Evidence map›Paper›PMID 40760077›Full record

Observational studyScientific reports2025

Non-linear relationship between serum iron levels and 28-day mortality in sepsis patients: a retrospective study.

Jun Jin, Lei Yu, Kin Cheung, Zihao Deng, Qingshan Zhou, Yong Liu

Abstract readObservational Study
In one paragraph

Observational study in Scientific reports, 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. Article
  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

6 authors.

Jun Jin *Department of Intensive Care Unit, The University of Hong Kong-Shenzhen Hospital, Shenzhen, 518053, China.
Lei Yu *Department of Intensive Care Unit, The University of Hong Kong-Shenzhen Hospital, Shenzhen, 518053, China.
Kin CheungSchool of Nursing, Hong Kong Polytechnic University, Hong Kong SAR, China.
Zihao DengMedical Program Class of 2019, Southern Medical University, Shenzhen, 518000, China.
Qingshan ZhouDepartment of Intensive Care Unit, The University of Hong Kong-Shenzhen Hospital, Shenzhen, 518053, China. zhouqsh@hku-szh.org.
Yong LiuIntensive Care Unit, Shenzhen Hospital, Southern Medical University, Shenzhen, 518000, China. liuyong73@smu.edu.cn.

Funding

College Student Innovation and Entrepreneurship Training Program 202212121252Guangdong Provincial Medical Science and Technology Research Fund B2022167Health Commission of Guangdong Province, China A2024193High-level hospital program, China HKUSZH202207002Key Discipline Fund of Shenzhen Hospital of Southern Medical University No.2021-2023ICUShenzhen Fundamental Research Program, China JCYJ20220530142411026Shenzhen Science and Technology Innovation Committee JCYJ20210324120801005
6 · The paper itself

Abstract

Recent studies have shown a significant association between iron and the development and prognosis of sepsis, but the relationship between iron levels and mortality in sepsis patients remains unclear, with previous studies examining this relationship under a linear assumption. This retrospective observational study aimed to assess the possible non-linear relationship between serum iron (SI) levels and 28-day all-cause mortality (28-DACM) in individuals with sepsis. We used multiple imputation for data with less than 30% missing values and developed Cox models to calculate the hazard ratio (HR) with a 95% confidence interval (CI) for the main outcome (28-DACM). To accurately assess the relationship between SI levels and the HR for 28-DACM, we utilized a restricted cubic spline (RCS) regression model with five knots. We also conducted subgroup analyses to evaluate the robustness of the primary results. The study found that SI levels upon ICU admission are an independent predictor of 28-DACM in sepsis patients, showing a J-shaped correlation with mortality. Patients with extremely high and low SI levels had higher mortality compared to those within the normal range. However, this study has limitations inherent to its retrospective observational design, such as potential bias and unmeasured confounding factors. Future studies should address these limitations through prospective designs.

Indexed as

IronSepsisAgedFemaleHumansMaleMiddle AgedPrognosisProportional Hazards ModelsRetrospective StudiesIronMIMIC-IVMortalityRisk factorSepsisSerum iron

Identifiers

PMID40760077
PMCPMC12322023

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.