Identification of a gene causing human cytochrome c oxidase deficiency by integrative genomics

被引:453
作者
Mootha, VK
Lepage, P
Miller, K
Bunkenborg, J
Reich, M
Hjerrild, M
Delmonte, T
Villeneuve, A
Sladek, R
Xu, FH
Mitchell, GA
Morin, C
Mann, M
Hudson, TJ
Robinson, B
Rioux, JD
Lander, ES
机构
[1] MIT, Ctr Genome Res, Whitehead Inst, Cambridge, MA 02139 USA
[2] McGill Univ, Ctr Hlth, Montreal Genome Ctr, Montreal, PQ H3G 1A4, Canada
[3] MDS Proteom, DK-5230 Odense, Denmark
[4] McGill Univ, Genome Quebec Innovat Ctr, Montreal, PQ H3G 1A4, Canada
[5] Hosp Sick Children, Toronto, ON M5G 1XB, Canada
[6] Hop St Justine, Serv Genet Med, Montreal, PQ H3T 1C5, Canada
[7] Dept Pediat, Chicoutimi, PQ G7H 4A3, Canada
[8] Clin Res Unit, Chicoutimi, PQ G7H 4A3, Canada
[9] MIT, Dept Biol, Cambridge, MA 02138 USA
关键词
D O I
10.1073/pnas.242716699
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Identifying the genes responsible for human diseases requires combining information about gene position with clues about biological function. The recent availability of whole-genome data sets of RNA and protein expression provides powerful new sources of functional insight. Here we illustrate how such data sets can expedite disease-gene discovery, by using them to identify the gene causing Leigh syndrome, French-Canadian type (LSFC, Online Mendelian Inheritance in Man no. 220111), a human cytochrome c oxidase deficiency that maps to chromosome 2p16-21. Using four public RNA expression data sets, we assigned to all human genes a "score" reflecting their similarity in RNA-expression profiles to known mitochondrial genes. Using a large survey of organellar proteomics, we similarly classified human genes according to the likelihood of their protein product being associated with the mitochondrion. By intersecting this information with the relevant genomic region, we identified a single clear candidate gene, LRPPRC. Resequencing identified two mutations on two independent haplotypes, providing definitive genetic proof that LRPPRC indeed causes LSFC. LRPPRC encodes an mRNA-binding protein likely involved with mtDNA transcript processing, suggesting an additional mechanism of mitochondrial pathophysiology. Similar strategies to integrate diverse genomic information can be applied likewise to other disease pathways and will become increasingly powerful with the growing wealth of diverse, functional genomics data.
引用
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页码:605 / 610
页数:6
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