Back

Inbreeding and gallbladder cancer risk: Homozygosity associations adjusted for indigenous American ancestry, BMI and genetic risk of gallstone disease

Ceballos, F.; Boekstegers, F.; Scherer, D.; Barahona Ponce, C.; Marcelain, K.; Garate-Calderon, V.; Rojas, A.; Munoz, C.; Retamales, J.; de Toro, G.; Vera Kortmann, A.; Barajas, O.; Rivera, M. T.; Cortes, A.; Loader, D.; Saavedra, J.; Gutierrez, L.; Ortega, A.; Bertran, M. E.; Bartolotti, L.; Gabler, F.; Campos, M.; Alvarado, J.; Moisan, F.; Spencer, L.; Nervi, B.; Carvajal-Hausdorf, D.; Losada, H.; Almau, M.; Fernandez, P.; Olloquequi, J.; Rothhammer, F.; Lorenzo Bermejo, J.

2024-04-26 genetics
10.1101/2024.04.22.590517 bioRxiv
Show abstract

Latin Americans have a rich genetic make-up that translates into heterogeneous fractions of the autosomal genome in runs of homozygosity (FROH), and heterogeneous types and proportions of indigenous American ancestry. While autozygosity has been linked to several human diseases, very little is known about the relationship between inbreeding, genetic ancestry and cancer risk in Latin Americans. Chile has one of the highest incidences of gallbladder cancer (GBC) in the world, and here we investigated the association between inbreeding, GBC, gallstone disease (GSD) and body mass index (BMI) in 4029 genetically admixed Chileans. We calculated individual FROH above 1.5 Mb and weighted polygenic risk scores for GSD, and applied multiple logistic regression to assess the association between homozygosity and GBC risk. We found that homozygosity was due to a heterogeneous mixture of genetic drift and consanguinity in the study population. Although we found no association between homozygosity and overall GBC risk, we detected interactions between FROH and sex, age, and genetic risk of GSD on GBC risk. Specifically, the increase in GBC risk per 1% FROH was 19% in men (P-value = 0.002), 30% in those under 60 years of age (P-value = 0.001), and 12% in those with a genetic risk of GSD above the median (P-value = 0.01). The present study highlights the complex interplay between inbreeding, genetic ancestry and genetic risk of GSD in the development of GBC. The applied methodology and our findings underscore the importance of considering the population-specific genetic architecture, along with sex- and age specific-effects, when investigating the genetic basis of complex traits in Latin Americans.

Matching journals

The top 6 journals account for 50% of the predicted probability mass.

50% of probability mass above

"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.