TY - JOUR
T1 - Network analysis of mitonuclear GWAS reveals functional networks and tissue expression profiles of disease-associated genes
AU - Johnson, Simon C
AU - Gonzalez, Brenda
AU - Zhang, Quanwei
AU - Milholland, Brandon
AU - Zhang, Zhengdong
AU - Suh, Yousin
PY - 2017/1
Y1 - 2017/1
N2 - While mitochondria have been linked to many human diseases through genetic association and functional studies, the precise role of mitochondria in specific pathologies, such as cardiovascular, neurodegenerative, and metabolic diseases, is often unclear. Here, we take advantage of the catalog of human genome-wide associations, whole-genome tissue expression and expression quantitative trait loci datasets, and annotated mitochondrial proteome databases to examine the role of common genetic variation in mitonuclear genes in human disease. Through pathway-based analysis we identified distinct functional pathways and tissue expression profiles associated with each of the major human diseases. Among our most striking findings, we observe that mitonuclear genes associated with cancer are broadly expressed among human tissues and largely represent one functional process, intrinsic apoptosis, while mitonuclear genes associated with other diseases, such as neurodegenerative and metabolic diseases, show tissue-specific expression profiles and are associated with unique functional pathways. These results provide new insight into human diseases using unbiased genome-wide approaches.
AB - While mitochondria have been linked to many human diseases through genetic association and functional studies, the precise role of mitochondria in specific pathologies, such as cardiovascular, neurodegenerative, and metabolic diseases, is often unclear. Here, we take advantage of the catalog of human genome-wide associations, whole-genome tissue expression and expression quantitative trait loci datasets, and annotated mitochondrial proteome databases to examine the role of common genetic variation in mitonuclear genes in human disease. Through pathway-based analysis we identified distinct functional pathways and tissue expression profiles associated with each of the major human diseases. Among our most striking findings, we observe that mitonuclear genes associated with cancer are broadly expressed among human tissues and largely represent one functional process, intrinsic apoptosis, while mitonuclear genes associated with other diseases, such as neurodegenerative and metabolic diseases, show tissue-specific expression profiles and are associated with unique functional pathways. These results provide new insight into human diseases using unbiased genome-wide approaches.
KW - Alleles
KW - Cardiovascular Diseases/genetics
KW - Cell Nucleus/genetics
KW - DNA, Mitochondrial/genetics
KW - Gene Ontology
KW - Gene Regulatory Networks
KW - Genetic Predisposition to Disease/genetics
KW - Genome, Human
KW - Genome-Wide Association Study
KW - Humans
KW - Inflammation/genetics
KW - Metabolic Diseases/genetics
KW - Neoplasms/genetics
KW - Neurodegenerative Diseases/genetics
KW - Organ Specificity
KW - Polymorphism, Single Nucleotide
KW - Protein Interaction Mapping
KW - Quantitative Trait Loci
KW - Sequence Analysis, RNA
KW - Transcriptome
U2 - 10.1007/s00439-016-1736-9
DO - 10.1007/s00439-016-1736-9
M3 - Article
C2 - 27704213
SN - 0340-6717
VL - 136
SP - 55
EP - 65
JO - Human Genetics
JF - Human Genetics
IS - 1
ER -