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Nonalcoholic Fatty Liver Disease and Estimated Insulin Resistance in Obese Youth: A Mendelian Randomization Analysis
- Publication Year :
- 2020
-
Abstract
- ContextNonalcoholic fatty liver disease (NAFLD) is associated with insulin resistance (IR) and predicts type 2 diabetes. Currently, it is uncertain whether NAFLD may directly cause IR or vice versa.ObjectiveTo test the hypothesis that NAFLD is causally related to IR.Design and MethodsWe performed a Mendelian randomization (MR) in 904 obese children/adolescents using an NAFLD-related genetic risk score (GRS) as an instrumental variable. We assessed NAFLD by ultrasonography and IR by homeostasis model assessment (HOMA-IR). We also interrogated the MAGIC Consortium dataset of 46 186 adults to assess the association between PNPLA3 rs738409 (ie, the most robust NAFLD-related polymorphism) and HOMA-IR, and we performed a 2-sample MR with 2 large datasets to test reverse causation (HOMA-IR increasing the risk of NAFLD).ResultsNonalcoholic fatty liver disease prevalence increased by 20% for every increase in the GRS (β-coefficient = 0.20, P < 0.001), and NAFLD was associated with ln-HOMA-IR (β-coefficient = 0.28, P < 0.001). Thus, the expected increase in ln-HOMA-IR for every increase in the GRS (expected β-coefficient) was 0.056 (0.28*0.20) in the case of complete NAFLD-HOMA-IR causal association, and 0.042 in the case of 75% causality. In our cohort, the GRS did not predict ln-HOMA-IR (β-coefficient = 0.007, P = 0.75). In the MAGIC cohort, the PNPLA3 rs738409 did not associate with ln-HOMA-IR. The 2-sample MR failed to show a causal association between ln-HOMA-IR and NAFLD.ConclusionsOur study shows that genetically-influenced NAFLD does not increase HOMA-IR, and genetically-influenced HOMA-IR does not increase the risk of NAFLD. Shared pathogenic pathways or NAFLD subtypes not “captured” by our MR design might underpin the association between NAFLD and HOMA-IR.
- Subjects :
- 0301 basic medicine
Male
medicine.medical_specialty
Pediatric Obesity
Adolescent
Endocrinology, Diabetes and Metabolism
Clinical Biochemistry
Context (language use)
Type 2 diabetes
Comorbidity
Biochemistry
Gastroenterology
Childhood obesity
03 medical and health sciences
0302 clinical medicine
Endocrinology
Insulin resistance
Non-alcoholic Fatty Liver Disease
Internal medicine
NAFLD
insulin resistance
Mendelian randomization
Nonalcoholic fatty liver disease
Prevalence
Medicine
Humans
causal association
Child
Ultrasonography
business.industry
Biochemistry (medical)
Mendelian Randomization Analysis
medicine.disease
030104 developmental biology
Cohort
030211 gastroenterology & hepatology
Female
business
childhood obesity
Subjects
Details
- Language :
- English
- Database :
- OpenAIRE
- Accession number :
- edsair.doi.dedup.....5dd56dc0acaaed4655815a24fbf92ff8