The Genetic Architecture of CCl4-induced Liver Fibrosis in Mice
Liver fibrosis is a multifactorial trait that develops in response to chronic liver injury. Our aim was to characterize the genetic architecture of carbon tetrachloride (CCl4)-induced liver fibrosis using the Hybrid Mouse Diversity Panel (HMDP), a panel of over 100 genetically distinct mouse strains optimized for genome wide association studies and systems genetics. Chronic liver injury was induced by CCl4 injections twice weekly for six weeks. 437 mice received CCl4 and 256 received vehicle, after which animals were sacrificed for liver histology and gene expression. Using automated digital image analysis, we quantified fibrosis as the collagen proportionate area % (CPA%) of the whole section, excluding normal collagen. We discovered broad variation in fibrosis among the HMDP strains, demonstrating a significant genetic influence on this trait, with an estimated heritability (H2) of 44%. Genome-wide association analyses revealed significant and suggestive loci underlying susceptibility to fibrosis, some of which overlapped with loci identified in mouse crosses and human population studies. Liver global gene expression was assessed by RNA sequencing, and gene set enrichment analyses identified the underlying pathways, of which stellate cell involvement was prominent. We also performed expression quantitative trait locus analyses to identify strong causal candidate genes. Our results provide a rich resource for the design of experiments to understand mechanisms underlying fibrosis and for rational strain selection when testing anti-fibrotic drugs. Overall design: Mice from 99 mouse strains were injected with either olive oil or CCl4 to induce liver fibrosis; the livers were harvested and RNA extracted from the tissue was used to prepare sequencing libraries. Paired-end sequencing (2x75) was performed.