ArticlePloS one2022
A bidirectional Mendelian randomization study supports the causal effects of a high basal metabolic rate on colorectal cancer risk.
Article in PloS one, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
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Who cites it
9 citing papers in PubMed, 15 citations in OpenAlex.
- Causal associations among albumin, C-reactive protein, body mass index, and the risk of colorectal cancer.Discover oncology · 2025Article
- Sex-specific Mendelian randomization phenome-wide association study of basal metabolic rate.Scientific reports · 2025Article
- The Causal Effect of Basal Metabolic Rate on Type 2 Diabetes: A Two-Sample Mendelian Randomization Study.Journal of diabetes research · 2025Article
- Causal factors for osteoarthritis risk revealed by mendelian randomization analysis.Aging clinical and experimental research · 2024Review
- Basal metabolic rate is associated with increased risk of gout: a Mendelian randomization study.Clinical rheumatology · 2024Article
- Causal Effects of Basal Metabolic Rate on Cardiovascular Disease: A Bidirectional Mendelian Randomization Study.Journal of the American Heart Association · 2024Article
- Basal metabolic rate mediates the causal relationship between gut microbiota and osteoarthritis: a two-step bidirectional Mendelian randomization study.Frontiers in microbiology · 2024Article
- The association between basal metabolic rate and osteoarthritis: a Mendelian randomization study.BMC medical genomics · 2023Article
- Genetically predicted basal metabolic rate and venous thromboembolism risk: a Mendelian randomization study.Frontiers in nutrition · 2023Article
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Authors and funding
4 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
purposeWe conducted a bidirectional two-sample Mendelian randomization (MR) study to determine whether genetically predicted basal metabolic rate (BMR) was a causal risk factor for colorectal cancer (CRC) or whether a genetically predicted CRC risk can influence the BMR level (i.e., reverse causation).
methodsWe employed 1,040 genetic variants as proxies for BMR to obtain effect estimates on CRC risk. Another 58 CRC-associated variants were used to estimate effects on BMR levels. Stratified analysis by tumor site was used to examine the causal associations between BMR and colon/rectal cancer risk.
resultsThe inverse variance weighted (IVW) method indicated a significant causal effect of genetically determined BMR on CRC risk (ORSD = 1.27, 95% CI = 1.07-1.51). No significant reverse causal association was identified between genetically increased CRC risk and BMR levels [IVW (β = 0, 95% CI = -0.01 to 0)]. The results of MR-Egger and the weighted median method were consistent with the IVW method. Stratified analysis by CRC sites identified significant causal associations between BMR and colon cancer [IVW (ORSD = 1.45, 95% CI = 1.16-1-80)], and null evidence of a causal association between BMR and rectal cancer risk was found (p > 0.05).
conclusionOur findings add to the current literature by validating a positive relationship between high BMR levels and CRC risk instead of reverse causality. The genetically predicted BMR level was causally associated with colon cancer risk but not rectal cancer risk.
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