TY - JOUR
T1 - Neuron ID dataset facilitates neuronal annotation for whole-brain activity imaging of C. elegans
AU - Toyoshima, Yu
AU - Wu, Stephen
AU - Kanamori, Manami
AU - Sato, Hirofumi
AU - Jang, Moon Sun
AU - Oe, Suzu
AU - Murakami, Yuko
AU - Teramoto, Takayuki
AU - Park, Chanhyun
AU - Iwasaki, Yuishi
AU - Ishihara, Takeshi
AU - Yoshida, Ryo
AU - Iino, Yuichi
N1 - Funding Information:
This work was supported by the CREST program “Creation of Fundamental Technologies for Understanding and Control of Biosystem Dynamics” (JPMJCR12W1) of the Japan Science and Technology Agency (JST). YIi was supported by Grant-in-Aid for Scientific Research (S) (JP17H06113); Grants-in-Aid for Innovative Areas “Systems molecular ethology” (JP20115002), “Memory dynamism” (JP25115010), and “Artificial Intelligence and Brain Science” (19H04980); and CisHub of the University of Tokyo. YT was supported by JST PRESTO (JPMJPR1947), MEXT/JSPS KAKENHI Grants-in-Aid for Young Scientists (JP26830006, JP18K14848) and for Scientific Research on Innovative Areas (JP16H01418 and JP18H04728 for “Resonance Bio”, JP17H05970 and 19H04928 for “Navi-Science”). TI was supported by Grants-in-Aid for Innovative Areas “Systems molecular ethology” (JP20115003) and “Memory dynamism” (JP25115009), and “Brain information dynamics” (JP18H05135). The funders had no role in the study design, data collection and analysis, decision to publish, or preparation of the manuscript.
Funding Information:
This work was supported by the CREST program Creation of Fundamental Technologies for Understanding and Control of Biosystem Dynamics (JPMJCR12W1) of the Japan Science and Technology Agency (JST). YIi was supported by Grant-in-Aid for Scientific Research (S) (JP17H06113); Grants-in-Aid for Innovative Areas Systems molecular ethology (JP20115002), Memory dynamism (JP25115010), and Artificial Intelligence and Brain Science (19H04980); and CisHub of the University of Tokyo. YT was supported by JST PRESTO (JPMJPR1947), MEXT/JSPS KAKENHI Grants-in-Aid for Young Scientists (JP26830006, JP18K14848) and for Scientific Research on Innovative Areas (JP16H01418 and JP18H04728 for Resonance Bio , JP17H05970 and 19H04928 for Navi-Science ). TI was supported by Grants-in-Aid for Innovative Areas Systems molecular ethology (JP20115003) and Memory dynamism (JP25115009), and Brain information dynamics (JP18H05135). The funders had no role in the study design, data collection and analysis, decision to publish, or preparation of the manuscript.
Publisher Copyright:
© 2020 The Author(s).
PY - 2020/3/19
Y1 - 2020/3/19
N2 - Background: Annotation of cell identity is an essential process in neuroscience that allows comparison of cells, including that of neural activities across different animals. In Caenorhabditis elegans, although unique identities have been assigned to all neurons, the number of annotatable neurons in an intact animal has been limited due to the lack of quantitative information on the location and identity of neurons. Results: Here, we present a dataset that facilitates the annotation of neuronal identities, and demonstrate its application in a comprehensive analysis of whole-brain imaging. We systematically identified neurons in the head region of 311 adult worms using 35 cell-specific promoters and created a dataset of the expression patterns and the positions of the neurons. We found large positional variations that illustrated the difficulty of the annotation task. We investigated multiple combinations of cell-specific promoters driving distinct fluorescence and generated optimal strains for the annotation of most head neurons in an animal. We also developed an automatic annotation method with human interaction functionality that facilitates annotations needed for whole-brain imaging. Conclusion: Our neuron ID dataset and optimal fluorescent strains enable the annotation of most neurons in the head region of adult C. elegans, both in full-automated fashion and a semi-automated version that includes human interaction functionalities. Our method can potentially be applied to model species used in research other than C. elegans, where the number of available cell-type-specific promoters and their variety will be an important consideration.
AB - Background: Annotation of cell identity is an essential process in neuroscience that allows comparison of cells, including that of neural activities across different animals. In Caenorhabditis elegans, although unique identities have been assigned to all neurons, the number of annotatable neurons in an intact animal has been limited due to the lack of quantitative information on the location and identity of neurons. Results: Here, we present a dataset that facilitates the annotation of neuronal identities, and demonstrate its application in a comprehensive analysis of whole-brain imaging. We systematically identified neurons in the head region of 311 adult worms using 35 cell-specific promoters and created a dataset of the expression patterns and the positions of the neurons. We found large positional variations that illustrated the difficulty of the annotation task. We investigated multiple combinations of cell-specific promoters driving distinct fluorescence and generated optimal strains for the annotation of most head neurons in an animal. We also developed an automatic annotation method with human interaction functionality that facilitates annotations needed for whole-brain imaging. Conclusion: Our neuron ID dataset and optimal fluorescent strains enable the annotation of most neurons in the head region of adult C. elegans, both in full-automated fashion and a semi-automated version that includes human interaction functionalities. Our method can potentially be applied to model species used in research other than C. elegans, where the number of available cell-type-specific promoters and their variety will be an important consideration.
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U2 - 10.1186/s12915-020-0745-2
DO - 10.1186/s12915-020-0745-2
M3 - Article
C2 - 32188430
AN - SCOPUS:85082035087
SN - 1741-7007
VL - 18
JO - BMC biology
JF - BMC biology
IS - 1
M1 - 30
ER -