Conflict between organisms can lead to a reciprocal adaptation that manifests as an increased evolutionary rate in genes mediating the conflict. This adaptive signature has been observed in RNA-interference (RNAi) pathway genes involved in the suppression of viruses and transposable elements in Drosophila melanogaster, suggesting that a subset of Drosophila RNAi genes may be locked in an arms race with these parasites. However, it is not known whether rapid evolution of RNAi genes is a general phenomenon across invertebrates, or which RNAi genes generally evolve adaptively. Here we use population genomic data from eight invertebrate species to infer rates of adaptive sequence evolution, and to test for past and ongoing selective sweeps in RNAi genes. We assess rates of adaptive protein evolution across species using a formal meta-analytic framework to combine data across species and by implementing a multispecies generalized linear mixed model of mutation counts. Across species, we find that RNAi genes display a greater rate of adaptive protein substitution than other genes, and that this is primarily mediated by positive selection acting on the genes most likely to defend against viruses and transposable elements. In contrast, evidence for recent selective sweeps is broadly spread across functional classes of RNAi genes and differs substantially among species. Finally, we identify genes that exhibit elevated adaptive evolution across the analyzed insect species, perhaps due to concurrent parasite-mediated arms races.
机构:
Cold Spring Harbor Lab, Howard Hughes Med Inst, Watson Sch Biol Sci, Cold Spring Harbor, NY 11724 USACold Spring Harbor Lab, Howard Hughes Med Inst, Watson Sch Biol Sci, Cold Spring Harbor, NY 11724 USA
Czech, Benjamin
Malone, Colin D.
论文数: 0引用数: 0
h-index: 0
机构:
Cold Spring Harbor Lab, Howard Hughes Med Inst, Watson Sch Biol Sci, Cold Spring Harbor, NY 11724 USACold Spring Harbor Lab, Howard Hughes Med Inst, Watson Sch Biol Sci, Cold Spring Harbor, NY 11724 USA
Malone, Colin D.
Zhou, Rui
论文数: 0引用数: 0
h-index: 0
机构:
Harvard Univ, Sch Med, Dept Genet, Howard Hughes Med Inst, Boston, MA 02115 USACold Spring Harbor Lab, Howard Hughes Med Inst, Watson Sch Biol Sci, Cold Spring Harbor, NY 11724 USA
Zhou, Rui
论文数: 引用数:
h-index:
机构:
Stark, Alexander
Schlingeheyde, Catherine
论文数: 0引用数: 0
h-index: 0
机构:
Cold Spring Harbor Lab, Howard Hughes Med Inst, Watson Sch Biol Sci, Cold Spring Harbor, NY 11724 USACold Spring Harbor Lab, Howard Hughes Med Inst, Watson Sch Biol Sci, Cold Spring Harbor, NY 11724 USA
Schlingeheyde, Catherine
Dus, Monica
论文数: 0引用数: 0
h-index: 0
机构:
Cold Spring Harbor Lab, Howard Hughes Med Inst, Watson Sch Biol Sci, Cold Spring Harbor, NY 11724 USACold Spring Harbor Lab, Howard Hughes Med Inst, Watson Sch Biol Sci, Cold Spring Harbor, NY 11724 USA
Dus, Monica
Perrimon, Norbert
论文数: 0引用数: 0
h-index: 0
机构:
Harvard Univ, Sch Med, Dept Genet, Howard Hughes Med Inst, Boston, MA 02115 USACold Spring Harbor Lab, Howard Hughes Med Inst, Watson Sch Biol Sci, Cold Spring Harbor, NY 11724 USA
Perrimon, Norbert
Kellis, Manolis
论文数: 0引用数: 0
h-index: 0
机构:
MIT, Broad Inst, Cambridge, MA 02141 USA
Harvard Univ, Broad Inst, Cambridge, MA 02141 USACold Spring Harbor Lab, Howard Hughes Med Inst, Watson Sch Biol Sci, Cold Spring Harbor, NY 11724 USA
Kellis, Manolis
Wohlschlegel, James A.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, David Geffen Sch Med, Dept Biol Chem, Los Angeles, CA 90095 USACold Spring Harbor Lab, Howard Hughes Med Inst, Watson Sch Biol Sci, Cold Spring Harbor, NY 11724 USA
Wohlschlegel, James A.
Sachidanandam, Ravi
论文数: 0引用数: 0
h-index: 0
机构:
Cold Spring Harbor Lab, Howard Hughes Med Inst, Watson Sch Biol Sci, Cold Spring Harbor, NY 11724 USACold Spring Harbor Lab, Howard Hughes Med Inst, Watson Sch Biol Sci, Cold Spring Harbor, NY 11724 USA
Sachidanandam, Ravi
Hannon, Gregory J.
论文数: 0引用数: 0
h-index: 0
机构:
Cold Spring Harbor Lab, Howard Hughes Med Inst, Watson Sch Biol Sci, Cold Spring Harbor, NY 11724 USACold Spring Harbor Lab, Howard Hughes Med Inst, Watson Sch Biol Sci, Cold Spring Harbor, NY 11724 USA
Hannon, Gregory J.
Brennecke, Julius
论文数: 0引用数: 0
h-index: 0
机构:
Cold Spring Harbor Lab, Howard Hughes Med Inst, Watson Sch Biol Sci, Cold Spring Harbor, NY 11724 USACold Spring Harbor Lab, Howard Hughes Med Inst, Watson Sch Biol Sci, Cold Spring Harbor, NY 11724 USA
机构:
Univ Cambridge, Li Ka Shing Ctr, Canc Res UK, Cambridge Inst, Cambridge CB2 0RE, EnglandUniv Cambridge, Li Ka Shing Ctr, Canc Res UK, Cambridge Inst, Cambridge CB2 0RE, England
Czech, Benjamin
Hannon, Gregory J.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Cambridge, Li Ka Shing Ctr, Canc Res UK, Cambridge Inst, Cambridge CB2 0RE, EnglandUniv Cambridge, Li Ka Shing Ctr, Canc Res UK, Cambridge Inst, Cambridge CB2 0RE, England
机构:
Cold Spring Harbor Lab, Howard Hughes Med Inst, Watson Sch Biol Sci, Cold Spring Harbor, NY 11724 USACold Spring Harbor Lab, Howard Hughes Med Inst, Watson Sch Biol Sci, Cold Spring Harbor, NY 11724 USA
Czech, Benjamin
Preall, Jonathan B.
论文数: 0引用数: 0
h-index: 0
机构:
Cold Spring Harbor Lab, Howard Hughes Med Inst, Watson Sch Biol Sci, Cold Spring Harbor, NY 11724 USACold Spring Harbor Lab, Howard Hughes Med Inst, Watson Sch Biol Sci, Cold Spring Harbor, NY 11724 USA
Preall, Jonathan B.
McGinn, Jon
论文数: 0引用数: 0
h-index: 0
机构:
Cold Spring Harbor Lab, Howard Hughes Med Inst, Watson Sch Biol Sci, Cold Spring Harbor, NY 11724 USACold Spring Harbor Lab, Howard Hughes Med Inst, Watson Sch Biol Sci, Cold Spring Harbor, NY 11724 USA
McGinn, Jon
Hannon, Gregory J.
论文数: 0引用数: 0
h-index: 0
机构:
Cold Spring Harbor Lab, Howard Hughes Med Inst, Watson Sch Biol Sci, Cold Spring Harbor, NY 11724 USACold Spring Harbor Lab, Howard Hughes Med Inst, Watson Sch Biol Sci, Cold Spring Harbor, NY 11724 USA
机构:
Univ Cambridge, WellcomeTrust Canc Res UKGurdon Inst, Cambridge CB2 1QN, England
Univ Cambridge, Dept Biochem, Cambridge CB2 1GA, England
Univ Gottingen, GZMB, Fac Biol, PhD Program, D-37077 Gottingen, GermanyUniv Cambridge, WellcomeTrust Canc Res UKGurdon Inst, Cambridge CB2 1QN, England
Das, Partha P.
Bagijn, Marloes P.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Cambridge, WellcomeTrust Canc Res UKGurdon Inst, Cambridge CB2 1QN, England
Univ Cambridge, Dept Oncol, Cambridge CB2 2XZ, EnglandUniv Cambridge, WellcomeTrust Canc Res UKGurdon Inst, Cambridge CB2 1QN, England
Bagijn, Marloes P.
Goldstein, Leonard D.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Cambridge, Dept Oncol, Cambridge CB2 2XZ, England
Cambridge Res Inst, Li Ka Shing Ctr, Canc Res UK, Cambridge CB2 0RE, England
Univ Cambridge, Dept Appl Math & Theoret Phys, Ctr Math Sci, Cambridge CB3 0WA, EnglandUniv Cambridge, WellcomeTrust Canc Res UKGurdon Inst, Cambridge CB2 1QN, England
Goldstein, Leonard D.
Woolford, Julie R.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Cambridge, WellcomeTrust Canc Res UKGurdon Inst, Cambridge CB2 1QN, England
Univ Cambridge, Dept Biochem, Cambridge CB2 1GA, EnglandUniv Cambridge, WellcomeTrust Canc Res UKGurdon Inst, Cambridge CB2 1QN, England
Woolford, Julie R.
Lehrbach, Nicolas J.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Cambridge, WellcomeTrust Canc Res UKGurdon Inst, Cambridge CB2 1QN, England
Univ Cambridge, Dept Biochem, Cambridge CB2 1GA, EnglandUniv Cambridge, WellcomeTrust Canc Res UKGurdon Inst, Cambridge CB2 1QN, England
Lehrbach, Nicolas J.
Sapetschnig, Alexandra
论文数: 0引用数: 0
h-index: 0
机构:
Univ Cambridge, WellcomeTrust Canc Res UKGurdon Inst, Cambridge CB2 1QN, England
Univ Cambridge, Dept Biochem, Cambridge CB2 1GA, EnglandUniv Cambridge, WellcomeTrust Canc Res UKGurdon Inst, Cambridge CB2 1QN, England
Sapetschnig, Alexandra
Buhecha, Heeran R.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Cambridge, WellcomeTrust Canc Res UKGurdon Inst, Cambridge CB2 1QN, England
Univ Cambridge, Dept Biochem, Cambridge CB2 1GA, EnglandUniv Cambridge, WellcomeTrust Canc Res UKGurdon Inst, Cambridge CB2 1QN, England
Buhecha, Heeran R.
Gilchrist, Michael J.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Cambridge, WellcomeTrust Canc Res UKGurdon Inst, Cambridge CB2 1QN, EnglandUniv Cambridge, WellcomeTrust Canc Res UKGurdon Inst, Cambridge CB2 1QN, England
Gilchrist, Michael J.
Howe, Kevin L.
论文数: 0引用数: 0
h-index: 0
机构:
Cambridge Res Inst, Li Ka Shing Ctr, Canc Res UK, Cambridge CB2 0RE, EnglandUniv Cambridge, WellcomeTrust Canc Res UKGurdon Inst, Cambridge CB2 1QN, England
Howe, Kevin L.
Stark, Rory
论文数: 0引用数: 0
h-index: 0
机构:
Cambridge Res Inst, Li Ka Shing Ctr, Canc Res UK, Cambridge CB2 0RE, EnglandUniv Cambridge, WellcomeTrust Canc Res UKGurdon Inst, Cambridge CB2 1QN, England
Stark, Rory
Matthewss, Nik
论文数: 0引用数: 0
h-index: 0
机构:
Cambridge Res Inst, Li Ka Shing Ctr, Canc Res UK, Cambridge CB2 0RE, EnglandUniv Cambridge, WellcomeTrust Canc Res UKGurdon Inst, Cambridge CB2 1QN, England
Matthewss, Nik
Berezilkov, Eugene
论文数: 0引用数: 0
h-index: 0
机构:
Hubrecht Inst, NL-3584 CT Utrecht, NetherlandsUniv Cambridge, WellcomeTrust Canc Res UKGurdon Inst, Cambridge CB2 1QN, England
Berezilkov, Eugene
Ketting, Ren F.
论文数: 0引用数: 0
h-index: 0
机构:
Hubrecht Inst, NL-3584 CT Utrecht, NetherlandsUniv Cambridge, WellcomeTrust Canc Res UKGurdon Inst, Cambridge CB2 1QN, England
Ketting, Ren F.
Tavare, Simon
论文数: 0引用数: 0
h-index: 0
机构:
Univ Cambridge, Dept Oncol, Cambridge CB2 2XZ, England
Cambridge Res Inst, Li Ka Shing Ctr, Canc Res UK, Cambridge CB2 0RE, England
Univ Cambridge, Dept Appl Math & Theoret Phys, Ctr Math Sci, Cambridge CB3 0WA, EnglandUniv Cambridge, WellcomeTrust Canc Res UKGurdon Inst, Cambridge CB2 1QN, England
Tavare, Simon
Miska, Eric A.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Cambridge, WellcomeTrust Canc Res UKGurdon Inst, Cambridge CB2 1QN, England
Univ Cambridge, Dept Biochem, Cambridge CB2 1GA, EnglandUniv Cambridge, WellcomeTrust Canc Res UKGurdon Inst, Cambridge CB2 1QN, England
机构:
Broad Inst Harvard & MIT, Program Med & Populat Genet, Cambridge, MA USABroad Inst Harvard & MIT, Program Med & Populat Genet, Cambridge, MA USA
DePristo, Mark A.
Banks, Eric
论文数: 0引用数: 0
h-index: 0
机构:
Broad Inst Harvard & MIT, Program Med & Populat Genet, Cambridge, MA USABroad Inst Harvard & MIT, Program Med & Populat Genet, Cambridge, MA USA
Banks, Eric
Poplin, Ryan
论文数: 0引用数: 0
h-index: 0
机构:
Broad Inst Harvard & MIT, Program Med & Populat Genet, Cambridge, MA USABroad Inst Harvard & MIT, Program Med & Populat Genet, Cambridge, MA USA
Poplin, Ryan
Garimella, Kiran V.
论文数: 0引用数: 0
h-index: 0
机构:
Broad Inst Harvard & MIT, Program Med & Populat Genet, Cambridge, MA USABroad Inst Harvard & MIT, Program Med & Populat Genet, Cambridge, MA USA
Garimella, Kiran V.
Maguire, Jared R.
论文数: 0引用数: 0
h-index: 0
机构:
Broad Inst Harvard & MIT, Program Med & Populat Genet, Cambridge, MA USABroad Inst Harvard & MIT, Program Med & Populat Genet, Cambridge, MA USA
Maguire, Jared R.
Hartl, Christopher
论文数: 0引用数: 0
h-index: 0
机构:
Broad Inst Harvard & MIT, Program Med & Populat Genet, Cambridge, MA USABroad Inst Harvard & MIT, Program Med & Populat Genet, Cambridge, MA USA
Hartl, Christopher
Philippakis, Anthony A.
论文数: 0引用数: 0
h-index: 0
机构:
Broad Inst Harvard & MIT, Program Med & Populat Genet, Cambridge, MA USA
Brigham & Womens Hosp, Boston, MA 02115 USA
Harvard Univ, Sch Med, Boston, MA USABroad Inst Harvard & MIT, Program Med & Populat Genet, Cambridge, MA USA
Philippakis, Anthony A.
del Angel, Guillermo
论文数: 0引用数: 0
h-index: 0
机构:
Broad Inst Harvard & MIT, Program Med & Populat Genet, Cambridge, MA USABroad Inst Harvard & MIT, Program Med & Populat Genet, Cambridge, MA USA
del Angel, Guillermo
Rivas, Manuel A.
论文数: 0引用数: 0
h-index: 0
机构:
Broad Inst Harvard & MIT, Program Med & Populat Genet, Cambridge, MA USA
Massachusetts Gen Hosp, Richard B Simches Res Ctr, Ctr Human Genet Res, Boston, MA 02114 USABroad Inst Harvard & MIT, Program Med & Populat Genet, Cambridge, MA USA
Rivas, Manuel A.
Hanna, Matt
论文数: 0引用数: 0
h-index: 0
机构:
Broad Inst Harvard & MIT, Program Med & Populat Genet, Cambridge, MA USABroad Inst Harvard & MIT, Program Med & Populat Genet, Cambridge, MA USA
Hanna, Matt
McKenna, Aaron
论文数: 0引用数: 0
h-index: 0
机构:
Broad Inst Harvard & MIT, Program Med & Populat Genet, Cambridge, MA USABroad Inst Harvard & MIT, Program Med & Populat Genet, Cambridge, MA USA
McKenna, Aaron
Fennell, Tim J.
论文数: 0引用数: 0
h-index: 0
机构:
Broad Inst Harvard & MIT, Program Med & Populat Genet, Cambridge, MA USABroad Inst Harvard & MIT, Program Med & Populat Genet, Cambridge, MA USA
Fennell, Tim J.
Kernytsky, Andrew M.
论文数: 0引用数: 0
h-index: 0
机构:
Broad Inst Harvard & MIT, Program Med & Populat Genet, Cambridge, MA USABroad Inst Harvard & MIT, Program Med & Populat Genet, Cambridge, MA USA
Kernytsky, Andrew M.
Sivachenko, Andrey Y.
论文数: 0引用数: 0
h-index: 0
机构:
Broad Inst Harvard & MIT, Program Med & Populat Genet, Cambridge, MA USABroad Inst Harvard & MIT, Program Med & Populat Genet, Cambridge, MA USA
Sivachenko, Andrey Y.
Cibulskis, Kristian
论文数: 0引用数: 0
h-index: 0
机构:
Broad Inst Harvard & MIT, Program Med & Populat Genet, Cambridge, MA USABroad Inst Harvard & MIT, Program Med & Populat Genet, Cambridge, MA USA
Cibulskis, Kristian
Gabriel, Stacey B.
论文数: 0引用数: 0
h-index: 0
机构:
Broad Inst Harvard & MIT, Program Med & Populat Genet, Cambridge, MA USABroad Inst Harvard & MIT, Program Med & Populat Genet, Cambridge, MA USA
Gabriel, Stacey B.
Altshuler, David
论文数: 0引用数: 0
h-index: 0
机构:
Broad Inst Harvard & MIT, Program Med & Populat Genet, Cambridge, MA USA
Harvard Univ, Sch Med, Boston, MA USA
Massachusetts Gen Hosp, Richard B Simches Res Ctr, Ctr Human Genet Res, Boston, MA 02114 USABroad Inst Harvard & MIT, Program Med & Populat Genet, Cambridge, MA USA
Altshuler, David
Daly, Mark J.
论文数: 0引用数: 0
h-index: 0
机构:
Broad Inst Harvard & MIT, Program Med & Populat Genet, Cambridge, MA USA
Harvard Univ, Sch Med, Boston, MA USA
Massachusetts Gen Hosp, Richard B Simches Res Ctr, Ctr Human Genet Res, Boston, MA 02114 USABroad Inst Harvard & MIT, Program Med & Populat Genet, Cambridge, MA USA
机构:
Cold Spring Harbor Lab, Howard Hughes Med Inst, Watson Sch Biol Sci, Cold Spring Harbor, NY 11724 USACold Spring Harbor Lab, Howard Hughes Med Inst, Watson Sch Biol Sci, Cold Spring Harbor, NY 11724 USA
Czech, Benjamin
Malone, Colin D.
论文数: 0引用数: 0
h-index: 0
机构:
Cold Spring Harbor Lab, Howard Hughes Med Inst, Watson Sch Biol Sci, Cold Spring Harbor, NY 11724 USACold Spring Harbor Lab, Howard Hughes Med Inst, Watson Sch Biol Sci, Cold Spring Harbor, NY 11724 USA
Malone, Colin D.
Zhou, Rui
论文数: 0引用数: 0
h-index: 0
机构:
Harvard Univ, Sch Med, Dept Genet, Howard Hughes Med Inst, Boston, MA 02115 USACold Spring Harbor Lab, Howard Hughes Med Inst, Watson Sch Biol Sci, Cold Spring Harbor, NY 11724 USA
Zhou, Rui
论文数: 引用数:
h-index:
机构:
Stark, Alexander
Schlingeheyde, Catherine
论文数: 0引用数: 0
h-index: 0
机构:
Cold Spring Harbor Lab, Howard Hughes Med Inst, Watson Sch Biol Sci, Cold Spring Harbor, NY 11724 USACold Spring Harbor Lab, Howard Hughes Med Inst, Watson Sch Biol Sci, Cold Spring Harbor, NY 11724 USA
Schlingeheyde, Catherine
Dus, Monica
论文数: 0引用数: 0
h-index: 0
机构:
Cold Spring Harbor Lab, Howard Hughes Med Inst, Watson Sch Biol Sci, Cold Spring Harbor, NY 11724 USACold Spring Harbor Lab, Howard Hughes Med Inst, Watson Sch Biol Sci, Cold Spring Harbor, NY 11724 USA
Dus, Monica
Perrimon, Norbert
论文数: 0引用数: 0
h-index: 0
机构:
Harvard Univ, Sch Med, Dept Genet, Howard Hughes Med Inst, Boston, MA 02115 USACold Spring Harbor Lab, Howard Hughes Med Inst, Watson Sch Biol Sci, Cold Spring Harbor, NY 11724 USA
Perrimon, Norbert
Kellis, Manolis
论文数: 0引用数: 0
h-index: 0
机构:
MIT, Broad Inst, Cambridge, MA 02141 USA
Harvard Univ, Broad Inst, Cambridge, MA 02141 USACold Spring Harbor Lab, Howard Hughes Med Inst, Watson Sch Biol Sci, Cold Spring Harbor, NY 11724 USA
Kellis, Manolis
Wohlschlegel, James A.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, David Geffen Sch Med, Dept Biol Chem, Los Angeles, CA 90095 USACold Spring Harbor Lab, Howard Hughes Med Inst, Watson Sch Biol Sci, Cold Spring Harbor, NY 11724 USA
Wohlschlegel, James A.
Sachidanandam, Ravi
论文数: 0引用数: 0
h-index: 0
机构:
Cold Spring Harbor Lab, Howard Hughes Med Inst, Watson Sch Biol Sci, Cold Spring Harbor, NY 11724 USACold Spring Harbor Lab, Howard Hughes Med Inst, Watson Sch Biol Sci, Cold Spring Harbor, NY 11724 USA
Sachidanandam, Ravi
Hannon, Gregory J.
论文数: 0引用数: 0
h-index: 0
机构:
Cold Spring Harbor Lab, Howard Hughes Med Inst, Watson Sch Biol Sci, Cold Spring Harbor, NY 11724 USACold Spring Harbor Lab, Howard Hughes Med Inst, Watson Sch Biol Sci, Cold Spring Harbor, NY 11724 USA
Hannon, Gregory J.
Brennecke, Julius
论文数: 0引用数: 0
h-index: 0
机构:
Cold Spring Harbor Lab, Howard Hughes Med Inst, Watson Sch Biol Sci, Cold Spring Harbor, NY 11724 USACold Spring Harbor Lab, Howard Hughes Med Inst, Watson Sch Biol Sci, Cold Spring Harbor, NY 11724 USA
机构:
Univ Cambridge, Li Ka Shing Ctr, Canc Res UK, Cambridge Inst, Cambridge CB2 0RE, EnglandUniv Cambridge, Li Ka Shing Ctr, Canc Res UK, Cambridge Inst, Cambridge CB2 0RE, England
Czech, Benjamin
Hannon, Gregory J.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Cambridge, Li Ka Shing Ctr, Canc Res UK, Cambridge Inst, Cambridge CB2 0RE, EnglandUniv Cambridge, Li Ka Shing Ctr, Canc Res UK, Cambridge Inst, Cambridge CB2 0RE, England
机构:
Cold Spring Harbor Lab, Howard Hughes Med Inst, Watson Sch Biol Sci, Cold Spring Harbor, NY 11724 USACold Spring Harbor Lab, Howard Hughes Med Inst, Watson Sch Biol Sci, Cold Spring Harbor, NY 11724 USA
Czech, Benjamin
Preall, Jonathan B.
论文数: 0引用数: 0
h-index: 0
机构:
Cold Spring Harbor Lab, Howard Hughes Med Inst, Watson Sch Biol Sci, Cold Spring Harbor, NY 11724 USACold Spring Harbor Lab, Howard Hughes Med Inst, Watson Sch Biol Sci, Cold Spring Harbor, NY 11724 USA
Preall, Jonathan B.
McGinn, Jon
论文数: 0引用数: 0
h-index: 0
机构:
Cold Spring Harbor Lab, Howard Hughes Med Inst, Watson Sch Biol Sci, Cold Spring Harbor, NY 11724 USACold Spring Harbor Lab, Howard Hughes Med Inst, Watson Sch Biol Sci, Cold Spring Harbor, NY 11724 USA
McGinn, Jon
Hannon, Gregory J.
论文数: 0引用数: 0
h-index: 0
机构:
Cold Spring Harbor Lab, Howard Hughes Med Inst, Watson Sch Biol Sci, Cold Spring Harbor, NY 11724 USACold Spring Harbor Lab, Howard Hughes Med Inst, Watson Sch Biol Sci, Cold Spring Harbor, NY 11724 USA
机构:
Univ Cambridge, WellcomeTrust Canc Res UKGurdon Inst, Cambridge CB2 1QN, England
Univ Cambridge, Dept Biochem, Cambridge CB2 1GA, England
Univ Gottingen, GZMB, Fac Biol, PhD Program, D-37077 Gottingen, GermanyUniv Cambridge, WellcomeTrust Canc Res UKGurdon Inst, Cambridge CB2 1QN, England
Das, Partha P.
Bagijn, Marloes P.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Cambridge, WellcomeTrust Canc Res UKGurdon Inst, Cambridge CB2 1QN, England
Univ Cambridge, Dept Oncol, Cambridge CB2 2XZ, EnglandUniv Cambridge, WellcomeTrust Canc Res UKGurdon Inst, Cambridge CB2 1QN, England
Bagijn, Marloes P.
Goldstein, Leonard D.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Cambridge, Dept Oncol, Cambridge CB2 2XZ, England
Cambridge Res Inst, Li Ka Shing Ctr, Canc Res UK, Cambridge CB2 0RE, England
Univ Cambridge, Dept Appl Math & Theoret Phys, Ctr Math Sci, Cambridge CB3 0WA, EnglandUniv Cambridge, WellcomeTrust Canc Res UKGurdon Inst, Cambridge CB2 1QN, England
Goldstein, Leonard D.
Woolford, Julie R.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Cambridge, WellcomeTrust Canc Res UKGurdon Inst, Cambridge CB2 1QN, England
Univ Cambridge, Dept Biochem, Cambridge CB2 1GA, EnglandUniv Cambridge, WellcomeTrust Canc Res UKGurdon Inst, Cambridge CB2 1QN, England
Woolford, Julie R.
Lehrbach, Nicolas J.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Cambridge, WellcomeTrust Canc Res UKGurdon Inst, Cambridge CB2 1QN, England
Univ Cambridge, Dept Biochem, Cambridge CB2 1GA, EnglandUniv Cambridge, WellcomeTrust Canc Res UKGurdon Inst, Cambridge CB2 1QN, England
Lehrbach, Nicolas J.
Sapetschnig, Alexandra
论文数: 0引用数: 0
h-index: 0
机构:
Univ Cambridge, WellcomeTrust Canc Res UKGurdon Inst, Cambridge CB2 1QN, England
Univ Cambridge, Dept Biochem, Cambridge CB2 1GA, EnglandUniv Cambridge, WellcomeTrust Canc Res UKGurdon Inst, Cambridge CB2 1QN, England
Sapetschnig, Alexandra
Buhecha, Heeran R.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Cambridge, WellcomeTrust Canc Res UKGurdon Inst, Cambridge CB2 1QN, England
Univ Cambridge, Dept Biochem, Cambridge CB2 1GA, EnglandUniv Cambridge, WellcomeTrust Canc Res UKGurdon Inst, Cambridge CB2 1QN, England
Buhecha, Heeran R.
Gilchrist, Michael J.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Cambridge, WellcomeTrust Canc Res UKGurdon Inst, Cambridge CB2 1QN, EnglandUniv Cambridge, WellcomeTrust Canc Res UKGurdon Inst, Cambridge CB2 1QN, England
Gilchrist, Michael J.
Howe, Kevin L.
论文数: 0引用数: 0
h-index: 0
机构:
Cambridge Res Inst, Li Ka Shing Ctr, Canc Res UK, Cambridge CB2 0RE, EnglandUniv Cambridge, WellcomeTrust Canc Res UKGurdon Inst, Cambridge CB2 1QN, England
Howe, Kevin L.
Stark, Rory
论文数: 0引用数: 0
h-index: 0
机构:
Cambridge Res Inst, Li Ka Shing Ctr, Canc Res UK, Cambridge CB2 0RE, EnglandUniv Cambridge, WellcomeTrust Canc Res UKGurdon Inst, Cambridge CB2 1QN, England
Stark, Rory
Matthewss, Nik
论文数: 0引用数: 0
h-index: 0
机构:
Cambridge Res Inst, Li Ka Shing Ctr, Canc Res UK, Cambridge CB2 0RE, EnglandUniv Cambridge, WellcomeTrust Canc Res UKGurdon Inst, Cambridge CB2 1QN, England
Matthewss, Nik
Berezilkov, Eugene
论文数: 0引用数: 0
h-index: 0
机构:
Hubrecht Inst, NL-3584 CT Utrecht, NetherlandsUniv Cambridge, WellcomeTrust Canc Res UKGurdon Inst, Cambridge CB2 1QN, England
Berezilkov, Eugene
Ketting, Ren F.
论文数: 0引用数: 0
h-index: 0
机构:
Hubrecht Inst, NL-3584 CT Utrecht, NetherlandsUniv Cambridge, WellcomeTrust Canc Res UKGurdon Inst, Cambridge CB2 1QN, England
Ketting, Ren F.
Tavare, Simon
论文数: 0引用数: 0
h-index: 0
机构:
Univ Cambridge, Dept Oncol, Cambridge CB2 2XZ, England
Cambridge Res Inst, Li Ka Shing Ctr, Canc Res UK, Cambridge CB2 0RE, England
Univ Cambridge, Dept Appl Math & Theoret Phys, Ctr Math Sci, Cambridge CB3 0WA, EnglandUniv Cambridge, WellcomeTrust Canc Res UKGurdon Inst, Cambridge CB2 1QN, England
Tavare, Simon
Miska, Eric A.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Cambridge, WellcomeTrust Canc Res UKGurdon Inst, Cambridge CB2 1QN, England
Univ Cambridge, Dept Biochem, Cambridge CB2 1GA, EnglandUniv Cambridge, WellcomeTrust Canc Res UKGurdon Inst, Cambridge CB2 1QN, England
机构:
Broad Inst Harvard & MIT, Program Med & Populat Genet, Cambridge, MA USABroad Inst Harvard & MIT, Program Med & Populat Genet, Cambridge, MA USA
DePristo, Mark A.
Banks, Eric
论文数: 0引用数: 0
h-index: 0
机构:
Broad Inst Harvard & MIT, Program Med & Populat Genet, Cambridge, MA USABroad Inst Harvard & MIT, Program Med & Populat Genet, Cambridge, MA USA
Banks, Eric
Poplin, Ryan
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Broad Inst Harvard & MIT, Program Med & Populat Genet, Cambridge, MA USABroad Inst Harvard & MIT, Program Med & Populat Genet, Cambridge, MA USA
Poplin, Ryan
Garimella, Kiran V.
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h-index: 0
机构:
Broad Inst Harvard & MIT, Program Med & Populat Genet, Cambridge, MA USABroad Inst Harvard & MIT, Program Med & Populat Genet, Cambridge, MA USA
Garimella, Kiran V.
Maguire, Jared R.
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h-index: 0
机构:
Broad Inst Harvard & MIT, Program Med & Populat Genet, Cambridge, MA USABroad Inst Harvard & MIT, Program Med & Populat Genet, Cambridge, MA USA
Maguire, Jared R.
Hartl, Christopher
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h-index: 0
机构:
Broad Inst Harvard & MIT, Program Med & Populat Genet, Cambridge, MA USABroad Inst Harvard & MIT, Program Med & Populat Genet, Cambridge, MA USA
Hartl, Christopher
Philippakis, Anthony A.
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h-index: 0
机构:
Broad Inst Harvard & MIT, Program Med & Populat Genet, Cambridge, MA USA
Brigham & Womens Hosp, Boston, MA 02115 USA
Harvard Univ, Sch Med, Boston, MA USABroad Inst Harvard & MIT, Program Med & Populat Genet, Cambridge, MA USA
Philippakis, Anthony A.
del Angel, Guillermo
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Broad Inst Harvard & MIT, Program Med & Populat Genet, Cambridge, MA USABroad Inst Harvard & MIT, Program Med & Populat Genet, Cambridge, MA USA
del Angel, Guillermo
Rivas, Manuel A.
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h-index: 0
机构:
Broad Inst Harvard & MIT, Program Med & Populat Genet, Cambridge, MA USA
Massachusetts Gen Hosp, Richard B Simches Res Ctr, Ctr Human Genet Res, Boston, MA 02114 USABroad Inst Harvard & MIT, Program Med & Populat Genet, Cambridge, MA USA
Rivas, Manuel A.
Hanna, Matt
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Broad Inst Harvard & MIT, Program Med & Populat Genet, Cambridge, MA USABroad Inst Harvard & MIT, Program Med & Populat Genet, Cambridge, MA USA
Hanna, Matt
McKenna, Aaron
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Broad Inst Harvard & MIT, Program Med & Populat Genet, Cambridge, MA USABroad Inst Harvard & MIT, Program Med & Populat Genet, Cambridge, MA USA
McKenna, Aaron
Fennell, Tim J.
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h-index: 0
机构:
Broad Inst Harvard & MIT, Program Med & Populat Genet, Cambridge, MA USABroad Inst Harvard & MIT, Program Med & Populat Genet, Cambridge, MA USA
Fennell, Tim J.
Kernytsky, Andrew M.
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h-index: 0
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Broad Inst Harvard & MIT, Program Med & Populat Genet, Cambridge, MA USABroad Inst Harvard & MIT, Program Med & Populat Genet, Cambridge, MA USA
Kernytsky, Andrew M.
Sivachenko, Andrey Y.
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Broad Inst Harvard & MIT, Program Med & Populat Genet, Cambridge, MA USABroad Inst Harvard & MIT, Program Med & Populat Genet, Cambridge, MA USA
Sivachenko, Andrey Y.
Cibulskis, Kristian
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Broad Inst Harvard & MIT, Program Med & Populat Genet, Cambridge, MA USABroad Inst Harvard & MIT, Program Med & Populat Genet, Cambridge, MA USA
Cibulskis, Kristian
Gabriel, Stacey B.
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机构:
Broad Inst Harvard & MIT, Program Med & Populat Genet, Cambridge, MA USABroad Inst Harvard & MIT, Program Med & Populat Genet, Cambridge, MA USA
Gabriel, Stacey B.
Altshuler, David
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h-index: 0
机构:
Broad Inst Harvard & MIT, Program Med & Populat Genet, Cambridge, MA USA
Harvard Univ, Sch Med, Boston, MA USA
Massachusetts Gen Hosp, Richard B Simches Res Ctr, Ctr Human Genet Res, Boston, MA 02114 USABroad Inst Harvard & MIT, Program Med & Populat Genet, Cambridge, MA USA
Altshuler, David
Daly, Mark J.
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h-index: 0
机构:
Broad Inst Harvard & MIT, Program Med & Populat Genet, Cambridge, MA USA
Harvard Univ, Sch Med, Boston, MA USA
Massachusetts Gen Hosp, Richard B Simches Res Ctr, Ctr Human Genet Res, Boston, MA 02114 USABroad Inst Harvard & MIT, Program Med & Populat Genet, Cambridge, MA USA