Evidence map›Paper›PMID 41159833›Full record

ArticleJAMA2025

Development and Validation of the Sequential Organ Failure Assessment (SOFA)-2 Score.

Otavio T Ranzani, Mervyn Singer, Jorge I F Salluh, Manu Shankar-Hari, David Pilcher, Joana Berger-Estilita, Craig M Coopersmith, Nicole P Juffermans, John Laffey, Matti Reinikainen and 68 more

5 registry-linked trialsAbstract readValidation StudyMulticenter Study
In one paragraph

Article in JAMA, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 5 registered trials, which are not on this map. Cited by 86 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
86citing papers in PubMed, 2 pooled it
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

NCT06113939 phase4not yet recruitingnot on this mapstarted 2026, after this paper: background citation

Prevention of Infection of the Respiratory Tract by Applying Methods That Are Non-Invasive for Extraction of Secretions. An Open Label, Randomized, Assessor-blinded Trial.

TypeinterventionalSponsorHospital San Carlos, MadridRan2026 to 2029Enrolled60ConditionsIntubation Complication, Stroke, Ischemic, Stroke Hemorrhagic, Head TraumaArmsairway clearance, subglottic secretion aspiration, Ceftriaxone 2 grams daily
NCT07300306 completednot on this mapstarted 2026, after this paper: background citation

Validation of the SOFA-2 Score for 30-Day Mortality in Intensive Care Units in Turkey and Determination of Sepsis-3 Prevalence - A Multicenter Hybrid Observational Study.

TypeobservationalSponsorMarmara UniversityRan2026 to 2026Enrolled3,379ConditionsSepsis, Septic Shock, Critical Illness, Organ Dysfunction
NCT07338240 recruitingnot on this mapstarted 2026, after this paper: background citation

Real-Time Validation and Feasibility of the SOFA-2 Score in Adult Intensive Care Units in Türkiye (TR-SOFA2): A Multicenter Prospective Observational Study

Typeobservational_patient_registrySponsorIzmir Dr Suat Seren Chest Diseases and Surgery Education and Research HospitalRan2026 to 2026Enrolled5,200ConditionsIntensive Care Unit Patients, Critically Ill Intensive Care Unit Patients
NCT07454421 phase1 / phase2enrolling by invitationnot on this mapstarted 2026, after this paper: background citation

Racecadotril for Organ Injury in Sepsis Patients: A Single-Center, Single-Blind, Randomized, Placebo-Controlled Pilot Trial

TypeinterventionalSponsorZhujiang HospitalRan2026 to 2027Enrolled44ConditionsSepsisArmsRacecadotril, Water (Placebo)
NCT07715110 nanot yet recruitingnot on this mapstarted 2027, after this paper: background citation

Biological and Immunomodulatory Effect of Hemoadsorption With Macroporous Resin Cartridges in Septic Shock and Refractory Septic Shock Two Parallel Open-label Randomized Pilot Trials.

TypeinterventionalSponsorMiguel Sanchez GarciaRan2027 to 2029Enrolled16ConditionsSeptic Shock, Vasopressor Resistance, Multiple Organ Dysfunction, Sepsis, HemoperfusionArmsHemoadsorption cartridge
3 · Its place in the literature

Who cites it

86 citing papers in PubMed, 2 syntheses or guidelines pooled it.

  1. Pooled it
  2. Pooled it
  3. Long-term survival of patients with persistent critical illness in Australia and New Zealand; a retrospective registry-based cohort study.Critical care and resuscitation : journal of the Australasian Academy of Critical Care Medicine · 2026
    Article
  4. SOFA-2 Score and Mortality in Suspected Infection Stratified by Cirrhosis Status: A Multi-Institutional Observational Cohort Study.Liver international : official journal of the International Association for the Study of the Liver · 2026
    Observational
  5. Article
  6. Review
  7. Article
  8. Article
  9. Evaluation of the SMS-ICU score for multicontinental use: A federated external validation study using critical care registry data.Critical care and resuscitation : journal of the Australasian Academy of Critical Care Medicine · 2026
    Article
  10. Article
  11. Article
  12. Article
  13. Article
  14. Article
  15. Article
  16. Review
  17. Article
  18. Observational
  19. Article
  20. Article

26 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

78 authors.

Otavio T RanzaniDataHealth Lab, Institut de Recerca Sant Pau (SANT PAU), Barcelona, Spain.
Mervyn SingerBloomsbury Institute of Intensive Care Medicine, Division of Medicine, University College London, London, United Kingdom.
Jorge I F SalluhPostgraduate Program, Instituto D'Or de Pesquisa e Ensino Rio de Janeiro, Brazil.
Manu Shankar-HariInstitute for Regeneration and Repair, University of Edinburgh, Edinburgh, Scotland.
David PilcherThe Australian and New Zealand Intensive Care Society (ANZICS) Centre for Outcomes and Resources Evaluation, Australian.
Joana Berger-EstilitaInstitute for Medical Education, University of Bern, Bern, Switzerland.
Craig M CoopersmithDepartment of Surgery and Emory Critical Care Center, Emory University, Atlanta, Georgia.
Nicole P JuffermansDepartment of Intensive Care and Laboratory of Translational Intensive Care, Erasmus Medical Center, Rotterdam, the Netherlands.
John LaffeyAnaesthesia and Intensive Care Medicine, School of Medicine, University of Galway, Ireland.
Matti ReinikainenUniversity of Eastern Finland and Kuopio University Hospital, Kuopio, Finland.
Ary Serpa NetoThe Australian and New Zealand Intensive Care Society (ANZICS) Centre for Outcomes and Resources Evaluation, Australian.
Miguel TavaresUnidade Local de Saúde Santo António, Porto, Portugal.
Jean-François TimsitIAME (Infection Antimicrobials Modelling Evolution), UMR 1137, University Paris-Cité, Paris, France.
Maria Del Pilar Arias LopezManagement, Quality and Data Committee, SATI-Q Program, Argentine Society of Intensive Care (SATI), Buenos Aires, Argentina.
Nish ArulkumaranBloomsbury Institute of Intensive Care Medicine, Division of Medicine, University College London, London, United Kingdom.
Diptesh AryalPostgraduate Program, Instituto D'Or de Pesquisa e Ensino Rio de Janeiro, Brazil.
Elie AzoulayAPHP, Paris City University, Saint-Louis Hospital, Paris, France.
Leo Anthony CeliLaboratory for Computational Physiology, Massachusetts Institute of Technology, Cambridge, Massachusetts.
Dipayan ChaudhuriDivision of Critical Care, McMaster University, Hamilton, Ontario, Canada.
Dylan De LangeIntensive Care Unit and Dutch Poison Information Center, University Medical Center Utrecht, the Netherlands.
Jan De WaeleDepartment of Intensive Care Medicine, Ghent University Hospital, Gent, Belgium.
Claudia C Dos SantosInterdepartmental Division of Critical Care, University of Toronto, Toronto, Ontario, Canada.
Bin DuMedical Intensive Care Unit, Peking Union Medical College Hospital, Peking Union Medical College, Beijing, China.
Sharon EinavMaccabi Healthcare Services, Sharon Region, Hebrew University Faculty of Medicine, Tel Aviv, Israel.
Teresa EngelbrechtCenter for Medical Data Science, Medical University of Vienna, Vienna, Austria.
Fathima FazlaNat-Intensive Care Surveillance M.O.R.U, Colombo, Sri Lanka.
Ricard FerrerDepartment Intensive Care and SODIR-VHIR Research Group, Vall d'Hebron University Hospital, Barcelona, Spain.
Stefano FinazziLaboratory of Clinical Data Science, Department of Medical Epidemiology, Mario Negri Institute for Pharmacological Research IRCCS, Milan, Italy.
Tomoko FujiiDeptarment of Intensive Care, Jikei University Hospital, Tokyo, Japan.
Hayley B GershengornDivision of Pulmonary, Critical Care and Sleep Medicine, University of Miami Hospital and Clinics, Miami, Florida.
John D GreeneKaiser Permanente Division of Research, Pleasanton, California.
Rashan HaniffaCentre for Inflammation Research, University of Edinburgh, Edinburgh, Scotland.
Sicheng HaoLaboratory for Computational Physiology, Massachusetts Institute of Technology, Cambridge, Massachusetts.
Mohd Shahnaz HasanDepartment of Anaesthesiology, Faculty of Medicine, Universiti Malaya, Kuala Lumpur, Malaysia.
Steve HollenbergEmory University School of Medicine, Atlanta, Georgia.
Mariachiara IppolitoDepartment of Precision Medicine in Medical, Surgical and Critical Care, University of Palermo, Palermo, Italy.
Christian JungDepartment of Cardiology, Pulmonology and Vascular Medicine and Cardiovascular Research Institute Dusseldorf, Heinrich-Heine-University Duesseldorf, Duesseldorf, Germany.
Mikhail KirovDepartment of Anesthesiology and Intensive Care Medicine, Northern State Medical University, Arkhangelsk, Russia.
Shigetaka KobariDepartment of Clinical Biostatistics, Graduate School of Medicine, Kyoto University, Kyoto, Japan.
Inès LakbarAnesthesia and Critical Care Department B, Saint Eloi Teaching Hospital, PhyMedExp, University of Montpellier, INSERM U1046, Montpellier, France.
Jeffrey LipmanJamieson Trauma Institute, Royal Brisbane and Women's Hospital, University of Queensland, Brisbane, Australia.
Vincent LiuKaiser Permanente Northern California Division of Research, Department of Critical Care, Kaiser Permanente Medical Center, Santa Clara, California.
Xiaoli LiuLaboratory for Computational Physiology, Massachusetts Institute of Technology, Cambridge, Massachusetts.
Suzana M LoboDivision of Intensive Care, Hospital de Base-Sao Jose do Rio Preto and Faculdade de Medicina de Sao Jose do Rio Preto, Brazil.
Demetrio MagattiLaboratory of Clinical Data Science, Department of Medical Epidemiology, Mario Negri Institute for Pharmacological Research IRCCS, Milan, Italy.
Greg S MartinDivision of Pulmonary, Allergy, Critical Care and Sleep Medicine, Emory University School of Medicine, and Grady Memorial Hospital, Atlanta, Georgia.
Barbara MetnitzAustrian Center for Documentation and Quality Assurance in Intensive Care, Vienna, Austria.
Philipp MetnitzDepartment of General Anaesthesiology and Intensive Care, Medical University of Graz, Graz, Austria.
Sheila N MyatraDepartment of Anesthesiology, Critical Care and Pain, Tata Memorial Hospital, Homi Bhabha National Institute, Mumbai, India.
Simon OczkowskiDepartments of Medicine and Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, Ontario, Canada.
José-Artur PaivaServiço de Medicina Intensiva, Unidade Local de Saúde São João, Faculty of Medicine, University of Porto.
Fathima ParukDepartment of Critical Care, University of Pretoria and Steve Biko Academic Hospital, Pretoria, South Africa.
Pirkka T PekkarinenDivision of Intensive Care, Department of Anaesthesiology and Intensive Care, University of Helsinki and Helsinki University Hospital, Helsinki, Finland.
Lise PiquilloudAdult Intensive Care Unit, University Hospital and University of Lausanne, Lausanne, Switzerland.
Anssi PölkkiDepartment of Anaesthesiology and Intensive Care, Kuopio University Hospital and University of Eastern Finland, Kuopio, Finland.
Hallie C PrescottDepartment of Internal Medicine, University of Michigan and VA Center for Clinical Management Research, Ann Arbor, Michigan.
Annika Reintam BlaserUniversity of Tartu, Estonia.
Ederlon RezendeServiço de Terapia Intensiva na IAMSPEInstituto de Assistência Médica ao Servidor Público Estadual, São Paulo, Brazil.
Chiara RobbaIRCCS, Policlinico San Martino, Genova, Italy.
Bram RochwergDepartment of Medicine, and Department of Health Research Methods, Evidence and Impact, McMaster University, Hamilton, Ontario, Canada.
Stephane RucklyIAME (Infection Antimicrobials Modelling Evolution), UMR 1137, University Paris-Cité, Paris, France.
Rasoul SameiLaboratory of Clinical Data Science, Department of Medical Epidemiology, Mario Negri Institute for Pharmacological Research IRCCS, Milan, Italy.
Edward J SchenckDivision of Pulmonary and Critical Care Medicine, Department of Medicine, New York-Presbyterian Hospital, Weill Cornell Medical Center, Weill Cornell Medicine, New York, New York.
Paul SecombeThe Australian and New Zealand Intensive Care Society (ANZICS) Centre for Outcomes and Resources Evaluation, Australian.
Cornelius SendagirePostgraduate Program, Instituto D'Or de Pesquisa e Ensino Rio de Janeiro, Brazil.
Moses Siaw-FrimpongDirectorate of Anaesthesia and Intensive Care, Komfo Anokye Teaching Hospital, Kumasi, Ghana.
Andrew J SimpkinSchool of Mathematical and Statistical Sciences, University of Galway, Ireland.
Márcio SoaresPostgraduate Program, Instituto D'Or de Pesquisa e Ensino Rio de Janeiro, Brazil.
Charlotte SummersVictor Phillip Dahdaleh Heart & Lung Research Institute, University of Cambridge, Cambridge, United Kingdom.
Wojciech SzczeklikJagiellonian University Medical College, Centre for Intensive Care and Perioperative Medicine, Krakow, Poland.
Jukka TakalaFaculty of Medicine, University of Bern, Bern, Switzerland.
Shiro TanakaDepartment of Clinical Biostatistics, Graduate School of Medicine, Kyoto University, Kyoto, Japan.
Giovanni TricellaLaboratory of Clinical Data Science, Department of Medical Epidemiology, Mario Negri Institute for Pharmacological Research IRCCS, Milan, Italy.
Jean-Louis VincentDeptartment of Intensive Care, Erasme University Hospital, Université Libre de Bruxelles, Brussels, Belgium.
Julia WendonLiver Intensive Care Unit, King's College Hospital, London, United Kingdom.
Fernando G ZampieriDepartment of Critical Care Medicine, University of Alberta, Edmonton, Canada.
Andrew RhodesAdult Critical Care, St George's University Hospitals NHS Foundation Trust, London, United Kingdom.
Rui MorenoULS de São José, Lisboa, Portugal.

Funding

WellcomeTrust
6 · The paper itself

Abstract

Importance: Acute dysfunction of vital organs is the hallmark of critical illness. The Sequential Organ Failure Assessment (SOFA) score, the most widely adopted approach to describe organ dysfunction, has not been updated in 30 years and therefore may not appropriately capture current clinical practice and outcomes. Objectives: To inform the data-driven component of an updated score (SOFA-2) in varied geographical and resource settings (stages 6-8) after expert input via a modified Delphi process (stages 1-5). Design, Setting, and Participants: A federated analysis was performed on data collected from adult patients admitted to 1319 intensive care units (ICUs) in 9 countries (Australia, Austria, Brazil, France, Italy, Japan, Nepal, New Zealand, United States) between 2014 and 2023. Four representative multicenter cohorts containing data from 2 098 356 patients were used for data-driven score development and internal validation. External validation was performed on 6 cohorts containing data from 1 241 114 patients. Main Outcomes and Measures: Content validity for organ dysfunction identified through the modified Delphi process should be reflected by predictive validity using the area under the receiver operating characteristic (AUROC) curve of the score measured on the first ICU day (higher scores indicate worse organ dysfunction). Results: Of 3.34 million patient encounters, 270 108 (8.1%) died in the ICU (range, 4.5% to 20.5% across the 10 cohorts). SOFA-2 modified the 6 organ systems of the original SOFA score (brain, respiratory, cardiovascular, liver, kidney, hemostasis), including new variables and revised thresholds that better describe the organ dysfunction distribution from 0 to 4 points and their associated mortality (SOFA-2 AUROC, 0.79; 95% CI, 0.76-0.81; SOFA-1 AUROC, 0.77; 95% CI, 0.74-0.81). Evaluation of sequential SOFA-2 data from ICU day 1 to day 7 maintained its predictive validity. Insufficient data and lack of content validity precluded incorporation of gastrointestinal and immune dysfunction scores into SOFA-2. Conclusions and Relevance: The SOFA-2 score, updated to include contemporary organ support treatments and new score thresholds, describes organ dysfunction in a large, geographically and socioeconomically diverse population of critically ill adults.

Indexed as

Critical IllnessMultiple Organ FailureOrgan Dysfunction ScoresAdultAgedAged, 80 and overData ScienceDelphi TechniqueFemaleHumansIntensive Care UnitsMaleMiddle AgedROC Curve

Identifiers

PMID41159833
PMCPMC12573119

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Registered trials

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.