1
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Pan P, Zhang P, Premachandran S, Peng R, Wang S, Fan Q, Sun Y, Calarco JA, Liu X. High-Resolution Imaging and Morphological Phenotyping of C. elegans through Stable Robotic Sample Rotation and Artificial Intelligence-Based 3-Dimensional Reconstruction. RESEARCH (WASHINGTON, D.C.) 2024; 7:0513. [PMID: 39479356 PMCID: PMC11522223 DOI: 10.34133/research.0513] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/16/2024] [Revised: 09/19/2024] [Accepted: 10/04/2024] [Indexed: 11/02/2024]
Abstract
Accurate visualization and 3-dimensional (3D) morphological profiling of small model organisms can provide quantitative phenotypes benefiting genetic analysis and modeling of human diseases in tractable organisms. However, in the highly studied nematode Caenorhabditis elegans, accurate morphological phenotyping remains challenging because of notable decrease in image resolution of distant signal under high magnification and complexity in the 3D reconstruction of microscale samples with irregular shapes. Here, we develop a robust robotic system that enables the contactless, stable, and uniform rotation of C. elegans for multi-view fluorescent imaging and 3D morphological phenotyping via the precise reconstruction of 3D models. Contactless animal rotation accommodates a variety of body shapes and sizes found at different developmental stages and in mutant strains. Through controlled rotation, high-resolution fluorescent imaging of C. elegans structures is obtained by overcoming the limitations inherent in both widefield and confocal microscopy. Combining our robotic system with machine learning, we create, for the first time, precise 3D reconstructions of C. elegans at the embryonic and adult stages, enabling 3D morphological phenotyping of mutant strains in an accurate and comprehensive fashion. Intriguingly, our morphological phenotyping discovered a genetic interaction between 2 RNA binding proteins (UNC-75/CELF and MBL-1/MBNL), which are highly conserved between C. elegans and humans and implicated in neurological and muscular disorders. Our system can thus generate quantitative morphological readouts facilitating the investigation of genetic variations and disease mechanisms. More broadly, our method will also be amenable for 3D phenotypic analysis of other biological samples, like zebrafish and Drosophila larvae.
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Affiliation(s)
- Peng Pan
- Department of Mechanical and Industrial Engineering,
University of Toronto, Toronto, Ontario M5S 3G8, Canada
| | - Pengsong Zhang
- Department of Mechanical and Industrial Engineering,
University of Toronto, Toronto, Ontario M5S 3G8, Canada
| | - Sharanja Premachandran
- Department of Cell & Systems Biology,
University of Toronto, Toronto, Ontario M5S 3G5, Canada
| | - Ran Peng
- College of Marine Engineering,
Dalian Maritime University, Dalian 116026, China
| | - Shaojia Wang
- Department of Mechanical and Industrial Engineering,
University of Toronto, Toronto, Ontario M5S 3G8, Canada
| | - Qigao Fan
- School of Internet of Things Engineering,
Jiangnan University, Wuxi 214122, China
| | - Yu Sun
- Department of Mechanical and Industrial Engineering,
University of Toronto, Toronto, Ontario M5S 3G8, Canada
- Institute of Biomedical Engineering, University of Toronto, Toronto, Ontario M5S 3G9, Canada
| | - John A. Calarco
- Department of Cell & Systems Biology,
University of Toronto, Toronto, Ontario M5S 3G5, Canada
| | - Xinyu Liu
- Department of Mechanical and Industrial Engineering,
University of Toronto, Toronto, Ontario M5S 3G8, Canada
- Institute of Biomedical Engineering, University of Toronto, Toronto, Ontario M5S 3G9, Canada
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2
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Saad MZH, Ryan V WG, Edwards CA, Szymanski BN, Marri AR, Jerow LG, McCullumsmith R, Bamber BA. Olfactory combinatorial coding supports risk-reward decision making in C. elegans. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.06.19.599745. [PMID: 39484578 PMCID: PMC11526860 DOI: 10.1101/2024.06.19.599745] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/03/2024]
Abstract
Olfactory-driven behaviors are essential for animal survival, but mechanisms for decoding olfactory inputs remain poorly understood. We have used whole-network Ca ++ imaging to study olfactory coding in Caenorhabditis elegans. We show that the odorant 1-octanol is encoded combinatorially in the periphery as both an attractant and a repellant. These inputs are integrated centrally, and their relative strengths determine the sensitivity and valence of the behavioral response through modulation of locomotory reversals and speed. The balance of these pathways also dictates the activity of the locomotory command interneurons, which control locomotory reversals. This balance serves as a regulatory node for response modulation, allowing C. elegans to weigh opportunities and hazards in its environment when formulating behavioral responses. Thus, an odorant can be encoded simultaneously as inputs of opposite valence, focusing attention on the integration of these inputs in determining perception, response, and plasticity.
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3
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Mackie M, Le VV, Carstensen HR, Kushnir NR, Castro DL, Dimov IM, Quach KT, Cook SJ, Hobert O, Chalasani SH, Hong RL. Evolution of lateralized gustation in nematodes. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.08.31.610597. [PMID: 39282255 PMCID: PMC11398344 DOI: 10.1101/2024.08.31.610597] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 09/22/2024]
Abstract
Animals with small nervous systems have a limited number of sensory neurons that must encode information from a changing environment. This problem is particularly exacerbated in nematodes that populate a wide variety of distinct ecological niches but only have a few sensory neurons available to encode multiple modalities. How does sensory diversity prevail within this neuronal constraint? To identify the genetic basis for patterning different nervous systems, we demonstrate that sensory neurons in the Pristionchus pacificus respond to various salt sensory cues in a manner that is partially distinct from that of the distantly related nematode C. elegans. By visualizing neuronal activity patterns, we show that contrary to previous expectations based on its genome sequence, the salt responses of P. pacificus are encoded in a left/right asymmetric manner in the bilateral ASE neuron pair. Our study illustrates patterns of evolutionary stability and change in the gustatory system of nematodes.
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Affiliation(s)
- Marisa Mackie
- Department of Biology California State University, Northridge, CA, USA
| | - Vivian Vy Le
- Department of Biology California State University, Northridge, CA, USA
| | | | - Nicole R. Kushnir
- Department of Biology California State University, Northridge, CA, USA
| | - Dylan L. Castro
- Department of Biology California State University, Northridge, CA, USA
| | - Ivan M. Dimov
- Department of Biology California State University, Northridge, CA, USA
| | - Kathleen T. Quach
- Molecular Neurobiology Laboratory Salk Institute for Biological Studies, La Jolla, CA, USA
| | - Steven J. Cook
- Department of Biological Sciences Howard Hughes Medical Institute, Columbia University, New York, NY, USA
- Present address: Neural Coding Department Allen Institute for Brain Science, Seattle, WA, USA
| | - Oliver Hobert
- Department of Biological Sciences Howard Hughes Medical Institute, Columbia University, New York, NY, USA
| | - Sreekanth H. Chalasani
- Molecular Neurobiology Laboratory Salk Institute for Biological Studies, La Jolla, CA, USA
| | - Ray L. Hong
- Department of Biology California State University, Northridge, CA, USA
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4
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Kwon Y, Kim J, Son YB, Lee SA, Choi SS, Cho Y. Advanced Neural Functional Imaging in C. elegans Using Lab-on-a-Chip Technology. MICROMACHINES 2024; 15:1027. [PMID: 39203678 PMCID: PMC11356251 DOI: 10.3390/mi15081027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/12/2024] [Revised: 08/05/2024] [Accepted: 08/06/2024] [Indexed: 09/03/2024]
Abstract
The ability to perceive and adapt to environmental changes is crucial for the survival of all organisms. Neural functional imaging, particularly in model organisms, such as Caenorhabditis elegans, provides valuable insights into how animals sense and process external cues through their nervous systems. Because of its fully mapped neural anatomy, transparent body, and genetic tractability, C. elegans serves as an ideal model for these studies. This review focuses on advanced methods for neural functional imaging in C. elegans, highlighting calcium imaging techniques, lab-on-a-chip technologies, and their applications in the study of various sensory modalities, including chemosensation, mechanosensation, thermosensation, photosensation, and magnetosensation. We discuss the benefits of these methods in terms of precision, reproducibility, and ability to study dynamic neural processes in real time, ultimately advancing our understanding of the fundamental principles of neural activity and connectivity.
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Affiliation(s)
- Youngeun Kwon
- Department of Chemical Engineering, Myongji University, Yongin 17058, Republic of Korea; (Y.K.); (J.K.); (Y.B.S.)
| | - Jihye Kim
- Department of Chemical Engineering, Myongji University, Yongin 17058, Republic of Korea; (Y.K.); (J.K.); (Y.B.S.)
| | - Ye Bin Son
- Department of Chemical Engineering, Myongji University, Yongin 17058, Republic of Korea; (Y.K.); (J.K.); (Y.B.S.)
| | - Sol Ah Lee
- School of Chemical & Biomolecular Engineering, Georgia Institute of Technology, Atlanta, GA 30332, USA;
| | - Shin Sik Choi
- Department of Bio-Pharmaceutical Sciences, Myongji University, Yongin 17058, Republic of Korea;
- The Natural Science Research Institute, Department of Food and Nutrition, Myongji University, Yongin 17058, Republic of Korea
- elegslab Inc., Seoul 06083, Republic of Korea
| | - Yongmin Cho
- Department of Chemical Engineering, Myongji University, Yongin 17058, Republic of Korea; (Y.K.); (J.K.); (Y.B.S.)
- elegslab Inc., Seoul 06083, Republic of Korea
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5
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Sharma AK, Randi F, Kumar S, Dvali S, Leifer AM. TWISP: a transgenic worm for interrogating signal propagation in Caenorhabditis elegans. Genetics 2024; 227:iyae077. [PMID: 38733622 PMCID: PMC11228852 DOI: 10.1093/genetics/iyae077] [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: 02/11/2024] [Revised: 02/11/2024] [Accepted: 04/11/2024] [Indexed: 05/13/2024] Open
Abstract
Genetically encoded optical indicators and actuators of neural activity allow for all-optical investigations of signaling in the nervous system. But commonly used indicators, actuators, and expression strategies are poorly suited for systematic measurements of signal propagation at brain scale and cellular resolution. Large-scale measurements of the brain require indicators and actuators with compatible excitation spectra to avoid optical crosstalk. They must be highly expressed in every neuron but at the same time avoid lethality and permit the animal to reach adulthood. Their expression must also be compatible with additional fluorescent labels to locate and identify neurons, such as those in the NeuroPAL cell identification system. We present TWISP, a transgenic worm for interrogating signal propagation, that addresses these needs and enables optical measurements of evoked calcium activity at brain scale and cellular resolution in the nervous system of the nematode Caenorhabditis elegans. In every neuron we express a nonconventional optical actuator, the gustatory receptor homolog GUR-3 + PRDX-2, under the control of a drug-inducible system QF + hGR, and a calcium indicator GCAMP6s, in a background with additional fluorophores from the NeuroPAL cell ID system. We show that this combination, but not others tested, avoids optical crosstalk, creates strong expression in the adult, and generates stable transgenic lines for systematic measurements of signal propagation in the worm brain.
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Affiliation(s)
- Anuj Kumar Sharma
- Department of Physics, Princeton University, Princeton, NJ 08544, USA
| | - Francesco Randi
- Department of Physics, Princeton University, Princeton, NJ 08544, USA
| | - Sandeep Kumar
- Princeton Neuroscience Institute, Princeton University, Princeton, NJ 08544, USA
| | - Sophie Dvali
- Department of Physics, Princeton University, Princeton, NJ 08544, USA
| | - Andrew M Leifer
- Department of Physics, Princeton University, Princeton, NJ 08544, USA
- Princeton Neuroscience Institute, Princeton University, Princeton, NJ 08544, USA
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6
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Fryer E, Guha S, Rogel-Hernandez LE, Logan-Garbisch T, Farah H, Rezaei E, Mollhoff IN, Nekimken AL, Xu A, Seyahi LS, Fechner S, Druckmann S, Clandinin TR, Rhee SY, Goodman MB. A high-throughput behavioral screening platform for measuring chemotaxis by C. elegans. PLoS Biol 2024; 22:e3002672. [PMID: 38935621 PMCID: PMC11210793 DOI: 10.1371/journal.pbio.3002672] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2023] [Accepted: 05/11/2024] [Indexed: 06/29/2024] Open
Abstract
Throughout history, humans have relied on plants as a source of medication, flavoring, and food. Plants synthesize large chemical libraries and release many of these compounds into the rhizosphere and atmosphere where they affect animal and microbe behavior. To survive, nematodes must have evolved the sensory capacity to distinguish plant-made small molecules (SMs) that are harmful and must be avoided from those that are beneficial and should be sought. This ability to classify chemical cues as a function of their value is fundamental to olfaction and represents a capacity shared by many animals, including humans. Here, we present an efficient platform based on multiwell plates, liquid handling instrumentation, inexpensive optical scanners, and bespoke software that can efficiently determine the valence (attraction or repulsion) of single SMs in the model nematode, Caenorhabditis elegans. Using this integrated hardware-wetware-software platform, we screened 90 plant SMs and identified 37 that attracted or repelled wild-type animals but had no effect on mutants defective in chemosensory transduction. Genetic dissection indicates that for at least 10 of these SMs, response valence emerges from the integration of opposing signals, arguing that olfactory valence is often determined by integrating chemosensory signals over multiple lines of information. This study establishes that C. elegans is an effective discovery engine for determining chemotaxis valence and for identifying natural products detected by the chemosensory nervous system.
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Affiliation(s)
- Emily Fryer
- Department of Molecular and Cellular Physiology, Stanford University, Stanford, California, United States of America
- Department of Plant Biology, Carnegie Institution for Science, Stanford, California, United States of America
| | - Sujay Guha
- Department of Molecular and Cellular Physiology, Stanford University, Stanford, California, United States of America
| | - Lucero E. Rogel-Hernandez
- Department of Molecular and Cellular Physiology, Stanford University, Stanford, California, United States of America
| | - Theresa Logan-Garbisch
- Department of Molecular and Cellular Physiology, Stanford University, Stanford, California, United States of America
- Neurosciences Graduate Program, Stanford University, Stanford, California, United States of America
| | - Hodan Farah
- Department of Molecular and Cellular Physiology, Stanford University, Stanford, California, United States of America
- Department of Plant Biology, Carnegie Institution for Science, Stanford, California, United States of America
| | - Ehsan Rezaei
- Department of Molecular and Cellular Physiology, Stanford University, Stanford, California, United States of America
| | - Iris N. Mollhoff
- Department of Biology, Stanford University, Stanford, California, United States of America
| | - Adam L. Nekimken
- Department of Molecular and Cellular Physiology, Stanford University, Stanford, California, United States of America
- Department of Mechanical Engineering, Stanford University, Stanford, California, United States of America
| | - Angela Xu
- Department of Plant Biology, Carnegie Institution for Science, Stanford, California, United States of America
| | - Lara Selin Seyahi
- Department of Molecular and Cellular Physiology, Stanford University, Stanford, California, United States of America
- Department of Plant Biology, Carnegie Institution for Science, Stanford, California, United States of America
| | - Sylvia Fechner
- Department of Molecular and Cellular Physiology, Stanford University, Stanford, California, United States of America
| | - Shaul Druckmann
- Department of Neurobiology, Stanford University, Stanford, California, United States of America
| | - Thomas R. Clandinin
- Department of Neurobiology, Stanford University, Stanford, California, United States of America
| | - Seung Y. Rhee
- Department of Plant Biology, Carnegie Institution for Science, Stanford, California, United States of America
| | - Miriam B. Goodman
- Department of Molecular and Cellular Physiology, Stanford University, Stanford, California, United States of America
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7
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Karimi S, Gat A, Agazzi C, Oren-Suissa M, Krieg M. Automated dual olfactory device for studying head/tail chemosensation in Caenorhabditis elegans. APL Bioeng 2024; 8:026104. [PMID: 38655543 PMCID: PMC11036369 DOI: 10.1063/5.0187441] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2023] [Accepted: 04/01/2024] [Indexed: 04/26/2024] Open
Abstract
The correct interpretation of threat and reward is important for animal survival. Often, the decisions underlying these behavioral programs are mediated by volatile compounds in the animal's environment, which they detect and discriminate with specialized olfactory neurons along their body. Caenorhabditis (C.) elegans senses chemical stimuli with neurons located in the head and the tail of the animal, which mediate either attractive or aversive behaviors. How conflicting stimuli are processed in animals navigating different chemical gradients is poorly understood. Here, we conceived, created, and capitalized on a novel microfluidic device to enable automated and precise stimulation of head and tail neurons, either simultaneously or sequentially, while reading out neuronal activity in sensory and interneurons using genetically encoded calcium indicators. We achieve robust and programmable chemical pulses through the modulation of inlet pressures. To evaluate the device performance, we synchronized the flow control with microscopy data acquisition and characterized the flow properties in the fabricated devices. Together, our design has the potential to provide insight into the neural circuits and behavior of C. elegans simulating the experience of natural environments.
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Affiliation(s)
| | - Asaf Gat
- Department of Brain Sciences, Weizmann Institute of Science, Rehovot, Israel
| | - Costanza Agazzi
- ICFO—Institut de Ciències Fotòniques, Castelldefels, The Barcelona Institute of Science and Technology, Barcelona, Spain
| | - Meital Oren-Suissa
- Department of Brain Sciences, Weizmann Institute of Science, Rehovot, Israel
| | - Michael Krieg
- ICFO—Institut de Ciències Fotòniques, Castelldefels, The Barcelona Institute of Science and Technology, Barcelona, Spain
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8
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Fryer E, Guha S, Rogel-Hernandez LE, Logan-Garbisch T, Farah H, Rezaei E, Mollhoff IN, Nekimken AL, Xu A, Selin Seyahi L, Fechner S, Druckmann S, Clandinin TR, Rhee SY, Goodman MB. An efficient behavioral screening platform classifies natural products and other chemical cues according to their chemosensory valence in C. elegans. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2023.06.02.542933. [PMID: 37333363 PMCID: PMC10274637 DOI: 10.1101/2023.06.02.542933] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/20/2023]
Abstract
Throughout history, humans have relied on plants as a source of medication, flavoring, and food. Plants synthesize large chemical libraries and release many of these compounds into the rhizosphere and atmosphere where they affect animal and microbe behavior. To survive, nematodes must have evolved the sensory capacity to distinguish plant-made small molecules (SMs) that are harmful and must be avoided from those that are beneficial and should be sought. This ability to classify chemical cues as a function of their value is fundamental to olfaction, and represents a capacity shared by many animals, including humans. Here, we present an efficient platform based on multi-well plates, liquid handling instrumentation, inexpensive optical scanners, and bespoke software that can efficiently determine the valence (attraction or repulsion) of single SMs in the model nematode, Caenorhabditis elegans. Using this integrated hardware-wetware-software platform, we screened 90 plant SMs and identified 37 that attracted or repelled wild-type animals, but had no effect on mutants defective in chemosensory transduction. Genetic dissection indicates that for at least 10 of these SMs, response valence emerges from the integration of opposing signals, arguing that olfactory valence is often determined by integrating chemosensory signals over multiple lines of information. This study establishes that C. elegans is an effective discovery engine for determining chemotaxis valence and for identifying natural products detected by the chemosensory nervous system.
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Affiliation(s)
- Emily Fryer
- Department of Plant Biology, Carnegie Institution for Science
- Department of Molecular and Cellular Physiology, Stanford University
| | - Sujay Guha
- Department of Molecular and Cellular Physiology, Stanford University
| | | | - Theresa Logan-Garbisch
- Department of Molecular and Cellular Physiology, Stanford University
- Neurosciences Graduate Program, Stanford University
| | - Hodan Farah
- Department of Plant Biology, Carnegie Institution for Science
- Department of Molecular and Cellular Physiology, Stanford University
| | - Ehsan Rezaei
- Department of Molecular and Cellular Physiology, Stanford University
| | - Iris N. Mollhoff
- Department of Plant Biology, Carnegie Institution for Science
- Department of Molecular and Cellular Physiology, Stanford University
- Department of Biology, Stanford University
| | - Adam L. Nekimken
- Department of Molecular and Cellular Physiology, Stanford University
- Department of Mechanical Engineering, Stanford University
| | - Angela Xu
- Department of Plant Biology, Carnegie Institution for Science
| | - Lara Selin Seyahi
- Department of Plant Biology, Carnegie Institution for Science
- Department of Molecular and Cellular Physiology, Stanford University
| | - Sylvia Fechner
- Department of Molecular and Cellular Physiology, Stanford University
| | | | | | - Seung Y. Rhee
- Department of Plant Biology, Carnegie Institution for Science
| | - Miriam B. Goodman
- Department of Molecular and Cellular Physiology, Stanford University
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9
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Brissette B, Ficaro L, Li C, Jones DR, Ramanathan S, Ringstad N. Chemosensory detection of polyamine metabolites guides C. elegans to nutritive microbes. SCIENCE ADVANCES 2024; 10:eadj4387. [PMID: 38517971 PMCID: PMC10959419 DOI: 10.1126/sciadv.adj4387] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/27/2023] [Accepted: 02/16/2024] [Indexed: 03/24/2024]
Abstract
Much is known about molecular mechanisms by which animals detect pathogenic microbes, but how animals sense beneficial microbes remains poorly understood. The roundworm Caenorhabditis elegans is a microbivore that must distinguish nutritive microbes from pathogens. We characterized a neural circuit used by C. elegans to rapidly discriminate between nutritive bacteria and pathogens. Distinct sensory neuron populations responded to chemical cues from nutritive Escherichia coli and pathogenic Enterococcus faecalis, and these neural signals are decoded by downstream AIB interneurons. The polyamine metabolites cadaverine, putrescine, and spermidine produced by E. coli activate this neural circuit and elicit positive chemotaxis. Our study shows how polyamine odorants can be sensed by animals as proxies for microbe identity and suggests that, hence, polyamines might have widespread roles brokering host-microbe interactions.
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Affiliation(s)
- Benjamin Brissette
- Department of Cell Biology, Neuroscience and Physiology, Neuroscience Institute, NYU School of Medicine, New York, NY 10016, USA
| | - Lia Ficaro
- Department of Biochemistry and Pharmacology, NYU School of Medicine, New York, NY 10016, USA
| | - Chenguang Li
- Biophysics Program, Harvard University, Cambridge, MA 02138, USA
| | - Drew R. Jones
- Department of Biochemistry and Pharmacology, NYU School of Medicine, New York, NY 10016, USA
| | - Sharad Ramanathan
- Department of Molecular and Cellular Biology, Harvard University, Cambridge, MA 02138, USA
- John A. Paulson School of Engineering and Applied Sciences, Harvard University, Cambridge, MA 02138, USA
| | - Niels Ringstad
- Department of Cell Biology, Neuroscience and Physiology, Neuroscience Institute, NYU School of Medicine, New York, NY 10016, USA
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10
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Pu L, Wang J, Lu Q, Nilsson L, Philbrook A, Pandey A, Zhao L, Schendel RV, Koh A, Peres TV, Hashi WH, Myint SL, Williams C, Gilthorpe JD, Wai SN, Brown A, Tijsterman M, Sengupta P, Henriksson J, Chen C. Dissecting the genetic landscape of GPCR signaling through phenotypic profiling in C. elegans. Nat Commun 2023; 14:8410. [PMID: 38110404 PMCID: PMC10728192 DOI: 10.1038/s41467-023-44177-z] [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: 06/05/2023] [Accepted: 12/04/2023] [Indexed: 12/20/2023] Open
Abstract
G protein-coupled receptors (GPCRs) mediate responses to various extracellular and intracellular cues. However, the large number of GPCR genes and their substantial functional redundancy make it challenging to systematically dissect GPCR functions in vivo. Here, we employ a CRISPR/Cas9-based approach, disrupting 1654 GPCR-encoding genes in 284 strains and mutating 152 neuropeptide-encoding genes in 38 strains in C. elegans. These two mutant libraries enable effective deorphanization of chemoreceptors, and characterization of receptors for neuropeptides in various cellular processes. Mutating a set of closely related GPCRs in a single strain permits the assignment of functions to GPCRs with functional redundancy. Our analyses identify a neuropeptide that interacts with three receptors in hypoxia-evoked locomotory responses, unveil a collection of regulators in pathogen-induced immune responses, and define receptors for the volatile food-related odorants. These results establish our GPCR and neuropeptide mutant libraries as valuable resources for the C. elegans community to expedite studies of GPCR signaling in multiple contexts.
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Affiliation(s)
- Longjun Pu
- Department of Molecular Biology, Umeå University, Umeå, Sweden
- Umeå Centre for Molecular Medicine, Umeå University, Umeå, Sweden
- Wallenberg Centre for Molecular Medicine, Umeå University, Umeå, Sweden
| | - Jing Wang
- Department of Molecular Biology, Umeå University, Umeå, Sweden
- Umeå Centre for Molecular Medicine, Umeå University, Umeå, Sweden
- Wallenberg Centre for Molecular Medicine, Umeå University, Umeå, Sweden
| | - Qiongxuan Lu
- Department of Molecular Biology, Umeå University, Umeå, Sweden
- Umeå Centre for Molecular Medicine, Umeå University, Umeå, Sweden
- Wallenberg Centre for Molecular Medicine, Umeå University, Umeå, Sweden
| | - Lars Nilsson
- Department of Molecular Biology, Umeå University, Umeå, Sweden
- Umeå Centre for Molecular Medicine, Umeå University, Umeå, Sweden
- Wallenberg Centre for Molecular Medicine, Umeå University, Umeå, Sweden
| | - Alison Philbrook
- Department of Biology, MS 008, Brandeis University, 415 South Street, Waltham, MA, 02454, USA
| | - Anjali Pandey
- Department of Biology, MS 008, Brandeis University, 415 South Street, Waltham, MA, 02454, USA
| | - Lina Zhao
- Department of Molecular Biology, Umeå University, Umeå, Sweden
- Umeå Centre for Molecular Medicine, Umeå University, Umeå, Sweden
- Wallenberg Centre for Molecular Medicine, Umeå University, Umeå, Sweden
| | - Robin van Schendel
- Department of Human Genetics, Leiden University Medical Center, Leiden, The Netherlands
| | - Alan Koh
- MRC Laboratory of Medical Sciences, London, W12 0HS, UK
- Institute of Clinical Sciences, Imperial College London, London, UK
| | - Tanara V Peres
- MRC Laboratory of Medical Sciences, London, W12 0HS, UK
- Institute of Clinical Sciences, Imperial College London, London, UK
| | - Weheliye H Hashi
- MRC Laboratory of Medical Sciences, London, W12 0HS, UK
- Institute of Clinical Sciences, Imperial College London, London, UK
| | - Si Lhyam Myint
- Department of Molecular Biology, Umeå University, Umeå, Sweden
- Umeå Centre for Microbial Research (UCMR), Umeå University, Umeå, Sweden
- The Laboratory for Molecular Infection Medicine Sweden (MIMS), Umeå University, Umeå, Sweden
| | - Chloe Williams
- Department of Integrative Medical Biology, Umeå University, Umeå, Sweden
| | | | - Sun Nyunt Wai
- Department of Molecular Biology, Umeå University, Umeå, Sweden
- Umeå Centre for Microbial Research (UCMR), Umeå University, Umeå, Sweden
- The Laboratory for Molecular Infection Medicine Sweden (MIMS), Umeå University, Umeå, Sweden
| | - Andre Brown
- MRC Laboratory of Medical Sciences, London, W12 0HS, UK
- Institute of Clinical Sciences, Imperial College London, London, UK
| | - Marcel Tijsterman
- Department of Human Genetics, Leiden University Medical Center, Leiden, The Netherlands
| | - Piali Sengupta
- Department of Biology, MS 008, Brandeis University, 415 South Street, Waltham, MA, 02454, USA
| | - Johan Henriksson
- Department of Molecular Biology, Umeå University, Umeå, Sweden.
- Umeå Centre for Microbial Research (UCMR), Umeå University, Umeå, Sweden.
- Integrated Science Lab (Icelab), Umeå University, Umeå, Sweden.
| | - Changchun Chen
- Department of Molecular Biology, Umeå University, Umeå, Sweden.
- Umeå Centre for Molecular Medicine, Umeå University, Umeå, Sweden.
- Wallenberg Centre for Molecular Medicine, Umeå University, Umeå, Sweden.
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Deng H, Nakamoto T. Biosensors for Odor Detection: A Review. BIOSENSORS 2023; 13:1000. [PMID: 38131760 PMCID: PMC10741685 DOI: 10.3390/bios13121000] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/27/2023] [Revised: 11/21/2023] [Accepted: 11/23/2023] [Indexed: 12/23/2023]
Abstract
Animals can easily detect hundreds of thousands of odors in the environment with high sensitivity and selectivity. With the progress of biological olfactory research, scientists have extracted multiple biomaterials and integrated them with different transducers thus generating numerous biosensors. Those biosensors inherit the sensing ability of living organisms and present excellent detection performance. In this paper, we mainly introduce odor biosensors based on substances from animal olfactory systems. Several instances of organ/tissue-based, cell-based, and protein-based biosensors are described and compared. Furthermore, we list some other biological materials such as peptide, nanovesicle, enzyme, and aptamer that are also utilized in odor biosensors. In addition, we illustrate the further developments of odor biosensors.
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Affiliation(s)
| | - Takamichi Nakamoto
- Laboratory for Future Interdisciplinary Research of Science and Technology, Institute of Innovative Research, Tokyo Institute of Technology, 4259 Nagatsuta-cho, Midori, Yokohama 226-8503, Kanagawa, Japan;
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Randi F, Sharma AK, Dvali S, Leifer AM. Neural signal propagation atlas of Caenorhabditis elegans. Nature 2023; 623:406-414. [PMID: 37914938 PMCID: PMC10632145 DOI: 10.1038/s41586-023-06683-4] [Citation(s) in RCA: 21] [Impact Index Per Article: 21.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2022] [Accepted: 09/27/2023] [Indexed: 11/03/2023]
Abstract
Establishing how neural function emerges from network properties is a fundamental problem in neuroscience1. Here, to better understand the relationship between the structure and the function of a nervous system, we systematically measure signal propagation in 23,433 pairs of neurons across the head of the nematode Caenorhabditis elegans by direct optogenetic activation and simultaneous whole-brain calcium imaging. We measure the sign (excitatory or inhibitory), strength, temporal properties and causal direction of signal propagation between these neurons to create a functional atlas. We find that signal propagation differs from model predictions that are based on anatomy. Using mutants, we show that extrasynaptic signalling not visible from anatomy contributes to this difference. We identify many instances of dense-core-vesicle-dependent signalling, including on timescales of less than a second, that evoke acute calcium transients-often where no direct wired connection exists but where relevant neuropeptides and receptors are expressed. We propose that, in such cases, extrasynaptically released neuropeptides serve a similar function to that of classical neurotransmitters. Finally, our measured signal propagation atlas better predicts the neural dynamics of spontaneous activity than do models based on anatomy. We conclude that both synaptic and extrasynaptic signalling drive neural dynamics on short timescales, and that measurements of evoked signal propagation are crucial for interpreting neural function.
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Affiliation(s)
- Francesco Randi
- Department of Physics, Princeton University, Princeton, NJ, USA
- Regeneron Pharmaceuticals, Tarrytown, NY, USA
| | - Anuj K Sharma
- Department of Physics, Princeton University, Princeton, NJ, USA
| | - Sophie Dvali
- Department of Physics, Princeton University, Princeton, NJ, USA
| | - Andrew M Leifer
- Department of Physics, Princeton University, Princeton, NJ, USA.
- Princeton Neurosciences Institute, Princeton University, Princeton, NJ, USA.
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Sharma AK, Randi F, Kumar S, Dvali S, Leifer AM. TWISP: A Transgenic Worm for Interrogating Signal Propagation in C. elegans. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.08.03.551820. [PMID: 37577580 PMCID: PMC10418184 DOI: 10.1101/2023.08.03.551820] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/15/2023]
Abstract
Genetically encoded optical indicators and actuators of neural activity allow for all-optical investigations of signaling in the nervous system. But commonly used indicators, actuators and expression strategies are poorly suited for systematic measurements of signal propagation at brain scale and cellular resolution. Large scale measurements of the brain require indicators and actuators with compatible excitation spectra to avoid optical crosstalk. They must be highly expressed in every neuron but at the same time avoid lethality and permit the animal to reach adulthood. And finally, their expression must be compatible with additional fluorescent labels to locate and identify neurons, such as those in the NeuroPAL cell identification system. We present TWISP, a Transgenic Worm for Interrogating Signal Propagation, that address these needs and enables optical measurements of evoked calcium activity at brain scale and cellular resolution in the nervous system of the nematode Caenorhabditis elegans. We express in every neuron a non-conventional optical actuator, the gustatory receptor homolog GUR-3+PRDX-2 under the control of a drug-inducible system QF+hGR, and calcium indicator GCAMP6s, in a background with additional fluorophores of the NeuroPAL cell ID system. We show that this combination, but not others tested, avoids optical-crosstalk, creates strong expression in the adult, and generates stable transgenic lines for systematic measurements of signal propagation in the worm brain.
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Affiliation(s)
| | - Francesco Randi
- Department of Physics, Princeton University, Princeton, NJ, 08544
| | - Sandeep Kumar
- Princeton Neuroscience Institute, Princeton University, Princeton, NJ, 08544
| | - Sophie Dvali
- Department of Physics, Princeton University, Princeton, NJ, 08544
| | - Andrew M Leifer
- Department of Physics, Princeton University, Princeton, NJ, 08544
- Princeton Neuroscience Institute, Princeton University, Princeton, NJ, 08544
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Lev I, Zimmer M. When neurons split the load. eLife 2023; 12:87861. [PMID: 37140564 PMCID: PMC10159616 DOI: 10.7554/elife.87861] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/05/2023] Open
Abstract
Various aspects of olfactory memory are represented as modulated responses across different classes of neurons in C. elegans.
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Affiliation(s)
- Itamar Lev
- Department of Neuroscience and Developmental Biology, Vienna Biocenter, University of Vienna, Vienna, Austria
| | - Manuel Zimmer
- Department of Neuroscience and Developmental Biology, Vienna Biocenter, University of Vienna, Vienna, Austria
- Research Institute of Molecular Pathology, Vienna Biocenter, Vienna, Austria
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