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Kocher TD, Meisel RP, Gamble T, Behrens KA, Gammerdinger WJ. Yes, polygenic sex determination is a thing! Trends Genet 2024; 40:1001-1017. [PMID: 39505660 DOI: 10.1016/j.tig.2024.10.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2024] [Revised: 09/29/2024] [Accepted: 10/10/2024] [Indexed: 11/08/2024]
Abstract
The process of sexual development in animals is modulated by a variety of mechanisms. Some species respond to environmental cues, while, in others, sex determination is thought to be controlled by a single 'master regulator' gene. However, many animals respond to a combination of environmental cues (e.g., temperature) and genetic factors (e.g., sex chromosomes). Even among species in which genetic factors predominate, there is a continuum between monofactorial and polygenic systems. The perception that polygenic systems are rare may result from experiments that lack the statistical power to detect multiple loci. Intellectual biases against the existence of polygenic sex determination (PSD) may further arise from misconceptions about the regulation of developmental processes and a misreading of theoretical results on the stability of polygenic systems of sex determination.
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Affiliation(s)
- Thomas D Kocher
- Department of Biology, University of Maryland, College Park, MD 20742, USA.
| | - Richard P Meisel
- Department of Biology and Biochemistry, University of Houston, Houston, TX 77204, USA
| | - Tony Gamble
- Department of Biological Sciences, Marquette University, Milwaukee, WI 53201, USA
| | - Kristen A Behrens
- Department of Biology, University of Maryland, College Park, MD 20742, USA
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2
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Tovar-Bohórquez O, McKenzie D, Crestel D, Vandeputte M, Geffroy B. Thermal modulation of energy allocation during sex determination in the European sea bass (Dicentrarchus labrax). Gene 2024; 927:148721. [PMID: 38925525 DOI: 10.1016/j.gene.2024.148721] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2024] [Revised: 06/17/2024] [Accepted: 06/20/2024] [Indexed: 06/28/2024]
Abstract
Water temperature governs physiological functions such as growth, energy allocation, and sex determination in ectothermic species. The European sea bass (Dicentrarchus labrax) is a major species in European aquaculture, exhibiting early dimorphic growth favoring females. The species has a polygenic sex determination system that interacts with water temperature to determine an individual's sex, with two periods during development that are sensitive to temperature. The current study investigated the influence of water temperature on energy allocation and sex-biased genes during sex determination and differentiation periods. RNA-Sequencing and qPCR analyses were conducted in two separate experiments, of either constant water temperatures typical of aquaculture conditions or natural seasonal thermal regimes, respectively. We focused on eight key genes associated with energy allocation, growth regulation, and sex determination and differentiation. In Experiment 1, cold and warm temperature treatments favored female and male proportions, respectively. The RNA-seq analysis highlighted sex-dependent energy allocation transcripts, with higher levels of nucb1 and pomc1 in future females, and increased levels of egfra and spry1 in future males. In Experiment 2, a warm thermal regime favored females, while a cold regime favored males. qPCR analysis in Experiment 2 revealed that ghrelin and nucb1 were down-regulated by warm temperatures. A significant sex-temperature interaction was observed for pank1a with higher and lower expression for males in the cold and warm regimes respectively, compared to females. Notably, spry1 displayed increased expression in future males at the all-fins stage and in males undergoing molecular sex differentiation in both experimental conditions, indicating that it provides a novel, robust, and consistent marker for masculinization. Overall, our findings emphasize the complex interplay of genes involved in feeding, energy allocation, growth, and sex determination in response to temperature variations in the European sea bass.
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Affiliation(s)
| | - David McKenzie
- MARBEC, Ifremer, IRD, Univ Montpellier, CNRS, Palavas-Les-Flots, France
| | - Damien Crestel
- MARBEC, Ifremer, IRD, Univ Montpellier, CNRS, Palavas-Les-Flots, France
| | - Marc Vandeputte
- MARBEC, Ifremer, IRD, Univ Montpellier, CNRS, Palavas-Les-Flots, France; Université Paris-Saclay, INRAE, AgroParisTech, GABI, Jouy-en-Josas, France
| | - Benjamin Geffroy
- MARBEC, Ifremer, IRD, Univ Montpellier, CNRS, Palavas-Les-Flots, France.
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3
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Phonsiri K, Geffroy B, Lokesh J, Goikoetxea A, Skiba-Cassy S, Panserat S. Early starvation in European seabass (Dicentrarchus labrax) larvae has no drastic effect on hepatic intermediary metabolism in juveniles. FISH PHYSIOLOGY AND BIOCHEMISTRY 2024; 50:1065-1077. [PMID: 38367082 DOI: 10.1007/s10695-024-01320-x] [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: 11/13/2023] [Accepted: 02/10/2024] [Indexed: 02/19/2024]
Abstract
The present study aims to investigate nutritional programming through early starvation in the European seabass (Dicentrarchus labrax). European seabass larvae were fasted at three different developmental periods for three durations from 60 to 65 dph (F1), 81 to 87 dph (F2), and 123 to 133 dph (F3). Immediate effects were investigated by studying gene expression of npy (neuropeptide Y) and avt (Arginine vasotocin) in the head, while potential long-term effects (i.e., programming) were evaluated on intermediary metabolism later in life (in juveniles). Our findings indicate a direct effect regarding gene expression in the head only for F1, with higher avt mRNA level in fasted larved compared to controls. The early starvation periods had no long-term effect on growth performance (body weight and body length). Regarding intermediary metabolism, we analyzed related key plasma metabolites which reflect the intermediary metabolism: no differences for glucose, triglycerides, and free fatty acids in the plasma were observed in juveniles irrespective of the three early starvation stimuli. As programming is mainly linked to molecular mechanisms, we then studied hepatic mRNA levels for 23 key actors of glucose, lipid, amino acid, and energy metabolism. For many of the metabolic genes, there was no impact of early starvation in juveniles, except for three genes involved in glucose metabolism (glut2-glucose transporter and pk-pyruvate kinase) and lipid metabolism (acly-ATP citrate lyase) which were higher in F2 compared to control. Together, these results highlight that starvation between 81 to 87 dph may have more long-term impact, suggesting the existence of a developmental window for programming by starvation. In conclusion, European seabass appeared to be resilient to early starvation during larvae stages without drastic impacts on intermediary metabolism later in life.
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Affiliation(s)
- Khanakorn Phonsiri
- INRAE, Université de Pau Et Des Pays de L'Adour, NuMeA, Aquapôle, 64310, Saint-Pée-Sur-Nivelle, France
- School of School of Animal Technology and Innovation, Institute of Agricultural Technology, Suranaree University of Technology, 111 University Avenue, Tambon Suranaree, Muang, Nakhon Ratchasima, 30000, Thailand
| | - Benjamin Geffroy
- MARBEC, Université de Montpellier, 34095, Montpellier Cedex 05, France
| | - Jep Lokesh
- INRAE, Université de Pau Et Des Pays de L'Adour, NuMeA, Aquapôle, 64310, Saint-Pée-Sur-Nivelle, France
| | | | - Sandrine Skiba-Cassy
- INRAE, Université de Pau Et Des Pays de L'Adour, NuMeA, Aquapôle, 64310, Saint-Pée-Sur-Nivelle, France
| | - Stephane Panserat
- INRAE, Université de Pau Et Des Pays de L'Adour, NuMeA, Aquapôle, 64310, Saint-Pée-Sur-Nivelle, France.
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4
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Guirandy N, Simon O, Geffroy B, Daffe G, Daramy F, Houdelet C, Gonzalez P, Pierron F. Gamma irradiation-induced offspring masculinization is associated with epigenetic changes in female zebrafish. ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY 2024; 269:115790. [PMID: 38086259 DOI: 10.1016/j.ecoenv.2023.115790] [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: 08/19/2023] [Revised: 11/27/2023] [Accepted: 12/04/2023] [Indexed: 01/12/2024]
Abstract
Sex ratio variation is a key topic in ecology, because of its direct effects on population dynamics and thus, on animal conservation strategies. Among factors affecting sex ratio, types of sex determination systems have a central role, since some species could have a sex determined by genetic factors, environmental factors or a mix of those two. Yet, most studies on the factors affecting sex determination have focused on temperature or endocrine-disrupting chemicals (EDCs), and much less is known regarding other factors. Exposure to gamma irradiation was found to trigger offspring masculinization in zebrafish. Here we aimed at deciphering the potential mechanisms involved, by focusing on stress (i.e. cortisol) and epigenetic regulation of key genes involved in sex differentiation in fish. Cortisol levels in exposed and control (F0) zebrafish females' gonads were similar. However, irradiation increased the DNA methylation level of foxl2a and cyp19a1a in females of the F0 and F1 generation, respectively, while no effects were detected in testis. Overall, our results suggest that parental exposure could alter offspring sex ratio, at least in part by inducing methylation changes in ovaries.
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Affiliation(s)
- Noëmie Guirandy
- IRSN/PSE-ENV/SRTE/LECO, Centre de Cadarache-B.P. 3 - Bat 183, 13115 St Paul Lez Durance, France.
| | - Olivier Simon
- IRSN/PSE-ENV/SRTE/LECO, Centre de Cadarache-B.P. 3 - Bat 183, 13115 St Paul Lez Durance, France
| | - Benjamin Geffroy
- MARBEC, Univ Montpellier, CNRS, Ifremer, IRD, Montpellier, France
| | - Guillemine Daffe
- Univ. Bordeaux, CNRS, Bordeaux INP, EPOC, UMR 5805, F-33600 Pessac, France
| | - Flore Daramy
- Univ. Bordeaux, CNRS, Bordeaux INP, EPOC, UMR 5805, F-33600 Pessac, France
| | - Camille Houdelet
- MARBEC, Univ Montpellier, CNRS, Ifremer, IRD, Montpellier, France
| | - Patrice Gonzalez
- Univ. Bordeaux, CNRS, Bordeaux INP, EPOC, UMR 5805, F-33600 Pessac, France
| | - Fabien Pierron
- Univ. Bordeaux, CNRS, Bordeaux INP, EPOC, UMR 5805, F-33600 Pessac, France
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Valdivieso A, Caballero-Huertas M, Moraleda-Prados J, Piferrer F, Ribas L. Exploring the Effects of Rearing Densities on Epigenetic Modifications in the Zebrafish Gonads. Int J Mol Sci 2023; 24:16002. [PMID: 37958987 PMCID: PMC10647740 DOI: 10.3390/ijms242116002] [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: 09/19/2023] [Revised: 10/25/2023] [Accepted: 10/27/2023] [Indexed: 11/15/2023] Open
Abstract
Rearing density directly impacts fish welfare, which, in turn, affects productivity in aquaculture. Previous studies have indicated that high-density rearing during sexual development in fish can induce stress, resulting in a tendency towards male-biased sex ratios in the populations. In recent years, research has defined the relevance of the interactions between the environment and epigenetics playing a key role in the final phenotype. However, the underlying epigenetic mechanisms of individuals exposed to confinement remain elucidated. By using zebrafish (Danio rerio), the DNA methylation promotor region and the gene expression patterns of six genes, namely dnmt1, cyp19a1a, dmrt1, cyp11c1, hsd17b1, and hsd11b2, involved in the DNA maintenance methylation, reproduction, and stress were assessed. Zebrafish larvae were subjected to two high-density conditions (9 and 66 fish/L) during two periods of overlapping sex differentiation of this species (7 to 18 and 18 to 45 days post-fertilization, dpf). Results showed a significant masculinization in the populations of fish subjected to high densities from 18 to 45 dpf. In adulthood, the dnmt1 gene was differentially hypomethylated in ovaries and its expression was significantly downregulated in the testes of fish exposed to high-density. Further, the cyp19a1a gene showed downregulation of gene expression in the ovaries of fish subjected to elevated density, as previously observed in other studies. We proposed dnmt1 as a potential testicular epimarker and the expression of ovarian cyp19a1a as a potential biomarker for predicting stress originated from high densities during the early stages of development. These findings highlight the importance of rearing densities by long-lasting effects in adulthood conveying cautions for stocking protocols in fish hatcheries.
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Affiliation(s)
- Alejandro Valdivieso
- IHPE, Université de Montpellier, CNRS, IFREMER, Université de Perpignan Via Domitia, 34090 Montpellier, France
| | - Marta Caballero-Huertas
- CIRAD, UMR ISEM, 34398 Montpellier, France;
- ISEM, Université de Montpellier, CIRAD, CNRS, IRD, EPHE, 34090 Montpellier, France
| | - Javier Moraleda-Prados
- Institut de Ciències del Mar, Consejo Superior de Investigaciones Científicas (ICM-CSIC), 08003 Barcelona, Spain; (J.M.-P.); (F.P.)
| | - Francesc Piferrer
- Institut de Ciències del Mar, Consejo Superior de Investigaciones Científicas (ICM-CSIC), 08003 Barcelona, Spain; (J.M.-P.); (F.P.)
| | - Laia Ribas
- Institut de Ciències del Mar, Consejo Superior de Investigaciones Científicas (ICM-CSIC), 08003 Barcelona, Spain; (J.M.-P.); (F.P.)
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6
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Schacht R, Beissinger SR, Wedekind C, Jennions MD, Geffroy B, Liker A, Kappeler PM, Weissing FJ, Kramer KL, Hesketh T, Boissier J, Uggla C, Hollingshaus M, Székely T. Adult sex ratios: causes of variation and implications for animal and human societies. Commun Biol 2022; 5:1273. [PMID: 36402823 PMCID: PMC9675760 DOI: 10.1038/s42003-022-04223-w] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2022] [Accepted: 11/03/2022] [Indexed: 11/21/2022] Open
Abstract
Converging lines of inquiry from across the social and biological sciences target the adult sex ratio (ASR; the proportion of males in the adult population) as a fundamental population-level determinant of behavior. The ASR, which indicates the relative number of potential mates to competitors in a population, frames the selective arena for competition, mate choice, and social interactions. Here we review a growing literature, focusing on methodological developments that sharpen knowledge of the demographic variables underlying ASR variation, experiments that enhance understanding of the consequences of ASR imbalance across societies, and phylogenetic analyses that provide novel insights into social evolution. We additionally highlight areas where research advances are expected to make accelerating contributions across the social sciences, evolutionary biology, and biodiversity conservation.
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Affiliation(s)
- Ryan Schacht
- Department of Anthropology, East Carolina University, Greenville, NC, USA.
| | - Steven R Beissinger
- Department of Environmental Science, Policy and Management and Museum of Vertebrate Zoology, University of California, Berkeley, CA, 94720, USA
| | - Claus Wedekind
- Department of Ecology and Evolution, University of Lausanne, 1015, Lausanne, Switzerland
| | - Michael D Jennions
- Ecology & Evolution, Research School of Biology, The Australian National University, Acton, Canberra, 2601, Australia
| | - Benjamin Geffroy
- MARBEC Univ Montpellier, CNRS, Ifremer, IRD, Montpellier, France
| | - András Liker
- ELKH-PE Evolutionary Ecology Research Group, University of Pannonia, 8210, Veszprém, Hungary
- Behavioural Ecology Research Group, Center for Natural Sciences, University of Pannonia, 8210, Veszprém, Hungary
| | - Peter M Kappeler
- Behavioral Ecology and Sociobiology Unit, German Primate Center, Leibniz Institute of Primate Biology, 37077, Göttingen, Germany
- Department of Sociobiology/Anthropology, University of Göttingen, 37077, Göttingen, Germany
| | - Franz J Weissing
- Groningen Institute for Evolutionary Life Sciences, University of Groningen, 9747 AG, Groningen, The Netherlands
| | - Karen L Kramer
- Department of Anthropology, University of Utah, Salt Lake City, UT, USA
| | - Therese Hesketh
- Institute of Global Health, University College London, London, UK
- Centre for Global Health, Zhejiang University School of Medicine, Hangzhou, P.R. China
| | - Jérôme Boissier
- IHPE Univ Perpignan Via Domitia, CNRS, Ifremer, Univ Montpellier, Perpignan, France
| | - Caroline Uggla
- Stockholm University Demography Unit, Sociology Department, Stockholm University, 106 91, Stockholm, Sweden
| | - Mike Hollingshaus
- Kem C. Gardner Policy Institute, David Eccles School of Business, University of Utah, Salt Lake City, UT, USA
| | - Tamás Székely
- Milner Centre for Evolution, University of Bath, Bath, BA2 7AY, UK.
- ELKH-DE Reproductive Strategies Research Group, Department of Zoology and Human Biology, University of Debrecen, H-4032, Debrecen, Hungary.
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7
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Geffroy B. Energy as the cornerstone of environmentally driven sex allocation. Trends Endocrinol Metab 2022; 33:670-679. [PMID: 35934660 DOI: 10.1016/j.tem.2022.07.002] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/20/2022] [Revised: 07/13/2022] [Accepted: 07/15/2022] [Indexed: 11/18/2022]
Abstract
In recent years, observations of distinct organisms have linked the quality of the environment experienced by a given individual and the sex it will develop. In most described cases, facing relatively harsh conditions resulted in masculinization, while thriving in favorable conditions promoted the development of an ovary. This was shown indistinctively in some species presenting a genetic sex determination (GSD), which were able to sex-reverse, and in species with an environmental sex determination (ESD) system. However, this pattern strongly depends on evolutionary constrains and is detected only when females need more energy for reproduction. Here, I describe the mechanisms involved in this environmentally driven sex allocation (EDSA), which involves two main energy pathways, lipid and carbohydrate metabolism. These pathways act through various enzymes and are not necessarily independent of the previously known transducers of environmental signals in species with ESD: calcium-redox, epigenetic, and stress regulation pathways. Overall, there is evidence of a link between energy level and the sexual fate of individuals of various species, including reptiles, fish, amphibians, insects, and nematodes. As energy pathways are evolutionarily conserved, this knowledge opens new avenues to advance our understanding of the mechanisms that allow animals to adapt their sex according to the local environment.
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Affiliation(s)
- Benjamin Geffroy
- MARBEC, Univ Montpellier, Ifremer, IRD, CNRS, Montpellier, France.
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8
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Goikoetxea A, Servili A, Houdelet C, Mouchel O, Hermet S, Clota F, Aerts J, Fernandino JI, Allal F, Vandeputte M, Blondeau-Bidet E, Geffroy B. Natural cortisol production is not linked to the sexual fate of European sea bass. FISH PHYSIOLOGY AND BIOCHEMISTRY 2022; 48:1117-1135. [PMID: 35917042 DOI: 10.1007/s10695-022-01104-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/06/2022] [Accepted: 07/14/2022] [Indexed: 06/15/2023]
Abstract
In this study, we aimed to investigate the relationship between cortisol and the determination of sexual fate in the commercially important European sea bass (Dicentrarchus labrax). To test our hypothesis, we designed two temperature-based experiments (19 ℃, 21 ℃ and 23 ℃, experiment 1; 16 ℃ and 21 ℃, experiment 2) to assess the effects of these thermal treatments on European sea bass sex determination and differentiation. In the fish from the first experiment, we evaluated whether blood cortisol levels and expression of stress key regulatory genes were different between differentiating (149 to 183 dph) males and females. In the second experiment, we assessed whether cortisol accumulated in scales over time during the labile period for sex determination as well as the neuroanatomical localisation of brain cells expressing brain aromatase (cyp19a1b) and corticotropin-releasing factor (crf) differed between males and females undergoing molecular sex differentiation (117 to 124 dph). None of the gathered results allowed to detect differences between males and females regarding cortisol production and regulatory mechanisms. Altogether, our data provide strong physiological, molecular and histochemical evidence, indicating that in vivo cortisol regulation has no major effects on the sex of European sea bass.
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Affiliation(s)
| | - Arianna Servili
- Ifremer, IFREMER, Univ Brest, CNRS, IRD, LEMAR, 29280, Plouzané, France
| | - Camille Houdelet
- MARBEC Univ Montpellier, CNRS, Ifremer, IRD, Palavas-Les-Flots, France
| | - Olivier Mouchel
- Ifremer, IFREMER, Univ Brest, CNRS, IRD, LEMAR, 29280, Plouzané, France
| | - Sophie Hermet
- MARBEC Univ Montpellier, CNRS, Ifremer, IRD, Montpellier, France
| | - Fréderic Clota
- MARBEC Univ Montpellier, CNRS, Ifremer, IRD, Palavas-Les-Flots, France
- Université Paris-Saclay, INRAE, AgroParisTech, GABI, Jouy-en-Josas, France
| | - Johan Aerts
- Stress Physiology Research Group, Faculty of Sciences, Ghent University, Ostend, Belgium
| | | | - François Allal
- MARBEC Univ Montpellier, CNRS, Ifremer, IRD, Palavas-Les-Flots, France
| | - Marc Vandeputte
- MARBEC Univ Montpellier, CNRS, Ifremer, IRD, Palavas-Les-Flots, France
- Université Paris-Saclay, INRAE, AgroParisTech, GABI, Jouy-en-Josas, France
| | | | - Benjamin Geffroy
- MARBEC Univ Montpellier, CNRS, Ifremer, IRD, Palavas-Les-Flots, France
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9
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Geffroy B, Besson M, Sánchez-Baizán N, Clota F, Goikoetxea A, Sadoul B, Ruelle F, Blanc MO, Parrinello H, Hermet S, Blondeau-Bidet E, Pratlong M, Piferrer F, Vandeputte M, Allal F. Unraveling the genotype by environment interaction in a thermosensitive fish with a polygenic sex determination system. Proc Natl Acad Sci U S A 2021; 118:e2112660118. [PMID: 34880131 PMCID: PMC8685686 DOI: 10.1073/pnas.2112660118] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/28/2021] [Indexed: 01/03/2023] Open
Abstract
In most animals, sex determination occurs at conception, when sex chromosomes are segregated following Mendelian laws. However, in multiple reptiles and fishes, this genetic sex can be overridden by external factors after fertilization or birth. In some species, the genetic sex may also be governed by multiple genes, further limiting our understanding of sex determination in such species. We used the European sea bass (Dicentrarchus labrax) as a model and combined genomic (using a single nucleotide polymorphism chip) and transcriptomic (RNA-Sequencing) approaches to thoroughly depict this polygenic sex determination system and its interaction with temperature. We estimated genetic sex tendency (eGST), defined as the estimated genetic liability to become a given sex under a liability threshold model for sex determination, which accurately predicts the future phenotypic sex. We found evidence that energetic pathways, concerning the regulation of lipids and glucose, are involved in sex determination and could explain why females tend to exhibit higher energy levels and improved growth compared to males. Besides, early exposure to high-temperature up-regulated sox3, followed by sox9a in individuals with intermediate eGST, but not in individuals showing highly female-biased eGST, providing the most parsimonious explanation for temperature-induced masculinization. This gonadal state was maintained likely by DNA methylation and the up-regulation of several genes involved in histone modifications, including jmjd1c Overall, we describe a sex determination system resulting from continuous genetic and environmental influences in an animal. Our results provide significant progress in our understanding of the mechanisms underlying temperature-induced masculinization in fish.
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Affiliation(s)
- Benjamin Geffroy
- MARBEC Université de Montpellier, CNRS, Ifremer, IRD, Palavas-les-Flots, France;
| | - Mathieu Besson
- SYSAAF, Station LPGP/INRAE, 35042 Rennes, France
- Université Paris-Saclay, INRAE, AgroParisTech, GABI, 78350 Jouy-en-Josas, France
| | - Núria Sánchez-Baizán
- Institut de Ciències del Mar, Spanish National Research Council, Barcelona, Spain
| | - Frederic Clota
- MARBEC Université de Montpellier, CNRS, Ifremer, IRD, Palavas-les-Flots, France
- Université Paris-Saclay, INRAE, AgroParisTech, GABI, 78350 Jouy-en-Josas, France
| | | | - Bastien Sadoul
- MARBEC Université de Montpellier, CNRS, Ifremer, IRD, Palavas-les-Flots, France
- ESE, Ecology and Ecosystem Health, Institut Agro, INRAE, Rennes, France
| | - François Ruelle
- Laboratoire Service d'Expérimentations Aquacoles, Ifremer, Palavas-les-Flots, France
| | - Marie-Odile Blanc
- Laboratoire Service d'Expérimentations Aquacoles, Ifremer, Palavas-les-Flots, France
| | - Hugues Parrinello
- MGX, BCM, Université de Montpellier, CNRS, INSERM, Montpellier, France
| | - Sophie Hermet
- MARBEC Université de Montpellier, CNRS, Ifremer, IRD, Montpellier, France
| | - Eva Blondeau-Bidet
- MARBEC Université de Montpellier, CNRS, Ifremer, IRD, Montpellier, France
| | - Marine Pratlong
- MGX, BCM, Université de Montpellier, CNRS, INSERM, Montpellier, France
| | - Francesc Piferrer
- Institut de Ciències del Mar, Spanish National Research Council, Barcelona, Spain
| | - Marc Vandeputte
- MARBEC Université de Montpellier, CNRS, Ifremer, IRD, Palavas-les-Flots, France
- Université Paris-Saclay, INRAE, AgroParisTech, GABI, 78350 Jouy-en-Josas, France
| | - François Allal
- MARBEC Université de Montpellier, CNRS, Ifremer, IRD, Palavas-les-Flots, France
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