The spatial and temporal structure of neural activity across the fly brain

被引:4
|
作者
Schaffer, Evan S. [1 ,2 ]
Mishra, Neeli [1 ,2 ]
Whiteway, Matthew R. [1 ,2 ,3 ,4 ]
Li, Wenze [1 ,2 ,5 ]
Vancura, Michelle B. [1 ,2 ]
Freedman, Jason [1 ,2 ]
Patel, Kripa B. [1 ,2 ,5 ]
Voleti, Venkatakaushik [1 ,2 ,5 ]
Paninski, Liam [1 ,2 ,3 ]
Hillman, Elizabeth M. C. [1 ,2 ,5 ,6 ]
Abbott, L. F. [1 ,2 ,7 ]
Axel, Richard [1 ,2 ,8 ,9 ]
机构
[1] Columbia Univ, Mortimer B Zuckerman Mind Brain Behav Inst, New York, NY 10027 USA
[2] Columbia Univ, Dept Neurosci, New York, NY 10027 USA
[3] Columbia Univ, Dept Stat, New York, NY 10027 USA
[4] Columbia Univ, Grossman Ctr Stat Mind, New York, NY 10027 USA
[5] Columbia Univ, Dept Biomed Engn, New York, NY 10027 USA
[6] Columbia Univ, Dept Radiol, New York, NY 10027 USA
[7] Columbia Univ, Dept Physiol & Cellular Biophys, New York, NY 10032 USA
[8] Columbia Univ, Dept Biochem & Mol Biophys, New York, NY 10032 USA
[9] Columbia Univ, Howard Hughes Med Inst, New York, NY 10027 USA
关键词
CELLULAR RESOLUTION; BEHAVIORAL STATE; DROSOPHILA; DYNAMICS; MODULATION; NEURONS; WIDESPREAD;
D O I
10.1038/s41467-023-41261-2
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
What are the spatial and temporal scales of brainwide neuronal activity? We used swept, confocally-aligned planar excitation (SCAPE) microscopy to image all cells in a large volume of the brain of adult Drosophila with high spatiotemporal resolution while flies engaged in a variety of spontaneous behaviors. This revealed neural representations of behavior on multiple spatial and temporal scales. The activity of most neurons correlated (or anticorrelated) with running and flailing over timescales that ranged from seconds to a minute. Grooming elicited a weaker global response. Significant residual activity not directly correlated with behavior was high dimensional and reflected the activity of small clusters of spatially organized neurons that may correspond to genetically defined cell types. These clusters participate in the global dynamics, indicating that neural activity reflects a combination of local and broadly distributed components. This suggests that microcircuits with highly specified functions are provided with knowledge of the larger context in which they operate. Neuropil regions across the fly brain are activated by locomotion. Here, authors show that this movement-related activity involves most neurons in the dorsal fly brain, including genetically defined neurons with known, seemingly unrelated functions.
引用
收藏
页数:15
相关论文
共 50 条
  • [1] The spatial and temporal structure of neural activity across the fly brain
    Evan S. Schaffer
    Neeli Mishra
    Matthew R. Whiteway
    Wenze Li
    Michelle B. Vancura
    Jason Freedman
    Kripa B. Patel
    Venkatakaushik Voleti
    Liam Paninski
    Elizabeth M. C. Hillman
    L. F. Abbott
    Richard Axel
    [J]. Nature Communications, 14 (1)
  • [2] Temporal structure of neural activity and modelling of information processing in the brain
    Borisyuk, R
    Borisyuk, G
    Kazanovich, Y
    [J]. EMERGENT NEURAL COMPUTATIONAL ARCHITECTURES BASED ON NEUROSCIENCE: TOWARDS NEUROSCIENCE-INSPIRED COMPUTING, 2001, 2036 : 237 - 254
  • [3] To download or not to download? Spatial and temporal neural dynamics across the brain regions when deciding to download an app
    Parmar, Harshit
    Tahvildar, Ala
    Ghasemi, Ehsan
    Jung, Shinyoung
    Davis, Fred
    Walden, Eric
    [J]. INTERNATIONAL JOURNAL OF INFORMATION MANAGEMENT, 2022, 66
  • [4] Recording of brain activity across spatial scales
    Lewis, C. M.
    Bosman, C. A.
    Fries, P.
    [J]. CURRENT OPINION IN NEUROBIOLOGY, 2015, 32 : 68 - 77
  • [5] Interpreting spatial and temporal neural activity through. a recurrent neural network brain-machine interface
    Sanchez, JC
    Erdogmus, D
    Nicolelis, MAL
    Wessberg, J
    Principe, JC
    [J]. IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2005, 13 (02) : 213 - 219
  • [6] Spatial and temporal imaging of brain activity during processing of temporal information
    Pouthas, V
    Garnero, L
    Ferrandez, AM
    Renault, B
    [J]. CAHIERS DE PSYCHOLOGIE COGNITIVE-CURRENT PSYCHOLOGY OF COGNITION, 1998, 17 (4-5): : 1068 - 1069
  • [7] Spatial and Temporal Analysis of Interictal Activity in the Epileptic Brain
    McCall, Paul
    Cabrerizo, Mercedes
    Adjouadi, Malek
    [J]. 2012 IEEE SIGNAL PROCESSING IN MEDICINE AND BIOLOGY SYMPOSIUM (SPMB), 2012,
  • [8] Temporal and spatial summation of peripheral impulses with activity of the Brain
    不详
    [J]. ANNEE PSYCHOLOGIQUE, 1936, 37 : 229 - 230
  • [9] Evolution of spatial and temporal features of functional brain networks across the lifespan
    Vij, Shruti G.
    Nomi, Jason S.
    Dajani, Dina R.
    Uddin, Lucina Q.
    [J]. NEUROIMAGE, 2018, 173 : 498 - 508
  • [10] Spatial and temporal mapping of neural activity associated with auditory hallucinations
    Lennox, BR
    Bert, S
    Park, G
    Jones, PB
    Morris, PG
    [J]. LANCET, 1999, 353 (9153): : 644 - 644