A hierarchical Bayesian Beta regression approach to study the effects of geographical genetic structure and spatial autocorrelation on species distribution range shifts.

Abstract:

:Global climate change (GCC) may be causing distribution range shifts in many organisms worldwide. Multiple efforts are currently focused on the development of models to better predict distribution range shifts due to GCC. We addressed this issue by including intraspecific genetic structure and spatial autocorrelation (SAC) of data in distribution range models. Both factors reflect the joint effect of ecoevolutionary processes on the geographical heterogeneity of populations. We used a collection of 301 georeferenced accessions of the annual plant Arabidopsis thaliana in its Iberian Peninsula range, where the species shows strong geographical genetic structure. We developed spatial and nonspatial hierarchical Bayesian models (HBMs) to depict current and future distribution ranges for the four genetic clusters detected. We also compared the performance of HBMs with Maxent (a presence-only model). Maxent and nonspatial HBMs presented some shortcomings, such as the loss of accessions with high genetic admixture in the case of Maxent and the presence of residual SAC for both. As spatial HBMs removed residual SAC, these models showed higher accuracy than nonspatial HBMs and handled the spatial effect on model outcomes. The ease of modelling and the consistency among model outputs for each genetic cluster was conditioned by the sparseness of the populations across the distribution range. Our HBMs enrich the toolbox of software available to evaluate GCC-induced distribution range shifts by considering both genetic heterogeneity and SAC, two inherent properties of any organism that should not be overlooked.

journal_name

Mol Ecol Resour

authors

Martínez-Minaya J,Conesa D,Fortin MJ,Alonso-Blanco C,Picó FX,Marcer A

doi

10.1111/1755-0998.13024

subject

Has Abstract

pub_date

2019-07-01 00:00:00

pages

929-943

issue

4

eissn

1755-098X

issn

1755-0998

journal_volume

19

pub_type

杂志文章
  • SNP discovery in nonmodel organisms: strand bias and base-substitution errors reduce conversion rates.

    abstract::Single nucleotide polymorphisms (SNPs) have become the marker of choice for genetic studies in organisms of conservation, commercial or biological interest. Most SNP discovery projects in nonmodel organisms apply a strategy for identifying putative SNPs based on filtering rules that account for random sequencing error...

    journal_title:Molecular ecology resources

    pub_type: 杂志文章

    doi:10.1111/1755-0998.12343

    authors: Gonçalves da Silva A,Barendse W,Kijas JW,Barris WC,McWilliam S,Bunch RJ,McCullough R,Harrison B,Hoelzel AR,England PR

    更新日期:2015-07-01 00:00:00

  • Cross-species amplification of Eucalyptus microsatellite loci.

    abstract::This study examined the interspecific amplification of nuclear microsatellite loci developed mainly for eucalypts in the subgenus Symphyomyrtus across five species within the second most speciose subgenus, subgenus Eucalyptus. A set of eight to 10 loci, depending on taxon, have been identified that are highly variable...

    journal_title:Molecular ecology resources

    pub_type: 杂志文章

    doi:10.1111/j.1755-0998.2008.02362.x

    authors: Nevill PG,Reed A,Bossinger G,Vaillancourt RE,Larcombe M,Ades PK

    更新日期:2008-11-01 00:00:00

  • Microsatellites from the charcoal rot fungus (Macrophomina phaseolina).

    abstract::Microsatellite loci were identified from the charcoal rot fungus (Macrophomina phaseolina). Primer pairs for 46 loci were developed, and of these, 13 were optimized and screened using genomic DNA from 55 fungal isolates collected predominantly from two soybean fields in Mississippi. Twelve of the optimized loci were p...

    journal_title:Molecular ecology resources

    pub_type: 杂志文章

    doi:10.1111/j.1755-0998.2008.02511.x

    authors: Baird RE,Wadl PA,Wang X,Johnson DH,Rinehart TA,Abbas HK,Shier T,Trigiano RN

    更新日期:2009-05-01 00:00:00

  • A multilocus, temperature stress-related gene expression profile assay in Acropora millepora, a dominant reef-building coral.

    abstract::We report an accurate multiplex reverse transcription quantitative polymerase chain reaction (RT-qPCR) assay, capable of reproducing gene expression profiles from 16 target genes [12 genes of interest (GOIs) and four reference genes (RGs)] in Acropora millepora, a common reef-building model coral species. The 12 GOIs ...

    journal_title:Molecular ecology resources

    pub_type: 杂志文章

    doi:10.1111/j.1755-0998.2010.02923.x

    authors: Souter P,Bay LK,Andreakis N,Császár N,Seneca FO,van Oppen MJ

    更新日期:2011-03-01 00:00:00

  • Assessment of loci for DNA barcoding in the genus Thrips (Thysanoptera:Thripidae).

    abstract::Identification of the juveniles of economically important thrips species on imports by morphology alone can be challenging and culturing is usually required. In the case of EU quarantine species such as Thrips palmi, rapid and accurate identification is essential. DNA barcoding using the Cytochrome oxidase I (COI) gen...

    journal_title:Molecular ecology resources

    pub_type: 杂志文章

    doi:10.1111/j.1755-0998.2009.02723.x

    authors: Glover RH,Collins DW,Walsh K,Boonham N

    更新日期:2010-01-01 00:00:00

  • Isolation and characterization of polymorphic microsatellite loci from Areca catechu (Arecaceae) using PCR-based isolation of microsatellite arrays.

    abstract::Betel nut (Areca nut, Areca catechu L.) is a conspicuous and important cultivated plant of tropical and subtropical habitats throughout Southeast Asia and Oceania. As a significant cultural and social offering, the migration of betel nut associated with human dispersal is an important issue in ethnobotany and anthropo...

    journal_title:Molecular ecology resources

    pub_type: 杂志文章

    doi:10.1111/j.1755-0998.2008.02504.x

    authors: Hu CH,Huang CC,Hung KH,Hsu TW,Chiang TY

    更新日期:2009-03-01 00:00:00

  • DNA barcodes for globally threatened marine turtles: a registry approach to documenting biodiversity.

    abstract::DNA barcoding is a global initiative that provides a standardized and efficient tool to catalogue and inventory biodiversity, with significant conservation applications. Despite progress across taxonomic realms, globally threatened marine turtles remain underrepresented in this effort. To obtain DNA barcodes of marine...

    journal_title:Molecular ecology resources

    pub_type: 杂志文章

    doi:10.1111/j.1755-0998.2009.02747.x

    authors: Naro-Maciel E,Reid B,Fitzsimmons NN,LE M,Desalle R,Amato G

    更新日期:2010-03-01 00:00:00

  • Chromosome-level hybrid de novo genome assemblies as an attainable option for nonmodel insects.

    abstract::The emergence of third-generation sequencing (3GS; long-reads) is bringing closer the goal of chromosome-size fragments in de novo genome assemblies. This allows the exploration of new and broader questions on genome evolution for a number of nonmodel organisms. However, long-read technologies result in higher sequenc...

    journal_title:Molecular ecology resources

    pub_type: 杂志文章

    doi:10.1111/1755-0998.13176

    authors: Jaworski CC,Allan CW,Matzkin LM

    更新日期:2020-09-01 00:00:00

  • Assessing the influence of sample tagging and library preparation on DNA metabarcoding.

    abstract::Metabarcoding is increasingly used to assess species diversity by high-throughput sequencing where millions of sequences can be generated in parallel and multiple samples can be analysed in one sequencing run. Generating amplified fragments with a unique sequence identifier ('tag') for each sample is crucial, as it al...

    journal_title:Molecular ecology resources

    pub_type: 杂志文章

    doi:10.1111/1755-0998.13018

    authors: Zizka VMA,Elbrecht V,Macher JN,Leese F

    更新日期:2019-07-01 00:00:00

  • Characterization of 12 polymorphic microsatellite markers for Georgia false indigo (Amorpha georgiana Wilbur var. georgiana), an endangered species, and their utility in other dwarf Amorpha L. species.

    abstract::In order to facilitate the addition of a genetic component to conservation management plans for Georgia false indigo (Amorpha georgiana var. georgiana), a rare legume of the southeastern USA, 12 polymorphic microsatellite markers were developed. No gametic disequilibrium was detected among locus pairs, but observation...

    journal_title:Molecular ecology resources

    pub_type: 杂志文章

    doi:10.1111/j.1755-0998.2008.02409.x

    authors: Straub SC,Bogdanowicz SM,Doyle JJ

    更新日期:2009-01-01 00:00:00

  • Permanent genetic resources added to molecular ecology resources database 1 October 2012-30 November 2012.

    abstract::This article documents the addition of 153 microsatellite marker loci to the Molecular Ecology Resources Database. Loci were developed for the following species: Brassica oleracea, Brycon amazonicus, Dimorphandra wilsonii, Eupallasella percnurus, Helleborus foetidus, Ipomoea purpurea, Phrynops geoffroanus, Prochilodus...

    journal_title:Molecular ecology resources

    pub_type: 杂志文章

    doi:10.1111/1755-0998.12061

    authors: Molecular Ecology Resources Primer Development Consortium.,Aksoy S,Almeida-Val VM,Azevedo VC,Baucom R,Bazaga P,Beheregaray LB,Bennetzen JL,Brassaloti RA,Burgess TI,Caccone A,Chang SM,Ciampi AY,Ciancaleoni S,Clímaco GT,Cloue

    更新日期:2013-03-01 00:00:00

  • The quest for absolute abundance: The use of internal standards for DNA-based community ecology.

    abstract::To characterize microbiomes and other ecological assemblages, ecologists routinely sequence and compare loci that differ among focal taxa. Counts of these sequences convey information regarding the occurrence and relative abundances of taxa, but provide no direct measure of their absolute abundances, due to the techni...

    journal_title:Molecular ecology resources

    pub_type: 杂志文章,评审

    doi:10.1111/1755-0998.13247

    authors: Harrison JG,John Calder W,Shuman B,Alex Buerkle C

    更新日期:2021-01-01 00:00:00

  • Advancing ecological understandings through technological transformations in noninvasive genetics.

    abstract::Noninvasive genetic approaches continue to improve studies in molecular ecology, conservation genetics and related disciplines such as forensics and epidemiology. Noninvasive sampling allows genetic studies without disturbing or even seeing the target individuals. Although noninvasive genetic sampling has been used fo...

    journal_title:Molecular ecology resources

    pub_type: 杂志文章

    doi:10.1111/j.1755-0998.2009.02699.x

    authors: Beja-Pereira A,Oliveira R,Alves PC,Schwartz MK,Luikart G

    更新日期:2009-09-01 00:00:00

  • PERMANENT GENETIC RESOURCES: Twelve polymorphic microsatellite markers for the bonefish, Albula vulpes and two congeners.

    abstract::Twelve polymorphic microsatellite loci were isolated for the bonefish, Albula vulpes using a polymerase chain reaction-based procedure. The number of alleles ranged from two to 23 (mean = 8.8) in 37 specimens from south Florida. Observed and expected heterozygosities ranged from 0.07 to 0.77 (mean = 0.42) and from 0.0...

    journal_title:Molecular ecology resources

    pub_type: 杂志文章

    doi:10.1111/j.1471-8286.2007.01954.x

    authors: Seyoum S,Wallace EM,Tringali MD

    更新日期:2008-03-01 00:00:00

  • Multiplex preamplification PCR and microsatellite validation enables accurate single nucleotide polymorphism genotyping of historical fish scales.

    abstract::Incorporating historical tissues into the study of ecological, conservation and management questions can broaden the scope of population genetic research by enhancing our understanding of evolutionary processes and anthropogenic influences on natural populations. Genotyping historical and low-quality samples has been ...

    journal_title:Molecular ecology resources

    pub_type: 杂志文章

    doi:10.1111/j.1755-0998.2010.02965.x

    authors: Smith MJ,Pascal CE,Grauvogel Z,Habicht C,Seeb JE,Seeb LW

    更新日期:2011-03-01 00:00:00

  • angsd-wrapper: utilities for analysing next-generation sequencing data.

    abstract::High-throughput sequencing has changed many aspects of population genetics, molecular ecology and related fields, affecting both experimental design and data analysis. The software package angsd allows users to perform a number of population genetic analyses on high-throughput sequencing data. angsd uses probabilistic...

    journal_title:Molecular ecology resources

    pub_type: 杂志文章

    doi:10.1111/1755-0998.12578

    authors: Durvasula A,Hoffman PJ,Kent TV,Liu C,Kono TJ,Morrell PL,Ross-Ibarra J

    更新日期:2016-11-01 00:00:00

  • New sequence-tagged site molecular markers for identification of sex in Distichlis spicata.

    abstract::Sex-linked molecular markers have become valuable tools for understanding sex ratio evolution and sex-specific physiology in pre-reproductive plants. To develop new accurate methods for sexing Distichlis spicata juveniles and nonflowering individuals, we converted a random amplified polymorphic DNA-polymerase chain re...

    journal_title:Molecular ecology resources

    pub_type: 杂志文章

    doi:10.1111/j.1755-0998.2009.02570.x

    authors: Eppley SM,O'Quinn R,Brown AL

    更新日期:2009-09-01 00:00:00

  • Isolation, characterization and cross-species testing of microsatellites obtained from a sand smelt (Atherina boyeri) genomic library.

    abstract::This study reports the isolation and characterization of 11 polymorphic microsatellites from a sand smelt (Atherina boyeri) genomic library. Enrichment was performed with di-, tri- and tetranucleotide motifs following the FIASCO procedure (fast isolation by AFLP of sequences containing repeats). All loci were found to...

    journal_title:Molecular ecology resources

    pub_type: 杂志文章

    doi:10.1111/j.1755-0998.2008.02366.x

    authors: Milana V,Sola L,Rossi AR,Barbisan F,Congiu L

    更新日期:2009-05-01 00:00:00

  • DNA barcoding of Canada's skates.

    abstract::DNA-based identifications have been employed across broad taxonomic ranges and provide an especially useful tool in cases where external identification may be problematic. This study explored the utility of DNA barcoding in resolving skate species found in Atlantic Canadian waters. Most species were clearly resolved, ...

    journal_title:Molecular ecology resources

    pub_type: 杂志文章

    doi:10.1111/j.1755-0998.2011.03034.x

    authors: Coulson MW,Denti D,Van Guelpen L,Miri C,Kenchington E,Bentzen P

    更新日期:2011-11-01 00:00:00

  • Close relatives in population samples: Evaluation of the consequences for genetic stock identification.

    abstract::Determining the origin of individuals in mixed population samples is key in many ecological, conservation and management contexts. Genetic data can be analyzed using genetic stock identification (GSI), where the origin of single individuals is determined using Individual Assignment (IA) and population proportions are ...

    journal_title:Molecular ecology resources

    pub_type: 杂志文章

    doi:10.1111/1755-0998.13131

    authors: Östergren J,Palm S,Gilbey J,Dannewitz J

    更新日期:2020-03-01 00:00:00

  • Impact of sequence processing and taxonomic classification approaches on eukaryotic community structure from environmental samples with emphasis on diatoms.

    abstract::Next-generation sequencing is a common method for analysing microbial community diversity and composition. Configuring an appropriate sequence processing strategy within the variety of tools and methods is a nontrivial task and can considerably influence the resulting community characteristics. We analysed the V4 regi...

    journal_title:Molecular ecology resources

    pub_type: 杂志文章

    doi:10.1111/1755-0998.12726

    authors: Hardge K,Neuhaus S,Kilias ES,Wolf C,Metfies K,Frickenhaus S

    更新日期:2018-03-01 00:00:00

  • DNA barcode accumulation curves for understudied taxa and areas.

    abstract::Frequently, the diversity of umbrella taxa is invoked to predict patterns of other, less well-known, life. However, the utility of this strategy has been questioned. We tested whether a phylogenetic diversity (PD) analysis of CO1 DNA barcodes could act as a proxy for standard methods of determining sampling efficiency...

    journal_title:Molecular ecology resources

    pub_type: 杂志文章

    doi:10.1111/j.1755-0998.2009.02646.x

    authors: Smith MA,Fernandez-Triana J,Roughley R,Hebert PD

    更新日期:2009-05-01 00:00:00

  • Estimating mating rates in wild Drosophila melanogaster females by decay rates of male reproductive proteins in their reproductive tracts.

    abstract::Female Drosophila melanogaster frequently mate with multiple males in nature as shown through parentage analysis. Although polyandry is well documented, we know little about the timing between mating events in wild Drosophila populations due to the challenge of following behaviours of individual females. In this study...

    journal_title:Molecular ecology resources

    pub_type: 杂志文章

    doi:10.1111/1755-0998.12661

    authors: Giardina TJ,Clark AG,Fiumera AC

    更新日期:2017-11-01 00:00:00

  • The design and cross-population application of a genome-wide SNP chip for the great tit Parus major.

    abstract::The vast amount of phenotypic information collected in some wild animal populations makes them extremely valuable for unravelling the genetics of ecologically important traits and understanding how populations adapt to changes in their environment. Next generation sequencing has revolutionized the development of large...

    journal_title:Molecular ecology resources

    pub_type: 杂志文章

    doi:10.1111/j.1755-0998.2012.03141.x

    authors: Van Bers NE,Santure AW,Van Oers K,De Cauwer I,Dibbits BW,Mateman C,Crooijmans RP,Sheldon BC,Visser ME,Groenen MA,Slate J

    更新日期:2012-07-01 00:00:00

  • An objective, rapid and reproducible method for scoring AFLP peak-height data that minimizes genotyping error.

    abstract::Amplified fragment length polymorphism (AFLP) fingerprint data are now commonly collected using DNA sequencers. AFLP genotypes are still often scored by eye from such data - a time-consuming, error-prone and subjective process. We present a semi-automated method of genotyping sequencer-collected AFLPs at predefined fr...

    journal_title:Molecular ecology resources

    pub_type: 杂志文章

    doi:10.1111/j.1755-0998.2007.02073.x

    authors: Whitlock R,Hipperson H,Mannarelli M,Butlin RK,Burke T

    更新日期:2008-07-01 00:00:00

  • Isolation and characterization of microsatellite loci for the Potentilla core group (Rosaceae) using 454 sequencing.

    abstract::Microsatellites are valuable markers for the analysis of genetic diversity, linkage mapping or genotyping. The limited availability of microsatellites for the genus Potentilla (Rosaceae) stipulated the isolation of markers from a representative (Potentilla pusilla Host) of the Potentilla core group that constitutes th...

    journal_title:Molecular ecology resources

    pub_type: 杂志文章

    doi:10.1111/j.1755-0998.2012.03134.x

    authors: Dobeš Ch,Scheffknecht S

    更新日期:2012-07-01 00:00:00

  • Evaluation of mitochondrial genes as DNA barcode for Basidiomycota.

    abstract::Our study evaluated in silico the potential of 14 mitochondrial genes encoding the subunits of the respiratory chain complexes, including cytochrome c oxidase I (CO1), as Basidiomycota DNA barcode. Fifteen complete and partial mitochondrial genomes were recovered and characterized in this study. Mitochondrial genes sh...

    journal_title:Molecular ecology resources

    pub_type: 杂志文章

    doi:10.1111/j.1755-0998.2009.02637.x

    authors: Vialle A,Feau N,Allaire M,Didukh M,Martin F,Moncalvo JM,Hamelin RC

    更新日期:2009-05-01 00:00:00

  • Development of simple sequence repeat markers for the soybean rust fungus, Phakopsora pachyrhizi.

    abstract::Twenty-four simple sequence repeat markers were developed for Phakopsora pachyrhizi, a fungal pathogen of soybean (Glycine max) and other legumes. All 24 of the loci were evaluated on 28 isolates of P. pachyrhizi. Twenty-one loci were polymorphic, with allelic diversity ranging from two to eight alleles, and null alle...

    journal_title:Molecular ecology resources

    pub_type: 杂志文章

    doi:10.1111/j.1755-0998.2008.02272.x

    authors: Anderson SJ,Stone CL,Posada-Buitrago ML,Boore JL,Neelam BA,Stephens RM,Luster DG,Frederick RD,Pedley KF

    更新日期:2008-11-01 00:00:00

  • Measuring microbial fitness in a field reciprocal transplant experiment.

    abstract::Microbial fitness is easy to measure in the laboratory, but difficult to measure in the field. Laboratory fitness assays make use of controlled conditions and genetically modified organisms, neither of which are available in the field. Among other applications, fitness assays can help researchers detect adaptation to ...

    journal_title:Molecular ecology resources

    pub_type: 杂志文章

    doi:10.1111/1755-0998.12562

    authors: Boynton PJ,Stelkens R,Kowallik V,Greig D

    更新日期:2017-05-01 00:00:00

  • A factorial design experiment as a pilot study for noninvasive genetic sampling.

    abstract::Noninvasive genetic sampling has increasingly been used in ecological and conservation studies during the last decade. A major part of the noninvasive genetic literature is dedicated to the search for optimal protocols, by comparing different methods of collection, preservation and extraction of DNA from noninvasive m...

    journal_title:Molecular ecology resources

    pub_type: 杂志文章

    doi:10.1111/j.1755-0998.2012.03170.x

    authors: Renan S,Speyer E,Shahar N,Gueta T,Templeton AR,Bar-David S

    更新日期:2012-11-01 00:00:00