Evidence map›Paper›PMID 40969714›Full record

ArticleInfection and drug resistance2025

Single-Cell Multi-Omics Deciphers Core Gene Networks and Immune Interaction Collapse in Sepsis-Associated T Cell Dysfunction.

Xiang Li, Zhibin Chen, Yandong Yao, Muhu Chen, Yingchun Hu

Abstract read
In one paragraph

Article in Infection and drug resistance, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Review
  2. Article
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

5 authors.

Xiang LiDepartment of Emergency Medicine, The Affiliated Hospital, Southwest Medical University, Luzhou, 646000, People's Republic of China.ORCID 0009-0008-4656-4940
Zhibin ChenDepartment of Emergency Medicine, The Affiliated Hospital, Southwest Medical University, Luzhou, 646000, People's Republic of China.
Yandong YaoDepartment of Emergency Medicine, The Affiliated Hospital, Southwest Medical University, Luzhou, 646000, People's Republic of China.
Muhu ChenDepartment of Emergency Medicine, The Affiliated Hospital, Southwest Medical University, Luzhou, 646000, People's Republic of China.
Yingchun HuDepartment of Emergency Medicine, The Affiliated Hospital, Southwest Medical University, Luzhou, 646000, People's Republic of China.ORCID 0000-0002-5465-4638

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Sepsis is a life-threatening condition characterized by immune dysregulation, yet the mechanisms underlying T cell dysfunction remain poorly understood. Methods: We integrated multi-omics data from public GEO datasets and prospective cohorts. Single-cell transcriptomic analysis was applied to identify core genes, followed by diagnostic and prognostic validation. Cell-cell interaction networks were constructed to investigate signaling alterations, and cross-platform validation was conducted. Results: Seven core genes ( Conclusion: Our findings highlight novel biomarkers and potential therapeutic targets for sepsis immunotherapy by systematically deciphering core gene networks and immune interaction collapse in T cell dysfunction.

Indexed as

biomarkerscell-cell communicationsepsissingle-cell rna sequencingt cell exhaustion

Identifiers

PMID40969714
PMCPMC12442820

What OpenQuestion holds

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Registered trials

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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.