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Imakubo M, Takayama J, Okada H, Onami S. Statistical image processing quantifies the changes in cytoplasmic texture associated with aging in Caenorhabditis elegans oocytes. BMC Bioinformatics 2021; 22:73. [PMID: 33596821 PMCID: PMC7890843 DOI: 10.1186/s12859-021-03990-3] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2020] [Accepted: 01/31/2021] [Indexed: 12/30/2022] Open
Abstract
Background Oocyte quality decreases with aging, thereby increasing errors in fertilization, chromosome segregation, and embryonic cleavage. Oocyte appearance also changes with aging, suggesting a functional relationship between oocyte quality and appearance. However, no methods are available to objectively quantify age-associated changes in oocyte appearance. Results We show that statistical image processing of Nomarski differential interference contrast microscopy images can be used to quantify age-associated changes in oocyte appearance in the nematode Caenorhabditis elegans. Max–min value (mean difference between the maximum and minimum intensities within each moving window) quantitatively characterized the difference in oocyte cytoplasmic texture between 1- and 3-day-old adults (Day 1 and Day 3 oocytes, respectively). With an appropriate parameter set, the gray level co-occurrence matrix (GLCM)-based texture feature Correlation (COR) more sensitively characterized this difference than the Max–min Value. Manipulating the smoothness of and/or adding irregular structures to the cytoplasmic texture of Day 1 oocyte images reproduced the difference in Max–min Value but not in COR between Day 1 and Day 3 oocytes. Increasing the size of granules in synthetic images recapitulated the age-associated changes in COR. Manual measurements validated that the cytoplasmic granules in oocytes become larger with aging. Conclusions The Max–min value and COR objectively quantify age-related changes in C. elegans oocyte in Nomarski DIC microscopy images. Our methods provide new opportunities for understanding the mechanism underlying oocyte aging.
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Affiliation(s)
- Momoko Imakubo
- Department of Computational Science, Graduate School of System Informatics, Kobe University, Kobe, Hyogo, 657-8501, Japan.,Laboratory for Developmental Dynamics, RIKEN Center for Biosystems Dynamics Research, Kobe, Hyogo, 650-0047, Japan.,Laboratory for Developmental Dynamics, RIKEN Quantitative Biology Center, Kobe, Hyogo, 650-0047, Japan
| | - Jun Takayama
- Laboratory for Developmental Dynamics, RIKEN Quantitative Biology Center, Kobe, Hyogo, 650-0047, Japan
| | - Hatsumi Okada
- Laboratory for Developmental Dynamics, RIKEN Center for Biosystems Dynamics Research, Kobe, Hyogo, 650-0047, Japan.,Laboratory for Developmental Dynamics, RIKEN Quantitative Biology Center, Kobe, Hyogo, 650-0047, Japan
| | - Shuichi Onami
- Department of Computational Science, Graduate School of System Informatics, Kobe University, Kobe, Hyogo, 657-8501, Japan. .,Laboratory for Developmental Dynamics, RIKEN Center for Biosystems Dynamics Research, Kobe, Hyogo, 650-0047, Japan. .,Laboratory for Developmental Dynamics, RIKEN Quantitative Biology Center, Kobe, Hyogo, 650-0047, Japan.
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Kaur P, Kibat C, Teo E, Gruber J, Mathuru A, Tolwinski ANS. Use of Optogenetic Amyloid-β to Monitor Protein Aggregation in Drosophila melanogaster, Danio rerio and Caenorhabditis elegans. Bio Protoc 2020; 10:e3856. [PMID: 33659494 PMCID: PMC7842303 DOI: 10.21769/bioprotoc.3856] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2020] [Revised: 10/20/2020] [Accepted: 11/22/2020] [Indexed: 12/31/2022] Open
Abstract
Alzheimer's Disease (AD) has long been associated with accumulation of extracellular amyloid plaques (Aβ) originating from the Amyloid Precursor Protein. Plaques have, however, been discovered in healthy individuals and not all AD brains show plaques, suggesting that extracellular Aβ aggregates may play a smaller role than anticipated. One limitation to studying Aβ peptide in vivo during disease progression is the inability to induce aggregation in a controlled manner. We developed an optogenetic method to induce Aβ aggregation and tested its biological influence in three model organisms-D. melanogaster, C. elegans and D. rerio. We generated a fluorescently labeled, optogenetic Aβ peptide that oligomerizes rapidly in vivo in the presence of blue light in all organisms. Here, we detail the procedures for expressing this fusion protein in animal models, investigating the effects on the nervous system using time lapse light-sheet microscopy, and performing metabolic assays to measure changes due to intracellular Aβ aggregation. This method, employing optogenetics to study the pathology of AD, allows spatial and temporal control in vivo that cannot be achieved by any other method at present.
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Affiliation(s)
| | - Caroline Kibat
- Institute of Molecular and Cell Biology (IMCB), Singapore
| | - Emelyne Teo
- Science Division, Yale-NUS College, Singapore
| | - Jan Gruber
- Science Division, Yale-NUS College, Singapore
- Department of Biochemistry, National University of Singapore, Singapore
| | - Ajay Mathuru
- Science Division, Yale-NUS College, Singapore
- Department of Physiology, YLL School of Medicine, National University of Singapore, Singapore
- Institute of Molecular and Cell Biology (IMCB), Singapore
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Baris Atakan H, Alkanat T, Cornaglia M, Trouillon R, Gijs MAM. Automated phenotyping of Caenorhabditis elegans embryos with a high-throughput-screening microfluidic platform. MICROSYSTEMS & NANOENGINEERING 2020; 6:24. [PMID: 34567639 PMCID: PMC8433184 DOI: 10.1038/s41378-020-0132-8] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/03/2019] [Revised: 09/30/2019] [Accepted: 12/16/2019] [Indexed: 05/25/2023]
Abstract
The nematode Caenorhabditis elegans has been extensively used as a model multicellular organism to study the influence of osmotic stress conditions and the toxicity of chemical compounds on developmental and motility-associated phenotypes. However, the several-day culture of nematodes needed for such studies has caused researchers to explore alternatives. In particular, C. elegans embryos, due to their shorter developmental time and immobile nature, could be exploited for this purpose, although usually their harvesting and handling is tedious. Here, we present a multiplexed, high-throughput and automated embryo phenotyping microfluidic approach to observe C. elegans embryogenesis after the application of different chemical compounds. After performing experiments with up to 800 embryos per chip and up to 12 h of time-lapsed imaging per embryo, the individual phenotypic developmental data were collected and analyzed through machine learning and image processing approaches. Our proof-of-concept platform indicates developmental lag and the induction of mitochondrial stress in embryos exposed to high doses (200 mM) of glucose and NaCl, while small doses of sucrose and glucose were shown to accelerate development. Overall, our new technique has potential for use in large-scale developmental biology studies and opens new avenues for very rapid high-throughput and high-content screening using C. elegans embryos.
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Affiliation(s)
- Huseyin Baris Atakan
- Laboratory of Microsystems, Ecole Polytechnique Fédérale de Lausanne, 1015 Lausanne, Switzerland
| | - Tunc Alkanat
- Department of Electrical Engineering, Eindhoven University of Technology, 5600MB Eindhoven, The Netherlands
| | - Matteo Cornaglia
- Laboratory of Microsystems, Ecole Polytechnique Fédérale de Lausanne, 1015 Lausanne, Switzerland
| | - Raphaël Trouillon
- Laboratory of Microsystems, Ecole Polytechnique Fédérale de Lausanne, 1015 Lausanne, Switzerland
| | - Martin A. M. Gijs
- Laboratory of Microsystems, Ecole Polytechnique Fédérale de Lausanne, 1015 Lausanne, Switzerland
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Watts JS, Morton DG, Kemphues KJ, Watts JL. The biotin-ligating protein BPL-1 is critical for lipid biosynthesis and polarization of the Caenorhabditis elegans embryo. J Biol Chem 2018; 293:610-622. [PMID: 29158261 PMCID: PMC5767866 DOI: 10.1074/jbc.m117.798553] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2017] [Revised: 11/16/2017] [Indexed: 01/07/2023] Open
Abstract
Biotin is an essential cofactor for multiple metabolic reactions catalyzed by carboxylases. Biotin is covalently linked to apoproteins by holocarboxylase synthetase (HCS). Accordingly, some mutations in HCS cause holocarboxylase deficiency, a rare metabolic disorder that can be life-threatening if left untreated. However, the long-term effects of HCS deficiency are poorly understood. Here, we report our investigations of bpl-1, which encodes the Caenorhabditis elegans ortholog of HCS. We found that mutations in the biotin-binding region of bpl-1 are maternal-effect lethal and cause defects in embryonic polarity establishment, meiosis, and the integrity of the eggshell permeability barrier. We confirmed that BPL-1 biotinylates four carboxylase enzymes, and we demonstrate that BPL-1 is required for efficient de novo fatty acid biosynthesis. We also show that the lack of larval growth defects as well as nearly normal fatty acid composition in young adult worms is due to sufficient fatty acid precursors provided by dietary bacteria. However, BPL-1 disruption strongly decreased levels of polyunsaturated fatty acids in embryos produced by bpl-1 mutant hermaphrodites, revealing a critical role for BPL-1 in lipid biosynthesis during embryogenesis and demonstrating that dietary fatty acids and lipid precursors are not adequate to support early embryogenesis in the absence of BPL-1. Our findings highlight that studying BPL-1 function in C. elegans could help dissect the roles of this important metabolic enzyme under different environmental and dietary conditions.
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Affiliation(s)
- Jason S Watts
- From the School of Molecular Biosciences and Center for Reproductive Biology, Washington State University, Pullman, Washington 99164-7520 and
| | - Diane G Morton
- the Department of Molecular Biology and Genetics, Cornell University, Ithaca, New York 14850
| | - Kenneth J Kemphues
- the Department of Molecular Biology and Genetics, Cornell University, Ithaca, New York 14850
| | - Jennifer L Watts
- From the School of Molecular Biosciences and Center for Reproductive Biology, Washington State University, Pullman, Washington 99164-7520 and
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Stewart RS, Kiss IM, Wilkinson RS. Visualization of endosome dynamics in living nerve terminals with four-dimensional fluorescence imaging. J Vis Exp 2014. [PMID: 24799002 DOI: 10.3791/51477] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/31/2022] Open
Abstract
Four-dimensional (4D) light imaging has been used to study behavior of small structures within motor nerve terminals of the thin transversus abdominis muscle of the garter snake. Raw data comprises time-lapse sequences of 3D z-stacks. Each stack contains 4-20 images acquired with epifluorescence optics at focal planes separated by 400-1,500 nm. Steps in the acquisition of image stacks, such as adjustment of focus, switching of excitation wavelengths, and operation of the digital camera, are automated as much as possible to maximize image rate and minimize tissue damage from light exposure. After acquisition, a set of image stacks is deconvolved to improve spatial resolution, converted to the desired 3D format, and used to create a 4D "movie" that is suitable for variety of computer-based analyses, depending upon the experimental data sought. One application is study of the dynamic behavior of two classes of endosomes found in nerve terminals-macroendosomes (MEs) and acidic endosomes (AEs)-whose sizes (200-800 nm for both types) are at or near the diffraction limit. Access to 3D information at each time point provides several advantages over conventional time-lapse imaging. In particular, size and velocity of movement of structures can be quantified over time without loss of sharp focus. Examples of data from 4D imaging reveal that MEs approach the plasma membrane and disappear, suggesting that they are exocytosed rather than simply moving vertically away from a single plane of focus. Also revealed is putative fusion of MEs and AEs, by visualization of overlap between the two dye-containing structures as viewed in each three orthogonal projections.
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Affiliation(s)
- Richard S Stewart
- Department of Cell Biology and Physiology, Washington University School of Medicine
| | - Ilona M Kiss
- Department of Cell Biology and Physiology, Washington University School of Medicine
| | - Robert S Wilkinson
- Department of Cell Biology and Physiology, Washington University School of Medicine;
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Bembenek JN, Verbrugghe KJC, Khanikar J, Csankovszki G, Chan RC. Condensin and the spindle midzone prevent cytokinesis failure induced by chromatin bridges in C. elegans embryos. Curr Biol 2013; 23:937-46. [PMID: 23684975 DOI: 10.1016/j.cub.2013.04.028] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2012] [Revised: 03/12/2013] [Accepted: 04/09/2013] [Indexed: 11/28/2022]
Abstract
BACKGROUND During cell division, chromosomes must clear the path of the cleavage furrow before the onset of cytokinesis. The abscission checkpoint in mammalian cells stabilizes the cleavage furrow in the presence of a chromatin obstruction. This provides time to resolve the obstruction before the cleavage furrow regresses or breaks the chromosomes, preventing aneuploidy or DNA damage. Two unanswered questions in the proposed mechanistic pathway of the abscission checkpoint concern factors involved in (1) resolving the obstructions and (2) coordinating obstruction resolution with the delay in cytokinesis. RESULTS We found that the one-cell and two-cell C. elegans embryos suppress furrow regression following depletion of essential chromosome-segregation factors: topoisomerase II(TOP-2), CENP-A(HCP-3), cohesin, and to a lesser degree, condensin. Chromatin obstructions activated Aurora B(AIR-2) at the spindle midzone, which is needed for the abscission checkpoint in other systems. Condensin I, but not condensin II, localizes to the spindle midzone in anaphase and to the midbody during normal cytokinesis. Interestingly, condensin I is enriched on chromatin bridges and near the midzone/midbody in an AIR-2-dependent manner. Disruption of AIR-2, the spindle midzone, or condensin leads to cytokinesis failure in a chromatin-obstruction-dependent manner. Examination of the condensin-deficient embryos uncovered defects in both the resolution of the chromatin obstructions and the maintenance of the stable cleavage furrow. CONCLUSIONS We postulate that condensin I is recruited by Aurora B(AIR-2) to aid in the resolution of chromatin obstructions and also helps generate a signal to maintain the delay in cytokinesis.
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Affiliation(s)
- Joshua N Bembenek
- Department of Molecular, Cellular, and Developmental Biology, University of Michigan, Ann Arbor, MI 48109, USA
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