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ArticleInternational urology and nephrology2025

Causal role of 731 immune cells in diabetic nephropathy: a bi-directional two-sample Mendelian randomization study.

Haiyan Xue, Benyin Yuan, Lulu Ma, Meizi Kang, Jiajia Chen, Xingxing Fang

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Article in International urology and nephrology, 2025. 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
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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

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Haiyan Xue *Department of Nephrology, Affiliated Hospital 2 of Nantong University, Nantong, 226001, China.
Benyin Yuan *Department of Nephrology, Affiliated Hospital 2 of Nantong University, Nantong, 226001, China.
Lulu MaDepartment of Nephrology, Affiliated Hospital 2 of Nantong University, Nantong, 226001, China.
Meizi KangDepartment of Nephrology, Affiliated Hospital 2 of Nantong University, Nantong, 226001, China.
Jiajia ChenDepartment of Nephrology, Affiliated Hospital 2 of Nantong University, Nantong, 226001, China.
Xingxing FangDepartment of Nephrology, Affiliated Hospital 2 of Nantong University, Nantong, 226001, China. 48776592@qq.com.

Funding

Jiangsu Health Committee Project Z2022014Nantong Health Committee Project QA2021015The present study was supported by the Nantong Science and Technology Bureau JC22022021The present study was supported by the Nantong Science and Technology Bureau JCZ21099
6 · The paper itself

Abstract

backgroundThe primary cause of end-stage renal disease (ESRD) is diabetic nephropathy (DN), and a growing body of research indicates that immunology plays a part in how DN develops into ESRD. Our objective is to identify causal relationships between various immune invading cells and DN to identify possible targets for immunotherapy.

methodsThis study used a complete Mendelian randomization (MR) analysis with two samples to identify the underlying mechanism linking immune cell characteristics with DN. Using publicly available genetic data, we investigated the causal link between 731 immune cell profiles and DN risk. Included were four different types of immune systems: morphological parameters (MP), absolute cell (AC), relative cell (RC), and median fluorescence intensities (MFI). The results' robustness, heterogeneity, and horizontal pleiotropy were confirmed through extensive sensitivity analysis.

resultsFollowing FDR (False Discovery Rate correction method) correction, no statistically significant differences were observed; however, six immunophenotypes were shown to be significantly associated with DN risk at the 0.25 level. Only CD28

conclusionsOur findings provide a genetic basis for the association between immune cells and DN and should inform future clinical research.

Indexed as

Diabetic NephropathiesHumansMendelian Randomization AnalysisCausal reasoningDiabetic nephropathyImmunityMR analysisSensitivity

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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 Socratic graph.