GigaScience | |
A data repository and analysis framework for spontaneous neural activity recordings in developing retina | |
Evelyne Sernagor4  Tom Jackson2  Jennifer Simonotto1  Mark Jessop2  Michael Weeks2  Stephen John Eglen3  | |
[1] National Heart and Lung Institute, Imperial College London, Hammersmith Campus, W12 0NN, London, UK;Advanced Computer Architecture Group, Computer Science Department, University of York, YO10 5GH York, UK;Cambridge Computational Biology Institute, University of Cambridge, Wilberforce Road, CB3 0WA Cambridge, UK;Institute of Neuroscience, Faculty of Medical Sciences, Framlington PlaceNE2 4HH, Newcastle, UK | |
关键词: Multielectrode arrays; HDF5; Electrophysiology; Spontaneous activity; Retinal waves; | |
Others : 861398 DOI : 10.1186/2047-217X-3-3 |
|
received in 2013-10-21, accepted in 2014-03-13, 发布年份 2014 | |
【 摘 要 】
Background
During early development, neural circuits fire spontaneously, generating activity episodes with complex spatiotemporal patterns. Recordings of spontaneous activity have been made in many parts of the nervous system over the last 25 years, reporting developmental changes in activity patterns and the effects of various genetic perturbations.
Results
We present a curated repository of multielectrode array recordings of spontaneous activity in developing mouse and ferret retina. The data have been annotated with minimal metadata and converted into HDF5. This paper describes the structure of the data, along with examples of reproducible research using these data files. We also demonstrate how these data can be analysed in the CARMEN workflow system. This article is written as a literate programming document; all programs and data described here are freely available.
Conclusions
1. We hope this repository will lead to novel analysis of spontaneous activity recorded in different laboratories. 2. We encourage published data to be added to the repository. 3. This repository serves as an example of how multielectrode array recordings can be stored for long-term reuse.
【 授权许可】
2014 Eglen et al.; licensee BioMed Central Ltd.
【 预 览 】
Files | Size | Format | View |
---|---|---|---|
20140725001052216.pdf | 946KB | download | |
88KB | Image | download | |
34KB | Image | download | |
61KB | Image | download | |
57KB | Image | download | |
67KB | Image | download | |
45KB | Image | download |
【 图 表 】
【 参考文献 】
- [1]Wong ROL: Retinal waves and visual system development. Annu Rev Neurosci 1999, 22:29-47. doi:10.1146/annurev.neuro.22.1.29
- [2]Blankenship AG, Feller MB: Mechanisms underlying spontaneous patterned activity in developing neural circuits. Nat Rev Neurosci 2010, 11:18-29. doi:10.1038/nrn2759
- [3]Wagenaar DA, Pine J, Potter SM: An extremely rich repertoire of bursting patterns during the development of cortical cultures. BMC Neurosci 2006, 7:11. doi:10.1186/1471-2202-7-11 BioMed Central Full Text
- [4]Gentleman RC, Carey VJ, Bates DM, Bolstad B, Dettling M, Dudoit S, Ellis B, Gautier L, Ge Y, Gentry J, Hornik K, Hothorn T, Huber W, Iacus S, Irizarry R, Leisch F, Li C, Maechler M, Rossini AJ, Sawitzki G, Smith C, Smyth G, Tierney L, Yang JYH, Zhang J: Bioconductor: open software development for computational biology and bioinformatics. Genome Biol 2004, 5:80. doi:10.1186/gb-2004-5-10-r80 BioMed Central Full Text
- [5]Goecks J, Nekrutenko A, Taylor J, Galaxy Team: Galaxy: a comprehensive approach for supporting accessible, reproducible, and transparent computational research in the life sciences. Genome Biol 2010, 11:86. doi:10.1186/gb-2010-11-8-r86 BioMed Central Full Text
- [6]Delescluse M, Franconville R, Joucla S, Lieury T, Pouzat C: Making neurophysiological data analysis reproducible: why and how? J Physiol Paris 2011, 106:159-170. doi:10.1016/j.jphysparis.2011.09.011
- [7]Stevens J-LR, Elver M, Bednar JA: An automated and reproducible workflow for running and analyzing neural simulations using lancet and IPython notebook. Front Neuroinform 2013, 7:44. doi:10.3389/fninf.2013.00044
- [8]Home Page for the Retinal Wave Repository [http://www.damtp.cam.ac.uk/user/eglen/waverepo webcite]
- [9]Zip File of HDF5 Files on CARMEN [https://portal.carmen.org.uk/\#link=URN:LSID:portal.carmen.org.uk:metadata:36156 webcite]
- [10]HDF5 Home Page [http://www.hdfgroup.org/HDF5 webcite]
- [11]Blankenship AG, Hamby AM, Firl A, Vyas S, Maxeiner S, Willecke K, Feller MB: The role of neuronal connexins 36 and 45 in shaping spontaneous firing patterns in the developing retina. J Neurosci 2011, 31:9998-10008. doi:10.1523/jneurosci.5640-10.2011
- [12]Demas J, Eglen SJ, Wong ROL: Developmental loss of synchronous spontaneous activity in the mouse retina is independent of visual experience. J Neurosci 2003, 23:2851-2860.
- [13]Demas J, Sagdullaev BT, Green E, Jaubert-Miazza L, McCall MA, Gregg RG, Wong ROL, Guido W: Failure to maintain eye-specific segregation in nob, a mutant with abnormally patterned retinal activity. Neuron 2006, 50:247-259. doi:10.1016/j.neuron.2006.03.033
- [14]Hennig MH, Grady J, van Coppenhagen J, Sernagor E: Age-dependent homeostatic plasticity of GABAergic signaling in developing retinal networks. J Neurosci 2011, 31:12159-12164. doi:10.1523/jneurosci.3112-11.2011
- [15]Kirkby LA, Feller MB: Intrinsically photosensitive ganglion cells contribute to plasticity in retinal wave circuits. Proc Natl Acad Sci USA 2013, 110:12090-12095. doi:10.1073/pnas.1222150110
- [16]Maccione A, Hennig MH, Gandolfo M, Muthmann O, van Coppenhagen J, Eglen SJ, Berdondini L, Sernagor E: Following the ontogeny of retinal waves: Pan-Retinal recordings of population dynamics in the neonatal mouse. J Physiol 2014. doi:10.1113/jphysiol.2013.262840
- [17]Stacy RC, Demas J, Burgess RW, Sanes JR, Wong ROL: Disruption and recovery of patterned retinal activity in the absence of acetylcholine. J Neurosci 2005, 25:9347-9357. doi:10.1523/jneurosci.1800-05.2005
- [18]Stafford BK, Sher A, Litke AM, Feldheim DA: Spatial-temporal patterns of retinal waves underlying activity-dependent refinement of retinofugal projections. Neuron 2009, 64:200-212. doi:10.1016/j.neuron.2009.09.021
- [19]Sun C, Warland DK, Ballesteros JM, van der List D, Chalupa LM: Retinal waves in mice lacking the beta2 subunit of the nicotinic acetylcholine receptor. Proc Natl Acad Sci USA 2008, 105:13638-13643. doi:10.1073/pnas.0807178105
- [20]McLaughlin T, Torborg CL, Feller MB, O’Leary DDM: Retinotopic map refinement requires spontaneous retinal waves during a brief critical period of development. Neuron 2003, 40:1147-1160. doi:10.1016/S0896-6273(03)00790-6
- [21]Sun C, Speer CM, Wang G-Y, Chapman B, Chalupa LM: Epibatidine application in vitro blocks retinal waves without silencing all retinal ganglion cell action potentials in developing retina of the mouse and ferret. J Neurophysiol 2008, 100:3253-3263. doi:10.1152/jn.90303.2008
- [22]Torborg C, Wang C-T, Muir-Robinson G, Feller MB: L-type calcium channel agonist induces correlated depolarizations in mice lacking the beta2 subunit nAChRs. Vision Res 2004, 44:3347-3355. doi:10.1016/j.visres.2004.08.015
- [23]Hansen KA, Torborg CL, Elstrott J, Feller MB: Expression and function of the neuronal gap junction protein connexin 36 in developing mammalian retina. J Comp Neurol 2005, 493:309-320. doi:10.1002/cne.20759
- [24]Torborg CL, Hansen KA, Feller MB: High frequency, synchronized bursting drives eye-specific segregation of retinogeniculate projections. Nat Neurosci 2005, 8:72-78. doi:10.1038/nn1376
- [25]Meister M, Wong RO, Baylor DA, Shatz CJ: Synchronous bursts of action potentials in ganglion cells of the developing mammalian retina. Science 1991, 252:939-943. doi:10.1126/science.2035024
- [26]Xu H-P, Furman M, Mineur YS, Chen H, King SL, Zenisek D, Jimmy Zhou Z, Butts DA, Tian N, Picciotto MR, Crair MC: An instructive role for patterned spontaneous retinal activity in mouse visual map development. Neuron 2011, 70:1115-1127. doi:10.1016/j.neuron.2011.04.028
- [27]Bonomini MP, Ferrandez JM, Bolea JA, Fernandez E: DATA-MEAns: an open source tool for the classification and management of neural ensemble recordings. J Neurosci Methods 2005, 148:137-146. doi:10.1016/j.jneumeth.2005.04.008
- [28]Bologna LL, Pasquale V, Garofalo M, Gandolfo M, Baljon PL, Maccione A, Martinoia S, Chiappalone M: Investigating neuronal activity by SPYCODE multi-channel data analyzer. Neural Netw 2010, 23:685-697. doi:10.1016/j.neunet.2010.05.002
- [29]Wong RO, Meister M, Shatz CJ: Transient period of correlated bursting activity during development of the mammalian retina. Neuron 1993, 11:923-938. doi:10.1016/0896-6273(93)90122-8
- [30]Sernagor E, Grzywacz NM: Influence of spontaneous activity and visual experience on developing retinal receptive fields. Curr Biol 1996, 6:1503-1508. doi:10.1016/s0960-9822(96)00755-5
- [31]Feller MB, Wellis DP, Stellwagen D, Werblin FS, Shatz CJ: Requirement for cholinergic synaptic transmission in the propagation of spontaneous retinal waves. Science 1996, 272:1182-1187. doi:10.1126/science.272.5265.1182
- [32]Bansal A, Singer JH, Hwang BJ, Xu W, Beaudet A, Feller MB: Mice lacking specific nicotinic acetylcholine receptor subunits exhibit dramatically altered spontaneous activity patterns and reveal a limited role for retinal waves in forming ON and OFF circuits in the inner retina. J Neurosci 2000, 20:7672-7681.
- [33]CARMEN Portal Home Page [https://portal.carmen.org.uk webcite]
- [34]Jessop M, Weeks M, Austin J: CARMEN: a practical approach to metadata management. Philos Trans A Math Phys Eng Sci 2010, 368:4147-4159. doi:10.1098/rsta.2010.0147
- [35]Weeks M, Jessop M, Fletcher M, Hodge V, Jackson T, Austin J: The CARMEN software as a service infrastructure. Philos Trans A Math Phys Eng Sci 2013, 371:20120080. doi:10.1098/rsta.2012.0080
- [36]Liang B, Simonotto J, Knowles A, Fletcher M: The Neurophysiology Data Translation Format (NDF) Specification — V1.2.1. 2010. [http://www.carmen.org.uk/standards/CarmenDataSpecs.pdf webcite]
- [37]Feller MB: Retinal waves are likely to instruct the formation of eye-specific retinogeniculate projections. Neural Dev 2009, 4:24. doi:10.1186/1749-8104-4-24 BioMed Central Full Text
- [38]Chalupa LM: Retinal waves are unlikely to instruct the formation of eye-specific retinogeniculate projections. Neural Dev 2009, 4:25. doi:10.1186/1749-8104-4-25 BioMed Central Full Text
- [39]Novellino A, Scelfo B, Palosaari T, Price A, Sobanski T, Shafer TJ, Johnstone AFM, Gross GW, Gramowski A, Schroeder O, Jügelt K, Chiappalone M, Benfenati F, Martinoia S, Tedesco MT, Defranchi E, D’Angelo P, Whelan M: Development of micro-electrode array based tests for neurotoxicityassessment of interlaboratory reproducibility with neuroactive chemicals. Front Neuroeng 2011, 4:4. doi:10.3389/fneng.2011.00004
- [40]MacLaren EJ, Charlesworth P, Coba MP, Grant SGN: Knockdown of mental disorder susceptibility genes disrupts neuronal network physiology in vitro. Mol Cell Neurosci 2011, 47:93-99. doi:10.1016/j.mcn.2010.12.014
- [41]Teeters JL, Benda J, Davison AP, Eglen S, Gerhard S, Gerkin RC, Grewe J, Harris K, Jackson T, Mouček R, Pröpper R, Sessions HL, Smith LS, Sobolev A, Sommer FT, Stoewer A, Wachtler T: Considerations for developing a standard for storing electrophysiology data in HDF5. Front Neuroinform 2013. doi:10.3389/conf.fninf.2013.09.00069
- [42]Xie Y: Dynamic Documents with R and Knitr . Chapman & Hall/CRC The R Series. Boca Raton: Taylor & Francis; 2013.
- [43]Eglen SJ, Weeks M, Jessop M, Simonotto J, Jackson T, Sernagor E: Supporting Material for “A data repository and analysis framework for spontaneous neural activity recordings in developing retina”. Gigascience Databasehttp://dx.doi.org/10.5524/100089 webcite
- [44]Quiroga RQ, Nadasdy Z, Ben-Shaul Y: Unsupervised spike detection and sorting with wavelets and superparamagnetic clustering. Neural Comput 2004, 16:1661-1687. doi:10.1162/089976604774201631
- [45]Litke A, Bezayiff N, Chichilnisky EJ, Cunningham W, Dabrowski W, Grillo A, Grivich M, Grybos P, Hottowy P, Kachiguine S, Kalmar RS, Mathieson K, Petrusca D, Rahman M, Sher A: What does the eye tell the brain?: development of a system for the large-scale recording of retinal output activity. IEEE Trans Nucl Sci 2004, 51:1434-1440. doi:10.1109/TNS.2004.832706