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CONSTRUCTIONS AND ISOMORPHISM TYPES OF IMAGES
- Author
- Publication venue
- CSUSB ScholarWorks
- Publication date
- 01/12/2015
- Field of study
In this thesis, we have presented our discovery of true finite homomorphic images of various permutation and monomial progenitors, such as 2*7: D14, 2*7 : (7 : 2), 2*6 : S3 x 2, 2*8: S4, 2*72: (32:(2S4)), and 11*2 :m D10. We have given delightful symmetric presentations and very nice permutation representations of these images which include, the Mathieu groups M11, M12, the 4-fold cover of the Mathieu group M22, 2 x L2(8), and L2(13). Moreover, we have given constructions, by using the technique of double coset enumeration, for some of the images, including M11 and M12. We have given proofs, either by hand or computer-based, of the isomorphism type of each image. In addition, we use Iwasawa\u27s Lemma to prove that L2(13) over A5, L2(8) over D14, L2(13) over D14, L2(27) over 2D14, and M11 over 2S4 are simple groups. All of the work presented in this thesis is original to the best of our knowledge
Implicating genes, pleiotropy, and sexual dimorphism at blood lipid loci through multi-ancestry meta-analysis
- Author
- Aadahl Mette
- Abbas Shahid
- Abecasis Goncalo
- Adair Linda S.
- Adams Hieab H. H.
- Adeyemo Adebowale A.
- Aguilar-Salinas Carlos A.
- Akiyama Masato
- Al-Mulla Fahd
- Arbeeva Liubov
- Arnett Donna K.
- Asselbergs Folkert W.
- Assimes Themistocles
- Attia John
- Banas Bernhard
- Bandinelli Stefania
- Baras Aris
- Bayyana Swati
- Bechayda Sonny Augustin
- Benjamins Jan W.
- Bennett David A.
- Bentley Amy R.
- Beulens Joline W. J.
- Bharadwaj Dwaipayan
- Bhatti Konain Fatima
- Bielak Lawrence F.
- Biino Ginevra
- Bis Joshua C
- Bjerregaard Anne A.
- Black Corri
- Boehnke Michael
- Bollepalli Sailalitha
- Boomsma Dorret I.
- Bork-Jensen Jette
- Bouchard Claude
- Bradfield Jonathan P.
- Bradford Yuki
- Brandslund Ivan
- Braund Peter S.
- Brody Jennifer A.
- Brown Christopher D.
- Brown Michael R.
- Brown Morris
- Brumpton Ben M.
- Buring Julie E.
- Burtt Noël P.
- Böger Carsten A.
- Cade Brian E.
- Cai Qiuyin
- Campbell Archie
- Campbell Harry
- Caulfield Mark J.
- Cañadas-Garre Marisa
- Chai Jin Fang
- Chambers John C.
- Chandak Giriraj R.
- Chang Kyong-Mi
- Chasman Daniel I.
- Chaturvedi Nish
- Chen Shufeng
- Chen YEugene
- Chen Yii-Der Ida
- Chen Zhengming
- Cheng Ching-Yu
- Chitrala Kumaraswamy Naidu
- Cho Kelly
- Cho Yoon Shin
- Choi Hyeok Sun
- Choudhury Ananyo
- Christensen Henry
- Christensen Kaare
- Christofidou Paraskevi
- Chuang Lee-Ming
- Ciullo Marina
- Clarke Shoa L.
- Concas Maria Pina
- Correa Adolfo
- Costanzo Maria C.
- Couture Christian
- Cruz Miguel
- Cuellar-Partida Gabriel
- Cupples LAdrienne
- Damrauer Scott M.
- Dantoft Thomas M.
- Daviglus Martha
- Daw EWarwick
- de Borst Gert J.
- de Graaf Jacqueline
- De Jager Philip L.
- de Kleijn Dominique
- de Silva H. Janaka
- de Vries Paul S.
- Dedoussis George
- Delgado Graciela E.
- Deloukas Panos
- Demirkan Ayşe
- Dorajoo Rajkumar
- Doumatey Ayo P.
- Elders Petra J. M.
- Engmann Jorgen
- Erdmann Jeanette
- Evans Michele K.
- Farmaki Aliki-Eleni
- Faul Jessica D.
- Feitosa Mary F.
- Feng QiPing
- Fernandez-Lopez Juan Carlos
- Forer Lukas
- Fornage Myriam
- Francesco Cucca
- Frank Mirjam
- Franke Andre
- Franks Paul W.
- Frayling Timothy M.
- Freitag-Wolf Sandra
- Fuchsberger Christian
- Galesloot Tessel E.
- Gao Zishan
- Gaziano John M.
- Ghanbari Mohsen
- Giannakopoulou Olga
- Giardoglou Tota
- Gieger Christian
- Girotto Giorgia
- Giulianini Franco
- Goel Anuj
- Golightly Yvonne M.
- Gordon-Larsen Penny
- Graff Mariaelisa
- Graham Sarah E.
- Grant Struan F. A.
- Grarup Niels
- Gu Dongfeng
- Gudbjartsson Daniel F.
- Gudnason Vilmundur
- Guo Xiuqing
- Gustafsson S
- Haessler Jeffrey
- Hakonarson Hakon
- Han Sohee
- Hansen Torben
- Hart Leen M.'t
- Hattersley Andrew T.
- Havulinna Aki S.
- Haworth Simon
- Hayes M. Geoffrey
- Hayward Caroline
- Hazelhurst Scott
- Hebbar Prashantha
- Heid Iris M.
- Helgadottir Anna
- Heng Chew-Kiat
- Hewitt Alex W.
- Hidalgo Bertha
- Hilliard Austin T.
- Hindy George
- Hirschhorn Joel N.
- Hishigaki Haretsugu
- Ho Yuk-Lam
- Hoefer Imo E.
- Hofer Edith
- Hollander Anneke Iden
- Holm Hilma
- Holmes Michael V.
- Homuth Georg
- Hottenga Jouke Jan
- Huang Hongyan
- Huang Jianfeng
- Huang Wei
- Huerta-Chagoya Alicia
- Hui Qin
- Hung Yi-Jen
- Hunt Karen A.
- Hunt Steven C.
- Huo Shaofeng
- Hutri-Kähönen Nina
- Hveem Kristian
- Hwang Mi Yeong
- Hwu Chii-Min
- Ichihara Sahoko
- Iha Hiroyuki
- Ikeda Daisuke D.
- Ikram M. Arfan
- Ingelsson Erik
- Irvin Marguerite R.
- Jackson Rebecca D.
- Jang Dongkeun
- Jang Hye-Mi
- Jarvelin Marjo-Riitta
- Jarvik Gail P.
- Ji Yingji
- Jin Zi-Bing
- Jonas Jost B.
- Joshi Peter K.
- Jousilahti Pekka
- Jukema J. Wouter
- Jung Bettina
- Justice Anne E.
- Jäger Susanne
- Jöckel Karl-Heinz
- Kamatani Yoichiro
- Kanai Masahiro
- Kanoni Stavroula
- Kaprio Jaakko
- Kardia Sharon L. R.
- Karpe Fredrik
- Kathiresan Sekar
- Kato Norihiro
- Katsuya Tomohiro
- Kawaguchi Takahisa
- Kee Frank
- Kentistou Katherine A.
- Khera Amit V.
- Khor Chiea Chuen
- Kiemeney Lambertus A. L. M.
- Kim Bong-Jo
- Kim Eung Kweon
- Kim Han-Na
- Kim Hyung-Lae
- Kim Young Jin
- Kivimaki Mika
- Klarin Derek
- Kleber Marcus E.
- Koh Woon-Puay
- Koistinen Heikki A.
- Kolcic Ivana
- Kooner Jaspal S.
- Kooperberg Charles
- Kovacs Peter
- Kraaijeveld Adriaan O.
- Kraft Peter
- Krauss Ronald M.
- Kronenberg Florian
- Kubo Michiaki
- Kullo Iftikhar J.
- Kumari Meena
- Kurbasic Azra
- Kutalik Zoltan
- Kuusisto Johanna
- Kähönen Mika
- Kårhus Line L.
- Laakso Markku
- Lamina Claudia
- Lange Leslie A.
- Langenberg Claudia
- Launer Lenore J.
- Le Phuong
- Lee Hyejin
- Lee Jong Young
- Lehtimäki Terho
- Leonard Hampton L.
- Lettre Guillaume
- Li Hengtong
- Li Huaixing
- Li Liming
- Li Xiaohui
- Li Xiaoyin
- Liang Jingjing
- Lieb Wolfgang
- Lin Kuang
- Lin Maoxuan
- Lin Shih-Yi
- Lin Xu
- Lind Lars
- Lingren Todd
- Linneberg Allan
- Liu Fangchao
- Liu Jun
- Liu Junfeng
- Lo Ken Sin
- Locke Adam E.
- Loeffler Markus
- Long Jirong
- Loos Ruth J. F.
- Lorés-Motta Laura
- Loukola Anu
- Lu Xiangfeng
- Luan Jian'an
- Lynch Julie A.
- Lyssenko Valeriya
- Lyytikäinen Leo-Pekka
- Magnusson Patrik K. E.
- Mahajan Anubha
- Mamakou Vasiliki
- Mangino Massimo
- Manichaikul Ani
- Marouli Eirini
- Marques-Vidal Pedro
- Marten Jonathan
- Martin Hilary C.
- Martin Lisa Warsinger
- Martin Nicholas G.
- Matsuda Fumihiko
- Matteo Floris
- Mauro Pala
- McCarthy Mark I.
- McDaid Aaron F.
- McKnight Amy Jayne
- Medina-Gomez Carolina
- Meidtner Karina
- Mellström Dan
- Mercader Josep M.
- Miller Jason E.
- Millwood Iona Y.
- Mitchell Jonathan S.
- Mitchell Paul
- Mitchell Ruth E.
- Mohlke Karen L.
- Mook-Kanamori Dennis O.
- Mori Trevor A.
- Morris Andrew P.
- Morrison Alanna C.
- Munroe Patricia B.
- Munz Matthias
- Murakami Yoshinori
- Männikkö Minna
- März Winfried
- Møllehave Line T.
- Nabika Toru
- Nakatochi Masahiro
- Nalls Mike A.
- Namjou Bahram
- Nardone Giuseppe Giovanni
- Narita Akira
- Natarajan Pradeep
- Nelson Amanda E.
- Nelson Christopher P.
- Nethander Maria
- Neville Matt J.
- Nielsen Aneta A.
- Niinikoski Harri
- Nikus Kjell
- Nongmaithem Suraj S.
- Noordam Raymond
- North Kari E.
- Ntalla Ioanna
- Nutile Teresa
- O'Donnell Christopher J.
- Obura Morgan O.
- Ohlsson Claes
- Okada Yukinori
- Olafsson Isleifur
- Oldehinkel Albertine J.
- Oldmeadow Christopher
- Orozco Lorena
- Pacheco Jennifer Allen
- Pahkala Katja
- Pajukanta Päivi
- Palmer Colin N. A.
- Pandit Anita
- Parra Esteban J.
- Pasterkamp Gerard
- Pauper Marc
- Pedersen Nancy L.
- Pedersen Oluf
- Peloso Gina M
- Pennell Craig E.
- Penninx Brenda
- Peters Annette
- Petersen Eva R. B.
- Peyser Patricia A.
- Pitkänen Niina
- Pitsillides Achilleas
- Polasek Ozren
- Poulter Neil
- Poveda Alaitz
- Pramstaller Peter P.
- Prasad Gauri
- Preuss Michael H.
- Province Michael A.
- Psaty Bruce M.
- Pérusse Louis
- Qu Jia
- Rader Daniel J.
- Raitakari Olli T.
- Rallidis Loukianos S.
- Ramdas Shweta
- Ramirez Julia
- Ramsay Michèle
- Rao D. C.
- Rasheed Asif
- Rasheed Humaira
- Rayner Nigel W.
- Redline Susan
- Reilly Dermot F.
- Reiner Alexander P.
- Rhee Sang Youl
- Ridker Paul M.
- Ripatti Samuli
- Ritchie Marylyn D.
- Rosenthal Elisabeth A.
- Rotimi Charles N.
- Rotter Jerome I.
- Ruggiero Daniela
- Ruotsalainen Sanni E.
- Ryu Seungho
- Sabanayagam Charumathi
- Sabater-Lleal Maria
- Sakaue Saori
- Saleheen Danish
- Salomaa Veikko
- Samani Nilesh J.
- Sattar Naveed
- Schmidt Börge
- Schmidt Ellen M.
- Schmidt Helena
- Schmidt Reinhold
- Scholz Markus
- Schulze Matthias B.
- Schunkert Heribert
- Scott Rodney J.
- Sengupta Dhriti
- Sever Peter
- Shin Jae Hun
- Shu Xiao-Ou
- Sim Xueling
- Simonsick Eleanor
- Slieker Roderick C.
- Smith Blair H.
- Smith Jennifer A.
- Smyth Laura J.
- Snieder Harold
- Southam Lorraine
- Spector Tim D.
- Spracklen Cassandra N.
- Stark Klaus J.
- Stefansson Kari
- Strachan David P.
- Stringham Heather M.
- Sun Yan V.
- Sung Yun Ju
- Surakka Ida
- Tabara Yasuharu
- Tai EShyong
- Takayama Jun
- Takeuchi Fumihiko
- Tamiya Gen
- Tang Hua
- Tardif Jean-Claude
- Terao Chikashi
- Terzikhan Natalie
- Thanaraj Thangavel Alphonse
- Theusch Elizabeth
- Thiery Joachim
- Thorleifsson Gudmar
- Thorsteinsdottir Unnur
- Timmers Paul R. H. J.
- Timpson Nicholas J.
- Trembath Richard C.
- Trivedi Bhavi
- Trompet Stella
- Tsao Noah L.
- Tsao Philip S.
- Turman Constance
- Tusié-Luna Teresa
- Tönjes Anke
- Universitat Autònoma de Barcelona
- Vaccargiu Simona
- van Dam Rob M.
- van der Harst Pim
- van der Laan Sander W
- van der Most Peter J.
- van Dijk Ko Willems
- van Duijn Cornelia M.
- van Heel David A.
- van Meurs Joyce B. J.
- van Setten Jessica
- Vazquez-Moreno Miguel
- Vedantam Sailaja
- Verma Anurag
- Verweij Niek
- Vestergaard Henrik
- Veturi Yogasudha
- Villalpando Clicerio Gonzalez
- Vitart Veronique
- Völzke Henry
- Walker Mark
- Walters Robin G.
- Wang Carol A.
- Wang Chaolong
- Wang Jun-Sing
- Wang Ya Xing
- Wang Yuxuan
- Wang Zeyuan
- Wang Zhe
- Wareham Nicholas J.
- Warner Sophie C.
- Warren Helen R.
- Watkins Hugh
- Wei Wei-Qi
- Wei Wen B.
- Weir David R.
- Weiss Stefan
- Whitfield John B.
- Wickremasinghe Ananda R.
- Widén Elisabeth
- Wielscher Matthias
- Wild Sarah H.
- Willemsen Allegonda H. M.
- Willer Cristen J.
- Wilson James F.
- Wilson James G.
- Wilson Peter W. F.
- Winkler Thomas W.
- Wojczynski Mary K.
- Wong Andrew
- Wong Tien-Yin
- Woo Jeong-Taek
- Wood Andrew R.
- Wu Jer-Yuarn
- Wu Kuan-Han H.
- Xia Rui
- Xue Chao
- Yamamoto Masayuki
- Yang Bin
- Yang Jian
- Yang Jingyun
- Yao Jie
- Yin Xianyong
- Yokota Mitsuhiro
- Yoon Kyungheon
- Yousri Noha A.
- Yu Ketian
- Yuan Jian-Min
- Zajac Greg J. M.
- Zeggini Eleftheria
- Zeng Lingyao
- Zhang Jifeng
- Zhang Weihua
- Zhao Jing-Hua
- Zhao Wei
- Zheng Wei
- Zhou Wei
- Zhu X
- Zhu Xiang
- Zilhao Nuno R.
- Zimmermann Martina E.
- Zmuda Joseph M.
- Zonderman Alan B.
- Åsvold Bjørn Olav
- Publication venue
- Publication date
- 01/01/2022
- Field of study
Publisher Copyright: © 2022, The Author(s).Background: Genetic variants within nearly 1000 loci are known to contribute to modulation of blood lipid levels. However, the biological pathways underlying these associations are frequently unknown, limiting understanding of these findings and hindering downstream translational efforts such as drug target discovery. Results: To expand our understanding of the underlying biological pathways and mechanisms controlling blood lipid levels, we leverage a large multi-ancestry meta-analysis (N = 1,654,960) of blood lipids to prioritize putative causal genes for 2286 lipid associations using six gene prediction approaches. Using phenome-wide association (PheWAS) scans, we identify relationships of genetically predicted lipid levels to other diseases and conditions. We confirm known pleiotropic associations with cardiovascular phenotypes and determine novel associations, notably with cholelithiasis risk. We perform sex-stratified GWAS meta-analysis of lipid levels and show that 3–5% of autosomal lipid-associated loci demonstrate sex-biased effects. Finally, we report 21 novel lipid loci identified on the X chromosome. Many of the sex-biased autosomal and X chromosome lipid loci show pleiotropic associations with sex hormones, emphasizing the role of hormone regulation in lipid metabolism. Conclusions: Taken together, our findings provide insights into the biological mechanisms through which associated variants lead to altered lipid levels and potentially cardiovascular disease risk.Peer reviewe
Implicating genes, pleiotropy, and sexual dimorphism at blood lipid loci through multi-ancestry meta-analysis
- Author
- Aadahl Mette
- Abbas Shahid
- Abecasis Goncalo
- Adair Linda S
- Adams Hieab H H
- Adeyemo Adebowale A
- Aguilar-Salinas Carlos A
- Akiyama Masato
- Al-Mulla Fahd
- Arbeeva Liubov
- Arnett Donna K
- Asselbergs Folkert W
- Assimes Themistocles L
- Attia John
- Banas Bernhard
- Bandinelli Stefania
- Baras Aris
- Bayyana Swati
- Bechayda Sonny Augustin
- Benjamins Jan W
- Bennett David A
- Bentley Amy R
- Beulens Joline W J
- Bharadwaj Dwaipayan
- Bhatti Konain Fatima
- Bielak Lawrence F
- Biino Ginevra
- Bis Joshua C
- Bjerregaard Anne A
- Black Corri
- Boehnke Michael
- Bollepalli Sailalitha
- Boomsma Dorret I
- Bork-Jensen Jette
- Bouchard Claude
- Bradfield Jonathan P
- Bradford Yuki
- Brandslund Ivan
- Braund Peter S
- Brody Jennifer A
- Brown Christopher D
- Brown Michael R
- Brown Morris
- Brumpton Ben M
- Buring Julie E
- Burtt Noël P
- Böger Carsten A
- Cade Brian E
- Cai Qiuyin
- Campbell Archie
- Campbell Harry
- Caulfield Mark J
- Cañadas-Garre Marisa
- Chai Jin Fang
- Chambers John C
- Chandak Giriraj R
- Chang Kyong-Mi
- Chasman Daniel I
- Chaturvedi Nish
- Chen Shufeng
- Chen YEugene
- Chen Yii-Der Ida
- Chen Zhengming
- Cheng Ching-Yu
- Chitrala Kumaraswamy Naidu
- Cho Kelly
- Cho Yoon Shin
- Choi Hyeok Sun
- Choudhury Ananyo
- Christensen Henry
- Christensen Kaare
- Christofidou Paraskevi
- Chuang Lee-Ming
- Ciullo Marina
- Clarke Shoa L
- Concas Maria Pina
- Correa Adolfo
- Costanzo Maria C
- Couture Christian
- Cruz Miguel
- Cuellar-Partida Gabriel
- Cupples LAdrienne
- Damrauer Scott M
- Dantoft Thomas M
- Daviglus Martha
- Daw EWarwick
- de Borst Gert J
- de Graaf Jacqueline
- De Jager Philip L
- de Kleijn Dominique
- de Silva H Janaka
- de Vries Paul S
- Dedoussis George
- Delgado Graciela E
- Deloukas Panos
- Demirkan Ayşe
- Dorajoo Rajkumar
- Doumatey Ayo P
- Elders Petra J M
- Engmann Jorgen
- Erdmann Jeanette
- Evans Michele K
- Farmaki Aliki-Eleni
- Faul Jessica D
- Feitosa Mary F
- Feng QiPing
- Fernandez-Lopez Juan Carlos
- Forer Lukas
- Fornage Myriam
- Francesco Cucca
- Frank Mirjam
- Franke Andre
- Franks Paul W
- Frayling Timothy M
- Freitag-Wolf Sandra
- Fuchsberger Christian
- Galesloot Tessel E
- Gao Zishan
- Gaziano John M
- Ghanbari Mohsen
- Giannakopoulou Olga
- Giardoglou Tota
- Gieger Christian
- Girotto Giorgia
- Giulianini Franco
- Goel Anuj
- Golightly Yvonne M
- Gordon-Larsen Penny
- Graff Mariaelisa
- Graham Sarah E
- Grant Struan F A
- Grarup Niels
- Gu Dongfeng
- Gudbjartsson Daniel F
- Gudnason Vilmundur
- Guo Xiuqing
- Gustafsson Stefan
- Haessler Jeffrey
- Hakonarson Hakon
- Han Sohee
- Hansen Torben
- Hart Leen M 't
- Hattersley Andrew T
- Havulinna Aki S
- Haworth Simon
- Hayes M Geoffrey
- Hayward Caroline
- Hazelhurst Scott
- Hebbar Prashantha
- Heid Iris M
- Helgadottir Anna
- Heng Chew-Kiat
- Hewitt Alex W
- Hidalgo Bertha
- Hilliard Austin T
- Hindy George
- Hirschhorn Joel N
- Hishigaki Haretsugu
- Ho Yuk-Lam
- Hoefer Imo E
- Hofer Edith
- Hollander Anneke Iden
- Holm Hilma
- Holmes Michael V
- Homuth Georg
- Hottenga Jouke Jan
- Huang Hongyan
- Huang Jianfeng
- Huang Wei
- Huerta-Chagoya Alicia
- Hui Qin
- Hung Yi-Jen
- Hunt Karen A
- Hunt Steven C
- Huo Shaofeng
- Hutri-Kähönen Nina
- Hveem Kristian
- Hwang Mi Yeong
- Hwu Chii-Min
- Ichihara Sahoko
- Iha Hiroyuki
- Ikeda Daisuke D
- Ikram M Arfan
- Ingelsson Erik
- Irvin Marguerite R
- Jackson Rebecca D
- Jang Dongkeun
- Jang Hye-Mi
- Jarvelin Marjo-Riitta
- Jarvik Gail P
- Ji Yingji
- Jin Zi-Bing
- Jonas Jost B
- Joshi Peter K
- Jousilahti Pekka
- Jukema J Wouter
- Jung Bettina
- Justice Anne E
- Jäger Susanne
- Jöckel Karl-Heinz
- Kamatani Yoichiro
- Kanai Masahiro
- Kanoni Stavroula
- Kaprio Jaakko
- Kardia Sharon L R
- Karpe Fredrik
- Kathiresan Sekar
- Kato Norihiro
- Katsuya Tomohiro
- Kawaguchi Takahisa
- Kee Frank
- Kentistou Katherine A
- Khera Amit V
- Khor Chiea Chuen
- Kiemeney Lambertus A L M
- Kim Bong-Jo
- Kim Eung Kweon
- Kim Han-Na
- Kim Hyung-Lae
- Kim Young Jin
- Kivimaki Mika
- Klarin Derek
- Kleber Marcus E
- Koh Woon-Puay
- Koistinen Heikki A
- Kolcic Ivana
- Kooner Jaspal S
- Kooperberg Charles
- Kovacs Peter
- Kraaijeveld Adriaan O
- Kraft Peter
- Krauss Ronald M
- Kronenberg Florian
- Kubo Michiaki
- Kullo Iftikhar J
- Kumari Meena
- Kurbasic Azra
- Kutalik Zoltan
- Kuusisto Johanna
- Kähönen Mika
- Kårhus Line L
- Laakso Markku
- Lamina Claudia
- Lange Leslie A
- Langenberg Claudia
- Launer Lenore J
- Le Phuong
- Lee Hyejin
- Lee Jong Young
- Lehtimäki Terho
- Leonard Hampton L
- Lettre Guillaume
- Li Hengtong
- Li Huaixing
- Li Liming
- Li Xiaohui
- Li Xiaoyin
- Liang Jingjing
- Lieb Wolfgang
- Lin Kuang
- Lin Maoxuan
- Lin Shih-Yi
- Lin Xu
- Lind Lars
- Lingren Todd
- Linneberg Allan
- Liu Fangchao
- Liu Jianjun
- Liu Jun
- Lo Ken Sin
- Locke Adam E
- Loeffler Markus
- Long Jirong
- Loos Ruth J F
- Lorés-Motta Laura
- Loukola Anu
- Lu Xiangfeng
- Luan Jian'an
- Lynch Julie A
- Lyssenko Valeriya
- Lyytikäinen Leo-Pekka
- Magnusson Patrik K E
- Mahajan Anubha
- Mamakou Vasiliki
- Mangino Massimo
- Manichaikul Ani
- Marouli Eirini
- Marques-Vidal Pedro
- Marten Jonathan
- Martin Hilary C
- Martin Lisa Warsinger
- Martin Nicholas G
- Matsuda Fumihiko
- Matteo Floris
- Mauro Pala
- McCarthy Mark I
- McDaid Aaron F
- McKnight Amy Jayne
- Medina-Gomez Carolina
- Meidtner Karina
- Mellström Dan
- Mercader Josep M
- Miller Jason E
- Millwood Iona Y
- Mitchell Jonathan S
- Mitchell Paul
- Mitchell Ruth E
- Mohlke Karen L
- Mook-Kanamori Dennis O
- Mori Trevor A
- Morris Andrew P
- Morrison Alanna C
- Munroe Patricia B
- Munz Matthias
- Murakami Yoshinori
- Männikkö Minna
- März Winfried
- Møllehave Line T
- Nabika Toru
- Nakatochi Masahiro
- Nalls Mike A
- Namjou Bahram
- Nardone Giuseppe Giovanni
- Narita Akira
- Natarajan Pradeep
- Nelson Amanda E
- Nelson Christopher P
- Nethander Maria
- Neville Matt J
- Nielsen Aneta A
- Niinikoski Harri
- Nikus Kjell
- Nongmaithem Suraj S
- Noordam Raymond
- North Kari E
- Ntalla Ioanna
- Nutile Teresa
- O'Donnell Christopher J
- Obura Morgan O
- Ohlsson Claes
- Okada Yukinori
- Olafsson Isleifur
- Oldehinkel Albertine J
- Oldmeadow Christopher
- Orozco Lorena
- Pacheco Jennifer Allen
- Pahkala Katja
- Pajukanta Päivi
- Palmer Colin N A
- Pandit Anita
- Parra Esteban J
- Pasterkamp Gerard
- Pauper Marc
- Pedersen Nancy L
- Pedersen Oluf
- Peloso Gina M
- Pennell Craig E
- Penninx Brenda
- Peters Annette
- Petersen Eva R B
- Peyser Patricia A
- Pitkänen Niina
- Pitsillides Achilleas
- Polasek Ozren
- Poulter Neil
- Poveda Alaitz
- Pramstaller Peter P
- Prasad Gauri
- Preuss Michael H
- Province Michael A
- Psaty Bruce M
- Pérusse Louis
- Qu Jia
- Rader Daniel J
- Raitakari Olli T
- Rallidis Loukianos S
- Ramdas Shweta
- Ramirez Julia
- Ramsay Michèle
- Rao D C
- Rasheed Asif
- Rasheed Humaira
- Rayner Nigel W
- Redline Susan
- Reilly Dermot F
- Reiner Alexander P
- Rhee Sang Youl
- Ridker Paul M
- Ripatti Samuli
- Ritchie Marylyn D
- Rosenthal Elisabeth A
- Rotimi Charles N
- Rotter Jerome I
- Ruggiero Daniela
- Ruotsalainen Sanni E
- Ryu Seungho
- Sabanayagam Charumathi
- Sabater-Lleal Maria
- Sakaue Saori
- Saleheen Danish
- Salomaa Veikko
- Samani Nilesh J
- Sattar Naveed
- Schmidt Börge
- Schmidt Ellen M
- Schmidt Helena
- Schmidt Reinhold
- Scholz Markus
- Schulze Matthias B
- Schunkert Heribert
- Scott Rodney J
- Sengupta Dhriti
- Sever Peter
- Shin Jae Hun
- Shu Xiao-Ou
- Sim Xueling
- Simonsick Eleanor
- Slieker Roderick C
- Smith Blair H
- Smith Jennifer A
- Smyth Laura J
- Snieder Harold
- Southam Lorraine
- Spector Tim D
- Spracklen Cassandra N
- Stark Klaus J
- Stefansson Kari
- Strachan David P
- Stringham Heather M
- Sun Yan V
- Sung Yun Ju
- Surakka Ida
- Tabara Yasuharu
- Tai EShyong
- Takayama Jun
- Takeuchi Fumihiko
- Tamiya Gen
- Tang Hua
- Tardif Jean-Claude
- Terao Chikashi
- Terzikhan Natalie
- Thanaraj Thangavel Alphonse
- Theusch Elizabeth
- Thiery Joachim
- Thorleifsson Gudmar
- Thorsteinsdottir Unnur
- Timmers Paul R H J
- Timpson Nicholas J
- Trembath Richard C
- Trivedi Bhavi
- Trompet Stella
- Tsao Noah L
- Tsao Philip S
- Turman Constance
- Tusié-Luna Teresa
- Tönjes Anke
- Vaccargiu Simona
- van Dam Rob M
- van der Harst Pim
- van der Laan Sander W
- van der Most Peter J
- van Dijk Ko Willems
- van Duijn Cornelia M
- van Heel David A
- van Meurs Joyce B J
- van Setten Jessica
- Vazquez-Moreno Miguel
- Vedantam Sailaja
- Verma Anurag
- Verweij Niek
- Vestergaard Henrik
- Veturi Yogasudha
- Villalpando Clicerio Gonzalez
- Vitart Veronique
- Völzke Henry
- Walker Mark
- Walters Robin G
- Wang Carol A
- Wang Chaolong
- Wang Jun-Sing
- Wang Ya Xing
- Wang Yuxuan
- Wang Zeyuan
- Wang Zhe
- Wareham Nicholas J
- Warner Sophie C
- Warren Helen R
- Watkins Hugh
- Wei Wei-Qi
- Wei Wen B
- Weir David R
- Weiss Stefan
- Whitfield John B
- Wickremasinghe Ananda R
- Widén Elisabeth
- Wielscher Matthias
- Wild Sarah H
- Willemsen Allegonda H M
- Willer Cristen J
- Wilson James G
- Wilson James G
- Wilson Peter W F
- Winkler Thomas W
- Wojczynski Mary K
- Wong Andrew
- Wong Tien-Yin
- Woo Jeong-Taek
- Wood Andrew R
- Wu Jer-Yuarn
- Wu Kuan-Han H
- Xia Rui
- Xue Chao
- Yamamoto Masayuki
- Yang Bin
- Yang Jian
- Yang Jingyun
- Yao Jie
- Yin Xianyong
- Yokota Mitsuhiro
- Yoon Kyungheon
- Yousri Noha A
- Yu Ketian
- Yuan Jian-Min
- Zajac Greg J M
- Zeggini Eleftheria
- Zeng Lingyao
- Zhang Jifeng
- Zhang Weihua
- Zhao Jing-Hua
- Zhao Wei
- Zheng Wei
- Zhou Wei
- Zhu Xiang
- Zhu Xiaofeng
- Zilhao Nuno R
- Zimmermann Martina E
- Zmuda Joseph M
- Zonderman Alan B
- Åsvold Bjørn Olav
- Publication venue
- 'Springer Science and Business Media LLC'
- Publication date
- 01/12/2022
- Field of study
Abstract Background Genetic variants within nearly 1000 loci are known to contribute to modulation of blood lipid levels. However, the biological pathways underlying these associations are frequently unknown, limiting understanding of these findings and hindering downstream translational efforts such as drug target discovery. Results To expand our understanding of the underlying biological pathways and mechanisms controlling blood lipid levels, we leverage a large multi-ancestry meta-analysis (N = 1,654,960) of blood lipids to prioritize putative causal genes for 2286 lipid associations using six gene prediction approaches. Using phenome-wide association (PheWAS) scans, we identify relationships of genetically predicted lipid levels to other diseases and conditions. We confirm known pleiotropic associations with cardiovascular phenotypes and determine novel associations, notably with cholelithiasis risk. We perform sex-stratified GWAS meta-analysis of lipid levels and show that 3–5% of autosomal lipid-associated loci demonstrate sex-biased effects. Finally, we report 21 novel lipid loci identified on the X chromosome. Many of the sex-biased autosomal and X chromosome lipid loci show pleiotropic associations with sex hormones, emphasizing the role of hormone regulation in lipid metabolism. Conclusions Taken together, our findings provide insights into the biological mechanisms through which associated variants lead to altered lipid levels and potentially cardiovascular disease risk
Implicating genes, pleiotropy, and sexual dimorphism at blood lipid loci through multi-ancestry meta-analysis
- Author
- Aadahl Mette
- Abbas Shahid
- Abecasis Goncalo
- Adair Linda S
- Adams Hieab H H
- Adeyemo Adebowale A
- Aguilar-Salinas Carlos A
- Akiyama Masato
- Al-Mulla Fahd
- Arbeeva Liubov
- Arnett Donna K
- Asselbergs Folkert W
- Assimes Themistocles L
- Attia John
- Banas Bernhard
- Bandinelli Stefania
- Baras Aris
- Bayyana Swati
- Bechayda Sonny Augustin
- Benjamins Jan W
- Bennett David A
- Bentley Amy R
- Beulens Joline W J
- Bharadwaj Dwaipayan
- Bhatti Konain Fatima
- Bielak Lawrence F
- Biino Ginevra
- Bis Joshua C
- Bjerregaard Anne A
- Black Corri
- Boehnke Michael
- Bollepalli Sailalitha
- Boomsma Dorret I
- Bork-Jensen Jette
- Bouchard Claude
- Bradfield Jonathan P
- Bradford Yuki
- Brandslund Ivan
- Braund Peter S
- Brody Jennifer A
- Brown Christopher D
- Brown Michael R
- Brown Morris
- Brumpton Ben M
- Buring Julie E
- Burtt Noël P
- Böger Carsten A
- Cade Brian E
- Cai Qiuyin
- Campbell Archie
- Campbell Harry
- Caulfield Mark J
- Cañadas-Garre Marisa
- Chai Jin Fang
- Chambers John C
- Chandak Giriraj R
- Chang Kyong-Mi
- Chasman Daniel I
- Chaturvedi Nish
- Chen Shufeng
- Chen YEugene
- Chen Yii-Der Ida
- Chen Zhengming
- Cheng Ching-Yu
- Chitrala Kumaraswamy Naidu
- Cho Kelly
- Cho Yoon Shin
- Choi Hyeok Sun
- Choudhury Ananyo
- Christensen Henry
- Christensen Kaare
- Christofidou Paraskevi
- Chuang Lee-Ming
- Ciullo Marina
- Clarke Shoa L
- Concas Maria Pina
- Correa Adolfo
- Costanzo Maria C
- Couture Christian
- Cruz Miguel
- Cuellar-Partida Gabriel
- Cupples LAdrienne
- Damrauer Scott M
- Dantoft Thomas M
- Daviglus Martha
- Daw EWarwick
- de Borst Gert J
- de Graaf Jacqueline
- De Jager Philip L
- de Kleijn Dominique
- de Silva H Janaka
- de Vries Paul S
- Dedoussis George
- Delgado Graciela E
- Deloukas Panos
- Demirkan Ayşe
- Dorajoo Rajkumar
- Doumatey Ayo P
- Elders Petra J M
- Engmann Jorgen
- Erdmann Jeanette
- Evans Michele K
- Farmaki Aliki-Eleni
- Faul Jessica D
- Feitosa Mary F
- Feng QiPing
- Fernandez-Lopez Juan Carlos
- Forer Lukas
- Fornage Myriam
- Francesco Cucca
- Frank Mirjam
- Franke Andre
- Franks Paul W
- Frayling Timothy M
- Freitag-Wolf Sandra
- Fuchsberger Christian
- Galesloot Tessel E
- Gao Zishan
- Gaziano John M
- Ghanbari Mohsen
- Giannakopoulou Olga
- Giardoglou Tota
- Gieger Christian
- Girotto Giorgia
- Giulianini Franco
- Goel Anuj
- Golightly Yvonne M
- Gordon-Larsen Penny
- Graff Mariaelisa
- Graham Sarah E
- Grant Struan F A
- Grarup Niels
- Gu Dongfeng
- Gudbjartsson Daniel F
- Gudnason Vilmundur
- Guo Xiuqing
- Gustafsson Stefan
- Haessler Jeffrey
- Hakonarson Hakon
- Han Sohee
- Hansen Torben
- Hart Leen M 't
- Hattersley Andrew T
- Havulinna Aki S
- Haworth Simon
- Hayes M Geoffrey
- Hayward Caroline
- Hazelhurst Scott
- Hebbar Prashantha
- Heid Iris M
- Helgadottir Anna
- Heng Chew-Kiat
- Hewitt Alex W
- Hidalgo Bertha
- Hilliard Austin T
- Hindy George
- Hirschhorn Joel N
- Hishigaki Haretsugu
- Ho Yuk-Lam
- Hoefer Imo E
- Hofer Edith
- Hollander Anneke Iden
- Holm Hilma
- Holmes Michael V
- Homuth Georg
- Hottenga Jouke Jan
- Huang Hongyan
- Huang Jianfeng
- Huang Wei
- Huerta-Chagoya Alicia
- Hui Qin
- Hung Yi-Jen
- Hunt Karen A
- Hunt Steven C
- Huo Shaofeng
- Hutri-Kähönen Nina
- Hveem Kristian
- Hwang Mi Yeong
- Hwu Chii-Min
- Ichihara Sahoko
- Iha Hiroyuki
- Ikeda Daisuke D
- Ikram M Arfan
- Ingelsson Erik
- Irvin Marguerite R
- Jackson Rebecca D
- Jang Dongkeun
- Jang Hye-Mi
- Jarvelin Marjo-Riitta
- Jarvik Gail P
- Ji Yingji
- Jin Zi-Bing
- Jonas Jost B
- Joshi Peter K
- Jousilahti Pekka
- Jukema J Wouter
- Jung Bettina
- Justice Anne E
- Jäger Susanne
- Jöckel Karl-Heinz
- Kamatani Yoichiro
- Kanai Masahiro
- Kanoni Stavroula
- Kaprio Jaakko
- Kardia Sharon L R
- Karpe Fredrik
- Kathiresan Sekar
- Kato Norihiro
- Katsuya Tomohiro
- Kawaguchi Takahisa
- Kee Frank
- Kentistou Katherine A
- Khera Amit V
- Khor Chiea Chuen
- Kiemeney Lambertus A L M
- Kim Bong-Jo
- Kim Eung Kweon
- Kim Han-Na
- Kim Hyung-Lae
- Kim Young Jin
- Kivimaki Mika
- Klarin Derek
- Kleber Marcus E
- Koh Woon-Puay
- Koistinen Heikki A
- Kolcic Ivana
- Kooner Jaspal S
- Kooperberg Charles
- Kovacs Peter
- Kraaijeveld Adriaan O
- Kraft Peter
- Krauss Ronald M
- Kronenberg Florian
- Kubo Michiaki
- Kullo Iftikhar J
- Kumari Meena
- Kurbasic Azra
- Kutalik Zoltan
- Kuusisto Johanna
- Kähönen Mika
- Kårhus Line L
- Laakso Markku
- Lamina Claudia
- Lange Leslie A
- Langenberg Claudia
- Launer Lenore J
- Le Phuong
- Lee Hyejin
- Lee Jong Young
- Lehtimäki Terho
- Leonard Hampton L
- Lettre Guillaume
- Li Hengtong
- Li Huaixing
- Li Liming
- Li Xiaohui
- Li Xiaoyin
- Liang Jingjing
- Lieb Wolfgang
- Lin Kuang
- Lin Maoxuan
- Lin Shih-Yi
- Lin Xu
- Lind Lars
- Lingren Todd
- Linneberg Allan
- Liu Fangchao
- Liu Jianjun
- Liu Jun
- Lo Ken Sin
- Locke Adam E
- Loeffler Markus
- Long Jirong
- Loos Ruth J F
- Lorés-Motta Laura
- Loukola Anu
- Lu Xiangfeng
- Luan Jian'an
- Lynch Julie A
- Lyssenko Valeriya
- Lyytikäinen Leo-Pekka
- Magnusson Patrik K E
- Mahajan Anubha
- Mamakou Vasiliki
- Mangino Massimo
- Manichaikul Ani
- Marouli Eirini
- Marques-Vidal Pedro
- Marten Jonathan
- Martin Hilary C
- Martin Lisa Warsinger
- Martin Nicholas G
- Matsuda Fumihiko
- Matteo Floris
- Mauro Pala
- McCarthy Mark I
- McDaid Aaron F
- McKnight Amy Jayne
- Medina-Gomez Carolina
- Meidtner Karina
- Mellström Dan
- Mercader Josep M
- Miller Jason E
- Millwood Iona Y
- Mitchell Jonathan S
- Mitchell Paul
- Mitchell Ruth E
- Mohlke Karen L
- Mook-Kanamori Dennis O
- Mori Trevor A
- Morris Andrew P
- Morrison Alanna C
- Munroe Patricia B
- Munz Matthias
- Murakami Yoshinori
- Männikkö Minna
- März Winfried
- Møllehave Line T
- Nabika Toru
- Nakatochi Masahiro
- Nalls Mike A
- Namjou Bahram
- Nardone Giuseppe Giovanni
- Narita Akira
- Natarajan Pradeep
- Nelson Amanda E
- Nelson Christopher P
- Nethander Maria
- Neville Matt J
- Nielsen Aneta A
- Niinikoski Harri
- Nikus Kjell
- Nongmaithem Suraj S
- Noordam Raymond
- North Kari E
- Ntalla Ioanna
- Nutile Teresa
- O'Donnell Christopher J
- Obura Morgan O
- Ohlsson Claes
- Okada Yukinori
- Olafsson Isleifur
- Oldehinkel Albertine J
- Oldmeadow Christopher
- Orozco Lorena
- Pacheco Jennifer Allen
- Pahkala Katja
- Pajukanta Päivi
- Palmer Colin N A
- Pandit Anita
- Parra Esteban J
- Pasterkamp Gerard
- Pauper Marc
- Pedersen Nancy L
- Pedersen Oluf
- Peloso Gina M
- Pennell Craig E
- Penninx Brenda
- Peters Annette
- Petersen Eva R B
- Peyser Patricia A
- Pitkänen Niina
- Pitsillides Achilleas
- Polasek Ozren
- Poulter Neil
- Poveda Alaitz
- Pramstaller Peter P
- Prasad Gauri
- Preuss Michael H
- Province Michael A
- Psaty Bruce M
- Pérusse Louis
- Qu Jia
- Rader Daniel J
- Raitakari Olli T
- Rallidis Loukianos S
- Ramdas Shweta
- Ramirez Julia
- Ramsay Michèle
- Rao D C
- Rasheed Asif
- Rasheed Humaira
- Rayner Nigel W
- Redline Susan
- Reilly Dermot F
- Reiner Alexander P
- Rhee Sang Youl
- Ridker Paul M
- Ripatti Samuli
- Ritchie Marylyn D
- Rosenthal Elisabeth A
- Rotimi Charles N
- Rotter Jerome I
- Ruggiero Daniela
- Ruotsalainen Sanni E
- Ryu Seungho
- Sabanayagam Charumathi
- Sabater-Lleal Maria
- Sakaue Saori
- Saleheen Danish
- Salomaa Veikko
- Samani Nilesh J
- Sattar Naveed
- Schmidt Börge
- Schmidt Ellen M
- Schmidt Helena
- Schmidt Reinhold
- Scholz Markus
- Schulze Matthias B
- Schunkert Heribert
- Scott Rodney J
- Sengupta Dhriti
- Sever Peter
- Shin Jae Hun
- Shu Xiao-Ou
- Sim Xueling
- Simonsick Eleanor
- Slieker Roderick C
- Smith Blair H
- Smith Jennifer A
- Smyth Laura J
- Snieder Harold
- Southam Lorraine
- Spector Tim D
- Spracklen Cassandra N
- Stark Klaus J
- Stefansson Kari
- Strachan David P
- Stringham Heather M
- Sun Yan V
- Sung Yun Ju
- Surakka Ida
- Tabara Yasuharu
- Tai EShyong
- Takayama Jun
- Takeuchi Fumihiko
- Tamiya Gen
- Tang Hua
- Tardif Jean-Claude
- Terao Chikashi
- Terzikhan Natalie
- Thanaraj Thangavel Alphonse
- Theusch Elizabeth
- Thiery Joachim
- Thorleifsson Gudmar
- Thorsteinsdottir Unnur
- Timmers Paul R H J
- Timpson Nicholas J
- Trembath Richard C
- Trivedi Bhavi
- Trompet Stella
- Tsao Noah L
- Tsao Philip S
- Turman Constance
- Tusié-Luna Teresa
- Tönjes Anke
- Vaccargiu Simona
- van Dam Rob M
- van der Harst Pim
- van der Laan Sander W
- van der Most Peter J
- van Dijk Ko Willems
- van Duijn Cornelia M
- van Heel David A
- van Meurs Joyce B J
- van Setten Jessica
- Vazquez-Moreno Miguel
- Vedantam Sailaja
- Verma Anurag
- Verweij Niek
- Vestergaard Henrik
- Veturi Yogasudha
- Villalpando Clicerio Gonzalez
- Vitart Veronique
- Völzke Henry
- Walker Mark
- Walters Robin G
- Wang Carol A
- Wang Chaolong
- Wang Jun-Sing
- Wang Ya Xing
- Wang Yuxuan
- Wang Zeyuan
- Wang Zhe
- Wareham Nicholas J
- Warner Sophie C
- Warren Helen R
- Watkins Hugh
- Wei Wei-Qi
- Wei Wen B
- Weir David R
- Weiss Stefan
- Whitfield John B
- Wickremasinghe Ananda R
- Widén Elisabeth
- Wielscher Matthias
- Wild Sarah H
- Willemsen Allegonda H M
- Willer Cristen J
- Wilson James F
- Wilson James G
- Wilson Peter W F
- Winkler Thomas W
- Wojczynski Mary K
- Wong Andrew
- Wong Tien-Yin
- Woo Jeong-Taek
- Wood Andrew R
- Wu Jer-Yuarn
- Wu Kuan-Han H
- Xia Rui
- Xue Chao
- Yamamoto Masayuki
- Yang Bin
- Yang Jian
- Yang Jingyun
- Yao Jie
- Yin Xianyong
- Yokota Mitsuhiro
- Yoon Kyungheon
- Yousri Noha A
- Yu Ketian
- Yuan Jian-Min
- Zajac Greg J M
- Zeggini Eleftheria
- Zeng Lingyao
- Zhang Jifeng
- Zhang Weihua
- Zhao Jing-Hua
- Zhao Wei
- Zheng Wei
- Zhou Wei
- Zhu Xiang
- Zhu Xiaofeng
- Zilhao Nuno R
- Zimmermann Martina E
- Zmuda Joseph M
- Zonderman Alan B
- Åsvold Bjørn Olav
- Publication venue
- 'Springer Science and Business Media LLC'
- Publication date
- 27/12/2022
- Field of study
Funding GMP, PN, and CW are supported by NHLBI R01HL127564. GMP and PN are supported by R01HL142711. AG acknowledge support from the Wellcome Trust (201543/B/16/Z), European Union Seventh Framework Programme FP7/2007–2013 under grant agreement no. HEALTH-F2-2013–601456 (CVGenes@Target) & the TriPartite Immunometabolism Consortium [TrIC]-Novo Nordisk Foundation’s Grant number NNF15CC0018486. JMM is supported by American Diabetes Association Innovative and Clinical Translational Award 1–19-ICTS-068. SR was supported by the Academy of Finland Center of Excellence in Complex Disease Genetics (Grant No 312062), the Finnish Foundation for Cardiovascular Research, the Sigrid Juselius Foundation, and University of Helsinki HiLIFE Fellow and Grand Challenge grants. EW was supported by the Finnish innovation fund Sitra (EW) and Finska Läkaresällskapet. CNS was supported by American Heart Association Postdoctoral Fellowships 15POST24470131 and 17POST33650016. Charles N Rotimi is supported by Z01HG200362. Zhe Wang, Michael H Preuss, and Ruth JF Loos are supported by R01HL142302. NJT is a Wellcome Trust Investigator (202802/Z/16/Z), is the PI of the Avon Longitudinal Study of Parents and Children (MRC & WT 217065/Z/19/Z), is supported by the University of Bristol NIHR Biomedical Research Centre (BRC-1215–2001) and the MRC Integrative Epidemiology Unit (MC_UU_00011), and works within the CRUK Integrative Cancer Epidemiology Programme (C18281/A19169). Ruth E Mitchell is a member of the MRC Integrative Epidemiology Unit at the University of Bristol funded by the MRC (MC_UU_00011/1). Simon Haworth is supported by the UK National Institute for Health Research Academic Clinical Fellowship. Paul S. de Vries was supported by American Heart Association grant number 18CDA34110116. Julia Ramierz acknowledges support by the People Programme of the European Union’s Seventh Framework Programme grant n° 608765 and Marie Sklodowska-Curie grant n° 786833. Maria Sabater-Lleal is supported by a Miguel Servet contract from the ISCIII Spanish Health Institute (CP17/00142) and co-financed by the European Social Fund. Jian Yang is funded by the Westlake Education Foundation. Olga Giannakopoulou has received funding from the British Heart Foundation (BHF) (FS/14/66/3129). CHARGE Consortium cohorts were supported by R01HL105756. Study-specific acknowledgements are available in the Additional file 32: Supplementary Note. The views expressed in this manuscript are those of the authors and do not necessarily represent the views of the National Heart, Lung, and Blood Institute; the National Institutes of Health; or the U.S. Department of Health and Human Services.Peer reviewedPublisher PD
Albiglutide and cardiovascular outcomes in patients with type 2 diabetes and cardiovascular disease (Harmony Outcomes): a double-blind, randomised placebo-controlled trial
- Author
- Abbas Jalal
- Abraham Sybil
- Ackert Jessica
- Adams Patricia
- Aggarwala Gaurav
- Aher Nutan
- Ahlqvist Jørn
- Ahn Chul Woo
- Akers Teresa
- Akhras Ronald
- Akhter Faiq
- Aksentyev Sergey
- Al Kawas Firas
- Alexander Karen
- Althouse Denise
- Altobelli Desma
- Alvarisqueta Andres
- Ambrosy Andrew
- Andersen James
- Andersen Ulla
- Anderson Michelle
- Anglade Moise
- Arbañil Hugo
- Arciszewska Malgorzata
- Argoud Georges
- Ariani Mehrdad
- Ashdji Reswan
- Avogaro Angelo
- Avramidis Iakovos
- Axthelm Christoph
- Aye Myint
- Babi Charleen
- Bachus Erasmus
- Baik Sei-Hyun
- Bailey Matt
- Bakhtari Ladan
- Baksi Arun
- Balasubramani Mathangi
- Baldovino Jorge
- Banach Marek
- Banerjee Subhash
- Bartlett Andrew
- Bartone Susan
- Baum Howard
- Bays Harold
- Bazhan Larysa
- Beasley Richard
- Beaudry Yves
- Beaulieu Gail
- Beboso Ronnie
- Bedard Jacques
- Beijerbacht Hugo Peter
- Belfort de Aguiar Renata
- Benjamin Sabrina
- Berger Dirk
- Berlingieri Joseph
- Berndtsson Blom Katarina
- Besada Diego
- Bethel M Angelyn
- Bhagwat Ravi
- Bhargava Anuj
- Bhosale Archana
- Bieler Tasso
- Bijata-Bronisz Renata
- Birkeland Kare
- Birkenfeld Andreas
- Blagden Mark
- Bloomfield Gerald
- Bode Bruce
- Boemi Massimo
- Bonadonna Riccardo
- Bondar Irina
- Bott Jochen
- Bousboulas Stavros
- Boye Alain
- Bratcher Christina
- Breneman Jody
- Briskin Toby
- Bristianou Magdalini
- Brockmyre Andrew
- Broughton Raymond
- Brown Judith
- Brown Kim
- Brychta Tomas
- Brønnum-Schou Jens
- Budhraja Madhusudan
- Bull Georgina
- Bundy Charles
- Burgess Lesley
- Busch Klaus
- Caca Karel
- Cadinot Didier
- Calderon Jorge
- Calella Pedro
- Califf Robert M
- Calvo Gómez Carlos
- Camacho Luis
- Cannon Kevin
- Cano Rodríguez Isidoro
- Cantero Maria Cecilia
- Carr Jewell
- Casson Ed
- Castaño Patricia
- Castro Conde Almudena
- Cathcart Harold
- Cavale Arvind
- Cech Vladimir
- Cequier Fillat Angel
- Cervantes-Escárcega Jose-Luis
- Cha Bong-Soo
- Chau Tuan
- Chaykin Louis
- Chehayeb Raja
- Chen David
- Chen Jung-Fu
- Chertkoff Alejandro
- Cheung Deanna
- Cheung Stephen
- Chevts Julia
- Chiang Chern-En
- Childress Richard
- Christian Tamra
- Chung Choon-Hee
- Coetzee Kathleen
- Cohen Allan
- Coker Rebecca
- Cole Joanna
- Collier Jeannie
- Condit Jonathan
- Consoli Agostino
- Conway James
- Cooksey Erin
- Cookson Tobias
- Cooper John
- Cooper Lauren
- Copland Allan
- Cornel Jan
- Cornett George Mitchell
- Crenier Laurent
- Cuadrado Jesus
- Cuatrecasas Cambra Guillem
- Cusson Jean
- D'Agostino Ralph B
- D'Agostino Ralph B.
- Daga Shruti
- Damyanova Velichka
- Dauber Ira
- Davila William
- Dawood Saleem
- De Armas Luis
- De Cosmo Salvatore
- De Loredo Luis
- De Teresa Parreño Luis
- de Álvaro Moreno Fernando
- Dean Julius
- Debroye Corinne
- Del Prato Stefano
- Del Prato Stefano
- Delgado Lista Javier
- Della Siega Anthony
- DeMets David
- Demidova Irina
- Derezinski Tadeusz
- Deshpande Sameer
- Detweiler Robert
- Devore Adam
- Di Bartolo Paolo
- Di Giovanna Michael
- Diaz Ernesto
- Dimitriadis Georgios
- Dimitrov Stefan
- Distiller Larry
- Dombrowski Keith
- Dominguez Andrea
- Domínguez Escribano José Ramón
- Donaldson Jill
- Donaubauer Torsten
- Dor Isaac
- Dotta Francesco
- Dreval Alexander
- Drummond Waymon
- Dumas Richard
- Dumbre Snehal
- Dungan Kathleen
- Durán García Santiago
- Duyck Francis
- Dvorakova Eva
- Dzongowski Peter
- Eagerton Donald
- Eapen Zubin
- Earl John
- Eaton Charles
- Ebo Geraldine
- Edelsberger Tomas
- Eliasson Bjorn
- Eliasson Ken
- Elisaf Moses
- Ellison Howard
- Elvira González Javier
- Emslie-Smith Alistair
- Endsley Patricia
- Enns Robert
- Erlinger Rudolf
- Ershova Olga
- Español Maria Vanesa
- Espinoza Augusto Dextre
- Farris Neil
- Ferguson Murdo
- Fernandez-Salazar Eva
- Fernández Rodríguez José María
- Fiel Thomas
- Finkelstein Hernan
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- González-González José Gerardo
- Goodman Shaun
- Gordon Murray
- Gouet Didier
- Grachova Mariya
- Granger Christopher B
- Granger Christopher B.
- Green Fiona
- Green Jennifer B
- Green Jennifer B
- Greene Deb
- Greene Stephen
- Grondin Francois
- Grosskopf Josef
- Groutars Reginald G.E.J.
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- Hagenow Andreas
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- Hartman Israel
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- Hejeebu Srini
- Henry Patrick
- Hereghty Belinda
- Hermany Paul
- Hernandez Mijares Antonio
- Hernandez Adrian F
- Hernandez Adrian F.
- Hernandez-Cassis Carlos
- Heymer Peter
- Hidalgo Horacio
- Higgins Alexander
- Hoek Boudewijn A
- Holman Rury
- Hoogslag Pieter A.M.
- Houle Pierre-Alain
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- Janmohamed Salim
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- Jensen Jan Skov
- Jerjes-Díaz Carlos Sánchez
- Jiménez Díaz Víctor Alfonso
- Jintapakorn Woravut
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- Johnson Andrew
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- Johnson Megan
- Jones Michael
- Jones Nigel P
- Jones Nigel P
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- Kirby William
- Klausmann Gerhard
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- Kovacs Christopher
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- Kragten Johannes A.
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- Lee Hyoung Woo
- Lee Kwan-Woo
- Lee Moon Kyu
- Leiter Lawrence A
- Leiter Lawrence A.
- Lentz John
- Lenzmeier Thomas
- Lesnov Victor
- Lewis David
- Li Wenyan
- Li Zhaoping
- Lieverse Aloysius G.
- Lif-Tiberg Cornelia
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- McMurray John J.V.
- McMurray John J.V.
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- Patel Chetan
- Patel Prashant
- Patel Rajesh
- Patel Rajivkumar
- Patel Vickas
- Patil Ashwini P
- Patil Suradnya
- Patterson Catherine
- Pauker Zsolt
- Pearson Ewan
- Pelayo-Orozco Emilia Susana
- Perea Castilla Verónica
- Perez Manghi Federico
- Perez Soto Isabel
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- Pertseva Nataliia
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- Pérez Pérez Antonio
- Quesada Charneco Miguel
- Quesada Simón Angustias
- Raad George
- Raclavska Lea
- Rahman Aref
- Raikhel Marina
- Raisinghani Ajit
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- Raorane Amruta
- Rasouli Neda
- Rauzi Frank
- Rebrov Andrey
- Redón Mas Josep
- Regner Stefan
- Rego Iraeta Antonia
- Reich Dennis
- Rethaford Renee
- Revesz Katalin
- Revoredo Frederick Massucco
- Rich Jenny
- Richards Jackie
- Riddle Matthew
- Rieker Werner
- Rincon Luis Zapata
- Rivellese Angela Albarosa
- Rodriguez Alvarez Maria
- Rodriguez Papini Nelson
- Rodríguez Rodríguez Irene
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- Rohr Kathryn
- Romanczuk Piotr
- Rose Ludger
- Roseman Hal
- Rosenberg Anne
- Rosenberg Anne E
- Rosenbloom Alan
- Ross Jorge
- Roush Jennifer
- Rovner Sergio
- Russell Rachael
- Ruyatkina Ludmila
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- Sachson Richard
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- Salmonsson Staffan
- Samer Holger
- Samoylova Julia
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- Sandhu Chamandeep
- Sanmartin Berglund Johan
- Sansanayudh Nakarin
- Sarvan Mohamed
- Saswadkar Aarti
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- Scheen André
- Schiffer Clemens
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- Schneider Ricky
- Scholz Bernd-M.
- Schou Morten
- Schubert Jessica
- Schuchard Timothy
- Schultheis Ron
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- Seufert Jochen
- Shaik Fayaz
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- Shilkina Natalia
- Shinde Rakesh
- Shitut Aditi
- Shlesinger Yshay
- Siegel Anna
- Sigal Helena
- Sigmon Kristina
- Sigmon Kristina N
- Silhova Elena
- Sinay Isaac
- Singh Narendra
- Sivalingam Kanagaratnam
- Sjöberg Folke
- Skokowska Ewa
- Smirnov Ivan
- Smith Paul
- Smith Peter
- Soffer Joseph
- Sokolova Nadezhda
- Solanki Sheetal
- Somerville Matthew
- Somerville Matthew C
- Soto González Alfonso
- Sowell Margaret
- Sposetti Georgina
- Srimahachota Suphot
- St-Maurice Francois
- Stankiewicz Andrzej
- Stasinska Teresa
- Stead Janet
- Steindorf Joerg
- Stewart Murray
- Stockhausen Juergen
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- Stonesifer Larry
- Storey Daniel
- Stoyanova Zhasmina
- Stuebler Petra
- Suh David
- Sukumaran Usha
- Swart Hendrik P.
- Sándor Vangel
- Söderberg Stefan
- Taeschner Heidrun
- Taft Lin
- Tahir Mohammed
- Tan Anjanette
- Tan Choon Beng Kathryn
- Tan Marilyn
- Taylon Alain
- Tentolouris Nikolaos
- Tews Dietrich
- Thakkar Maitreya
- Thomas Betsy
- Thorpe Karl
- Thorpe Karl M
- Thuan Jean-Francois
- Tien Kai Jen
- Tinahones Madueno Francisco
- Tirador Louie
- Tonolo Giancarlo
- Torres-Colores Jose Juan
- Torstensson Ingemar
- Trescoli Serrano Carlos
- Trevisan Roberto
- Tricoci Pierluigi
- Tripathy Devjit
- Trznadel-Morawska Iwona
- Tsapas Apostolos
- Tschoepe Diethelm
- Tseng Shih-Ting
- Tu Shih-Te
- Tugwell Barna
- Tzatzagou Glykeria
- Ulied Armiñana Angels
- Ulla Maria
- Urbanek Robin
- Uwaifo Gabriel
- Van Gaal Luc
- Vandyne Beth
- Vaphare Ashok
- Vasilevskaya Olga
- Vass Viktor
- Vedere Amarnath
- Vemulapalli Sreekanth
- Venugopal Chandra
- Verbovaya Nelli
- Vercammen Chris
- Verra Fernando
- Vidrio-Velázquez Maricela
- Viergever Eric P.
- Villagordoa-Mesa Juan
- Vishneva Elena
- Vizel Saul
- Vlasenko Maryna
- Vo Anthony
- Voinot Christel
- Vorobyev Sergey
- Vorokhobina Natalya
- Vouillarmet Julien
- Vrkoc Jan
- Wang Chih-Yuan
- Wang Ji-Hung
- Watson Anthony
- Watson David
- Welch Michelle
- Welker James
- White Alexander
- Wilhelm Karl
- Willis John
- Wilson Matt
- Wilson Tim
- Witek Robert
- Wium Cecilie
- Womer Terese
- Woo Vincent
- Wraight Ella
- Wynne Alan
- Xing Weibing
- Yamwong Sukit
- Yazdani Shahram
- Ye June
- Yoo Soon Jib
- Yordanov Victor
- Yu Jaemyung
- Zabalua Silvina
- Zaidman Cesar
- Zang Eddie
- Zanozina Olga
- Zeller-Stefan Helga
- Zhdanova Elena
- Zlova Tetiana
- Zubiate Carlos
- Zykova Tatyana
- Publication venue
- 'Elsevier BV'
- Publication date
- 01/01/2018
- Field of study
Background:
Glucagon-like peptide 1 receptor agonists differ in chemical structure, duration of action, and in their effects on clinical outcomes. The cardiovascular effects of once-weekly albiglutide in type 2 diabetes are unknown. We aimed to determine the safety and efficacy of albiglutide in preventing cardiovascular death, myocardial infarction, or stroke.
Methods:
We did a double-blind, randomised, placebo-controlled trial in 610 sites across 28 countries. We randomly assigned patients aged 40 years and older with type 2 diabetes and cardiovascular disease (at a 1:1 ratio) to groups that either received a subcutaneous injection of albiglutide (30–50 mg, based on glycaemic response and tolerability) or of a matched volume of placebo once a week, in addition to their standard care. Investigators used an interactive voice or web response system to obtain treatment assignment, and patients and all study investigators were masked to their treatment allocation. We hypothesised that albiglutide would be non-inferior to placebo for the primary outcome of the first occurrence of cardiovascular death, myocardial infarction, or stroke, which was assessed in the intention-to-treat population. If non-inferiority was confirmed by an upper limit of the 95% CI for a hazard ratio of less than 1·30, closed testing for superiority was prespecified. This study is registered with ClinicalTrials.gov, number NCT02465515.
Findings:
Patients were screened between July 1, 2015, and Nov 24, 2016. 10 793 patients were screened and 9463 participants were enrolled and randomly assigned to groups: 4731 patients were assigned to receive albiglutide and 4732 patients to receive placebo. On Nov 8, 2017, it was determined that 611 primary endpoints and a median follow-up of at least 1·5 years had accrued, and participants returned for a final visit and discontinuation from study treatment; the last patient visit was on March 12, 2018. These 9463 patients, the intention-to-treat population, were evaluated for a median duration of 1·6 years and were assessed for the primary outcome. The primary composite outcome occurred in 338 (7%) of 4731 patients at an incidence rate of 4·6 events per 100 person-years in the albiglutide group and in 428 (9%) of 4732 patients at an incidence rate of 5·9 events per 100 person-years in the placebo group (hazard ratio 0·78, 95% CI 0·68–0·90), which indicated that albiglutide was superior to placebo (p<0·0001 for non-inferiority; p=0·0006 for superiority). The incidence of acute pancreatitis (ten patients in the albiglutide group and seven patients in the placebo group), pancreatic cancer (six patients in the albiglutide group and five patients in the placebo group), medullary thyroid carcinoma (zero patients in both groups), and other serious adverse events did not differ between the two groups. There were three (<1%) deaths in the placebo group that were assessed by investigators, who were masked to study drug assignment, to be treatment-related and two (<1%) deaths in the albiglutide group.
Interpretation:
In patients with type 2 diabetes and cardiovascular disease, albiglutide was superior to placebo with respect to major adverse cardiovascular events. Evidence-based glucagon-like peptide 1 receptor agonists should therefore be considered as part of a comprehensive strategy to reduce the risk of cardiovascular events in patients with type 2 diabetes.
Funding:
GlaxoSmithKline
Cabbage and fermented vegetables : From death rate heterogeneity in countries to candidates for mitigation strategies of severe COVID-19
- Author
- Abdul Latiff Amir Hamzah
- Abdullah Baharudin
- Aberer Werner
- Abusada Nancy
- Adcock Ian
- Afani Alejandro
- Agache Ioana
- Aggelidis Xenofon
- Agustin Jenifer
- Akdis Cezmi A.
- Akdis Cezmi A.
- Akdis Mubeccel
- Al-Ahmad Mona
- Al-Zahab Bassam Abou
- Alburdan Hussam
- Aldrey-Palacios Oscar
- Alvarez Cuesta Emilio
- Alwan Salman Hiba
- Alzaabi Ashraf
- Amade Salma
- Ambrocio Gene
- Angles Rosana
- Annesi-Maesano Isabella
- Ansotegui Ignacio J.
- Anto Josep M.
- Anto Josep M.
- Ara Bardajo Paula
- Arasi Stefania
- Arrais Margarete
- Arshad Hasan
- Artesani Maria-Cristina
- Asayag Estrella
- Avolio Francesca
- Azhari Khuzama
- Bachert Claus
- Bagnasco Diego
- Baiardini Ilaria
- Bajrovic Nissera
- Bakakos Petros
- Bakeyala Mongono Sergio
- Balotro-Torres Christine
- Barba Sergio
- Barbara Cristina
- Barbosa Elsa
- Barreto Bruno
- Bartra Joan
- Basagana Xavier
- Bateman Eric D.
- Battur Lkhagvaa
- Bedbrook Anna
- Bedolla Barajas Martin
- Beghe Bianca
- Bekere Antra
- Bel Elizabeth
- Ben Kheder Ali
- Bennoor Kazi S.
- Benson Mikael
- Berghea Elena-Camelia
- Bergmann Karl-Christian
- Bernardini Roberto
- Bernstein David
- Bewick Mike
- Bialek Slawomir
- Bialoszewski Artur
- Bieber Thomas
- Billo Nils E.
- Bilo Maria-Beatrice
- Bindslev-Jensen Carsten
- Bjermer Leif
- Blain Hubert
- Blain Hubert
- Bobolea Irina
- Bochenska Marciniak Malgorzata
- Bond Christine
- Boner Attilio
- Bonini Matteo
- Bonini Sergio
- Bosnic-Anticevich Sinthia
- Bosse Isabelle
- Botskariova Sofia
- Bouchard Jacques
- Boulet Louis-Philippe
- Bourret Rodolphe
- Bousquet Jean
- Bousquet Philippe
- Braido Fulvio
- Briggs Andrew
- Brightling Christopher E.
- Brozek Jan
- Brussino Luisa
- Buhl Roland
- Bumbacea Roxana
- Buquicchio Rosalva
- Burguete Cabanas Maria-Teresa
- Bush Andrew
- Busse William W.
- Buters Jeroen
- Caballero-Fonseca Fernan
- Calderon Moises A.
- Calvo Mario
- Camargos Paulo
- Camuzat Thierry
- Canevari F. R.
- Cano Antonio
- Canonica G. Walter
- Capriles-Hulett Arnaldo
- Caraballo Luis
- Cardona Vicky
- Carlsen Kai-Hakon
- Carmona Pirez Jonas
- Caro Jorge
- Carr Warner
- Carreiro-Martins Pedro
- Carreon-Asuncion Fredelita
- Carriazo Ana-Maria
- Carrion y Ribas Carme
- Casale Thomas
- Castor Mary-Ann
- Castro Elizabeth
- Caviglia A. G.
- Cecchi Lorenzo
- Cepeda Sarabia Alfonso
- Chalubinski Maciej
- Chandrasekharan Ramanathan
- Chang Yoon-Seok
- Chato-Andeza Victoria
- Chatzi Lida
- Chatzidaki Christina
- Chavannes Niels H.
- Chaves Loureiro Claudia
- Chavez Garcia Aurora-Alejandra
- Chelninska Marta
- Chen Yuzhi
- Cheng Lei
- Chinthrajah Sharon
- Chivato Tomas
- Chkhartishvili Ekaterine
- Christoff George
- Chrystyn Henry
- Chu Derek K.
- Chua Antonio
- Chuchalin Alexander
- Chung Kian Fan
- Ciceran Alberto
- Cingi Cemal
- Ciprandi Giorgio
- Cirule Ieva
- Coelho Ana-Carla
- Compalati Enrico
- Constantinidis Jannis
- Correia de Sousa Jaime
- Costa David
- Costa Elisio Manuel
- Coste Andre
- Cottini M.
- Cox Linda
- Crisci Carlos
- Crivellaro Maria Angiola
- Cruz Alvaro A.
- Cullen John
- Custovic Adnan
- Cvetkovski Biljana
- Czarlewski Wienczyslawa
- Czarlewski Wienczyslawa
- D'Amato Gennaro
- da Silva Jane
- Dahl Ronald
- Dahlen Sven-Erik
- Daniilidis Vasilis
- Darjazini Nahhas Louei
- Darsow Ulf
- Davies Janet
- de Blay Frederic
- De Feo Giulia
- De Guia Eloisa
- de la Luz Hortensia Garcia Cruz Maria
- de la Torre Navarrete Jose-Ricardo
- de los Santos Chato
- De Manuel Keenoy Esteban
- De Vries Govert
- De Wang Yun
- del Carmen Costa Dominguez Maria
- Deleanu Diana
- Demoly Pascal
- Denburg Judah
- Devillier Philippe
- Didier Alain
- Dimic Janjic Sanja
- Dimou Maria
- Dinh-Xuan Anh Tuan
- Djukanovic Ratko
- Do Ceu Texeira Maria
- Dokic Dejan
- Dominguez Silva Margarita Gabriela
- Douagui Habib
- Douladiris Nikolaos
- Doulaptsi Maria
- Dray Gerard
- Dubakiene Ruta
- Dupas Eve
- Durham Stephen
- Duse Marzia
- Dykewicz Mark
- Ebo Didier
- Edelbaher Natalija
- Eiwegger Thomas
- Eklund Patrik
- El-Gamal Yehia
- El-Sayed Shereen S.
- El-Sayed Zeinab A.
- El-Seify Magda
- Emuzyte Regina
- Enecilla Lourdes
- Erhola Marina
- Espinoza Contreras Jesus Guillermo
- Espinoza Heidilita
- Farrell John
- Fernandez Lenora
- Fimbres Jimenez Paola
- Fink Wagner Antje
- Fiocchi Alessandro
- Fokkens Wytske J.
- Folletti Lenia
- Fonseca Joao A.
- Fonseca Susana C.
- Fontaine Jean-Francois
- Forastiere Francesco
- Fuentes Perez Jose Miguel
- Gaerlan-Resureccion Emily
- Gaga Mina
- Galvez Romero Jose Luis
- Gamkrelidze Amiran
- Garcia Cobas Cecilia Yvonne
- Garcia Alexis
- Gayraud Jacques
- Gelardi Matteo
- Gemicioglu Bilun
- Gennimata Dimitra
- Genova Sonya
- Gereda Jose
- Gerth van Wijk Roy
- Giuliano Antonio
- Gomez Rene-Maximiliano
- Gonzalez Ballester Miguel-Ange
- Gonzalez Diaz Sandra
- Gotua Maia
- Grigoreas Christos
- Grisle Ineta
- Guidacci Marta
- Guldemond Nick
- Gutter Zdenek
- Guzman Antonieta
- Haahtela Tari
- Haahtela Tari
- Halloum Ramsa
- Halpin David
- Hamelmann Eckard
- Hammadi Suleiman
- Harvey Richard
- Heffler Enrico
- Heinrich Joachim
- Hejjaoui Adnan
- Hellquist-Dahl Birthe
- Hernandez Velazquez Luiana
- Hew Mark
- Hossny Elham
- Howarth Peter
- Hrubisko Martin
- Huerta Villalobos Yunuen Rocio
- Humbert Marc
- Husain Salina
- Hyland Michael
- Iaccarino Guido
- Iaccarino Guido
- Ibrahim Moustafa
- Ilina Nataliya
- Illario Maddalena
- Incorvaia Cristoforo
- Infantino Antonio
- Irani Carla
- Ispayeva Zhanat
- Ivancevich Juan Carlos
- Jares Edgardo E. J.
- Jarvis Deborah
- Jassem Ewa
- Jenko Klemen
- Jimeneracruz Uscanga Ruben Dario
- Johnston Sebastian L.
- Joos Guy
- Jost Maja
- Julge Kaja
- Jung Ki-Suck
- Just Jocelyne
- Jutel Marek
- Kaidashev Igor
- Kalayci Omer
- Kalyoncu Fuat
- Kapsali Jeni
- Kardas Przemyslaw
- Karjalainen Jussi
- Kasala Carmela A.
- Katotomichelakis Michael
- Kavaliukaite Loreta
- Keil Thomas
- Keith Paul
- Khaitov Musa
- Khaltaev Nikolai
- Kim You-Young
- Kirenga Bruce
- Kleine-Tebbe Jorg
- Klimek Ludger
- Ko Fanny W.
- Koffi N'Goran Bernard
- Kompoti Evangelia
- Kopac Peter
- Koppelman Gerard
- Koren Jeverica Anja
- Koskinen Seppo
- Kosnik Mitja
- Kostka Tomasz
- Kostov Kosta V.
- Kowalski Marek L.
- Kralimarkova Tanya
- Kramer Vrscaj Karmen
- Kraxner Helga
- Kreft Samo
- Kritikos Vicky
- Kudlay Dmitry
- Kuitunen Mikael
- Kull Inger
- Kuna Piotr
- Kupczyk Maciej
- Kvedariene Violeta
- Kyriakakou Marialena
- Lalek Nika
- Landi Massimo
- Lane Stephen
- Larenas-Linnemann Desiree E.
- Lau Susanne
- Laune Daniel
- Lavrut Jorge
- Le Lan
- Lenzenhuber Martina
- Leo Gualtiero
- Lessa Marcus
- Levin Michael
- Li Jing
- Lieberman Philip
- Liotta Giuseppe
- Lipworth Brian
- Liu Xuandao
- Lobo Rommel
- Lodrup Carlsen Karin C.
- Lombardi Carlo
- Louis Renaud
- Loukidis Stelios
- Lourenco Olga
- Luna Pech Jorge A.
- Madjar Bojan
- Maggi Enrico
- Magnan Antoine
- Mahboub Bassam
- Mair Alpana
- Maitland van der Zee Anke-Hilse
- Makela Mika
- Makris Michael
- Malling Hans-Jorgen
- Mandajieva Mariana
- Manning Patrick
- Manousakis Manolis
- Maragoudakis Pavlos
- Marseglia Gianluigi
- Marshall Gailen
- Masjedi Mohammad Reza
- Maspero Jorge F.
- Matta Campos Juan Jose
- Maurer Marcus
- Mavale-Manuel Sandra
- Meco Cem
- Melen Erik
- Melioli Giovanni
- Melo-Gomes Elisabete
- Meltzer Eli O.
- Menditto Enrica
- Menzies-Gow Andrew
- Merk Hans
- Michel Jean-Pierre
- Micheli Yann
- Miculinic Neven
- Midao Luis
- Mihaltan Florin
- Mikos Nikolaos
- Milanese Manlio
- Milenkovic Branislava
- Mitsias Dimitrios
- Moalla Bassem
- Moda Giuliana
- Mogica Martinez Maria Dolores
- Mohammad Yousser
- Moharra Frances-Montserrat
- Moin Mostafa
- Molimard Mathieu
- Momas Isabelle
- Mommers Monique
- Monaco Alessandro
- Montefort Stephen
- Montenegro Lucia-Elvira
- Monti Riccardo
- Mora Dory
- Morais-Almeida Mario
- Mosges Ralph
- Mostafa Badr Eldin
- Mullol Joaquim
- Munter Lars
- Muraro Antonella
- Murray Ruth
- Musarra Antonio
- Mustakov Tihomir
- Naclerio Robert
- Nadeau Kari C.
- Nadif Rachel
- Nakonechna Alla
- Namazova-Baranova Leyla
- Navarro-Locsin Gretchen
- Neffen Hugo
- Nekam Kristof
- Neou Angelos
- Nettis Eustachio
- Neuberger Daniel
- Nicod Laurent
- Nicola Stefania
- Niederberger-Leppin Verena
- Niedoszytko Marek
- Nieto Antonio
- Novellino Ettore
- Nunes Elizabete
- Nyembue Dieudonne
- O'Hehir Robyn E.
- Odjakova Cvetanka
- Ohta Ken
- Okamoto Yoshitaka
- Okubo Kimi
- Oliver Brian
- Onorato Gabrielle L.
- Orru Maria Pia
- Ortiz Valeria Garcia
- Ouedraogo Solange
- Ouoba Kampadilemba
- Padilla Francisco-Javier
- Paggiaro Pier Luigi
- Pagkalos Aris
- Pajno Giovanni
- Pala Gianni
- Palaniappan S. P.
- Pali-Scholl Isabella
- Palkonen Susanna
- Palmer Stephen
- Panaitescu Bunu Carmen
- Panzner Petr
- Papadopoulos Nikos G.
- Papanikolaou Vasilis
- Papi Alberto
- Paralchev Bojidar
- Paraskevopoulos Giannis
- Park Hae-Sim
- Passalacqua Giovanni
- Patella Vincenzo
- Pavord Ian
- Pawankar Ruby
- Pedersen Soren
- Peleve Susete
- Pellegino Simona
- Pereira Ana
- Pereira Mariana
- Perez Tamara
- Perna Andrea
- Peroni Diego
- Pfaar Oliver
- Pham-Thi Nhan
- Pigearias Bernard
- Pin Isabelle
- Pinto Barnaro Sousa
- Piskou Konstantina
- Pitsios Constantinos
- Plavec Davor
- Poethig Dagmar
- Pohl Wolfgang
- Poplas Susic Antonija
- Popov Todor A.
- Portejoie Fabienne
- Potter Paul
- Poulsen Lars
- Prados-Torres Alexandra
- Prarros Fotis
- Price David
- Prokopakis Emmanuel
- Puggioni Francesca
- Puig-Domenech Elisa
- Puy Robert
- Rabe Klaus
- Rabotti Silvia
- Raciborski Filip
- Ramos Josephine
- Recalcati Cristina
- Recto Marysia T.
- Reda Shereen M.
- Regateiro Frederico S.
- Reider Norbert
- Reitsma Sietze
- Repka-Ramirez Susana
- Ridolo Erminia
- Rimmer Janet
- Rivero Yeverino Daniela
- Rizzo Jose Angelo
- Robalo-Cordeiro Carlos
- Roberts Graham
- Robles Karen
- Roche Nicolas
- Rodriguez Gonzalez Monica
- Rodriguez Zagal Erendira
- Rolla Giovanni
- Rolland Christine
- Roller-Wirnsberger Regina
- Roman Rodriguez Miguel
- Romano Antonino
- Romantowski Jan
- Rombaux Philippe
- Romualdez Joel
- Rosado-Pinto Jose
- Rosario Nelson
- Rosenwasser Lanny
- Rossi Oliviero
- Rottem Menachem
- Rouadi Philip W.
- Rovina Nikoleta
- Rozman Sinur Irma
- Ruiz Segura Lucy Tania
- Ruiz Mauricio
- Ryan Dermot
- Sagara Hironori
- Sakai Daiki
- Sakurai Daiju
- Saleh Wafaa
- Salimaki Johanna
- Samitas Konstantinos
- Samolinski Boleslaw
- Sanchez Coronel Maria Guadalupe
- Sanchez-Borges Mario
- Sanchez-Lopez Jaime
- Sansonna Melissa
- Sarafoleanu Codrut
- Sarquis Serpa Faradiba
- Sastre Joaquin
- Savi Eleonora
- Savonyte Agne
- Sawaf Bisher
- Scadding Glenis K.
- Scheire Sophie
- Schmid-Grendelmeier Peter
- Schuhl Juan Francisco
- Schunemann Holger
- Schvalbova Maria
- Schwarze Jorgen
- Scichilone Nicola
- Senna Gianenrico
- Sepulveda Cecilia
- Serrano Elie
- Shamai Sara
- Sheikh Aziz
- Sheikh Aziz
- Shields Mike
- Shishkov Vasil
- Siafakas Nikos
- Simeonov Alexander
- Simons Estelle F. E. R.
- Sisul Juan Carlos
- Sitkauskiene Brigita
- Skrindo Ingelbjorg
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- Sondermann Martin
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- Vichyanond Pakit
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- Vidgren Petra
- Viegi Giovanni
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- Vontetsianos Theodoros
- Vourdas Dimitris
- Wagenmann Martin
- Walker Samantha
- Wallace Dana
- Waserman Susan
- Wehner Katrin
- Wickman Magnus
- Williams Dennis
- Williams Sian
- Wilson Nicola
- Wong Gary
- Woo Kent
- Wozniak Lucyna
- Wright John
- Wroczynski Piotr
- Xepapadaki Paraskevi
- Yakovliev Plamen
- Yamaguchi Masao
- Yan Kwok
- Yap Yoke Yeow
- Yassin Mais
- Yawn Barbara
- Yiallouros Panayiotis
- Yorgancioglu Arzu
- Yoshihara Shigemi
- Young Ian
- Yusuf Osman B.
- Zaidi Asghar
- Zaitoun Fares
- Zalud Petra
- Zar Heather
- Zedda M. T.
- Zernotti Mario E.
- Zhang Luo
- Zhong Nanshan
- Zidarn Mihaela
- Zuberbier Torsten
- Zuberbier Torsten
- Zubrinich Celia
- Publication venue
- Publication date
- 01/01/2020
- Field of study
Large differences in COVID-19 death rates exist between countries and between regions of the same country. Some very low death rate countries such as Eastern Asia, Central Europe, or the Balkans have a common feature of eating large quantities of fermented foods. Although biases exist when examining ecological studies, fermented vegetables or cabbage have been associated with low death rates in European countries. SARS-CoV-2 binds to its receptor, the angiotensin-converting enzyme 2 (ACE2). As a result of SARS-CoV-2 binding, ACE2 downregulation enhances the angiotensin II receptor type 1 (AT(1)R) axis associated with oxidative stress. This leads to insulin resistance as well as lung and endothelial damage, two severe outcomes of COVID-19. The nuclear factor (erythroid-derived 2)-like 2 (Nrf2) is the most potent antioxidant in humans and can block in particular the AT(1)R axis. Cabbage contains precursors of sulforaphane, the most active natural activator of Nrf2. Fermented vegetables contain many lactobacilli, which are also potent Nrf2 activators. Three examples are: kimchi in Korea, westernized foods, and the slum paradox. It is proposed that fermented cabbage is a proof-of-concept of dietary manipulations that may enhance Nrf2-associated antioxidant effects, helpful in mitigating COVID-19 severity.Peer reviewe
Nrf2-interacting nutrients and COVID-19 : time for research to develop adaptation strategies
- Author
- Abdul Latiff Amir Hamzah
- Abdullah Baharudin
- Aberer Werner
- Abusada Nancy
- Adcock Ian
- Afani Alejandro
- Agache Ioana
- Aggelidis Xenofon
- Agustin Jenifer
- Akdis Cezmi A.
- Akdis Cezmi A.
- Akdis Mubeccel
- Al-Ahmad Mona
- Al-Zahab Bassam Abou
- Alburdan Hussam
- Aldrey-Palacios Oscar
- Alvarez Cuesta Emilio
- Alwan Salman Hiba
- Alzaabi Ashraf
- Amade Salma
- Ambrocio Gene
- Angles Rosana
- Annesi-Maesano Isabella
- Ansotegui Ignacio J.
- Anto Josep M.
- Anto Josep M.
- Ara Bardajo Paula
- Arasi Stefania
- Arrais Margarete
- Arshad Hasan
- Artesani Maria-Cristina
- Asayag Estrella
- Avolio Francesca
- Azhari Khuzama
- Bachert Claus
- Bagnasco Diego
- Baiardini Ilaria
- Bajrovic Nissera
- Bakakos Petros
- Bakeyala Mongono Sergio
- Balotro-Torres Christine
- Barba Sergio
- Barbara Cristina
- Barbosa Elsa
- Barreto Bruno
- Bartra Joan
- Basagana Xavier
- Bateman Eric D.
- Battur Lkhagvaa
- Bedbrook Anna
- Bedolla Barajas Martin
- Beghe Bianca
- Bekere Antra
- Bel Elizabeth
- Ben Kheder Ali
- Bennoor Kazi S.
- Benson Mikael
- Berghea Elena-Camelia
- Bergmann Karl-Christian
- Bernardini Roberto
- Bernstein David
- Bewick Mike
- Bialek Slawomir
- Bialoszewski Artur
- Bieber Thomas
- Billo Nils E.
- Bilo Maria-Beatrice
- Bindslev-Jensen Carsten
- Bjermer Leif
- Blain Hubert
- Blain Hubert
- Bobolea Irina
- Bochenska Marciniak Malgorzata
- Bond Christine
- Boner Attilio
- Bonini Matteo
- Bonini Sergio
- Bosnic-Anticevich Sinthia
- Bosse Isabelle
- Botskariova Sofia
- Bouchard Jacques
- Boulet Louis-Philippe
- Bourret Rodolphe
- Bousquet Jean
- Bousquet Philippe
- Braido Fulvio
- Briggs Andrew
- Brightling Christopher E.
- Brozek Jan
- Brussino Luisa
- Buhl Roland
- Bumbacea Roxana
- Buquicchio Rosalva
- Burguete Cabanas Maria-Teresa
- Bush Andrew
- Busse William W.
- Buters Jeroen
- Caballero-Fonseca Fernan
- Calderon Moises A.
- Calvo Mario
- Camargos Paulo
- Camuzat Thierry
- Canevari F. R.
- Cano Antonio
- Canonica G. Walter
- Canonica G. Walter
- Capriles-Hulett Arnaldo
- Caraballo Luis
- Cardona Vicky
- Carlsen Kai-Hakon
- Carmona Pirez Jonas
- Caro Jorge
- Carr Warner
- Carreiro-Martins Pedro
- Carreon-Asuncion Fredelita
- Carriazo Ana-Maria
- Carrion y Ribas Carme
- Casale Thomas
- Castor Mary-Ann
- Castro Elizabeth
- Caviglia A. G.
- Cecchi Lorenzo
- Cepeda Sarabia Alfonso
- Chalubinski Maciej
- Chandrasekharan Ramanathan
- Chang Yoon-Seok
- Chato-Andeza Victoria
- Chatzi Lida
- Chatzidaki Christina
- Chavannes Niels H.
- Chaves Loureiro Claudia
- Chavez Garcia Aurora-Alejandra
- Chelninska Marta
- Chen Yuzhi
- Cheng Lei
- Chinthrajah Sharon
- Chivato Tomas
- Chkhartishvili Ekaterine
- Choi Hak-Jong
- Christoff George
- Chrystyn Henry
- Chu Derek K.
- Chua Antonio
- Chuchalin Alexander
- Chung Kian Fan
- Ciceran Alberto
- Cingi Cemal
- Ciprandi Giorgio
- Cirule Ieva
- Coelho Ana-Carla
- Compalati Enrico
- Constantinidis Jannis
- Correia de Sousa Jaime
- Costa David
- Costa Elisio Manuel
- Coste Andre
- Cottini M.
- Cox Linda
- Crisci Carlos
- Cristol Jean-Paul
- Crivellaro Maria Angiola
- Cruz Alvaro A.
- Cullen John
- Custovic Adnan
- Cvetkovski Biljana
- Czarlewski Wienczyslawa
- Czarlewski Wienczyslawa
- D'Amato Gennaro
- da Silva Jane
- Dahl Ronald
- Dahlen Sven-Erik
- Daniilidis Vasilis
- Darjazini Nahhas Louei
- Darsow Ulf
- Davies Janet
- de Blay Frederic
- De Feo Giulia
- De Guia Eloisa
- de la Luz Hortensia Garcia Cruz Maria
- de la Torre Navarrete Jose-Ricardo
- de los Santos Chato
- De Manuel Keenoy Esteban
- De Vries Govert
- De Wang Yun
- del Carmen Costa Dominguez Maria
- Deleanu Diana
- Demoly Pascal
- Denburg Judah
- Devillier Philippe
- Didier Alain
- Dimic Janjic Sanja
- Dimou Maria
- Dinh-Xuan Anh Tuan
- Djukanovic Ratko
- Do Ceu Texeira Maria
- Dokic Dejan
- Dominguez Silva Margarita Gabriela
- Douagui Habib
- Douladiris Nikolaos
- Doulaptsi Maria
- Dray Gerard
- Dubakiene Ruta
- Dupas Eve
- Durham Stephen
- Duse Marzia
- Dykewicz Mark
- Ebo Didier
- Edelbaher Natalija
- Eiwegger Thomas
- Eklund Patrik
- El-Gamal Yehia
- El-Sayed Shereen S.
- El-Sayed Zeinab A.
- El-Seify Magda
- Emuzyte Regina
- Enecilla Lourdes
- Erhola Marina
- Espinoza Contreras Jesus Guillermo
- Espinoza Heidilita
- Farrell John
- Fernandez Lenora
- Fimbres Jimenez Paola
- Fink Wagner Antje
- Fiocchi Alessandro
- Fiocchi Alessandro
- Fokkens Wytske J.
- Folletti Lenia
- Fonseca Joao A.
- Fonseca Joao A.
- Fonseca Susana C.
- Fontaine Jean-Francois
- Forastiere Francesco
- Fuentes Perez Jose Miguel
- Gaerlan-Resureccion Emily
- Gaga Mina
- Galvez Romero Jose Luis
- Gamkrelidze Amiran
- Garcia Cobas Cecilia Yvonne
- Garcia Alexis
- Gayraud Jacques
- Gelardi Matteo
- Gemicioglu Bilun
- Gennimata Dimitra
- Genova Sonya
- Gereda Jose
- Gerth van Wijk Roy
- Giuliano Antonio
- Gomez Rene-Maximiliano
- Gonzalez Ballester Miguel-Ange
- Gonzalez Diaz Sandra
- Gotua Maia
- Grigoreas Christos
- Grisle Ineta
- Guidacci Marta
- Guldemond Nick
- Gutter Zdenek
- Guzman Antonieta
- Haahtela Tari
- Haahtela Tari
- Halloum Ramsa
- Halpin David
- Hamelmann Eckard
- Hammadi Suleiman
- Harvey Richard
- Heffler Enrico
- Heinrich Joachim
- Hejjaoui Adnan
- Hellquist-Dahl Birthe
- Hernandez Velazquez Luiana
- Hew Mark
- Hossny Elham
- Howarth Peter
- Hrubisko Martin
- Huerta Villalobos Yunuen Rocio
- Humbert Marc
- Husain Salina
- Hyland Michael
- Iaccarino Guido
- Iaccarino Guido
- Ibrahim Moustafa
- Ilina Nataliya
- Illario Maddalena
- Incorvaia Cristoforo
- Infantino Antonio
- Irani Carla
- Ispayeva Zhanat
- Ivancevich Juan Carlos
- Jares Edgardo E. J.
- Jarvis Deborah
- Jassem Ewa
- Jenko Klemen
- Jimeneracruz Uscanga Ruben Dario
- Johnston Sebastian L.
- Joos Guy
- Jost Maja
- Julge Kaja
- Jung Ki-Suck
- Just Jocelyne
- Jutel Marek
- Kaidashev Igor
- Kalayci Omer
- Kalyoncu Fuat
- Kapsali Jeni
- Kardas Przemyslaw
- Karjalainen Jussi
- Kasala Carmela A.
- Katotomichelakis Michael
- Kavaliukaite Loreta
- Keil Thomas
- Keith Paul
- Khaitov Musa
- Khaltaev Nikolai
- Kim Hyun Ju
- Kim You-Young
- Kirenga Bruce
- Kleine-Tebbe Jorg
- Klimek Ludger
- Ko Fanny W.
- Koffi N'Goran Bernard
- Kompoti Evangelia
- Kopac Peter
- Koppelman Gerard
- Koren Jeverica Anja
- Koskinen Seppo
- Kosnik Mitja
- Kostka Tomasz
- Kostov Kosta V.
- Kowalski Marek L.
- Kralimarkova Tanya
- Kramer Vrscaj Karmen
- Kraxner Helga
- Kreft Samo
- Kritikos Vicky
- Kudlay Dmitry
- Kuitunen Mikael
- Kull Inger
- Kuna Piotr
- Kupczyk Maciej
- Kvedariene Violeta
- Kyriakakou Marialena
- Lalek Nika
- Landi Massimo
- Lane Stephen
- Larenas-Linnemann Desiree E.
- Lau Susanne
- Laune Daniel
- Lavrut Jorge
- Le Moing Vincent
- Le Lan
- Lenzenhuber Martina
- Leo Gualtiero
- Lessa Marcus
- Levin Michael
- Li Jing
- Lieberman Philip
- Liotta Giuseppe
- Lipworth Brian
- Liu Xuandao
- Lobo Rommel
- Lodrup Carlsen Karin C.
- Lombardi Carlo
- Louis Renaud
- Loukidis Stelios
- Lourenco Olga
- Luna Pech Jorge A.
- Madjar Bojan
- Maggi Enrico
- Magnan Antoine
- Mahboub Bassam
- Mair Alpana
- Maitland van der Zee Anke-Hilse
- Makela Mika
- Makris Michael
- Malling Hans-Jorgen
- Mandajieva Mariana
- Manning Patrick
- Manousakis Manolis
- Maragoudakis Pavlos
- Marseglia Gianluigi
- Marshall Gailen
- Martineau Adrian
- Masjedi Mohammad Reza
- Maspero Jorge F.
- Matta Campos Juan Jose
- Maurer Marcus
- Mavale-Manuel Sandra
- Meco Cem
- Melen Erik
- Melioli Giovanni
- Melo-Gomes Elisabete
- Meltzer Eli O.
- Menditto Enrica
- Menzies-Gow Andrew
- Merk Hans
- Michel Jean-Pierre
- Micheli Yann
- Miculinic Neven
- Midao Luis
- Mihaltan Florin
- Mikos Nikolaos
- Milanese Manlio
- Milenkovic Branislava
- Mitsias Dimitrios
- Moalla Bassem
- Moda Giuliana
- Mogica Martinez Maria Dolores
- Mohammad Yousser
- Moharra Frances-Montserrat
- Moin Mostafa
- Molimard Mathieu
- Momas Isabelle
- Mommers Monique
- Monaco Alessandro
- Montefort Stephen
- Montenegro Lucia-Elvira
- Monti Riccardo
- Mora Dory
- Morais-Almeida Mario
- Mosges Ralph
- Mostafa Badr Eldin
- Mullol Joaquim
- Munter Lars
- Muraro Antonella
- Murray Ruth
- Musarra Antonio
- Mustakov Tihomir
- Naclerio Robert
- Nadeau Kari C.
- Nadif Rachel
- Nakonechna Alla
- Namazova-Baranova Leyla
- Navarro-Locsin Gretchen
- Neffen Hugo
- Nekam Kristof
- Neou Angelos
- Nettis Eustachio
- Neuberger Daniel
- Nicod Laurent
- Nicola Stefania
- Niederberger-Leppin Verena
- Niedoszytko Marek
- Nieto Antonio
- Novellino Ettore
- Nunes Elizabete
- Nyembue Dieudonne
- O'Hehir Robyn E.
- Odjakova Cvetanka
- Ohta Ken
- Okamoto Yoshitaka
- Okubo Kimi
- Oliver Brian
- Onorato Gabrielle L.
- Orru Maria Pia
- Ortiz Valeria Garcia
- Ouedraogo Solange
- Ouoba Kampadilemba
- Padilla Francisco-Javier
- Paggiaro Pier Luigi
- Pagkalos Aris
- Pajno Giovanni
- Pala Gianni
- Palaniappan S. P.
- Pali-Scholl Isabella
- Palkonen Susanna
- Palmer Stephen
- Panaitescu Bunu Carmen
- Panzner Petr
- Papadopoulos Nikos G.
- Papanikolaou Vasilis
- Papi Alberto
- Paralchev Bojidar
- Paraskevopoulos Giannis
- Park Hae-Sim
- Passalacqua Giovanni
- Patella Vincenzo
- Pavord Ian
- Pawankar Ruby
- Pedersen Soren
- Peleve Susete
- Pellegino Simona
- Pereira Ana
- Pereira Mariana
- Perez Tamara
- Perna Andrea
- Peroni Diego
- Pfaar Oliver
- Pham-Thi Nhan
- Pigearias Bernard
- Pin Isabelle
- Pinto Barnaro Sousa
- Piskou Konstantina
- Pitsios Constantinos
- Plavec Davor
- Poethig Dagmar
- Pohl Wolfgang
- Poplas Susic Antonija
- Popov Todor A.
- Portejoie Fabienne
- Potter Paul
- Poulsen Lars
- Prados-Torres Alexandra
- Prarros Fotis
- Price David
- Prokopakis Emmanuel
- Puggioni Francesca
- Puig-Domenech Elisa
- Puy Robert
- Rabe Klaus
- Rabotti Silvia
- Raciborski Filip
- Ramos Josephine
- Recalcati Cristina
- Recto Marysia T.
- Reda Shereen M.
- Regateiro Frederico S.
- Reider Norbert
- Reitsma Sietze
- Repka-Ramirez Susana
- Reynes Jacques
- Ridolo Erminia
- Rimmer Janet
- Rivero Yeverino Daniela
- Rizzo Jose Angelo
- Robalo-Cordeiro Carlos
- Roberts Graham
- Robles Karen
- Roche Nicolas
- Rodriguez Gonzalez Monica
- Rodriguez Zagal Erendira
- Rolla Giovanni
- Rolland Christine
- Roller-Wirnsberger Regina
- Roman Rodriguez Miguel
- Romano Antonino
- Romantowski Jan
- Rombaux Philippe
- Romualdez Joel
- Rosado-Pinto Jose
- Rosario Nelson
- Rosenwasser Lanny
- Rossi Oliviero
- Rottem Menachem
- Rouadi Philip W.
- Rovina Nikoleta
- Rozman Sinur Irma
- Ruiz Segura Lucy Tania
- Ruiz Mauricio
- Ryan Dermot
- Sagara Hironori
- Sakai Daiki
- Sakurai Daiju
- Saleh Wafaa
- Salimaki Johanna
- Samitas Konstantinos
- Samolinski Boleslaw
- Sanchez Coronel Maria Guadalupe
- Sanchez-Borges Mario
- Sanchez-Lopez Jaime
- Sansonna Melissa
- Sarafoleanu Codrut
- Sarquis Serpa Faradiba
- Sastre Joaquin
- Savi Eleonora
- Savonyte Agne
- Sawaf Bisher
- Scadding Glenis K.
- Scheire Sophie
- Schmid-Grendelmeier Peter
- Schuhl Juan Francisco
- Schunemann Holger
- Schvalbova Maria
- Schwarze Jorgen
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- Sheikh Aziz
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- Tomic-Spiric Vesna
- Toppila-Salmi Sanna
- Torres Jaen Maria-Jose
- Toskala Elina
- Tran Thien Quan Vu
- Triggiani Massimo
- Triller Katja
- Triller Nadja
- Tsiligianni Ioanna
- Uberti M.
- Ulmeanu Ruxandra
- Urbancic Jure
- Urrutia Pereira Marilyn
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- Valenta Rudolf
- Valentin Rostan Marylin
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- Van Eerd Michiel
- Van Ganse Eric
- van Hage Marianne
- Vandenplas Olivier
- Vasankari Tuula
- Vassileva Dafina
- Velasco Munoz Cesar
- Ventura Maria Teresa
- Vera-Munoz Cecilia
- Viart Frederic
- Vicheva Dilyana
- Vichyanond Pakit
- Vidal Alain
- Vidgren Petra
- Viegi Giovanni
- Vogelmeier Claus
- Von Hertzen Leena
- Vontetsianos Theodoros
- Vourdas Dimitris
- Wagenmann Martin
- Walker Samantha
- Wallace Dana
- Waserman Susan
- Wehner Katrin
- Wickman Magnus
- Williams Dennis
- Williams Sian
- Wilson Nicola
- Wong Gary
- Woo Kent
- Wozniak Lucyna
- Wright John
- Wroczynski Piotr
- Xepapadaki Paraskevi
- Yakovliev Plamen
- Yamaguchi Masao
- Yan Kwok
- Yap Yoke Yeow
- Yassin Mais
- Yawn Barbara
- Yiallouros Panayiotis
- Yorgancioglu Arzu
- Yoshihara Shigemi
- Young Ian
- Yusuf Osman B.
- Zaidi Asghar
- Zaitoun Fares
- Zalud Petra
- Zar Heather
- Zedda M. T.
- Zernotti Mario E.
- Zhang Luo
- Zhong Nanshan
- Zidarn Mihaela
- Zuberbier Torsten
- Zuberbier Torsten
- Zubrinich Celia
- Publication venue
- 'Springer Science and Business Media LLC'
- Publication date
- 01/01/2020
- Field of study
There are large between- and within-country variations in COVID-19 death rates. Some very low death rate settings such as Eastern Asia, Central Europe, the Balkans and Africa have a common feature of eating large quantities of fermented foods whose intake is associated with the activation of the Nrf2 (Nuclear factor (erythroid-derived 2)-like 2) anti-oxidant transcription factor. There are many Nrf2-interacting nutrients (berberine, curcumin, epigallocatechin gallate, genistein, quercetin, resveratrol, sulforaphane) that all act similarly to reduce insulin resistance, endothelial damage, lung injury and cytokine storm. They also act on the same mechanisms (mTOR: Mammalian target of rapamycin, PPAR gamma:Peroxisome proliferator-activated receptor, NF kappa B: Nuclear factor kappa B, ERK: Extracellular signal-regulated kinases and eIF2 alpha:Elongation initiation factor 2 alpha). They may as a result be important in mitigating the severity of COVID-19, acting through the endoplasmic reticulum stress or ACE-Angiotensin-II-AT(1)R axis (AT(1)R) pathway. Many Nrf2-interacting nutrients are also interacting with TRPA1 and/or TRPV1. Interestingly, geographical areas with very low COVID-19 mortality are those with the lowest prevalence of obesity (Sub-Saharan Africa and Asia). It is tempting to propose that Nrf2-interacting foods and nutrients can re-balance insulin resistance and have a significant effect on COVID-19 severity. It is therefore possible that the intake of these foods may restore an optimal natural balance for the Nrf2 pathway and may be of interest in the mitigation of COVID-19 severity
Impact of COVID-19 on cardiovascular testing in the United States versus the rest of the world
- Author
- Abad Pedro
- Abbara Suhny
- Abbasi Taimur
- Abbott Brian
- Abdel Aziz Islam Shawky
- Abdulla Jawdat
- Abikhzer Gad
- Abohashem Shady
- Abougabal Mahasen
- Abramson Sandra
- Abrihan Paz
- Acuña Arturo Romero
- Affandi Erwin
- Afzal Muhammad Shehzad
- Agolti Mariela
- Agranovich Svetlana
- Aguadé-Bruix Santiago
- Aguero Roberto Nicolas
- Ahmed Hassan Mohamed Ismail
- Ahmed Taghreed
- Akhter Afroza
- Al Dhuhli Humoud
- Al Kindi Faiza
- Al-Abboud Tarek
- Al-Bulushi Naeema
- Al-Mallah Mouaz
- Alak Maria del Carmen
- Alam Edison
- Alaoui Nadia Ismaili
- Alasnag Mirvat
- Albadr Amjed
- Albalooshi Batool
- Albano Domenico
- Alberguina Lucia Graciela
- Albernaz Siqueira Maria Helena
- Alexanderson-Rosas Erick
- Alfaro Ana
- Ali Mohamed Mandour
- Alkadhi Hatem
- Alkandari Faridah
- Allam Adel
- Allarakha Mohammad Aaftaab
- Almeida Augusto
- Almousalli Omar
- Alongi Pierpaolo
- Alonso Omar
- Alves Togni Paulo Henrique
- Alves Wilson Furlan
- Ananthasubramaniam Karthikeyan
- Anderson Jill
- Andrade Jose Henrique
- Andrade Luciana
- Angelidis George
- Anselmi Carlos
- Ansheles Alexey
- Araújo Roberta
- Archontaki Aikaterini
- Arnone Gaspare
- Arnous Samer
- Arnson Yoav
- Arroñada Guillermo
- Arturo Harold
- Asano Hiroshi
- Ascani Sebastian Perez
- Asfour Ahmed
- Askew Jeffrey
- Assadi Majid
- Astesiano Alfredo
- Astesiano Andrea
- Attanasio Lea
- Atyani Said
- Ayala Sandra
- Ayetey Harold
- Ayodele Tolulope
- Azevedo Guilherme
- Bagatin Elisa
- Bailly Matthieu
- Baldari Sergio
- Balmer-Swain Mallory
- Bang Ji-In
- Banthia Nilesh
- Bar-Shalom Rachel
- Barette Rene
- Baric Ana
- Barneveld Peter
- Barragan Adriana Puente
- Barragan Erika
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- Basavaraj Ashok Gangasandra
- Batinic Tonci
- Batista Juan Felipe
- Batyrkhanov Daultai
- Bauckneht Matteo
- Baugh Dainia
- Bayer Richard R.
- Bedi Punit
- Bejai Shereen
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- Benedek Imre
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- Bernheim Adam
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- Better Nathan
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- Persic Viktor
- Petrou Ioannis
- Phillips Lawrence
- Pianta Diego Bromfman
- Picard Christian
- Pineda Mauricio
- Pinto Ibraim
- Pitman Alexander
- Pliatsek Volodymyr
- Poksi Anne
- Pollono Pablo
- Polsani Venkateshwar
- Poludasu Rajaram
- Pomerantz Brian
- Pontone Gianluca
- Pool Stefan
- Porter Thomas
- Pospelov Viktor
- Possetti Priscila
- Poulter Rohan
- Prawiro Djoko
- Preciado-Anaya Andrés
- Preciado-Gutiérrez Óscar Ulises
- Premaratne Manuja
- Premprabha Teerapon
- Prentice Ryan
- Prior David
- Prior John O.
- Probst Stephan
- Proffit Franck
- Prpic Marina
- Pubul-Nuñez Virginia
- Pugliese Francesca
- Pujol Maria Paula
- Pulizzi Sabina
- Punda Ante
- Pursnani Amit
- Pynda Yaroslav
- Pynda Yaroslav
- Quartuccio Natale
- Quinon Alvin
- Quinta Mayra
- Rabbat Mark
- Radzinschi Alejandro
- Raggi Paolo
- Raggi Paolo
- Raimondi Gustavo
- Rajbanshi Bijoy
- Rajvong Sonexay
- Ramamurti Suresh
- Ramkumar Prasad Guntur
- Rampin Lucia
- Ramírez Nelsy Gonzalez
- Randazzo Michael
- Randazzo Michael J.
- Ranser Sara
- Rawashdeh Mohammad
- Rayo Madrid Juan Ignacio
- Redruello Marcela
- Regaieg Hamza
- Reichmuth Luise
- Repasos Evangelos
- Rey Cristina Rodríguez
- Riaz Musab
- Ricci Fabrizio
- Rich Florence
- Ridley Lloyd
- Robinson Austin
- Robles Kim
- Rocha Ricardo
- Rochela Luis
- Rodrigues Alfredo
- Rodrigues Carlos
- Rodriguez Daniel Calderon
- Rodríguez Cesar
- Rodríguez Marina
- Rodríguez Matías
- Roelants Veronique
- Rofe Christopher
- Roifman Idan
- Rojas Juan Carlos
- Romantini Leila
- Romero Romina Lorena
- Rominger Axel
- Roque Vanegas Hector Bladimir
- Rorie Mark
- Rosales Uvera Sandra Graciela
- Rossini Pierluigi
- Rostami Maryam Tajik
- Rovaletti Federico
- Rozikhodjaeva Gulnora
- Rubini Giuseppe
- Ruiz Diego
- Ruiz Joaquín
- Rumberger John
- Russell Raymond
- Russo Vincenzo
- Rutherford Natalie
- Ryzhkova Daria
- Ríos Raúl Araujo
- Rønnow Sand Niels Peter
- Saadullah Mohammad
- Sabharwal Nikant
- Sabra Philip
- Sacchetti Gian Mauro
- Sadler Diego
- Saifullina Guzaliya
- Saito Masaki
- Sakanyan Mari
- Sakata Sakata Yasushi
- Salehi Hamid
- Salobir Barbara Gužic
- Sambuceti Gianmario
- Samuel Anthony
- San Miguel Lucas
- Sanches Adelina
- Sandoval Sigelinda
- Santana Sara
- Sara da Silva Leonardo
- Sarai Masayoshi
- Saranovic Dragana Sobic
- Sarda-Mantel Laure
- Sasse Alexander
- Sato Daisuke
- Satyr Maryna
- Saunders Connor
- Saxena Sudhir
- Sayman Haluk
- Sazonova Svetlana
- Scarano Massimo
- Scarlett Luke
- Schemmer Mary
- Schmidt Erzsébet
- Schneider Roman P.
- Schoepf U. Joseph
- Schofield Rebecca
- Scholte Arthur
- Scholtens Asbjørn
- Scholtz Leonie
- Schvartzman Paulo
- Sciagrà Roberto
- Sebikali Mugisha Julius
- Sekar Ramkumar
- Sellem Ali
- Semple Thomas
- Seneviratne Sujith
- Sengupta Shantanu
- Senra Tiago
- Sereegotov Erdenechimeg
- Sergienko Vladimir
- Sergienko Vladimir
- Sevilla Ana
- Shaaban Mahmoud
- Shah Nishant
- Shah Nishant R.
- Shah Samir
- Shalev Aryeh
- Shanbhag Sujata
- Sharma Gaurav
- Sharma Naveen
- Shaw Leslee J.
- Shaw Leslee J.
- Shayani Steven
- Shetty Deepa
- Shiozaki Afonso
- Shiraishi Shinya
- Shirani Jamshid
- Shirka Ervina
- Shivaram Pushpa
- Shrestha Ganesh
- Shulman Jonathan
- Shurupova Irina
- Sierra-Galan Lilia M.
- Sierra-Galan Lilia M.
- Sigman Steven
- Silva Fábio Martins
- Simanek Milan
- Simon Mitch
- Simonsson Magnus
- Singh Bhanupriya
- Singh Santosh
- Sinitsyn Valentin
- Siqueira Cristiano
- Siu Silvia
- Slart Riemer
- Slim Ahmad
- Small Gary
- Smanio Paola
- Smith Alexandra
- Smith David
- So Young
- Soares Carlos Eduardo
- Soeriadi Erwin Affandi
- Solanki Vijay
- Solari Lucrecia
- Soldat-Stankovic Valentina
- Soli Idrissa Adamou
- Soman Prem
- Sood Aditya
- Sood Ashwani
- Sperandio Massimiliano
- Spiro Bernardo
- Srichai-Parsia Monvadi Barbara
- Stan Claudiu Adrian
- Stankovic Sinisa
- Stanton Tony
- Stavrou Petros
- Stefanelli Antonella
- Steffensen Rolf
- Strada Bruno
- Streeter James
- Strouhal Peter
- Stuart Murch
- Stubbs Michael
- Subedi Deepak
- Sueldo Claudio Pereyra
- Sun Kai
- Suwa Yoshinobu
- Swainson Ian
- Syawaluddin Hilman
- Syed Ghulam
- Szilveszter Balint
- T Albert
- Tacher Vania
- Tag Naima
- Takanami Kentaro
- Takehana Kazuya
- Taki Junichi
- Taleb Sara
- Tamaki Nagara
- Tandon Vikas
- Tang Gongshun
- Tang Jeanelle Margareth
- Taniguchi Yasuyo
- Taubman Kim
- Tawakol Ahmed
- Taylor Andrew
- Tecson Bettina
- Teragawa Hiroki
- Theng Youdaline
- Thientunyakit Tanyaluck
- Thimister Paul
- Thomas Dustin
- Thomas Paul
- Thomassen Anders
- Thompson Randall
- Thu Phyo Si
- To Andrew
- Tomas Miguel Santaularia
- Tomizawa Nobuo
- Topping William
- Torbet Tara
- Torreao Jorge
- Torres Rafael
- Traverso Sonia
- Traverzo Sonia Simona
- Trifonova Tatjana
- Trinidad Desiree
- Trivedi Adwait
- Tsujita Kenichi
- Tweed Katharine
- Udugama Chandraguptha
- Uellendahl Marly
- Ullery Shawn
- Umeji Kyoko
- Unger Steven
- Unzek Samuel
- Upton Anthony
- Uretsky Seth
- Uson Kristine Joy
- Ussov Wladimir Yurievich
- Uusitalo Valtteri
- Uy Mila
- Vajauskas Donatas
- Vakhromeeva Margarita
- Valiullina Nailya
- Vallejo Enrique
- Valles Mario
- Vallurupalli Srikanth
- Vallée Jean-Paul
- Valsamaki Pipitsa
- Vamadevan Shankar
- Van Asperen Erik-Jan
- Van De Heyning Caroline M.
- Van Gaal William
- Van Pelt Niels
- Vangu Mboyo
- Vargas Luis Salazar
- Vasquez Andres
- Vavlukis Marija
- Velez Mayra Sanchez
- Veltman Niels
- Ventroni Guido
- Vergel Damiana
- Verjans Johan
- Verma Atul
- Verma Vikas
- Verschure Derk
- Veríssimo Otávia
- Villines Todd C.
- Villines Todd C.
- Vitola Joao V.
- Vitola Joao V.
- Vondrak Andrej
- Voutnis Demetrius
- Vuuren Magritha Jv
- Várady Edit
- Vázquez Manuel Castillo
- Wagenaar Nils
- Wakabayashi Yasushi
- Waller Alfonso
- Waltrick Roberto
- Wang Ellen
- Wang Jian
- Wang Ximing
- Wang Yifan
- Wang Yining
- Wang Zhao-Qian
- Ward Parker
- Wayne Victor
- Weihmuller Juan Sebastian
- Weir-Mccall Jonathan
- Weiss Konrad
- Weissman Gaby
- Wesbey George
- White James
- White Kelly
- Williams Michelle C.
- Williams Michelle C.
- Wilson Peter
- Winchester David
- Winchester David
- Wolcan Juan
- Wolinsky David
- Won Kyoung Sook
- Wong David
- Wong Kirby
- Wu Jiang
- Wu Zhifang
- Xia Liming
- Xiao Jiangxi
- Xu Lei
- Xu Zhuoran
- Yamada Shinichiro
- Yamazaki Shinya
- Yang Youyou
- Yew Min Sen
- Yin Wu
- Yoneyama Tatsuya
- Yost Sandra
- Young Calum
- Younger John
- Younis Muhammad Numair
- Yu Jianqun
- Yuan Li
- Zaid Eed Abu
- Zakavi Seyed Rasoul
- Zapparoli Marcello
- Zavadovsky Konstantin
- Zeffiro Susana
- Zeidán Nahla
- Zerahn Bo
- Zgaljardic Michael
- Zhang Longjiang
- Zhang Tong
- Zhang Xiaoli
- Zhang Yong-Gao
- Zhu Li
- Zhuravlev Kirill
- Zoboli Stefania
- Zukotynski Katherine
- Zuluaga Alejandro
- Øvrehus Kristian Altern
- Štalc Monika
- Publication venue
- 'Elsevier BV'
- Publication date
- 01/01/2021
- Field of study
Objectives: This study sought to quantify and compare the decline in volumes of cardiovascular procedures between the United States and non-US institutions during the early phase of the coronavirus disease-2019 (COVID-19) pandemic.
Background: The COVID-19 pandemic has disrupted the care of many non-COVID-19 illnesses. Reductions in diagnostic cardiovascular testing around the world have led to concerns over the implications of reduced testing for cardiovascular disease (CVD) morbidity and mortality.
Methods: Data were submitted to the INCAPS-COVID (International Atomic Energy Agency Non-Invasive Cardiology Protocols Study of COVID-19), a multinational registry comprising 909 institutions in 108 countries (including 155 facilities in 40 U.S. states), assessing the impact of the COVID-19 pandemic on volumes of diagnostic cardiovascular procedures. Data were obtained for April 2020 and compared with volumes of baseline procedures from March 2019. We compared laboratory characteristics, practices, and procedure volumes between U.S. and non-U.S. facilities and between U.S. geographic regions and identified factors associated with volume reduction in the United States.
Results: Reductions in the volumes of procedures in the United States were similar to those in non-U.S. facilities (68% vs. 63%, respectively; p = 0.237), although U.S. facilities reported greater reductions in invasive coronary angiography (69% vs. 53%, respectively; p < 0.001). Significantly more U.S. facilities reported increased use of telehealth and patient screening measures than non-U.S. facilities, such as temperature checks, symptom screenings, and COVID-19 testing. Reductions in volumes of procedures differed between U.S. regions, with larger declines observed in the Northeast (76%) and Midwest (74%) than in the South (62%) and West (44%). Prevalence of COVID-19, staff redeployments, outpatient centers, and urban centers were associated with greater reductions in volume in U.S. facilities in a multivariable analysis.
Conclusions: We observed marked reductions in U.S. cardiovascular testing in the early phase of the pandemic and significant variability between U.S. regions. The association between reductions of volumes and COVID-19 prevalence in the United States highlighted the need for proactive efforts to maintain access to cardiovascular testing in areas most affected by outbreaks of COVID-19 infection
Development and validation of HERWIG 7 tunes from CMS underlying-event measurements
- Author
- Aarrestad Thea Klaeboe,
- Aarup Petersen Henriette
- Abbaneo Duccio
- Abbiendi Giovanni
- Abbrescia Marcello
- Abdalla Hassan
- Abdullin Salavat
- Abercrombie Daniel
- Acharya Himal
- Acosta Darin
- Acosta John Gabriel,
- Adam Wolfgang
- Adams Eric
- Adams Mark Raymond,
- Adams Todd
- Adloff Catherine
- Adzic Petar
- Afanasiev Serguei
- Agapitos Antonis
- Agarwal Garvita
- Aggleton Robin
- Agram J-L
- AGRAM Jean-Laurent
- Aguilar-Benitez Manuel
- Ahmad Ashfaq
- Ahmad Muhammad
- Ahmed Asar
- Ahuja Sudha
- Akchurin Nural
- Akgun Bora
- Akpinar Alp
- Albajar Carmen
- Albergo Sebastiano
- Albert Andreas
- Albrow Michael
- Alcaraz Maestre Juan
- Aldaya Martin Maria
- Aldá Júnior Walter Luiz,
- Aleksandrov Aleksandar
- Alexakhin Vadim
- Alexander James
- Alhusseini Mohammad
- Alimena Juliette
- Alison John
- Allen Brandon
- Almond John
- Alvarez Gonzalez Barbara
- Alverson George
- Alves Gilvan,
- Aly Reham
- Alyari Maral
- Amapane Nicola
- Ambrogi Federico
- Amendola Chiara
- Amin Nick
- Amram Oz
- Amsler Claude
- Anagnostou Georgios
- Anderson Dustin
- Andrea Jeremy
- Andreev Vladimir
- Andreev Yuri,
- Andrews Michael Benjamin,
- Androsov Konstantin
- Ang L
- Antchev Georgy
- Antunovic Zeljko
- Apanasevich Leonard
- Apollinari Giorgio
- Appelt Eric
- Apresyan Artur
- Apyan Aram
- Araujo Mariana
- Arcaro Daniel
- Arcidiacono Roberta
- Arenton Michael Wayne,
- Argiro Stefano
- Arneodo Michele
- Aruta Caterina
- Asavapibhop Burin
- Asawatangtrakuldee Chayanit
- Asenov Patrick
- Asghar Muhammad Irfan,
- Asilar Ece
- Askew Andrew
- Asmuss Paul
- Assran Yasser
- Atakisi Ismail Okan,
- Atanasov Ivan
- Ather Mohsan Waseem,
- Attikis Alexandros
- Auffray Etiennette
- Aushev Tagir
- Auzinger Georg
- Avati Valentina
- Avery Paul
- Avila Carlos
- Awan Muhammad Imran Malik,
- Ayala Edy
- Aydogmus Sen Fatma
- Azarkin Maksim
- Azhgirey Igor
- Aziz Tariq
- Azzi Patrizia
- Azzurri Paolo
- Baarmand Marc M,
- Babaev Anton
- Babounikau Illia
- Bacchetta Nicola
- Bachiller Irene
- Bachtis Michail
- Backhaus Malte
- Baden A
- Baden Drew
- Baechler Joachim
- Bagliesi Giuseppe
- Bahinipati Seema
- Baillon Paul
- Bainbridge Robert
- Bakas Georgios
- Bakhshiansohi Hamed
- Baldenegro Barrera Cristian
- Ball Austin,
- Ban Yong
- Band Reyer
- Banerjee Sudeshna
- Banerjee Sunanda
- Bansal Sunil
- Barbagli Giuseppe
- Barberis Emanuela
- Bargassa Pedrame
- Baringer Philip
- Barnes Virgil E,
- Barney David
- Baron Owen
- Barrio Luna Mar
- Bartek Rachel
- Bartosik Nazar
- Bartók Márton
- Baselga Marta
- Bastos Diogo
- Battilana Carlo
- Baty Austin
- Bauerdick Lothar AT,
- Baur Sebastian
- Baxter Samuel
- Bayshev Igor
- Bean Alice
- Beauceron Stephanie
- Beaudette Florian
- Becerril Gonzalez Hugo
- Bechtel Janek
- Bedoya C,
- Beghin Diego
- Behera Prafulla Kumar,
- Behera Subash Chandra,
- Behnke Olaf
- Bein Samuel
- Belchior Batista Das Chagas Ewerton
- Belforte Stefano
- Bell Ken W,
- Bellan Riccardo
- Belloni Alberto
- Bellora Andrea
- Belyaev Alexander
- Belyaev Andrey
- Benaglia Andrea
- Benato Lisa
- Bencze Gyorgy
- Bendavid Joshua
- Benecke Anna
- Benelli Gabriele
- Beni Noemi
- Benitez Jose F,
- Benussi Luigi
- Beretvas Andrew
- Bergauer Thomas
- Berger Pirmin
- Berger Thomas
- Beri Suman Bala,
- Bermúdez Martínez Armando
- Bernardes Cesar Augusto,
- Bernet Colin
- Berry Douglas
- Berryhill Jeffrey
- Bertacchi Valerio
- Besancon Marc
- Beschi Andrea
- Bhal Eshwen
- Bhardwaj Ashutosh
- Bharti Monika
- Bhat Muzamil Ahmad,
- Bhat Pushpalatha C,
- Bhatnagar Vipin
- Bhattacharya Rajarshi
- Bhattacharya Saptaparna
- Bhattacharya Satyaki
- Bhattacharya Soham
- Bheesette Srinidhi
- Bhowmik Debabrata
- Bhowmik Sandeep
- Bhyun Ji Hwan,
- Bi Ran
- Bialkowska Helena
- Bianchini Lorenzo
- Bianco Michele
- Bianco Stefano
- Biasini Maurizio
- Biino Cristina
- Bilei Gian Mario,
- Bilin Bugra
- Bin Anuar Afiq Aizuddin,
- Bisello Dario
- Black Kevin
- Blekman Freya
- Blinov Vladimir
- Bloch Daniel
- Bloch Philippe
- Bloom Kenneth
- Bluj Michal
- Blumenfeld Barry
- Boccali Tommaso
- Bocci Andrea
- Bodek Arie
- Boimska Bozena
- Boletti Alessio
- Bologna Simone
- Bols Emil Sørensen,
- Bonacorsi Daniele
- Bonanomi Matteo
- Bonchev Miroslav
- Bonomally Shameena
- Boos Edouard
- Boran Fatma
- Borchsh Vladislav
- Borg Johan
- Borgonovi Lisa
- Bornheim Adolf
- Borras Kerstin
- Bortignon Pierluigi
- Bose Tulika
- Bossini Edoardo
- Botta Cristina
- Botta Valeria
- Boudoul Gaelle
- Bouhali Othmane
- Bourgatte Guillaume
- Bourilkov Dimitri
- Bozzo Marco
- Bragagnolo Alberto
- Braghieri Alessandro
- Braibant-Giacomelli Sylvie
- Brainerd Christopher
- BRANDAO MALBOUISSON Helena
- Brandt Stephanie
- Branson James G,
- Breedon Richard
- Breeze Shane
- Brew Christopher
- Brigliadori Luca
- Brigljevic Vuko
- Brinkerhoff Andrew
- Brivio Francesco
- Brochero Cifuentes Javier Andres,
- Brom J-M
- Brom Jean-Marie
- Brondolin Erica
- Brooke James John,
- Brown Robert M,
- Brunner David
- Bruno Giacomo
- Brzhechko Danyyl
- Brücken Erik
- Bucci Rachael
- Buccilli Andrew
- Buchanan James
- Buchmuller Oliver
- Buchot Perraguin Axel
- Bueghly James
- Bundock Aaron
- Bunichev Viacheslav
- Bunin Pavel
- Bunkowski Karol
- Buontempo Salvatore
- Burgo R,
- Burkett Kevin
- Burkle Bjorn
- Burt Kira
- Bury Florian Joel J
- Busson Philippe
- Busza Wit
- Butalla Stephen
- Butler Joel Nathan,
- Butler Philip H,
- Butz Erik
- Bylinkin Alexander
- Bylsma Ben
- Byszuk Adrian
- Cabrera Andrés
- Cabrillo Iban Jose,
- Cadamuro Luca
- Caillol Cécile
- Cakir Altan
- Calandri Alessandro
- Calderon De La Barca Sanchez Manuel
- Calderon Alicia
- Cali Ivan Amos,
- Call Kenneth
- Calligaris Luigi
- Calzaferri Simone
- Camen Camille
- Caminada Lea
- Campagnari Claudio
- Campanini Renato
- Campbell Alan
- Camporesi Tiziano
- Candelise Vieri
- Canelli Maria Florencia,
- Canepa Anadi
- Cankocak Kerem
- Capiluppi Paolo
- Cappati Alessandra
- Caputo Claudio
- Caraway Bryan
- Cardini Andrea
- Cardwell Bryan
- Carle Aurélien
- Carlin Roberto
- Carrera Jarrin Edgar
- Carrillo Montoya Camilo Andres,
- Carrillo Moreno Salvador
- Cartiglia Nicolo
- Carvalho Antunes De Oliveira Alexandra
- Carvalho Wagner
- Casarsa Massimo
- Caspart René
- Cassese Antonio
- Castaldi Rino
- Castaneda Hernandez Alfredo
- Castilla-Valdez Heriberto
- Castro Andrea
- Cavallari Francesca
- Cavallo Francesca Romana,
- Cavallo Nicola
- Cavanaugh Richard
- Ceard Ludivine
- Ceccarelli Rudy
- Cepaitis Vilius
- Cepeda Maria
- Cerati Giuseppe Benedetto,
- Cerci Salim
- Cerminara Gianluca
- Cerrada Marcos
- Cerri Olmo
- Cetorelli Flavia
- Chabert Eric Christian,
- Chadeeva Marina
- CHAHAL Gurpreet Singh,
- Chang Paoti
- Chang Philip
- Chanon Nicolas
- Chao Yuan
- Chapon Emilien
- Charaf Otman
- Charlot Claude
- Chatterjee Rajdeep Mohan,
- Chatterjee Suman
- Chauhan Shubhanshu
- Chauhan Sushil
- Chawla Ridhi
- Chazin Quero Barbara
- Checchia Paolo
- Chekhovsky Vladimir
- Chen Cheng
- Chen Guo-Ming,
- Chen He-Sheng,
- Chen Kai-Feng,
- Chen Mingshui
- Chen Po-Hsun,
- Chen Xuan
- Chen Yi
- Chen Yuan
- Chen Ziheng
- Chenarani Shirin
- Cheng Tongguang
- Cheng Yangyang
- Cherepanov Vladimir
- Chernyavskaya Nadezda
- Chertok Maxwell
- Cheung Harry,
- Chhibra Simranjit Singh,
- Chiarito Brandon
- Chinellato Jose
- Chlebana Frank
- Cho Sungwoong
- Choi Junho
- Choi Suyong
- Choi Young-Il
- Chou John Paul,
- Choudhary Brajesh C,
- Choudhury Somnath
- Chu Jennifer
- Chudasama Ruchi
- Chwalek Thorsten
- Ciangottini Diego
- Ciocci Maria Agnese,
- Cipriani Marco
- Ciriolo Vincenzo
- Cirkovic Predrag
- Citron Matthew
- Cittolin Sergio
- Ciulli Vitaliano
- Civinini Carlo
- Claes Daniel R,
- Clare Robert
- Clement Emyr
- Clerbaux Barbara
- Cockerill David JA,
- Coelho Eduardo
- Colaleo Anna
- Cole Joanne,
- Colino Nicanor
- Collard Caroline
- Colling David
- Cometti Simona
- Connor Patrick
- Consuegra Rodríguez Sandra
- Contardo Didier
- Conway John
- Conway Rylan
- Cooper Seth,
- Cooperstein Stephane
- Corcodilos Lucas
- Cornelis Tom
- Correia Silva Gilson
- Cosby Christopher
- Cossutti Fabio
- Costa Marco
- Costa Salvatore
- Coubez Xavier
- Couderc Fabrice
- Cousins Robert
- Covarelli Roberto
- Cox Bradley
- Cox Peter Timothy,
- Cranshaw Derek James,
- Creanza Donato
- Cremonesi Matteo
- Cristella Leonardo
- Croce D,
- Csanad Mate
- Csorgo Tamas Ferenc
- Cuevas Javier
- Cuffiani Marco
- Cumalat John Perry,
- Cummings Grace
- Cussans David
- Cutts David
- Czellar Sandor
- D'Alessandro Raffaello
- D'Alfonso Mariarosaria
- D'Enterria David
- D'Hondt Jorgen
- Da Costa E,
- Da Rold Alessandro
- Da Silveira Gustavo Gil,
- Dabrowski Anne
- Daci Nadir
- Dalchenko Mykhailo
- Dallavalle Gaetano-Marco,
- Damarseckin Serdal
- Damgov Jordan
- Danilov Vladyslav
- Daponte Vincenzo
- Darwish Mohamed Rashad,
- Das Pallabi
- Das Souvik
- Dasgupta Abhigyan
- Dash Dipika
- Daskalakis Georgios
- Dasu Sridhara
- Datta Abhisek
- Dauncey Paul
- David Tinoco Mendes Andre
- David A
- David Pieter
- Davies Gavin
- Davignon Olivier
- de Barbaro Pawel
- De Boer Wim
- De Bruyn Isabelle
- De Castro Manzano Pablo
- De Clercq Jarne
- De Cosa Annapaola
- De Filippis Nicola
- De Guio Federico
- De Iorio Agostino
- De Jesus Damiao Dilson
- De La Cruz Begona
- De La Cruz-Burelo Eduard
- De Lentdecker Gilles
- De Leo Ksenia
- De Moraes Gregores Eduardo
- De Palma Mauro
- De Roeck Albert
- De Souza Lemos Dener
- De Souza S,
- de Trocóniz Jorge F,
- De Wit Adinda
- De Wolf Eddi A,
- Deelen Nikkie
- Defranchis Matteo Maria,
- Deile Mario
- Dejardin Marc
- Del Burgo Riccardo
- Del Re Daniele
- Delaere Christophe
- Delannoy Andrés G,
- Delannoy Hugo
- Delcourt Martin
- Delgado Peris Antonio
- Delgado Andrea
- Dell'Orso Roberto
- Della Negra Michel
- Della Ricca Giuseppe
- Dell’orso R
- Demaria Natale
- Demina Regina
- Demiragli Zeynep
- Demiroglu Zuhal Seyma,
- Denegri Daniel
- Depasse Pierre
- Derdzinski Mark
- Dermenev Alexander
- Dev Nabarun
- Dewanjee Ram Krishna,
- Dezoort Gage
- Dhammage Deshitha Chamikara Wickramarathna
- Dharmaratna Welathantri GD,
- Dhingra Nitish
- Di Croce Davide
- Di Domenico M R
- Di Florio Adriano
- Di Marco Emanuele
- Di Maria Riccardo
- Di Mattia Alessandro
- Di Pilato Antonio
- Diab Batoul
- Diamantopoulou Magda
- Diaz Daniel
- Didukh Leonid
- Diemoz Marcella
- Dierlamm Alexander
- Dildick Sven
- Dilsiz Kamuran
- Dimitrov Anton
- Dimova Tatyana
- Dinardo Mauro Emanuele,
- Dini Paolo
- Diotalevi Tommaso
- Dissertori Günther
- Dittmann Jay
- Dittmar Michael
- Dittmer Susan
- Dobson Marc
- Dobur Didar
- Dogra Sunil
- Dolek Furkan
- Dolen James
- Domenico M,
- Dominguez Aaron
- Domínguez Damiani Daniela
- Donato Silvio
- Donegà Mauro
- Donertas Izzeddin Suat,
- Dordevic Milos
- Dorfer Christian
- Dorigo Tommaso
- Dorney Brian
- Doroba Krzysztof
- Dorsett Alex
- Dozen Candan
- Dragicevic Marko
- Dremin Igor
- Dreyer Torben
- Droll Alexander
- Duarte Campderros Jordi
- Duarte Javier
- Dube Sourabh
- Dubinin Mikhail
- Dudko Lev
- Dugad Shashikant
- Duh Yi-ting,
- Dulemba Joseph Lynn,
- Dumanoglu Isa
- Dupont Niels
- Durgut Süleyman
- Duric Senka
- Durkin Lloyd Stanley,
- Dutta Dipanwita
- Dutta Irene
- Dutta Suchandra
- Dutta Valentina
- Dziwok Christian
- Dünser Marc
- D’alessandro R
- D’alfonso M
- D’enterria D
- D’hondt J
- Ebrahimi Aliakbar
- Eckerlin Guenter
- Ecklund Karl Matthew,
- Eckstein Doris
- Eerola Paula
- Ehataht Karl
- Eich Melanie
- Eichhorn Thomas
- El Mamouni Houmani
- El Morabit Karim
- Eliseev Dmitry
- Elkafrawy Tamer
- Elliott-Peisert Anna
- Ellis Katherine Victoria,
- Elmer Peter
- Elmetenawee Walaa
- Elvira Victor Daniel,
- Elwood Adam
- Eminizer Margaret
- Emriskova Natalia
- Eno Sarah Catherine,
- Epshteyn Vladimir
- Erbacher Robin
- Erdmann Martin
- Erdmann Wolfram
- Erice Carlos
- Erodotou Eleni
- Errico Filippo
- Erö Janos
- Escalante Del Valle Alberto
- Eskut Eda
- Estevez Banos Luis Ignacio,
- Etesami Seyed Mohsen,
- Eusebi Ricardo
- Evangelou Ioannis
- Evans Andrew
- Evdokimov Olga
- Everaerts Pieter
- Eysermans Jan
- Fabbri Fabrizio
- Fabozzi Francesco
- Faccioli Pietro
- Fackeldey Peter
- Fallavollita Francesco
- Fallon Colin
- Falmagne Guillaume
- Faltermann Nils
- Fanfani Alessandra
- Fang Wenxing
- Fangmeier Caleb
- Fanò Livio
- Fasanella Daniele
- Faure Jean-Louis,
- Favart Laurent
- Fay Jean
- Fedi Giacomo
- Feindt Finn
- Felcini Marta
- Feld Lutz
- Feng Yongbin
- Ferbel Thomas
- Ferencek Dinko
- Ferguson Thomas
- Fernandez Bedoya Cristina
- Fernandez Menendez Javier
- Fernandez Perez Tomei T,
- Fernandez Marcos
- Fernández Manteca Pedro José,
- Fernández Ramos Juan Pablo,
- Ferri Federico
- Ferro Fabrizio
- Field Richard D,
- Fienga Francesco
- Finco Linda
- Finger Michael
- Finger Miroslav
- Fiore Luigi
- Fiorendi Sara
- Fiori Francesco
- Fiorina Davide
- Fischer Benjamin
- Flacher Henning
- Flix Jose
- Florent Alice
- Flores Chad
- Florez Carlos
- Flöh Kevin
- Flügge Günter
- Focardi Ettore
- Folgueras Santiago
- Fonseca De Souza Sandro
- Fontaine J-C
- Fontaine Jean-Charles
- Fontanesi Elisa
- Ford William T,
- Forthomme Laurent
- Foudas Costas
- Fouz Maria Cruz,
- Fraga Jorge
- Francis Brian
- Francois Brieuc
- Frankenthal Andre
- Franzoni Giovanni
- Freed Sarah
- Freeman Jim
- Freer Chad
- Frueboes Tomasz
- Fruehwirth Rudolf
- Fröhlich Alexander
- Frühwirth R
- Fulcher Jonathan
- Funk Garrett
- Funk Wolfgang
- Gadallah Mahmod Moussa Abdelkhalek,
- Gadek Tomasz
- Galanti Mario
- Gallinaro Michele
- Gallo Elisabetta
- Galloni Camilla
- Gandrajula Reddy Pratap,
- Gandrakota Abhijith
- Ganjour Serguei
- Gao Xuyang
- Garbers Christoph
- Garcia Fuentes Francisco Ignacio
- Garcia F
- Garcia-Bellido Aran
- García Alonso Andrea
- Garg Rocky Bala,
- Garutti Erika
- Gary J William,
- Gascon Susan
- Gasparini Fabrizio
- Gasparini Ugo
- Gastler Daniel
- Gavrilenko Mikhail
- Gavrilov Genady
- Gavrilov Vladimir
- Gecse Zoltan
- Geiser Achim
- Gelmi Andrea
- Gelé Denis
- Gennai Simone
- Geralis Theodoros
- Gerber Cecilia Elena,
- Gerosa Raffaele
- Gershtein Yuri
- Geurts Frank JM,
- Ghezzi Alessio
- Ghiasi Shirazi Seyyed Mohammad Amin,
- Ghosh Saranya
- Ghosh Shamik
- Giacomelli Paolo
- Giammanco Andrea
- Giani Simone
- Gianneios Paraskevas
- Giannini Leonardo
- Giassi Alessandro
- Giffels Manuel
- Gigi Dominique
- Gilbert Andrew
- Gilbert Dylan
- Giljanovic Duje
- Gill Karl
- Gilmore Jason
- Giommi Luca
- Giraldi Angela
- Givernaud Alain
- Glege Frank
- Gleyzer Sergei V,
- Gninenko Sergei
- Go Yeonju
- Godinovic Nikola
- Goerlach Ulrich
- Goh Junghwan
- Gokbulut Gul
- Gola Mohit
- Goldouzian Reza
- Goldstein Joel
- Golf Frank
- Golovtcov Victor
- Golubev Nikolai
- Golutvin Igor
- Gomber Bhawna
- Gomez Ceballos Guillelmo
- Gomez Gervasio
- Goncharov Maxim
- Gonzalez Caballero Isidro
- Gonzalez Lopez Oscar
- González Fernández Juan Rodrigo,
- Gorbunov Ilya
- Gottmann Artur
- Gottschalk Erik
- Gouskos Loukas
- Gouzevitch Maxime
- Govoni Pietro
- Goy Lopez Silvia
- Grab Christoph
- Grandi Claudio
- Granier de Cassagnac Raphael
- Gras Philippe
- Gray Lindsey
- Grebenyuk Anastasia
- Green Dan
- Greenberg Bennett
- Greene Senta
- Gregores E,
- Grimault Clément
- Grippo Maria Teresa,
- Gritsan Andrei,
- Grohsjean Alexander
- Gruchala Marek
- Grunewald Martin
- Grynyov Boris
- Grzanka Leszek
- Grünendahl Stefan
- Guchait Monoranjan
- Guerrero Daniel
- Guiducci Luigi
- Guilbaud Maxime
- Gul Muhammad
- Guler Yalcin
- Gulhan Doga
- Gunnellini Paolo
- Gunter Thoth
- Guo Qianying
- Gupta Rajat
- Gurpinar guler Emine
- Gurrola Alfredo
- Gurtu Atul
- Gutay Laszlo
- Guthoff Moritz
- Guts Sergey
- Gutsche Oliver
- Guzzi Luca
- Gómez Espinosa Tirso Alejandro,
- Górski Maciej
- Gülmez Erhan
- Ha Seungkyu
- Habibullah Redwan
- Haddad Yacine
- Hadjiiska Roumyana
- Hadley Mary
- Hadley Nicholas John,
- Hagopian Sharon
- Hagopian Vasken
- Hahn Kristan Allan,
- Haj Ahmad Wael
- Hajdu Csaba
- Hakala John
- Hakimi Alexandre
- Halkiadakis Eva
- Hall Geoffrey
- Haller Johannes
- Hamel De Monchenault Gautier
- Hamilton David
- Hangal Dhanush Anil,
- Hansen Peter
- Hanson Gail
- Haranko Mykyta
- Harb Ali
- Harder Kristian
- Harper Sam
- Harrington Charles
- Harris Philip
- Harris Robert M,
- Hart Andrew
- Hartmann Frank
- Hasegawa Satoshi
- Hashemi Bobak
- Hassan Qamar
- Hatakeyama Kenichi
- Haubrich Nicholas
- Hauser Jay
- Havukainen Joona
- Hay Lauren
- Haytmyradov Maksat
- He He
- Heath Greg P,
- Heath Helen F,
- Hebbeker Thomas
- Hegde Vinay
- Hegeman Jeroen
- Heidecker Christoph
- Heikkilä Jaana Kristiina,
- Heindl Maximilian
- Heintz Ulrich
- Heller Ryan
- Henderson Conor
- Hensel Carsten
- Heredia-De La Cruz Ivan
- Hernandez Jose M,
- Herndon Matthew
- Hervé Alain
- Herwig Theodor Christian,
- Higginbotham Samuel
- Hildreth Michael
- Hill Christopher
- Hiltbrand Joshua
- Hindrichs Otto
- Hinzmann Andreas
- Hirosky Robert
- Hirschauer James
- Hits Dmitry
- Hlushchenko Olena
- Hobson Peter R,
- Hoepfner Kerstin
- Hofman David Jonathan,
- Hogan Julie Managan,
- Hoh Siew Yan,
- Hohlmann Marcus
- Hollar Jonathan
- Hong Byung-Sik
- Hoorani Hafeez R,
- Horisberger Roland
- Hortiangtham Apichart
- Horvath Dezso
- Hos Ilknur
- Hou George Wei-Shu
- Hou W-S
- Hsu Dylan
- Hu Miao
- Hu Zhen
- Huang Tao
- Hughes Elliot
- Huh Changgi
- Hurtado Anampa Kenyi
- Husemann Ulrich
- Hussain Usama
- Huwiler Marc
- Hwang Chanwook
- Iaselli Giuseppe
- Iashvili Ia
- Iaydjiev Plamen
- Iemmi Fabio
- Ignatenko Mikhail
- Iiyama Yutaro
- Iles Gregory
- Ille Bernard
- Incandela Joe
- Ince Merve
- Ingram Quentin
- Innocente Vincenzo
- Ioannou Aimilios
- Iorio Alberto Orso Maria,
- Iqbal Muhammad Ansar,
- Isidori Tommaso
- Isik Candan
- Isildak Bora
- Iuzhakov Aleksandr
- Ivanchenko V
- Ivanov Andrew
- Ivanov Todor
- Ivanov Yury
- Ivantchenko Vladimir
- Jabeen Shabnam
- Jafari Abideh
- Jain Sandhya,
- Jain Shilpi,
- James Thomas
- Janjam Ravi
- Janot Patrick
- Janssen Xavier
- Jaramillo Johny
- Jarry Patrick
- Jayananda M,
- Jayatilaka Bodhitha
- Jeitler Manfred
- Jeng Geng-Yuan,
- Jensen Frank
- Jeon Dajeong
- Jeon Sihyun
- Jeong Yongho
- Jessop Colin
- Jha Vishwajeet
- Jindariani Sergo
- Jofrehei Arash
- Johns Willard
- Johnson Kurtis F,
- Johnson Marvin
- Jomhari Nur Zulaiha,
- Jones Matthew
- Josa Maria Isabel,
- Joshi Bhargav Madhusudan,
- Joshi Umesh
- Joyce Matthew
- Jung Andreas Werner,
- Jung Hannes
- Juodagalvis Andrius
- Kaadze Ketino
- Kachanov Vassili
- Kadastik Mario
- Kaestli Hans-Christian,
- Kailasapathy Balashangar
- Kalbhor Pritam
- Kalinin Alexey
- Kalinowski Artur
- Kalogeropoulos Alexis
- Kalsi Amandeep Kaur,
- Kamon Teruki
- Kangal Evrim Ersin,
- Kansal Bhumika
- Kanuganti Ankush Reddy,
- Kaplan Steven
- Kapoor Anshul
- Kar Chandiprasad
- Kara Ozgun
- Karacheban Olena
- Karancsi János
- Karapinar Guler
- Karapostoli Georgia
- Karasavvas Dimitrios
- Karathanasis George
- Karavdina Anastasia
- Karchin Paul Edmund,
- Kardapoltsev Leonid
- Karimäki Veikko
- Karjavine Vladimir
- Karmakar Saikat
- Karmgard Daniel John,
- Karneyeu Anton
- Kasem A
- Kasemann Matthias
- Kasieczka Gregor
- Kaspar Jan
- Katkov Igor
- Katsoulis Panagiotis
- Kaur Amandeep
- Kaur Sandeep
- Kaveh Hessamoddin
- Kaya Mithat
- Kaya Ozlem
- Kayis Topaksu Aysel
- Kaynak Berkan
- Kazana Malgorzata
- Keicher Philip
- Keller Henning
- Kello Tomas
- Kellogg Richard G,
- Keshri Sumit
- Khakzad Mohsen
- Khalil Sadia
- Khan Akram
- Khan Wajid Ali,
- Kharchilava Avto
- Khristenko Viktor
- Khukhunaishvili Aleko
- Khurana Raman
- Khvastunov Illia
- Kiani Bilal
- Kieseler Jan
- Kilminster Benjamin
- Kilpatrick Matthew
- Kim Bobae
- Kim Dong Hee,
- Kim Doyeong
- Kim Gui Nyun,
- Kim Hyunchul
- Kim Hyunsoo,
- Kim Hyunyong
- Kim Jae Sung,
- Kim Ji Hyun,
- Kim Junho
- Kim Min Suk,
- Kim Mugeon
- Kim Tae Jeong,
- Kim Victor
- Kim Yongsun
- Kiminsu Ugur
- King Jack
- Kinnunen Ritva
- Kirakosyan Martin
- Kirsanov Mikhail
- Kirschenmann Henning
- Klabbers Pamela
- Klanner Robert
- Klein Daniel
- Klein Katja
- Kleinwort Claus
- Klijnsma Thomas
- Klima Boaz
- Klute Markus
- Klyukhin Vyacheslav
- Knolle Joscha
- Ko Byeonghak
- Ko Sanghyun
- Ko Winston
- Kodolova Olga
- Koeth Timothy
- Kogler Roman
- Kokkas Panagiotis
- Kolberg Ted
- Kole Gouranga
- Kolosova Marina
- Komaragiri Jyothsna Rani,
- Komm Matthias
- Komurcu Yildiray
- Konecki Marcin
- Konigsberg Jacobo
- Konstantinou Sotiroulla
- Konstantinov Dmitri
- Kontaxakis Pantelis
- Kopp Gillian
- Koppenhöfer Roland
- Koraka Charis Kleio,
- Kortelainen Matti J,
- Korytov Andrey
- Kothekar Kunal
- Kotlinski Danek
- Kousouris Konstantinos
- Kovac Marko
- Kovalskyi Dmytro
- Krammer Natascha
- Krasnikov Nikolai
- Kratochwil Nicolaus
- Kravchenko Ilya
- Kreczko Lukasz
- Kress Thomas
- Krikler Benjamin
- Krintiras Georgios
- Krofcheck David
- Krohn Michael
- Krolikowski Jan
- Kropivnitskaya Anna
- Krupa Jeffrey
- Krutelyov Vyacheslav
- Krücker Dirk
- Kubota Yuichi
- Kucher Inna
- Kukral Ota
- Kumar Verma Ravindra
- Kumar Arun
- Kumar Ashok
- Kumar Deepak
- Kumar Sanjeev
- Kumar Vineet
- Kumari Priyanka
- Kunori Shuichi
- Kuo Chia-Ming,
- Kutzner Viktor
- Kuznetsova Ekaterina
- Kveton Antonin
- Kwan Stephanie
- Kwok Ka Hei Martin,
- Kwon Hyejin
- Kyberd Paul
- Kyriacou Savvas
- Kyriakis Aristotelis
- Köseyan Ohannes Kamer,
- La Cruz I. Heredia-De
- Laflotte Ian
- Laird Edward
- Laktineh Imad Baptiste,
- Lam Tyler
- Lamichhane Kamal
- Lammel Stephan
- Lampén Tapio
- Lanaro Armando
- Lander Richard
- Landsberg Greg
- Lanev Alexander
- Lange Clemens
- Lange David
- Lange Johannes
- Lange Torben
- Lange Wolfgang
- Langenegger Urs
- Langford Jonathon
- Lannon Kevin
- Lariccia Paolo
- Lassila-Perini Kati
- Lath Amitabh
- Latino Giuseppe
- Lattaud Hugues
- Lau Ka Tung,
- Laurila Santeri
- Lawhorn Jay Mathew,
- Layer Lukas
- Le Bihan A-C
- Le Bihan Anne-Catherine
- Lechner Lukas
- Lecoq Paul
- Ledovskoy Alexander
- Lee Haneol
- Lee Heewon
- Lee Jangbae
- Lee Jason Sang Hun,
- Lee Jeongeun
- Lee Kisoo
- Lee Kyeongpil
- Lee Kyong Sei,
- Lee Sangeun
- Lee Seh Wook,
- Lee Sung Won,
- Lee Y-J
- Lee Yen-Jie
- Lee Yonghoon
- Lefeld Anthony
- Leggat Duncan
- Legger Federica
- Lehti Sami
- Lelas Damir
- Lelek Aleksandra
- Lemaitre Vincent
- Lemos D,
- Lenz Teresa
- Lenzi Bruno
- Lenzi Piergiulio
- Leonardo Nuno
- Leontsinis Stefanos
- Lesauvage Antoine
- Lesko Zachary
- Lethuillier Morgan
- Letts James
- Levchuk Leonid
- Levin Andrew
- Lezki Samet
- León Holgado Jaime
- Li Ang
- Li Qiang
- Li Wei
- Li Wenzhao
- Li You-ying,
- Liao Hongbo
- Lidrych Jindrich
- Ligabue Franco
- Liko Dietrich
- Lim Jaehoon
- Lin Willis
- Linacre Jacob
- Lincoln Don
- Lindsey Cole
- Lindén Tomas
- Lipinski Martin
- Lipka Katerina
- Lipton Ron
- Lista Luca
- Litomin Aliaksandr
- Litov Leander
- Liu Miaoyuan
- Liu Tiehui
- Liu Zhenan
- Liyanage Kalpanie
- Lizzo Mattia
- Lo Meo Sergio
- Lo Kin Ho,
- Lobanov Artur
- Locci Elizabeth
- Loeliger Andrew
- Lohan Manisha
- Lohmann Wolfgang
- Lokhtin Igor
- Long Kenneth
- Long Owen Rosser,
- Longo Egidio
- Lontkovskyi Denys
- Lopez-Fernandez Ricardo
- Loukas Demetrios
- Loukas Nikitas
- Lourenco Carlos
- Loveless Richard
- Lowette Steven
- Lu Meng
- Lu Nan
- Lu R-S
- Lu Rong-Shyang
- Lucchini Marco Toliman,
- Luckey Paul David,
- Luo Jingyu
- Luo Sifu
- Lustermann Werner
- Luukka Panja-Riina
- Lychkovskaya Natalia
- Lykken Joseph
- Lyon A-M
- Lyon Anne-mazarine
- Lyons Louis
- Lyu Xudong
- Lökös Sándor
- Macchiolo Anna
- MacDonald Emily
- Mackay Catherine Kirsty,
- Madhusudanan Sreekala Jithin
- Madigan Gabriel
- Madlener Thomas
- Madrid Christopher
- Maeshima Kaori
- Maggi Giorgio
- Maggi Marcello
- Maghrbi Yasser
- Magnan A-M
- Magnan Anne-Marie
- Maguire Charles
- Mahakud Bibhuprasad
- Mahmoud Mohammed,
- Maier Benedikt
- Maier Stefan
- Maity Manas
- Major Péter
- Majumder Devdatta
- Majumder Gobinda
- Makarenko Inna
- Makarenko Vladimir
- Maksimovic Petar
- Mal Prolay
- Malagalage Kithsiri
- Malakhov Alexander
- Malara Andrea
- Malawski Maciej
- Malberti Martina
- Malcles Julie
- Malgeri Luca
- Malhotra Shivali
- Malik Sarah
- Malik Sudhir
- Mallampalli Abhishikth
- Mallios Stavros
- Malvezzi Sandra
- Manca Elisabetta
- Mandal Koushik
- Mandorli Giulio
- Manganelli Nicholas
- Manitara Kalliopi
- Mankel Rainer
- Mannelli Marcello
- Manolopoulos Konstantinos
- Manousakis-Katsikakis Arkadios
- Mans Jeremy
- Manthos Nikolaos
- Mantilla Cristina
- Mantovani Giancarlo
- Manzoni Riccardo Andrea,
- Mao Jiajing
- Mao Yajun
- Maravin Yurii
- Marcellini Stefano
- Marchesini Ivan
- Margjeka Ilirjan
- Margoni Martino
- Mariani Valentina
- Marinelli Nancy
- Marini Andrea Carlo,
- Mariotti Chiara
- Marlow Daniel
- Marsh Bennett
- Martelli Arabella
- Martin Perez Cristina
- Martinez Rivero Celso
- Martinez Ruiz del Arbol Pablo
- Martinez German
- Martins Jordan
- Marzocchi Badder
- Masciovecchio Mario
- Maselli Silvia
- Masetti Gianni
- Mason David
- Massironi Andrea
- Mastrolorenzo Luca
- Matchev Konstantin
- Matorras Francisco
- Matos Figueiredo Diego
- Matveev Viktor
- Mavromanolakis Georgios
- May Samuel
- Mazumdar Kajari
- Mcalister Ian
- Mcbride Patricia
- Mccoll Nickolas
- Mcdermott Kevin
- Mcginn Christopher
- Mclean Christine
- Mcmaster Brooks
- Medina Jaime Miguel
- Meena Meena
- Mehta Ankita
- Mei Hualin
- Mei Kelvin
- Meijers Frans
- Meinhard Maren Tabea,
- Meiring Peter
- Mejia Guisao Jhovanny
- Melo Da Costa Eliza
- Melo De Almeida Miqueias
- Melo Andrew
- Melzer-Pellmann I-A
- Melzer-Pellmann Isabell-Alissandra
- Menasce Dario
- Meneguzzo Anna Teresa,
- Menendez Nicholas
- Meng Fanbo
- Mengke Tielige
- Menichelli Mauro
- Meola Sabino
- Mercadante Pedro G,
- Meridiani Paolo
- Merkel Petra
- Merlin Jeremie Alexandre,
- Merlo J-P
- Merlo Jean-Pierre
- Merschmeyer Markus
- Mersi Stefano
- Meschi Emilio
- Meschini Marco
- Mesic Benjamin
- Messineo Alberto
- Mestvirishvili Alexi
- Metwally Josry
- Metzler Marius
- Meuser Danilo
- Meyer Andreas Bernhard,
- Meyer Arnd
- Meyer Mareike
- Micheli Francesco
- Migliore Ernesto
- Mignerey Alice,
- Mijuskovic Jelena
- Mikulec Ivan
- Mikuni Vinicius Massami,
- Milenovic Predrag
- Millet Philipp
- Mills Corrinne
- Milosevic Jovan
- Milosevic Vukasin
- Minafra Nicola
- Mirabito Laurent
- Mironov Camelia
- Misheva Milena
- Mishra Dipak Kumar,
- Mishra Tribeni
- Missiroli Marino
- Mitchell Tyler
- Mitra Soureek
- Mitselmakher Guenakh
- Mitsyn Valeri Valentinovitch,
- Mnich Joachim
- Mocellin Giovanni
- Modak Atanu
- Moeller Anthony
- Mohamed Amr
- Mohamed Ashraf
- Mohammadi Najafabadi Mojtaba
- Mohammadi Abdollah
- Mohammed Yasser
- Mohrman Kelci
- Moisenz Petr
- Molinatti Umberto
- Molnar Jozsef
- Monaco Vincenzo
- Mondal Kuntal
- Mondal Spandan
- Monroy Jose
- Montagna Paolo
- Montalvo Roy
- Monteil Ennio
- Monteno Marco
- Monti Fabio
- Moon Chang-Seong,
- Moon Dong Ho,
- Moortgat Filip
- Moortgat Seth
- Mora Herrera Clemencia
- Moraes Arthur
- Moran Dermot
- Morelos Pineda Antonio
- Moroni Luigi
- Morse David Michael,
- Morton Alexander
- Moscatelli Francesco
- Moureaux Louis
- Mousa Jehad
- Mozer Matthias Ulrich,
- Mrenna Stephen
- Mudholkar Tanmay
- Mueller Ryan
- Muhammad Alibordi
- Mukherjee Soumya
- Mukherjee Swagata
- Mulargia Roberto
- Mulders Martijn
- Mulhearn Michael
- Mulholland Troy
- Multhaup Jens
- Mundim Luiz
- Muraleedharan Nair Bindhu Vinaya Krishnan,
- Murillo Quijada Javier Alberto,
- Murray Michael
- Murzin Victor
- Musich Marco
- Musienko Yuri
- Mussgiller Andreas
- Muthumuni Samila
- My Salvatore
- Myronenko Volodymyr
- Müller Denise
- Müller Thomas,
- Nabili Sara
- Nachtman Jane
- Nahn Steve
- Naimuddin Md
- Nam Kyungwook
- Nandan Saswati
- Narain Meenakshi
- Narayanan Siddharth
- Nash Jordan
- Nash Kevin
- Nash William Arthur,
- Naskar Kousik
- Navarria Francesco,
- Navarro Tobar Álvaro
- Nayak Aruna
- Negro Giulia
- Nemes Frigyes
- Nessi-Tedaldi Francesca
- Netrakanti Pawan Kumar,
- Neu Christopher
- Neumeister Norbert
- Neutelings Izaak
- Newbold Dave M,
- Newman Harvey B,
- Ngadiuba Jennifer
- Nguyen Duong
- Nguyen Matthew
- Nguyen Thong,
- Nguyen Vivan
- Ni Hong
- Nicolaou Charalambos
- Niedziela Jeremi
- Niedziela Marek
- Niemeyer Caroline Elisabeth Niniane,
- Nigamova Aliya
- Nikitenko Alexander
- Niknejad Tahereh Sadat
- Niu Xinmei
- Nogima Helio
- Noll Dennis
- Noonan Daniel
- Norberg Scarlet
- Novaes Sergio F,
- Novak Andrzej
- Novak Tamas
- Nowack Andreas
- Nuzzo Salvatore
- O'Dell Vivian
- Obertino Maria Margherita,
- Obraztsov Stepan
- Ocalan Kadir
- Ochando Christophe
- Odell Nathaniel
- Ogul Hasan
- Oh Byung Hun,
- Oh Geonhee
- Oh Minseok
- Oh Sung Bin,
- Oh Young,
- Ojalvo Isabel
- Okhotnikov Vitalii
- Olaiya Emmanuel
- Oliveros Sandra
- Olmedo Negrete Manuel
- Olsen James
- Olszewski Michal
- Onel Yasar
- Onengut Gulsen
- Oreshkin Vadim
- Orfanelli Styliani
- Organtini Giovanni
- Orimoto Toyoko
- Oropeza Barrera Cristina
- Orsini Luciano
- Ortona Giacomo
- Osherson Marc
- Oskin Andrei
- Osterberg Kenneth
- Otarid Younes
- Ovcharova Ana
- Overton David
- Ovtin Ivan
- Ozdemir Kadri
- Ozkorucuklu Suat
- Ozok Ferhat
- O’dell V
- Pacher Luca
- Padeken Klaas
- Padhi Sanjay
- Padley Brian Paul,
- Padula Sandra,
- Paganini Pascal
- Paganis Efstathios
- Paganoni Marco
- Pak Sang Il,
- Palencia Cortezon Enrique
- Palichik Vladimir
- Palit Pritam
- Palla Fabrizio
- Palladino Vito
- Palmer Christopher
- Panagiotou Apostolos
- Pandey Shubham
- Pandolfi Francesco
- Paneva Mirena Ivova,
- Pant Lalit Mohan,
- Pantaleo Felice
- Panwar Lata
- Paoletti Simone
- Paolucci Pierluigi
- Papadimitriou Vaia
- Papadopoulos Ioannis
- Papakrivopoulos Ioannis
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- Xia Fan
- Xiao Jie
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- Yi Kai
- Yohay Rachel
- Yoo Hwi Dong,
- Yoo Jaehyeok
- Yoon Inseok
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- Yu David
- Yu Geum Bong,
- Yu Intae
- Yu Shin-Shan,
- Yuan Li
- Yuan Siqi
- Yuldashev Bekhzod S,
- Yumiceva Francisco
- Yusli Mohd Nizam,
- Zabi Alexandre
- Zacharopoulou Anna
- Zahid Sema
- Zaleski Shawn
- Zalewski Piotr
- Zanetti Marco
- Zarubin Anatoli
- Zarucki Mateusz
- Zecchinelli Angelo Giacomo,
- Zenaiev Oleksandr
- Zenz Seth Conrad,
- Zeuner Wolfram Dietrich,
- Zghiche Amina
- Zhang Aobo
- Zhang Fengwangdong
- Zhang Huaqiao
- Zhang Jingyu
- Zhang Sijing
- Zhang Wenyu
- Zhang Yi
- Zhang Zhicai
- Zhao Jingzhou
- Zhemchugov Evgenii
- Zhokin Alexander
- Zhu De Hua,
- Zhu Ren-Yuan,
- Ziemons Tim
- Zientek Margaret
- Zlebcik Radek
- Zobec Joze
- Zoi Irene
- Zolkapli Zukhaimira
- Zorbakir Ibrahim Soner,
- Zorbilmez Caglar
- Zotto Pierluigi
- Zou David
- Zucchetta Alberto
- Zuo Xunwu
- Zuolo Davide
- Zygala Lara
- Álvarez Fernández Adrian
- Özçelik Özlem
- Publication venue
- 'Springer Science and Business Media LLC'
- Publication date
- 01/01/2020
- Field of study
This paper presents new sets of parameters (“tunes”) for the underlying-event model of the HERWIG7 event generator. These parameters control the description of multiple-parton interactions (MPI) and colour reconnection in HERWIG7, and are obtained from a fit to minimum-bias data collected by the CMS experiment at s=0.9, 7, and 13Te. The tunes are based on the NNPDF 3.1 next-to-next-to-leading-order parton distribution function (PDF) set for the parton shower, and either a leading-order or next-to-next-to-leading-order PDF set for the simulation of MPI and the beam remnants. Predictions utilizing the tunes are produced for event shape observables in electron-positron collisions, and for minimum-bias, inclusive jet, top quark pair, and Z and W boson events in proton-proton collisions, and are compared with data. Each of the new tunes describes the data at a reasonable level, and the tunes using a leading-order PDF for the simulation of MPI provide the best description of the dat
MUSiC : a model-unspecific search for new physics in proton-proton collisions at root s=13TeV
- Author
- Aarrestad Thea Klaeboe
- Aarup Petersen Henriette
- Abbaneo Duccio
- Abbiendi Giovanni
- Abbrescia Marcello
- Abdelalim Ahmed Ali
- Abdullin Salavat
- Abercrombie Daniel
- Acharya Himal
- Acosta Darin
- Acosta John Gabriel
- Adam Wolfgang
- Adams Eric
- Adams Mark Raymond
- Adams Todd
- Adloff Catherine
- Adzic Petar
- Afanasiev Serguei
- Agapitos Antonis
- Agarwal Garvita
- Aggleton Robin
- Agram Jean-Laurent
- Aguilar-Benitez Manuel
- Ahmad Ashfaq
- Ahmad Muhammad
- Ahmed Asar
- Ahuja Sudha
- Akchurin Nural
- Akgun Bora
- Akpinar Alp
- Albajar Carmen
- Albergo Sebastiano
- Albert Andreas
- Albrow Michael
- Alcaraz Maestre Juan
- Aldaya Martin Maria
- Aldá Júnior Walter Luiz
- Aleksandrov Aleksandar
- Alexander James
- Alhusseini Mohammad
- Alimena Juliette
- Alison John
- Allen Brandon
- Almond John
- Alvarez Gonzalez Barbara
- Alverson George
- Alves Gilvan
- Aly Reham
- Alyari Maral
- Amapane Nicola
- Ambrogi Federico
- Amendola Chiara
- Amin Nick
- Amram Oz
- Amsler Claude
- Anagnostou Georgios
- Anderson Dustin
- Andrea Jeremy
- Andreev Vladimir
- Andreev Yu.
- Andreev Yuri
- Andrews Michael Benjamin
- Androsov Konstantin
- Antchev Georgy
- Antunovic Zeljko
- Apanasevich Leonard
- Apollinari Giorgio
- Appelt Eric
- Apresyan Artur
- Apyan Aram
- Araujo Mariana
- Arcaro Daniel
- Arcidiacono Roberta
- Arenton Michael Wayne
- Argiro Stefano
- Arneodo Michele
- Aruta Caterina
- Asavapibhop Burin
- Asawatangtrakuldee Chayanit
- Asenov Patrick
- Asghar Muhammad Irfan
- Asilar Ece
- Askew Andrew
- Asmuss Paul
- Atakisi Ismail Okan
- Atanasov Ivan
- Ather Mohsan Waseem
- Attikis Alexandros
- Auffray Etiennette
- Aushev Tagir
- Auzinger Georg
- Avati Valentina
- Avery Paul
- Avila Carlos
- Awan Muhammad Imran Malik
- Ayala Edy
- Aydogmus Sen Fatma
- Azarkin Maksim
- Azhgirey Igor
- Aziz Tariq
- Azzi Patrizia
- Azzurri Paolo
- Baarmand Marc M
- Babaev Anton
- Babounikau Illia
- Bacchetta Nicola
- Bachiller Irene
- Bachtis Michail
- Backhaus Malte
- Baden A.
- Baden Drew
- Baechler Joachim
- Bagliesi Giuseppe
- Bahinipati Seema
- Baillon Paul
- Bainbridge Robert
- Bakas Georgios
- Bakhshiansohi Hamed
- Baldenegro Barrera Cristian
- Ball Austin
- Ban Yong
- Band Reyer
- Banerjee Sudeshna
- Banerjee Sunanda
- Bansal Sunil
- Barbagli Giuseppe
- Barberis Emanuela
- Bargassa Pedrame
- Baringer Philip
- Barnes Virgil E
- Barney David
- Baron Owen
- Barrio Luna Mar
- Bartek Rachel
- Bartosik Nazar
- Bartók Márton
- Baselga Marta
- Bastos Diogo
- Battilana Carlo
- Baty Austin
- Bauerdick Lothar AT
- Baur Sebastian
- Baxter Samuel
- Bayshev Igor
- Bean Alice
- Beauceron Stephanie
- Beaudette Florian
- Becerril Gonzalez Hugo
- Bechtel Janek
- Beghin Diego
- Behera Prafulla Kumar
- Behera Subash Chandra
- Behnke Olaf
- Bein Samuel
- Belchior Batista Das Chagas Ewerton
- Belforte Stefano
- Bell Ken W
- Bellan Riccardo
- Belloni Alberto
- Bellora Andrea
- Belyaev Alexander
- Belyaev Andrey
- Benaglia Andrea
- Benato Lisa
- Bencze Gyorgy
- Bendavid Joshua
- Benecke Anna
- Benelli Gabriele
- Beni Noemi
- Benitez Jose F
- Benussi Luigi
- Beretvas Andrew
- Bergauer Thomas
- Berger Pirmin
- Berger Thomas
- Beri Suman Bala
- Bermúdez Martínez Armando
- Bernardes Cesar Augusto
- Bernet Colin
- Berry Douglas
- Berryhill Jeffrey
- Bertacchi Valerio
- Besancon Marc
- Beschi Andrea
- Bhal Eshwen
- Bhardwaj Ashutosh
- Bharti Monika
- Bhat Muzamil Ahmad
- Bhat Pushpalatha C
- Bhatnagar Vipin
- Bhattacharya Rajarshi
- Bhattacharya Saptaparna
- Bhattacharya Satyaki
- Bhattacharya Soham
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- Wickramarathna DDC.
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- Wilson Graham
- Wimpenny Stephen
- Winer Brian L
- Winterbottom Daniel
- Wisecarver Andrew
- Wissing Christoph
- Wittich Peter
- Wolf Matthias
- Wolf Roger
- Wolfe Evan
- Wong Kak
- Wong Wing Yan
- Wood Darien
- Woodard Anna
- Wozniak Kinga Anna
- Wozniewski Sebastian
- Wright Douglas
- Wu Zhenbin
- Wuchterl Sebastian
- Wulz Claudia-Elisabeth
- Wuyckens Sophie
- Wyslouch Bolek
- Würthwein Frank
- Xia Fan
- Xiao Jie
- Xiao Meng
- Xiao Rui
- Xie Si
- Xie Wei
- Yagil Avraham
- Yalvac Metin
- Yan Furong
- Yang Unki
- Yang Yu Chul
- Yao Yao
- YARAR Hevjin
- Yates Brent
- Yazgan Efe
- Yetkin Elif Asli
- Yi Kai
- Yohay Rachel
- Yoo Hwi Dong
- Yoo Jaehyeok
- Yoon Inseok
- You Zhengyun
- Yu David
- Yu Geum Bong
- Yu Intae
- Yu Shin-Shan
- Yuan Li
- Yuan Siqi
- Yuldashev Bekhzod S
- Yumiceva Francisco
- Yusli Mohd Nizam
- Zabi Alexandre
- Zacharopoulou Anna
- Zahid Sema
- Zaleski Shawn
- Zalewski Piotr
- Zanetti Marco
- Zarubin Anatoli
- Zarucki Mateusz
- Zecchinelli Angelo Giacomo
- Zenaiev Oleksandr
- Zeuner Wolfram Dietrich
- Zghiche Amina
- Zhang Fengwangdong
- Zhang Huaqiao
- Zhang Jingyu
- Zhang Sijing
- Zhang Wenyu
- Zhang Yi
- Zhang Zhicai
- Zhao Jingzhou
- Zhokin Alexander
- Zhu De Hua
- Zhu Ren-Yuan
- Ziemons Tim
- Zientek Margaret
- Zlebcik Radek
- Zobec Joze
- Zoi Irene
- Zolkapli Zukhaimira
- Zorbakir Ibrahim Soner
- Zorbilmez Caglar
- Zotto Pierluigi
- Zou David
- Zucchetta Alberto
- Zumerle Gianni
- Zuo Xunwu
- Zuolo Davide
- Zygala Lara
- Álvarez Fernández Adrian
- Özçelik Özlem
- Publication venue
- 'Springer Science and Business Media LLC'
- Publication date
- 01/01/2020
- Field of study
Results of the Model Unspecific Search in CMS (MUSiC), using proton-proton collision data recorded at the LHC at a centre-of-mass energy of 13 TeV, corresponding to an integrated luminosity of 35.9 fb(-1), are presented. The MUSiC analysis searches for anomalies that could be signatures of physics beyond the standard model. The analysis is based on the comparison of observed data with the standard model prediction, as determined from simulation, in several hundred final states and multiple kinematic distributions. Events containing at least one electron or muon are classified based on their final state topology, and an automated search algorithm surveys the observed data for deviations from the prediction. The sensitivity of the search is validated using multiple methods. No significant deviations from the predictions have been observed. For a wide range of final state topologies, agreement is found between the data and the standard model simulation. This analysis complements dedicated search analyses by significantly expanding the range of final states covered using a model independent approach with the largest data set to date to probe phase space regions beyond the reach of previous general searches.Peer reviewe
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