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Cruz-Nicolás J, Jaramillo-Correa JP, Gernandt DS. Stochastic processes and changes in evolutionary rate are associated with diversification in a lineage of tropical hard pines (Pinus). Mol Phylogenet Evol 2024; 192:108011. [PMID: 38195010 DOI: 10.1016/j.ympev.2024.108011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2023] [Revised: 12/08/2023] [Accepted: 01/06/2024] [Indexed: 01/11/2024]
Abstract
The study of the patterns of polymorphism and molecular evolution among closely related species is key to understanding the evolutionary forces involved in the diversification of lineages. This point is a big challenge in species with slow evolutionary rates, long life cycles, and ancient, shared polymorphisms such as conifers. Under the premise of divergence in a stepwise migration process, we expect clinal geographical patterns of purifying selection efficiency, and genetic structure related to latitude or longitude. If migration is accompanied by changes in the environment, we could further expect a role of positive selection in driving species divergence. Here, we infer patterns of polymorphism, efficiency of purifying selection, and molecular evolution using a dataset of 161 nuclear genes (∼71 Kb) in a lineage of hard pines from North America, the Caribbean, Mexico, and Central America presumed to have migrated from North America toward lower latitudes with tropical conditions. Under the premise of differences in selective pressures, we also look for possible signals of positive selection. To test our hypothesis, first we estimated different indices to infer patterns of polymorphism and efficiency of purifying selection (Ka, Ks, Ka/Ks, dN, dS, dN/dS, and dxy) and compared these metrics across five clades. Also, we investigated possible clinal patterns in these indices and morphological traits (needle length and cone length). Then we inferred genetic structure and environmental differences among species to test for possible signals of positive selection using phylogenetic methods in specific clades. We found differences among clades using Ka, Ks, and Ka/Ks with a relaxation of purifying selection, especially in the Elliotti and Patula clades. We also found environmental differences related to geographic distance, and among clades suggesting differences in selective pressures. The indices Ks, dxy, and needle length had relationships with geography but not ovulate cone length. Finally, we found that most analyzed genes are under purifying selection, but there was an exception of faster evolutionary rate in some pine species, suggesting the possible action of positive selection in divergence. Our study indicated that stochastic processes have played a key role in the diversification of the group, with a possible input of positive selection in pines from Mexico and Central America.
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Affiliation(s)
- Jorge Cruz-Nicolás
- Departamento de Botánica, Instituto de Biología, Universidad Nacional Autónoma de México, Ciudad de México CDMX 04510, Mexico.
| | - Juan Pablo Jaramillo-Correa
- Departamento de Ecología Evolutiva, Instituto de Ecología, Universidad Nacional Autónoma de México, Ciudad de México CDMX 04510, Mexico
| | - David S Gernandt
- Departamento de Botánica, Instituto de Biología, Universidad Nacional Autónoma de México, Ciudad de México CDMX 04510, Mexico.
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Thompson LM, Thurman LL, Cook CN, Beever EA, Sgrò CM, Battles A, Botero CA, Gross JE, Hall KR, Hendry AP, Hoffmann AA, Hoving C, LeDee OE, Mengelt C, Nicotra AB, Niver RA, Pérez‐Jvostov F, Quiñones RM, Schuurman GW, Schwartz MK, Szymanski J, Whiteley A. Connecting research and practice to enhance the evolutionary potential of species under climate change. CONSERVATION SCIENCE AND PRACTICE 2023. [DOI: 10.1111/csp2.12855] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023] Open
Affiliation(s)
- Laura M. Thompson
- U.S. Geological Survey (USGS), National Climate Adaptation Science Center and the University of Tennessee Knoxville Tennessee USA
| | | | - Carly N. Cook
- School of Biological Sciences Monash University Melbourne Australia
| | - Erik A. Beever
- USGS, Northern Rocky Mountain Science Center and Montana State University Bozeman Montana USA
| | - Carla M. Sgrò
- School of Biological Sciences Monash University Melbourne Australia
| | | | | | - John E. Gross
- National Park Service (NPS) Climate Change Response Program Fort Collins Colorado USA
| | | | | | | | | | - Olivia E. LeDee
- USGS, Midwest Climate Adaptation Science Center Saint Paul Minnesota USA
| | | | | | - Robyn A. Niver
- U.S. Fish and Wildlife Service (USFWS), Branch of Listing and Policy Support Bailey's Crossroads Virginia USA
| | | | - Rebecca M. Quiñones
- Massachusetts Division of Fisheries and Wildlife Westborough Massachusetts USA
| | - Gregor W. Schuurman
- National Park Service (NPS) Climate Change Response Program Fort Collins Colorado USA
| | - Michael K. Schwartz
- U.S. Forest Service, National Genomics Center for Wildlife and Fish Conservation Missoula Montana USA
| | - Jennifer Szymanski
- USFWS, Branch of SSA Science Support, Division of Endangered Species Onalaska Wisconsin USA
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Hopley T, Byrne M. Implications of climate change on a floodplain shrub: associations between genomic and environmental variation. Glob Ecol Conserv 2022. [DOI: 10.1016/j.gecco.2022.e02340] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
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Figueroa‐Corona L, Moreno‐Letelier A, Ortega‐Del Vecchyo D, Peláez P, Gernandt DS, Eguiarte LE, Wegrzyn J, Piñero D. Changes in demography and geographic distribution in the weeping pinyon pine ( Pinus pinceana) during the Pleistocene. Ecol Evol 2022; 12:e9369. [PMID: 36225821 PMCID: PMC9534753 DOI: 10.1002/ece3.9369] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2022] [Revised: 08/29/2022] [Accepted: 09/05/2022] [Indexed: 11/12/2022] Open
Abstract
Climate changes, together with geographical barriers imposed by the Sierra Madre Oriental and the Chihuahuan Desert, have shaped the genetic diversity and spatial distribution of different species in northern Mexico. Pinus pinceana Gordon & Glend. tolerates extremely arid conditions. Northern Mexico became more arid during the Quaternary, modifying ecological communities. Here, we try to identify the processes underlying the demographic history of P. pinceana and characterize its genetic diversity using 3100 SNPs from genotyping by sequencing 90 adult individuals from 10 natural populations covering the species' entire geographic distribution. We inferred its population history and contrasted possible demographic scenarios of divergence that modeled the genetic diversity present in this restricted pinyon pine; in support, the past distribution was reconstructed using climate from the Last Glacial Maximum (LGM, 22 kya). We inferred that P. pinceana diverged into two lineages ~2.49 Ma (95% CI 3.28-1.62), colonizing two regions: the Sierra Madre Oriental (SMO) and the Chihuahuan Desert (ChD). Our results of population genomic analyses reveal the presence of heterozygous SNPs in all populations. In addition, low migration rates across regions are probably related to glacial-interglacial cycles, followed by the gradual aridification of the Chihuahuan Desert during the Holocene.
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Affiliation(s)
- Laura Figueroa‐Corona
- Posgrado en Ciencias BiológicasUniversidad Nacional Autónoma de MéxicoCiudad de MéxicoMexico,Departamento de Ecología EvolutivaInstituto de Ecología, Universidad Nacional Autónoma de MéxicoCiudad de MéxicoMexico
| | | | - Diego Ortega‐Del Vecchyo
- Laboratorio Internacional de Investigación sobre el Genoma HumanoUniversidad Nacional Autónoma de MéxicoJuriquillaMexico
| | - Pablo Peláez
- Centro de Ciencias GenómicasUniversidad Nacional Autónoma de MéxicoCuernavacaMorelosMexico
| | - David S. Gernandt
- Departamento de BotánicaInstituto de Biología, Universidad Nacional Autónoma de MéxicoCiudad de MéxicoMexico
| | - Luis E. Eguiarte
- Departamento de Ecología EvolutivaInstituto de Ecología, Universidad Nacional Autónoma de MéxicoCiudad de MéxicoMexico
| | - Jill Wegrzyn
- Department of Ecology and Evolutionary BiologyUniversity of ConnecticutStorrsConnecticutUSA
| | - Daniel Piñero
- Departamento de Ecología EvolutivaInstituto de Ecología, Universidad Nacional Autónoma de MéxicoCiudad de MéxicoMexico
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Giles‐Pérez GI, Aguirre‐Planter E, Eguiarte LE, Jaramillo‐Correa JP. Demographic modelling helps track the rapid and recent divergence of a conifer species pair from Central Mexico. Mol Ecol 2022; 31:5074-5088. [PMID: 35951172 PMCID: PMC9804182 DOI: 10.1111/mec.16646] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2021] [Revised: 07/26/2022] [Accepted: 07/28/2022] [Indexed: 01/05/2023]
Abstract
Secondary contact of recently diverged species may have several outcomes, ranging from rampant hybridization to reinforced reproductive isolation. In plants, selfing tolerance and disjunct reproductive phenology may lead to reproductive isolation at contact zones. However, they may also evolve under both allopatric or parapatric frameworks and originate from adaptive and/or neutral forces. Inferring the historical demography of diverging taxa is thus a crucial step to identify factors that may have led to putative reproductive isolation. We explored various competing demographypotheses to account for the rapid divergence of a fir species complex (Abies flinckii-A. religiosa) distributed in "sky-islands" across central Mexico (i.e., along the Trans-Mexican Volcanic Belt; TMVB). Despite co-occurring in two independent sympatric regions (west and centre), these taxa rarely interbreed because of disjunct reproductive phenologies. We genotyped 1147 single nucleotide polymorphisms, generated by GBS (genotyping by sequencing), across 23 populations, and compared multiple scenarios based on the geological history of the TMVB. The best-fitting model revealed one of the most rapid and complete speciation cases for a conifer species-pair, dating back to ~1.2 million years ago. Coupled with the lack of support for stepwise colonization, our coalescent inferences point to an early cessation of interspecific gene flow under parapatric speciation; ancestral gene flow during divergence was asymmetrical (mostly from western firs into A. religiosa) and exclusive to the most ancient (i.e., central) contact zone. Factors promoting rapid reproductive isolation should be explored in other slowly evolving species complexes as they may account for the large tropical and subtropical diversity.
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Affiliation(s)
- Gustavo I. Giles‐Pérez
- Programa de Doctorado en Ciencias BiomédicasUniversidad Nacional Autónoma de MéxicoCDMXMexico,Departamento de Ecología EvolutivaInstituto de Ecología, Universidad Nacional Autónoma de MéxicoCDMXMexico
| | - Erika Aguirre‐Planter
- Departamento de Ecología EvolutivaInstituto de Ecología, Universidad Nacional Autónoma de MéxicoCDMXMexico
| | - Luis E. Eguiarte
- Departamento de Ecología EvolutivaInstituto de Ecología, Universidad Nacional Autónoma de MéxicoCDMXMexico
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Francisco FR, Aono AH, da Silva CC, Gonçalves PS, Scaloppi Junior EJ, Le Guen V, Fritsche-Neto R, Souza LM, de Souza AP. Unravelling Rubber Tree Growth by Integrating GWAS and Biological Network-Based Approaches. FRONTIERS IN PLANT SCIENCE 2021; 12:768589. [PMID: 34992619 PMCID: PMC8724537 DOI: 10.3389/fpls.2021.768589] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/31/2021] [Accepted: 11/02/2021] [Indexed: 06/08/2023]
Abstract
Hevea brasiliensis (rubber tree) is a large tree species of the Euphorbiaceae family with inestimable economic importance. Rubber tree breeding programs currently aim to improve growth and production, and the use of early genotype selection technologies can accelerate such processes, mainly with the incorporation of genomic tools, such as marker-assisted selection (MAS). However, few quantitative trait loci (QTLs) have been used successfully in MAS for complex characteristics. Recent research shows the efficiency of genome-wide association studies (GWAS) for locating QTL regions in different populations. In this way, the integration of GWAS, RNA-sequencing (RNA-Seq) methodologies, coexpression networks and enzyme networks can provide a better understanding of the molecular relationships involved in the definition of the phenotypes of interest, supplying research support for the development of appropriate genomic based strategies for breeding. In this context, this work presents the potential of using combined multiomics to decipher the mechanisms of genotype and phenotype associations involved in the growth of rubber trees. Using GWAS from a genotyping-by-sequencing (GBS) Hevea population, we were able to identify molecular markers in QTL regions with a main effect on rubber tree plant growth under constant water stress. The underlying genes were evaluated and incorporated into a gene coexpression network modelled with an assembled RNA-Seq-based transcriptome of the species, where novel gene relationships were estimated and evaluated through in silico methodologies, including an estimated enzymatic network. From all these analyses, we were able to estimate not only the main genes involved in defining the phenotype but also the interactions between a core of genes related to rubber tree growth at the transcriptional and translational levels. This work was the first to integrate multiomics analysis into the in-depth investigation of rubber tree plant growth, producing useful data for future genetic studies in the species and enhancing the efficiency of the species improvement programs.
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Affiliation(s)
- Felipe Roberto Francisco
- Molecular Biology and Genetic Engineering Center (CBMEG), University of Campinas (UNICAMP), Campinas, Brazil
| | - Alexandre Hild Aono
- Molecular Biology and Genetic Engineering Center (CBMEG), University of Campinas (UNICAMP), Campinas, Brazil
| | - Carla Cristina da Silva
- Molecular Biology and Genetic Engineering Center (CBMEG), University of Campinas (UNICAMP), Campinas, Brazil
| | - Paulo S. Gonçalves
- Center of Rubber Tree and Agroforestry Systems, Agronomic Institute (IAC), Votuporanga, Brazil
| | | | - Vincent Le Guen
- Centre de Coopération Internationale en Recherche Agronomique pour le Développement (CIRAD), UMR AGAP, Montpellier, France
- AGAP, Univ Montpellier, CIRAD, INRAE, Institut Agro, Montpellier, France
| | - Roberto Fritsche-Neto
- Department of Genetics, Luiz de Queiroz College of Agriculture (ESALQ), University of São Paulo (USP), Piracicaba, Brazil
| | - Livia Moura Souza
- Molecular Biology and Genetic Engineering Center (CBMEG), University of Campinas (UNICAMP), Campinas, Brazil
- São Francisco University (USF), Itatiba, Brazil
| | - Anete Pereira de Souza
- Molecular Biology and Genetic Engineering Center (CBMEG), University of Campinas (UNICAMP), Campinas, Brazil
- Department of Plant Biology, Biology Institute, University of Campinas (UNICAMP), Campinas, Brazil
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Population Genetic Diversity and Structure of an Endangered Salicaceae Species in Northeast China: Chosenia arbutifolia (Pall.) A. Skv. FORESTS 2021. [DOI: 10.3390/f12091282] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Chosenia arbutifolia (Pall.) A. Skv. is a unique and endangered species belonging to the Salicaceae family. It has great potential for ornamental and industrial use. However, human interference has led to a decrease in and fragmentation of its natural populations in the past two decades. To effectively evaluate, utilize, and conserve available resources, the genetic diversity and population structure of C. arbutifolia were analyzed in this study. A total of 142 individuals from ten provenances were sampled and sequenced. Moderate diversity was detected among these, with a mean expected heterozygosity and Shannon’s Wiener index of 0.3505 and 0.5258, respectively. The inbreeding coefficient was negative, indicating a significant excess of heterozygotes. The fixation index varied from 0.0068 to 0.3063, showing a varied genetic differentiation between populations. Analysis of molecular variance demonstrated that differentiation accounted for 82.23% of the total variation among individuals, while the remaining 17.77% variation was between populations. Furthermore, the results of population structure analysis indicated that the 142 individuals originated from three primitive groups. To provide genetic information and help design conservation and management strategies, landscape genomics analysis was performed by investigating loci associated with environmental variables. Eighteen SNP markers were associated with altitude and annual average temperature, of which five were ascribed with specific functions. In conclusion, the current study furthers the understanding of C. arbutifolia genetic architecture and provides insights for germplasm protection.
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Qiu T, Liu Z, Yang Y, Liu B. Epigenetic variation associated with responses to different habitats in the context of genetic divergence in Phragmites australis. Ecol Evol 2021; 11:11874-11889. [PMID: 34522347 PMCID: PMC8427615 DOI: 10.1002/ece3.7954] [Citation(s) in RCA: 3] [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: 04/14/2021] [Revised: 07/03/2021] [Accepted: 07/06/2021] [Indexed: 01/13/2023] Open
Abstract
The mechanisms underlying heritable phenotypic divergence associated with adaptation in response to environmental stresses may involve both genetic and epigenetic variations. Several prior studies have revealed even higher levels of epigenetic variation than genetic variation. However, few population-level studies have explored the effects of epigenetic variation on species with high levels of genetic diversity distributed across different habitats. Using AFLP and methylation-sensitive AFLP markers, we tested the hypothesis that epigenetic variation may contribute to differences in plants occupying different habitats when genetic variation alone cannot fully explain adaptation. As a cosmopolitan invasive species, Phragmites australis (common reed) together with high genetic diversity and remarkable adaptability has been suggested as a model for responses to global change and indicators of environmental fluctuations. We found high levels of genetic and epigenetic diversity and significant genetic/epigenetic structure within each of 12 studied populations sampled from four natural habitats of P. australis. Possible adaptive epigenetic variation was suggested by significant correlations between DNA methylation-based epigenetic differentiation and adaptive genetic divergence in populations across the habitats. Meanwhile, various AMOVAs indicated that some epigenetic differences may respond to various local habitats. A partial Mantel test was used to tease out the correlations between genetic/epigenetic variation and habitat after controlling for the correlation between genetic and epigenetic variations. We found that epigenetic diversity was affected mostly by soil nutrient availability, suggesting that at least some epigenetic differentiation occurred independently of genetic variation. We also found stronger correlations between epigenetic variation and phenotypic traits than between genetic variation and such traits. Overall, our findings indicate that genetically based differentiation correlates with heterogeneous habitats, while epigenetic variation plays an important role in ecological differentiation in natural populations of P. australis. In addition, our results suggest that when assessing global change responses of plant species, intraspecific variation needs to be considered.
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Affiliation(s)
- Tian Qiu
- School of Life SciencesChangchun Normal UniversityChangchunChina
- Institute of Grassland ScienceKey Laboratory of Vegetation EcologyMinistry of EducationNortheast Normal UniversityChangchunChina
- Key Laboratory of Molecular EpigeneticsMinistry of EducationNortheast Normal UniversityChangchunChina
| | - Zhiyuan Liu
- College of Computer Science and TechnologyChangchun UniversityChangchunChina
| | - Yunfei Yang
- Institute of Grassland ScienceKey Laboratory of Vegetation EcologyMinistry of EducationNortheast Normal UniversityChangchunChina
| | - Bao Liu
- Key Laboratory of Molecular EpigeneticsMinistry of EducationNortheast Normal UniversityChangchunChina
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