Evidence map›Paper›PMID 42226256›Full record

ArticleBMC urology2026

Association between renal replacement therapy and in-hospital mortality in patients with severe acute kidney injury: a retrospective cohort study based on MIMIC-IV database.

Guanyuan Tian, Zhibin Lin, Zhanmao Chen, Zhanyi Qiu, Zheyan Zheng, Yuan Lin, Tietao Chen, Zhonghan Xu, Yubin Cai, Kefei Wu and 1 more

Abstract read
In one paragraph

Article in BMC urology, 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. Observational
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

11 authors.

Guanyuan Tian *Department of Nephrology, Jieyang People's Hospital, No.107, Tianfu Road, Rongcheng District, Jieyang City, Guangdong Province, 522000, P.R. China.
Zhibin Lin *Department of Nephrology, Jieyang People's Hospital, No.107, Tianfu Road, Rongcheng District, Jieyang City, Guangdong Province, 522000, P.R. China.
Zhanmao Chen *Hemodialysis Center, Jieyang People's Hospital, No.107, Tianfu Road, Rongcheng District, Jieyang City, Guangdong Province, 522000, P.R. China.
Zhanyi QiuDepartment of Nephrology, Jieyang People's Hospital, No.107, Tianfu Road, Rongcheng District, Jieyang City, Guangdong Province, 522000, P.R. China.
Zheyan ZhengDepartment of Nephrology, Jieyang People's Hospital, No.107, Tianfu Road, Rongcheng District, Jieyang City, Guangdong Province, 522000, P.R. China.
Yuan LinDepartment of Nephrology, Jieyang People's Hospital, No.107, Tianfu Road, Rongcheng District, Jieyang City, Guangdong Province, 522000, P.R. China.
Tietao ChenHemodialysis Center, Jieyang People's Hospital, No.107, Tianfu Road, Rongcheng District, Jieyang City, Guangdong Province, 522000, P.R. China.
Zhonghan XuDepartment of Neurology, Jieyang People's Hospital, No. 107, Tianfu Road, Rongcheng District, Jieyang City, Guangdong Province, 522000, P.R. China.
Yubin CaiHemodialysis Center, Jieyang People's Hospital, No.107, Tianfu Road, Rongcheng District, Jieyang City, Guangdong Province, 522000, P.R. China. caiyubin886@126.com.
Kefei WuDepartment of Nephrology, Jieyang People's Hospital, No.107, Tianfu Road, Rongcheng District, Jieyang City, Guangdong Province, 522000, P.R. China. wukefei2012@163.com.
Xiaoli LiHemodialysis Center, Jieyang People's Hospital, No.107, Tianfu Road, Rongcheng District, Jieyang City, Guangdong Province, 522000, P.R. China. lixiaoli0a@163.com.

Funding

Medical Research Foundation of Guangdong Province, China A2024647
6 · The paper itself

Abstract

backgroundSevere acute kidney injury (AKI) occurs frequently in intensive care unit (ICU) settings and correlates strongly with adverse patient outcomes. Whether renal replacement therapy (RRT) can effectively improve mortality outcomes in these patients remains controversial, primarily due to interference from confounding by indication. Within nephrology and critical-care practice, identifying which severe-AKI subgroups derive a survival benefit from RRT is a question of direct bedside relevance, and observational analyses with rigorous bias control are particularly informative when balanced randomised data remain limited.

methodsThis retrospective cohort analysis utilized the MIMIC-IV database (version 2.2). The study population comprised adult patients (age ≥ 18 years) diagnosed with KDIGO Stage 3 AKI during their first ICU admission. Vascular causes of AKI (renal-artery stenosis, renal infarction, abdominal-aortic-aneurysm associated ischaemia) and clearly post-obstructive AKI were excluded a priori, as these phenotypes carry distinct trajectories that may not respond to RRT in a comparable manner. Patients were stratified into treatment and control groups based on RRT receipt. The clinical indication for RRT was operationalised through a composite set of pre-specified criteria (refractory hyperkalaemia, severe metabolic acidosis, refractory volume overload, uraemic complications, and oligo-anuria) that were entered into the propensity-score model in addition to severity scores and laboratory derangement, in order to reduce residual operator-dependent variation in the initiation decision. To address baseline characteristic differences, propensity score matching (PSM) was conducted using 1:1 nearest neighbor matching with a caliper of 0.02. The primary endpoint was in-hospital all-cause mortality; secondary endpoints encompassed ICU mortality, 28-day mortality, ICU length of stay, total hospital length of stay, RRT-related complications (catheter-associated bloodstream infection, mechanical line complications, bleeding events, and intradialytic hypotension), and renal recovery. Cox proportional hazards regression models were employed to calculate hazard ratios (HRs) with corresponding 95% confidence intervals (CIs). Pre-specified subgroup analyses also stratified by chronic-kidney-disease status, RRT modality, and the qualifying KDIGO Stage-3 criterion (creatinine, urine output, or both).

resultsA total of 5,847 patients with KDIGO Stage 3 AKI were enrolled, of whom 2,156 (37%) underwent RRT. Pre-matching analysis revealed substantially greater disease severity in the RRT group (SOFA score: 12.4 ± 4.2 vs. 8.6 ± 3.8, P < 0.001). Following 1:1 PSM, 1,842 matched pairs were established, with all covariate standardized mean differences (SMDs) below 0.1, indicating satisfactory matching. Within the matched cohort, in-hospital mortality was lower in the RRT group than in the controls (35% vs. 42%, P = 0.002), and the corresponding mortality risk was reduced (HR = 0.78, 95%CI: 0.68-0.89, P < 0.001). The direction and magnitude of the association were consistent across CKD versus non-CKD strata, across the qualifying KDIGO Stage-3 criterion, and across RRT modality, and RRT-related complications were observed but did not exceed rates previously reported in the literature. Subgroup analyses confirmed consistent findings of RRT regardless of sepsis status, mechanical ventilation use, age, or disease severity.

conclusionAfter the largest confounders for indication were controlled through propensity score matching, RRT was, at a minimum, non-inferior to non-RRT management with respect to in-hospital mortality, and the matched-cohort estimates were consistent with an association with reduced mortality, among patients with severe AKI. These findings should not be read as proof of a causal protective effect, but they support the position that, in appropriately selected critically ill patients with KDIGO Stage 3 AKI - particularly those with refractory hyperkalaemia, severe acidosis, oligo-anuria, or refractory volume overload - RRT should not be withheld on the basis of perceived futility.

Indexed as

Acute Kidney InjuryHospital MortalityRenal Replacement TherapyAgedCohort StudiesDatabases, FactualFemaleHumansMaleMiddle AgedRetrospective StudiesSeverity of Illness IndexAcute kidney injuryIntensive care unitMIMIC-IV databaseMortalityPropensity score matchingRenal replacement therapy

Identifiers

PMID42226256
PMCPMC13439871

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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.