Evidence map›Paper›PMID 41721317›Full record

Observational studyBMC infectious diseases2026

Association between shock‑lactate index and 28-day mortality in patients with sepsis-associated AKI: a MIMIC-IV database analysis.

Dezhi Ren, Shuai Wang, Siyao Xu, Hui Wang, Shanshan Zhai, Yue Qiu, Zeliang Qiu, Jun Duan

Abstract readObservational Study
In one paragraph

Observational study in BMC infectious diseases, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

8 authors.

Dezhi Ren *Department of Intensive Care Unit, China-Japan Friendship Hospital, Beijing, 100029, China.
Shuai Wang *Department of Emergency, Tongren Hospital, Shanghai Jiao Tong University School of Medicine, 1111Xian Xia Road, Shanghai, 200336, China.
Siyao XuChina-Japan Friendship Hospital (Institute of Clinical Medical Sciences), Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, 100029, China.
Hui WangDepartment of Intensive Care Unit, China-Japan Friendship Hospital, Beijing, 100029, China.
Shanshan ZhaiDepartment of Intensive Care Unit, China-Japan Friendship Hospital, Beijing, 100029, China.
Yue QiuChina-Japan Friendship Hospital (Institute of Clinical Medical Sciences), Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, 100029, China.
Zeliang QiuDepartment of Emergency, Tongren Hospital, Shanghai Jiao Tong University School of Medicine, 1111Xian Xia Road, Shanghai, 200336, China. qzl7128@shtrhospital.com.
Jun DuanDepartment of Intensive Care Unit, China-Japan Friendship Hospital, Beijing, 100029, China. dj_mail2000@163.com.

Funding

2022 Beijing Major Epidemic Prevention and Control Key Specialty Project 2022-ZX-007
6 · The paper itself

Abstract

backgroundAlthough the Shock–Lactate Index (SLI) has been increasingly explored as a composite physiological indicator, its association with outcomes in patients with sepsis-associated acute kidney injury (SA-AKI) remains unclear.

methodsThis retrospective observational study included 9,873 patients with SA-AKI from the MIMIC-IV database (2008–2019). Sepsis and AKI were defined according to Sepsis-3 and KDIGO criteria, respectively. The association between SLI and 28-day all-cause mortality was evaluated using Kaplan–Meier survival analysis and multivariable Cox proportional hazards models. Restricted cubic splines with four knots were applied to explore potential non-linear relationships. Models were adjusted for clinically relevant covariates, including Sequential Organ Failure Assessment (SOFA) score, APACHE II score, organ support measures, and selected laboratory variables. Prespecified subgroup analyses were conducted to assess effect modification across clinically relevant strata.

resultsAmong patients with SA-AKI, higher SLI levels were significantly associated with increased 28-day all-cause mortality (P < 0.001). Kaplan–Meier analysis demonstrated progressively lower survival rates across increasing SLI quartiles, with the highest quartile exhibiting the poorest survival (log-rank P < 0.0001). In multivariable Cox models, elevated SLI remained independently associated with higher mortality risk. Restricted cubic spline analysis indicated a non-linear association between SLI and mortality (P for non-linearity < 0.001). Subgroup analyses showed generally consistent associations across patient subgroups, with significant interactions observed in strata defined by age, pneumonia, chronic kidney disease, ischemic heart disease, SOFA score and APACHE II score (all P for interaction < 0.05).

conclusionsHigher SLI levels are independently associated with increased 28-day mortality in patients with sepsis-associated acute kidney injury. SLI shows promise as a prognostic tool for assessing mortality risk in SA-AKI patients, providing clinicians with more accurate information to optimize treatment strategies and improve patient outcomes.

Indexed as

Acute Kidney InjuryLactic AcidSepsisAgedAged, 80 and overAPACHEDatabases, FactualFemaleHumansKaplan-Meier EstimateMaleMiddle AgedOrgan Dysfunction ScoresPrognosisProportional Hazards ModelsRetrospective StudiesLactic AcidMIMIC-IVRetrospective cohort studySepsis-associated AKIShock‑lactate index (SLI)

Identifiers

PMID41721317
PMCPMC13032222

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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.