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Multivariate chemogenomic screening prioritizes new macrofilaricidal leads. Commun Biol 2023; 6:44. [PMID: 36639423 PMCID: PMC9839782 DOI: 10.1038/s42003-023-04435-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2022] [Accepted: 01/05/2023] [Indexed: 01/15/2023] Open
Abstract
Development of direct acting macrofilaricides for the treatment of human filariases is hampered by limitations in screening throughput imposed by the parasite life cycle. In vitro adult screens typically assess single phenotypes without prior enrichment for chemicals with antifilarial potential. We developed a multivariate screen that identified dozens of compounds with submicromolar macrofilaricidal activity, achieving a hit rate of >50% by leveraging abundantly accessible microfilariae. Adult assays were multiplexed to thoroughly characterize compound activity across relevant parasite fitness traits, including neuromuscular control, fecundity, metabolism, and viability. Seventeen compounds from a diverse chemogenomic library elicited strong effects on at least one adult trait, with differential potency against microfilariae and adults. Our screen identified five compounds with high potency against adults but low potency or slow-acting microfilaricidal effects, at least one of which acts through a novel mechanism. We show that the use of microfilariae in a primary screen outperforms model nematode developmental assays and virtual screening of protein structures inferred with deep learning. These data provide new leads for drug development, and the high-content and multiplex assays set a new foundation for antifilarial discovery.
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Tu S, Li J, Zhang K, Chen J, Yang W. Characterizing Three Azides for Their Potential Use as C. elegans Anesthetics. MICROPUBLICATION BIOLOGY 2023; 2023:10.17912/micropub.biology.000794. [PMID: 37082349 PMCID: PMC10111736 DOI: 10.17912/micropub.biology.000794] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Subscribe] [Scholar Register] [Received: 03/07/2023] [Revised: 03/27/2023] [Accepted: 03/30/2023] [Indexed: 04/22/2023]
Abstract
Sodium azide (NaN 3 ) is widely used as an anesthetic in the C. elegans community for studying animal behavior. It is not known whether other azides can function as anesthetics. This is quite important for the C. elegans labs in which NaN 3 is not a convenient choice, such as all the labs located in China, where NaN 3 is under tight regulation, and alternative anesthetics need to be characterized. In the present study, we focused on another three azides, potassium azide (KN 3 ), trimethylsilyl azide (TMSA), and diphenyl phosphoryl azide (DPPA), which are not regulated in China. We characterized their performance in chemotactic behavioral assays and buffer-based assays. Our results suggest that KN 3 can immobilize worms as effectively as NaN 3 in the above-mentioned assays. Therefore, we recommend KN 3 as a routine anesthetic for C. elegans labs.
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Affiliation(s)
- Shasha Tu
- Department of Physiology, West China School of Basic Medical Sciences & Forensic Medicine, Sichuan University, Chengdu, Sichuan, China
| | - Jiangyun Li
- Department of Physiology, West China School of Basic Medical Sciences & Forensic Medicine, Sichuan University, Chengdu, Sichuan, China
| | - Kui Zhang
- Department of Forensic Pathology, West China School of Basic Medical Sciences & Forensic Medicine, Sichuan University, Chengdu, Sichuan, China
| | - Jianping Chen
- Department of Pathogenic Biology, West China School of Basic Medical Sciences & Forensic Medicine, Sichuan University, Chengdu, Sichuan, China
| | - Wenxing Yang
- Department of Physiology, West China School of Basic Medical Sciences & Forensic Medicine, Sichuan University, Chengdu, Sichuan, China
- Correspondence to: Wenxing Yang (
)
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Berger S, Spiri S, deMello A, Hajnal A. Microfluidic-based imaging of complete Caenorhabditis elegans larval development. Development 2021; 148:269282. [PMID: 34170296 PMCID: PMC8327290 DOI: 10.1242/dev.199674] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2021] [Accepted: 06/14/2021] [Indexed: 11/21/2022]
Abstract
Several microfluidic-based methods for Caenorhabditis elegans imaging have recently been introduced. Existing methods either permit imaging across multiple larval stages without maintaining a stable worm orientation, or allow for very good immobilization but are only suitable for shorter experiments. Here, we present a novel microfluidic imaging method that allows parallel live-imaging across multiple larval stages, while maintaining worm orientation and identity over time. This is achieved through an array of microfluidic trap channels carefully tuned to maintain worms in a stable orientation, while allowing growth and molting to occur. Immobilization is supported by an active hydraulic valve, which presses worms onto the cover glass during image acquisition only. In this way, excellent quality images can be acquired with minimal impact on worm viability or developmental timing. The capabilities of the devices are demonstrated by observing the hypodermal seam and P-cell divisions and, for the first time, the entire process of vulval development from induction to the end of morphogenesis. Moreover, we demonstrate feasibility of on-chip RNAi by perturbing basement membrane breaching during anchor cell invasion. Summary: Parallel microfluidic long-term imaging allows reliable long-term study of Caenorhabditis elegans development across multiple larval stages at high-resolution and with minimal effect on physiological development.
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Affiliation(s)
- Simon Berger
- Department of Molecular Life Science, University Zürich, Winterthurerstrasse 190, 8057 Zürich, Switzerland.,Institute for Chemical and Bioengineering, ETH Zürich, 8093 Zürich, Switzerland
| | - Silvan Spiri
- Department of Molecular Life Science, University Zürich, Winterthurerstrasse 190, 8057 Zürich, Switzerland
| | - Andrew deMello
- Institute for Chemical and Bioengineering, ETH Zürich, 8093 Zürich, Switzerland
| | - Alex Hajnal
- Department of Molecular Life Science, University Zürich, Winterthurerstrasse 190, 8057 Zürich, Switzerland
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Zellag RM, Zhao Y, Poupart V, Singh R, Labbé JC, Gerhold AR. CentTracker: a trainable, machine-learning-based tool for large-scale analyses of Caenorhabditis elegans germline stem cell mitosis. Mol Biol Cell 2021; 32:915-930. [PMID: 33502892 PMCID: PMC8108535 DOI: 10.1091/mbc.e20-11-0716] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
Investigating the complex interactions between stem cells and their native environment requires an efficient means to image them in situ. Caenorhabditis elegans germline stem cells (GSCs) are distinctly accessible for intravital imaging; however, long-term image acquisition and analysis of dividing GSCs can be technically challenging. Here we present a systematic investigation into the technical factors impacting GSC physiology during live imaging and provide an optimized method for monitoring GSC mitosis under minimally disruptive conditions. We describe CentTracker, an automated and generalizable image analysis tool that uses machine learning to pair mitotic centrosomes and that can extract a variety of mitotic parameters rapidly from large-scale data sets. We employ CentTracker to assess a range of mitotic features in a large GSC data set. We observe spatial clustering of mitoses within the germline tissue but no evidence that subpopulations with distinct mitotic profiles exist within the stem cell pool. We further find biases in GSC spindle orientation relative to the germline’s distal–proximal axis and thus the niche. The technical and analytical tools provided herein pave the way for large-scale screening studies of multiple mitotic processes in GSCs dividing in situ, in an intact tissue, in a living animal, under seemingly physiological conditions.
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Affiliation(s)
- Réda M Zellag
- Department of Biology, McGill University, Montréal, QC H2A 1B1, Canada.,Institute for Research in Immunology and Cancer (IRIC), Université de Montréal, Succursale Centre-ville, Montréal, QC H3C 3J7, Canada
| | - Yifan Zhao
- Department of Biology, McGill University, Montréal, QC H2A 1B1, Canada.,Present address: Harvard-MIT Health Sciences and Technology, 77 Massachusetts Avenue, Cambridge, MA 02139
| | - Vincent Poupart
- Institute for Research in Immunology and Cancer (IRIC), Université de Montréal, Succursale Centre-ville, Montréal, QC H3C 3J7, Canada
| | - Ramya Singh
- Department of Biology, McGill University, Montréal, QC H2A 1B1, Canada.,Institute for Research in Immunology and Cancer (IRIC), Université de Montréal, Succursale Centre-ville, Montréal, QC H3C 3J7, Canada
| | - Jean-Claude Labbé
- Institute for Research in Immunology and Cancer (IRIC), Université de Montréal, Succursale Centre-ville, Montréal, QC H3C 3J7, Canada.,Department of Pathology and Cell Biology, Université de Montréal, Succursale Centre-ville, Montréal, QC H3C 3J7, Canada
| | - Abigail R Gerhold
- Department of Biology, McGill University, Montréal, QC H2A 1B1, Canada
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Manjarrez JR, Mailler R. Stress and timing associated with Caenorhabditis elegans immobilization methods. Heliyon 2020; 6:e04263. [PMID: 32671240 PMCID: PMC7339059 DOI: 10.1016/j.heliyon.2020.e04263] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2019] [Revised: 11/12/2019] [Accepted: 06/17/2020] [Indexed: 12/11/2022] Open
Abstract
Background Caenorhabditis elegans is a model organism used to study gene, protein, and cell influence on function and behavior. These studies frequently require C. elegans to be immobilized for imaging or laser ablation experiments. There are a number of known techniques for immobilizing worms, but to our knowledge, there are no comprehensive studies of the various agents in common use today. New method This study determines the relationship between concentration, immobilization time, exposure time, and recovery likelihood for several immobilization agents. The agents used in this study are 1-Phenoxy-2-propanol, levamisole, sodium azide, polystyrene beads, and environmental cold shock. These tests are conducted using a humidified chamber to keep chemical concentrations consistent. Each of these agents is also tested to determine if they exhibit stress-related after effects using the gcs-1, daf-16, hsp-4, hif-1, hsp-16.2, and tmem-135 stress reporters. Results We present a range of quick mount immobilization and recovery conditions for each agent tested. This study shows that, under controlled conditions, 1-Phenoxy-2-propanol shows significant stress from the daf-16 reporter. While 1-Phenoxy-2-propanol and sodium azide both create stress related after effects with long term recovery in the case of the hsp-16.2 reporter. Comparison with existing method(s) This study shows that commonly used concentrations of immobilizing agents are ineffective when evaporation is prevented. Conclusions To improve reproducibility of results it is essential to use consistent concentrations of immobilizing agents. It is also critically important to account for stress-related after effects elicited by immobilization agents when designing any experiment.
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Affiliation(s)
| | - Roger Mailler
- University of Tulsa, 800 S. Tucker Dr., Tulsa, OK, 74104, USA
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Elkabti AB, Issi L, Rao RP. Caenorhabditis elegans as a Model Host to Monitor the Candida Infection Processes. J Fungi (Basel) 2018; 4:E123. [PMID: 30405043 PMCID: PMC6309157 DOI: 10.3390/jof4040123] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2018] [Revised: 10/31/2018] [Accepted: 11/01/2018] [Indexed: 02/07/2023] Open
Abstract
C. elegans has several advantages as an experimental host for the study of infectious diseases. Worms are easily maintained and propagated on bacterial lawns. The worms can be frozen for long term storage and still maintain viability years later. Their short generation time and large brood size of thousands of worms grown on a single petri dish, makes it relatively easy to maintain at a low cost. The typical wild type adult worm grows to approximately 1.5 mm in length and are transparent, allowing for the identification of several internal organs using an affordable dissecting microscope. A large collection of loss of function mutant strains are readily available from the C. elegans genetic stock center, making targeted genetic studies in the nematode possible. Here we describe ways in which this facile model host has been used to study Candida albicans, an opportunistic fungal pathogen that poses a serious public health threat.
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Affiliation(s)
| | - Luca Issi
- Worcester Polytechnic Institute, Worcester, MA 01609, USA.
| | - Reeta P Rao
- Worcester Polytechnic Institute, Worcester, MA 01609, USA.
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Luke CJ, O'Reilly LP. Microscopic Investigation of Protein Function in C. elegans Using Fluorescent Imaging. ACTA ACUST UNITED AC 2015; 74:12.41.1-12.41.17. [PMID: 26423692 DOI: 10.1002/0471142956.cy1241s74] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Abstract
Caenorhabditis elegans is a powerful model organism for studying human biology and disease due to its surprisingly high genetic homology to Homo sapiens. Its genetic amenability, small size, short generation time, and transparent body make it an ideal organism for multiple scientific disciplines. Fluorescent microscopy is essential for studying protein biological function. However, C. elegans, mainly due to its high motility, has been more difficult to adapt to fluorescence imaging, especially live-imaging. We present here several protocols for the study of protein location, function and dynamics in context of a whole animal. These protocols, especially when combined with existing genetic procedures, can yield a great deal of insight in the physiological roles of proteins in C. elegans, which can be directly translated into mammalian systems.
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Affiliation(s)
- Cliff J Luke
- Department of Pediatrics, University of Pittsburgh School of Medicine, Children's Hospital of Pittsburgh of UPMC, Pittsburgh, Pennsylvania
| | - Linda P O'Reilly
- Department of Pediatrics, University of Pittsburgh School of Medicine, Children's Hospital of Pittsburgh of UPMC, Pittsburgh, Pennsylvania
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Turek M, Besseling J, Bringmann H. Agarose Microchambers for Long-term Calcium Imaging of Caenorhabditis elegans. J Vis Exp 2015:e52742. [PMID: 26132740 PMCID: PMC4544933 DOI: 10.3791/52742] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022] Open
Abstract
Behavior is controlled by the nervous system. Calcium imaging is a straightforward method in the transparent nematode Caenorhabditis elegans to measure the activity of neurons during various behaviors. To correlate neural activity with behavior, the animal should not be immobilized but should be able to move. Many behavioral changes occur during long time scales and require recording over many hours of behavior. This also makes it necessary to culture the worms in the presence of food. How can worms be cultured and their neural activity imaged over long time scales? Agarose Microchamber Imaging (AMI) was previously developed to culture and observe small larvae and has now been adapted to study all life stages from early L1 until the adult stage of C. elegans. AMI can be performed on various life stages of C. elegans. Long-term calcium imaging is achieved without immobilizing the animals by using short externally triggered exposures combined with an electron multiplying charge-coupled device (EMCCD) camera recording. Zooming out or scanning can scale up this method to image up to 40 worms in parallel. Thus, a method is described to image behavior and neural activity over long time scales in all life stages of C. elegans.
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Affiliation(s)
- Arjumand Ghazi
- Department of Pediatrics, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States; Department of Cell Biology, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States; Department of Developmental Biology, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States.
| | - Judith Yanowitz
- Department of Cell Biology, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States; Department of Developmental Biology, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States; Department of Obstetrics and Gynecology, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States.
| | - Gary A Silverman
- Department of Pediatrics, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States; Department of Cell Biology, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States.
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