15 research outputs found
Whole-genome sequencing reveals host factors underlying critical COVID-19
- Author
- Abd Elghafar M. S.
- Abdel-Aziz M.
- Abdelrazik M.
- Abdollahi H.
- Abdullah T.
- Abecasis G. R.
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- Wakefield P.
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- Waldron J.
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- Woodford C.
- Woodruff M.
- Woods L.
- Woodyatt W.
- Woolley A. E.
- Worner R.
- Worsley L.
- Wray G.
- Wren L.
- Wright D.
- Wright J.
- Wright M.
- Wrobel N.
- Wu Y.
- Wulandari R.
- Wyllie D. H.
- Wynter I.
- Xavier K.
- Xue X.
- Yadav A.
- Yang J.
- Yassen A. M.
- Yates B.
- Ye C.
- Yun N.
- Zainy T.
- Zak A.
- Zaki A.
- Zamikula J.
- Zanella I.
- Zborowski A. C.
- Zeberg H.
- Zechner M.
- Zguro K.
- Zhang M.
- Zhao J. H.
- Zheng C.
- Zhou W.
- Zitter L.
- Zlatopolsky M.
- Zollner S.
- Zongo O.
- Zucchi P.
- Zyndorf M.
- Publication venue
- 'Springer Science and Business Media LLC'
- Publication date
- 01/01/2022
- Field of study
Get PDFCritical COVID-19 is caused by immune-mediated inflammatory lung injury. Host genetic variation influences the development of illness requiring critical care1 or hospitalization2–4 after infection with SARS-CoV-2. The GenOMICC (Genetics of Mortality in Critical Care) study enables the comparison of genomes from individuals who are critically ill with those of population controls to find underlying disease mechanisms. Here we use whole-genome sequencing in 7,491 critically ill individuals compared with 48,400 controls to discover and replicate 23 independent variants that significantly predispose to critical COVID-19. We identify 16 new independent associations, including variants within genes that are involved in interferon signalling (IL10RB and PLSCR1), leucocyte differentiation (BCL11A) and blood-type antigen secretor status (FUT2). Using transcriptome-wide association and colocalization to infer the effect of gene expression on disease severity, we find evidence that implicates multiple genes—including reduced expression of a membrane flippase (ATP11A), and increased expression of a mucin (MUC1)—in critical disease. Mendelian randomization provides evidence in support of causal roles for myeloid cell adhesion molecules (SELE, ICAM5 and CD209) and the coagulation factor F8, all of which are potentially druggable targets. Our results are broadly consistent with a multi-component model of COVID-19 pathophysiology, in which at least two distinct mechanisms can predispose to life-threatening disease: failure to control viral replication; or an enhanced tendency towards pulmonary inflammation and intravascular coagulation. We show that comparison between cases of critical illness and population controls is highly efficient for the detection of therapeutically relevant mechanisms of disease
Genetic mechanisms of critical illness in COVID-19.
- Author
- A A Roger Thompson
- A Abraheem
- A Agasou
- A Ahmed
- A Ali
- A Allan
- A Altabaibeh
- A Alvaro
- A Aspinwall
- A Ayers
- A Bamford
- A Barron
- A Bashyal
- A Bellini
- A Bociek
- A Botello
- A Bowes
- A Brady
- A Brayne
- A Brown
- A Brown
- A Butler
- A Campbell
- A Carter
- A Collins
- A Cowley
- A Cowton
- A Cowton
- A Cox
- A Crew
- A Dance
- A Daniel
- A Daniels
- A Dela Rosa
- A Drummond
- A Durie
- A E Heron
- A Easthope
- A Easthope
- A Evans
- A Fofano
- A Gales
- A Ganesan
- A Gardner
- A Garg
- A Gherman
- A Gordon
- A Gratrix
- A Gulati
- A Gupta
- A Haigh
- A Haldeos
- A Harrison
- A Harvey
- A Hayes
- A Higham
- A Higham
- A Hilldrith
- A Holden
- A Hormis
- A Hutcheon
- A Javaid
- A Joseph
- A Kaliappan
- A Katary
- A Kay
- A Kayani
- A Kent
- A Kirkby
- A Knight
- A Kubisz-Pudelko
- A Kuravi
- A Lewis
- A Loveridge
- A Lyle
- A Mayer
- A McAlpine
- A McCarthy
- A McGregor
- A McGregor
- A Meikle
- A Mitchell
- A Mitra
- A Morris
- A Morrison
- A Naranjo
- A Nicholson
- A Nicholson
- A Nilsson
- A Noakes
- A Patel
- A Pickard
- A Poole
- A Price
- A Puxty
- A Quinn
- A Quinn
- A Raithatha
- A Rattray
- A Reddy
- A Reed
- A Reyes
- A Rose
- A Rose
- A Rostron
- A Roy
- A Roynon-Reed
- A S Raj
- A Salberg
- A Sanderson
- A Serrano-Ruiz
- A Solesbury
- A Sukha
- A Swain
- A Tariq
- A Thomas
- A Thomas
- A Todd
- A Tomas
- A Tridente
- A Tucci
- A Turnbull
- A Uriel
- A Ustianowski
- A Vochin
- A Vuylsteke
- A Waite
- A Walden
- A Whileman
- A Wilkinson
- A Williams
- A Williams
- A Wilson
- A Zak
- A Zaki
- Achille Iolascon
- Adam Auton
- Adam Brown
- Agnese Verzuri
- Agostino Ognibene
- Agostino Riva
- Ailsa Golightly
- Alan Maclean
- Alessandra
- Alessandra Stella
- Alessandra Vergori
- Alessia Giorli
- Alexander J Mentzer
- Alice Donati
- Alison M Meynert
- Alistair Nichol
- Ana da Silva Filipe
- Andrea Antinori
- Andrea Cossarizza
- Andrea Ganna
- Andrea Tommasi
- Andrew Rambaut
- Andrew Stenhouse
- Andy Law
- Anjali J Shastri
- Anna Canaccini
- Anna Maria Pinto
- Annarita Giliberti
- Annemarie B Docherty
- Antonella D'Arminio Monforte
- Antonia Ying Wai Ho
- Antonio Di Biagio
- Antony Symons
- Arianna Emiliozzi
- Arianna Gabrieli
- Audrey Coutts
- B Anwar
- B Attwood
- B Baines
- B Blackledge
- B Borislavova
- B Chandler
- B Charles
- B Creagh-Brown
- B David
- B Deacon
- B Deacon
- B Digby
- B Faulkner
- B Fuller
- B Gumbrill
- B Gurung
- B Hadebe
- B Hairsine
- B Hopkins
- B Johnston
- B Lenagh
- B Masunda
- B Ogg
- B Patel
- B Player
- B Purewal
- B Scholefield
- B Shelley
- B Sloan
- B Thomas
- B Wadams
- B Welsh
- B Wilkinson
- B Winter-Goodwin
- B Yates
- Baillie J Kenneth
- Barbara Rossetti
- Beale Rupert
- Beatrice Alex
- Benjamin Bach
- Bretherick Andrew D
- Bruno Frediani
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- C Dennis
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- C Stuart
- C Summers
- C Swan
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- C Wrey Brown
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- Carmen Marciano
- Caroline Abernathy
- Carrol Gamble
- Caterina Lo Rizzo
- Catherine A Shaw
- Catherine H Weldon
- Caulfield Mark
- Ceilia Boz
- Cesira Nencioni
- Chelsea Ye
- Chiara Fallerini
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- Chiara Spertilli
- Chloe Donohue
- Chris Ponting
- Christoper A Green
- Cinthia E Jannes
- Clare Jackson
- Clohisey Sara
- Cristina Mussini
- D Antcliffe
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- D Martin
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- D Tetla
- D Thornton
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- D Vedage
- D Walker
- D Warren
- D Williams
- D Wood
- D Wright
- Daniela Francisci
- Daniella Coker
- Danilo Tacconi
- David A van Heel
- David Bennet
- David L Robertson
- David Stuart
- Dawn Law
- Debby Bogaert
- Derek Murphy
- Domenico A Coviello
- E Abaleke
- E Allan
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- E Andrews
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- E B Jude
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- E Beranova
- E Bevan
- E Black
- E Brinkworth
- E Collins
- E Combes
- E Davies
- E Dobson
- E Dooks
- E Fisher
- E Gendall
- E Goff
- E Goodwin
- E Gordon
- E Heeney
- E Horsley
- E Hughes
- E Johnson
- E Knights
- E Lee
- E London
- E Maccacari
- E Massey
- E McKenna
- E Meadows
- E Moncur
- E Morino
- E Mwaura
- E Peasgood
- E Perkins
- E Radford
- E Raith
- E Raith
- E Salciute
- E Smith
- E Smithson
- E Stoddard
- E Stones
- E Thomas
- E Tilney
- E Timlick
- E Treus Gude
- E Virgilio
- E Watson
- E Wilby
- Edoardo Conticini
- Egle Saviciute
- Elena Bargagli
- Elena Desanctis
- Elisa Benetti
- Elisa Frullanti
- Elisabetta Menatti
- Elisabetta Schiaroli
- Ellie Mcmaster
- Emma C Thomson
- Emmanuelle Marques
- Enrico Martinelli
- Esther Duncan
- Esther Merlini
- Ewen M Harrison
- F Anderson
- F Auld
- F Bibi
- F Davies
- F Farquhar
- F Fisher
- F Hurford
- F Kibutu
- F McNeela
- F Moore
- F Nasir
- F Trim
- F Wakinshaw
- F Williams
- Fabio Lena
- Fawkes Angie
- Federico Anedda
- Federico Franchi
- Ferdinando Giannattasio
- Filip Taneski
- Filippo Aucella
- Filippo Biscarini
- Floriana Valentino
- Fourman Max Head
- Francesca Andretta
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- Furniss James
- G Andrew
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- G Bell
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- G Sera Howe
- G Sloane
- G Subramanian
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- G Turner
- G Watson
- G Wray
- Gabriella Coiro
- Gabriella Doddato
- Gail Carson
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- Gary Leeming
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- Giancarlo Bosio
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- Graham S Cooke
- Griffiths Fiona
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- H Reschreiter
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- H Sainsbury
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- H Tench
- H Tiveran
- H Turner
- H Whittle
- H Willis
- H Wood
- Haley Chris
- Hanning Mal
- Harrison David
- Hayley Hardwick
- Hayward Caroline
- Helen Szoor-McElhinney
- Hinds Charles
- Ho Antonia
- Horby Peter
- I Ali Mohamed Ali
- I Balagosa
- I Birkinshaw
- I Burn
- I Chadbourn
- I D Clement
- I Edmond
- I Frost
- I Hass
- I Hussain
- I Lancoma-Malcolm
- I Leadbitter
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- I Otahal
- I Turner-Bone
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- I White
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- Ilaria Meloni
- Immacolata Andolfo
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- J Allan
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- J Biddle
- J Birch
- J Birch
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- J Brown
- J Bryant
- J Butler
- J Camsooksai
- J Carter
- J Caterson
- J Cebrian Suarez
- J Cockerill-Taylor
- J Cole
- J Colley
- J Cooper
- J Cupitt
- J Cuttler
- J Daglish
- J Dasgin
- J Dawson
- J Dearden
- J Deery
- J Donnachie
- J Dykes
- J Easton
- J Egan
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- J Finn
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- J Gregory
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- J Jones
- J Jones
- J K Baillie
- J Kassam
- J Kenneth Baillie
- J Kenneth Baillie
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- McAuley Danny
- Meera Chand
- Meynert Alison
- Michelle Girvan
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- Trevor Paterson
- Tullio Trotta
- Turtle Lance
- U Poultney
- V Amin
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- V Thomas
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- V Waugh
- Valentina Anemoli
- Vanessa Sancho-Shimizu
- Victoria Shaw
- Vitart Veronique
- W Harrison
- W Khaliq
- W Khaliq
- W McCormick
- W Woodyatt
- Walker Susan
- Walsh Timothy
- Wang Bo
- Wei Shen Lim
- Wendy S Barclay
- William A Paxton
- William Greenhalf
- Wilson James F
- Wrobel Nicola
- Wu Yang
- X Qiu
- Y Baird
- Y Choudhury
- Y Hussain
- Y Jackson
- Y Thirlwall
- Yang Jian
- Yang Zhijian
- Z Alldis
- Z Belagodu
- Z Bradshaw
- Z Coton
- Z Daly
- Z Farzad
- Z Fernandez
- Z Garland
- Z Maqsood
- Z Omar
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- Z Scott
- Zechner Marie
- Zhai Ranran
- Zheng Chenqing
- Publication venue
- Nature
- Publication date
- 01/01/2020
- Field of study
Get PDFHost-mediated lung inflammation is present1, and drives mortality2, in the critical illness caused by coronavirus disease 2019 (COVID-19). Host genetic variants associated with critical illness may identify mechanistic targets for therapeutic development3. Here we report the results of the GenOMICC (Genetics Of Mortality In Critical Care) genome-wide association study in 2,244 critically ill patients with COVID-19 from 208 UK intensive care units. We have identified and replicated the following new genome-wide significant associations: on chromosome 12q24.13 (rs10735079, P = 1.65 × 10-8) in a gene cluster that encodes antiviral restriction enzyme activators (OAS1, OAS2 and OAS3); on chromosome 19p13.2 (rs74956615, P = 2.3 × 10-8) near the gene that encodes tyrosine kinase 2 (TYK2); on chromosome 19p13.3 (rs2109069, P = 3.98 × 10-12) within the gene that encodes dipeptidyl peptidase 9 (DPP9); and on chromosome 21q22.1 (rs2236757, P = 4.99 × 10-8) in the interferon receptor gene IFNAR2. We identified potential targets for repurposing of licensed medications: using Mendelian randomization, we found evidence that low expression of IFNAR2, or high expression of TYK2, are associated with life-threatening disease; and transcriptome-wide association in lung tissue revealed that high expression of the monocyte-macrophage chemotactic receptor CCR2 is associated with severe COVID-19. Our results identify robust genetic signals relating to key host antiviral defence mechanisms and mediators of inflammatory organ damage in COVID-19. Both mechanisms may be amenable to targeted treatment with existing drugs. However, large-scale randomized clinical trials will be essential before any change to clinical practice
Impact of primary kidney disease on the effects of empagliflozin in patients with chronic kidney disease: secondary analyses of the EMPA-KIDNEY trial
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- Abd Rahman R.
- Abdul Cader R.
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- Publication venue
- Publication date
- 01/01/2024
- Field of study
Get PDFBackground: The EMPA KIDNEY trial showed that empagliflozin reduced the risk of the primary composite outcome of kidney disease progression or cardiovascular death in patients with chronic kidney disease mainly through slowing progression. We aimed to assess how effects of empagliflozin might differ by primary kidney disease across its broad population. Methods: EMPA-KIDNEY, a randomised, controlled, phase 3 trial, was conducted at 241 centres in eight countries (Canada, China, Germany, Italy, Japan, Malaysia, the UK, and the USA). Patients were eligible if their estimated glomerular filtration rate (eGFR) was 20 to less than 45 mL/min per 1·73 m2, or 45 to less than 90 mL/min per 1·73 m2 with a urinary albumin-to-creatinine ratio (uACR) of 200 mg/g or higher at screening. They were randomly assigned (1:1) to 10 mg oral empagliflozin once daily or matching placebo. Effects on kidney disease progression (defined as a sustained ≥40% eGFR decline from randomisation, end-stage kidney disease, a sustained eGFR below 10 mL/min per 1·73 m2, or death from kidney failure) were assessed using prespecified Cox models, and eGFR slope analyses used shared parameter models. Subgroup comparisons were performed by including relevant interaction terms in models. EMPA-KIDNEY is registered with ClinicalTrials.gov, NCT03594110. Findings: Between May 15, 2019, and April 16, 2021, 6609 participants were randomly assigned and followed up for a median of 2·0 years (IQR 1·5–2·4). Prespecified subgroupings by primary kidney disease included 2057 (31·1%) participants with diabetic kidney disease, 1669 (25·3%) with glomerular disease, 1445 (21·9%) with hypertensive or renovascular disease, and 1438 (21·8%) with other or unknown causes. Kidney disease progression occurred in 384 (11·6%) of 3304 patients in the empagliflozin group and 504 (15·2%) of 3305 patients in the placebo group (hazard ratio 0·71 [95% CI 0·62–0·81]), with no evidence that the relative effect size varied significantly by primary kidney disease (pheterogeneity=0·62). The between-group difference in chronic eGFR slopes (ie, from 2 months to final follow-up) was 1·37 mL/min per 1·73 m2 per year (95% CI 1·16–1·59), representing a 50% (42–58) reduction in the rate of chronic eGFR decline. This relative effect of empagliflozin on chronic eGFR slope was similar in analyses by different primary kidney diseases, including in explorations by type of glomerular disease and diabetes (p values for heterogeneity all >0·1). Interpretation: In a broad range of patients with chronic kidney disease at risk of progression, including a wide range of non-diabetic causes of chronic kidney disease, empagliflozin reduced risk of kidney disease progression. Relative effect sizes were broadly similar irrespective of the cause of primary kidney disease, suggesting that SGLT2 inhibitors should be part of a standard of care to minimise risk of kidney failure in chronic kidney disease. Funding: Boehringer Ingelheim, Eli Lilly, and UK Medical Research Council
Whole-genome sequencing reveals host factors underlying critical COVID-19
- Author
- Abd Elghafar M.S.
- Abdel-Aziz M.
- Abdelrazik M.
- Abdollahi H.
- Abdullah T.
- Abecasis G.R.
- Abecasis G.R.
- Abedalthagafi M.
- Abel L.
- Abernathy C.
- Abraheem A.
- Abul-Husn N.S.
- Acquilini D.
- Adams C.
- Adams E.L.
- Adams K.
- Adamsara A.
- Adanini O.
- Adeleye O.
- Adra D.
- Afilalo J.
- Afilalo M.
- Afolabi D.
- Afrasiabi Z.
- Agasou A.
- Agrawal S.
- Agüero D.
- Ahmad N.
- Ahmadi S.
- Ahmed A.
- Ahmed C.
- Akeroyd L.
- Akhtar M.N.
- Akinkugbe O.
- Aksentijevich A.
- Al Harthi F.
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- Wyllie D.H.
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- Yates B.
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- Zainy T.
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- Zheng C.
- Zhou W.
- Zitter L.
- Zlatopolsky M.
- Zongo O.
- Zucchi P.
- Zyndorf M.
- Zöllner S.
- Åsvold B.O.
- Publication venue
- Springer Science and Business Media LLC
- Publication date
- 07/07/2022
- Field of study
Get PDFCritical COVID-19 is caused by immune-mediated inflammatory lung injury. Host genetic variation influences the development of illness requiring critical care1 or hospitalization2,3,4 after infection with SARS-CoV-2. The GenOMICC (Genetics of Mortality in Critical Care) study enables the comparison of genomes from individuals who are critically ill with those of population controls to find underlying disease mechanisms. Here we use whole-genome sequencing in 7,491 critically ill individuals compared with 48,400 controls to discover and replicate 23 independent variants that significantly predispose to critical COVID-19. We identify 16 new independent associations, including variants within genes that are involved in interferon signalling (IL10RB and PLSCR1), leucocyte differentiation (BCL11A) and blood-type antigen secretor status (FUT2). Using transcriptome-wide association and colocalization to infer the effect of gene expression on disease severity, we find evidence that implicates multiple genes—including reduced expression of a membrane flippase (ATP11A), and increased expression of a mucin (MUC1)—in critical disease. Mendelian randomization provides evidence in support of causal roles for myeloid cell adhesion molecules (SELE, ICAM5 and CD209) and the coagulation factor F8, all of which are potentially druggable targets. Our results are broadly consistent with a multi-component model of COVID-19 pathophysiology, in which at least two distinct mechanisms can predispose to life-threatening disease: failure to control viral replication; or an enhanced tendency towards pulmonary inflammation and intravascular coagulation. We show that comparison between cases of critical illness and population controls is highly efficient for the detection of therapeutically relevant mechanisms of disease
Thigh-length compression stockings and DVT after stroke
- Author
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- Publication venue
- 'Elsevier BV'
- Publication date
- 01/07/1994
- Field of study
Get PDFControversy exists as to whether neoadjuvant chemotherapy improves survival in patients with invasive bladder cancer, despite randomised controlled trials of more than 3000 patients. We undertook a systematic review and meta-analysis to assess the effect of such treatment on survival in patients with this disease
Common, low-frequency, rare, and ultra-rare coding variants contribute to COVID-19 severity
- Author
- Abaleke E.
- Abedalthagafi M.
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- Publication venue
- country:DEU
- Publication date
- 01/01/2021
- Field of study
Get PDFMapping the human genetic architecture of COVID-19
- Author
- Abdelrazik M.
- Abdullah T.
- Abe R.
- Abe S.
- Abecasis G. R.
- Abel L.
- Abernathy C.
- Abraheem A.
- Abul-Husn N. S.
- Acosta-Herrera M.
- Acquilini D.
- Adachi T.
- Adachi Y.
- Adams C.
- Adams K.
- Adanini O.
- Adeleye O.
- Adeniji K.
- Adra D.
- Afifi N.
- Afilalo J.
- Afilalo M.
- Afolabi D.
- Afrasiabi Z.
- Afset J. E.
- Agasou A.
- Aghemo A.
- Agranoff D.
- Agrawal S.
- Aguirre L. A.
- Agwuh K.
- Ahmad H. F.
- Ahmad N.
- Ahmed A.
- Ahmed C.
- Ahmed K. A.
- Ai M.
- Ail D.
- Akeroyd L.
- Akhtar M. N.
- Akhtar S.
- Akinkugbe O.
- Aksentijevich A.
- Al Thani A.
- Al-Muftah W.
- Al-Sarraj Y.
- Alarcon C.
- Alarcon-Riquelme M. E.
- Alasdair F.
- Alaverdian D.
- Alavere H.
- Albertos R.
- Albillos A.
- Albrecht W.
- Albrich W.
- Albrich W. C.
- Aldera E. L.
- Aldridge J.
- Alegria A.
- Alex B.
- Alexander P.
- Alfonso J.
- Algera A. G.
- Ali A.
- Ali I. A. M.
- Ali S.
- Aliberti S.
- Allan A.
- Allan E.
- Allan J.
- Alldis Z.
- Allen L.
- Allen S.
- Allibone S.
- Allison K. S.
- Allos R.
- Ally S. M.
- Almaden-Boyle C.
- Altabaibeh A.
- Altmuller J.
- Alvaro A.
- Amar D.
- Amin V.
- Amitrano S.
- Amiya S.
- Ampuero J.
- Anan R.
- Anania S.
- Anastasescu E.
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- Andrade V.
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- Andrikopoulos P.
- Anedda F.
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- Ann Belli M.
- Annis A.
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- Anumakonda V.
- Anwar M.
- Anzai T.
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- Publication date
- 01/01/2021
- Field of study
Get PDFThe genetic make-up of an individual contributes to the susceptibility and response to viral infection. Although environmental, clinical and social factors have a role in the chance of exposure to SARS-CoV-2 and the severity of COVID-191,2, host genetics may also be important. Identifying host-specific genetic factors may reveal biological mechanisms of therapeutic relevance and clarify causal relationships of modifiable environmental risk factors for SARS-CoV-2 infection and outcomes. We formed a global network of researchers to investigate the role of human genetics in SARS-CoV-2 infection and COVID-19 severity. Here we describe the results of three genome-wide association meta-analyses that consist of up to 49,562 patients with COVID-19 from 46 studies across 19 countries. We report 13 genome-wide significant loci that are associated with SARS-CoV-2 infection or severe manifestations of COVID-19. Several of these loci correspond to previously documented associations to lung or autoimmune and inflammatory diseases3–7. They also represent potentially actionable mechanisms in response to infection. Mendelian randomization analyses support a causal role for smoking and body-mass index for severe COVID-19 although not for type II diabetes. The identification of novel host genetic factors associated with COVID-19 was made possible by the community of human genetics researchers coming together to prioritize the sharing of data, results, resources and analytical frameworks. This working model of international collaboration underscores what is possible for future genetic discoveries in emerging pandemics, or indeed for any complex human disease
Common, low-frequency, rare, and ultra-rare coding variants contribute to COVID-19 severity
- Author
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- Publication venue
- 'Springer Science and Business Media LLC'
- Publication date
- 01/01/2022
- Field of study
No full textThe combined impact of common and rare exonic variants in COVID-19 host genetics is currently insufficiently understood. Here, common and rare variants from whole-exome sequencing data of about 4000 SARS-CoV-2-positive individuals were used to define an interpretable machine-learning model for predicting COVID-19 severity. First, variants were converted into separate sets of Boolean features, depending on the absence or the presence of variants in each gene. An ensemble of LASSO logistic regression models was used to identify the most informative Boolean features with respect to the genetic bases of severity. The Boolean features selected by these logistic models were combined into an Integrated PolyGenic Score that offers a synthetic and interpretable index for describing the contribution of host genetics in COVID-19 severity, as demonstrated through testing in several independent cohorts. Selected features belong to ultra-rare, rare, low-frequency, and common variants, including those in linkage disequilibrium with known GWAS loci. Noteworthily, around one quarter of the selected genes are sex-specific. Pathway analysis of the selected genes associated with COVID-19 severity reflected the multi-organ nature of the disease. The proposed model might provide useful information for developing diagnostics and therapeutics, while also being able to guide bedside disease management
Mapping the human genetic architecture of COVID-19
- Author
- Abdelrazik M
- Abdullah T
- Abe R
- Abe S
- Abecasis GR
- Abel L
- Abernathy C
- Abraheem A
- Abul-Husn NS
- Acosta-Herrera M
- Acquilini D
- Acquilini D
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- Afrasiabi Z
- Afset JE
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- Zwinderman AHK
- Zyndorf M
- Publication venue
- Publication date
- 01/01/2021
- Field of study
Get PDFThe genetic make-up of an individual contributes to the susceptibility and response to viral infection. Although environmental, clinical and social factors have a role in the chance of exposure to SARS-CoV-2 and the severity of COVID-191,2, host genetics may also be important. Identifying host-specific genetic factors may reveal biological mechanisms of therapeutic relevance and clarify causal relationships of modifiable environmental risk factors for SARS-CoV-2 infection and outcomes. We formed a global network of researchers to investigate the role of human genetics in SARS-CoV-2 infection and COVID-19 severity. Here we describe the results of three genome-wide association meta-analyses that consist of up to 49,562 patients with COVID-19 from 46 studies across 19 countries. We report 13 genome-wide significant loci that are associated with SARS-CoV-2 infection or severe manifestations of COVID-19. Several of these loci correspond to previously documented associations to lung or autoimmune and inflammatory diseases3,4,5,6,7. They also represent potentially actionable mechanisms in response to infection. Mendelian randomization analyses support a causal role for smoking and body-mass index for severe COVID-19 although not for type II diabetes. The identification of novel host genetic factors associated with COVID-19 was made possible by the community of human genetics researchers coming together to prioritize the sharing of data, results, resources and analytical frameworks. This working model of international collaboration underscores what is possible for future genetic discoveries in emerging pandemics, or indeed for any complex human disease
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GWAS and meta-analysis identifies 49 genetic variants underlying critical COVID-19
- Author
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- Íñiguez M
- Publication venue
- Springer Nature
- Publication date
- 17/05/2023
- Field of study
Get PDFData availability: Downloadable summary data are available through the GenOMICC data site (https://genomicc.org/data). Summary statistics are available, but without the 23andMe summary statistics, except for the 10,000 most significant hits, for which full summary statistics are available. The full GWAS summary statistics for the 23andMe discovery dataset will be made available through 23andMe to qualified researchers under an agreement with 23andMe that protects the privacy of the 23andMe participants. For further information and to apply for access to the data, see the 23andMe website (https://research.23andMe.com/dataset-access/). All individual-level genotype and whole-genome sequencing data (for both academic and commercial uses) can be accessed through the UKRI/HDR UK Outbreak Data Analysis Platform (https://odap.ac.uk). A restricted dataset for a subset of GenOMICC participants is also available through the Genomics England data service. Monocyte RNA-seq data are available under the title ‘Monocyte gene expression data’ within the Oxford University Research Archives (https://doi.org/10.5287/ora-ko7q2nq66). Sequencing data will be made freely available to organizations and researchers to conduct research in accordance with the UK Policy Framework for Health and Social Care Research through a data access agreement. Sequencing data have been deposited at the European Genome–Phenome Archive (EGA), which is hosted by the EBI and the CRG, under accession number EGAS00001007111.Extended data figures and tables are available online at https://www.nature.com/articles/s41586-023-06034-3#Sec21 .Supplementary information is available online at https://www.nature.com/articles/s41586-023-06034-3#Sec22 .Code availability:
Code to calculate the imputation of P values on the basis of SNPs in linkage disequilibrium is available at GitHub (https://github.com/baillielab/GenOMICC_GWAS).Acknowledgements: We thank the members of the Banco Nacional de ADN and the GRA@CE cohort group; and the research participants and employees of 23andMe for making this work possible. A full list of contributors who have provided data that were collated in the HGI project, including previous iterations, is available online (https://www.covid19hg.org/acknowledgements).Change history: 11 July 2023: A Correction to this paper has been published at: https://doi.org/10.1038/s41586-023-06383-z. -- In the version of this article initially published, the name of Ana Margarita Baldión-Elorza, of the SCOURGE Consortium, appeared incorrectly (as Ana María Baldion) and has now been amended in the HTML and PDF versions of the article.Copyright © The Author(s) 2023, Critical illness in COVID-19 is an extreme and clinically homogeneous disease phenotype that we have previously shown1 to be highly efficient for discovery of genetic associations2. Despite the advanced stage of illness at presentation, we have shown that host genetics in patients who are critically ill with COVID-19 can identify immunomodulatory therapies with strong beneficial effects in this group3. Here we analyse 24,202 cases of COVID-19 with critical illness comprising a combination of microarray genotype and whole-genome sequencing data from cases of critical illness in the international GenOMICC (11,440 cases) study, combined with other studies recruiting hospitalized patients with a strong focus on severe and critical disease: ISARIC4C (676 cases) and the SCOURGE consortium (5,934 cases). To put these results in the context of existing work, we conduct a meta-analysis of the new GenOMICC genome-wide association study (GWAS) results with previously published data. We find 49 genome-wide significant associations, of which 16 have not been reported previously. To investigate the therapeutic implications of these findings, we infer the structural consequences of protein-coding variants, and combine our GWAS results with gene expression data using a monocyte transcriptome-wide association study (TWAS) model, as well as gene and protein expression using Mendelian randomization. We identify potentially druggable targets in multiple systems, including inflammatory signalling (JAK1), monocyte–macrophage activation and endothelial permeability (PDE4A), immunometabolism (SLC2A5 and AK5), and host factors required for viral entry and replication (TMPRSS2 and RAB2A).GenOMICC was funded by Sepsis Research (the Fiona Elizabeth Agnew Trust), the Intensive Care Society, a Wellcome Trust Senior Research Fellowship (to J.K.B., 223164/Z/21/Z), the Department of Health and Social Care (DHSC), Illumina, LifeArc, the Medical Research Council, UKRI, a BBSRC Institute Program Support Grant to the Roslin Institute (BBS/E/D/20002172, BBS/E/D/10002070 and BBS/E/D/30002275) and UKRI grants MC_PC_20004, MC_PC_19025, MC_PC_1905 and MRNO2995X/1. A.D.B. acknowledges funding from the Wellcome PhD training fellowship for clinicians (204979/Z/16/Z), the Edinburgh Clinical Academic Track (ECAT) programme. This research is supported in part by the Data and Connectivity National Core Study, led by Health Data Research UK in partnership with the Office for National Statistics and funded by UK Research and Innovation (grant MC_PC_20029). Laboratory work was funded by a Wellcome Intermediate Clinical Fellowship to B.F. (201488/Z/16/Z). We acknowledge the staff at NHS Digital, Public Health England and the Intensive Care National Audit and Research Centre who provided clinical data on the participants; and the National Institute for Healthcare Research Clinical Research Network (NIHR CRN) and the Chief Scientist’s Office (Scotland), who facilitate recruitment into research studies in NHS hospitals, and to the global ISARIC and InFACT consortia. GenOMICC genotype controls were obtained using UK Biobank Resource under project 788 funded by Roslin Institute Strategic Programme Grants from the BBSRC (BBS/E/D/10002070 and BBS/E/D/30002275) and Health Data Research UK (HDR-9004 and HDR-9003). UK Biobank data were used in the GSMR analyses presented here under project 66982. The UK Biobank was established by the Wellcome Trust medical charity, Medical Research Council, Department of Health, Scottish Government and the Northwest Regional Development Agency. It has also had funding from the Welsh Assembly Government, British Heart Foundation and Diabetes UK. The work of L.K. was supported by an RCUK Innovation Fellowship from the National Productivity Investment Fund (MR/R026408/1). J.Y. is supported by the Westlake Education Foundation. SCOURGE is funded by the Instituto de Salud Carlos III (COV20_00622 to A.C., PI20/00876 to C.F.), European Union (ERDF) ‘A way of making Europe’, Fundación Amancio Ortega, Banco de Santander (to A.C.), Cabildo Insular de Tenerife (CGIEU0000219140 ‘Apuestas científicas del ITER para colaborar en la lucha contra la COVID-19’ to C.F.) and Fundación Canaria Instituto de Investigación Sanitaria de Canarias (PIFIISC20/57 to C.F.). We also acknowledge the contribution of the Centro National de Genotipado (CEGEN) and Centro de Supercomputación de Galicia (CESGA) for funding this project by providing supercomputing infrastructures. A.D.L. is a recipient of fellowships from the National Council for Scientific and Technological Development (CNPq)-Brazil (309173/2019-1 and 201527/2020-0)
