Proteins linked to autosomal dominant and autosomal recessive disorders harbor characteristic rare missense mutation distribution patterns

被引:36
作者
Turner, Tychele N. [1 ,2 ]
Douville, Christopher [4 ]
Kim, Dewey [4 ]
Stenson, Peter D. [5 ]
Cooper, David N. [5 ]
Chakravarti, Aravinda [2 ]
Karchin, Rachel [3 ,4 ]
机构
[1] Johns Hopkins Univ, Sch Med, McKusick Nathans Inst Genet Med, Predoctoral Training Program Human Genet & Mol Bi, Baltimore, MD 21210 USA
[2] Johns Hopkins Univ, Sch Med, Ctr Complex Dis Genom, Baltimore, MD 21210 USA
[3] Johns Hopkins Univ, Sch Med, Dept Oncol, Baltimore, MD 21210 USA
[4] Johns Hopkins Univ, Inst Computat Med, Dept Biomed Engn, Baltimore, MD 21210 USA
[5] Cardiff Univ, Sch Med, Inst Med Genet, Cardiff CF14 4XN, S Glam, Wales
基金
美国国家科学基金会;
关键词
GENE; DYSPLASIA; SPECTRUM; TOOLS;
D O I
10.1093/hmg/ddv309
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
The role of rare missense variants in disease causation remains difficult to interpret. We explore whether the clustering pattern of rare missense variants (MAF < 0.01) in a protein is associated with mode of inheritance. Mutations in genes associated with autosomal dominant (AD) conditions are known to result in either loss or gain of function, whereas mutations in genes associated with autosomal recessive (AR) conditions invariably result in loss-of-function. Loss-of-function mutations tend to be distributed uniformly along protein sequence, whereas gain-of-function mutations tend to localize to key regions. It has not previously been ascertained whether these patterns hold in general for rare missense mutations. We consider the extent to which rare missense variants are located within annotated protein domains and whether they form clusters, using a new unbiased method called CLUstering by Mutation Position. These approaches quantified a significant difference in clustering between AD and AR diseases. Proteins linked to AD diseases exhibited more clustering of rare missense mutations than those linked to AR diseases (Wilcoxon P = 5.7 x 10(-4), permutation P = 8.4 x 10(-4)). Rare missense mutation in proteins linked to either AD or AR diseases was more clustered than controls (1000G) (Wilcoxon P = 2.8 x 10(-15) for AD and P = 4.5 x 10(-4) for AR, permutation P = 3.1 x 10(-12) for AD and P = 0.03 for AR). The differences in clustering patterns persisted even after removal of the most prominent genes. Testing for such non-random patterns may reveal novel aspects of disease etiology in large sample studies.
引用
收藏
页码:5995 / 6002
页数:8
相关论文
共 30 条
[1]  
Adzhubei Ivan, 2013, Curr Protoc Hum Genet, VChapter 7, DOI 10.1002/0471142905.hg0720s76
[2]  
BELLUS GA, 1995, AM J HUM GENET, V56, P368
[3]   CONTROLLING THE FALSE DISCOVERY RATE - A PRACTICAL AND POWERFUL APPROACH TO MULTIPLE TESTING [J].
BENJAMINI, Y ;
HOCHBERG, Y .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1995, 57 (01) :289-300
[4]   Spectrum of mutations in the gene for autosomal recessive polycystic kidney disease (ARPKD/PKHD1) [J].
Bergmann, C ;
Senderek, J ;
Sedlacek, B ;
Pegiazoglou, I ;
Puglia, P ;
Eggermann, T ;
Rudnik-Schöneborn, S ;
Furu, L ;
Onuchic, LF ;
De Baca, M ;
Germino, GG ;
Guay-Woodford, L ;
Somlo, S ;
Moser, M ;
Büttner, R ;
Zerres, K .
JOURNAL OF THE AMERICAN SOCIETY OF NEPHROLOGY, 2003, 14 (01) :76-89
[5]   The p63 gene in EEC and other syndromes [J].
Brunner, HG ;
Hamel, BCJ ;
van Bokhoven, H .
JOURNAL OF MEDICAL GENETICS, 2002, 39 (06) :377-381
[6]  
Caliski T., 1974, Commun. Stat.-Simul. Comput, V3, P1, DOI [10.1080/03610927408827101, DOI 10.1080/03610927408827101]
[7]   Identifying Mendelian disease genes with the Variant Effect Scoring Tool [J].
Carter, Hannah ;
Douville, Christopher ;
Stenson, Peter D. ;
Cooper, David N. ;
Karchin, Rachel .
BMC GENOMICS, 2013, 14
[8]   Biopython']python: freely available Python']Python tools for computational molecular biology and bioinformatics [J].
Cock, Peter J. A. ;
Antao, Tiago ;
Chang, Jeffrey T. ;
Chapman, Brad A. ;
Cox, Cymon J. ;
Dalke, Andrew ;
Friedberg, Iddo ;
Hamelryck, Thomas ;
Kauff, Frank ;
Wilczynski, Bartek ;
de Hoon, Michiel J. L. .
BIOINFORMATICS, 2009, 25 (11) :1422-1423
[9]   Protein subfamily assignment using the Conserved Domain Database [J].
Fong J.H. ;
Marchler-Bauer A. .
BMC Research Notes, 1 (1)
[10]   Nonsense-mediated mRNA decay in health and disease [J].
Frischmeyer, PA ;
Dietz, HC .
HUMAN MOLECULAR GENETICS, 1999, 8 (10) :1893-1900