Department of Orthopaedics, Xinjiang Uygur Autonomous Region Hospital of Traditional Chinese Medicine, Urumqi, Xinjiang, China.
Medicine (Baltimore). 2024 Jun 28;103(26):e38535. doi: 10.1097/MD.0000000000038535.
To investigate causal associations between diabetes, insulin treatment and osteoporosis using LDSC analysis with a 2-way Mendelian randomization study.
LDSC analysis was used to estimate the likelihood-scale heritability of the genome-wide association study used with genetic correlation between the 2 genome-wide association study used. Then a 2-sample Mendelian randomization study was performed using 3 methods including inverse variance weighted, MR Egger, and weighted median.
The genetic correlation between diabetes, insulin treatment (h2_Z = 3.70, P = 2.16e-4), osteoporosis (h2_Z = 4.93, h2_p = 8.13e-7) and genes was significant. There was a significant genetic correlation (rg = 0.122, P = 0.0211). There was a causal association between diabetes, insulin treatment and osteoporosis [P = 0.003754, OR (95%CI) = 0.998876 (0.998116-0.999636)], while no causal association existed between osteoporosis and insulin use (P = 0.998116-0.999636) causal association existed (P = 0.333244).
There was a strong genetic correlation between diabetes, insulin treatment and osteoporosis, a causal association between diabetes, insulin treatment and osteoporosis, and no causal association between osteoporosis and diabetes, insulin treatment.
通过双向 Mendelian 随机化研究的 LDSC 分析,研究糖尿病、胰岛素治疗与骨质疏松症之间的因果关系。
使用 LDSC 分析估计与全基因组关联研究相关的遗传相关性,从而对全基因组关联研究进行似然尺度遗传力估计。然后使用 3 种方法(包括逆方差加权、MR Egger 和加权中位数)进行两样本 Mendelian 随机化研究。
糖尿病、胰岛素治疗(h2_Z = 3.70,P = 2.16e-4)与骨质疏松症(h2_Z = 4.93,h2_p = 8.13e-7)和基因之间的遗传相关性显著。存在显著的遗传相关性(rg = 0.122,P = 0.0211)。糖尿病、胰岛素治疗与骨质疏松症之间存在因果关系(P = 0.003754,OR(95%CI)= 0.998876(0.998116-0.999636)),而骨质疏松症与胰岛素使用之间不存在因果关系(P = 0.998116-0.999636)因果关系(P = 0.333244)。
糖尿病、胰岛素治疗与骨质疏松症之间存在较强的遗传相关性,糖尿病、胰岛素治疗与骨质疏松症之间存在因果关系,骨质疏松症与糖尿病、胰岛素治疗之间不存在因果关系。