Author Summary "Synthetic lethality" in cell biology is an extreme example of the effects of higher order genetic interactions: The simultaneous knockout of two or more individually nonessential genes leads to cell death. We define a neural analog to this concept in relation to the locomotor response to gentle touch in C. elegans. Two or more neurons are synthetic essential if individually they are not required for this behavior, yet their combination is. We employ a network control approach to systematically assess all pairs and triplets of neurons by their effect on body wall muscle controllability, and find that only surprisingly small sets of neurons are synthetic essential. They are highly localized in the nervous system and predicted to affect control over specific sets of muscles. Synthetic lethality, the finding that the simultaneous knockout of two or more individually nonessential genes leads to cell or organism death, has offered a systematic framework to explore cellular function, and also offered therapeutic applications. Yet the concept lacks its parallel in neuroscience-a systematic knowledge base on the role of double or higher order ablations in the functioning of a neural system. Here, we use the framework of network control to systematically predict the effects of ablating neuron pairs and triplets on the gentle touch response. We find that surprisingly small sets of 58 pairs and 46 triplets can reduce muscle controllability in this context, and that these sets are localized in the nervous system in distinct groups. Further, they lead to highly specific experimentally testable predictions about mechanisms of loss of control, and which muscle cells are expected to experience this loss.
机构:
Northwestern Univ, Dept Phys & Astron, Evanston, IL 60208 USA
Cent European Univ, Dept Data & Network Sci, H-1051 Budapest, Hungary
Northeastern Univ, Network Sci Inst, Boston, MA 02115 USA
Wigner Res Ctr Phys, Inst Solid State Phys & Opt, H-1121 Budapest, HungaryNorthwestern Univ, Dept Phys & Astron, Evanston, IL 60208 USA
Kovacs, Istvan A.
Barabasi, Daniel L.
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Harvard Univ, Biophys Program, Cambridge, MA 02138 USANorthwestern Univ, Dept Phys & Astron, Evanston, IL 60208 USA
Barabasi, Daniel L.
Barabasi, Albert-Laszlo
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Cent European Univ, Dept Data & Network Sci, H-1051 Budapest, Hungary
Northeastern Univ, Network Sci Inst, Boston, MA 02115 USA
Harvard Med Sch, Brigham & Womens Hosp, Dept Med, Boston, MA 02115 USANorthwestern Univ, Dept Phys & Astron, Evanston, IL 60208 USA
机构:
Columbia Univ, Howard Hughes Med Inst, Dept Biol Sci, New York, NY 10032 USAColumbia Univ, Howard Hughes Med Inst, Dept Biol Sci, New York, NY 10032 USA
Gendrel, Marie
Atlas, Emily G.
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Columbia Univ, Howard Hughes Med Inst, Dept Biol Sci, New York, NY 10032 USAColumbia Univ, Howard Hughes Med Inst, Dept Biol Sci, New York, NY 10032 USA
Atlas, Emily G.
Hobert, Oliver
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Columbia Univ, Howard Hughes Med Inst, Dept Biol Sci, New York, NY 10032 USAColumbia Univ, Howard Hughes Med Inst, Dept Biol Sci, New York, NY 10032 USA
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Columbia Univ, Dept Biol Sci, New York, NY 10027 USA
Columbia Univ, Dept Biochem & Mol Biophys, New York, NY USA
Columbia Univ, Howard Hughes Med Inst, New York, NY 10032 USAColumbia Univ, Dept Biol Sci, New York, NY 10027 USA
Pereira, Laura
Kratsios, Paschalis Paschalis
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Columbia Univ, Dept Biol Sci, New York, NY 10027 USA
Columbia Univ, Dept Biochem & Mol Biophys, New York, NY USA
Columbia Univ, Howard Hughes Med Inst, New York, NY 10032 USAColumbia Univ, Dept Biol Sci, New York, NY 10027 USA
Kratsios, Paschalis Paschalis
Serrano-Saiz, Esther
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Columbia Univ, Dept Biol Sci, New York, NY 10027 USA
Columbia Univ, Dept Biochem & Mol Biophys, New York, NY USA
Columbia Univ, Howard Hughes Med Inst, New York, NY 10032 USAColumbia Univ, Dept Biol Sci, New York, NY 10027 USA
Serrano-Saiz, Esther
Sheftel, Hila
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Weizmann Inst Sci, Dept Mol Cell Biol, IL-76100 Rehovot, IsraelColumbia Univ, Dept Biol Sci, New York, NY 10027 USA
Sheftel, Hila
Mayo, Avi E.
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Weizmann Inst Sci, Dept Mol Cell Biol, IL-76100 Rehovot, IsraelColumbia Univ, Dept Biol Sci, New York, NY 10027 USA
Mayo, Avi E.
Hall, David H.
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Albert Einstein Coll Med, Dept Neurosci, New York, NY USAColumbia Univ, Dept Biol Sci, New York, NY 10027 USA
Hall, David H.
White, John G.
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MRC, Mol Biol Lab, Cambridge CB2 2QH, EnglandColumbia Univ, Dept Biol Sci, New York, NY 10027 USA
White, John G.
LeBoeuf, Brigitte
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Texas A&M Univ, Dept Biol, College Stn, TX 77843 USAColumbia Univ, Dept Biol Sci, New York, NY 10027 USA
LeBoeuf, Brigitte
Garcia, L. Rene
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Texas A&M Univ, Dept Biol, College Stn, TX 77843 USA
Texas A&M Univ, Howard Hughes Med Inst, College Stn, TX USAColumbia Univ, Dept Biol Sci, New York, NY 10027 USA
Garcia, L. Rene
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Alon, Uri
Hobert, Oliver
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Columbia Univ, Dept Biol Sci, New York, NY 10027 USA
Columbia Univ, Dept Biochem & Mol Biophys, New York, NY USA
Columbia Univ, Howard Hughes Med Inst, New York, NY 10032 USAColumbia Univ, Dept Biol Sci, New York, NY 10027 USA