Evidence map›Paper›PMID 41837287›Full record

Observational studyThe Journal of clinical investigation2026

Pathogen characteristics are key determinants of distinct host response phenotypes of sepsis.

Rishi Chanderraj, Brian Bartek, Kathleen A Stringer, Mohamad H Tiba, Michael W Sjoding, Ying He, Mark Nuppnau, Kale S Bongers, Mark D Adame, Sunny S Lou and 8 more

Registry-linked trialAbstract readObservational Study
In one paragraph

Observational study in The Journal of clinical investigation, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT01046669 (Evaluating the Use of Polymyxin B Hemoperfusion in a Randomized Controlled Trial of Adults Treated for Endotoxemia and Septic Shock), which is not on this map. Cited by 8 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
8citing papers in PubMed, 1 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.

NCT01046669 nacompletednot on this map

Evaluating the Use of Polymyxin B Hemoperfusion in a Randomized Controlled Trial of Adults Treated for Endotoxemia and Septic Shock

TypeinterventionalSponsorSpectral Diagnostics (US) Inc.Ran2010 to 2017Enrolled450ConditionsSeptic Shock, EndotoxemiaArmsTORAYMYXIN PMX-20R (PMX cartridge), Standard medical care for septic shock
3 · Its place in the literature

Who cites it

8 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Microbiome Profiling Reveals Prognostic Heterogeneity inmedRxiv : the preprint server for health sciences · 2026
    Article
  3. Review
  4. Article
  5. Review
  6. Review
  7. Article
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

18 authors.

Rishi ChanderrajDivision of Infectious Diseases, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, Michigan, USA.
Brian BartekDivision of Clinical and Translational Research, Division of Critical Care, Department of Anesthesia, Washington University School of Medicine, St. Louis, Missouri, USA.
Kathleen A StringerWeil Institute for Critical Care Research & Innovation, Ann Arbor, Michigan, USA.
Mohamad H TibaWeil Institute for Critical Care Research & Innovation, Ann Arbor, Michigan, USA.
Michael W SjodingWeil Institute for Critical Care Research & Innovation, Ann Arbor, Michigan, USA.
Ying HeDivision of Pulmonary and Critical Care Medicine, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, Michigan, USA.
Mark NuppnauDivision of Pulmonary and Critical Care Medicine, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, Michigan, USA.
Kale S BongersDivision of Pulmonary and Critical Care Medicine, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, Michigan, USA.
Mark D AdameDivision of Pulmonary and Critical Care Medicine, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, Michigan, USA.
Sunny S LouDivision of Clinical and Translational Research, Division of Critical Care, Department of Anesthesia, Washington University School of Medicine, St. Louis, Missouri, USA.
V Eric KerschbergerDivision of Allergy, Pulmonary, and Critical Care Medicine, Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee, USA.
Matthew M ChurpekDepartment of Medicine and.
Carolyn S CalfeeDivision of Pulmonary, Critical Care, Allergy and Sleep Medicine, Department of Medicine.
Sandhya TripathiDivision of Clinical and Translational Research, Division of Critical Care, Department of Anesthesia, Washington University School of Medicine, St. Louis, Missouri, USA.
Debra M FosterSpectral Medical Inc., Toronto, Ontario, Canada.
John A KellumSpectral Medical Inc., Toronto, Ontario, Canada.
Robert P DicksonWeil Institute for Critical Care Research & Innovation, Ann Arbor, Michigan, USA.
Pratik SinhaDivision of Clinical and Translational Research, Division of Critical Care, Department of Anesthesia, Washington University School of Medicine, St. Louis, Missouri, USA.

Funding

Research Education CoreP30AG024824 · NIA · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI Neil Alexander · 2004 to 2026
$29.2M
Translational Metabolomics in Critical CareR35GM136312 · NIGMS · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI KATHLEEN A STRINGER · 2020 to 2026
$2.8M
Sepsis Early Prediction and Subphenotype Illumination Study (SEPSIS)R35GM145330 · NIGMS · UNIVERSITY OF WISCONSIN-MADISON · PI Matthew Michael Churpek · 2022 to 2026
$1.9M
Intelligent Clinical Decision Support for Perioperative Blood ManagementK23HL166880 · NHLBI · WASHINGTON UNIVERSITY · PI Sunny S. Lou · 2024 to 2026
$521k
The Role of the Gut Microbiome in Post-Sepsis Skeletal Muscle AtrophyK08AR083015 · NIAMS · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI Kale S Bongers · 2024 to 2026
$507k
NHLBI NIH HHS K23 HL166880NIAMS NIH HHS K08 AR083015NIA NIH HHS P30 AG024824NIGMS NIH HHS R35 GM136312NIGMS NIH HHS R35 GM145330
6 · The paper itself

Abstract

BACKGROUNDSepsis encompasses considerable biological and clinical heterogeneity. Previously, 2 phenotypes ("hyperinflammatory" and "hypoinflammatory") have been consistently identified within sepsis via latent class analysis. These phenotypes differ in their biological features, clinical outcomes, and therapeutic responses to interventions. Prior studies of sepsis heterogeneity have focused primarily on the host response. Here, we investigate the potential influence of the causative pathogen on sepsis heterogeneity and pathobiology.METHODSWe performed a retrospective observational analysis of 8,280 critically ill patients with sepsis to identify associations between pathogen characteristics and the hyperinflammatory and hypoinflammatory patient phenotypes. We also performed controlled murine and swine modeling of sepsis and lung injury and a secondary analysis of 449 patients enrolled in the EUPHRATES randomized controlled trial.RESULTSPathogen characteristics (pathogen identity, burden, virulence, and anatomic site of infection) were strongly and independently associated with the previously reported phenotypes. In a cohort of critically ill patients with sepsis, infection with gram-negative pathogens, primarily Enterobacterales spp. (e.g., Escherichia coli, Klebsiella pneumoniae), was strongly associated with the hyperinflammatory phenotype. The hyperinflammatory phenotype was also independently associated with increased pathogen burden, virulence, and initial anatomic site of infection. In controlled murine and swine modeling, both the identity and burden of the pathogen provoked key biological features of the hyperinflammatory phenotype. Among patients with sepsis, the prognostic value of lactate clearance varied substantially by phenotype. In a secondary analysis of a randomized trial of polymyxin B hemoadsorption (which removes circulating endotoxin), hypoinflammatory patients experienced worse survival.CONCLUSIONSOur results demonstrate the central importance of pathogen features in the clinical and biological heterogeneity of sepsis. Future studies of sepsis pathobiology and heterogeneity should expand their scope beyond the host response, as understanding pathogen-host interactions will be crucial in the development of precision therapeutic strategies to improve patient outcomes.TRIAL REGISTRATIONEUPHRATES trial NCT01046669.FUNDING5P30AG024824, IK2CX002766, R01HL144599, K24HL159247, R01HL158626, R01HL173531, R35GM142992, R35GM145330, R35GM136312, K23HL166880, R35HL140026.

Indexed as

Host-Pathogen InteractionsSepsisAgedAnimalsDisease Models, AnimalFemaleHumansKlebsiella pneumoniaeMaleMiceMiddle AgedPhenotypeRandomized Controlled Trials as TopicRetrospective StudiesSecondary Data AnalysisSwineBacterial infectionsImmunologyInfectious diseaseMicrobiology

Identifiers

PMID41837287
PMCPMC12987626

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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.