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Francis J, Gibeily CR, Smith WV, Petropoulos IS, Anderson M, Heitler WJ, Prinz AA, Pulver SR. Inhibitory circuit motifs in Drosophila larvae generate motor program diversity and variability. PLoS Biol 2025; 23:e3003094. [PMID: 40258087 DOI: 10.1371/journal.pbio.3003094] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2024] [Accepted: 03/03/2025] [Indexed: 04/23/2025] Open
Abstract
How do neural networks generate and regulate diversity and variability in motor outputs with finite cellular components? Here we examine this problem by exploring the role that inhibitory neuron motifs play in generating mixtures of motor programs in the segmentally organised Drosophila larval locomotor system. We developed a computational model that is constrained by experimental calcium imaging data. The model comprises single-compartment cells with a single voltage-gated calcium current, which are interconnected by graded excitatory and inhibitory synapses. Local excitatory and inhibitory neurons form conditional oscillators in each hemisegment. Surrounding architecture reflects key aspects of inter- and intrasegmental connectivity motifs identified in the literature. The model generates metachronal waves of activity that recapitulate key features of fictive forwards and backwards locomotion, as well as bilaterally asymmetric activity in anterior regions that represents fictive head sweeps. The statistics of inputs to competing command-like motifs, coupled with inhibitory motifs that detect activity across multiple segments generate network states that promote diversity in motor outputs, while at the same time preventing maladaptive overlap in motor programs. Overall, the model generates testable predictions for connectomics and physiological studies while providing a platform for uncovering how inhibitory circuit motifs underpin generation of diversity and variability in motor systems.
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Affiliation(s)
- Jacob Francis
- School of Psychology and Neuroscience, University of St Andrews, St Andrews, United Kingdom
| | - Caius R Gibeily
- School of Psychology and Neuroscience, University of St Andrews, St Andrews, United Kingdom
| | - William V Smith
- School of Psychology and Neuroscience, University of St Andrews, St Andrews, United Kingdom
| | - Isabel S Petropoulos
- School of Psychology and Neuroscience, University of St Andrews, St Andrews, United Kingdom
| | - Michael Anderson
- School of Psychology and Neuroscience, University of St Andrews, St Andrews, United Kingdom
| | - William J Heitler
- School of Psychology and Neuroscience, University of St Andrews, St Andrews, United Kingdom
| | - Astrid A Prinz
- Department of Biology, Emory University, Atlanta, Georgia, United States of America
| | - Stefan R Pulver
- School of Psychology and Neuroscience, University of St Andrews, St Andrews, United Kingdom
- Institute for Behavioural and Neural Sciences, Centre of Biophotonics, and Centre for Biological Diversity, University of St Andrews, St Andrews, United Kingdom
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Zhang MG, Seyedolmohadesin M, Mercado SH, Tauffenberger A, Park H, Finnen N, Schroeder FC, Venkatachalam V, Sternberg PW. Sensory integration of food and population density during the diapause exit decision involves insulin-like signaling in Caenorhabditis elegans. Proc Natl Acad Sci U S A 2024; 121:e2405391121. [PMID: 39316052 PMCID: PMC11459166 DOI: 10.1073/pnas.2405391121] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2024] [Accepted: 08/20/2024] [Indexed: 09/25/2024] Open
Abstract
Decisions made over long time scales, such as life cycle decisions, require coordinated interplay between sensory perception and sustained gene expression. The Caenorhabditis elegans dauer (or diapause) exit developmental decision requires sensory integration of population density and food availability to induce an all-or-nothing organismal-wide response, but the mechanism by which this occurs remains unknown. Here, we demonstrate how the Amphid Single Cilium J (ASJ) chemosensory neurons, known to be critical for dauer exit, perform sensory integration at both the levels of gene expression and calcium activity. In response to favorable conditions, dauers rapidly produce and secrete the dauer exit-promoting insulin-like peptide INS-6. Expression of ins-6 in the ASJ neurons integrates population density and food level and can reflect decision commitment since dauers committed to exiting have higher ins-6 expression levels than those of noncommitted dauers. Calcium imaging in dauers reveals that the ASJ neurons are activated by food, and this activity is suppressed by pheromone, indicating that sensory integration also occurs at the level of calcium transients. We find that ins-6 expression in the ASJ neurons depends on neuronal activity in the ASJs, cGMP signaling, and the pheromone components ascr#8 and ascr#2. We propose a model in which decision commitment to exit the dauer state involves an autoregulatory feedback loop in the ASJ neurons that promotes high INS-6 production and secretion. These results collectively demonstrate how insulin-like peptide signaling helps animals compute long-term decisions by bridging sensory perception to decision execution.
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Affiliation(s)
- Mark G. Zhang
- Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, CA91125
| | | | - Soraya Hawk Mercado
- Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, CA91125
| | - Arnaud Tauffenberger
- Boyce Thompson Institute, Cornell University, Ithaca, NY14853
- Department of Chemistry and Chemical Biology, Cornell University, Ithaca, NY14853
| | - Heenam Park
- Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, CA91125
| | - Nerissa Finnen
- Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, CA91125
| | - Frank C. Schroeder
- Boyce Thompson Institute, Cornell University, Ithaca, NY14853
- Department of Chemistry and Chemical Biology, Cornell University, Ithaca, NY14853
| | | | - Paul W. Sternberg
- Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, CA91125
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3
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Zhang MG, Seyedolmohadesin M, Hawk S, Park H, Finnen N, Schroeder F, Venkatachalam V, Sternberg PW. Sensory integration of food availability and population density during the diapause exit decision involves insulin-like signaling in Caenorhabditis elegans. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.03.20.586022. [PMID: 38586049 PMCID: PMC10996498 DOI: 10.1101/2024.03.20.586022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/09/2024]
Abstract
Decisions made over long time scales, such as life cycle decisions, require coordinated interplay between sensory perception and sustained gene expression. The Caenorhabditis elegans dauer (or diapause) exit developmental decision requires sensory integration of population density and food availability to induce an all-or-nothing organismal-wide response, but the mechanism by which this occurs remains unknown. Here, we demonstrate how the ASJ chemosensory neurons, known to be critical for dauer exit, perform sensory integration at both the levels of gene expression and calcium activity. In response to favorable conditions, dauers rapidly produce and secrete the dauer exit-promoting insulin-like peptide INS-6. Expression of ins-6 in the ASJ neurons integrate population density and food level and can reflect decision commitment since dauers committed to exiting have higher ins-6 expression levels than those of non-committed dauers. Calcium imaging in dauers reveals that the ASJ neurons are activated by food, and this activity is suppressed by pheromone, indicating that sensory integration also occurs at the level of calcium transients. We find that ins-6 expression in the ASJ neurons depends on neuronal activity in the ASJs, cGMP signaling, a CaM-kinase pathway, and the pheromone components ascr#8 and ascr#2. We propose a model in which decision commitment to exit the dauer state involves an autoregulatory feedback loop in the ASJ neurons that promotes high INS-6 production and secretion. These results collectively demonstrate how insulin-like peptide signaling helps animals compute long-term decisions by bridging sensory perception to decision execution.
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Affiliation(s)
- Mark G Zhang
- Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, CA, USA
| | | | - Soraya Hawk
- Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, CA, USA
| | - Heenam Park
- Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, CA, USA
| | - Nerissa Finnen
- Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, CA, USA
| | - Frank Schroeder
- Boyce Thompson Institute and Department of Chemistry and Chemical Biology, Cornell University, Ithaca, NY, USA
| | | | - Paul W Sternberg
- Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, CA, USA
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Chiang MH, Lin YC, Wu T, Wu CL. Thermosensation and Temperature Preference: From Molecules to Neuronal Circuits in Drosophila. Cells 2023; 12:2792. [PMID: 38132112 PMCID: PMC10741703 DOI: 10.3390/cells12242792] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2023] [Revised: 12/01/2023] [Accepted: 12/06/2023] [Indexed: 12/23/2023] Open
Abstract
Temperature has a significant effect on all physiological processes of animals. Suitable temperatures promote responsiveness, movement, metabolism, growth, and reproduction in animals, whereas extreme temperatures can cause injury or even death. Thus, thermosensation is important for survival in all animals. However, mechanisms regulating thermosensation remain unexplored, mostly because of the complexity of mammalian neural circuits. The fruit fly Drosophila melanogaster achieves a desirable body temperature through ambient temperature fluctuations, sunlight exposure, and behavioral strategies. The availability of extensive genetic tools and resources for studying Drosophila have enabled scientists to unravel the mechanisms underlying their temperature preference. Over the past 20 years, Drosophila has become an ideal model for studying temperature-related genes and circuits. This review provides a comprehensive overview of our current understanding of thermosensation and temperature preference in Drosophila. It encompasses various aspects, such as the mechanisms by which flies sense temperature, the effects of internal and external factors on temperature preference, and the adaptive strategies employed by flies in extreme-temperature environments. Understanding the regulating mechanisms of thermosensation and temperature preference in Drosophila can provide fundamental insights into the underlying molecular and neural mechanisms that control body temperature and temperature-related behavioral changes in other animals.
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Affiliation(s)
- Meng-Hsuan Chiang
- Graduate Institute of Biomedical Sciences, College of Medicine, Chang Gung University, Taoyuan 33302, Taiwan; (M.-H.C.); (Y.-C.L.)
| | - Yu-Chun Lin
- Graduate Institute of Biomedical Sciences, College of Medicine, Chang Gung University, Taoyuan 33302, Taiwan; (M.-H.C.); (Y.-C.L.)
| | - Tony Wu
- Department of Neurology, New Taipei Municipal TuCheng Hospital, Chang Gung Memorial Hospital, New Taipei City 23652, Taiwan;
| | - Chia-Lin Wu
- Department of Neurology, New Taipei Municipal TuCheng Hospital, Chang Gung Memorial Hospital, New Taipei City 23652, Taiwan;
- Department of Biochemistry, College of Medicine, Chang Gung University, Taoyuan 33302, Taiwan
- Brain Research Center, National Tsing Hua University, Hsinchu 30013, Taiwan
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