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Ascer LG, Rozas E, Nascimento CAO, Mendes MA, Custódio MR. Putative signaling pathways for contraction and its recovery from DEHP arrest in Hymeniacidon heliophila. MARINE POLLUTION BULLETIN 2025; 210:117305. [PMID: 39602986 DOI: 10.1016/j.marpolbul.2024.117305] [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: 02/28/2024] [Revised: 11/13/2024] [Accepted: 11/13/2024] [Indexed: 11/29/2024]
Abstract
With sessile habits, sponges (phylum Porifera) are susceptible to marine pollution impacts and recently microplastics were identified as one source of contamination. Microplastics have a physical impact on filtration rates and plastics additives such as di(2-ethylhexyl)phthalate (DEHP), a ubiquitous marine contaminant, were already identified in their tissues indicating bioaccumulation. However, few studies assessed the impacts of such compounds in its physiology. One verified effect of phthalate exposure is the arrest of the contraction cycles observed in the sponge Hymeniacidon heliophila. In this work, proteomics of DEHP exposed organisms of this species was performed to identify modifications in signaling pathways that could lead to this arrest and recovery. The results indicate that exposed organisms had different expressed 5HT receptors, associated to intracellular calcium signaling, the principal pathway to contraction animals. The Myosin Light-Chain Kinase (MLCK) pathway is detected only in exposed organisms as well as components linked to binding of organic cyclic compounds. Results show that for healing from DEHP exposure, H. heliophila may activate an alternative contraction signaling pathway, the MLCK pathway. These coordinate mechanisms could restore contractions in H. heliophila after acute exposure to DEHP. SYNOPSIS: Research into the impact of microplastics on organisms uses animal models known to science such as mussels. In our work, we tested the effects of a plastic additive, DEHP, on the physiology of a much less studied marine organism: sponges.
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Affiliation(s)
- Liv G Ascer
- Department of Physiology, Institute of Biosciences, University of São Paulo, São Paulo, Brazil.
| | - Enrique Rozas
- Dempster-Poli-USP, Chemical Engineering Department, Polytechnic School, University of São Paulo, São Paulo, Brazil
| | - Claudio A O Nascimento
- Dempster-Poli-USP, Chemical Engineering Department, Polytechnic School, University of São Paulo, São Paulo, Brazil
| | - Maria A Mendes
- Dempster-Poli-USP, Chemical Engineering Department, Polytechnic School, University of São Paulo, São Paulo, Brazil
| | - Márcio R Custódio
- Department of Physiology, Institute of Biosciences, University of São Paulo, São Paulo, Brazil
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2
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Bachar-Wikstrom E, Dhillon B, Gill Dhillon N, Abbo L, Lindén SK, Wikstrom JD. Mass Spectrometry Analysis of Shark Skin Proteins. Int J Mol Sci 2023; 24:16954. [PMID: 38069276 PMCID: PMC10707392 DOI: 10.3390/ijms242316954] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2023] [Revised: 11/21/2023] [Accepted: 11/24/2023] [Indexed: 12/18/2023] Open
Abstract
The mucus layer covering the skin of fish has several roles, including protection against pathogens and mechanical damage in which proteins play a key role. While proteins in the skin mucus layer of various common bony fish species have been explored, the proteins of shark skin mucus remain unexplored. In this pilot study, we examine the protein composition of the skin mucus in spiny dogfish sharks and chain catsharks through mass spectrometry (NanoLC-MS/MS). Overall, we identified 206 and 72 proteins in spiny dogfish (Squalus acanthias) and chain catsharks (Scyliorhinus retifer), respectively. Categorization showed that the proteins belonged to diverse biological processes and that most proteins were cellular albeit a significant minority were secreted, indicative of mucosal immune roles. The secreted proteins are reviewed in detail with emphasis on their immune potentials. Moreover, STRING protein-protein association network analysis showed that proteins of closely related shark species were more similar as compared to a more distantly related shark and a bony fish, although there were also significant overlaps. This study contributes to the growing field of molecular shark studies and provides a foundation for further research into the functional roles and potential human biomedical implications of shark skin mucus proteins.
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Affiliation(s)
- Etty Bachar-Wikstrom
- Dermatology and Venereology Division, Department of Medicine (Solna), Karolinska Institutet, 17177 Stockholm, Sweden
- Whitman Center, Marine Biological Laboratory, Woods Hole, MA 02543, USA
| | - Braham Dhillon
- Department of Plant Pathology, Fort Lauderdale Research and Education Center, IFAS, University of Florida, Davie, FL 33314, USA
| | - Navi Gill Dhillon
- Department of Biological Sciences, Nova Southeastern University, Davie, FL 33314, USA
| | - Lisa Abbo
- Whitman Center, Marine Biological Laboratory, Woods Hole, MA 02543, USA
| | - Sara K. Lindén
- Department of Medical Biochemistry and Cell Biology, Institute of Biomedicine, Sahlgrenska Academy, University of Gothenburg, 40530 Gothenburg, Sweden
| | - Jakob D. Wikstrom
- Dermatology and Venereology Division, Department of Medicine (Solna), Karolinska Institutet, 17177 Stockholm, Sweden
- Whitman Center, Marine Biological Laboratory, Woods Hole, MA 02543, USA
- Dermato-Venereology Clinic, Karolinska University Hospital, 17176 Stockholm, Sweden
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3
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Sokolova I. Bioenergetics in environmental adaptation and stress tolerance of aquatic ectotherms: linking physiology and ecology in a multi-stressor landscape. J Exp Biol 2021; 224:224/Suppl_1/jeb236802. [PMID: 33627464 DOI: 10.1242/jeb.236802] [Citation(s) in RCA: 64] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Energy metabolism (encompassing energy assimilation, conversion and utilization) plays a central role in all life processes and serves as a link between the organismal physiology, behavior and ecology. Metabolic rates define the physiological and life-history performance of an organism, have direct implications for Darwinian fitness, and affect ecologically relevant traits such as the trophic relationships, productivity and ecosystem engineering functions. Natural environmental variability and anthropogenic changes expose aquatic ectotherms to multiple stressors that can strongly affect their energy metabolism and thereby modify the energy fluxes within an organism and in the ecosystem. This Review focuses on the role of bioenergetic disturbances and metabolic adjustments in responses to multiple stressors (especially the general cellular stress response), provides examples of the effects of multiple stressors on energy intake, assimilation, conversion and expenditure, and discusses the conceptual and quantitative approaches to identify and mechanistically explain the energy trade-offs in multiple stressor scenarios, and link the cellular and organismal bioenergetics with fitness, productivity and/or ecological functions of aquatic ectotherms.
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Affiliation(s)
- Inna Sokolova
- Marine Biology Department, Institute of Biological Sciences, University of Rostock, 18059 Rostock, Germany .,Department of Maritime Systems, Interdisciplinary Faculty, University of Rostock, 18059 Rostock, Germany
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4
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Population-specific renal proteomes of marine and freshwater three-spined sticklebacks. J Proteomics 2016; 135:112-131. [DOI: 10.1016/j.jprot.2015.10.002] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2015] [Revised: 09/16/2015] [Accepted: 10/02/2015] [Indexed: 12/20/2022]
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Villarreal FD, Kültz D. Direct Ionic Regulation of the Activity of Myo-Inositol Biosynthesis Enzymes in Mozambique Tilapia. PLoS One 2015; 10:e0123212. [PMID: 26066044 PMCID: PMC4466255 DOI: 10.1371/journal.pone.0123212] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2014] [Accepted: 02/28/2015] [Indexed: 11/27/2022] Open
Abstract
Myo-inositol (Ins) is a major compatible osmolyte in many cells, including those of Mozambique tilapia (Oreochromis mossambicus). Ins biosynthesis is highly up-regulated in tilapia and other euryhaline fish exposed to hyperosmotic stress. In this study, enzymatic regulation of two enzymes of Ins biosynthesis, Ins phosphate synthase (MIPS) and inositol monophosphatase (IMPase), by direct ionic effects is analyzed. Specific MIPS and IMPase isoforms from Mozambique tilapia (MIPS-160 and IMPase 1) were selected based on experimental, phylogenetic, and structural evidence supporting their role for Ins biosynthesis during hyperosmotic stress. Recombinant tilapia IMPase 1 and MIPS-160 activity was assayed in vitro at ionic conditions that mimic changes in the intracellular milieu during hyperosmotic stress. The in vitro activities of MIPS-160 and IMPase 1 are highest at alkaline pH of 8.8. IMPase 1 catalytic efficiency is strongly increased during hyperosmolality (particularly for the substrate D-Ins-3-phosphate, Ins-3P), mainly as a result of [Na+] elevation. Furthermore, the substrate-specificity of IMPase 1 towards D-Ins-1-phosphate (Ins-1P) is lower than towards Ins-3P. Because MIPS catalysis results in Ins-3P this results represents additional evidence for IMPase 1 being the isoform that mediates Ins biosynthesis in tilapia. Our data collectively demonstrate that the Ins biosynthesis enzymes are activated under ionic conditions that cells are exposed to during hypertonicity, resulting in Ins accumulation, which, in turn, results in restoration of intracellular ion homeostasis. We propose that the unique and direct ionic regulation of the activities of Ins biosynthesis enzymes represents an efficient biochemical feedback loop for regulation of intracellular physiological ion homeostasis during hyperosmotic stress.
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Affiliation(s)
- Fernando D. Villarreal
- EcoPhysiological Proteomics Laboratory, Department of Animal Science, University of California Davis, One Shields Avenue, Davis, California 95616, United States of America
| | - Dietmar Kültz
- EcoPhysiological Proteomics Laboratory, Department of Animal Science, University of California Davis, One Shields Avenue, Davis, California 95616, United States of America
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6
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Rodrigues PM, Silva TS, Dias J, Jessen F. PROTEOMICS in aquaculture: applications and trends. J Proteomics 2012; 75:4325-45. [PMID: 22498885 DOI: 10.1016/j.jprot.2012.03.042] [Citation(s) in RCA: 74] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2011] [Revised: 03/18/2012] [Accepted: 03/24/2012] [Indexed: 01/15/2023]
Abstract
Over the last forty years global aquaculture presented a growth rate of 6.9% per annum with an amazing production of 52.5 million tonnes in 2008, and a contribution of 43% of aquatic animal food for human consumption. In order to meet the world's health requirements of fish protein, a continuous growth in production is still expected for decades to come. Aquaculture is, though, a very competitive market, and a global awareness regarding the use of scientific knowledge and emerging technologies to obtain a better farmed organism through a sustainable production has enhanced the importance of proteomics in seafood biology research. Proteomics, as a powerful comparative tool, has therefore been increasingly used over the last decade to address different questions in aquaculture, regarding welfare, nutrition, health, quality, and safety. In this paper we will give an overview of these biological questions and the role of proteomics in their investigation, outlining the advantages, disadvantages and future challenges. A brief description of the proteomics technical approaches will be presented. Special focus will be on the latest trends related to the aquaculture production of fish with defined nutritional, health or quality properties for functional foods and the integration of proteomics techniques in addressing this challenging issue.
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Affiliation(s)
- Pedro M Rodrigues
- Centro de Ciências do Mar do Algarve (CCMar), Universidade do Algarve, Campus de Gambelas, 8005-139 Faro, Portugal.
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Dowd WW, Renshaw GMC, Cech JJ, Kültz D. Compensatory proteome adjustments imply tissue-specific structural and metabolic reorganization following episodic hypoxia or anoxia in the epaulette shark (Hemiscyllium ocellatum). Physiol Genomics 2010; 42:93-114. [PMID: 20371547 PMCID: PMC2888556 DOI: 10.1152/physiolgenomics.00176.2009] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2009] [Accepted: 04/05/2010] [Indexed: 12/31/2022] Open
Abstract
The epaulette shark (Hemiscyllium ocellatum) represents an ancestral vertebrate model of episodic hypoxia and anoxia tolerance at tropical temperatures. We used two-dimensional gel electrophoresis and mass spectrometry-based proteomics approaches, combined with a suite of physiological measures, to characterize this species' responses to 1) one episode of anoxia plus normoxic recovery, 2) one episode of severe hypoxia plus recovery, or 3) two episodes of severe hypoxia plus recovery. We examined these responses in the cerebellum and rectal gland, two tissues with high ATP requirements. Sharks maintained plasma ionic homeostasis following all treatments, and activities of Na(+)/K(+)-ATPase and caspase 3/7 in both tissues were unchanged. Oxygen lack and reoxygenation elicited subtle adjustments in the proteome. Hypoxia led to more extensive proteome responses than anoxia in both tissues. The cerebellum and rectal gland exhibited treatment-specific responses to oxygen limitation consistent with one or more of several strategies: 1) neurotransmitter and receptor downregulation in cerebellum to prevent excitotoxicity, 2) cytoskeletal/membrane reorganization, 3) metabolic reorganization and more efficient intracellular energy shuttling that are more consistent with sustained ATP turnover than with long-term metabolic depression, 4) detoxification of metabolic byproducts and oxidative stress in light of continued metabolic activity, particularly following hypoxia in rectal gland, and 5) activation of prosurvival signaling. We hypothesize that neuronal morphological changes facilitate prolonged protection from excitotoxicity via dendritic spine remodeling in cerebellum (i.e., synaptic structural plasticity). These results recapitulate several highly conserved themes in the anoxia and hypoxia tolerance, preconditioning, and oxidative stress literature in a single system. In addition, several of the identified pathways and proteins suggest potentially novel mechanisms for enhancing anoxia or hypoxia tolerance in vertebrates. Overall, our data show that episodic hypoxic or anoxic exposure and recovery in the epaulette shark amplifies a constitutive suite of compensatory mechanisms that further prepares them for subsequent insults.
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Affiliation(s)
- W Wesley Dowd
- Department of Animal Science, University of California, Davis, California, USA
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Matey V, Wood CM, Dowd WW, Kültz D, Walsh PJ. Morphology of the rectal gland of the spiny dogfish (Squalus acanthias) shark in response to feeding. CAN J ZOOL 2009. [DOI: 10.1139/z09-030] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
The morphology of the rectal gland was examined in spiny dogfish ( Squalus acanthias L, 1758) sharks fasted (1 week) or 6 and 20 h postfeeding. The morphology of the fasted gland showed a pattern reflecting a dormant physiology, with thick gland capsule, thick stratified epithelium, and secretory parenchyma with tubules of small diameter and lumen. The secretory cells of the tubular epithelium were enlarged and irregularly shaped with abnormally condensed or highly vacuolized cytoplasm containing numerous lysosomes. Early-stage apoptotic cells were not uncommon. Secretory cells showed signs of low activity, e.g., mitochondria with weakly stained matrix and small cristae, poorly branched infoldings of basolateral membranes, and microvesicle-free subapical cytoplasm. All characteristics examined changed significantly upon feeding, consistent with increased salt and fluid secretion: the outer capsule muscle layer and the stratified epithelium decreased in diameter; the tubules enlarged; the secretory cells showed extensive development of the basolateral membrane, more mitochondria, and abundant apical microvesicles. Secretory cell apical surface was increased. The minor differences between morphology in 6 and 20 h postfeeding indicated that changes took place rapidly and were complete by 6 h. Our results are discussed in the context of prior studies of metabolism, proteomics, and cellular pathways of gland activation.
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Affiliation(s)
- Victoria Matey
- Department of Biology, San Diego State University, 5500 Campanile Drive, San Diego, CA 92182-4614, USA
- Department of Biology, McMaster University, 1280 Main Street West, Hamilton, ON L8S 4K1, Canada
- Department of Animal Science, University of California Davis, 1 Shields Avenue, Davis, CA 95616, USA
- Division of Marine Biology and Fisheries, Rosenstiel School of Marine and Atmospheric Science, University of Miami, 4600 Rickenbacker Causeway, Miami, FL 33149, USA
- Bamfield Marine Sciences Centre, 100 Pachena Drive, Bamfield, BC V0R 1B0, Canada
| | - Chris M. Wood
- Department of Biology, San Diego State University, 5500 Campanile Drive, San Diego, CA 92182-4614, USA
- Department of Biology, McMaster University, 1280 Main Street West, Hamilton, ON L8S 4K1, Canada
- Department of Animal Science, University of California Davis, 1 Shields Avenue, Davis, CA 95616, USA
- Division of Marine Biology and Fisheries, Rosenstiel School of Marine and Atmospheric Science, University of Miami, 4600 Rickenbacker Causeway, Miami, FL 33149, USA
- Bamfield Marine Sciences Centre, 100 Pachena Drive, Bamfield, BC V0R 1B0, Canada
| | - W. Wesley Dowd
- Department of Biology, San Diego State University, 5500 Campanile Drive, San Diego, CA 92182-4614, USA
- Department of Biology, McMaster University, 1280 Main Street West, Hamilton, ON L8S 4K1, Canada
- Department of Animal Science, University of California Davis, 1 Shields Avenue, Davis, CA 95616, USA
- Division of Marine Biology and Fisheries, Rosenstiel School of Marine and Atmospheric Science, University of Miami, 4600 Rickenbacker Causeway, Miami, FL 33149, USA
- Bamfield Marine Sciences Centre, 100 Pachena Drive, Bamfield, BC V0R 1B0, Canada
| | - Dietmar Kültz
- Department of Biology, San Diego State University, 5500 Campanile Drive, San Diego, CA 92182-4614, USA
- Department of Biology, McMaster University, 1280 Main Street West, Hamilton, ON L8S 4K1, Canada
- Department of Animal Science, University of California Davis, 1 Shields Avenue, Davis, CA 95616, USA
- Division of Marine Biology and Fisheries, Rosenstiel School of Marine and Atmospheric Science, University of Miami, 4600 Rickenbacker Causeway, Miami, FL 33149, USA
- Bamfield Marine Sciences Centre, 100 Pachena Drive, Bamfield, BC V0R 1B0, Canada
| | - Patrick J. Walsh
- Department of Biology, San Diego State University, 5500 Campanile Drive, San Diego, CA 92182-4614, USA
- Department of Biology, McMaster University, 1280 Main Street West, Hamilton, ON L8S 4K1, Canada
- Department of Animal Science, University of California Davis, 1 Shields Avenue, Davis, CA 95616, USA
- Division of Marine Biology and Fisheries, Rosenstiel School of Marine and Atmospheric Science, University of Miami, 4600 Rickenbacker Causeway, Miami, FL 33149, USA
- Bamfield Marine Sciences Centre, 100 Pachena Drive, Bamfield, BC V0R 1B0, Canada
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9
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Jury DR, Kaveti S, Duan ZH, Willard B, Kinter M, Londraville R. Effects of calorie restriction on the zebrafish liver proteome. COMPARATIVE BIOCHEMISTRY AND PHYSIOLOGY D-GENOMICS & PROTEOMICS 2008; 3:275-82. [PMID: 20494847 DOI: 10.1016/j.cbd.2008.07.003] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/02/2008] [Revised: 07/28/2008] [Accepted: 07/29/2008] [Indexed: 01/15/2023]
Abstract
A proteomic approach was taken to study how fish respond to changes in calorie availability, with the longer-term goal of understanding the evolution of lipid metabolism in vertebrates. Zebrafish (Danio rerio) were fed either high (3 rations/day) or low (1 ration/7 days) calorie diets for 5 weeks and liver proteins extracted for proteomic analyses. Proteins were separated on two-dimensional electrophoresis gels and homologous spots compared between treatments to determine which proteins were up-regulated with high-calorie diet. Fifty-five spots were excised from the gel and analyzed via LC-ESI MS/MS, which resulted in the identification of 69 unique proteins (via multiple peptides). Twenty-nine of these proteins were differentially expressed between treatments. Differentially expressed proteins were mapped to Gene Ontology (GO) terms, and these terms compared to the entire zebrafish GO annotation set by Fisher's exact test. The most significant GO terms associated with high-calorie diet are related to a decrease in oxygen-binding activity in the high-calorie treatment. This response is consistent with a well-characterized response in obese humans, indicating there may be a link between lipid storage and hypoxia sensitivity in vertebrates.
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Affiliation(s)
- David R Jury
- University of Akron, Department of Biology and Integrated Bioscience Program, Akron, Ohio 44325, USA
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Keyvanshokooh S, Vaziri B. Proteome analysis of Persian sturgeon (Acipenser persicus) ova. Anim Reprod Sci 2007; 109:287-97. [PMID: 18054827 DOI: 10.1016/j.anireprosci.2007.10.008] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2007] [Revised: 10/07/2007] [Accepted: 10/12/2007] [Indexed: 11/28/2022]
Abstract
The Persian sturgeon ova are a key material both for inevitable artificial propagation and for caviar production. In this study, the proteome profile of Persian sturgeon ova was analyzed using 2-DE and MALDI-TOF/TOF in order to determine its protein composition. Out of 192 spots analyzed with MALDI-TOF/TOF, 107 spots corresponding to 73 different proteins were identified. The identified proteins were classified into 11 groups with regard to their main known function involving cell structure (24.65%), translation and transcription (12.32%), metabolism and energy production (12.32%), protein synthesis (9.60%), membrane protein receptors or cell signaling (8.21%), cell defense (5.47%), transport (5.47%), cell division (8.21%), vitellogenin (2.73%), unclassified (6.84%) and unknown function (4.10%). The results of this study provide a valuable resource for molecular analysis of normal and abnormal conditions affecting female reproduction. Moreover, it may help to better understand factors affecting caviar quality during refrigerated storage.
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Affiliation(s)
- Saeed Keyvanshokooh
- Department of Fisheries, College of Marine Natural Resources, Khorramshahr University of Marine Science and Technology, Khorramshahr, Iran
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11
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Kültz D, Fiol D, Valkova N, Gomez-Jimenez S, Chan SY, Lee J. Functional genomics and proteomics of the cellular osmotic stress response in `non-model' organisms. J Exp Biol 2007; 210:1593-601. [PMID: 17449824 DOI: 10.1242/jeb.000141] [Citation(s) in RCA: 52] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
SUMMARY
All organisms are adapted to well-defined extracellular salinity ranges. Osmoregulatory mechanisms spanning all levels of biological organization, from molecules to behavior, are central to salinity adaptation. Functional genomics and proteomics approaches represent powerful tools for gaining insight into the molecular basis of salinity adaptation and euryhalinity in animals. In this review, we discuss our experience in applying such tools to so-called`non-model' species, including euryhaline animals that are well-suited for studies of salinity adaptation. Suppression subtractive hybridization,RACE-PCR and mass spectrometry-driven proteomics can be used to identify genes and proteins involved in salinity adaptation or other environmental stress responses in tilapia, sharks and sponges. For protein identification in non-model species, algorithms based on sequence homology searches such as MSBLASTP2 are most powerful. Subsequent gene ontology and pathway analysis can then utilize sets of identified genes and proteins for modeling molecular mechanisms of environmental adaptation. Current limitations for proteomics in non-model species can be overcome by improving sequence coverage, N- and C-terminal sequencing and analysis of intact proteins. Dependence on information about biochemical pathways and gene ontology databases for model species represents a more severe barrier for work with non-model species. To minimize such dependence, focusing on a single biological process (rather than attempting to describe the system as a whole) is key when applying `omics'approaches to non-model organisms.
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Affiliation(s)
- Dietmar Kültz
- Physiological Genomics Group, Department of Animal Science, One Shields Avenue, University of California, Davis, CA 95616, USA.
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