Human-specific small insertions and deletions (HS indels, with lengths <100 bp) are reported to be ubiquitous in the human genome. However, whether these indels contribute to human-specific traits remains unclear. Here we employ a modified McDonald-Kreitman (MK) test and a combinatorial population genetics approach to infer, respectively, the occurrence of positive selection and recent selective sweep events associated with HS indels. We first extract 625,890 HS indels from the human-chimpanzee-macaque-mouse multiple alignments and classify them into nonpolymorphic (41%) and polymorphic (59%) indels with reference to the human indel polymorphism data. The modified MK test is then applied to 100-kb partially overlapped sliding windows across the human genome to scan for the signs of positive selection. After excluding the possibility of biased gene conversion and controlling for false discovery rate, we show that HS indels are potentially positively selected in about 10 Mb of the human genome. Furthermore, the indel-associated positively selected regions overlap with genes more often than expected. However, our result suggests that the potential targets of positive selection are located in noncoding regions. Meanwhile, we also demonstrate that the genomic regions surrounding HS indels are more frequently involved in recent selective sweep than the other regions. In addition, HS indels are associated with distinct recent selective sweep events in different human subpopulations. Our results suggest that HS indels may have been associated with human adaptive changes at both the species level and the subpopulation level.
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Broad Inst MIT & Harvard, Cambridge, MA 02142 USA
Harvard Univ, Ctr Syst Biol, Dept Organism & Evolutionary Biol, Cambridge, MA 02138 USABroad Inst MIT & Harvard, Cambridge, MA 02142 USA
Xue, James R.
Mackay-Smith, Ava
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Yale Sch Med, Dept Genet, New Haven, CT 06510 USABroad Inst MIT & Harvard, Cambridge, MA 02142 USA
Mackay-Smith, Ava
Mouri, Kousuke
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Jackson Lab, Bar Harbor, ME USABroad Inst MIT & Harvard, Cambridge, MA 02142 USA
Mouri, Kousuke
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Garcia, Meilin Fernandez
Dong, Michael X.
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Uppsala Univ, Dept Med Biochem & Microbiol, Sci Life Lab, Uppsala, SwedenBroad Inst MIT & Harvard, Cambridge, MA 02142 USA
Dong, Michael X.
Akers, Jared F.
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Yale Sch Med, Dept Genet, New Haven, CT 06510 USABroad Inst MIT & Harvard, Cambridge, MA 02142 USA
Akers, Jared F.
Noble, Mark
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Yale Sch Med, Dept Genet, New Haven, CT 06510 USABroad Inst MIT & Harvard, Cambridge, MA 02142 USA
Noble, Mark
Li, Xue
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Broad Inst MIT & Harvard, Cambridge, MA 02142 USA
UMass Chan Med Sch, Program Bioinformat & Integrat Biol, Worcester, MA USA
UMass Chan Med Sch, Program Mol Med, Worcester, MA USABroad Inst MIT & Harvard, Cambridge, MA 02142 USA
Li, Xue
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Lindblad-Toh, Kerstin
Karlsson, Elinor K.
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Broad Inst MIT & Harvard, Cambridge, MA 02142 USA
UMass Chan Med Sch, Program Bioinformat & Integrat Biol, Worcester, MA USA
UMass Chan Med Sch, Program Mol Med, Worcester, MA USABroad Inst MIT & Harvard, Cambridge, MA 02142 USA
Karlsson, Elinor K.
Noonan, James P.
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Yale Sch Med, Dept Genet, New Haven, CT 06510 USA
Yale Sch Med, Dept Neurosci, New Haven, CT USA
Yale Univ, Dept Ecol & Evolutionary Biol, New Haven, CT USABroad Inst MIT & Harvard, Cambridge, MA 02142 USA
Noonan, James P.
Capellini, Terence D.
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Broad Inst MIT & Harvard, Cambridge, MA 02142 USA
Harvard Univ, Human Evolutionary Biol, Cambridge, MA USABroad Inst MIT & Harvard, Cambridge, MA 02142 USA
Capellini, Terence D.
Brennand, Kristen J.
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Yale Sch Med, Dept Genet, New Haven, CT 06510 USA
Yale Univ, Dept Psychiat, New Haven, CT USABroad Inst MIT & Harvard, Cambridge, MA 02142 USA
Brennand, Kristen J.
Tewhey, Ryan
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Jackson Lab, Bar Harbor, ME USA
Univ Maine, Grad Sch Biomed Sci & Engn, Orono, ME USA
Tufts Univ, Grad Sch Biomed Sci, Sch Med, Boston, MA USABroad Inst MIT & Harvard, Cambridge, MA 02142 USA
Tewhey, Ryan
Sabeti, Pardis C.
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Broad Inst MIT & Harvard, Cambridge, MA 02142 USA
Harvard Univ, Ctr Syst Biol, Dept Organism & Evolutionary Biol, Cambridge, MA 02138 USA
Howard Hughes Med Inst, Chevy Chase, MD USA
Harvard TH Chan Sch Publ Hlth, Dept Immunol & Infect Dis, Boston, MA USABroad Inst MIT & Harvard, Cambridge, MA 02142 USA
Sabeti, Pardis C.
Reilly, Steven K.
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Yale Sch Med, Dept Genet, New Haven, CT 06510 USABroad Inst MIT & Harvard, Cambridge, MA 02142 USA
Reilly, Steven K.
Zoonomia Consortium
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机构:Broad Inst MIT & Harvard, Cambridge, MA 02142 USA
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Penn State Univ, Dept Anthropol, University Pk, PA 16802 USAPenn State Univ, Dept Anthropol, University Pk, PA 16802 USA
Hernandez, Margarita
Perry, George H.
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Penn State Univ, Dept Anthropol, University Pk, PA 16802 USA
Penn State Univ, Dept Biol, University Pk, PA 16802 USA
Penn State Univ, Huck Inst Life Sci, University Pk, PA 16802 USAPenn State Univ, Dept Anthropol, University Pk, PA 16802 USA