Skip to main content
SLU publication database (SLUpub)
Research article - Peer-reviewed, 2023

Bayesian mixed model analysis uncovered 21 risk loci for chronic kidney disease in boxer dogs

Lingaas, Frode; Tengvall, Katarina; Jansen, Johan Hogset; Pelander, Lena; Hurst, Maria H.; Meuwissen, Theo; Karlsson, Asa; Meadows, Jennifer R. S.; Sundstrom, Elisabeth; Thoresen, Stein Istre; Arnet, Ellen Froysadal; Guttersrud, Ole Albert; Kierczak, Marcin; Hytonen, Marjo K.; Lohi, Hannes; Hedhammar, Ake; Lindblad-Toh, Kerstin; Wang, Chao

Abstract

Author summaryChronic kidney disease (CKD) is described as a set of heterogeneous disorders affecting kidney structure and function. CKD is common in dogs and has been diagnosed in nearly all breeds. In this study, we identified 21 genetic regions associated with CKD in a boxer population and investigated the relevant genes and putative regulatory variants in these regions. Studies of canine CKD may help to better understand the pathology of kidney disease in both dogs and humans, and shows an important potential for early identification of high-risk individuals.Chronic kidney disease (CKD) affects 10% of the human population, with only a small fraction genetically defined. CKD is also common in dogs and has been diagnosed in nearly all breeds, but its genetic basis remains unclear. Here, we performed a Bayesian mixed model genome-wide association analysis for canine CKD in a boxer population of 117 canine cases and 137 controls, and identified 21 genetic regions associated with the disease. At the top markers from each CKD region, the cases carried an average of 20.2 risk alleles, significantly higher than controls (15.6 risk alleles). An ANOVA test showed that the 21 CKD regions together explained 57% of CKD phenotypic variation in the population. Based on whole genome sequencing data of 20 boxers, we identified 5,206 variants in LD with the top 50 BayesR markers. Following comparative analysis with human regulatory data, 17 putative regulatory variants were identified and tested with electrophoretic mobility shift assays. In total four variants, three intronic variants from the MAGI2 and GALNT18 genes, and one variant in an intergenic region on chr28, showed alternative binding ability for the risk and protective alleles in kidney cell lines. Many genes from the 21 CKD regions, RELN, MAGI2, FGFR2 and others, have been implicated in human kidney development or disease. The results from this study provide new information that may enlighten the etiology of CKD in both dogs and humans.

Published in

PLOS GENETICS
2023, Volume: 19, number: 1, article number: e1010599
Publisher: PUBLIC LIBRARY SCIENCE