Causal effects among hypertension, osteoporosis, and metabolites: A Mendelian randomization study

BACKGROUND: Studies have looked at the connection between blood metabolites, osteoporosis (OP), and hypertension; however, there is not enough data to pinpoint their precise cause. METHOD: OP and associated traits served as outcomes, with hypertension serving as exposure variable. The main methodology was the random-effects inverse variance weighted (IVW) technique. Horizontal pleiotropy and heterogeneity of outcomes were assessed by sensitivity testing. Lastly, to find putative mediating metabolites, a two-step MR analysis was carried out. RESULTS: IVW analysis revealed a substantial negative connection of hypertension with lumbar spine bone mineral density (OR=0.961, 95%CI: 0.927-0.997, P<0.05) and heel bone mineral density (OR=0.982, 95%CI: 0.971-0.992, P<0.001), as well as a strong positive correlation with OP (OR=1.165, 95%CI: 1.067-1.273, P<0.001). Sensitivity analysis validated the robustness of the results. The blood metabolites (R)-3-hydroxybutyrylcarnitine, 1-(1-enyl-palmitoyl)-GPE (p-16:0), hydroxyasparagine, Adenosine 5'-diphosphate (ADP) to 5-oxoproline ratio, Sphinganine-1-phosphate levels and Sphingosine 1-phosphate levels showed preliminary suggestive mediating effects on the association between hypertension and decreased bone mineral density in statistics. CONCLUSION: Our study revealed a positive correlation between hypertension and OP, and suggested that blood metabolites may play a mediating role in it. These findings provide clues for a deeper understanding of the potential mechanisms between hypertension and bone health, and lay a scientific foundation for exploring targeted intervention strategies in the future.

Authors

Institutions

Publication Details

Journal
Journal of the Chinese Medical Association
Published
2026-06-16
DOI
https://doi.org/10.1097/jcma.0000000000001397
Primary Topic
Bone health and osteoporosis research
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Causal effects among hypertension, osteoporosis, and metabolites: A Mendelian randomization study

Qiyuan Pan, Hong Jin, Zi Wang, Li Chen et al.
Journal of the Chinese Medical Association
Bone health and osteoporosis research
article

Causal effects among hypertension, osteoporosis, and metabolites: A Mendelian randomization study

Qiyuan Pan, Hong Jin, Zi Wang, Li Chen, Yiguo Chen, Y S Yang, W Wang, Xidong Xu, Bing Wei, Yao Su, Zhijun Zhao, Chao Feng, Xiaohua Huang
article en

Abstract

BACKGROUND: Studies have looked at the connection between blood metabolites, osteoporosis (OP), and hypertension; however, there is not enough data to pinpoint their precise cause. METHOD: OP and associated traits served as outcomes, with hypertension serving as exposure variable. The main methodology was the random-effects inverse variance weighted (IVW) technique. Horizontal pleiotropy and heterogeneity of outcomes were assessed by sensitivity testing. Lastly, to find putative mediating metabolites, a two-step MR analysis was carried out. RESULTS: IVW analysis revealed a substantial negative connection of hypertension with lumbar spine bone mineral density (OR=0.961, 95%CI: 0.927-0.997, P<0.05) and heel bone mineral density (OR=0.982, 95%CI: 0.971-0.992, P<0.001), as well as a strong positive correlation with OP (OR=1.165, 95%CI: 1.067-1.273, P<0.001). Sensitivity analysis validated the robustness of the results. The blood metabolites (R)-3-hydroxybutyrylcarnitine, 1-(1-enyl-palmitoyl)-GPE (p-16:0), hydroxyasparagine, Adenosine 5'-diphosphate (ADP) to 5-oxoproline ratio, Sphinganine-1-phosphate levels and Sphingosine 1-phosphate levels showed preliminary suggestive mediating effects on the association between hypertension and decreased bone mineral density in statistics. CONCLUSION: Our study revealed a positive correlation between hypertension and OP, and suggested that blood metabolites may play a mediating role in it. These findings provide clues for a deeper understanding of the potential mechanisms between hypertension and bone health, and lay a scientific foundation for exploring targeted intervention strategies in the future.

Journal of the Chinese Medical Association
First People's Hospital of Chongqing (CN), Chongqing Dazu District People's Hospital (CN)
Good health and well-being
Openalex Percentile: Top 7%
Bone health and osteoporosis research
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.