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Changes in in-hospital mortality in the first wave of COVID-19: a multicentre prospective observational cohort study using the WHO Clinical Characterisation Protocol UK

Docherty, Annemarie B; Mulholland, Rachel H; Lone, Nazir I; Cheyne, Christopher P; De Angelis, Daniela; Diaz-Ordaz, Karla; Donegan, Cara; Drake, Thomas M; Dunning, Jake; Funk, Sebastian; García-Fiñana, Marta; Girvan, Michelle; Hardwick, Hayley E; Harrison, Janet; Ho, Antonia; Hughes, David M; Keogh, Ruth H; Kirwan, Peter D; Leeming, Gary; Nguyen Van-Tam, Jonathan S; Pius, Riinu; Russell, Clark D; Spencer, Rebecca G; Tom, Brian DM; Turtle, Lance; Openshaw, Peter JM; Baillie, J Kenneth; Harrison, Ewen M; Semple, Malcolm G; Baillie, J Kenneth; Semple, Malcolm G; Openshaw, Peter JM; Carson, Gail; Alex, Beatrice; Bach, Benjamin; Barclay, Wendy S; Bogaert, Debby; Chand, Meera; Cooke, Graham S; Docherty, Annemarie B; Dunning, Jake; da Silva Filipe, Ana; Fletcher, Tom; Green, Christopher A; Harrison, Ewen M; Hiscox, Julian A; Ho, Antonia YW; Horby, Peter W; Ijaz, Samreen; Khoo, Say; Klenerman, Paul; Law, Andrew; Lim, Wei Shen; Mentzer, Alexander J; Merson, Laura; Meynert, Alison M; Noursadeghi...

Changes in in-hospital mortality in the first wave of COVID-19: a multicentre prospective observational cohort study using the WHO Clinical Characterisation Protocol UK Thumbnail


Authors

Annemarie B Docherty

Rachel H Mulholland

Nazir I Lone

Christopher P Cheyne

Daniela De Angelis

Karla Diaz-Ordaz

Cara Donegan

Thomas M Drake

Jake Dunning

Sebastian Funk

Marta García-Fiñana

Michelle Girvan

Hayley E Hardwick

Janet Harrison

Antonia Ho

David M Hughes

Ruth H Keogh

Peter D Kirwan

Gary Leeming

Riinu Pius

Clark D Russell

Rebecca G Spencer

Brian DM Tom

Lance Turtle

Peter JM Openshaw

J Kenneth Baillie

Ewen M Harrison

Malcolm G Semple

J Kenneth Baillie

Malcolm G Semple

Peter JM Openshaw

Gail Carson

Beatrice Alex

Benjamin Bach

Wendy S Barclay

Debby Bogaert

Meera Chand

Graham S Cooke

Annemarie B Docherty

Jake Dunning

Ana da Silva Filipe

Tom Fletcher

Christopher A Green

Ewen M Harrison

Julian A Hiscox

Antonia YW Ho

Peter W Horby

Samreen Ijaz

Say Khoo

Paul Klenerman

Andrew Law

Wei Shen Lim

Alexander J Mentzer

Laura Merson

Alison M Meynert

Mahdad Noursadeghi

Shona C Moore

Massimo Palmarini

William A Paxton

Georgios Pollakis

Nicholas Price

Andrew Rambaut

David L Robertson

Clark D Russell

Vanessa Sancho-Shimizu

Janet T Scott

Thushan de Silva

Louise Sigfrid

Tom Solomon

Shiranee Sriskandan

David Stuart

Charlotte Summers

Richard S Tedder

Emma C Thomson

AA Roger Thompson

Ryan S Thwaites

Lance CW Turtle

Rishi K Gupta

Carlo Palmieri

Maria Zambon

Hayley Hardwick

Chloe Donohue

Ruth Lyons

Fiona Griffiths

Wilna Oosthuyzen

Lisa Norman

Riinu Pius

Thomas M Drake

Cameron J Fairfield

Stephen R Knight

Kenneth A Mclean

Derek Murphy

Catherine A Shaw

Jo Dalton

Michelle Girvan

Egle Saviciute

Stephanie Roberts

Janet Harrison

Laura Marsh

Marie Connor

Sophie Halpin

Clare Jackson

Carrol Gamble

Gary Leeming

Andrew Law

Murray Wham

Sara Clohisey

Ross Hendry

James Scott-Brown

William Greenhalf

Victoria Shaw

Sarah E McDonald

Seán Keating

Katie A Ahmed

Jane A Armstrong

Milton Ashworth

Innocent G Asiimwe

Siddharth Bakshi

Samantha L Barlow

Laura Booth

Benjamin Brennan

Katie Bullock

Benjamin WA Catterall

Jordan J Clark

Emily A Clarke

Sarah Cole

Louise Cooper

Helen Cox

Christopher Davis

Oslem Dincarslan

Chris Dunn

Philip Dyer

Angela Elliott

Anthony Evans

Lorna Finch

Lewis WS Fisher

Terry Foster

Isabel Garcia-Dorival

William Greenhalf

Philip Gunning

Catherine Hartley

Rebecca L Jensen

Christopher B Jones

Trevor R Jones

Shadia Khandaker

Katharine King

Robyn T Kiy

Chrysa Koukorava

Annette Lake

Suzannah Lant

Diane Latawiec

Lara Lavelle-Langham

Daniella Lefteri

Lauren Lett

Lucia A Livoti

Maria Mancini

Sarah McDonald

Laurence McEvoy

John McLauchlan

Soeren Metelmann

Nahida S Miah

Joanna Middleton

Joyce Mitchell

Shona C Moore

Ellen G Murphy

Rebekah Penrice-Randal

Jack Pilgrim

Tessa Prince

Will Reynolds

P. Matthew Ridley

Debby Sales

Victoria E Shaw

Rebecca K Shears

Benjamin Small

Krishanthi S Subramaniam

Agnieska Szemiel

Aislynn Taggart

Jolanta Tanianis-Hughes

Jordan Thomas

Erwan Trochu

Libby van Tonder

Eve Wilcock

J. Eunice Zhang

Lisa Flaherty

Nicole Maziere

Emily Cass

Alejandra Doce Carracedo

Nicola Carlucci

Anthony Holmes

Hannah Massey

Lee Murphy

Nicola Wrobel

Sarah McCafferty

Kirstie Morrice

Alan MacLean

Kayode Adeniji

Daniel Agranoff

Ken Agwuh

Dhiraj Ail

Erin L Aldera

Ana Alegria

Brian Angus

Abdul Ashish

Dougal Atkinson

Shahedal Bari

Gavin Barlow

Stella Barnass

Nicholas Barrett

Christopher Bassford

Sneha Basude

David Baxter

Michael Beadsworth

Jolanta Bernatoniene

John Berridge

Nicola Best

Pieter Bothma

David Chadwick

Robin Brittain-Long

Naomi Bulteel

Tom Burden

Andrew Burtenshaw

Vikki Caruth

David Chadwick

Duncan Chambler

Nigel Chee

Jenny Child

Srikanth Chukkambotla

Tom Clark

Paul Collini

Catherine Cosgrove

Jason Cupitt

Maria-Teresa Cutino-Moguel

Paul Dark

Chris Dawson

Samir Dervisevic

Phil Donnison

Sam Douthwaite

Ingrid DuRand

Ahilanadan Dushianthan

Tristan Dyer

Cariad Evans

Chi Eziefula

Chrisopher Fegan

Adam Finn

Duncan Fullerton

Sanjeev Garg

Sanjeev Garg

Atul Garg

Effrossyni Gkrania-Klotsas

Jo Godden

Arthur Goldsmith

Clive Graham

Elaine Hardy

Stuart Hartshorn

Daniel Harvey

Peter Havalda

Daniel B Hawcutt

Maria Hobrok

Luke Hodgson

Anil Hormis

Michael Jacobs

Susan Jain

Paul Jennings

Agilan Kaliappan

Vidya Kasipandian

Stephen Kegg

Michael Kelsey

Jason Kendall

Caroline Kerrison

Ian Kerslake

Oliver Koch

Gouri Koduri

George Koshy

Shondipon Laha

Steven Laird

Susan Larkin

Tamas Leiner

Patrick Lillie

James Limb

Vanessa Linnett

Jeff Little

Mark Lyttle

Michael MacMahon

Emily MacNaughton

Ravish Mankregod

Huw Masson

Elijah Matovu

Katherine McCullough

Ruth McEwen

Manjula Meda

Gary Mills

Jane Minton

Mariyam Mirfenderesky

Kavya Mohandas

Quen Mok

James Moon

Elinoor Moore

Patrick Morgan

Craig Morris

Katherine Mortimore

Samuel Moses

Mbiye Mpenge

Rohinton Mulla

Michael Murphy

Megan Nagel

Thapas Nagarajan

Mark Nelson

Matthew K O'Shea

Igor Otahal

Marlies Ostermann

Mark Pais

Selva Panchatsharam

Danai Papakonstantinou

Hassan Paraiso

Brij Patel

Natalie Pattison

Justin Pepperell

Mark Peters

Mandeep Phull

Stefania Pintus

Jagtur Singh Pooni

Frank Post

David Price

Rachel Prout

Nikolas Rae

Henrik Reschreiter

Tim Reynolds

Neil Richardson

Mark Roberts

Devender Roberts

Alistair Rose

Guy Rousseau

Brendan Ryan

Taranprit Saluja

Aarti Shah

Prad Shanmuga

Anil Sharma

Anna Shawcross

Jeremy Sizer

Manu Shankar-Hari

Richard Smith

Catherine Snelson

Nick Spittle

Nikki Staines

Tom Stambach

Richard Stewart

Pradeep Subudhi

Tamas Szakmany

Kate Tatham

Jo Thomas

Chris Thompson

Robert Thompson

Ascanio Tridente

Darell Tupper-Carey

Mary Twagira

Andrew Ustianowski

Nick Vallotton

Lisa Vincent-Smith

Shico Visuvanathan

Alan Vuylsteke

Sam Waddy

Rachel Wake

Andrew Walden

Ingeborg Welters

Tony Whitehouse

Paul Whittaker

Ashley Whittington

Padmasayee Papineni

Meme Wijesinghe

Martin Williams

Lawrence Wilson

Sarah Sarah

Stephen Winchester

Martin Wiselka

Adam Wolverson

Daniel G Wooton

Andrew Workman

Bryan Yates

Peter Young



Abstract

Background: Mortality rates in hospitalised patients with COVID-19 in the UK appeared to decline during the first wave of the pandemic. We aimed to quantify potential drivers of this change and identify groups of patients who remain at high risk of dying in hospital. Methods: In this multicentre prospective observational cohort study, the International Severe Acute Respiratory and Emerging Infections Consortium WHO Clinical Characterisation Protocol UK recruited a prospective cohort of patients with COVID-19 admitted to 247 acute hospitals in England, Scotland, and Wales during the first wave of the pandemic (between March 9 and Aug 2, 2020). We included all patients aged 18 years and older with clinical signs and symptoms of COVID-19 or confirmed COVID-19 (by RT-PCR test) from assumed community-acquired infection. We did a three-way decomposition mediation analysis using natural effects models to explore associations between week of admission and in-hospital mortality, adjusting for confounders (demographics, comorbidities, and severity of illness) and quantifying potential mediators (level of respiratory support and steroid treatment). The primary outcome was weekly in-hospital mortality at 28 days, defined as the proportion of patients who had died within 28 days of admission of all patients admitted in the observed week, and it was assessed in all patients with an outcome. This study is registered with the ISRCTN Registry, ISRCTN66726260. Findings: Between March 9, and Aug 2, 2020, we recruited 80 713 patients, of whom 63 972 were eligible and included in the study. Unadjusted weekly in-hospital mortality declined from 32·3% (95% CI 31·8–32·7) in March 9 to April 26, 2020, to 16·4% (15·0–17·8) in June 15 to Aug 2, 2020. Reductions in mortality were observed in all age groups, in all ethnic groups, for both sexes, and in patients with and without comorbidities. After adjustment, there was a 32% reduction in the risk of mortality per 7-week period (odds ratio [OR] 0·68 [95% CI 0·65–0·71]). The higher proportions of patients with severe disease and comorbidities earlier in the first wave (March and April) than in June and July accounted for 10·2% of this reduction. The use of respiratory support changed during the first wave, with gradually increased use of non-invasive ventilation over the first wave. Changes in respiratory support and use of steroids accounted for 22·2%, OR 0·95 (0·94–0·95) of the reduction in in-hospital mortality. Interpretation: The reduction in in-hospital mortality in patients with COVID-19 during the first wave in the UK was partly accounted for by changes in the case-mix and illness severity. A significant reduction in in-hospital mortality was associated with differences in respiratory support and critical care use, which could partly reflect accrual of clinical knowledge. The remaining improvement in in-hospital mortality is not explained by these factors, and could be associated with changes in community behaviour, inoculum dose, and hospital capacity strain. Funding: National Institute for Health Research and the Medical Research Council.

Citation

Docherty, A. B., Mulholland, R. H., Lone, N. I., Cheyne, C. P., De Angelis, D., Diaz-Ordaz, K., …Young, P. (2021). Changes in in-hospital mortality in the first wave of COVID-19: a multicentre prospective observational cohort study using the WHO Clinical Characterisation Protocol UK. Lancet Respiratory Medicine, 9(7), 773-785. https://doi.org/10.1016/S2213-2600%2821%2900175-2

Journal Article Type Article
Acceptance Date May 14, 2021
Online Publication Date May 14, 2021
Publication Date Jul 1, 2021
Deposit Date Jul 13, 2021
Publicly Available Date Jul 13, 2021
Journal The Lancet Respiratory Medicine
Print ISSN 2213-2600
Electronic ISSN 2213-2619
Publisher Elsevier
Peer Reviewed Peer Reviewed
Volume 9
Issue 7
Pages 773-785
DOI https://doi.org/10.1016/S2213-2600%2821%2900175-2
Keywords Pulmonary and Respiratory Medicine
Public URL https://nottingham-repository.worktribe.com/output/5782061
Publisher URL https://www.sciencedirect.com/science/article/pii/S2213260021001752

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