Evidence map›Paper›PMID 42064223›Full record

ArticleFrontiers in cellular and infection microbiology2026

The effect of insulin on 28-day mortality in non-diabetic sepsis patients: a retrospective study.

Yifei Liu, Jie Yue, Nana Liu, Yuxia Jiang, Guangdong Wang, Aihua Shu

Abstract read
In one paragraph

Article in Frontiers in cellular and infection microbiology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

6 authors.

Yifei Liu *Department of Anesthesiology, The First College of Clinical Medical Science, China Three Gorges University, Yichang, Hubei, China.
Jie Yue *Department of Anesthesiology, The First College of Clinical Medical Science, China Three Gorges University, Yichang, Hubei, China.
Nana LiuDepartment of Anesthesiology, The First College of Clinical Medical Science, China Three Gorges University, Yichang, Hubei, China.
Yuxia JiangDepartment of Anesthesiology, The First College of Clinical Medical Science, China Three Gorges University, Yichang, Hubei, China.
Guangdong WangDepartment of Respiratory and Critical Care Medicine, First Affiliated Hospital of Xi'an Jiao tong University, Xi'an, Shanxi, China.
Aihua ShuDepartment of Anesthesiology, The First College of Clinical Medical Science, China Three Gorges University, Yichang, Hubei, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: To evaluate the association between insulin administration and 28-day mortality in non-diabetic patients with sepsis. Methods: A retrospective analysis of 11,289 critically ill patients with sepsis in the MIMIC-IV database was conducted. Propensity score matching (PSM) was employed to balance baseline characteristics between the insulin-treated and untreated cohorts. The primary outcome was 28-day mortality; secondary outcome measures included intensive care unit (ICU) and hospital length of stay (LOS). The association between insulin use and mortality was evaluated via Cox regression analysis, and survival was estimated using Kaplan-Meier curves and log-rank tests. Results: Of the 11,289 non-diabetic patients meeting the inclusion criteria, 1,172 (10.4%) received insulin. After PSM, the final analysis included 2,960 patients (782 in the insulin group and 2,178 in the control group). Baseline characteristics were well-balanced, with standardized mean differences (SMDs) close to zero. Insulin use was significantly associated with a reduced 28-day mortality rate (hazard ratio [HR] 0.63-0.67, p < 0.001), a finding that remained consistent across all subgroups. However, patients receiving insulin therapy had a longer median ICU LOS (5 days vs. 4 days, p < 0.001) and a more extended hospital LOS (12 days vs. 10 days, p < 0.001). Conclusion: Insulin therapy may improve the survival rate among non-diabetic patients with sepsis but does not shorten the duration of hospitalization. Further research is warranted to elucidate the underlying mechanism and validate these findings.

Indexed as

InsulinSepsisAdolescentAdultAgedAged, 80 and overCritical IllnessDiabetes MellitusFemaleHumansHypoglycemic AgentsIntensive Care UnitsLength of StayMaleMiddle AgedRetrospective StudiesHypoglycemic AgentsInsulin28-day mortalityinsulinMIMIC-IV databasepropensity score matchingsepsis

Identifiers

PMID42064223
PMCPMC13124701

What Socratic holds

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LicenceCC BY
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Registered trials

None linked

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 Socratic graph.