1
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Gamboa M, Gotoh Y, Doloiras-Laraño A, Watanabe K. Response of wild aquatic insect communities to thermal variation through comparative landscape transcriptomics. ARCHIVES OF INSECT BIOCHEMISTRY AND PHYSIOLOGY 2024; 116:e22137. [PMID: 39137227 DOI: 10.1002/arch.22137] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/13/2024] [Revised: 07/07/2024] [Accepted: 07/24/2024] [Indexed: 08/15/2024]
Abstract
Fluctuations in temperature are recognized as a potent driver of selection pressure, fostering genomic variations that are crucial for the adaptation and survival of organisms under selection. Notably, water temperature is a pivotal factor influencing aquatic organism persistence. By comprehending how aquatic organisms respond to shifts in water temperature, we can understand their potential physiological adaptations to environmental change in one or multiple species. This, in turn, contributes to the formulation of biologically relevant guidelines for the landscape scale transcriptome profile of organisms in lotic systems. Here, we investigated the distinct responses of seven stream stonefly species, collected from four geographical regions across Japan, to variations in temperature, including atmospheric and water temperatures. We achieved this by assessing the differences in gene expression through RNA-sequencing within individual species and exploring the patterns of community-genes among different species. We identified 735 genes that exhibited differential expressions across the temperature gradient. Remarkably, the community displayed expression levels differences of respiration and metabolic genes. Additionally, the diversity in molecular functions appeared to be linked to spatial variation, with water temperature differences potentially contributing to the overall functional diversity of genes. We found 22 community-genes with consistent expression patterns among species in response to water temperature variations. These genes related to respiration, metabolism and development exhibited a clear gradient providing robust evidence of divergent adaptive responses to water temperature. Our findings underscore the differential adaptation of stonefly species to local environmental conditions, suggesting that shared responses in gene expression may occur across multiple species under similar environmental conditions. This study emphasizes the significance of considering various species when assessing the impacts of environmental changes on aquatic insect communities and understanding potential mechanisms to cope with such changes.
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Affiliation(s)
- Maribet Gamboa
- Department of Ecology, Faculty of Science, Universidad Católica de la Santísima Concepción, Concepción, Chile
- Centro de Investigación en Biodiversidad y Ambientes Sustentables (CIBAS), Universidad Católica de la Santísima Concepción, Concepción, Chile
| | - Yusuke Gotoh
- Department of Civil and Environmental Engineering, Ehime University, Matsuyama, Japan
| | | | - Kozo Watanabe
- Department of Civil and Environmental Engineering, Ehime University, Matsuyama, Japan
- Ehime University, Center Marine Environmental Studies (CMES), Matsuyama, Japan
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2
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Muharromah AF, Reyes JIL, Kagia N, Watanabe K. Genome-wide detection of Wolbachia in natural Aedes aegypti populations using ddRAD-Seq. Front Cell Infect Microbiol 2023; 13:1252656. [PMID: 38162582 PMCID: PMC10755911 DOI: 10.3389/fcimb.2023.1252656] [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: 07/04/2023] [Accepted: 11/20/2023] [Indexed: 01/03/2024] Open
Abstract
Background Wolbachia, an endosymbiotic bacterium, is globally used to control arboviruses because of its ability to block arboviral replication and manipulate the reproduction of Wolbachia host, Aedes aegypti. Polymerase chain reaction (PCR)-based Wolbachia detection has been recently reported from natural Ae. aegypti populations. However, due to the technical limitations of PCR, such as primer incompatibility, PCR-based assays are not sufficiently reliable or accurate. In this study, we examined double digestion restriction site-associated DNA sequencing (ddRAD-Seq) efficiency and limitations in Wolbachia detection and quantification in field-collected Ae. aegypti natural populations in Metro Manila, the Philippines, compared with PCR-based assays. Methods A total of 217 individuals Ae. aegypti were collected from Metropolitan Manila, Philippines. We separated it into 14 populations consisting of 7 female and male populations. We constructed a library for pool ddRAD-Seq per population and also screened for Wolbachia by PCR assays using wsp and 16S rRNA. Wolbachia density per population were measured using RPS17 as the housekeeping gene. Results From 146,239,637 sequence reads obtained, 26,299 and 43,778 reads were mapped across the entire Wolbachia genome (with the wAlbA and wAlbB strains, respectively), suggesting that ddRAD-Seq complements PCR assays and supports more reliable Wolbachia detection from a genome-wide perspective. The number of reads mapped to the Wolbachia genome per population positively correlated with the number of Wolbachia-infected individuals per population based on PCR assays and the relative density of Wolbachia in the Ae. aegypti populations based on qPCR, suggesting ddRAD-Seq-based semi-quantification of Wolbachia by ddRAD-Seq. Male Ae. aegypti exhibited more reads mapped to the Wolbachia genome than females, suggesting higher Wolbachia prevalence rates in their case. We detected 150 single nucleotide polymorphism loci across the Wolbachia genome, allowing for more accurate the detection of four strains: wPip, wRi, TRS of Brugia malayi, and wMel. Conclusions Taken together, our results demonstrate the feasibility of ddRAD-Seq-based Wolbachia detection from field-collected Ae. aegypti mosquitoes.
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Affiliation(s)
- Atikah Fitria Muharromah
- Molecular Ecology and Health Laboratory, Center for Marine Environmental Studies (CMES), Ehime University, Matsuyama, Japan
- Entomology Laboratory, Department of Tropical Biology, Faculty of Biology, Universitas Gadjah Mada, Yogyakarta, Indonesia
| | - Jerica Isabel L. Reyes
- Molecular Ecology and Health Laboratory, Center for Marine Environmental Studies (CMES), Ehime University, Matsuyama, Japan
| | - Ngure Kagia
- Molecular Ecology and Health Laboratory, Center for Marine Environmental Studies (CMES), Ehime University, Matsuyama, Japan
| | - Kozo Watanabe
- Molecular Ecology and Health Laboratory, Center for Marine Environmental Studies (CMES), Ehime University, Matsuyama, Japan
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3
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Abstract
Insects constitute vital components of ecosystems. There is alarming evidence for global declines in insect species diversity, abundance, and biomass caused by anthropogenic drivers such as habitat degradation or loss, agricultural practices, climate change, and environmental pollution. This raises important concerns about human food security and ecosystem functionality and calls for more research to assess insect population trends and identify threatened species and the causes of declines to inform conservation strategies. Analysis of genetic diversity is a powerful tool to address these goals, but so far animal conservation genetics research has focused strongly on endangered vertebrates, devoting less attention to invertebrates, such as insects, that constitute most biodiversity. Insects' shorter generation times and larger population sizes likely necessitate different analytical methods and management strategies. The availability of high-quality reference genome assemblies enables population genomics to address several key issues. These include precise inference of past demographic fluctuations and recent declines, measurement of genetic load levels, delineation of evolutionarily significant units and cryptic species, and analysis of genetic adaptation to stressors. This enables identification of populations that are particularly vulnerable to future threats, considering their potential to adapt and evolve. We review the application of population genomics to insect conservation and the outlook for averting insect declines.
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Affiliation(s)
- Matthew T Webster
- Science for Life Laboratory, Department of Medical Biochemistry and Microbiology, Uppsala University, Uppsala, Sweden;
| | - Alexis Beaurepaire
- Institute of Bee Health, Vetsuisse Faculty, University of Bern, Bern, Switzerland.,Agroscope, Swiss Bee Research Centre, Bern, Switzerland
| | - Peter Neumann
- Institute of Bee Health, Vetsuisse Faculty, University of Bern, Bern, Switzerland.,Agroscope, Swiss Bee Research Centre, Bern, Switzerland
| | - Eckart Stolle
- Leibniz Institute for the Analysis of Biodiversity Change, Museum Koenig, Bonn, Germany
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4
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Gamboa M, Serrana J, Takemon Y, Monaghan MT, Watanabe K. Spatial and phylogenetic structure of Alpine stonefly assemblages across seven habitats using DNA-species. Oecologia 2023; 201:513-524. [PMID: 36680607 DOI: 10.1007/s00442-023-05321-0] [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: 09/06/2021] [Accepted: 01/12/2023] [Indexed: 01/22/2023]
Abstract
Stream ecosystems are spatially heterogeneous, with many different habitat patches distributed within a small area. The influence of this heterogeneity on the biodiversity of benthic insect communities is well documented; however, studies of the role of habitat heterogeneity in species coexistence and assembly remain limited. Here, we investigated how habitat heterogeneity influences spatial structure (beta biodiversity) and phylogenetic structure (evolutionary processes) of benthic stonefly (Plecoptera, Insecta) communities. We sampled 20 sites along two Alpine rivers, including seven habitats in four different reaches (headwaters, meandering, bar-braided floodplain, and lowland spring-fed). We identified 21 morphological species and delineated 52 DNA-species based on sequences from mitochondrial cox1 and nuclear ITS markers. Using DNA-species, we first analysed the patterns of variation in richness, diversity, and assemblage composition by quantifing the contribution of each reach and habitat to the overall DNA-species diversity using an additive partition analysis and distance-based redundancy analysis. Using gene-tree phylogenies, we assessed whether environmental filtering could lead to the co-occurrence of DNA-species using a two-step analysis to detect a phylogenetic signal. All four reaches significantly contributed to DNA-species richness, with the meandering reach having the highest contribution. Habitats had an effect on DNA-species diversity, where glide, riffle and, pool influenced the spatial structure of stonefly assemblage possibly due to the high habitat heterogeneity. Among the habitats, the pool showed significant phylogenetic clustering, suggesting high levels of evolutionary adaptation and strong habitat filtering. This assemblage structure may be caused by long-term stability of the habitat and the similar requirements for co-occurring species. Our study shows the importance of different habitats for the spatial and phylogenetic structure of stonefly assemblage and sheds light on the habitat-specific diversity that may help improve conservation practices.
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Affiliation(s)
- Maribet Gamboa
- Department of Ecology, Universidad Católica de La Santísima Concepción, Concepción, Chile.
| | - Joeselle Serrana
- Department of Civil and Environmental Engineering, Ehime University, Matsuyama, Japan
- Center Marine Environmental Studies (CMES), Ehime University, Matsuyama, Japan
| | - Yasuhiro Takemon
- Water Resources Research Center, Disaster Prevention Research Institute, Kyoto University, Gokasho, Uji, 6110011, Japan
| | - Michael T Monaghan
- Leibniz-Institute of Freshwater Ecology and Inland Fisheries (IGB), Müggelseedamm 301, 12587, Berlin, Germany
- Institut Für Biologie, Freie Universität Berlin, Königin-Luise-Str. 1-3, 14195, Berlin, Germany
| | - Kozo Watanabe
- Department of Civil and Environmental Engineering, Ehime University, Matsuyama, Japan
- Center Marine Environmental Studies (CMES), Ehime University, Matsuyama, Japan
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5
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Wang G, Lai H, Bi S, Guo D, Zhao X, Chen X, Liu S, Liu X, Su Y, Yi H, Li G. ddRAD‐Seq
reveals evolutionary insights into population differentiation and the cryptic phylogeography of
Hyporhamphus intermedius
in Mainland China. Ecol Evol 2022; 12:e9053. [PMID: 35813915 PMCID: PMC9251877 DOI: 10.1002/ece3.9053] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2021] [Revised: 05/28/2022] [Accepted: 06/08/2022] [Indexed: 11/12/2022] Open
Abstract
Species differentiation and local adaptation in heterogeneous environments have attracted much attention, although little is known about the mechanisms involved. Hyporhamphus intermedius is an anadromous, brackish‐water halfbeak that is widely distributed in coastal areas and hyperdiverse freshwater systems in China, making it an interesting model for research on phylogeography and local adaptation. Here, 156 individuals were sampled at eight sites from heterogeneous aquatic habitats to examine environmental and genetic contributions to phenotypic divergence. Using double‐digest restriction‐site‐associated DNA sequencing (ddRAD‐Seq) in the specimens from the different watersheds, 5498 single nucleotide polymorphisms (SNPs) were found among populations, with obvious population differentiation. We find that present‐day Mainland China populations are structured into distinct genetic clusters stretching from southern and northern ancestries, mirroring geography. Following a transplant event in Plateau Lakes, there were virtually no variations of genetic diversity occurred in two populations, despite the fact two main splits were unveiled in the demographic history. Additionally, dorsal, and anal fin traits varied widely between the southern group and the others, which highlighted previously unrecognized lineages. We then explore genotype–phenotype‐environment associations and predict candidate loci. Subgroup ranges appeared to correspond to geographic regions with heterogeneous hydrological factors, indicating that these features are likely important drivers of diversification. Accordingly, we conclude that genetic and phenotypic polymorphism and a moderate amount of genetic differentiation occurred, which might be ascribed to population subdivision, and the impact of abiotic factors.
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Affiliation(s)
- Gongpei Wang
- Guangdong Province Key Laboratory for Aquatic Economic Animals State Key Laboratory of Biocontrol School of Life Sciences Sun Yat‐Sen University Southern Marine Science and Engineering Guangdong Laboratory (Zhuhai) Guangzhou China
- State Key Laboratory of Ophthalmology Zhongshan Ophthalmic Center Sun Yat‐Sen University Guangzhou China
- Guangdong Provincial Engineering Technology Research Center for Healthy Breeding of Important Economic Fish Guangzhou China
| | - Han Lai
- Guangdong Province Key Laboratory for Aquatic Economic Animals State Key Laboratory of Biocontrol School of Life Sciences Sun Yat‐Sen University Southern Marine Science and Engineering Guangdong Laboratory (Zhuhai) Guangzhou China
- Guangdong Provincial Engineering Technology Research Center for Healthy Breeding of Important Economic Fish Guangzhou China
| | - Sheng Bi
- Guangdong Province Key Laboratory for Aquatic Economic Animals State Key Laboratory of Biocontrol School of Life Sciences Sun Yat‐Sen University Southern Marine Science and Engineering Guangdong Laboratory (Zhuhai) Guangzhou China
- Guangdong Provincial Engineering Technology Research Center for Healthy Breeding of Important Economic Fish Guangzhou China
| | - Dingli Guo
- Guangdong Province Key Laboratory for Aquatic Economic Animals State Key Laboratory of Biocontrol School of Life Sciences Sun Yat‐Sen University Southern Marine Science and Engineering Guangdong Laboratory (Zhuhai) Guangzhou China
- Guangdong Provincial Engineering Technology Research Center for Healthy Breeding of Important Economic Fish Guangzhou China
| | - Xiaopin Zhao
- Guangdong Province Key Laboratory for Aquatic Economic Animals State Key Laboratory of Biocontrol School of Life Sciences Sun Yat‐Sen University Southern Marine Science and Engineering Guangdong Laboratory (Zhuhai) Guangzhou China
- Guangdong Provincial Engineering Technology Research Center for Healthy Breeding of Important Economic Fish Guangzhou China
| | - Xiaoli Chen
- Guangdong Province Key Laboratory for Aquatic Economic Animals State Key Laboratory of Biocontrol School of Life Sciences Sun Yat‐Sen University Southern Marine Science and Engineering Guangdong Laboratory (Zhuhai) Guangzhou China
- Guangdong Provincial Engineering Technology Research Center for Healthy Breeding of Important Economic Fish Guangzhou China
| | - Shuang Liu
- Guangdong Province Key Laboratory for Aquatic Economic Animals State Key Laboratory of Biocontrol School of Life Sciences Sun Yat‐Sen University Southern Marine Science and Engineering Guangdong Laboratory (Zhuhai) Guangzhou China
- Guangdong Provincial Engineering Technology Research Center for Healthy Breeding of Important Economic Fish Guangzhou China
| | - Xuange Liu
- Guangdong Province Key Laboratory for Aquatic Economic Animals State Key Laboratory of Biocontrol School of Life Sciences Sun Yat‐Sen University Southern Marine Science and Engineering Guangdong Laboratory (Zhuhai) Guangzhou China
- Guangdong Provincial Engineering Technology Research Center for Healthy Breeding of Important Economic Fish Guangzhou China
| | - Yuqin Su
- Guangdong Province Key Laboratory for Aquatic Economic Animals State Key Laboratory of Biocontrol School of Life Sciences Sun Yat‐Sen University Southern Marine Science and Engineering Guangdong Laboratory (Zhuhai) Guangzhou China
- Guangdong Provincial Engineering Technology Research Center for Healthy Breeding of Important Economic Fish Guangzhou China
| | - Huadong Yi
- Guangdong Province Key Laboratory for Aquatic Economic Animals State Key Laboratory of Biocontrol School of Life Sciences Sun Yat‐Sen University Southern Marine Science and Engineering Guangdong Laboratory (Zhuhai) Guangzhou China
- Guangdong Provincial Engineering Technology Research Center for Healthy Breeding of Important Economic Fish Guangzhou China
| | - Guifeng Li
- Guangdong Province Key Laboratory for Aquatic Economic Animals State Key Laboratory of Biocontrol School of Life Sciences Sun Yat‐Sen University Southern Marine Science and Engineering Guangdong Laboratory (Zhuhai) Guangzhou China
- Guangdong Provincial Engineering Technology Research Center for Healthy Breeding of Important Economic Fish Guangzhou China
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6
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Malison RL, Hand BK, Winter E, Giersch JJ, Amish SJ, Whited D, Stanford JA, Luikart G. Landscape connectivity and genetic structure in a mainstem and a tributary stonefly (Plecoptera) species using a novel reference genome. J Hered 2022; 113:453-471. [DOI: 10.1093/jhered/esac025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2021] [Accepted: 05/12/2022] [Indexed: 11/13/2022] Open
Abstract
Abstract
Understanding how environmental variation influences population genetic structure can help predict how environmental change influences population connectivity, genetic diversity, and evolutionary potential. We used riverscape genomics modelling to investigate how climatic and habitat variables relate to patterns of genetic variation in two stonefly species, one from mainstem river habitats (Sweltsa coloradensis) and one from tributaries (Sweltsa fidelis) in 40 sites in northwest Montana, USA. We produced a draft genome assembly for S. coloradensis (N50 = 0.251 Mbp, BUSCO > 95% using “insecta_ob9” reference genes). We genotyped 1930 SNPs in 372 individuals for S. coloradensis and 520 SNPs in 153 individuals for S. fidelis. We found higher genetic diversity for S. coloradensis compared to S. fidelis, but nearly identical genetic differentiation among sites within each species (both had global loci median FST = 0.000), despite differences in stream network location. For landscape genomics and testing for selection, we produced a less stringently filtered data set (3454 and 1070 SNPs for S. coloradensis and S. fidelis, respectively). Environmental variables (mean summer precipitation, slope, aspect, mean June stream temperature, land cover type) were correlated with 19 putative adaptive loci for S. coloradensis. but there was only one putative adaptive locus for S. fidelis (correlated with aspect). Interestingly, we also detected potential hybridization between multiple Sweltsa species which has never been previously detected. Studies like ours, that test for adaptive variation in multiple related species are needed to help assess landscape connectivity and the vulnerability of populations and communities to environmental change.
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Affiliation(s)
- Rachel L Malison
- The University of Montana, Flathead Lake Biological Station, 32125 Bio Station Lane, Polson, MT
| | - Brian K Hand
- The University of Montana, Flathead Lake Biological Station, 32125 Bio Station Lane, Polson, MT
| | - Emily Winter
- The University of Montana, Flathead Lake Biological Station, 32125 Bio Station Lane, Polson, MT
| | - J Joseph Giersch
- US Geological Survey, Northern Rocky Mountain Science Center, Glacier National Park, West Glacier, Montana
| | - Stephen J Amish
- The University of Montana, Flathead Lake Biological Station, 32125 Bio Station Lane, Polson, MT
- Conservation Genomics Group, Division of Biological Sciences, University of Montana, Missoula, Montana
| | - Diane Whited
- The University of Montana, Flathead Lake Biological Station, 32125 Bio Station Lane, Polson, MT
| | - Jack A Stanford
- The University of Montana, Flathead Lake Biological Station, 32125 Bio Station Lane, Polson, MT
| | - Gordon Luikart
- The University of Montana, Flathead Lake Biological Station, 32125 Bio Station Lane, Polson, MT
- Conservation Genomics Group, Division of Biological Sciences, University of Montana, Missoula, Montana
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7
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Deng J, Assandri G, Chauhan P, Futahashi R, Galimberti A, Hansson B, Lancaster LT, Takahashi Y, Svensson EI, Duplouy A. Wolbachia-driven selective sweep in a range expanding insect species. BMC Ecol Evol 2021; 21:181. [PMID: 34563127 PMCID: PMC8466699 DOI: 10.1186/s12862-021-01906-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2021] [Accepted: 08/31/2021] [Indexed: 12/29/2022] Open
Abstract
Background Evolutionary processes can cause strong spatial genetic signatures, such as local loss of genetic diversity, or conflicting histories from mitochondrial versus nuclear markers. Investigating these genetic patterns is important, as they may reveal obscured processes and players. The maternally inherited bacterium Wolbachia is among the most widespread symbionts in insects. Wolbachia typically spreads within host species by conferring direct fitness benefits, and/or by manipulating its host reproduction to favour infected over uninfected females. Under sufficient selective advantage, the mitochondrial haplotype associated with the favoured maternally-inherited symbiotic strains will spread (i.e. hitchhike), resulting in low mitochondrial genetic variation across the host species range. Method The common bluetail damselfly (Ischnura elegans: van der Linden, 1820) has recently emerged as a model organism for genetics and genomic signatures of range expansion during climate change. Although there is accumulating data on the consequences of such expansion on the genetics of I. elegans, no study has screened for Wolbachia in the damselfly genus Ischnura. Here, we present the biogeographic variation in Wolbachia prevalence and penetrance across Europe and Japan (including samples from 17 populations), and from close relatives in the Mediterranean area (i.e. I. genei: Rambur, 1842; and I. saharensis: Aguesse, 1958). Results Our data reveal (a) multiple Wolbachia-strains, (b) potential transfer of the symbiont through hybridization, (c) higher infection rates at higher latitudes, and (d) reduced mitochondrial diversity in the north-west populations, indicative of hitchhiking associated with the selective sweep of the most common strain. We found low mitochondrial haplotype diversity in the Wolbachia-infected north-western European populations (Sweden, Scotland, the Netherlands, Belgium, France and Italy) of I. elegans, and, conversely, higher mitochondrial diversity in populations with low penetrance of Wolbachia (Ukraine, Greece, Montenegro and Cyprus). The timing of the selective sweep associated with infected lineages was estimated between 20,000 and 44,000 years before present, which is consistent with the end of the last glacial period about 20,000 years. Conclusions Our findings provide an example of how endosymbiont infections can shape spatial variation in their host evolutionary genetics during postglacial expansion. These results also challenge population genetic studies that do not consider the prevalence of symbionts in many insects, which we show can impact geographic patterns of mitochondrial genetic diversity.
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Affiliation(s)
- Junchen Deng
- Department of Biology, Lund University, Sölvegatan 37, 223 62, Lund, Sweden.,Institute of Environmental Sciences, Jagiellonian University in Kraków, Gronostajowa 7, 30-387, Kraków, Poland
| | - Giacomo Assandri
- Area per l'Avifauna Migratrice, Istituto Superiore per la Protezione e la Ricerca Ambientale (ISPA), Via Ca' Fornacetta 9, 40064, Ozzano Emilia, BO, Italy
| | - Pallavi Chauhan
- Department of Biology, Lund University, Sölvegatan 37, 223 62, Lund, Sweden
| | - Ryo Futahashi
- Bioproduction Research Institute, National Institute of Advance Industrial Science and Technology (AIST), Trukuba, Ibaraki, 305-8566, Japan
| | - Andrea Galimberti
- Department of Biotechnology and Bioscience, University of Milano-Bicocca, Piazza della Scienza 2, 20126, Milan, Italy
| | - Bengt Hansson
- Department of Biology, Lund University, Sölvegatan 37, 223 62, Lund, Sweden
| | - Lesley T Lancaster
- School of Biological Sciences, University of Aberdeen, Aberdeen, AB24 2TZ, UK
| | - Yuma Takahashi
- Graduate School of Science, Chiba University, Chiba, Japan
| | - Erik I Svensson
- Department of Biology, Lund University, Sölvegatan 37, 223 62, Lund, Sweden
| | - Anne Duplouy
- Department of Biology, Lund University, Sölvegatan 37, 223 62, Lund, Sweden. .,Insect Symbiosis Ecology and Evolution Lab, Organismal and Evolutionary Biology Research Program, The University of Helsinki, Viikinkaari 1, 00014, Helsinki, Finland.
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8
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Locally adapted gut microbiomes mediate host stress tolerance. ISME JOURNAL 2021; 15:2401-2414. [PMID: 33658622 PMCID: PMC8319338 DOI: 10.1038/s41396-021-00940-y] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/10/2020] [Revised: 01/29/2021] [Accepted: 02/11/2021] [Indexed: 01/04/2023]
Abstract
While evidence for the role of the microbiome in shaping host stress tolerance is becoming well-established, to what extent this depends on the interaction between the host and its local microbiome is less clear. Therefore, we investigated whether locally adapted gut microbiomes affect host stress tolerance. In the water flea Daphnia magna, we studied if the host performs better when receiving a microbiome from their source region than from another region when facing a stressful condition, more in particular exposure to the toxic cyanobacteria Microcystis aeruginosa. Therefore, a reciprocal transplant experiment was performed in which recipient, germ-free D. magna, isolated from different ponds, received a donor microbiome from sympatric or allopatric D. magna that were pre-exposed to toxic cyanobacteria or not. We tested for effects on host life history traits and gut microbiome composition. Our data indicate that Daphnia interact with particular microbial strains mediating local adaptation in host stress tolerance. Most recipient D. magna individuals performed better when inoculated with sympatric than with allopatric microbiomes. This effect was most pronounced when the donors were pre-exposed to the toxic cyanobacteria, but this effect was also pond and genotype dependent. We discuss how this host fitness benefit is associated with microbiome diversity patterns.
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9
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Yadav S, J Stow A, Dudaniec RY. Microgeographical adaptation corresponds to elevational distributions of congeneric montane grasshoppers. Mol Ecol 2020; 30:481-498. [PMID: 33217095 DOI: 10.1111/mec.15739] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2020] [Revised: 10/09/2020] [Accepted: 11/11/2020] [Indexed: 12/30/2022]
Abstract
Local adaptation can occur at small spatial scales relative to the dispersal capacity of species. Alpine ecosystems have sharp environmental clines that offer an opportunity to investigate the effects of fine-scale shifts in species' niche breadth on adaptive genetic processes. Here we examine two grasshopper species endemic to the Australian Alps (Kosciuscola spp.) that differ in elevational niche breadth: one broader, K. usitatus (1400-2200 m), and one narrower, K. tristis (1600-2000 m). We examine signatures of selection with respect to environmental and morphological variables in two mountain regions using FST outlier tests and environmental association analyses (EAAs) applied to single nucleotide polymorphism (SNP) data (K. usitatus: 9017 SNPs, n = 130; K. tristis: 7363 SNPs, n = 135). Stronger genetic structure was found in the more narrowly distributed K. tristis, which showed almost twice the number of SNPs under putative selection (10.8%) compared with K. usitatus (5.3%). When examining SNPs in common across species (n = 3058), 260 SNPs (8.5%) were outliers shared across species, and these were mostly associated with elevation, a proxy for temperature, suggesting parallel adaptive processes in response to climatic drivers. Additive polygenic scores (an estimate of the cumulative signal of selection across all candidate loci) were nonlinearly and positively correlated with elevation in both species. However, a steeper correlation in K. tristis indicated a stronger signal of spatially varying selection towards higher elevations. Our study illustrates that the niche breadth of co-occurring and related species distributed along the same environmental cline is associated with differences in patterns of microgeographical adaptation.
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Affiliation(s)
- Sonu Yadav
- Department of Biological Sciences, Macquarie University, North Ryde, NSW, Australia
| | - Adam J Stow
- Department of Biological Sciences, Macquarie University, North Ryde, NSW, Australia
| | - Rachael Y Dudaniec
- Department of Biological Sciences, Macquarie University, North Ryde, NSW, Australia
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10
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Nielsen ES, Henriques R, Beger M, Toonen RJ, von der Heyden S. Multi-model seascape genomics identifies distinct environmental drivers of selection among sympatric marine species. BMC Evol Biol 2020; 20:121. [PMID: 32938400 PMCID: PMC7493327 DOI: 10.1186/s12862-020-01679-4] [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: 06/10/2020] [Accepted: 08/24/2020] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND As global change and anthropogenic pressures continue to increase, conservation and management increasingly needs to consider species' potential to adapt to novel environmental conditions. Therefore, it is imperative to characterise the main selective forces acting on ecosystems, and how these may influence the evolutionary potential of populations and species. Using a multi-model seascape genomics approach, we compare putative environmental drivers of selection in three sympatric southern African marine invertebrates with contrasting ecology and life histories: Cape urchin (Parechinus angulosus), Common shore crab (Cyclograpsus punctatus), and Granular limpet (Scutellastra granularis). RESULTS Using pooled (Pool-seq), restriction-site associated DNA sequencing (RAD-seq), and seven outlier detection methods, we characterise genomic variation between populations along a strong biogeographical gradient. Of the three species, only S. granularis showed significant isolation-by-distance, and isolation-by-environment driven by sea surface temperatures (SST). In contrast, sea surface salinity (SSS) and range in air temperature correlated more strongly with genomic variation in C. punctatus and P. angulosus. Differences were also found in genomic structuring between the three species, with outlier loci contributing to two clusters in the East and West Coasts for S. granularis and P. angulosus, but not for C. punctatus. CONCLUSION The findings illustrate distinct evolutionary potential across species, suggesting that species-specific habitat requirements and responses to environmental stresses may be better predictors of evolutionary patterns than the strong environmental gradients within the region. We also found large discrepancies between outlier detection methodologies, and thus offer a novel multi-model approach to identifying the principal environmental selection forces acting on species. Overall, this work highlights how adding a comparative approach to seascape genomics (both with multiple models and species) can elucidate the intricate evolutionary responses of ecosystems to global change.
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Affiliation(s)
- Erica S Nielsen
- Evolutionary Genomics Group, Department of Botany and Zoology, University of Stellenbosch, Private Bag X1, Matieland, 7602, South Africa
| | - Romina Henriques
- Evolutionary Genomics Group, Department of Botany and Zoology, University of Stellenbosch, Private Bag X1, Matieland, 7602, South Africa.,Technical University of Denmark, National Institute of Aquatic Resources, Section for Marine Living Resources, Velsøvej 39, 8600, Silkeborg, Denmark
| | - Maria Beger
- School of Biology, Faculty of Biological Sciences, University of Leeds, Leeds, LS2 9JT, UK
| | - Robert J Toonen
- Hawai'i Institute of Marine Biology, University of Hawai'i at Mānoa, Kāne'ohe, HI, 96744, USA
| | - Sophie von der Heyden
- Evolutionary Genomics Group, Department of Botany and Zoology, University of Stellenbosch, Private Bag X1, Matieland, 7602, South Africa.
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Skim-Sequencing Based Genotyping Reveals Genetic Divergence of the Wild and Domesticated Population of Black Tiger Shrimp ( Penaeus monodon) in the Indo-Pacific Region. BIOLOGY 2020; 9:biology9090277. [PMID: 32906759 PMCID: PMC7564732 DOI: 10.3390/biology9090277] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/03/2020] [Revised: 08/25/2020] [Accepted: 09/02/2020] [Indexed: 11/16/2022]
Abstract
The domestication of a wild-caught aquatic animal is an evolutionary process, which results in genetic discrimination at the genomic level in response to strong artificial selection. Although black tiger shrimp (Penaeus monodon) is one of the most commercially important aquaculture species, a systematic assessment of genetic divergence and structure of wild-caught and domesticated broodstock populations of the species is yet to be documented. Therefore, we used skim sequencing (SkimSeq) based genotyping approach to investigate the genetic structure of 50 broodstock individuals of P. monodon species, collected from five sampling sites (n = 10 in each site) across their distribution in Indo-Pacific regions. The wild-caught P. monodon broodstock population were collected from Malaysia (MS) and Japan (MJ), while domesticated broodstock populations were collected from Madagascar (MMD), Hawaii, HI, USA (MMO), and Thailand (MT). After various filtering process, a total of 194,259 single nucleotide polymorphism (SNP) loci were identified, in which 4983 SNP loci were identified as putatively adaptive by the pcadapt approach. In both datasets, pairwise FST estimates high genetic divergence between wild and domesticated broodstock populations. Consistently, different spatial clustering analyses in both datasets categorized divergent genetic structure into two clusters: (1) wild-caught populations (MS and MJ), and (2) domesticated populations (MMD, MMO and MT). Among 4983 putatively adaptive SNP loci, only 50 loci were observed to be in the coding region. The gene ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) analyses suggested that non-synonymous mutated genes might be associated with the energy production, metabolic functions, respiration regulation and developmental rates, which likely act to promote adaptation to the strong artificial selection during the domestication process. This study has demonstrated the applicability of SkimSeq in a highly duplicated genome of P. monodon specifically, across a range of genetic backgrounds and geographical distributions, and would be useful for future genetic improvement program of this species in aquaculture.
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Asaduzzaman M, Igarashi Y, Wahab MA, Nahiduzzaman M, Rahman MJ, Phillips MJ, Huang S, Asakawa S, Rahman MM, Wong LL. Population Genomics of an Anadromous Hilsa Shad Tenualosa ilisha Species across Its Diverse Migratory Habitats: Discrimination by Fine-Scale Local Adaptation. Genes (Basel) 2019; 11:genes11010046. [PMID: 31905942 PMCID: PMC7017241 DOI: 10.3390/genes11010046] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2019] [Revised: 12/19/2019] [Accepted: 12/23/2019] [Indexed: 11/23/2022] Open
Abstract
The migration of anadromous fish in heterogenic environments unceasingly imposes a selective pressure that results in genetic variation for local adaptation. However, discrimination of anadromous fish populations by fine-scale local adaptation is challenging because of their high rate of gene flow, highly connected divergent population, and large population size. Recent advances in next-generation sequencing (NGS) have expanded the prospects of defining the weakly structured population of anadromous fish. Therefore, we used NGS-based restriction site-associated DNA (NextRAD) techniques on 300 individuals of an anadromous Hilsa shad (Tenualosa ilisha) species, collected from nine strategic habitats, across their diverse migratory habitats, which include sea, estuary, and different freshwater rivers. The NextRAD technique successfully identified 15,453 single nucleotide polymorphism (SNP) loci. Outlier tests using the FST OutFLANK and pcadapt approaches identified 74 and 449 SNPs (49 SNPs being common), respectively, as putative adaptive loci under a divergent selection process. Our results, based on the different cluster analyses of these putatively adaptive loci, suggested that local adaptation has divided the Hilsa shad population into two genetically structured clusters, in which marine and estuarine collection sites were dominated by individuals of one genetic cluster and different riverine collection sites were dominated by individuals of another genetic cluster. The phylogenetic analysis revealed that all the riverine populations of Hilsa shad were further subdivided into the north-western riverine (turbid freshwater) and the north-eastern riverine (clear freshwater) ecotypes. Among all of the putatively adaptive loci, only 36 loci were observed to be in the coding region, and the encoded genes might be associated with important biological functions related to the local adaptation of Hilsa shad. In summary, our study provides both neutral and adaptive contexts for the observed genetic divergence of Hilsa shad and, consequently, resolves the previous inconclusive findings on their population genetic structure across their diverse migratory habitats. Moreover, the study has clearly demonstrated that NextRAD sequencing is an innovative approach to explore how dispersal and local adaptation can shape genetic divergence of non-model anadromous fish that intersect diverse migratory habitats during their life-history stages.
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Affiliation(s)
- Md Asaduzzaman
- Department of Marine Bioresource Science, Faculty of Fisheries, Chattogram Veterinary and Animal Sciences University, Khulsi, Chattogram 4225, Bangladesh
- Department of Aquatic Bioscience, The University of Tokyo, 1-1-1 Yayoi, Bunkyo-ku, Tokyo 113-8657, Japan; (Y.I.); (S.H.); (S.A.)
- Correspondence: (M.A.); (L.L.W.); Tel.: +880-1717-412049 (M.A.); +609-668-3671 (L.L.W.)
| | - Yoji Igarashi
- Department of Aquatic Bioscience, The University of Tokyo, 1-1-1 Yayoi, Bunkyo-ku, Tokyo 113-8657, Japan; (Y.I.); (S.H.); (S.A.)
| | - Md Abdul Wahab
- WorldFish, Bangladesh and South Asia Office, Banani, Dhaka 1213, Bangladesh; (M.A.W.); (M.N.); (M.J.R.)
| | - Md Nahiduzzaman
- WorldFish, Bangladesh and South Asia Office, Banani, Dhaka 1213, Bangladesh; (M.A.W.); (M.N.); (M.J.R.)
| | - Md Jalilur Rahman
- WorldFish, Bangladesh and South Asia Office, Banani, Dhaka 1213, Bangladesh; (M.A.W.); (M.N.); (M.J.R.)
| | - Michael J. Phillips
- WorldFish Headquarters, Jalan Batu Maung, Batu Muang, Penang 11960, Malaysia;
| | - Songqian Huang
- Department of Aquatic Bioscience, The University of Tokyo, 1-1-1 Yayoi, Bunkyo-ku, Tokyo 113-8657, Japan; (Y.I.); (S.H.); (S.A.)
| | - Shuichi Asakawa
- Department of Aquatic Bioscience, The University of Tokyo, 1-1-1 Yayoi, Bunkyo-ku, Tokyo 113-8657, Japan; (Y.I.); (S.H.); (S.A.)
| | - Md Moshiur Rahman
- Fisheries and Marine Resource Technology Discipline, Khulna University, Khulna 9208, Bangladesh;
| | - Li Lian Wong
- Institute of Marine Biotechnology, Universiti Malaysia Terengganu, Kuala-Terengganu, Terengganu 21030, Malaysia
- Correspondence: (M.A.); (L.L.W.); Tel.: +880-1717-412049 (M.A.); +609-668-3671 (L.L.W.)
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Dillon ME, Lozier JD. Adaptation to the abiotic environment in insects: the influence of variability on ecophysiology and evolutionary genomics. CURRENT OPINION IN INSECT SCIENCE 2019; 36:131-139. [PMID: 31698151 DOI: 10.1016/j.cois.2019.09.003] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/09/2019] [Revised: 09/10/2019] [Accepted: 09/10/2019] [Indexed: 06/10/2023]
Abstract
Advances in tools to gather environmental, phenotypic, and molecular data have accelerated our ability to detect abiotic drivers of variation across the genome-to-phenome spectrum in model and non-model insects. However, differences in the spatial and temporal resolution of these data sets may create gaps in our understanding of linkages between environment, genotype, and phenotype that yield missed or misleading results about adaptive variation. In this review we highlight sources of variability that might impact studies of phenotypic and 'omic environmental adaptation, challenges to collecting data at relevant scales, and possible solutions that link intensive fine-scale reductionist studies of mechanisms to large-scale biogeographic patterns.
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Affiliation(s)
- Michael E Dillon
- Department of Zoology & Physiology and Program in Ecology, The University of Wyoming, Laramie, Wyoming 82071, USA.
| | - Jeffrey D Lozier
- Department of Biological Sciences, The University of Alabama, Box 870344, Tuscaloosa, Alabama 35487, USA
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