Synthetic ablations in the C. elegans nervous system

被引:7
作者
Towlson, Emma K.
Barabasi, Albert-Laszlo
机构
[1] Univ, Network Sci Inst, Dept Phys, NE, Boston, MA USA
[2] MIT, Media Lab, Cambridge, MA USA
[3] Univ, Network Sci Inst, Dept Phys, NE, Boston, MA USA
[4] Brigham & Women's Hosp, Harvard Med Sch, Dept Med, Boston, MA USA
[5] Univ, Dept Network & Data Sci, Cent European, Budapest, Hungary
基金
美国国家科学基金会; 欧洲研究理事会; 欧盟地平线“2020”;
关键词
C; elegans; Graph theory; Network control theory; Neuronal ablations; Synthetic lethality;
D O I
10.1162/netn_a_00115
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
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.
引用
收藏
页码:200 / 216
页数:17
相关论文
共 56 条
[1]   Brain networks under attack: robustness properties and the impact of lesions [J].
Aerts, Hannelore ;
Fias, Wim ;
Caeyenberghs, Karen ;
Marinazzo, Daniele .
BRAIN, 2016, 139 :3063-3083
[2]   Modeling the Impact of Lesions in the Human Brain [J].
Alstott, Jeffrey ;
Breakspear, Michael ;
Hagmann, Patric ;
Cammoun, Leila ;
Sporns, Olaf .
PLOS COMPUTATIONAL BIOLOGY, 2009, 5 (06)
[3]  
[Anonymous], 2017, ARXIV170101531
[4]   PHARYNGEAL PUMPING CONTINUES AFTER LASER KILLING OF THE PHARYNGEAL NERVOUS-SYSTEM OF C-ELEGANS [J].
AVERY, L ;
HORVITZ, R .
NEURON, 1989, 3 (04) :473-485
[5]   Flow-Based Network Analysis of the Caenorhabditis elegans Connectome [J].
Bacik, Karol A. ;
Schaub, Michael T. ;
Beguerisse-Diaz, Mariano ;
Billeh, Yazan N. ;
Barahona, Mauricio .
PLOS COMPUTATIONAL BIOLOGY, 2016, 12 (08)
[6]   CONTROL OF LARVAL DEVELOPMENT BY CHEMOSENSORY NEURONS IN CAENORHABDITIS-ELEGANS [J].
BARGMANN, CI ;
HORVITZ, HR .
SCIENCE, 1991, 251 (4998) :1243-1246
[7]   Optimally controlling the human connectome: the role of network topology [J].
Betzel, Richard F. ;
Gu, Shi ;
Medaglia, John D. ;
Pasqualetti, Fabio ;
Bassett, Danielle S. .
SCIENTIFIC REPORTS, 2016, 6
[8]  
CHALFIE M, 1985, J NEUROSCI, V5, P956
[9]   DEVELOPMENTAL GENETICS OF THE MECHANOSENSORY NEURONS OF CAENORHABDITIS-ELEGANS [J].
CHALFIE, M ;
SULSTON, J .
DEVELOPMENTAL BIOLOGY, 1981, 82 (02) :358-370
[10]   Recordings of Caenorhabditis elegans locomotor behaviour following targeted ablation of single motorneurons [J].
Chew, Yee Lian ;
Walker, Denise S. ;
Towlson, Emma K. ;
Vertes, Petra E. ;
Yan, Gang ;
Barabasi, Albert-Laszlo ;
Schafer, William R. .
SCIENTIFIC DATA, 2017, 4