Bedside identification of subphenotypes in acute respiratory failure (PHIND): a multicentre, observational cohort study

Kiran Reddy(University of Ulster), Pratik Sinha(Washington University in St. Louis), David Antcliffe(Imperial College London), Clíona McDowell(Belfast Health and Social Care Trust), Pauline A Bradley(Belfast Health and Social Care Trust), Laura Black(Belfast Health and Social Care Trust), Lynn Murphy(Belfast Health and Social Care Trust), Judit Barbaras(Queen's University Belfast), John Conlon(Queen's University Belfast), Luigi Camporota(Guy's and St Thomas' NHS Foundation Trust), Marlies Ostermann(Guy's and St Thomas' NHS Foundation Trust), Phillip D Hopkins(King's College London), Tamás Szakmány(Royal Gwent Hospital), Shiney Cherian(Royal Gwent Hospital), Ingeborg Welters(University of Liverpool), David Brealey(University College Hospital), Dhruv Parekh(Queen Elizabeth Hospital Birmingham), Anthony Rostron(Sunderland Royal Hospital), Lieuwe D J Bos(Amsterdam Neuroscience), Alistair Nichol(University College Dublin), Manu Shankar-Hari(MRC Centre for Regenerative Medicine), Anthony Gordon(Imperial College London), Kevin Delucchi(University of California, San Francisco), Cecilia O'Kane(Queen's University Belfast), Michael A Matthay(University of California, San Francisco), Carolyn S Calfee(University of California, San Francisco), Daniel F McAuley(University of Ulster), Barry Williams, Duncan Young, Maurice O'Kane, Christine McNally, Joanne Thompson, Judith McRory, Kevin Devlin, Lesley-Anne Dougan, Nuala Hannaway, Patricia Rafferty, Rejina Verghis, Roisin Thompson, Sean Reid, Peter Fitzgerald, Alisha Bothwell, Aoife McGreevy, Caolan Vaughan, Cecilia Fortugno, Huw Stacey, Jeremy Parker, John H. Lamont, Lauren Slater, Phil Robinson, Scott McKeown, Sophie McColgan, Ger Curley, Michelle Smyth, Sasha Keil, Gavin Perkins, Celinamma Maliaykal, Eleanor Reeves, Helen R. Taylor, Joanne Gresty, Lesley Horton, Teresa Melody, Will Leach, Nikitas Nikitas, Bethan Stowe, Elaine Freeman, Harry Lang, Helen McMillan, Kayleigh Spencer, Lauren Kimpton, Liana Stapleton, Michael Gillies, Matthew Faulds, Kathryn Puxty, Andrew Hurst, Callum Taylor, Dominic Rimmer, Beatriz Amaro de Jesus, Benjie Cendreda, Carolin Engelhard, Eirini Kosifidou, Eleanor Hendrie, Fabiola D'Amato, Gill Arbane, Kyma Morera, Sarah L. Fordyce, Shelley Lorah, Tahmina Binte Matin, Caiomhe O'Dwyer, Maie Templeton, Roceld Rojo, Sonia Sousa Arias, Ziortza Fernández de Pinedo Artaraz, Jeremy Henning, Burt Vergara, Clare Finney, Kevin O'Reilly, John Smith, Jonathan Bannard-Smith, Charlotte L. Taylor, Deborah Paripoorani, Katharine Wylie, Rachael Quayle, Richard Clark, Richard Innes, Amanda Groves, Ashly Thomas, Marc Chikhani, Alexandra Gibbins, Alice Baddeley, Alistair Morris, Anju Thomas, Catherine Walton, Cecilia Peters, David Ford, Julia Sampson, Stuart McKechnie, Grace Polley, Jean M. Wilson, Neil Davidson, Sally Beer, Brendan Sloan, Abigail Crew, Alexandra Metcalfe, Amy Major, Sarah M. Buckley, Dave Pogson, Andrew P. Walden, Haroon Waqar Uddin, Aayesha Kazi, Jillian Fitchett, Nicholas Truman, Michael Spivey, Carol Richards, Charlotte Barker Kirby, Eve Fletcher, Karen Burt, Kate Ralph, Rachel Chapman, Sarah Bean, Thomas Clark, Alexandra Carins, Arra Mahiya, David Shaw, Karen Williams, Maria Lopez Martinez, Maria Norris, Syamlan Ali, Victoria Waugh, Zachary Thomas, Aisling O'Neill, Chris Wright, Christine B. Turley, Erin Collins, Jackie Green, Kathryn Ward, Peter Pereira, Rebecca Cusack, Anne Harrison, Aidan Lingwood, Alice Baker, Belinda Roberts, Eloise Summerton, Jonathan Biss, Karen R. Salmon, Elankumaran Paramasivam, Liz Wilby, Susan Trott, Zoe Friar, Biji Thomas, Kathy Brickell, Lorna Murphy(Belfast Health and Social Care Trust), Niamh Mahon, Lindsey Woods, Sarah Cornell, Alex Zapata, Anna Rowena Reyes, Deborah Smyth, Georgia Bercades, Gladys Martir, Ingrid Hass, Laura Gallagher, Caroline Dooley, Hazel Smith, Lisa Moody, Matt P. Wise, Alice Swindell, Carl Hawkins, Geraldine Ward, John Laffey, Lauren Ferguson, Martina Carey, Ritu Negi, Dominic Strachan, Kirsten Moar, Suzanne Clements, Valérie Page, Elvira Hoxha, Xiao Bei Zhao, Andrew Bentley
The Lancet Respiratory Medicine
March 1, 2026
Cited by 1Open Access
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Abstract

BACKGROUND: Acute respiratory distress syndrome (ARDS) is a clinically defined, biologically heterogeneous condition with no proven disease-modifying therapies. Retrospective analyses have identified two biologically distinct subphenotypes (hyperinflammatory and hypoinflammatory) of ARDS, with differing outcomes and responses to therapy. Rapid identification of these subphenotypes in an actionable timeframe has previously not been possible. The PHIND study aimed to prospectively identify these subphenotypes and to demonstrate differing 60-day mortality. METHODS: The PHIND study was a prospective, multicentre, observational cohort study conducted in intensive care units (ICUs) within the National Health Service in the UK and the Health Service Executive in Ireland. Adult patients aged 18 years and older with ARDS or acute hypoxaemic respiratory failure (AHRF) were enrolled within 72 h of onset of the syndrome. Eligible patients were required to be receiving invasive mechanical ventilation, non-invasive ventilation, or high-flow nasal oxygen. Plasma interleukin (IL-6) and soluble TNF receptor-1 (TNFR1) were quantified at enrolment using a near-patient benchtop immunoanalyser (Randox multiSTAT) with a run time of approximately 1 h. Together with plasma bicarbonate measured from an arterial blood sample, these values were used to prospectively determine subphenotypes on an individual patient basis using a validated parsimonious logistic regression model. The primary outcome was 60-day mortality. The study was registered on ClinicalTrials.gov, NCT04009330. FINDINGS: Between Nov 22, 2019, and Sept 28, 2023, 1853 patients from 30 centres were screened for eligibility. Of these, 1328 were excluded and 525 were recruited into the study, with 512 individuals included. 308 (60%) patients were male, 204 (40%) were female, and mean age was 57·0 years (SD 15·1). 443 (87%) patients were white, 18 (4%) were Black, and 16 (3%) were Asian. 490 were subphenotyped using the near-patient assay: 89 (18%) were classified as hyperinflammatory and 401 (82%) as hypoinflammatory. The primary outcome of 60-day mortality was measured in 486 patients after four patients withdrew consent for confirmation of vital status. 60-day mortality was significantly higher in the hyperinflammatory group (45 [51%] of 88) than in the hypoinflammatory group (111 [28%] of 398; risk ratio 1·8 [95% CI 1·4-2·4], p<0·0001). After adjustment, hyperinflammatory patients had increased odds of 60-day mortality (adjusted odds ratio 2·7 [95% CI 1·6-4·4], p=0·0002). INTERPRETATION: Rapid identification of ARDS inflammatory subphenotypes using a near-patient assay was feasible and associated with many clinical characteristics and outcomes consistent with those described in earlier retrospective studies, including mortality, prevalence of sepsis, and incidence of metabolic acidosis. These findings support the implementation of precision medicine approaches in ARDS and the urgent need for prospective, subphenotype-stratified interventional trials. FUNDING: Innovate UK, Randox Laboratories, and Belfast Health & Social Care Trust.


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