Evidence map›Paper›PMID 41902433›Full record

ArticleMediators of inflammation2026

Associations of Inflammatory Prognosis Index With All-Cause and Cardiovascular Mortality Among Individuals With Diabetes and Prediabetes: A Retrospective Cohort Study.

Lu Liu, Jiasuer Alifu, Abdul-Quddus Mohammed, Guoqing Yin, Fuad A Abdu, Wenliang Che

Abstract read
In one paragraph

Article in Mediators of inflammation, 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

6 authors.

Lu LiuDepartment of Cardiology, Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai, China, tongji.edu.cn.ORCID https://orcid.org/0000-0002-4452-3079
Jiasuer AlifuDepartment of Cardiology, Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai, China, tongji.edu.cn.ORCID https://orcid.org/0009-0006-5362-1056
Abdul-Quddus MohammedDepartment of Cardiology, Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai, China, tongji.edu.cn.ORCID https://orcid.org/0000-0003-0475-1760
Guoqing YinDepartment of Cardiology, Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai, China, tongji.edu.cn.ORCID https://orcid.org/0000-0002-6628-7708
Fuad A AbduDepartment of Cardiology, Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai, China, tongji.edu.cn.ORCID https://orcid.org/0000-0002-3222-4709
Wenliang CheDepartment of Cardiology, Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai, China, tongji.edu.cn.ORCID https://orcid.org/0000-0002-8840-5437

Funding

Clinical Research Plan of Shanghai Tenth People's Hospital YNCR2A001Clinical Research Plan of SHDC SHDC2020CR4065Foundation of Chongming CKY2020-29Foundation of Chongming CKY2021-21National Natural Science Foundation of China 82170521Natural Science Foundation of Shanghai Municipality 21ZR1449500Natural Science Foundation of Tibet Autonomous Region XZ2022ZR-ZY27(Z)Natural Science Foundation of Tibet Autonomous Region XZ202301ZR0032GScience and Technology Commission of Shanghai Municipality 20dz1207200Shanghai Hospital Development Center SHDC12024120Shanghai Municipal Health Commission 202140263
6 · The paper itself

Abstract

backgroundThe systemic immune-inflammatory index (SII) and the systemic inflammatory response index (SIRI) have shown prognostic value in diabetes mellitus (DM). However, the impact of the inflammatory prognosis index (IPI) remains unexamined. This retrospective cohort study investigates the predictive value of IPI, along with SIRI and SII, on all-cause and cardiovascular disease (CVD) mortality in individuals with DM and prediabetes mellitus (pre-DM).

methodWe analyzed DM and pre-DM individuals from the National Health and Nutrition Examination Survey (NHANES) (1999-2018), with follow-up conducted until December 31, 2019. Cox models assessed the correlation of IPI, SIRI, and SII with mortalities, yielding hazard ratios (HRs) and 95% confidence intervals (CIs). We also utilized restricted cubic spline (RCS) analysis, Kaplan-Meier curves, and subgroup analyses.

resultsThe final analysis included 10,049 individuals with DM and pre-DM. Over a mean follow-up of 9 years, 2233 all-cause mortalities occurred, with 612 attributed to CVD. Fully adjusted Cox regression analysis revealed a significant correlation between continuous and higher tertiles (T3) of IPI, SIRI, and SII and increased risk of all-cause and CVD mortality across all models (all p  < 0.05). Kaplan-Meier curves showed higher IPI, SIRI, and SII associated with elevated mortality risk (all log-rank p  < 0.001). RCS analysis demonstrated a nonlinear correlation between IPI and all-cause and CVD mortality, as well as between SII and all-cause mortality (nonlinear p  < 0.001). However, SIRI exhibited a linear association with both all-cause and CVD mortality.

conclusionElevated IPI, along with SIRI and SII, is linked to increased all-cause and CVD-related mortality in DM and pre-DM, suggesting that incorporating IPI in routine screening could help identify high-risk individuals for earlier interventions.

Indexed as

Cardiovascular DiseasesDiabetes MellitusInflammationPrediabetic StateAdultAgedFemaleHumansKaplan-Meier EstimateMaleMiddle AgedNutrition SurveysPrognosisProportional Hazards ModelsRetrospective StudiesRisk Factorsdiabetesinflammatory biomarkersmortalityNHANESprediabetes

Identifiers

PMID41902433
PMCPMC13140238

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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.