1
|
Mikucki EE, O’Leary TS, Lockwood BL. Heat tolerance, oxidative stress response tuning and robust gene activation in early-stage Drosophila melanogaster embryos. Proc Biol Sci 2024; 291:20240973. [PMID: 39163981 PMCID: PMC11335408 DOI: 10.1098/rspb.2024.0973] [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: 04/26/2024] [Revised: 06/11/2024] [Accepted: 07/26/2024] [Indexed: 08/22/2024] Open
Abstract
In organisms with complex life cycles, life stages that are most susceptible to environmental stress may determine species persistence in the face of climate change. Early embryos of Drosophila melanogaster are particularly sensitive to acute heat stress, yet tropical embryos have higher heat tolerance than temperate embryos, suggesting adaptive variation in embryonic heat tolerance. We compared transcriptomic responses to heat stress among tropical and temperate embryos to elucidate the gene regulatory basis of divergence in embryonic heat tolerance. The transcriptomes of tropical and temperate embryos differed in both constitutive and heat-stress-induced responses of the expression of relatively few genes, including genes involved in oxidative stress. Most of the transcriptomic response to heat stress was shared among all embryos. Embryos shifted the expression of thousands of genes, including increases in the expression of heat shock genes, suggesting robust zygotic gene activation and demonstrating that, contrary to previous reports, early embryos are not transcriptionally silent. The involvement of oxidative stress genes corroborates recent reports on the critical role of redox homeostasis in coordinating developmental transitions. By characterizing adaptive variation in the transcriptomic basis of embryonic heat tolerance, this study is a novel contribution to the literature on developmental physiology and developmental genetics.
Collapse
Affiliation(s)
- Emily E. Mikucki
- Department of Biology, University of Vermont, Burlington, VT, USA
| | | | | |
Collapse
|
2
|
Cao YQ, Zhao YJ, Qi HY, Huang JF, Zhu FC, Wang WP, Deng DG. Screening of morphology-related genes based on predator-induced transcriptome sequencing and the functional analysis of Dagcut gene in Daphnia galeata. Curr Zool 2024; 70:440-452. [PMID: 39176057 PMCID: PMC11336676 DOI: 10.1093/cz/zoad022] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2023] [Accepted: 05/26/2023] [Indexed: 08/24/2024] Open
Abstract
High fish predation pressure can trigger "induced defense" in Daphnia species, resulting in phenotypic plasticity in morphology, behavior, or life-history traits. The molecular mechanisms of defense morphogenesis (e.g., the tail spine and helmet) in Daphnia remain unclear. In the present study, the tail spine, helmet, and body of Daphnia galeata under fish and non-fish kairomones conditions were collected for transcriptome analysis. A total of 24 candidate genes related to the morphological defense of D. galeata were identified, including 2 trypsin, one cuticle protein, 1 C1qDC protein, and 2 ferritin genes. The function of the Dagcut gene (D. galeata cuticle protein gene) in relation to tail spine morphology was assessed using RNA interference (RNAi). Compared with the EGFP (Enhanced green fluorescent protein) treatment, after RNAi, the expression levels of the Dagcut gene (D. galeata cuticle protein gene) showed a significant decrease. Correspondingly, the tail spines of the offspring produced by D. galeata after RNAi of the Dagcut gene appeared curved during the experiment. In whole-mount in situ hybridization, a clear signal site was detected on the tail spine of D. galeata before RNAi which disappeared after RNAi. Our results suggest that the Dagcut gene may play an important role in tail spine formation of D. galeata, and will provide a theoretical basis for studying the molecular mechanisms of the morphological plasticity in cladocera in the future.
Collapse
Affiliation(s)
- Ya-Qin Cao
- School of Life Science, Huaibei Normal University, Huaibei 235000, Anhui, China
| | - Ya-Jie Zhao
- School of Life Science, Huaibei Normal University, Huaibei 235000, Anhui, China
| | - Hui-Ying Qi
- School of Life Science, Huaibei Normal University, Huaibei 235000, Anhui, China
| | - Jin-Fei Huang
- School of Life Science, Huaibei Normal University, Huaibei 235000, Anhui, China
| | - Fu-Cheng Zhu
- School of Life Science, Huaibei Normal University, Huaibei 235000, Anhui, China
| | - Wen-Ping Wang
- School of Life Science, Huaibei Normal University, Huaibei 235000, Anhui, China
| | - Dao-Gui Deng
- School of Life Science, Huaibei Normal University, Huaibei 235000, Anhui, China
| |
Collapse
|
3
|
Deng Z, Zhang X, Wolinska J, Blair D, Hu W, Yin M. Climate has contributed to population diversification of Daphnia galeata across Eurasia. Mol Ecol 2023; 32:5110-5124. [PMID: 37548328 DOI: 10.1111/mec.17094] [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: 05/11/2023] [Revised: 07/24/2023] [Accepted: 07/26/2023] [Indexed: 08/08/2023]
Abstract
Climate is a fundamental abiotic factor that plays a key role in driving the evolution, distribution and population diversification of species. However, there have been few investigations of genomic signatures of adaptation to local climatic conditions in cladocerans. Here, we have provided the first high-quality chromosome-level genome assembly (~143 Mb, scaffold N50 12.6 Mb) of the waterflea, Daphnia galeata, and investigated genomic variation in 22 populations from Central Europe and Eastern China. Our ecological-niche models suggested that the historic distribution of D. galeata in Eurasia was significantly affected by Quaternary climate fluctuations. We detected pronounced genomic and morphometric divergences between European and Chinese D. galeata populations. Such divergences could be partly explained by genomic signatures of thermal adaptation to distinct climate regimes: a set of candidate single-nucleotide polymorphisms (SNPs) potentially associated with climate were detected. These SNPs were in genes significantly enriched in the Gene ontology terms "determination of adult lifespan" and "translation repressor activity", and especially, mthl5 and SOD1 involved in the IIS pathway, and EIF4EBP2 involved in the target of the rapamycin signalling pathway. Our study indicates that certain alleles might be associated with particular temperature regimes, playing a functional role in shaping the population structure of D. galeata at a large geographical scale. These results highlight the potential role of molecular variation in the response to climate variation, in the context of global climate change.
Collapse
Affiliation(s)
- Zhixiong Deng
- MOE Key Laboratory for Biodiversity Science and Ecological Engineering, School of Life Science, Fudan University, Shanghai, China
| | - Xiuping Zhang
- MOE Key Laboratory for Biodiversity Science and Ecological Engineering, School of Life Science, Fudan University, Shanghai, China
| | - Justyna Wolinska
- Department of Evolutionary and Integrative Ecology, Leibniz Institute of Freshwater Ecology and Inland Fisheries, Berlin, Germany
- Department of Biology, Chemistry, Pharmacy, Institute of Biology, Freie Universität Berlin, Berlin, Germany
| | - David Blair
- College of Marine and Environmental Sciences, James Cook University, Townsville, Queensland, Australia
| | - Wei Hu
- MOE Key Laboratory for Biodiversity Science and Ecological Engineering, School of Life Science, Fudan University, Shanghai, China
| | - Mingbo Yin
- MOE Key Laboratory for Biodiversity Science and Ecological Engineering, School of Life Science, Fudan University, Shanghai, China
| |
Collapse
|
4
|
Car C, Gilles A, Goujon E, Muller MLD, Camoin L, Frelon S, Burraco P, Granjeaud S, Baudelet E, Audebert S, Orizaola G, Armengaud J, Tenenhaus A, Garali I, Bonzom JM, Armant O. Population transcriptogenomics highlights impaired metabolism and small population sizes in tree frogs living in the Chernobyl Exclusion Zone. BMC Biol 2023; 21:164. [PMID: 37525144 PMCID: PMC10391870 DOI: 10.1186/s12915-023-01659-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2023] [Accepted: 07/03/2023] [Indexed: 08/02/2023] Open
Abstract
BACKGROUND Individual functional modifications shape the ability of wildlife populations to cope with anthropogenic environmental changes. But instead of adaptive response, human-altered environments can generate a succession of deleterious functional changes leading to the extinction of the population. To study how persistent anthropogenic changes impacted local species' population status, we characterised population structure, genetic diversity and individual response of gene expression in the tree frog Hyla orientalis along a gradient of radioactive contamination around the Chernobyl nuclear power plant. RESULTS We detected lower effective population size in populations most exposed to ionizing radiation in the Chernobyl Exclusion Zone that is not compensated by migrations from surrounding areas. We also highlighted a decreased body condition of frogs living in the most contaminated area, a distinctive transcriptomics signature and stop-gained mutations in genes involved in energy metabolism. While the association with dose will remain correlational until further experiments, a body of evidence suggests the direct or indirect involvement of radiation exposure in these changes. CONCLUSIONS Despite ongoing migration and lower total dose rates absorbed than at the time of the accident, our results demonstrate that Hyla orientalis specimens living in the Chernobyl Exclusion Zone are still undergoing deleterious changes, emphasizing the long-term impacts of the nuclear disaster.
Collapse
Affiliation(s)
- Clément Car
- Institut de Radioprotection Et de Sûreté Nucléaire (IRSN), PSE-ENV/SRTE/LECO, Cadarache, France
- PSE-SANTE/SESANE/LRTox, Fontenay Aux Roses, France
| | - André Gilles
- UMR 1467 RECOVER, Aix-Marseille Université, INRAE, Centre Saint-Charles, Marseille, France.
| | - Elen Goujon
- Institut de Radioprotection Et de Sûreté Nucléaire (IRSN), PSE-ENV/SRTE/LECO, Cadarache, France
- PSE-SANTE/SESANE/LRTox, Fontenay Aux Roses, France
- Laboratoire Des Signaux Et Systèmes, Université Paris-Saclay, CNRS, CentraleSupélec, 91190, Gif-Sur-Yvette, France
| | - Marie-Laure Delignette Muller
- Laboratoire de Biométrie Et Biologie Evolutive, UMR 5558, Université de Lyon, Université Lyon 1, CNRS, VetAgro Sup, Villeurbanne, France
| | - Luc Camoin
- Aix-Marseille University, Inserm, CNRS, Institut Paoli-Calmettes, CRCM, Marseille Proteomics, Marseille, France
| | - Sandrine Frelon
- Institut de Radioprotection Et de Sûreté Nucléaire (IRSN), PSE-ENV/SRTE/LECO, Cadarache, France
- PSE-SANTE/SESANE/LRTox, Fontenay Aux Roses, France
| | - Pablo Burraco
- Animal Ecology, Department of Ecology and Genetics, Evolutionary Centre, Uppsala University, 75236, Uppsala, Sweden
- Doñana Biological Station (CSIC), Seville, Spain
| | - Samuel Granjeaud
- Aix-Marseille University, Inserm, CNRS, Institut Paoli-Calmettes, CRCM, Marseille Proteomics, Marseille, France
| | - Emilie Baudelet
- Aix-Marseille University, Inserm, CNRS, Institut Paoli-Calmettes, CRCM, Marseille Proteomics, Marseille, France
| | - Stéphane Audebert
- Aix-Marseille University, Inserm, CNRS, Institut Paoli-Calmettes, CRCM, Marseille Proteomics, Marseille, France
| | - Germán Orizaola
- Animal Ecology, Department of Ecology and Genetics, Evolutionary Centre, Uppsala University, 75236, Uppsala, Sweden
- IMIB-Biodiversity Research Institute, University of Oviedo, 33600, Mieres-Asturias, Spain
- Zoology Unit, Department of Biology of Organisms and Systems, University of Oviedo, 33071, Oviedo-Asturias, Spain
| | - Jean Armengaud
- Département Médicaments Et Technologies Pour La Santé (DMTS), Université Paris-Saclay, CEA, INRAE, SPI, Bagnols-Sur-Cèze, France
| | - Arthur Tenenhaus
- Laboratoire Des Signaux Et Systèmes, Université Paris-Saclay, CNRS, CentraleSupélec, 91190, Gif-Sur-Yvette, France
| | - Imène Garali
- Institut de Radioprotection Et de Sûreté Nucléaire (IRSN), PSE-ENV/SRTE/LECO, Cadarache, France
- PSE-SANTE/SESANE/LRTox, Fontenay Aux Roses, France
| | - Jean-Marc Bonzom
- Institut de Radioprotection Et de Sûreté Nucléaire (IRSN), PSE-ENV/SRTE/LECO, Cadarache, France
- PSE-SANTE/SESANE/LRTox, Fontenay Aux Roses, France
| | - Olivier Armant
- Institut de Radioprotection Et de Sûreté Nucléaire (IRSN), PSE-ENV/SRTE/LECO, Cadarache, France.
- PSE-SANTE/SESANE/LRTox, Fontenay Aux Roses, France.
| |
Collapse
|
5
|
Pfenninger M, Doria HB, Nickel J, Thielsch A, Schwenk K, Cordellier M. Spontaneous rate of clonal single nucleotide mutations in Daphnia galeata. PLoS One 2022; 17:e0265632. [PMID: 35363773 PMCID: PMC8975155 DOI: 10.1371/journal.pone.0265632] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2021] [Accepted: 03/05/2022] [Indexed: 11/30/2022] Open
Abstract
Mutations are the ultimate source of heritable variation and therefore the fuel for evolution, but direct estimates of mutation rates exist only for few species. We estimated the spontaneous single nucleotide mutation rate among clonal generations in the waterflea Daphnia galeata with a short-term mutation accumulation approach. Individuals from eighteen mutation accumulation lines over five generations were deep sequenced to count de novo mutations that were not present in a pool of F1 individuals, representing the parental genotype. We identified 12 new nucleotide mutations in 90 clonal generational passages. This resulted in an estimated single nucleotide mutation rate of 0.745 x 10-9 (95% c.f. 0.39 x 10-9-1.26 x 10-9), which is slightly lower than recent estimates for other Daphnia species. We discuss the implications for the population genetics of Cladocerans.
Collapse
Affiliation(s)
- Markus Pfenninger
- Department Molecular Ecology, Senckenberg Biodiversity and Climate Research Centre, Frankfurt am Main, Germany
- Institute for Molecular and Organismic Evolution, Johannes Gutenberg University, Mainz, Germany
- LOEWE Centre for Translational Biodiversity Genomics, Senckenberg Biodiversity and Climate Research Centre, Frankfurt am Main, Germany
| | - Halina Binde Doria
- Department Molecular Ecology, Senckenberg Biodiversity and Climate Research Centre, Frankfurt am Main, Germany
- LOEWE Centre for Translational Biodiversity Genomics, Senckenberg Biodiversity and Climate Research Centre, Frankfurt am Main, Germany
| | - Jana Nickel
- Institut für Zoologie, Fakultät für Mathematik, Informatik und Naturwissenschaften, Universität Hamburg, Hamburg, Germany
| | - Anne Thielsch
- Institute for Environmental Sciences, Universität Koblenz-Landau, Landau, Germany
| | - Klaus Schwenk
- Institute for Environmental Sciences, Universität Koblenz-Landau, Landau, Germany
| | - Mathilde Cordellier
- Institut für Zoologie, Fakultät für Mathematik, Informatik und Naturwissenschaften, Universität Hamburg, Hamburg, Germany
| |
Collapse
|
6
|
Johnson KM, Jones HR, Casas SM, La Peyre JF, Kelly MW. Transcriptomic signatures of temperature adaptation in the eastern oyster Crassostrea virginica. J Evol Biol 2021; 34:1212-1224. [PMID: 33837581 DOI: 10.1111/jeb.13789] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2020] [Revised: 02/09/2021] [Accepted: 03/18/2021] [Indexed: 12/20/2022]
Abstract
The large geographic distribution of the eastern oyster, Crassostrea virginica, makes it an ideal species to test how populations have adapted to latitudinal gradients in temperature. Despite inhabiting distinct thermal regimes, populations of C. virginica near the species' southern and northern geographic range show no population differences in their physiological response to temperature. In this study, we used comparative transcriptomics to understand how oysters from either end of the species' range maintain enantiostasis across three acclimation temperatures (10, 20, and 30°C). With this approach, we identified genes that were differentially expressed in response to temperature between individuals of C. virginica collected from New Brunswick, Canada and Louisiana, USA. We observed a core set of genes whose expression responded to temperature in both populations, but also an even larger set of genes with expression patterns that were unique to each population. Intriguingly, the genes with population-specific responses to temperature had elevated FST and Ka/Ks ratios compared to the genome-wide average. In contrast, genes showing only a response to temperature were found to only have elevated FST values suggesting that divergent FST may be due to selection on linked regulatory regions rather than positive selection on protein coding regions. Taken together, our results suggest that, despite coarse-scale physiological similarities, natural selection has shaped divergent gene expression responses to temperature in geographically separated populations of this broadly eurythermal marine invertebrate.
Collapse
Affiliation(s)
- Kevin M Johnson
- Department of Biological Sciences, Louisiana State University, Baton Rouge, LA, USA.,Center for Coastal Marine Sciences, California Polytechnic State University, San Luis Obispo, CA, USA.,California Sea Grant, University of California San Diego, La Jolla, CA, USA
| | - Hollis R Jones
- Department of Biological Sciences, Louisiana State University, Baton Rouge, LA, USA.,Department of Animal Science, University of California, Davis, CA, USA
| | - Sandra M Casas
- School of Animal Sciences, Louisiana State University Ag Center, Baton Rouge, LA, USA
| | - Jerome F La Peyre
- School of Animal Sciences, Louisiana State University Ag Center, Baton Rouge, LA, USA
| | - Morgan W Kelly
- Department of Biological Sciences, Louisiana State University, Baton Rouge, LA, USA
| |
Collapse
|
7
|
False and true positives in arthropod thermal adaptation candidate gene lists. Genetica 2021; 149:143-153. [PMID: 33963492 DOI: 10.1007/s10709-021-00122-w] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2021] [Accepted: 04/27/2021] [Indexed: 10/21/2022]
Abstract
Genome-wide studies are prone to false positives due to inherently low priors and statistical power. One approach to ameliorate this problem is to seek validation of reported candidate genes across independent studies: genes with repeatedly discovered effects are less likely to be false positives. Inversely, genes reported only as many times as expected by chance alone, while possibly representing novel discoveries, are also more likely to be false positives. We show that, across over 30 genome-wide studies that reported Drosophila and Daphnia genes with possible roles in thermal adaptation, the combined lists of candidate genes and orthologous groups are rapidly approaching the total number of genes and orthologous groups in the respective genomes. This is consistent with the expectation of high frequency of false positives. The majority of these spurious candidates have been identified by one or a few studies, as expected by chance alone. In contrast, a noticeable minority of genes have been identified by numerous studies with the probabilities of such discoveries occurring by chance alone being exceedingly small. For this subset of genes, different studies are in agreement with each other despite differences in the ecological settings, genomic tools and methodology, and reporting thresholds. We provide a reference set of presumed true positives among Drosophila candidate genes and orthologous groups involved in response to changes in temperature, suitable for cross-validation purposes. Despite this approach being prone to false negatives, this list of presumed true positives includes several hundred genes, consistent with the "omnigenic" concept of genetic architecture of complex traits.
Collapse
|
8
|
Tams V, Nickel JH, Ehring A, Cordellier M. Insights into the genetic basis of predator-induced response in Daphnia galeata. Ecol Evol 2020; 10:13095-13108. [PMID: 33304520 PMCID: PMC7713943 DOI: 10.1002/ece3.6899] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2020] [Revised: 09/09/2020] [Accepted: 09/17/2020] [Indexed: 01/12/2023] Open
Abstract
Phenotypic plastic responses allow organisms to rapidly adjust when facing environmental challenges-these responses comprise morphological, behavioral but also life-history changes. Alteration of life-history traits when exposed to predation risk have been reported often in the ecological and genomic model organism Daphnia. However, the molecular basis of this response is not well understood, especially in the context of fish predation. Here, we characterized the transcriptional profiles of two Daphnia galeata clonal lines with opposed life histories when exposed to fish kairomones. First, we conducted a differential gene expression, identifying a total of 125 candidate transcripts involved in the predator-induced response, uncovering substantial intraspecific variation. Second, we applied a gene coexpression network analysis to find clusters of tightly linked transcripts revealing the functional relations of transcripts underlying the predator-induced response. Our results showed that transcripts involved in remodeling of the cuticle, growth, and digestion correlated with the response to environmental change in D. galeata. Furthermore, we used an orthology-based approach to gain functional information for transcripts lacking gene ontology (GO) information, as well as insights into the evolutionary conservation of transcripts. We could show that our candidate transcripts have orthologs in other Daphnia species but almost none in other arthropods. The unique combination of methods allowed us to identify candidate transcripts, their putative functions, and evolutionary history associated with predator-induced responses in Daphnia. Our study opens up to the question as to whether the same molecular signature is associated with fish kairomones-mediated life-history changes in other Daphnia species.
Collapse
Affiliation(s)
- Verena Tams
- Institute of Marine Ecosystem and Fishery ScienceUniversität HamburgHamburgGermany
| | | | - Anne Ehring
- Institute of ZoologyUniversität HamburgHamburgGermany
| | | |
Collapse
|
9
|
Ravindran SP, Tams V, Cordellier M. Transcriptome‐wide genotype–phenotype associations in
Daphnia
in a predation risk environment. J Evol Biol 2020; 34:879-892. [DOI: 10.1111/jeb.13699] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2020] [Revised: 08/03/2020] [Accepted: 08/29/2020] [Indexed: 12/30/2022]
Affiliation(s)
- Suda Parimala Ravindran
- Department of Marine Sciences Tjärnö Marine Laboratory University of Gothenburg Strömstad Sweden
| | - Verena Tams
- Institute of Marine Ecosystem and Fishery Science Universität Hamburg Hamburg Germany
| | | |
Collapse
|
10
|
Temperature-dependent life history and transcriptomic responses in heat-tolerant versus heat-sensitive Brachionus rotifers. Sci Rep 2020; 10:13281. [PMID: 32764662 PMCID: PMC7411042 DOI: 10.1038/s41598-020-70173-0] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2020] [Accepted: 07/22/2020] [Indexed: 01/12/2023] Open
Abstract
Thermal stress response is an essential physiological trait that determines occurrence and temporal succession in nature, including response to climate change. We compared temperature-related demography in closely related heat-tolerant and heat-sensitive Brachionus rotifer species. We found significant differences in heat response, with the heat-sensitive species adopting a strategy of long survival and low population growth, while the heat-tolerant followed the opposite strategy. In both species, we examined the genetic basis of physiological variation by comparing gene expression across increasing temperatures. Comparative transcriptomic analyses identified shared and opposing responses to heat. Interestingly, expression of heat shock proteins (hsps) was strikingly different in the two species and mirrored differences in population growth rates, showing that hsp genes are likely a key component of a species' adaptation to different temperatures. Temperature induction caused opposing patterns of expression in further functional categories including energy, carbohydrate and lipid metabolism, and in genes related to ribosomal proteins. In the heat-sensitive species, elevated temperatures caused up-regulation of genes related to meiosis induction and post-translational histone modifications. This work demonstrates the sweeping reorganizations of biological functions that accompany temperature adaptation in these two species and reveals potential molecular mechanisms that might be activated for adaptation to global warming.
Collapse
|
11
|
Waldvogel A, Feldmeyer B, Rolshausen G, Exposito‐Alonso M, Rellstab C, Kofler R, Mock T, Schmid K, Schmitt I, Bataillon T, Savolainen O, Bergland A, Flatt T, Guillaume F, Pfenninger M. Evolutionary genomics can improve prediction of species' responses to climate change. Evol Lett 2020; 4:4-18. [PMID: 32055407 PMCID: PMC7006467 DOI: 10.1002/evl3.154] [Citation(s) in RCA: 117] [Impact Index Per Article: 29.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2019] [Revised: 10/31/2019] [Accepted: 11/26/2019] [Indexed: 01/08/2023] Open
Abstract
Global climate change (GCC) increasingly threatens biodiversity through the loss of species, and the transformation of entire ecosystems. Many species are challenged by the pace of GCC because they might not be able to respond fast enough to changing biotic and abiotic conditions. Species can respond either by shifting their range, or by persisting in their local habitat. If populations persist, they can tolerate climatic changes through phenotypic plasticity, or genetically adapt to changing conditions depending on their genetic variability and census population size to allow for de novo mutations. Otherwise, populations will experience demographic collapses and species may go extinct. Current approaches to predicting species responses to GCC begin to combine ecological and evolutionary information for species distribution modelling. Including an evolutionary dimension will substantially improve species distribution projections which have not accounted for key processes such as dispersal, adaptive genetic change, demography, or species interactions. However, eco-evolutionary models require new data and methods for the estimation of a species' adaptive potential, which have so far only been available for a small number of model species. To represent global biodiversity, we need to devise large-scale data collection strategies to define the ecology and evolutionary potential of a broad range of species, especially of keystone species of ecosystems. We also need standardized and replicable modelling approaches that integrate these new data to account for eco-evolutionary processes when predicting the impact of GCC on species' survival. Here, we discuss different genomic approaches that can be used to investigate and predict species responses to GCC. This can serve as guidance for researchers looking for the appropriate experimental setup for their particular system. We furthermore highlight future directions for moving forward in the field and allocating available resources more effectively, to implement mitigation measures before species go extinct and ecosystems lose important functions.
Collapse
Affiliation(s)
- Ann‐Marie Waldvogel
- Senckenberg Biodiversity and Climate Research CentreFrankfurt am MainGermany
| | - Barbara Feldmeyer
- Senckenberg Biodiversity and Climate Research CentreFrankfurt am MainGermany
| | - Gregor Rolshausen
- Senckenberg Biodiversity and Climate Research CentreFrankfurt am MainGermany
| | | | | | - Robert Kofler
- Institute of Population GeneticsVetmeduni ViennaAustria
| | - Thomas Mock
- School of Environmental SciencesUniversity of East AngliaNorwichUnited Kingdom
| | - Karl Schmid
- Institute of Plant Breeding, Seed Science and Population GeneticsUniversity of HohenheimStuttgartGermany
| | - Imke Schmitt
- Senckenberg Biodiversity and Climate Research CentreFrankfurt am MainGermany
- Institute of Ecology, Evolution and DiversityGoethe‐UniversityFrankfurt am MainGermany
- LOEWE Centre for Translational Biodiversity Genomics (LOEWE‐TBG)Frankfurt am MainGermany
| | | | | | - Alan Bergland
- Department of BiologyUniversity of VirginiaCharlottesvilleVirginia
| | - Thomas Flatt
- Department of BiologyUniversity of FribourgFribourgSwitzerland
| | - Frederic Guillaume
- Department of Evolutionary Biology and Environmental StudiesUniversity of ZürichZürichSwitzerland
| | - Markus Pfenninger
- Senckenberg Biodiversity and Climate Research CentreFrankfurt am MainGermany
- LOEWE Centre for Translational Biodiversity Genomics (LOEWE‐TBG)Frankfurt am MainGermany
- Institute for Organismic and Molecular EvolutionJohannes Gutenberg UniversityMainzGermany
| |
Collapse
|
12
|
Abstract
Hemoglobin is the respiratory protein of many arthropods, enhancing the oxygen transport capacity of the hemolymph. One example, that has been subject of extensive studies, is the hemoglobin of the crustacean genus Daphnia. Here the characteristics of this oxygen binding protein are reviewed. The genetic structure is the result of repeated duplication events in the evolution, leading to a variety of di-domain isoforms. Adjustments to environmental changes thus result from differential expression of these paralogs. The biochemical properties, including spectral characteristics, concentration ranges, molecular mass of monomers and native oligomers, are compared. Structural differences between isoforms can be correlated to functional properties of oxygen binding characteristics. The mechanism of hemoglobin induction via hypoxia-inducible factor 1 allows the response to altered oxygen and temperature conditions. Changes of the hemoglobin suite in quantity and functional quality can be linked to their benefits for the animals' physiological performance. However, there is a large inter- and intra-specific variability of this induction potential. The consequences of altered hemoglobin characteristics for the animals' success within their habitat are discussed.
Collapse
Affiliation(s)
- Bettina Zeis
- Institut für Zoophysiologie, Westfälische Wilhelms-Universität Münster, Schlossplatz 8, 48149, Münster, Germany.
| |
Collapse
|
13
|
Ravindran SP, Lüneburg J, Gottschlich L, Tams V, Cordellier M. Daphnia stressor database: Taking advantage of a decade of Daphnia '-omics' data for gene annotation. Sci Rep 2019; 9:11135. [PMID: 31366898 PMCID: PMC6668405 DOI: 10.1038/s41598-019-47226-0] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2018] [Accepted: 07/09/2019] [Indexed: 11/09/2022] Open
Abstract
Gene expression patterns help to measure and characterize the effect of environmental perturbations at the cellular and organism-level. Complicating interpretation is the presence of uncharacterized or "hypothetical" gene functions for a large percentage of genomes. This is particularly evident in Daphnia genomes, which contains many regions coding for "hypothetical proteins" and are significantly divergent from many of the available arthropod model species, but might be ecologically important. In the present study, we developed a gene expression database, the Daphnia stressor database (http://www.daphnia-stressordb.uni-hamburg.de/dsdbstart.php), built from 90 published studies on Daphnia gene expression. Using a comparative genomics approach, we used the database to annotate D. galeata transcripts. The extensive body of literature available for Daphnia species allowed to associate stressors with gene expression patterns. We believe that our stressor based annotation strategy allows for better understanding and interpretation of the functional role of the understudied hypothetical or uncharacterized Daphnia genes, thereby increasing our understanding of Daphnia's genetic and phenotypic variability.
Collapse
Affiliation(s)
- Suda Parimala Ravindran
- Department of Marine Sciences, Tjärnö Marine Laboratory, University of Gothenburg, 452 96, Strömstad, Sweden
| | - Jennifer Lüneburg
- Universität Hamburg, Institute of Zoology, Martin-Luther-King Platz 3, 20146, Hamburg, Germany
| | - Lisa Gottschlich
- Universität Hamburg, Institute of Zoology, Martin-Luther-King Platz 3, 20146, Hamburg, Germany
| | - Verena Tams
- Universität Hamburg, Institut für marine Ökosystem- und Fischereiwissenschaften, Große Elbstraße 133, 22767, Hamburg, Germany
| | - Mathilde Cordellier
- Universität Hamburg, Institute of Zoology, Martin-Luther-King Platz 3, 20146, Hamburg, Germany.
| |
Collapse
|
14
|
Effects of Predator-Prey Interactions on Predator Traits: Differentiation of Diets and Venoms of a Marine Snail. Toxins (Basel) 2019; 11:toxins11050299. [PMID: 31130611 PMCID: PMC6563511 DOI: 10.3390/toxins11050299] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2019] [Revised: 05/16/2019] [Accepted: 05/23/2019] [Indexed: 12/12/2022] Open
Abstract
Species interactions are fundamental ecological forces that can have significant impacts on the evolutionary trajectories of species. Nonetheless, the contribution of predator-prey interactions to genetic and phenotypic divergence remains largely unknown. Predatory marine snails of the family Conidae exhibit specializations for different prey items and intraspecific variation in prey utilization patterns at geographic scales. Because cone snails utilize venom to capture prey and venom peptides are direct gene products, it is feasible to examine the evolution of genes associated with changes in resource utilization. Here, we compared feeding ecologies and venom duct transcriptomes of individuals from three populations of Conus miliaris, a species that exhibits geographic variation in prey utilization and dietary breadth, in order to determine the extent to which dietary differences are correlated with differences in venom composition, and if expanded niche breadth is associated with increased variation in venom composition. While populations showed little to no overlap in resource utilization, taxonomic richness of prey was greatest at Easter Island. Changes in dietary breadth were associated with differences in expression patterns and increased genetic differentiation of toxin-related genes. The Easter Island population also exhibited greater diversity of toxin-related transcripts, but did not show increased variance in expression of these transcripts. These results imply that differences in dietary breadth contribute more to the structural and regulatory differentiation of venoms than differences in diet.
Collapse
|
15
|
Ravindran SP, Herrmann M, Cordellier M. Contrasting patterns of divergence at the regulatory and sequence level in European Daphnia galeata natural populations. Ecol Evol 2019; 9:2487-2504. [PMID: 30891195 PMCID: PMC6405927 DOI: 10.1002/ece3.4894] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2018] [Revised: 12/05/2018] [Accepted: 12/13/2018] [Indexed: 12/30/2022] Open
Abstract
Understanding the genetic basis of local adaptation has long been a focus of evolutionary biology. Recently, there has been increased interest in deciphering the evolutionary role of Daphnia's plasticity and the molecular mechanisms of local adaptation. Using transcriptome data, we assessed the differences in gene expression profiles and sequences in four European Daphnia galeata populations. In total, ~33% of 32,903 transcripts were differentially expressed between populations. Among 10,280 differentially expressed transcripts, 5,209 transcripts deviated from neutral expectations and their population-specific expression pattern is likely the result of local adaptation processes. Furthermore, a SNP analysis allowed inferring population structure and distribution of genetic variation. The population divergence at the sequence level was comparatively higher than the gene expression level by several orders of magnitude consistent with strong founder effects and lack of gene flow between populations. Using sequence homology, the candidate transcripts were annotated using a comparative genomics approach. Additionally, we also performed a weighted gene co-expression analysis to identify population-specific regulatory patterns of transcripts in D. galeata. Thus, we identified candidate transcriptomic regions for local adaptation in this key species of aquatic ecosystems in the absence of any laboratory-induced stressor.
Collapse
Affiliation(s)
| | - Maike Herrmann
- Department of Veterinary MedicinePaul‐Ehrlich‐InstitutLangenGermany
| | | |
Collapse
|
16
|
Bowman LL, Kondrateva ES, Timofeyev MA, Yampolsky LY. Temperature gradient affects differentiation of gene expression and SNP allele frequencies in the dominant Lake Baikal zooplankton species. Mol Ecol 2018; 27:2544-2559. [PMID: 29691934 DOI: 10.1111/mec.14704] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2017] [Revised: 03/20/2018] [Accepted: 03/27/2018] [Indexed: 12/13/2022]
Abstract
Local adaptation and phenotypic plasticity are main mechanisms of organisms' resilience in changing environments. Both are affected by gene flow and are expected to be weak in zooplankton populations inhabiting large continuous water bodies and strongly affected by currents. Lake Baikal, the deepest and one of the coldest lakes on Earth, experienced epilimnion temperature increase during the last 100 years, exposing Baikal's zooplankton to novel selective pressures. We obtained a partial transcriptome of Epischura baikalensis (Copepoda: Calanoida), the dominant component of Baikal's zooplankton, and estimated SNP allele frequencies and transcript abundances in samples from regions of Baikal that differ in multiyear average surface temperatures. The strongest signal in both SNP and transcript abundance differentiation is the SW-NE gradient along the 600+ km long axis of the lake, suggesting isolation by distance. SNP differentiation is stronger for nonsynonymous than synonymous SNPs and is paralleled by differential survival during a laboratory exposure to increased temperature, indicating directional selection operating on the temperature gradient. Transcript abundance, generally collinear with the SNP differentiation, shows samples from the warmest, less deep location clustering together with the southernmost samples. Differential expression is more frequent among transcripts orthologous to candidate thermal response genes previously identified in model arthropods, including genes encoding cytoskeleton proteins, heat-shock proteins, proteases, enzymes of central energy metabolism, lipid and antioxidant pathways. We conclude that the pivotal endemic zooplankton species in Lake Baikal exists under temperature-mediated selection and possesses both genetic variation and plasticity to respond to novel temperature-related environmental pressures.
Collapse
Affiliation(s)
- Larry L Bowman
- Department of Biological Sciences, East Tennessee State University, Johnson City, Tennessee
| | - Elizaveta S Kondrateva
- Institute of Biology, Irkutsk State University, Irkutsk, Russia.,Baikal Research Centre, Irkutsk, Russia
| | - Maxim A Timofeyev
- Siberian Institute of Plant Physiology and Biochemistry SB RAS, Irkutsk, Russia
| | - Lev Y Yampolsky
- Department of Biological Sciences, East Tennessee State University, Johnson City, Tennessee
| |
Collapse
|
17
|
Molinier C, Reisser CMO, Fields P, Ségard A, Galimov Y, Haag CR. Identification of General Patterns of Sex-Biased Expression in Daphnia, a Genus with Environmental Sex Determination. G3 (BETHESDA, MD.) 2018; 8:1523-1533. [PMID: 29535148 PMCID: PMC5940145 DOI: 10.1534/g3.118.200174] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/07/2017] [Accepted: 02/25/2018] [Indexed: 12/18/2022]
Abstract
Daphnia reproduce by cyclic-parthenogenesis, where phases of asexual reproduction are intermitted by sexual production of diapause stages. This life cycle, together with environmental sex determination, allow the comparison of gene expression between genetically identical males and females. We investigated gene expression differences between males and females in four genotypes of Daphnia magna and compared the results with published data on sex-biased gene expression in two other Daphnia species, each representing one of the major phylogenetic clades within the genus. We found that 42% of all annotated genes showed sex-biased expression in D. magna This proportion is similar both to estimates from other Daphnia species as well as from species with genetic sex determination, suggesting that sex-biased expression is not reduced under environmental sex determination. Among 7453 single copy, one-to-one orthologs in the three Daphnia species, 707 consistently showed sex-biased expression and 675 were biased in the same direction in all three species. Hence these genes represent a core-set of genes with consistent sex-differential expression in the genus. A functional analysis identified that several of them are involved in known sex determination pathways. Moreover, 75% were overexpressed in females rather than males, a pattern that appears to be a general feature of sex-biased gene expression in Daphnia.
Collapse
Affiliation(s)
- Cécile Molinier
- Centre d'Ecologie Fonctionnelle et Evolutive (CEFE)- Unité Mixte de Recherche 5175, Centre National de la Recherche Scientifique (CNRS)-Université de Montpellier-Université Paul-Valéry Montpellier-Ecole Pratique des Hautes Etudes (EPHE), 1919 Route de Mende, 34293 Montpellier Cedex 5, France
| | - Céline M O Reisser
- Centre d'Ecologie Fonctionnelle et Evolutive (CEFE)- Unité Mixte de Recherche 5175, Centre National de la Recherche Scientifique (CNRS)-Université de Montpellier-Université Paul-Valéry Montpellier-Ecole Pratique des Hautes Etudes (EPHE), 1919 Route de Mende, 34293 Montpellier Cedex 5, France
- Université de Fribourg, Ecology and Evolution, Ch. du Musée 10, 1700 Fribourg, Switzerland
- IFREMER Centre du Pacifique, UMR 241 EIO, Labex CORAIL, BP 49, 98719 Taravao, Tahiti, Polynésie Française
| | - Peter Fields
- Universität Basel, Zoology Institute, Evolutionary Biology, Vesalgasse 1, 4051 Basel, Switzerland
| | - Adeline Ségard
- Centre d'Ecologie Fonctionnelle et Evolutive (CEFE)- Unité Mixte de Recherche 5175, Centre National de la Recherche Scientifique (CNRS)-Université de Montpellier-Université Paul-Valéry Montpellier-Ecole Pratique des Hautes Etudes (EPHE), 1919 Route de Mende, 34293 Montpellier Cedex 5, France
| | - Yan Galimov
- Koltsov Institute of Developmental Biology RAS ul. Vavilova 26, 119334 Moscow, Russia
| | - Christoph R Haag
- Centre d'Ecologie Fonctionnelle et Evolutive (CEFE)- Unité Mixte de Recherche 5175, Centre National de la Recherche Scientifique (CNRS)-Université de Montpellier-Université Paul-Valéry Montpellier-Ecole Pratique des Hautes Etudes (EPHE), 1919 Route de Mende, 34293 Montpellier Cedex 5, France
- Université de Fribourg, Ecology and Evolution, Ch. du Musée 10, 1700 Fribourg, Switzerland
| |
Collapse
|