Evidence map›Paper›PMID 41107716›Full record

ArticleClinical proteomics2025

Causal effects and mediation pathways of circulating plasma proteins on osteoporosis: a two-sample and two-step Mendelian randomization study.

Han Wang, Wenchao Zhou, Yizhuan Huang, Yan Li, Kun Zhang

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Article in Clinical proteomics, 2025. 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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4 · The record

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5 · Who and what money

Authors and funding

5 authors.

Han Wang *Acupuncture and massage department, Affiliated Sports Hospital of Chengdu Sport University, No. 251 Wu Hou Ci Da Jie, Si Chuan, Cheng Du, 610041, China.
Wenchao Zhou *Taicang Hospital of traditional Chinese Medicine, Suzhou, 215400, China.
Yizhuan HuangAcupuncture and massage department, Affiliated Sports Hospital of Chengdu Sport University, No. 251 Wu Hou Ci Da Jie, Si Chuan, Cheng Du, 610041, China.
Yan LiAcupuncture and massage department, Affiliated Sports Hospital of Chengdu Sport University, No. 251 Wu Hou Ci Da Jie, Si Chuan, Cheng Du, 610041, China.
Kun ZhangDepartment of Trauma Orthopedics, Shenzhen Longhua District People's Hospital, number38 Jinglong Jianshe Road, Longhua District, Shenzhen, 518100, Guangdong Province, China. szsdzk@126.com.

Funding

Medical and Health Institutions of Longhua District, Shenzhen 2025011Shenzhen Longhua Medical Association 2024LHMA26
6 · The paper itself

Abstract

This study, using a two-sample and two-step Mendelian randomization (MR) approach, reveals a causal relationship between specific circulating plasma proteins and osteoporosis risk, and further identifies key deCODE Genetics plasma proteins (measured in a different population and using an independent proteomic platform) mediating the effects of upstream UKB plasma proteins.Notably, proteins such as NT5C, GREM1, BOLA1, and CCL19 were found to partially mediate the effects of upstream UKB plasma proteins on bone health. These findings shed light on a multi-tiered protein regulatory network underlying osteoporosis and provide potential targets for therapeutic intervention.

introductionOsteoporosis is a multifactorial skeletal disorder characterized by reduced bone mineral density (BMD) and increased fracture risk. Circulating plasma proteins are emerging as potential mediators of bone metabolism, yet their causal roles and inter-protein regulatory mechanisms in osteoporosis remain unclear.

methodsWe conducted a comprehensive two-sample MR study using protein quantitative trait loci (pQTL) data from the UK Biobank Pharma Proteomics Project (UKB; n = 54,219) and deCODE Genetics (n = 35,559) to investigate the causal effects of 2,923 and 4,907 plasma proteins, respectively, on osteoporosis risk (10,461 cases, 473,264 controls from FinnGen). A two-step MR framework was further applied to assess whether deCODE plasma proteins mediated the effects of UKB proteins on osteoporosis. Causal estimates were derived using inverse variance weighted (IVW) as the primary method, with additional sensitivity analyses including MR-Egger, MR-PRESSO, and leave-one-out tests.

resultsEighty-three UKB plasma proteins were causally associated with osteoporosis (FDR < 0.01), including known regulators (e.g.,GALNT3, IL18, IL7R) and novel candidates (e.g., NUDT2,SMOC2). Seven deCODE proteins also showed significant effects, includingGREM1, PRRG4, NT5C, and CCL19. Two-step MR analyses revealed that NT5C, BOLA1, GREM1, and CCL19 significantly mediated the effects of upstream UKB proteins on osteoporosis, with mediation proportions ranging from 3.93% to 17.95%, supporting multi-tiered protein-to-protein causal pathways.

conclusionThis study systematically identifies circulating plasma proteins with causal effects on osteoporosis and highlights key intermediaries mediating these effects. Our findings provide novel insights into protein-mediated regulatory networks in bone metabolism and offer promising targets for future therapeutic interventions.

Indexed as

Mediation analysisMendelian randomizationOsteoporosisPlasma proteinsPQTL

Identifiers

PMID41107716
PMCPMC12533449

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