Evidence map›Paper›PMID 41893906›Full record

ArticleNaunyn-Schmiedeberg's archives of pharmacology2026

Application of GBD 2021 and multiple omics to reveal the association and potential mechanism between glycated hemoglobin and intervertebral disc degeneration.

Zhonghui Li, Weibang Ma, Lingzhi Sun, Jiajie Guo, Yong Zhuang, Xu Ning, Hong Sun, Miao Liu

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Article in Naunyn-Schmiedeberg's archives of pharmacology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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5 · Who and what money

Authors and funding

8 authors.

Zhonghui Li *Department of Orthopaedics, Affiliated Hospital of Guizhou Medical University, Guiyang, 550004, People's Republic of China.
Weibang Ma *Department of Orthopaedics, Guihang Guiyang Hospital, Guiyang, 550006, People's Republic of China.
Lingzhi SunSchool of Clinical Medicine, Guizhou Medical University, Guiyang, 550004, People's Republic of China.
Jiajie GuoDepartment of Orthopaedics, Affiliated Hospital of Guizhou Medical University, Guiyang, 550004, People's Republic of China.
Yong ZhuangDepartment of Orthopaedics, Affiliated Hospital of Guizhou Medical University, Guiyang, 550004, People's Republic of China.
Xu NingDepartment of Orthopaedics, Affiliated Hospital of Guizhou Medical University, Guiyang, 550004, People's Republic of China. 179451982@qq.com.
Hong SunDepartment of Orthopaedics, Affiliated Hospital of Guizhou Medical University, Guiyang, 550004, People's Republic of China. sunhong002@126.com.
Miao LiuDepartment of Orthopaedics, Affiliated Hospital of Guizhou Medical University, Guiyang, 550004, People's Republic of China. liumiao7257@163.com.

Funding

Basic Research Program of Guizhou Science and Technology Department QKH-ZK [2022] 430the Regional Fund cultivation program of National Natural Science Foundation of Affiliated Hospital of Guizhou Medical University gyfynsfc-2024-36
6 · The paper itself

Abstract

This study aimed to comprehensively characterize the relationship between glycated hemoglobin (HbA1c) and intervertebral disc degeneration (IVDD) by integrating population-level epidemiological profiling, Mendelian randomization (MR) analysis, multi-omics data, and single-cell transcriptomics. The objectives included clarifying the causal effect of HbA1c on IVDD, identifying key HbA1c-related genes, elucidating their cellular and molecular roles in disc degeneration, and exploring potential therapeutic targets. Global Burden of Disease (GBD) 2021 database was used to evaluate the incidence rate of diabetes mellitus (DM) and low back pain (LBP) across the entire global population. To assess the causal effect of HbA1c on IVDD, MR approache was conducted using summary statistics from large genome-wide association studies. Subsequently, integrating cis-eQTL information, bulk RNA sequencing, and single-cell RNA sequencing were performed to identify HbA1c-related genes involved in disc degeneration, and explore their roles along pseudotime differentiation trajectories. Potential associations between hub genes and IVDD, as well as candidate therapeutic compounds targeting these genes, were further evaluated through database screening and molecular docking. The findings from GBD indicated a correlation between diabetes and low back pain in both 1990 and 2021. The results of MR analysis revealed a causal relationship between HbA1c levels and IVDD. After integrated analysis of the eQTLGen database and RNA-seq data, we identified five hub HRGs, including STAT5A, CDKN1C, TRPS1, NME4, and OASL, which have been implicated in multiple biological processes and pathways associated with IVDD. Moreover, the scRNA-seq analysis showed that hub HRGs were associated with specific cell subpopulations in human nucleus pulposus (NP) tissues, such as inflamed chondrocytes, fibrochondrocytes, chondrocytes, and calcifying chondrocytes. Additionally, hub HbA1c related genes (HRGs) have been found to be associated with several DDDs such as back pain, osteoporosis, and spinal stenosis. Meanwhile, 12 drugs, including resveratrol, dexamethasone, and simvastatin, were identified that have the potential to target hub HRGs. This study revealed a causal effect of HbA1c on IVDD and identified five key HbA1c-related genes (STAT5A, CDKN1C, TRPS1, NME4, and OASL) involved in disc degeneration, providing potential targets for future research.

Indexed as

Diabetes MellitusGlycated HemoglobinIntervertebral Disc DegenerationGenome-Wide Association StudyHumansLow Back PainMendelian Randomization AnalysisMolecular Docking SimulationMultiomicsGlycated Hemoglobinhemoglobin A1c protein, humanDiabetes mellitusGlycated hemoglobinIntervertebral disc degenerationLow back painMendelian randomizationMulti-omics study

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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.