Related Experiment Video
Updated: Sep 10, 2025

Sample Preparation to Bioinformatics Analysis of DNA Methylation: Association Strategy for Obesity and Related Trait Studies
Published on: May 6, 2022
Age-specific childhood obesity and adult cholelithiasis: association and shared transcriptomic bases
Lihua Liu1, Lu Zhang1,2, Yiwen Liao1
1Department of Maternal and Child Health, West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, China.
Insights
Childhood obesity, particularly at specific ages, causally links to adult gallstones. Early obesity intervention is key, with the MLXIPL gene potentially offering therapeutic targets for preventing gallstones.
Area of Science:
- Genetics and Epidemiology
- Public Health
- Metabolic Disorders
Background:
- The association between obesity and cholelithiasis (gallstones) is established.
- The causal link between age-specific childhood obesity and adult gallstones remains unclear.
- The biological mechanisms underlying this association are poorly understood, hindering targeted prevention.
Purpose of the Study:
- To investigate the causal relationship between age-specific childhood body mass index (BMI) and adult cholelithiasis.
- To explore the shared genetic and transcriptomic signals underlying this association.
- To identify potential biological pathways for targeted interventions.
Main Methods:
- Utilized genome-wide association study (GWAS) summary statistics for childhood BMI across 12 time points and adult cholelithiasis.
- Employed linkage disequilibrium score regression (LDSC) for genetic correlation analysis.
- Conducted two-sample and multivariable Mendelian randomization (MR), summary-based MR (SMR), transcriptome-wide association studies (TWAS), and Bayesian colocalization.
Main Results:
- Significant genetic correlations were found between 11 age-specific childhood BMIs and adult cholelithiasis.
- MR analyses confirmed causal relationships between BMI at birth and several childhood time points (8 months, 1.5, 7, and 8 years) and adult cholelithiasis.
- The MLXIPL gene was identified as the strongest overlapping transcriptomic signal.
Conclusions:
- Provides evidence for a causal link between childhood obesity at key developmental stages and adult gallstone formation.
- Highlights the importance of early childhood obesity interventions.
- Identifies MLXIPL gene expression as a potential biological pathway for therapeutic strategies against both conditions.
Objectives:
The association between obesity and cholelithiasis has been identified. However, the causal relationship between age-specific childhood obesity and adult cholelithiasis remains unclear. In addition, the biological basis for the association between childhood obesity and adult cholelithiasis is poorly understood, which poses a challenge for preventing adult cholelithiasis in specific biological pathways.
Methods:
Summary statistics of genome-wide association studies (GWASs) of childhood age-specific body mass index (BMI) at 12 time points and adult cholelithiasis derived from FinnGen were used in this study, with the former covering data from birth to 8 years. Linkage disequilibrium score regression (LDSC) analyses were used to assess the genetic correlations of age-specific childhood BMI to cholelithiasis. Two-sample Mendelian randomization (MR) and multivariable Mendelian randomization (MVMR) analyses were utilized to explore the causal associations. As downstream analyses, summary-based Mendelian randomization (SMR) analyses, transcriptome-wide association studies (TWAS), and Bayesian colocalization were conducted to discover the shared transcriptomic signals. The GWAS summary statistics of cholelithiasis from the UK Biobank were used for sensitivity analyses.
Results:
LDSC analyses revealed significant genetic correlations between 11 age-specific childhood BMIs and adult cholelithiasis (except for birth BMI). Two-sample MR and MVMR analyses indicated causal relationships between birth BMI and BMI at 8 months, 1.5 years, 7 years, and 8 years after birth and adult cholelithiasis. SMR, TWAS, and colocalization analyses identified MLXIPL as the strongest overlapping signal between age-specific BMI and adult cholelithiasis.
Conclusion:
This study provides new evidence on the relationships between childhood obesity and adult cholelithiasis, highlighting the role of early intervention for obesity in childhood at key time points. MLXIPL gene expression was identified as a potential biological pathway, suggesting potential therapeutic targets and precise intervention strategies for childhood obesity and adult cholelithiasis.
Related Concept Videos
Obesity
Cholesterol: Significance and Regulation
Considering cholesterol and...
Diseases of the Liver and Gallbladder
Cirrhosis is characterized by the scarring of hepatic lobules in the liver, which are replaced by fibrous tissue, affecting the liver's normal functioning. NAFLD, on the other hand, is caused by an excessive build-up of fat in the liver, not...
Genomic Imprinting and Inheritance
The expression of some genes depends on which parent passed the gene to the offspring, through a phenomenon known as...
Lethal Alleles
Lucien Cuénot discovered lethal alleles in 1905 while studying the inheritance of coat color in mice. The agouti gene is responsible for the color of the coat in mice. This gene codes for an agouti-signaling protein, which is responsible for melanin distribution in mammals. The wild-type allele gives rise to gray-brown coat color in mice, while the mutant allele gives rise to yellow coat color. In addition to coat color, the agouti gene is associated with the yellow...

