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Calarco JA, Taylor SR, Miller DM. Detecting gene expression in Caenorhabditis elegans. Genetics 2024:iyae167. [PMID: 39693264 DOI: 10.1093/genetics/iyae167] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2024] [Accepted: 09/30/2024] [Indexed: 12/20/2024] Open
Abstract
Reliable methods for detecting and analyzing gene expression are necessary tools for understanding development and investigating biological responses to genetic and environmental perturbation. With its fully sequenced genome, invariant cell lineage, transparent body, wiring diagram, detailed anatomy, and wide array of genetic tools, Caenorhabditis elegans is an exceptionally useful model organism for linking gene expression to cellular phenotypes. The development of new techniques in recent years has greatly expanded our ability to detect gene expression at high resolution. Here, we provide an overview of gene expression methods for C. elegans, including techniques for detecting transcripts and proteins in situ, bulk RNA sequencing of whole worms and specific tissues and cells, single-cell RNA sequencing, and high-throughput proteomics. We discuss important considerations for choosing among these techniques and provide an overview of publicly available online resources for gene expression data.
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Affiliation(s)
- John A Calarco
- Department of Cell and Systems Biology, University of Toronto, Toronto, ON, Canada, M5S 3G5
| | - Seth R Taylor
- Department of Cell Biology and Physiology, Brigham Young University, Provo, UT 84602, USA
| | - David M Miller
- Department of Cell and Developmental Biology, Vanderbilt University, Nashville, TN 37240, USA
- Neuroscience Program, Vanderbilt University, Nashville, TN 37240, USA
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Hatai D, Levenson MT, Rehan VK, Allard P. Inter- and trans-generational impacts of environmental exposures on the germline resolved at the single-cell level. CURRENT OPINION IN TOXICOLOGY 2024; 38:100465. [PMID: 38586548 PMCID: PMC10993723 DOI: 10.1016/j.cotox.2024.100465] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/09/2024]
Abstract
Reproduction is a remarkably intricate process involving the interaction of multiple cell types and organ systems unfolding over long periods of time and that culminates with the production of gametes. The initiation of germ cell development takes place during embryogenesis but only completes decades later in humans. The complexity inherent to reproduction and its study has long hampered our ability to decipher how environmental agents disrupt this process. Single-cell approaches provide an opportunity for a deeper understanding of the action of toxicants on germline function and analyze how the response to their exposure is differentially distributed across tissues and cell types. In addition to single-cell RNA sequencing, other single-cell or nucleus level approaches such as ATAC-sequencing and multi-omics have expanded the strategies that can be implemented in reproductive toxicological studies to include epigenomic and the nuclear transcriptomic data. Here we will discuss the current state of single-cell technologies and how they can best be utilized to advance reproductive toxicological studies. We will then discuss case studies in two model organisms (Caenorhabditis elegans and mouse) studying different environmental exposures (alcohol and e-cigarettes respectively) to highlight the value of single-cell and single-nucleus approaches for reproductive biology and reproductive toxicology.
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Affiliation(s)
- Dylan Hatai
- UCLA Molecular Toxicology Interdepartmental Program, University of California Los Angeles, Los Angeles, CA, USA
| | - Max T. Levenson
- UCLA Molecular Toxicology Interdepartmental Program, University of California Los Angeles, Los Angeles, CA, USA
| | - Virender K. Rehan
- UCLA Molecular Toxicology Interdepartmental Program, University of California Los Angeles, Los Angeles, CA, USA
- Department of Pediatrics, The Lundquist Institute for Biomedical Innovation at Harbor-UCLA Medical Center, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA, USA
| | - Patrick Allard
- UCLA Molecular Toxicology Interdepartmental Program, University of California Los Angeles, Los Angeles, CA, USA
- Institute for Society and Genetics, University of California, Los Angeles, Los Angeles, CA, USA
- Molecular Biology Institute, University of California, Los Angeles, Los Angeles, CA, USA
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Ulaganathan G, Jiang H, Canio N, Oke A, Armstrong SS, Abrahamsson D, Varshavsky JR, Lam J, Cooper C, Robinson JF, Fung JC, Woodruff TJ, Allard P. Screening and characterization of 133 physiologically-relevant environmental chemicals for reproductive toxicity. Reprod Toxicol 2024; 126:108602. [PMID: 38723698 PMCID: PMC11155672 DOI: 10.1016/j.reprotox.2024.108602] [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: 02/14/2024] [Revised: 04/27/2024] [Accepted: 04/30/2024] [Indexed: 05/16/2024]
Abstract
Reproduction is a functional outcome that relies on complex cellular, tissue, and organ interactions that span the developmental period to adulthood. Thus, the assessment of its disruption by environmental chemicals would benefit significantly from scalable and innovative approaches to testing using functionally comparable reproductive models such as the nematode C. elegans. We adapted a previously described low-throughput in vivo chromosome segregation assay using C. elegans predictive of reproductive toxicity and leveraged available public data sources (ToxCast, ICE) to screen and characterize 133 physiologically-relevant chemicals in a high-throughput manner. The screening outcome was further validated in a second, independent in vivo assay assessing embryonic viability. In total, 13 chemicals were classified as reproductive toxicants with the two most active chemicals belonging to the large family of Quaternary Ammonium Compounds (QACs) commonly used as disinfectants but with limited available reproductive toxicity data. We compared the results from the C. elegans assay with ToxCast in vitro data compiled from 700+ cell response assays and 300+ signaling pathways-based assays. We did not observe a difference in the bioactivity or in the average potency (AC50) between the top and bottom chemicals. However, the intended target categories were significantly different between the classified chemicals with, in particular, an over-representation of steroid hormone targets for the high Z-score chemicals. Taken together, these results point to the value of in vivo models that scale to high-throughput level for reproductive toxicity assessment and to the need to prioritize the assessment of QACs impacts on reproduction.
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Affiliation(s)
- Gurugowtham Ulaganathan
- Institute for Society and Genetics, University of California, Los Angeles (UCLA), Los Angeles, CA, USA
| | - Hui Jiang
- Institute for Society and Genetics, University of California, Los Angeles (UCLA), Los Angeles, CA, USA
| | - Noah Canio
- Institute for Society and Genetics, University of California, Los Angeles (UCLA), Los Angeles, CA, USA
| | - Ashwini Oke
- Center for Reproductive Sciences and Department of Obstetrics, Gynecology & Reproductive Sciences, UCSF, San Francisco, CA, USA
| | - Sujit Silas Armstrong
- Institute for Society and Genetics, University of California, Los Angeles (UCLA), Los Angeles, CA, USA
| | - Dimitri Abrahamsson
- Department of Pediatrics at NYU Grossman School of Medicine, New York, NY, USA; University of California, San Francisco (UCSF), Program on Reproductive Health and the Environment, Department of Obstetrics, Gynecology and Reproductive Sciences, San Francisco, CA, USA
| | - Julia R Varshavsky
- Department of Health Sciences and Department of Civil and Environmental Engineering, Northeastern University, Boston, MA, USA
| | - Juleen Lam
- Department of Public Health, California State University, East Bay, Hayward, CA, USA
| | - Courtney Cooper
- University of California, San Francisco (UCSF), Program on Reproductive Health and the Environment, Department of Obstetrics, Gynecology and Reproductive Sciences, San Francisco, CA, USA
| | - Joshua F Robinson
- Center for Reproductive Sciences and Department of Obstetrics, Gynecology & Reproductive Sciences, UCSF, San Francisco, CA, USA
| | - Jennifer C Fung
- Center for Reproductive Sciences and Department of Obstetrics, Gynecology & Reproductive Sciences, UCSF, San Francisco, CA, USA
| | - Tracey J Woodruff
- Center for Reproductive Sciences and Department of Obstetrics, Gynecology & Reproductive Sciences, UCSF, San Francisco, CA, USA; University of California, San Francisco (UCSF), Program on Reproductive Health and the Environment, Department of Obstetrics, Gynecology and Reproductive Sciences, San Francisco, CA, USA
| | - Patrick Allard
- Institute for Society and Genetics, University of California, Los Angeles (UCLA), Los Angeles, CA, USA.
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Levenson MT, Barrere-Cain R, Truong L, Chen YW, Shuck K, Panter B, Reich E, Yang X, Allard P. Protocol for nuclear dissociation of the adult C. elegans for single-nucleus RNA sequencing and its application for mapping environmental responses. STAR Protoc 2023; 4:102756. [PMID: 38043054 PMCID: PMC10730361 DOI: 10.1016/j.xpro.2023.102756] [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: 08/22/2023] [Revised: 10/17/2023] [Accepted: 11/16/2023] [Indexed: 12/05/2023] Open
Abstract
Caenorhabditis elegans is a valuable model to study organ, tissue, and cell-type responses to external cues. However, the nematode comprises multiple syncytial tissues with spatial coordinates corresponding to distinct nuclear transcriptomes. Here, we present a single-nucleus RNA sequencing (snRNA-seq) protocol that aims to overcome difficulties encountered with single-cell RNA sequencing in C. elegans. We describe steps for isolating C. elegans nuclei for downstream applications including snRNA-seq applied to the context of alcohol exposure. For complete details on the use and execution of this protocol, please refer to Truong et al. (2023).1.
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Affiliation(s)
- Max T Levenson
- Molecular Toxicology Inter-Departmental Program, UCLA, Los Angeles, CA 90095, USA
| | - Rio Barrere-Cain
- Institute for Society & Genetics, UCLA, Los Angeles, CA 90095, USA
| | - Lisa Truong
- Human Genetics Graduate Program, UCLA, Los Angeles, CA 90095, USA
| | - Yen-Wei Chen
- Molecular Toxicology Inter-Departmental Program, UCLA, Los Angeles, CA 90095, USA
| | - Karissa Shuck
- Institute for Society & Genetics, UCLA, Los Angeles, CA 90095, USA
| | - Blake Panter
- Institute for Society & Genetics, UCLA, Los Angeles, CA 90095, USA
| | - Ella Reich
- Institute for Society & Genetics, UCLA, Los Angeles, CA 90095, USA
| | - Xia Yang
- Molecular Toxicology Inter-Departmental Program, UCLA, Los Angeles, CA 90095, USA; Integrative Biology and Physiology Department, UCLA, Los Angeles, CA 90095, USA
| | - Patrick Allard
- Molecular Toxicology Inter-Departmental Program, UCLA, Los Angeles, CA 90095, USA; Institute for Society & Genetics, UCLA, Los Angeles, CA 90095, USA; Molecular Biology Institute, UCLA, Los Angeles, CA 90095, USA.
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