The rich club of the C. elegans neuronal connectome

Journal of Neuroscience

Volumn 33, Issue 15, 2013, Pages 6380-6387

  Towlson, Emma K ^a   Vértes, Petra E ^b   Ahnert, Sebastian E ^a   Schafer, William R ^c   Bullmore, Edward T ^b,d,e  

^a UNIVERSITY OF CAMBRIDGE   (United Kingdom)

^b UNIVERSITY OF CAMBRIDGE   (United Kingdom)

^c MRC LABORATORY OF MOLECULAR BIOLOGY   (United Kingdom)

^d CAMBRIDGESHIRE AND PETERBOROUGH NHS FOUNDATION TRUST   (United Kingdom)

^e ADDENBROOKE S HOSPITAL   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

ARTICLE; CAENORHABDITIS ELEGANS; CONNECTOME; LOCOMOTION; NERVE CELL; NERVOUS SYSTEM; NEUROIMAGING; NONHUMAN; PRIORITY JOURNAL;

ANIMALS; BRAIN; CAENORHABDITIS ELEGANS; CONNECTOME; MODELS, NEUROLOGICAL; NEURAL PATHWAYS; NEURONS;

EID: 84876008722     PISSN: 02706474     EISSN: 15292401     Source Type: Journal    
DOI: 10.1523/JNEUROSCI.3784-12.2013     Document Type: Article

References (43)

1. Achard S, Bullmore E (2007) Efficiency and cost of economical brain functional networks. PLoS Computational Biology 3:e17.
2. Achard S, Salvador R, Whitcher B, Suckling J, Bullmore E (2006) A resilient, low- frequency, small-world human brain functional network with highly connected association cortical hubs. J Neurosci 26:63-72.
3. Alexander-Bloch AF, Vértes PE, Stidd R, Lalonde F, Clasen L, Rapoport J, Giedd J, Bullmore ET, Gogtay N (2013) The anatomical distance of functional connections predicts brain network topology in health and schizophrenia. Cereb Cortex 23:127-138.
4. Bassett DS, Greenfield DL, Meyer-Lindenberg A, Weinberger DR, Moore SW, and Bullmore ET (2010) Efficient physical embedding of topologically complex information processing networks in brains and computer circuits. PLoS Comp Biol 6:e1000748.
5. Ben Arous J, Tanizawa Y, Rabinowitch I, Chatenay D, Schafer WR (2010) Automated imaging of neuronal activity in freely behaving Caenorhabdi-tis elegans. J Neurosci Meth 187:229-234.
6. Bullmore E, Sporns O (2012) The economy of brain network organization. Nat Rev Neurosci 13:336-349.
7. Chalfie M, Sulston JE, White JG, Southgate E, Thomson JN, Brenner S (1985) The neural circuit for touch sensitivity in Caenorhabditis elegans. J Neurosci 5:956-964.
8. Chen BL, Hall DH, Chklovskii DB (2006) Wiring optimization can relate neuronal structure and function. Proc Natl Acad Sci U S A 103:4723-4728.
9. Chronis N, Zimmer M, Bargmann CI (2007) Microfluidics for in vivo imaging of neuronal and behavioural activity in Caenorhabditis elegans. Nat Meth 4:727-731.
10. Colizza F, Flammini A, Serrano MA, Vespignani A (2006) Detecting rich-club ordering in complex networks. Nat Physics 2:110-115.
11. Freeman LC (1977) Set of measures of centrality based on betweenness. Sociometry 40:35-41.
12. Gray JM, Hill JJ, Bargmann CI (2005) Acircuit for navigation inCaenorhab-ditis elegans. Proc Natl Acad Sci U S A 102:3184-3191.
13. Guimera ́ R, Amaral LAN (2005) Cartography of complex networks: modules and universal roles. J Stat Mech 2005:1-13.
14. Hagberg AA, Schult SA, Swart PJ (2008) Exploring network structure, dynamics, and function using NetworkX. In: Proceedings of the 7th Python in Science Conference (SciPy2008), p. 1115. Online: http://conference.scipy.org/proceedings/SciPy2008/index.html.
15. Hall DH, Altun ZF (2008) C. Elegans Atlas. Cold Spring Harbor, New York: Cold Spring Harbor.
16. Henderson JA, Robinson PA (2011) Geometric effects on complex network structure in the cortex. Phys Rev Lett 107:018102-018106.
17. Jarrell TA, Wang Y, Bloniarz AE, Brittin CA, Xu M, Thomson JN, Albertson DG, Hall DH, Emmons SW (2012) The connectome of a decision-making neural network. Science 337:437-444.
18. Kaiser M, Hilgetag CC (2006) Non-optimal component placement, but short processing paths, due to distance projections in neural systems. PLoS Comput Biol 2:e95.
19. Kaiser M, Varier S (2011) Evolution and development of brain networks: from Caenorhabditis elegans to Homo sapiens. Network 22:143-147.
20. Kawano T, Po MD, Gao S, Leung G, Ryu WS, Zhen M (2011) An imbalanc-ing act: gap junctions reduce the backward motor circuit activityto biasC. elegans for forward locomotion. Neuron 72:572-586.
21. Latora V, Marchiori M (2001) Efficient behavior of small-world networks. Physical Review Letters 87:198701.
22. Li W, Feng Z, Sternberg PW, Xu XZ (2006) A C. elegans stretch receptor neuron revealed by a mechanosensitive trp channel homologue. Nature 440:684-687.
23. Meunier D, Lambiotte R, Fornito A, Ersche KD, Bullmore ET (2009) Hierarchical modularity in human brain functional networks. Front Neuro-inform 3:37.
24. Meunier D, Lambiotte R, Bullmore ET (2010) Modular and hierarchically modular organization of brain networks. Front Neurosci 4:200.
25. Milo R, Shen-Orr S, Itzkovitz S, Kashtan N, Chklovskii D, Alon U (2002) Network motifs: Simple building blocks of complex networks. Science 298:824-827.
26. Milo R, Itzkovitz S, Kashtan N, Levitt R, Shen-Orr S, Ayzenshtat I, Sheffer M, Alon U (2004) Superfamilies of evolved and designed networks. Science 303:1538-1542.
27. Newman MEJ, Girvan M (2004) Finding and evaluating community structure in networks. Phys Rev E Stat Nonlin Soft Matter Phys 69:026113.
28. Pan RK, Chatterjee N, Sinha S (2010) Mesoscopic organization reveals the constraints governing Caenorhabditis elegans nervous system. PLoS One 5:e9240.
29. Piggott BJ, Liu J, Feng Z, Wescott SA, Xu XZ (2011) The neural circuits and synaptic mechanisms underlying motor initiation in C. elegans. Cell 147: 922-933.
30. Rubinov M, Sporns O (2010) Complex network measures of brain connectivity: uses and interpretations. Neuroimage 52:1056-1069.
31. Sales-Pardo M, Guimera ́ R, Amaral LA (2007) Classes of complex networks defined by role-to-role connectivity profiles. Nat Physics 3:63-69.
32. Sporns O, Kötter R (2004) Motifs in brain networks. PloS Biol 2:e369.
33. Sulston JE (1976) Post-embryonic development in the ventral cord of Cae-norhabditis elegans. Phil Trans Roy Soc Lond B 938:287-297.
34. Sulston JE, Schierenberg E, White JG, Thomson JN (1983) The embryonic cell lineage of the nematode C. elegans. Dev Biol 100:64-119.
35. Tsalik EL, Hobert O (2003) Functional mapping of neurons that control locomotory behavior in Caenorhabditis elegans. J Neurobiol 56:178-197.
36. van den Heuvel M, Sporns O (2011) Rich-club organization of the human connectome. J Neurosci 31(44):15775-15786.
37. van den Heuvel MP, Kahn RS, Goñi J, Sporns O (2012) High-cost, high-capacity backbone for global brain communication. Proc Natl Acad Sci U S A 109:11372-11377.
38. Varier S, Kaiser M (2011) Spatio-temporal development of the Caenorhab-ditis elegans neuronal network. PLoS Comp Biol 7:e1001044.
39. Varshney LR, Chen BL, Paniagua E, Hall DH, Chklovskii DB (2011) Structural properties of the C. elegans neuronal network. PLoS Comp Biol 7:e1001066.
40. Watts DJ, Strogatz SH (1998) Collective dynamics of 'small-world' networks. Nature 393:440-442.
41. White JG, Southgate E, Thomson JN, Brenner S (1986) The structure of the nervous system of the nematode Caenorhabditis elegans. Phil Trans Roy Soc Lond B 314:1-340.
42. Wicks SR, Roehrig CJ, Rankin CH (1996) A dynamic network simulation of the nematode tap withdrawal circuit: predictions concerning synaptic function using behavioural criteria. J Neurosci 15:4017-4031.
43. Zhou S, Mondragon RJ (2004) The rich-club phenomenon in the internet topology. IEEE Comm Lett 8:180-182.