9 research outputs found

    Large expert-curated database for benchmarking document similarity detection in biomedical literature search

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    Document recommendation systems for locating relevant literature have mostly relied on methods developed a decade ago. This is largely due to the lack of a large offline gold-standard benchmark of relevant documents that cover a variety of research fields such that newly developed literature search techniques can be compared, improved and translated into practice. To overcome this bottleneck, we have established the RElevant LIterature SearcH consortium consisting of more than 1500 scientists from 84 countries, who have collectively annotated the relevance of over 180 000 PubMed-listed articles with regard to their respective seed (input) article/s. The majority of annotations were contributed by highly experienced, original authors of the seed articles. The collected data cover 76% of all unique PubMed Medical Subject Headings descriptors. No systematic biases were observed across different experience levels, research fields or time spent on annotations. More importantly, annotations of the same document pairs contributed by different scientists were highly concordant. We further show that the three representative baseline methods used to generate recommended articles for evaluation (Okapi Best Matching 25, Term Frequency-Inverse Document Frequency and PubMed Related Articles) had similar overall performances. Additionally, we found that these methods each tend to produce distinct collections of recommended articles, suggesting that a hybrid method may be required to completely capture all relevant articles. The established database server located at https://relishdb.ict.griffith.edu.au is freely available for the downloading of annotation data and the blind testing of new methods. We expect that this benchmark will be useful for stimulating the development of new powerful techniques for title and title/abstract-based search engines for relevant articles in biomedical research.Peer reviewe

    A global metagenomic map of urban microbiomes and antimicrobial resistance

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    We present a global atlas of 4,728 metagenomic samples from mass-transit systems in 60 cities over 3 years, representing the first systematic, worldwide catalog of the urban microbial ecosystem. This atlas provides an annotated, geospatial profile of microbial strains, functional characteristics, antimicrobial resistance (AMR) markers, and genetic elements, including 10,928 viruses, 1,302 bacteria, 2 archaea, and 838,532 CRISPR arrays not found in reference databases. We identified 4,246 known species of urban microorganisms and a consistent set of 31 species found in 97% of samples that were distinct from human commensal organisms. Profiles of AMR genes varied widely in type and density across cities. Cities showed distinct microbial taxonomic signatures that were driven by climate and geographic differences. These results constitute a high-resolution global metagenomic atlas that enables discovery of organisms and genes, highlights potential public health and forensic applications, and provides a culture-independent view of AMR burden in cities.Funding: the Tri-I Program in Computational Biology and Medicine (CBM) funded by NIH grant 1T32GM083937; GitHub; Philip Blood and the Extreme Science and Engineering Discovery Environment (XSEDE), supported by NSF grant number ACI-1548562 and NSF award number ACI-1445606; NASA (NNX14AH50G, NNX17AB26G), the NIH (R01AI151059, R25EB020393, R21AI129851, R35GM138152, U01DA053941); STARR Foundation (I13- 0052); LLS (MCL7001-18, LLS 9238-16, LLS-MCL7001-18); the NSF (1840275); the Bill and Melinda Gates Foundation (OPP1151054); the Alfred P. Sloan Foundation (G-2015-13964); Swiss National Science Foundation grant number 407540_167331; NIH award number UL1TR000457; the US Department of Energy Joint Genome Institute under contract number DE-AC02-05CH11231; the National Energy Research Scientific Computing Center, supported by the Office of Science of the US Department of Energy; Stockholm Health Authority grant SLL 20160933; the Institut Pasteur Korea; an NRF Korea grant (NRF-2014K1A4A7A01074645, 2017M3A9G6068246); the CONICYT Fondecyt Iniciación grants 11140666 and 11160905; Keio University Funds for Individual Research; funds from the Yamagata prefectural government and the city of Tsuruoka; JSPS KAKENHI grant number 20K10436; the bilateral AT-UA collaboration fund (WTZ:UA 02/2019; Ministry of Education and Science of Ukraine, UA:M/84-2019, M/126-2020); Kyiv Academic Univeristy; Ministry of Education and Science of Ukraine project numbers 0118U100290 and 0120U101734; Centro de Excelencia Severo Ochoa 2013–2017; the CERCA Programme / Generalitat de Catalunya; the CRG-Novartis-Africa mobility program 2016; research funds from National Cheng Kung University and the Ministry of Science and Technology; Taiwan (MOST grant number 106-2321-B-006-016); we thank all the volunteers who made sampling NYC possible, Minciencias (project no. 639677758300), CNPq (EDN - 309973/2015-5), the Open Research Fund of Key Laboratory of Advanced Theory and Application in Statistics and Data Science – MOE, ECNU, the Research Grants Council of Hong Kong through project 11215017, National Key RD Project of China (2018YFE0201603), and Shanghai Municipal Science and Technology Major Project (2017SHZDZX01) (L.S.

    Global perspective of familial hypercholesterolaemia: a cross-sectional study from the EAS Familial Hypercholesterolaemia Studies Collaboration (FHSC)

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    none724siBackground The European Atherosclerosis Society Familial Hypercholesterolaemia Studies Collaboration (FHSC) global registry provides a platform for the global surveillance of familial hypercholesterolaemia through harmonisation and pooling of multinational data. In this study, we aimed to characterise the adult population with heterozygous familial hypercholesterolaemia and described how it is detected and managed globally.Methods Using FHSC global registry data, we did a cross-sectional assessment of adults (aged 18 years or older) with a clinical or genetic diagnosis of probable or definite heterozygous familial hypercholesterolaemia at the time they were entered into the registries. Data were assessed overall and by WHO regions, sex, and index versus non-index cases.Findings Of the 61 612 individuals in the registry, 42 167 adults (21 999 [53.6%] women) from 56 countries were included in the study. Of these, 31 798 (75.4%) were diagnosed with the Dutch Lipid Clinic Network criteria, and 35 490 (84.2%) were from the WHO region of Europe. Median age of participants at entry in the registry was 46.2 years (IQR 34.3-58.0); median age at diagnosis of familial hypercholesterolaemia was 44.4 years (32.5-56.5), with 40.2% of participants younger than 40 years when diagnosed. Prevalence of cardiovascular risk factors increased progressively with age and varied by WHO region. Prevalence of coronary disease was 17.4% (2.1% for stroke and 5.2% for peripheral artery disease), increasing with concentrations of untreated LDL cholesterol, and was about two times lower in women than in men. Among patients receiving lipid-lowering medications, 16 803 (81.1%) were receiving statins and 3691 (21.2%) were on combination therapy, with greater use of more potent lipid-lowering medication in men than in women. Median LDL cholesterol was 5.43 mmol/L (IQR 4.32-6.72) among patients not taking lipid-lowering medications and 4.23 mmol/L (3.20-5.66) among those taking them. Among patients taking lipid-lowering medications, 2.7% had LDL cholesterol lower than 1.8 mmol/L; the use of combination therapy, particularly with three drugs and with proprotein convertase subtilisin-kexin type 9 inhibitors, was associated with a higher proportion and greater odds of having LDL cholesterol lower than 1.8 mmol/L. Compared with index cases, patients who were non-index cases were younger, with lower LDL cholesterol and lower prevalence of cardiovascular risk factors and cardiovascular diseases (all p<0.001).Interpretation Familial hypercholesterolaemia is diagnosed late. Guideline-recommended LDL cholesterol concentrations are infrequently achieved with single-drug therapy. Cardiovascular risk factors and presence of coronary disease were lower among non-index cases, who were diagnosed earlier. Earlier detection and greater use of combination therapies are required to reduce the global burden of familial hypercholesterolaemia. Copyright (C) 2021 Elsevier Ltd. All rights reserved.mixedVallejo-Vaz, Antonio J.; Stevens, Christophe A.T.; Lyons, Alexander R.M.; Dharmayat, Kanika I.; Freiberger, Tomas; Hovingh, G. Kees; Mata, Pedro; Raal, Frederick J.; Santos, Raul D.; Soran, Handrean; Watts, Gerald F.; Abifadel, Marianne; Aguilar-Salinas, Carlos A.; Alhabib, Khalid F.; Alkhnifsawi, Mutaz; Almahmeed, Wael; Alnouri, Fahad; Alonso, Rodrigo; Al-Rasadi, Khalid; Al-Sarraf, Ahmad; Al-Sayed, Nasreen; Araujo, Francisco; Ashavaid, Tester F.; Banach, Maciej; Béliard, Sophie; Benn, Marianne; Binder, Christoph J.; Bogsrud, Martin P.; Bourbon, Mafalda; Chlebus, Krzysztof; Corral, Pablo; Davletov, Kairat; Descamps, Olivier S.; Durst, Ronen; Ezhov, Marat; Gaita, Dan; Genest, Jacques; Groselj, Urh; Harada-Shiba, Mariko; Holven, Kirsten B.; Kayikcioglu, Meral; Khovidhunkit, Weerapan; Lalic, Katarina; Latkovskis, Gustavs; Laufs, Ulrich; Liberopoulos, Evangelos; Lima-Martinez, Marcos M.; Lin, Jie; Maher, Vincent; Marais, A. David; März, Winfried; Mirrakhimov, Erkin; Miserez, André R.; Mitchenko, Olena; Nawawi, Hapizah; Nordestgaard, Børge G.; Panayiotou, Andrie G.; Paragh, György; Petrulioniene, Zaneta; Pojskic, Belma; Postadzhiyan, Arman; Raslova, Katarina; Reda, Ashraf; Reiner, Željko; Sadiq, Fouzia; Sadoh, Wilson Ehidiamen; Schunkert, Heribert; Shek, Aleksandr B.; Stoll, Mario; Stroes, Erik; Su, Ta-Chen; Subramaniam, Tavintharan; Susekov, Andrey V.; Tilney, Myra; Tomlinson, Brian; Truong, Thanh Huong; Tselepis, Alexandros D.; Tybjærg-Hansen, Anne; Vázquez Cárdenas, Alejandra; Viigimaa, Margus; Wang, Luya; Yamashita, Shizuya; Kastelein, John J.P.; Bruckert, Eric; Vohnout, Branislav; Schreier, Laura; Pang, Jing; Ebenbichler, Christoph; Dieplinger, Hans; Innerhofer, Reinhold; Winhofer-Stöckl, Yvonne; Greber-Platzer, Susanne; Krychtiuk, Konstantin; Speidl, Walter; Toplak, Hermann; Widhalm, Kurt; Stulnig, Thomas; Huber, Kurt; Höllerl, Florian; Rega-Kaun, Gersina; Kleemann, Lucas; Mäser, Martin; Scholl-Bürgi, Sabine; Säly, Christoph; Mayer, Florian J.; Sablon, Gaelle; Tarantino, Eric; Nzeyimana, Charlotte; Pojskic, Lamija; Sisic, Ibrahim; Nalbantic, Azra D.; Jannes, Cinthia E.; Pereira, Alexandre C.; Krieger, Jose E.; Petrov, Ivo; Goudev, Assen; Nikolov, Fedya; Tisheva, Snejana; Yotov, Yoto; Tzvetkov, Ivajlo; Baass, Alexis; Bergeron, Jean; Bernard, Sophie; Brisson, Diane; Brunham, Liam R.; Cermakova, Lubomira; Couture, Patrick; Francis, Gordon A.; Gaudet, Daniel; Hegele, Robert A.; Khoury, Etienne; Mancini, G.B. John; McCrindle, Brian W.; Paquette, Martine; Ruel, Isabelle; Cuevas, Ada; Asenjo, Sylvia; Wang, Xumin; Meng, Kang; Song, Xiantao; Yong, Qiang; Jiang, Tao; Liu, Ziyou; Duan, Yanyu; Hong, Jing; Ye, Pucong; Chen, Yan; Qi, Jianguang; Liu, Zesen; Li, Yuntao; Zhang, Chaoyi; Peng, Jie; Yang, Ya; Yu, Wei; Wang, Qian; Yuan, Hui; Cheng, Shitong; Jiang, Long; Chong, Mei; Jiao, Jian; Wu, Yue; Wen, Wenhui; Xu, Liyuan; Zhang, Ruiying; Qu, Yichen; He, Jianxun; Fan, Xuesong; Wang, Zhenjia; Chow, Elaine; Pećin, Ivan; Perica, Dražen; Symeonides, Phivos; Vrablik, Michal; Ceska, Richard; Soska, Vladimir; Tichy, Lukas; Adamkova, Vera; Franekova, Jana; Cifkova, Renata; Kraml, Pavel; Vonaskova, Katerina; Cepova, Jana; Dusejovska, Magdalena; Pavlickova, Lenka; Blaha, Vladimir; Rosolova, Hana; Nussbaumerova, Barbora; Cibulka, Roman; Vaverkova, Helena; Cibickova, Lubica; Krejsova, Zdenka; Rehouskova, Katerina; Malina, Pavel; Budikova, Milena; Palanova, Vaclava; Solcova, Lucie; Lubasova, Alena; Podzimkova, Helena; Bujdak, Juraj; Vesely, Jiri; Jordanova, Marta; Salek, Tomas; Urbanek, Robin; Zemek, Stanislav; Lacko, Jan; Halamkova, Hana; Machacova, Sona; Mala, Sarka; Cubova, Eva; Valoskova, Katerina; Burda, Lukas; Bendary, Ahmed; Daoud, Ihab; Emil, Sameh; Elbahry, Atef; Rafla, Samir; Sanad, Osama; Kazamel, Ghada; Ashraf, Mohamed; Sobhy, Mohamed; El-Hadidy, Amro; Shafy, Mohamed A.; Kamal, Saif; Bendary, Mohamed; Talviste, Grete; Angoulvant, Denis; Boccara, Franck; Cariou, Bertrand; Carreau, Valérie; Carrie, Alain; Charrieres, Sybil; Cottin, Yves; Di-Fillipo, Mathilde; Ducluzeau, Pierre H.; Dulong, Sonia; Durlach, Vincent; Farnier, Michel; Ferrari, Emile; Ferrieres, Dorota; Ferrieres, Jean; Gallo, Antonio; hankard, Regis; Inamo, Jocelyne; Lemale, Julie; Moulin, Philippe; Paillard, François; Peretti, Noel; Perrin, Agnès; Pradignac, Alain; Rabes, Jean P.; Rigalleau, Vincent; Sultan, Ariane; Schiele, François; Tounian, Patrick; Valero, René; Verges, Bruno; Yelnik, Cécile; Ziegler, Olivier; Haack, Ira A.; Schmidt, Nina; Dressel, Alexander; Klein, Isabel; Christmann, Jutta; Sonntag, Antonia; Stumpp, Christine; Boger, Diana; Biedermann, Dana; Usme, Monica M.N.; Beil, F. Ulrich; Klose, Gerald; König, Christel; Gouni-Berthold, Ioanna; Otte, Britta; Böll, Gereon; Kirschbaum, Anja; Merke, Jürgen; Scholl, Johannes; Segiet, Thomas; Gebauer, Marco; Predica, Florentina; Mayer, Manfred; Leistikow, Frank; Füllgraf-Horst, Sabine; Müller, Cornelius; Schüler, Melanie; Wiener, Judith; Hein, Konrad; Baumgartner, Peter; Kopf, Stefan; Busch, Reinhold; Schömig, Michael; Matthias, Stephan; Allendorf-Ostwald, Nicole; Fink, Bruno; Böhm, Dieter; Jäkel, Alexander; Koschker, Ann-Cathrin; Schweizer, Rüdiger; Vogt, Anja; Parhofer, Klaus; König, Wolfgang; Reinhard, Wibke; Bäßler, Andrea; Stadelmann, Alexander; Schrader, Volker; Katzmann, Julius; Tarr, Adrienne; Steinhagen-Thiessen, Elisabeth; Kassner, Ursula; Paulsen, Gerret; Homberger, Jürgen; Zemmrich, Claudia; Seeger, Wolfgang; Biolik, Kathrin; Deiss, Dorothee; Richter, Corinna; Pantchechnikova, Elina; Dorn, Elena; Schatz, Ulrike; Julius, Ulrich; Spens, Antje; Wiesner, Tobias; Scholl, Michael; Rizos, Christos V.; Sakkas, Nikolaos; Elisaf, Moses; Skoumas, Ioannis; Tziomalos, Konstantinos; Rallidis, Loukianos; Kotsis, Vasileios; Doumas, Michalis; Athyros, Vasileios; Skalidis, Emmanouil; Kolovou, Genovefa; Garoufi, Anastasia; Bilianou, Eleni; Koutagiar, Iosif; Agapakis, Dimitrios; Kiouri, Estela; Antza, Christina; Katsiki, Niki; Zacharis, Evangelos; Attilakos, Achilleas; Sfikas, George; Koumaras, Charalambos; Anagnostis, Panagiotis; Anastasiou, Georgia; Liamis, George; Koutsogianni, Amalia-Despoina; Karányi, Zsolt; Harangi, Mariann; Bajnok, László; Audikovszky, Mária; Márk, László; Benczúr, Béla; Reiber, István; Nagy, Gergely; Nagy, András; Reddy, Lakshmi L.; Shah, Swarup A.V.; Ponde, Chandrashekhar K.; Dalal, Jamshed J.; Sawhney, Jitendra P.S.; Verma, Ishwar C.; Altaey, Mays; Al-Jumaily, Khalid; Rasul, Dilshad; Abdalsahib, Ali F.; Jabbar, Amer A.; Al-ageedi, Mohanad; Agar, Ruth; Cohen, Hofit; Ellis, Avishay; Gavishv, Dov; Harats, Dror; Henkin, Yaacov; Knobler, Hila; Leavit, Leah; Leitersdorf, Eran; Rubinstein, Ardon; Schurr, Daniel; Shpitzen, Shoshi; Szalat, Auryan; Casula, Manuela; Zampoleri, Veronica; Gazzotti, Marta; Olmastroni, Elena; Sarzani, Riccardo; Ferri, Claudio; Repetti, Elena; Sabbà, Carlo; Bossi, Antonio Carlo; Borghi, Claudio; Muntoni, Sandro; Cipollone, Francesco; Purrello, Francesco; Pujia, Arturo; Passaro, Angelina; Marcucci, Rossella; Pecchioli, Valerio; Pisciotta, Livia; Mandraffino, Giuseppe; Pellegatta, Fabio; Mombelli, Giuliana; Branchi, Adriana; Fiorenza, Anna Maria; Pederiva, Cristina; Werba, Josè Pablo; Parati, Gianfranco; Carubbi, Francesca; Iughetti, Lorenzo; Iannuzzi, Arcangelo; Iannuzzo, Gabriella; Calabrò, Paolo; Averna, Maurizio; Biasucci, Giacomo; Zambon, Sabina; Roscini, Anna Rita; Trenti, Chiara; Arca, Marcello; Federici, Massimo; Del Ben, Maria; Bartuli, Andrea; Giaccari, Andrea; Pipolo, Antonio; Citroni, Nadia; Guardamagna, Ornella; Bonomo, Katia; Benso, Andrea; Biolo, Gianni; Maroni, Lorenzo; Lupi, Alessandro; Bonanni, Luca; Zenti, Maria Grazia; Matsuki, Kota; Hori, Mika; Ogura, Masatsune; Masuda, Daisaku; Kobayashi, Takuya; Nagahama, Kumiko; Al-Jarallah, Mohammed; Radovic, Mirjana; Lunegova, Olga; Bektasheva, Erkayim; Khodzhiboboev, Elyor; Erglis, Andrejs; Gilis, Dainus; Nesterovics, Georgijs; Saripo, Vita; Meiere, Ruta; Upena-RozeMicena, Arta; Terauda, Elizabete; Jambart, Selim; Khoury, Petra E.; Elbitar, Sandy; Ayoub, Carine; Ghaleb, Youmna; Aliosaitiene, Urte; Kutkiene, Sandra; Kasim, Noor A.M.; Nor, Noor S.M.; Ramli, Anis S.; Razak, Suraya A.; Al-Khateeb, Alyaa; Kadir, Siti H.S.A.; Muid, Suhaila A.; Rahman, Thuhairah A.; Kasim, Sazzli S.; Radzi, Ahmad B.M.; Ibrahim, Khairul S.; Razali, Salmi; Ismail, Zaliha; Ghani, Rohana A.; Hafidz, Muhammad I.A.; Chua, Ang L.; Rosli, Marshima M.; Annamalai, Muthukkaruppan; Teh, Lay K.; Razali, Rafezah; Chua, Yung A.; Rosman, Azhari; Sanusi, Abdul R.; Murad, Nor A.A.; Jamal, A. Rahman A.; Nazli, Sukma A.; Razman, Aimi Z.; Rosman, Norhidayah; Rahmat, Radzi; Hamzan, Nur S.; Azzopardi, C.; Mehta, Roopa; Martagon, Alexandro J.; Ramirez, Gabriela A.G.; Villa, Neftali E.A.; Vazquez, Arsenio V.; Elias-Lopez, Daniel; Retana, Gustavo G.; Rodriguez, Betsabel; Macías, Jose J.C.; Zazueta, Alejandro R.; Alvarado, Rocio M.; Portano, Julieta D.M.; Lopez, Humberto A.; Sauque-Reyna, Leobardo; Herrera, Laura G.G.; Mendia, Luis E.S.; Aguilar, Humberto Garcia; Cooremans, Elizabeth R.; Aparicio, Berenice P.; Zubieta, Victoria M.; Gonzalez, Perla A.C.; Ferreira-Hermosillo, Aldo; Portilla, Nacu C.; Dominguez, Guadalupe J.; Garcia, Alinna Y.R.; Cazares, Hector E.A.; Gonzalez, Jesus R.; Valencia, Carla V.M.; Padilla, Francisco G.; Prado, Ramon M.; De los Rios Ibarra, Manuel O.; Villicaña, Ruy D.A.; Rivera, Karina J.A.; Carrera, Ricardo A.; Alvarez, Jose A.; Martinez, Jose C.A.; de los Reyes Barrera Bustillo, Manuel; Vargas, Gonzalo C.; Chacon, Roberto C.; Andrade, Mario H.F.; Ortega, Ashanty F.; Alcala, Hector G.; de Leon, Laura E.G.; Guzman, Berenice G.; Garcia, Jose J.G.; Cuellar, Juan C.G.; Cruz, Jose R.G.; Garcia, Anell Hernandez; Almada, Jesus R.H.; Herrera, Ursulo J.; Sobrevilla, Fabiola L.; Rodriguez, Eduardo M.; Sibaja, Cristina M.; Rodriguez, Alma B.M.; Oyervides, Jose C.M.; Vazquez, Daniel I.P.; Rodriguez, Eduardo A.R.; Osorio, Ma L.R.; Saucedo, Juan R.; Tamayo, Margarita T.; Talavera, Luis A.V.; Arroyo, Luis E.V.; Carrillo, Eloy A.Z.; Isara, Alphonsus; Obaseki, Darlington E.; Al-Waili, Khalid; Al-Zadjali, Fahad; Al-Zakwani, Ibrahim; Al-Kindi, Mohammed; Al-Mukhaini, Suad; Al-Barwani, Hamida; Rana, Asim; Shah, Lahore S.U.; Starostecka, Ewa; Konopka, Agnieszka; Lewek, Joanna; Bartłomiejczyk, Marcin; Gąsior, Mariusz; Dyrbuś, Krzysztof; Jóźwiak, Jacek; Gruchała, Marcin; Pajkowski, Marcin; Romanowska-Kocejko, Marzena; Żarczyńska-Buchowiecka, Marta; Chmara, Magdalena; Wasąg, Bartosz; Parczewska, Aleksandra; Gilis-Malinowska, Natasza; Borowiec-Wolna, Justyna; Stróżyk, Aneta; Woś, Marlena; Michalska-Grzonkowska, Aleksandra; Medeiros, Ana M.; Alves, Ana C.; Silva, Francisco; Lobarinhas, Goreti; Palma, Isabel; de Moura, Jose P.; Rico, Miguel T.; Rato, Quitéria; Pais, Patrícia; Correia, Susana; Moldovan, Oana; Virtuoso, Maria J.; Salgado, Jose M.; Colaço, Ines; Dumitrescu, Andreea; Lengher, Calin; Mosteoru, Svetlana; Meshkov, Alexey; Ershova, Alexandra; Rozkova, Tatiana; Korneva, Victoria; Yu, Kuznetsova T.; Zafiraki, Vitaliy; Voevoda, Mikhail; Gurevich, Victor; Duplyakov, Dmitry; Ragino, Yulia; Safarova, Maya; Shaposhnik, Igor; Alkaf, Fahmi; Khudari, Alia; Rwaili, Nawal; Al-Allaf, Faisal; Alghamdi, Mohammad; Batais, Mohammed A.; Almigbal, Turky H.; Kinsara, Abdulhalim; AlQudaimi, Ashraf H.A.; Awan, Zuhier; Elamin, Omer A.; Altaradi, Hani; Rajkovic, Natasa; Popovic, Ljiljana; Singh, Sandra; Stosic, Ljubica; Rasulic, Iva; Lalic, Nebojsa M.; Lam, Carolyn; Le, Tan J.; Siang, Eric L.T.; Dissanayake, Sanjaya; I-Shing, Justin T.; Shyong, Tai E.; Jin, Terrance C.S.; Balinth, Karin; Buganova, Ingrid; Fabryova, Lubomira; Kadurova, Michaela; Klabnik, Alexander; Kozárová, Miriam; Sirotiakova, Jana; Battelino, Tadej; Kovac, Jernej; Mlinaric, Matej; Sustar, Ursa; Podkrajsek, Katarina T.; Fras, Zlatko; Jug, Borut; Cevc, Matija; Pilcher, Gillian J.; Blom, D.J.; Wolmarans, K.H.; Brice, B.C.; Muñiz-Grijalvo, Ovidio; Díaz-Díaz, Jose L.; de Isla, Leopoldo P.; Fuentes, Francisco; Badimon, Lina; Martin, François; Lux, Angela; Chang, Nien-Tzu; Ganokroj, Poranee; Akbulut, Mehmet; Alici, Gökhan; Bayram, Fahri; Can, Levent H.; Celik, Ahmet; Ceyhan, Ceyhun; Coskun, Fatma Y.; Demir, Mesut; Demircan, Sabri; Dogan, Volkan; Durakoglugil, Emre; Dural, Ibrahim E.; Gedikli, Omer; Hacioglu, Aysa; Ildizli, Muge; Kilic, Salih; Kirilmaz, Bahadir; Kutlu, Merih; Oguz, Aytekin; Ozdogan, Oner; Onrat, Ersel; Ozer, Savas; Sabuncu, Tevfik; Sahin, Tayfun; Sivri, Fatih; Sonmez, Alper; Temizhan, Ahmet; Topcu, Selim; Tuncez, Abdullah; Vural, Mirac; Yenercag, Mustafa; Yesilbursa, Dilek; Yigit, Zerrin; Yildirim, Aytul B.; Yildirir, Aylin; Yilmaz, Mehmet B.; Atallah, Bassam; Traina, Mahmoud; Sabbour, Hani; Hay, Dana A.; Luqman, Neama; Elfatih, Abubaker; Abdulrasheed, Arshad; Kwok, See; Oca, Nicolas D.; Reyes, Ximena; Alieva, Rano B.; Kurbanov, Ravshanbek D.; Hoshimov, Shavkat U.; Nizamov, Ulugbek I.; Ziyaeva, Adolat V.; Abdullaeva, Guzal J.; Do, Doan L.; Nguyen, Mai N.T.; Kim, Ngoc T.; Le, Thanh T.; Le, Hong A.; Tokgozoglu, Lale; Catapano, Alberico L.; Ray, Kausik K.Vallejo-Vaz, Antonio J.; Stevens, Christophe A. T.; Lyons, Alexander R. M.; Dharmayat, Kanika I.; Freiberger, Tomas; Hovingh, G. Kees; Mata, Pedro; Raal, Frederick J.; Santos, Raul D.; Soran, Handrean; Watts, Gerald F.; Abifadel, Marianne; Aguilar-Salinas, Carlos A.; Alhabib, Khalid F.; Alkhnifsawi, Mutaz; Almahmeed, Wael; Alnouri, Fahad; Alonso, Rodrigo; Al-Rasadi, Khalid; Al-Sarraf, Ahmad; Al-Sayed, Nasreen; Araujo, Francisco; Ashavaid, Tester F.; Banach, Maciej; Béliard, Sophie; Benn, Marianne; Binder, Christoph J.; Bogsrud, Martin P.; Bourbon, Mafalda; Chlebus, Krzysztof; Corral, Pablo; Davletov, Kairat; Descamps, Olivier S.; Durst, Ronen; Ezhov, Marat; Gaita, Dan; Genest, Jacques; Groselj, Urh; Harada-Shiba, Mariko; Holven, Kirsten B.; Kayikcioglu, Meral; Khovidhunkit, Weerapan; Lalic, Katarina; Latkovskis, Gustavs; Laufs, Ulrich; Liberopoulos, Evangelos; Lima-Martinez, Marcos M.; Lin, Jie; Maher, Vincent; Marais, A. David; März, Winfried; Mirrakhimov, Erkin; Miserez, André R.; Mitchenko, Olena; Nawawi, Hapizah; Nordestgaard, Børge G.; Panayiotou, Andrie G.; Paragh, György; Petrulioniene, Zaneta; Pojskic, Belma; Postadzhiyan, Arman; Raslova, Katarina; Reda, Ashraf; Reiner, Željko; Sadiq, Fouzia; Sadoh, Wilson Ehidiamen; Schunkert, Heribert; Shek, Aleksandr B.; Stoll, Mario; Stroes, Erik; Su, Ta-Chen; Subramaniam, Tavintharan; Susekov, Andrey V.; Tilney, Myra; Tomlinson, Brian; Truong, Thanh Huong; Tselepis, Alexandros D.; Tybjærg-Hansen, Anne; Vázquez Cárdenas, Alejandra; Viigimaa, Margus; Wang, Luya; Yamashita, Shizuya; Kastelein, John J. 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    Effects of pre-operative isolation on postoperative pulmonary complications after elective surgery: an international prospective cohort study

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    Guidelines for the use and interpretation of assays for monitoring autophagy (4th edition)

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    In 2008, we published the first set of guidelines for standardizing research in autophagy. Since then, this topic has received increasing attention, and many scientists have entered the field. Our knowledge base and relevant new technologies have also been expanding. Thus, it is important to formulate on a regular basis updated guidelines for monitoring autophagy in different organisms. Despite numerous reviews, there continues to be confusion regarding acceptable methods to evaluate autophagy, especially in multicellular eukaryotes. Here, we present a set of guidelines for investigators to select and interpret methods to examine autophagy and related processes, and for reviewers to provide realistic and reasonable critiques of reports that are focused on these processes. These guidelines are not meant to be a dogmatic set of rules, because the appropriateness of any assay largely depends on the question being asked and the system being used. Moreover, no individual assay is perfect for every situation, calling for the use of multiple techniques to properly monitor autophagy in each experimental setting. Finally, several core components of the autophagy machinery have been implicated in distinct autophagic processes (canonical and noncanonical autophagy), implying that genetic approaches to block autophagy should rely on targeting two or more autophagy-related genes that ideally participate in distinct steps of the pathway. Along similar lines, because multiple proteins involved in autophagy also regulate other cellular pathways including apoptosis, not all of them can be used as a specific marker for bona fide autophagic responses. Here, we critically discuss current methods of assessing autophagy and the information they can, or cannot, provide. Our ultimate goal is to encourage intellectual and technical innovation in the field

    Large expert-curated database for benchmarking document similarity detection in biomedical literature search

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    Large expert-curated database for benchmarking document similarity detection in biomedical literature search

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    Document recommendation systems for locating relevant literature have mostly relied on methods developed a decade ago. This is largely due to the lack of a large offline gold-standard benchmark of relevant documents that cover a variety of research fields such that newly developed literature search techniques can be compared, improved and translated into practice. To overcome this bottleneck, we have established the RElevant LIterature SearcH consortium consisting of more than 1500 scientists from 84 countries, who have collectively annotated the relevance of over 180 000 PubMed-listed articles with regard to their respective seed (input) article/s. The majority of annotations were contributed by highly experienced, original authors of the seed articles. The collected data cover 76% of all unique PubMed Medical Subject Headings descriptors. No systematic biases were observed across different experience levels, research fields or time spent on annotations. More importantly, annotations of the same document pairs contributed by different scientists were highly concordant. We further show that the three representative baseline methods used to generate recommended articles for evaluation (Okapi Best Matching 25, Term Frequency-Inverse Document Frequency and PubMed Related Articles) had similar overall performances. Additionally, we found that these methods each tend to produce distinct collections of recommended articles, suggesting that a hybrid method may be required to completely capture all relevant articles. The established database server located at https://relishdb.ict.griffith.edu.au is freely available for the downloading of annotation data and the blind testing of new methods. We expect that this benchmark will be useful for stimulating the development of new powerful techniques for title and title/abstract-based search engines for relevant articles in biomedical science. © The Author(s) 2019. Published by Oxford University Press
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