Identifying Potentially Beneficial Genetic Mutations Associated with Monophyletic Selective Sweep and a Proof-of-Concept Study with Viral Genetic Data
被引:2
作者:
Furuse, Yuki
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机构:
Kyoto Univ, Inst Frontier Life & Med Sci, Kyoto, Japan
Kyoto Univ, Hakubi Ctr Adv Res, Kyoto, JapanKyoto Univ, Inst Frontier Life & Med Sci, Kyoto, Japan
Furuse, Yuki
[1
,2
]
机构:
[1] Kyoto Univ, Inst Frontier Life & Med Sci, Kyoto, Japan
Genetic mutations play a central role in evolution. For a significantly beneficial mutation, a one-time mutation event suffices for the species to prosper and predominate through the process called "monophyletic selective sweep." However, existing methods that rely on counting the number of mutation events to detect selection are unable to find such a mutation in selective sweep. We here introduce a method to detect mutations at the single amino acid/nucleotide level that could be responsible for monophyletic selective sweep evolution. The method identifies a genetic signature associated with selective sweep using the population genetic test statistic Tajima's D. We applied the algorithm to ebolavirus, influenza A virus, and severe acute respiratory syndrome coronavirus 2 to identify known biologically significant mutations and unrecognized mutations associated with potential selective sweep. The method can detect beneficial mutations, possibly leading to discovery of previously unknown biological functions and mechanisms related to those mutations. IMPORTANCE In biology, research on evolution is important to understand the significance of genetic mutation. When there is a significantly beneficial mutation, a population of species with the mutation prospers and predominates, in a process called "selective sweep." However, there are few methods that can find such a mutation causing selective sweep from genetic data. We here introduce a novel method to detect such mutations. Applying the method to the genomes of ebolavirus, influenza viruses, and the novel coronavirus, we detected known biologically significant mutations and identified mutations the importance of which is previously unrecognized. The method can deepen our understanding of molecular and evolutionary biology.
机构:
Cornell Univ, Weill Med Coll, Dept Pediat, New York, NY 10021 USA
Cornell Univ, Weill Med Coll, Dept Microbiol & Immunol, New York, NY 10021 USACornell Univ, Weill Med Coll, Dept Pediat, New York, NY 10021 USA
机构:
Univ Stellenbosch, Dept Math Sci, ZA-7600 Stellenbosch, South Africa
MRC, Biomed Informat Res Div, eHlth Res & Innovat Platform, Tygerberg, South Africa
Univ Cape Town, Inst Infect Dis & Mol Med, Computat Biol Grp, ZA-7925 Cape Town, South AfricaUniv Stellenbosch, Dept Math Sci, ZA-7600 Stellenbosch, South Africa
Murrell, Ben
;
Moola, Sasha
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机构:
Univ Stellenbosch, Dept Math Sci, ZA-7600 Stellenbosch, South Africa
Univ Cape Town, Inst Infect Dis & Mol Med, Computat Biol Grp, ZA-7925 Cape Town, South AfricaUniv Stellenbosch, Dept Math Sci, ZA-7600 Stellenbosch, South Africa
Moola, Sasha
;
Mabona, Amandla
论文数: 0引用数: 0
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机构:
Univ Stellenbosch, Dept Math Sci, ZA-7600 Stellenbosch, South Africa
Univ Cape Town, Dept Math & Appl Math, ZA-7925 Cape Town, South AfricaUniv Stellenbosch, Dept Math Sci, ZA-7600 Stellenbosch, South Africa
Mabona, Amandla
;
Weighill, Thomas
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机构:
Univ Stellenbosch, Dept Math Sci, ZA-7600 Stellenbosch, South AfricaUniv Stellenbosch, Dept Math Sci, ZA-7600 Stellenbosch, South Africa
Weighill, Thomas
;
Sheward, Daniel
论文数: 0引用数: 0
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机构:
Univ Cape Town, Inst Infect Dis & Mol Med, Div Med Virol, ZA-7925 Cape Town, South AfricaUniv Stellenbosch, Dept Math Sci, ZA-7600 Stellenbosch, South Africa
Sheward, Daniel
;
Pond, Sergei L. Kosakovsky
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Dept Med, San Diego, CA 92103 USAUniv Stellenbosch, Dept Math Sci, ZA-7600 Stellenbosch, South Africa
Pond, Sergei L. Kosakovsky
;
Scheffler, Konrad
论文数: 0引用数: 0
h-index: 0
机构:
Univ Stellenbosch, Dept Math Sci, ZA-7600 Stellenbosch, South Africa
Univ Calif San Diego, Dept Med, San Diego, CA 92103 USAUniv Stellenbosch, Dept Math Sci, ZA-7600 Stellenbosch, South Africa
机构:
MRC, Biomed Informat Res Div, Tygerberg, South Africa
Univ Stellenbosch, Dept Math Sci, Div Comp Sci, ZA-7600 Stellenbosch, South AfricaMRC, Biomed Informat Res Div, Tygerberg, South Africa
Murrell, Ben
;
Wertheim, Joel O.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Dept Pathol, La Jolla, CA 92093 USAMRC, Biomed Informat Res Div, Tygerberg, South Africa
Wertheim, Joel O.
;
Moola, Sasha
论文数: 0引用数: 0
h-index: 0
机构:
Univ Stellenbosch, Dept Math Sci, Div Comp Sci, ZA-7600 Stellenbosch, South AfricaMRC, Biomed Informat Res Div, Tygerberg, South Africa
Moola, Sasha
;
Weighill, Thomas
论文数: 0引用数: 0
h-index: 0
机构:
Univ Stellenbosch, Dept Math Sci, Div Comp Sci, ZA-7600 Stellenbosch, South AfricaMRC, Biomed Informat Res Div, Tygerberg, South Africa
Weighill, Thomas
;
Scheffler, Konrad
论文数: 0引用数: 0
h-index: 0
机构:
Univ Stellenbosch, Dept Math Sci, Div Comp Sci, ZA-7600 Stellenbosch, South Africa
Univ Calif San Diego, Dept Med, La Jolla, CA 92093 USAMRC, Biomed Informat Res Div, Tygerberg, South Africa
Scheffler, Konrad
;
Pond, Sergei L. Kosakovsky
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Dept Med, La Jolla, CA 92093 USAMRC, Biomed Informat Res Div, Tygerberg, South Africa
机构:
Cornell Univ, Weill Med Coll, Dept Pediat, New York, NY 10021 USA
Cornell Univ, Weill Med Coll, Dept Microbiol & Immunol, New York, NY 10021 USACornell Univ, Weill Med Coll, Dept Pediat, New York, NY 10021 USA
机构:
Univ Stellenbosch, Dept Math Sci, ZA-7600 Stellenbosch, South Africa
MRC, Biomed Informat Res Div, eHlth Res & Innovat Platform, Tygerberg, South Africa
Univ Cape Town, Inst Infect Dis & Mol Med, Computat Biol Grp, ZA-7925 Cape Town, South AfricaUniv Stellenbosch, Dept Math Sci, ZA-7600 Stellenbosch, South Africa
Murrell, Ben
;
Moola, Sasha
论文数: 0引用数: 0
h-index: 0
机构:
Univ Stellenbosch, Dept Math Sci, ZA-7600 Stellenbosch, South Africa
Univ Cape Town, Inst Infect Dis & Mol Med, Computat Biol Grp, ZA-7925 Cape Town, South AfricaUniv Stellenbosch, Dept Math Sci, ZA-7600 Stellenbosch, South Africa
Moola, Sasha
;
Mabona, Amandla
论文数: 0引用数: 0
h-index: 0
机构:
Univ Stellenbosch, Dept Math Sci, ZA-7600 Stellenbosch, South Africa
Univ Cape Town, Dept Math & Appl Math, ZA-7925 Cape Town, South AfricaUniv Stellenbosch, Dept Math Sci, ZA-7600 Stellenbosch, South Africa
Mabona, Amandla
;
Weighill, Thomas
论文数: 0引用数: 0
h-index: 0
机构:
Univ Stellenbosch, Dept Math Sci, ZA-7600 Stellenbosch, South AfricaUniv Stellenbosch, Dept Math Sci, ZA-7600 Stellenbosch, South Africa
Weighill, Thomas
;
Sheward, Daniel
论文数: 0引用数: 0
h-index: 0
机构:
Univ Cape Town, Inst Infect Dis & Mol Med, Div Med Virol, ZA-7925 Cape Town, South AfricaUniv Stellenbosch, Dept Math Sci, ZA-7600 Stellenbosch, South Africa
Sheward, Daniel
;
Pond, Sergei L. Kosakovsky
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Dept Med, San Diego, CA 92103 USAUniv Stellenbosch, Dept Math Sci, ZA-7600 Stellenbosch, South Africa
Pond, Sergei L. Kosakovsky
;
Scheffler, Konrad
论文数: 0引用数: 0
h-index: 0
机构:
Univ Stellenbosch, Dept Math Sci, ZA-7600 Stellenbosch, South Africa
Univ Calif San Diego, Dept Med, San Diego, CA 92103 USAUniv Stellenbosch, Dept Math Sci, ZA-7600 Stellenbosch, South Africa
机构:
MRC, Biomed Informat Res Div, Tygerberg, South Africa
Univ Stellenbosch, Dept Math Sci, Div Comp Sci, ZA-7600 Stellenbosch, South AfricaMRC, Biomed Informat Res Div, Tygerberg, South Africa
Murrell, Ben
;
Wertheim, Joel O.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Dept Pathol, La Jolla, CA 92093 USAMRC, Biomed Informat Res Div, Tygerberg, South Africa
Wertheim, Joel O.
;
Moola, Sasha
论文数: 0引用数: 0
h-index: 0
机构:
Univ Stellenbosch, Dept Math Sci, Div Comp Sci, ZA-7600 Stellenbosch, South AfricaMRC, Biomed Informat Res Div, Tygerberg, South Africa
Moola, Sasha
;
Weighill, Thomas
论文数: 0引用数: 0
h-index: 0
机构:
Univ Stellenbosch, Dept Math Sci, Div Comp Sci, ZA-7600 Stellenbosch, South AfricaMRC, Biomed Informat Res Div, Tygerberg, South Africa
Weighill, Thomas
;
Scheffler, Konrad
论文数: 0引用数: 0
h-index: 0
机构:
Univ Stellenbosch, Dept Math Sci, Div Comp Sci, ZA-7600 Stellenbosch, South Africa
Univ Calif San Diego, Dept Med, La Jolla, CA 92093 USAMRC, Biomed Informat Res Div, Tygerberg, South Africa
Scheffler, Konrad
;
Pond, Sergei L. Kosakovsky
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Dept Med, La Jolla, CA 92093 USAMRC, Biomed Informat Res Div, Tygerberg, South Africa