Genome-Wide Association Study Finds Multiple Loci Associated with Intraocular Pressure in HS Rats

Fowler, S.; Wang, T.; Munro, D.; Kumar, A.; Chitre, A. S.; Hollingsworth, T.; Martinez, A. G.; St.Pierre, C. L.; Bimschleger, H.; Gao, J.; Cheng, R.; Mohammadi, P.; Chen, H.; Palmer, A. A.; Polesskaya, O.; Jablonski, M. M.

doi:10.1101/2022.08.16.503865

bioRxiv · 10.1101/2022.08.16.503865

Genome-Wide Association Study Finds Multiple Loci Associated with Intraocular Pressure in HS Rats

Fowler, S.·Wang, T.·Munro, D.·Kumar, A.·Chitre, A. S.·Hollingsworth, T.·Martinez, A. G.·St.Pierre, C. L.·Bimschleger, H.·Gao, J.·Cheng, R.·Mohammadi, P.·Chen, H.·Palmer, A. A.·Polesskaya, O.·Jablonski, M. M.

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Abstract

Elevated intraocular pressure (IOP) is influenced by environmental and genetic factors. Increased IOP is a major risk factor for most types of glaucoma, including primary open angle glaucoma (POAG). Investigating the genetic basis of IOP may lead to a better understanding of the molecular mechanisms of POAG. The goal of this study was to identify genetic loci involved in regulating IOP using outbred heterogeneous stock (HS) rats. HS rats are a multigenerational outbred population derived from eight inbred strains that have been fully sequenced. This population is ideal for genome-wide association studies (GWASs) owing to the accumulated recombinations among well-defined haplotypes, the relatively high allele frequencies, the accessibility to a large collection of tissue samples, and the large allelic effect size compared to human studies. Both male and female HS rats (N=1,812) were used in the study. Genotyping-by-sequencing was used to obtain ~3.5 million single nucleotide polymorphisms (SNP) from each individual. SNP heritability for IOP in HS rats was 0.32, which agrees with other studies. We performed a GWAS for the IOP phenotype using a linear mixed model and used permutation to determine a genome-wide significance threshold. We identified three genome-wide significant loci for IOP on chromosomes 1, 5, and 16. Next, we sequenced the mRNA of 51 whole eye samples to find cis-eQTLs to aid in identification of candidate genes. We report 5 candidate genes within those loci: Tyr, Ctsc, Plekhf2, Ndufaf6 and Angpt2. Tyr, Ndufaf6 and Angpt2 genes have been previously implicated by human GWAS of IOP-related conditions. Ctsc and Plekhf2 genes represent novel findings that may provide new insight into the molecular basis of IOP. This study highlights the efficacy of HS rats for investigating the genetics of elevated IOP and identifying potential candidate genes for future functional testing. Contribution to the field statementGlaucoma is the leading cause of irreversible blindness worldwide. Intraocular pressure (IOP) is the only known modifiable risk factor. This study describes results of the genome-wide association study (GWAS) performed in outbred rats that identifies known and novel genes involved in IOP regulation. To our knowledge, this is the first GWAS performed for IOP in a rat model. Identifying novel candidate genes in the rat model provides insight into the risk factors for glaucoma in humans and potential pharmacological targets for regulating IOP. The rat model is advantageous for studying natural variations in IOP, controlling environmental exposures, and providing easier access to tissue that can be used in phenotyping and gene expression in future studies.

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Fowler, S., Wang, T., Munro, D., Kumar, A., Chitre, A. S., Hollingsworth, T., Martinez, A. G., St.Pierre, C. L., Bimschleger, H., Gao, J., Cheng, R., Mohammadi, P., Chen, H., Palmer, A. A., Polesskaya, O., Jablonski, M. M.. 2022-08-17. Genome-Wide Association Study Finds Multiple Loci Associated with Intraocular Pressure in HS Rats. https://doi.org/10.1101/2022.08.16.503865

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