Motivation: Single amino acid variations (SAVs) in protein-protein interaction (PPI) sites play critical roles in diseases. PPI sites (interfaces) have a small subset of residues called hot spots that contribute significantly to the binding energy, and they may form clusters called hot regions. Singlet hot spots are the single amino acid hot spots outside of the hot regions. The distribution of SAVs on the interface residues may be related to their disease association. Results: We performed statistical and structural analyses of SAVs with literature curated experimental thermodynamics data, and demonstrated that SAVs which destabilize PPIs are more likely to be found in singlet hot spots rather than hot regions and energetically less important interface residues. In contrast, non-hot spot residues are significantly enriched in neutral SAVs, which do not affect PPI stability. Surprisingly, we observed that singlet hot spots tend to be enriched in disease-causing SAVs, while benign SAVs significantly occur in non-hot spot residues. Our work demonstrates that SAVs in singlet hot spot residues have significant effect on protein stability and function.
机构:
Harvard Univ, Sch Med, Div Genet, Brigham & Womens Hosp, Boston, MA 02115 USAHarvard Univ, Sch Med, Div Genet, Brigham & Womens Hosp, Boston, MA 02115 USA
Adzhubei, Ivan A.
;
Schmidt, Steffen
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Max Planck Inst Dev Biol, Dept Biochem, Tubingen, GermanyHarvard Univ, Sch Med, Div Genet, Brigham & Womens Hosp, Boston, MA 02115 USA
Schmidt, Steffen
;
Peshkin, Leonid
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机构:
Harvard Univ, Sch Med, Dept Syst Biol, Boston, MA USAHarvard Univ, Sch Med, Div Genet, Brigham & Womens Hosp, Boston, MA 02115 USA
Peshkin, Leonid
;
Ramensky, Vasily E.
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Russian Acad Sci, VA Engelhardt Mol Biol Inst, Moscow, RussiaHarvard Univ, Sch Med, Div Genet, Brigham & Womens Hosp, Boston, MA 02115 USA
Ramensky, Vasily E.
;
Gerasimova, Anna
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Univ Michigan, Inst Life Sci, Ann Arbor, MI USA
Univ Michigan, Dept Ecol & Evolutionary Biol, Ann Arbor, MI USAHarvard Univ, Sch Med, Div Genet, Brigham & Womens Hosp, Boston, MA 02115 USA
Gerasimova, Anna
;
Bork, Peer
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European Mol Biol Lab, Heidelberg, GermanyHarvard Univ, Sch Med, Div Genet, Brigham & Womens Hosp, Boston, MA 02115 USA
Bork, Peer
;
Kondrashov, Alexey S.
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机构:
Univ Michigan, Inst Life Sci, Ann Arbor, MI USA
Univ Michigan, Dept Ecol & Evolutionary Biol, Ann Arbor, MI USAHarvard Univ, Sch Med, Div Genet, Brigham & Womens Hosp, Boston, MA 02115 USA
Kondrashov, Alexey S.
;
Sunyaev, Shamil R.
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Harvard Univ, Sch Med, Div Genet, Brigham & Womens Hosp, Boston, MA 02115 USAHarvard Univ, Sch Med, Div Genet, Brigham & Womens Hosp, Boston, MA 02115 USA
机构:
Canc Res UK London Res Inst, Biomol Modelling Lab, London WC2A 3PX, EnglandCanc Res UK London Res Inst, Biomol Modelling Lab, London WC2A 3PX, England
Agius, Rudi
;
Torchala, Mieczyslaw
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Canc Res UK London Res Inst, Biomol Modelling Lab, London WC2A 3PX, EnglandCanc Res UK London Res Inst, Biomol Modelling Lab, London WC2A 3PX, England
Torchala, Mieczyslaw
;
Moal, Iain H.
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Barcelona Supercomp Ctr, Dept Life Sci, Joint BSC IRB Res Program Computat Biol, Barcelona, SpainCanc Res UK London Res Inst, Biomol Modelling Lab, London WC2A 3PX, England
Moal, Iain H.
;
Fernandez-Recio, Juan
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Barcelona Supercomp Ctr, Dept Life Sci, Joint BSC IRB Res Program Computat Biol, Barcelona, SpainCanc Res UK London Res Inst, Biomol Modelling Lab, London WC2A 3PX, England
Fernandez-Recio, Juan
;
Bates, Paul A.
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Canc Res UK London Res Inst, Biomol Modelling Lab, London WC2A 3PX, EnglandCanc Res UK London Res Inst, Biomol Modelling Lab, London WC2A 3PX, England
机构:
Arizona State Univ, Dept Phys, Tempe, AZ 85287 USAArizona State Univ, Dept Phys, Tempe, AZ 85287 USA
Butler, Brandon M.
;
Gerek, Z. Nevin
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机构:
Temple Univ, Inst Genom & Evolutionary Med, Philadelphia, PA 19122 USAArizona State Univ, Dept Phys, Tempe, AZ 85287 USA
Gerek, Z. Nevin
;
Kumar, Sudhir
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机构:
Temple Univ, Inst Genom & Evolutionary Med, Philadelphia, PA 19122 USA
Temple Univ, Dept Biol, Philadelphia, PA 19122 USA
King Abdulaziz Univ, Ctr Genom Med & Res, Jeddah 21413, Saudi ArabiaArizona State Univ, Dept Phys, Tempe, AZ 85287 USA
Kumar, Sudhir
;
Ozkan, S. Banu
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Arizona State Univ, Dept Phys, Tempe, AZ 85287 USAArizona State Univ, Dept Phys, Tempe, AZ 85287 USA
机构:
Harvard Univ, Sch Med, Div Genet, Brigham & Womens Hosp, Boston, MA 02115 USAHarvard Univ, Sch Med, Div Genet, Brigham & Womens Hosp, Boston, MA 02115 USA
Adzhubei, Ivan A.
;
Schmidt, Steffen
论文数: 0引用数: 0
h-index: 0
机构:
Max Planck Inst Dev Biol, Dept Biochem, Tubingen, GermanyHarvard Univ, Sch Med, Div Genet, Brigham & Womens Hosp, Boston, MA 02115 USA
Schmidt, Steffen
;
Peshkin, Leonid
论文数: 0引用数: 0
h-index: 0
机构:
Harvard Univ, Sch Med, Dept Syst Biol, Boston, MA USAHarvard Univ, Sch Med, Div Genet, Brigham & Womens Hosp, Boston, MA 02115 USA
Peshkin, Leonid
;
Ramensky, Vasily E.
论文数: 0引用数: 0
h-index: 0
机构:
Russian Acad Sci, VA Engelhardt Mol Biol Inst, Moscow, RussiaHarvard Univ, Sch Med, Div Genet, Brigham & Womens Hosp, Boston, MA 02115 USA
Ramensky, Vasily E.
;
Gerasimova, Anna
论文数: 0引用数: 0
h-index: 0
机构:
Univ Michigan, Inst Life Sci, Ann Arbor, MI USA
Univ Michigan, Dept Ecol & Evolutionary Biol, Ann Arbor, MI USAHarvard Univ, Sch Med, Div Genet, Brigham & Womens Hosp, Boston, MA 02115 USA
Gerasimova, Anna
;
Bork, Peer
论文数: 0引用数: 0
h-index: 0
机构:
European Mol Biol Lab, Heidelberg, GermanyHarvard Univ, Sch Med, Div Genet, Brigham & Womens Hosp, Boston, MA 02115 USA
Bork, Peer
;
Kondrashov, Alexey S.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Michigan, Inst Life Sci, Ann Arbor, MI USA
Univ Michigan, Dept Ecol & Evolutionary Biol, Ann Arbor, MI USAHarvard Univ, Sch Med, Div Genet, Brigham & Womens Hosp, Boston, MA 02115 USA
Kondrashov, Alexey S.
;
Sunyaev, Shamil R.
论文数: 0引用数: 0
h-index: 0
机构:
Harvard Univ, Sch Med, Div Genet, Brigham & Womens Hosp, Boston, MA 02115 USAHarvard Univ, Sch Med, Div Genet, Brigham & Womens Hosp, Boston, MA 02115 USA
机构:
Canc Res UK London Res Inst, Biomol Modelling Lab, London WC2A 3PX, EnglandCanc Res UK London Res Inst, Biomol Modelling Lab, London WC2A 3PX, England
Agius, Rudi
;
Torchala, Mieczyslaw
论文数: 0引用数: 0
h-index: 0
机构:
Canc Res UK London Res Inst, Biomol Modelling Lab, London WC2A 3PX, EnglandCanc Res UK London Res Inst, Biomol Modelling Lab, London WC2A 3PX, England
Torchala, Mieczyslaw
;
Moal, Iain H.
论文数: 0引用数: 0
h-index: 0
机构:
Barcelona Supercomp Ctr, Dept Life Sci, Joint BSC IRB Res Program Computat Biol, Barcelona, SpainCanc Res UK London Res Inst, Biomol Modelling Lab, London WC2A 3PX, England
Moal, Iain H.
;
Fernandez-Recio, Juan
论文数: 0引用数: 0
h-index: 0
机构:
Barcelona Supercomp Ctr, Dept Life Sci, Joint BSC IRB Res Program Computat Biol, Barcelona, SpainCanc Res UK London Res Inst, Biomol Modelling Lab, London WC2A 3PX, England
Fernandez-Recio, Juan
;
Bates, Paul A.
论文数: 0引用数: 0
h-index: 0
机构:
Canc Res UK London Res Inst, Biomol Modelling Lab, London WC2A 3PX, EnglandCanc Res UK London Res Inst, Biomol Modelling Lab, London WC2A 3PX, England
机构:
Arizona State Univ, Dept Phys, Tempe, AZ 85287 USAArizona State Univ, Dept Phys, Tempe, AZ 85287 USA
Butler, Brandon M.
;
Gerek, Z. Nevin
论文数: 0引用数: 0
h-index: 0
机构:
Temple Univ, Inst Genom & Evolutionary Med, Philadelphia, PA 19122 USAArizona State Univ, Dept Phys, Tempe, AZ 85287 USA
Gerek, Z. Nevin
;
Kumar, Sudhir
论文数: 0引用数: 0
h-index: 0
机构:
Temple Univ, Inst Genom & Evolutionary Med, Philadelphia, PA 19122 USA
Temple Univ, Dept Biol, Philadelphia, PA 19122 USA
King Abdulaziz Univ, Ctr Genom Med & Res, Jeddah 21413, Saudi ArabiaArizona State Univ, Dept Phys, Tempe, AZ 85287 USA
Kumar, Sudhir
;
Ozkan, S. Banu
论文数: 0引用数: 0
h-index: 0
机构:
Arizona State Univ, Dept Phys, Tempe, AZ 85287 USAArizona State Univ, Dept Phys, Tempe, AZ 85287 USA