Evidence map›Paper›PMID 40616157›Full record

ArticleDiabetology & metabolic syndrome2025

Cathepsin H increases the risk of diabetic retinopathy: evidence from Mendelian randomization and bioinformatic analysis.

Xiudao Song, Jin Ma, Ting Zou, Rong Xin Lu, Wei Ji, Fei Huang, Meiqi Yin

Abstract read
In one paragraph

Article in Diabetology & metabolic syndrome, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed
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1 · What the graph read from it

What it found

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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.

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3 · Its place in the literature

Who cites it

4 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Xiudao Song *Chinese Medicine Technology Transfer Center, Suzhou TCM Hospital Affiliated to Nanjing University of Chinese Medicine, Suzhou, Jiangsu, China.
Jin Ma *State Key Laboratory of Technologies for Chinese Medicine Pharmaceutical Process Control and Intelligent Manufacture, Nanjing University of Chinese Medicine, Nanjing, Jiangsu, China.
Ting ZouCentral Laboratory, Suzhou TCM Hospital, Nanjing University of Chinese Medicine, Suzhou, China.
Rong Xin LuDepartment of pharmacy, Suzhou TCM Hospital Affiliated to Nanjing University of Chinese Medicine, Jiangsu, Suzhou, China.
Wei JiDivision of Rheumatology, The Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing, Jiangsu, China.
Fei HuangDepartment of Endocrinology, Suzhou TCM Hospital Affiliated to Nanjing, University of Chinese Medicine, NO.18, Yang Su Road, Suzhou, Jiangsu, China. szhuangfei@126.com.
Meiqi YinDepartment of Endocrinology, Suzhou TCM Hospital Affiliated to Nanjing, University of Chinese Medicine, NO.18, Yang Su Road, Suzhou, Jiangsu, China. meiqiyin@126.com.

Funding

Gusu Health Talents Program Training Project in Suzhou GSWS2021048Jiangsu Provincial Traditional Chinese Medicine Science and Technology Development Plan Project No. MS2024079Medical Research Foundation of Jiangsu commission of health M2024049National Natural Science Foundation of China No. 82305088Suzhou Science and Technology Development Plan (Basic Research-Medical Application Basic Research) Project SKY2023218Suzhou Science and Technology Development Plan (Medical Health Science and Technology Innovation) project No. SKY2022204
6 · The paper itself

Abstract

backgroundWhile lysosomal cathepsins are crucial in cellular homeostasis and may contribute to diabetic chronic complications, their precise causal relationships remain insufficiently characterized.

methodsThis study employed comprehensive multidimensional Mendelian randomization (MR) analyses to investigate potential causal associations between nine cathepsins (B, E, F, G, H, L2, O, S, and Z) and six diabetic chronic complications encompassing both microvascular (nephropathy, retinopathy, proliferative retinopathy, maculopathy, neuropathy) and macrovascular manifestations (peripheral angiopathy). The analytical framework incorporated generalized summary-data-based MR (GSMR), univariable MR, multivariable MR, summary-data-based MR (SMR), and cis-expression quantitative trait locus (cis-eQTL) MR approaches, utilizing data derived from publicly available genome-wide association studies (GWAS). To further characterize the biological relevance of identified cathepsins, we conducted multi-omics investigations including gene set enrichment analysis, CIBERSORT, single-cell RNA sequencing analysis to explore the expression level, immune infiltration and biological function of identified cathepsins. Furthermore, we performed mediation analyses to assess whether immune cells potentially mediate the causal pathways linking identified cathepsins to diabetic complications.

resultsBoth GSMR and univariable MR showed that Cathepsin H levels were causally associated with increased risks of overall diabetic retinopathy (DR), proliferative diabetic retinopathy (PDR), and diabetic maculopathy, validated by SMR and cis-eQTL MR analyses. Multivariable MR analysis further confirmed the independent causal role of Cathepsin H in PDR {inverse variance weighted (IVW): p = 0.003, OR = 1.054, 95% CI = 1.017–1.093} and diabetic maculopathy (IVW: p = 0.022, OR = 1.068, 95% CI = 1.009–1.130). Sensitivity analyses indicated no significant heterogeneity or pleiotropy for any of these cause associations. Bioinformatic analyses revealed upregulated Cathepsin H expression in DR patients, enriched in immune-inflammatory pathways. Single-cell RNA sequencing further highlighted its specific overexpression in NK cells of DR. No mediation by immunophenotypes was observed.

conclusionsOur integrative approach establishes Cathepsin H as a causal driver for DR and its subtypes, highlighting its potential as a therapeutic target and biomarker.

Indexed as

Bioinformatic analysisCathepsinsCausal relationshipDiabetic complicationsGenome-wide associationMendelian randomization

Identifiers

PMID40616157
PMCPMC12231758

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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.