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Szukala A, Lovegrove‐Walsh J, Luqman H, Fior S, Wolfe TM, Frajman B, Schönswetter P, Paun O. Polygenic routes lead to parallel altitudinal adaptation in Heliosperma pusillum (Caryophyllaceae). Mol Ecol 2023; 32:1832-1847. [PMID: 35152499 PMCID: PMC10946620 DOI: 10.1111/mec.16393] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2021] [Revised: 12/29/2021] [Accepted: 02/02/2022] [Indexed: 11/28/2022]
Abstract
Understanding how organisms adapt to the environment is a major goal of modern biology. Parallel evolution-the independent evolution of similar phenotypes in different populations-provides a powerful framework to investigate the evolutionary potential of populations, the constraints of evolution, its repeatability and therefore its predictability. Here, we quantified the degree of gene expression and functional parallelism across replicated ecotype formation in Heliosperma pusillum (Caryophyllaceae), and gained insights into the architecture of adaptive traits. Population structure analyses and demographic modelling support a previously formulated hypothesis of parallel polytopic divergence of montane and alpine ecotypes. We detect a large proportion of differentially expressed genes (DEGs) underlying divergence within each replicate ecotype pair, with a strikingly low number of shared DEGs across pairs. Functional enrichment of DEGs reveals that the traits affected by significant expression divergence are largely consistent across ecotype pairs, in strong contrast to the nonshared genetic basis. The remarkable redundancy of differential gene expression indicates a polygenic architecture for the diverged adaptive traits. We conclude that polygenic traits appear key to opening multiple routes for adaptation, widening the adaptive potential of organisms.
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Affiliation(s)
- Aglaia Szukala
- Department of Botany and Biodiversity ResearchUniversity of ViennaViennaAustria
- Vienna Graduate School of Population GeneticsViennaAustria
| | | | - Hirzi Luqman
- Department of Environmental System ScienceETH ZürichZürichSwitzerland
| | - Simone Fior
- Department of Environmental System ScienceETH ZürichZürichSwitzerland
| | - Thomas M. Wolfe
- Institute for Forest EntomologyForest Pathology and Forest Protection, BOKUViennaAustria
| | - Božo Frajman
- Department of BotanyUniversity of InnsbruckInnsbruckAustria
| | | | - Ovidiu Paun
- Department of Botany and Biodiversity ResearchUniversity of ViennaViennaAustria
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Ekwudo MN, Malek MC, Anderson CE, Yampolsky LY. The interplay between prior selection, mild intermittent exposure, and acute severe exposure in phenotypic and transcriptional response to hypoxia. Ecol Evol 2022; 12:e9319. [PMID: 36248677 PMCID: PMC9548574 DOI: 10.1002/ece3.9319] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2022] [Revised: 09/01/2022] [Accepted: 09/02/2022] [Indexed: 11/16/2022] Open
Abstract
Hypoxia has profound and diverse effects on aerobic organisms, disrupting oxidative phosphorylation and activating several protective pathways. Predictions have been made that exposure to mild intermittent hypoxia may be protective against more severe exposure and may extend lifespan. Here we report the lifespan effects of chronic, mild, intermittent hypoxia, and short-term survival in acute severe hypoxia in four clones of Daphnia magna originating from either permanent or intermittent habitats. We test the hypothesis that acclimation to chronic mild intermittent hypoxia can extend lifespan through activation of antioxidant and stress-tolerance pathways and increase survival in acute severe hypoxia through activation of oxygen transport and storage proteins and adjustment to carbohydrate metabolism. Unexpectedly, we show that chronic hypoxia extended the lifespan in the two clones originating from intermittent habitats but had the opposite effect in the two clones from permanent habitats, which also showed lower tolerance to acute hypoxia. Exposure to chronic hypoxia did not protect against acute hypoxia; to the contrary, Daphnia from the chronic hypoxia treatment had lower acute hypoxia tolerance than normoxic controls. Few transcripts changed their abundance in response to the chronic hypoxia treatment in any of the clones. After 12 h of acute hypoxia treatment, the transcriptional response was more pronounced, with numerous protein-coding genes with functionality in oxygen transport, mitochondrial and respiratory metabolism, and gluconeogenesis, showing upregulation. While clones from intermittent habitats showed somewhat stronger differential expression in response to acute hypoxia than those from permanent habitats, contrary to predictions, there were no significant hypoxia-by-habitat of origin or chronic-by-acute treatment interactions. GO enrichment analysis revealed a possible hypoxia tolerance role by accelerating the molting cycle and regulating neuron survival through upregulation of cuticular proteins and neurotrophins, respectively.
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Affiliation(s)
- Millicent N. Ekwudo
- Department of Biological SciencesEast Tennessee State UniversityJohnson CityTennesseeUSA
- Ann Romney Center for Neurologic Diseases, Brigham and Women's HospitalHarvard Medical SchoolBostonMassachusettsUSA
| | - Morad C. Malek
- Department of Biological SciencesEast Tennessee State UniversityJohnson CityTennesseeUSA
| | - Cora E. Anderson
- Department of Biological SciencesEast Tennessee State UniversityJohnson CityTennesseeUSA
- Department of Biological SciencesUniversity of Notre DameNotre DameIndianaUSA
| | - Lev Y. Yampolsky
- Department of Biological SciencesEast Tennessee State UniversityJohnson CityTennesseeUSA
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Fischer EK, Song Y, Hughes KA, Zhou W, Hoke KL. Nonparallel transcriptional divergence during parallel adaptation. Mol Ecol 2021; 30:1516-1530. [PMID: 33522041 DOI: 10.1111/mec.15823] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2020] [Revised: 01/25/2021] [Accepted: 01/26/2021] [Indexed: 12/17/2022]
Abstract
How underlying mechanisms bias evolution toward predictable outcomes remains an area of active debate. In this study, we leveraged phenotypic plasticity and parallel adaptation across independent lineages of Trinidadian guppies (Poecilia reticulata) to assess the predictability of gene expression evolution during parallel adaptation. Trinidadian guppies have repeatedly and independently adapted to high- and low-predation environments in the wild. We combined this natural experiment with a laboratory breeding design to attribute transcriptional variation to the genetic influences of population of origin and developmental plasticity in response to rearing with or without predators. We observed substantial gene expression plasticity, as well as the evolution of expression plasticity itself, across populations. Genes exhibiting expression plasticity within populations were more likely to also differ in expression between populations, with the direction of population differences more likely to be opposite those of plasticity. While we found more overlap than expected by chance in genes differentially expressed between high- and low-predation populations from distinct evolutionary lineages, the majority of differentially expressed genes were not shared between lineages. Our data suggest alternative transcriptional configurations associated with shared phenotypes, highlighting a role for transcriptional flexibility in the parallel phenotypic evolution of a species known for rapid adaptation.
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Affiliation(s)
- Eva K Fischer
- Department of Evolution, Ecology, and Behavior, University of Illinois, Urbana, IL, USA.,Department of Biology, Colorado State University, Fort Collins, CO, USA
| | - Youngseok Song
- Department of Statistics, Colorado State University, Fort Collins, CO, USA
| | - Kimberly A Hughes
- Department of Biological Science, Florida State University, Tallahassee, FL, USA
| | - Wen Zhou
- Department of Statistics, Colorado State University, Fort Collins, CO, USA
| | - Kim L Hoke
- Department of Biology, Colorado State University, Fort Collins, CO, USA
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O'Brien KM, Rix AS, Grove TJ, Sarrimanolis J, Brooking A, Roberts M, Crockett EL. Characterization of the hypoxia-inducible factor-1 pathway in hearts of Antarctic notothenioid fishes. Comp Biochem Physiol B Biochem Mol Biol 2020; 250:110505. [PMID: 32966875 DOI: 10.1016/j.cbpb.2020.110505] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2020] [Revised: 09/09/2020] [Accepted: 09/14/2020] [Indexed: 02/06/2023]
Abstract
The ability of Antarctic notothenioid fishes to mount a robust molecular response to hypoxia is largely unknown. The transcription factor, hypoxia-inducible factor-1 (HIF-1), a heterodimer of HIF-1α and HIF-1β subunits, is the master regulator of oxygen homeostasis in most metazoans. We sought to determine if, in the hearts of Antarctic notothenioids, HIF-1 is activated and functional in response to either an acute heat stress or hypoxia. The red-blooded Notothenia coriiceps and the hemoglobinless icefish, Chaenocephalus aceratus, were exposed to their critical thermal maximum (CTMAX) or hypoxia (5.0 ± 0.3 mg of O2 L-1) for 2 h. Additionally, N. coriiceps was exposed to 2.3 ± 0.3 mg of O2 L-1 for 12 h, and red-blooded Gobionotothen gibberifrons was exposed to both levels of hypoxia. Levels of HIF-1α were quantified in nuclei isolated from heart ventricles using western blotting. Transcript levels of genes involved in anaerobic metabolism, and known to be regulated by HIF-1, were quantified by real-time PCR, and lactate levels were measured in heart ventricles. Protein levels of HIF-1α increase in nuclei of hearts of N. coriiceps and C. aceratus in response to exposure to CTMAX and in hearts of N. coriiceps exposed to severe hypoxia, yet mRNA levels of anaerobic metabolic genes do not increase in any species, nor do lactate levels increase, suggesting that HIF-1 does not stimulate metabolic remodeling in hearts of notothenioids under these conditions. Together, these data suggest that Antarctic notothenioids may be vulnerable to hypoxic events, which are likely to increase with climate warming.
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Affiliation(s)
- K M O'Brien
- Institute of Arctic Biology, Fairbanks, Alaska, United States of America.
| | - A S Rix
- Institute of Arctic Biology, Fairbanks, Alaska, United States of America
| | - T J Grove
- Department of Biology, Valdosta State University, Valdosta, GA 31698, United States of America
| | - J Sarrimanolis
- Institute of Arctic Biology, Fairbanks, Alaska, United States of America
| | - A Brooking
- Institute of Arctic Biology, Fairbanks, Alaska, United States of America
| | - M Roberts
- Institute of Arctic Biology, Fairbanks, Alaska, United States of America
| | - E L Crockett
- Department of Biological Sciences, Ohio University, Athens, OH 45701, United States of America
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Brown AP, McGowan KL, Schwarzkopf EJ, Greenway R, Rodriguez LA, Tobler M, Kelley JL. Local ancestry analysis reveals genomic convergence in extremophile fishes. Philos Trans R Soc Lond B Biol Sci 2019; 374:20180240. [PMID: 31154969 DOI: 10.1098/rstb.2018.0240] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
The molecular basis of convergent phenotypes is often unknown. However, convergence at a genomic level is predicted when there are large population sizes, gene flow among diverging lineages or strong genetic constraints. We used whole-genome resequencing to investigate genomic convergence in fishes ( Poecilia spp.) that have repeatedly colonized hydrogen sulfide (H2S)-rich environments in Mexico. We identified genomic similarities in both single nucleotide polymorphisms (SNPs) and structural variants (SVs) among independently derived sulfide spring populations, with approximately 1.2% of the genome being shared among sulfidic ecotypes. We compared these convergent genomic regions to candidate genes for H2S adaptation identified from transcriptomic analyses and found that a significant proportion of these candidate genes (8%) were also in regions where sulfidic individuals had similar SNPs, while only 1.7% were in regions where sulfidic individuals had similar SVs. Those candidate genes included genes involved in sulfide detoxification, the electron transport chain (the main toxicity target of H2S) and other processes putatively important for adaptation to sulfidic environments. Regional genomic similarity across independent populations exposed to the same source of selection is consistent with selection on standing variation or introgression of adaptive alleles across divergent lineages. However, combined with previous analyses, our data also support that adaptive changes in mitochondrially encoded subunits arose independently via selection on de novo mutations. Pressing questions remain on what conditions ultimately facilitate the independent rise of adaptive alleles at the same loci in separate populations, and thus, the degree to which evolution is repeatable or predictable. This article is part of the theme issue 'Convergent evolution in the genomics era: new insights and directions'.
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Affiliation(s)
- Anthony P Brown
- 1 School of Biological Sciences, Washington State University , 100 Dairy Road, Pullman, WA 99164 , USA
| | - Kerry L McGowan
- 1 School of Biological Sciences, Washington State University , 100 Dairy Road, Pullman, WA 99164 , USA
| | - Enrique J Schwarzkopf
- 1 School of Biological Sciences, Washington State University , 100 Dairy Road, Pullman, WA 99164 , USA
| | - Ryan Greenway
- 2 Division of Biology, Kansas State University , 116 Ackert Hall, Manhattan, KS 66506 , USA
| | - Lenin Arias Rodriguez
- 3 División Académica de Ciencias Biológicas, Universidad Juárez Autónoma de Tabasco (UJAT) , CP 86150 Villahermosa, Tabasco , México
| | - Michael Tobler
- 2 Division of Biology, Kansas State University , 116 Ackert Hall, Manhattan, KS 66506 , USA
| | - Joanna L Kelley
- 1 School of Biological Sciences, Washington State University , 100 Dairy Road, Pullman, WA 99164 , USA
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