Integration of genome-wide association and extant brain expression QTL identifies candidate genes influencing prepulse inhibition in inbred F1 mice

Quantitative trait locus mapping identifies a locus linked to striatal dopamine and points to collagen IV alpha-6 chain as a novel regulator of striatal axonal branching in mice

Dopaminergic neurons (DA neurons) are controlled by multiple factors, many involved in neurological disease. Parkinson's disease motor symptoms are caused by the demise of nigral DA neurons, leading to loss of striatal dopamine (DA). Here, we measured DA concentration in the dorsal striatum of 32 members of Collaborative Cross (CC) family and their eight founder strains. Striatal DA varied greatly in founders, and differences were highly heritable in the inbred CC progeny. We identified a locus, containing 164 genes, linked to DA concentration in the dorsal striatum on chromosome X. We used RNAseq profiling of the ventral midbrain of two founders with substantial difference in striatal DA-C56BL/6 J and A/J-to highlight potential protein-coding candidates modulating this trait. Among the five differentially expressed genes within the locus, we found that the gene coding for the collagen IV alpha 6 chain (Col4a6) was expressed nine times less in A/J than in C57BL/6J. Using single cell RNA-seq data from developing human midbrain, we found that COL4A6 is highly expressed in radial glia-like cells and neuronal progenitors, indicating a role in neuronal development. Collagen IV alpha-6 chain (COL4A6) controls axogenesis in simple model organisms. Consistent with these findings, A/J mice had less striatal axonal branching than C57BL/6J mice. We tentatively conclude that DA concentration and axonal branching in dorsal striatum are modulated by COL4A6, possibly during development. Our study shows that genetic mapping based on an easily measured Central Nervous System (CNS) trait, using the CC population, combined with follow-up observations, can parse heritability of such a trait, and nominate novel functions for commonly expressed proteins.

FAM171B is a novel polyglutamine protein widely expressed in the mammalian brain

Mutation in proteins containing polyglutamine (polyQ) tracts has been shown to underlie a number of severe human neurodegenerative disorders such as Huntington's Disease and Spinocerebellar Ataxia. In this study, we identify and describe FAM171B as a novel polyQ protein containing fourteen consecutive glutamine residues in its National Center for Biotechnology Information (NCBI) referenced sequence. Utilizing western blotting, in situ hybridization, and immunohistochemistry, we demonstrate that FAM171B is widely expressed in mouse brain with pronounced localization in the hippocampus, cerebellum, and cerebral cortex. Furthermore, immunofluorescence experiments reveal that FAM171B predominantly localizes to vesicle-like structures in the cytoplasm of neurons. Finally, bioinformatic analysis suggests that FAM171B is robustly expressed in human brain, and (similar to other polyQ disease genes) its polyQ tract is polymorphic within the general human population. Thus, as a polyQ protein that is expressed in brain, FAM171B should be considered a candidate gene for an as yet molecularly uncharacterized neurodegenerative disease.

Biomarker discovery in attention deficit hyperactivity disorder: RNA sequencing of whole blood in discordant twin and case-controlled cohorts

Background

A variety of DNA-based methods have been applied to identify genetic markers of attention deficit hyperactivity disorder (ADHD), but the connection to RNA-based gene expression has not been fully exploited.

Methods

Using well defined cohorts of discordant, monozygotic twins from the Michigan State University Twin Registry, and case-controlled ADHD cases in adolescents, the present studies utilized advanced single molecule RNA sequencing to identify expressed changes in whole blood RNA in ADHD. Multiple analytical strategies were employed to narrow differentially expressed RNA targets to a small set of potential biomarkers of ADHD.

Results

RNA markers common to both the discordant twin study and case-controlled subjects further narrowed the putative targets, some of which had been previously associated with ADHD at the DNA level. The potential role of several differentially expressed genes, including ABCB5, RGS2, GAK, GIT1 and 3 members of the galactose metabolism pathway (GALE, GALT, GALK1) are substantiated by prior associations to ADHD and by established mechanistic connections to molecular pathways relevant to ADHD and behavioral control.

Conclusions

The convergence of DNA, RNA, and metabolic data suggests these may be promising targets for diagnostics and therapeutics in ADHD.

Behavioral Effects of Neuronal, Parent-specific Commd1 Knockout in Mice

In this study we focused on gene expression and behavioral differences in mice with brain-specific Commd1 knockout. Commd1 is an imprinted gene with preferential maternal expression, residing within a larger genomic region previously found to affect sensorimotor gating. In this study, individuals harboring a conditional Commd1 mutant allele were bred with Syn1-Cre animals, paying special attention to the parent of origin of the Commd1 mutation. Analysis of mRNA levels of Commd1 and phenotypic tests, including the open field, sensorimotor gating, and the forced swim test, were conducted on offspring with either maternally or paternally derived Commd1 knockout. We found that measurable Commd1 mRNA knockout occurred only in the maternally derived line and affected stereotypy and depressive-like behavior without differences in total locomotion compared to controls. Interestingly, we found that maternal knockout animals exhibited decreased time swimming and increased time immobile when compared to maternal and paternal wild type, and paternal knockout animals. However, there were no differences in climbing behavior between genotypes. This study demonstrates an in vivo behavioral role for Commd1 for the first time and demonstrates the need for careful interpretation of experimental results involving Cre-based knockout systems.

Genome-wide association study of behavioral, physiological and gene expression traits in outbred CFW mice

Although mice are the most widely used mammalian model organism, genetic studies have suffered from limited mapping resolution due to extensive linkage disequilibrium (LD) that is characteristic of crosses among inbred strains. Carworth Farms White (CFW) mice are a commercially available outbred mouse population that exhibit rapid LD decay in comparison to other available mouse populations. We performed a genome-wide association study (GWAS) of behavioral, physiological and gene expression phenotypes using 1,200 male CFW mice. We used genotyping by sequencing (GBS) to obtain genotypes at 92,734 SNPs. We also measured gene expression using RNA sequencing in three brain regions. Our study identified numerous behavioral, physiological and expression quantitative trait loci (QTLs). We integrated the behavioral QTL and eQTL results to implicate specific genes, including Azi2 in sensitivity to methamphetamine and Zmynd11 in anxiety-like behavior. The combination of CFW mice, GBS and RNA sequencing constitutes a powerful approach to GWAS in mice.