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Assessing the causal relationship between plasma proteins and osteoporosis: novel insights into pathological mechanisms and therapeutic implications.
Wang, Liang; Guo, Xiangyun; Qin, Jinran; Jin, Zikai; Liu, Qingqing; Sun, Chuanrui; Sun, Kai; Li, Linghui; Wei, Xu; Zhang, Yili.
Affiliation
  • Wang L; School of Integrated Chinese and Western Medicine, Nanjing University of Chinese Medicine, Nanjing, 210023, Jiangsu, China.
  • Guo X; School of Integrated Chinese and Western Medicine, Nanjing University of Chinese Medicine, Nanjing, 210023, Jiangsu, China.
  • Qin J; School of Integrated Chinese and Western Medicine, Nanjing University of Chinese Medicine, Nanjing, 210023, Jiangsu, China.
  • Jin Z; Wangjing Hospital, China Academy of Chinese Medical Sciences, Beijing, 100102, China.
  • Liu Q; School of Integrated Chinese and Western Medicine, Nanjing University of Chinese Medicine, Nanjing, 210023, Jiangsu, China.
  • Sun C; Wangjing Hospital, China Academy of Chinese Medical Sciences, Beijing, 100102, China.
  • Sun K; Wangjing Hospital, China Academy of Chinese Medical Sciences, Beijing, 100102, China.
  • Li L; Wangjing Hospital, China Academy of Chinese Medical Sciences, Beijing, 100102, China.
  • Wei X; Wangjing Hospital, China Academy of Chinese Medical Sciences, Beijing, 100102, China. weixu.007@163.com.
  • Zhang Y; School of Integrated Chinese and Western Medicine, Nanjing University of Chinese Medicine, Nanjing, 210023, Jiangsu, China. zhangyili823@126.com.
Osteoporos Int ; 2024 Aug 09.
Article in En | MEDLINE | ID: mdl-39120624
ABSTRACT
Identifying dysregulated plasma proteins in osteoporosis (OP) progression offers insights into prevention and treatment. This study found 8 such proteins associated with OP, suggesting them as therapy targets. This discovery may cut drug development costs and improve personalized treatments.

PURPOSE:

This study aims to identify potential therapeutic targets for OP using summary data-based Mendelian randomization (SMR) and colocalization analysis methods. Furthermore, we seek to explore the biological significance and pharmacological value of these drug targets.

METHODS:

To identify potential therapeutic targets for OP, we conducted SMR and colocalization analysis. Plasma protein (pQTL, exposure) data were sourced from the study by Ferkingstad et al. (n = 35,559). Summary statistics for bone mineral density (BMD, outcome) were obtained from the GWAS Catalog (n = 56,284). Additionally, we utilized enrichment analysis, protein-protein interaction (PPI) network analysis, drug prediction, and molecular docking to further analyze the biological significance and pharmacological value of these drug targets.

RESULTS:

In the SMR analysis, while 20 proteins showed significance, only 8 potential drug targets (GCKR, ERBB3, CFHR1, GPN1, SDF2, VTN, BET1L, and SERPING1) received support from colocalization (PP.H4 > 0.8). These proteins are closely associated with immune function in terms of biological significance. Molecular docking also demonstrated favorable binding of drugs to proteins, consistent with existing structural data, further substantiating the pharmacological value of these targets.

CONCLUSIONS:

The study identified 8 potential drug targets for OP. These prospective targets are believed to have a higher chance of success in clinical trials, thus aiding in prioritizing OP drug development and reducing development costs.
Key words

Full text: 1 Collection: 01-internacional Database: MEDLINE Language: En Journal: Osteoporos Int Journal subject: METABOLISMO / ORTOPEDIA Year: 2024 Type: Article Affiliation country: China

Full text: 1 Collection: 01-internacional Database: MEDLINE Language: En Journal: Osteoporos Int Journal subject: METABOLISMO / ORTOPEDIA Year: 2024 Type: Article Affiliation country: China