著者

Mako Nagayoshi Asahi Hishida Tomonori Shimizu Yasufumi Kato Yoko Kubo Rieko Okada Takashi Tamura Jun Otonari Hiroaki Ikezaki Megumi Hara Yuichiro Nishida Isao Oze Yuriko N. Koyanagi Yohko Nakamura Miho Kusakabe Rie Ibusuki Keiichi Shibuya Sadao Suzuki Takeshi Nishiyama Teruhide Koyama Etsuko Ozaki Kiyonori Kuriki Naoyuki Takashima Yasuyuki Nakamura Sakurako Katsuura-Kamano Kokichi Arisawa Masahiro Nakatochi Yukihide Momozawa Kenji Takeuchi Kenji Wakai

出版者

Japan Epidemiological Association

雑誌

Journal of Epidemiology (ISSN:09175040)

巻号頁・発行日

pp.JE20220154, (Released:2023-01-28)

参考文献数

54

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Background: Although many observational studies have demonstrated significant relationships between obesity and cardiometabolic traits, the causality of these relationships in East Asians remains to be elucidated.Methods: We conducted individual-level Mendelian randomization (MR) analyses targeting 14,083 participants in the Japan Multi-Institutional Collaborative Cohort Study, and two-sample MR analyses using summary statistics based on genome-wide association study data from 173,430 Japanese. Using 83 body mass index-related loci, genetic risk scores (GRS) for BMI were calculated, and the effects of BMI on cardiometabolic traits were examined for individual-level MR analyses by the two-stage least squares estimator method. The β-coefficients and standard errors for the per-allele association of each single-nucleotide polymorphism as well as all outcomes, or odds ratios with 95% confidence intervals were calculated in the two-sample MR analyses.Results: In individual-level MR analyses, the GRS of BMI was not significantly associated with any cardiometabolic traits. In two-sample MR analyses, higher BMI was associated with higher risks of higher blood pressure, triglycerides, uric acid, lower high-density-lipoprotein cholesterol and eGFR. The associations of BMI with type 2 diabetes in two-sample MR analyses were inconsistent by different methods, including the directions.Conclusions: The results of this study suggest that, even among the Japanese, an East Asian population with low levels of obesity, higher BMI could be causally associated with the development of a variety of cardiometabolic traits. Causality in those associations should be clarified in future studies with larger populations, especially those of BMI with type 2 diabetes.