Genome-Wide Scan for Signatures of Human Population Differentiation and Their Relationship with Natural Selection, Functional Pathways and Diseases

被引:32
作者
Amato, Roberto
Pinelli, Michele
Monticelli, Antonella
Marino, Davide
Miele, Gennaro
Cocozza, Sergio
机构
[1] Gruppo Interdipartimentale di Bioinformatica e Biologia Computazionale, Università di Napoli Federico II, Università di Salerno, Naples
[2] Dipartimento di Scienze Fisiche, Università degli Studi di Napoli Federico II, Naples
[3] Dipartimento di Biologia e Patologia Cellulare e Molecolare L. Califano, Università degli Studi di Napoli Federico II, Naples
[4] Istituto di Endocrinologia ed Oncologia Sperimentale, CNR Napoli, Naples
[5] Istituto Nazionale di Fisica Nucleare, Sezione di Napoli, Naples
关键词
SET ENRICHMENT ANALYSIS; POSITIVE SELECTION; PURIFYING SELECTION; COMMON DISEASE; GENE; DIVERSITY; EVOLUTION; VARIANTS; SIGNALS; RISK;
D O I
10.1371/journal.pone.0007927
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
070301 [无机化学]; 070403 [天体物理学]; 070507 [自然资源与国土空间规划学]; 090105 [作物生产系统与生态工程];
摘要
Genetic differences both between individuals and populations are studied for their evolutionary relevance and for their potential medical applications. Most of the genetic differentiation among populations are caused by random drift that should affect all loci across the genome in a similar manner. When a locus shows extraordinary high or low levels of population differentiation, this may be interpreted as evidence for natural selection. The most used measure of population differentiation was devised by Wright and is known as fixation index, or F-ST. We performed a genome-wide estimation of F-ST on about 4 millions of SNPs from HapMap project data. We demonstrated a heterogeneous distribution of F-ST values between autosomes and heterochromosomes. When we compared the F-ST values obtained in this study with another evolutionary measure obtained by comparative interspecific approach, we found that genes under positive selection appeared to show low levels of population differentiation. We applied a gene set approach, widely used for microarray data analysis, to detect functional pathways under selection. We found that one pathway related to antigen processing and presentation showed low levels of F-ST, while several pathways related to cell signalling, growth and morphogenesis showed high F-ST values. Finally, we detected a signature of selection within genes associated with human complex diseases. These results can help to identify which process occurred during human evolution and adaptation to different environments. They also support the hypothesis that common diseases could have a genetic background shaped by human evolution.
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页数:8
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