Applications in Plant Sciences最新文献

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Variant calling in polyploids for population and quantitative genetics 多倍体中的变异调用,用于群体遗传学和数量遗传学
IF 2.7 3区 生物学
Applications in Plant Sciences Pub Date : 2024-07-17 DOI: 10.1002/aps3.11607
Alyssa R. Phillips
{"title":"Variant calling in polyploids for population and quantitative genetics","authors":"Alyssa R. Phillips","doi":"10.1002/aps3.11607","DOIUrl":"10.1002/aps3.11607","url":null,"abstract":"<p>Advancements in genome assembly and sequencing technology have made whole genome sequence (WGS) data and reference genomes accessible to study polyploid species. Compared to popular reduced-representation sequencing approaches, the genome-wide coverage and greater marker density provided by WGS data can greatly improve our understanding of polyploid species and polyploid biology. However, biological features that make polyploid species interesting also pose challenges in read mapping, variant identification, and genotype estimation. Accounting for characteristics in variant calling like allelic dosage uncertainty, homology between subgenomes, and variance in chromosome inheritance mode can reduce errors. Here, I discuss the challenges of variant calling in polyploid WGS data and discuss where potential solutions can be integrated into a standard variant calling pipeline.</p>","PeriodicalId":8022,"journal":{"name":"Applications in Plant Sciences","volume":null,"pages":null},"PeriodicalIF":2.7,"publicationDate":"2024-07-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/aps3.11607","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141738604","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Polyploidy and the evolution of phenotypic integration: Network analysis reveals relationships among anatomy, morphology, and physiology 多倍体与表型整合的进化:网络分析揭示解剖学、形态学和生理学之间的关系
IF 2.7 3区 生物学
Applications in Plant Sciences Pub Date : 2024-07-16 DOI: 10.1002/aps3.11605
Robert L. Baker, Grace L. Brock, Eastyn L. Newsome, Meixia Zhao
{"title":"Polyploidy and the evolution of phenotypic integration: Network analysis reveals relationships among anatomy, morphology, and physiology","authors":"Robert L. Baker,&nbsp;Grace L. Brock,&nbsp;Eastyn L. Newsome,&nbsp;Meixia Zhao","doi":"10.1002/aps3.11605","DOIUrl":"10.1002/aps3.11605","url":null,"abstract":"<div>\u0000 \u0000 \u0000 <section>\u0000 \u0000 <h3> Premise</h3>\u0000 \u0000 <p>Most traits are polygenic and most genes are pleiotropic, resulting in complex, integrated phenotypes. Polyploidy presents an excellent opportunity to explore the evolution of phenotypic integration as entire genomes are duplicated, allowing for new associations among traits and potentially leading to enhanced or reduced phenotypic integration. Despite the multivariate nature of phenotypic evolution, studies often rely on simplistic bivariate correlations that cannot accurately represent complex phenotypes or data reduction techniques that can obscure specific trait relationships.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Methods</h3>\u0000 \u0000 <p>We apply network modeling, a common gene co-expression analysis, to the study of phenotypic integration to identify multivariate patterns of phenotypic evolution, including anatomy and morphology (structural) and physiology (functional) traits in response to whole genome duplication in the genus <i>Brassica</i>.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Results</h3>\u0000 \u0000 <p>We identify four key structural traits that are overrepresented in the evolution of phenotypic integration. Seeding networks with key traits allowed us to identify structure–function relationships not apparent from bivariate analyses. In general, allopolyploids exhibited larger, more robust networks indicative of increased phenotypic integration compared to diploids.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Discussion</h3>\u0000 \u0000 <p>Phenotypic network analysis may provide important insights into the effects of selection on non-target traits, even when they lack direct correlations with the target traits. Network analysis may allow for more nuanced predictions of both natural and artificial selection.</p>\u0000 </section>\u0000 </div>","PeriodicalId":8022,"journal":{"name":"Applications in Plant Sciences","volume":null,"pages":null},"PeriodicalIF":2.7,"publicationDate":"2024-07-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/aps3.11605","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141738603","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
nQuack: An R package for predicting ploidal level from sequence data using site-based heterozygosity nQuack:利用基于位点的杂合度从序列数据预测倍体水平的 R 软件包
IF 2.7 3区 生物学
Applications in Plant Sciences Pub Date : 2024-07-14 DOI: 10.1002/aps3.11606
Michelle L. Gaynor, Jacob B. Landis, Timothy K. O'Connor, Robert G. Laport, Jeff J. Doyle, Douglas E. Soltis, José Miguel Ponciano, Pamela S. Soltis
{"title":"nQuack: An R package for predicting ploidal level from sequence data using site-based heterozygosity","authors":"Michelle L. Gaynor,&nbsp;Jacob B. Landis,&nbsp;Timothy K. O'Connor,&nbsp;Robert G. Laport,&nbsp;Jeff J. Doyle,&nbsp;Douglas E. Soltis,&nbsp;José Miguel Ponciano,&nbsp;Pamela S. Soltis","doi":"10.1002/aps3.11606","DOIUrl":"10.1002/aps3.11606","url":null,"abstract":"<div>\u0000 \u0000 \u0000 <section>\u0000 \u0000 <h3> Premise</h3>\u0000 \u0000 <p>Traditional methods of ploidal-level estimation are tedious; using DNA sequence data for cytotype estimation is an ideal alternative. Multiple statistical approaches to leverage sequence data for ploidy inference based on site-based heterozygosity have been developed. However, these approaches may require high-coverage sequence data, use inappropriate probability distributions, or have additional statistical shortcomings that limit inference abilities. We introduce nQuack, an open-source R package that addresses the main shortcomings of current methods.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Methods and Results</h3>\u0000 \u0000 <p>nQuack performs model selection for improved ploidy predictions. Here, we implement expectation maximization algorithms with normal, beta, and beta-binomial distributions. Using extensive computer simulations that account for variability in sequencing depth, as well as real data sets, we demonstrate the utility and limitations of nQuack.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Conclusions</h3>\u0000 \u0000 <p>Inferring ploidy based on site-based heterozygosity alone is difficult. Even though nQuack is more accurate than similar methods, we suggest caution when relying on any site-based heterozygosity method to infer ploidy.</p>\u0000 </section>\u0000 </div>","PeriodicalId":8022,"journal":{"name":"Applications in Plant Sciences","volume":null,"pages":null},"PeriodicalIF":2.7,"publicationDate":"2024-07-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/aps3.11606","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141721618","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Bringing genomics to the field: An integrative approach to seed sourcing for forest restoration 将基因组学带入实地:为森林恢复寻找种子的综合方法
IF 2.7 3区 生物学
Applications in Plant Sciences Pub Date : 2024-06-20 DOI: 10.1002/aps3.11600
Anoob Prakash, Thibaut Capblancq, Kathryn Shallows, David Saville, Deborah Landau, Chad Landress, Tal Jacobs, Stephen Keller
{"title":"Bringing genomics to the field: An integrative approach to seed sourcing for forest restoration","authors":"Anoob Prakash,&nbsp;Thibaut Capblancq,&nbsp;Kathryn Shallows,&nbsp;David Saville,&nbsp;Deborah Landau,&nbsp;Chad Landress,&nbsp;Tal Jacobs,&nbsp;Stephen Keller","doi":"10.1002/aps3.11600","DOIUrl":"https://doi.org/10.1002/aps3.11600","url":null,"abstract":"<div>\u0000 \u0000 \u0000 <section>\u0000 \u0000 <h3> Premise</h3>\u0000 \u0000 <p>Global anthropogenic change threatens the health and productivity of forest ecosystems. Assisted migration and reforestation are tools to help mitigate these impacts. However, questions remain about how to approach sourcing seeds to ensure high establishment and future adaptability.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Methods</h3>\u0000 \u0000 <p>Using exome-capture sequencing, we demonstrate a computational approach to finding the best <i>n</i>-sets from a candidate list of seed sources that collectively achieve high genetic diversity (GD) and minimal genetic load (GL), while also increasing evolvability in quantitative traits. The benefits of this three-part strategy (diversity-load-evolvability) are to increase near-term establishment success while also boosting evolutionary potential to respond to future stressors. Members of The Nature Conservancy and the Central Appalachian Spruce Restoration Initiative planted 58,000 seedlings across 255 acres. A subset of seedlings was monitored for establishment success and variation in growth.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Results</h3>\u0000 \u0000 <p>The results show gains in GD relative to GL and increases in quantitative genetic variation in seedling growth for pooled vs. single-source restoration. No single “super source” was observed across planting sites; rather, monitoring results demonstrate that pooling of multiple sources helps achieve higher GD:GL and evolvability.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Discussion</h3>\u0000 \u0000 <p>Our study shows the potential for integrating genomics into local-scale restoration and the importance of building partnerships between academic researchers and applied conservation managers.</p>\u0000 </section>\u0000 </div>","PeriodicalId":8022,"journal":{"name":"Applications in Plant Sciences","volume":null,"pages":null},"PeriodicalIF":2.7,"publicationDate":"2024-06-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/aps3.11600","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141441384","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Developing Asparagaceae1726: An Asparagaceae-specific probe set targeting 1726 loci for Hyb-Seq and phylogenomics in the family 开发天门冬科(Asparagaceae)1726:天门冬科(Asparagaceae)特异性探针集,针对该科的 1726 个位点进行 Hyb-Seq 和系统发生组学研究。
IF 2.7 3区 生物学
Applications in Plant Sciences Pub Date : 2024-06-18 DOI: 10.1002/aps3.11597
Philip C. Bentz, Jim Leebens-Mack
{"title":"Developing Asparagaceae1726: An Asparagaceae-specific probe set targeting 1726 loci for Hyb-Seq and phylogenomics in the family","authors":"Philip C. Bentz,&nbsp;Jim Leebens-Mack","doi":"10.1002/aps3.11597","DOIUrl":"10.1002/aps3.11597","url":null,"abstract":"<div>\u0000 \u0000 \u0000 <section>\u0000 \u0000 <h3> Premise</h3>\u0000 \u0000 <p>Target sequence capture (Hyb-Seq) is a cost-effective sequencing strategy that employs RNA probes to enrich for specific genomic sequences. By targeting conserved low-copy orthologs, Hyb-Seq enables efficient phylogenomic investigations. Here, we present Asparagaceae1726—a Hyb-Seq probe set targeting 1726 low-copy nuclear genes for phylogenomics in the angiosperm family Asparagaceae—which will aid the often-challenging delineation and resolution of evolutionary relationships within Asparagaceae.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Methods</h3>\u0000 \u0000 <p>Here we describe and validate the Asparagaceae1726 probe set (https://github.com/bentzpc/Asparagaceae1726) in six of the seven subfamilies of Asparagaceae. We perform phylogenomic analyses with these 1726 loci and evaluate how inclusion of paralogs and bycatch plastome sequences can enhance phylogenomic inference with target-enriched data sets.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Results</h3>\u0000 \u0000 <p>We recovered at least 82% of target orthologs from all sampled taxa, and phylogenomic analyses resulted in strong support for all subfamilial relationships. Additionally, topology and branch support were congruent between analyses with and without inclusion of target paralogs, suggesting that paralogs had limited effect on phylogenomic inference.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Discussion</h3>\u0000 \u0000 <p>Asparagaceae1726 is effective across the family and enables the generation of robust data sets for phylogenomics of any Asparagaceae taxon. Asparagaceae1726 establishes a standardized set of loci for phylogenomic analysis in Asparagaceae, which we hope will be widely used for extensible and reproducible investigations of diversification in the family.</p>\u0000 </section>\u0000 </div>","PeriodicalId":8022,"journal":{"name":"Applications in Plant Sciences","volume":null,"pages":null},"PeriodicalIF":2.7,"publicationDate":"2024-06-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11443443/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142364070","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Conservation applications of niche modeling: Native and naturalized ferns may compete for limited Hawaiian dryland habitat 生态位建模在保护方面的应用:本地蕨类植物和归化蕨类植物可能会争夺有限的夏威夷旱地栖息地
IF 2.7 3区 生物学
Applications in Plant Sciences Pub Date : 2024-06-14 DOI: 10.1002/aps3.11598
Krystalyn Edwards-Calma, Laura Jiménez, Rosana Zenil-Ferguson, Karolina Heyduk, Miles K. Thomas, Carrie M. Tribble
{"title":"Conservation applications of niche modeling: Native and naturalized ferns may compete for limited Hawaiian dryland habitat","authors":"Krystalyn Edwards-Calma,&nbsp;Laura Jiménez,&nbsp;Rosana Zenil-Ferguson,&nbsp;Karolina Heyduk,&nbsp;Miles K. Thomas,&nbsp;Carrie M. Tribble","doi":"10.1002/aps3.11598","DOIUrl":"https://doi.org/10.1002/aps3.11598","url":null,"abstract":"<div>\u0000 \u0000 \u0000 <section>\u0000 \u0000 <h3> Premise</h3>\u0000 \u0000 <p>Competition from naturalized species and habitat loss are common threats to native biodiversity and may act synergistically to increase competition for decreasing habitat availability. We use Hawaiian dryland ferns as a model for the interactions between land-use change and competition from naturalized species in determining habitat availability.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Methods</h3>\u0000 \u0000 <p>We used fine-resolution climatic variables and carefully curated occurrence data from herbaria and community science repositories to estimate the distributions of Hawaiian dryland ferns. We quantified the degree to which naturalized ferns tend to occupy areas suitable for native species and mapped the remaining available habitat given land-use change.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Results</h3>\u0000 \u0000 <p>Of all native species, <i>Doryopteris angelica</i> had the lowest percentage of occurrences of naturalized species in its suitable area while <i>D. decora</i> had the highest. However, all <i>Doryopteris</i> spp. had a higher percentage overlap, while <i>Pellaea ternifolia</i> had a lower percentage overlap, than expected by chance. <i>Doryopteris decora</i> and <i>D. decipiens</i> had the lowest proportions (<i>&lt;</i>20%) of suitable area covering native habitat.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Discussion</h3>\u0000 \u0000 <p>Areas characterized by shared environmental preferences of native and naturalized ferns may decrease due to human development and fallowed agricultural lands. Our study demonstrates the value of place-based application of a recently developed correlative ecological niche modeling approach for conservation risk assessment in a rapidly changing and urbanized island ecosystem.</p>\u0000 </section>\u0000 </div>","PeriodicalId":8022,"journal":{"name":"Applications in Plant Sciences","volume":null,"pages":null},"PeriodicalIF":2.7,"publicationDate":"2024-06-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/aps3.11598","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141441365","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Genome-wide patterns of homoeologous gene flow in allotetraploid coffee 全基因组同源基因在四倍体咖啡中的流动模式
IF 2.7 3区 生物学
Applications in Plant Sciences Pub Date : 2024-06-14 DOI: 10.1002/aps3.11584
Andre J. Ortiz, Joel Sharbrough
{"title":"Genome-wide patterns of homoeologous gene flow in allotetraploid coffee","authors":"Andre J. Ortiz,&nbsp;Joel Sharbrough","doi":"10.1002/aps3.11584","DOIUrl":"https://doi.org/10.1002/aps3.11584","url":null,"abstract":"<div>\u0000 \u0000 \u0000 <section>\u0000 \u0000 <h3> Premise</h3>\u0000 \u0000 <p>Allopolyploidy—a hybridization-induced whole-genome duplication event—has been a major driver of plant diversification. The extent to which chromosomes pair with their proper homolog vs. with their homoeolog in allopolyploids varies across taxa, and methods to detect homoeologous gene flow (HGF) are needed to understand how HGF has shaped polyploid lineages.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Methods</h3>\u0000 \u0000 <p>The ABBA-BABA test represents a classic method for detecting introgression between closely related species, but here we developed a modified use of the ABBA-BABA test to characterize the extent and direction of HGF in allotetraploid <i>Coffea arabica</i>.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Results</h3>\u0000 \u0000 <p>We found that HGF is abundant in the <i>C. arabica</i> genome, with both subgenomes serving as donors and recipients of variation. We also found that HGF is highly maternally biased in plastid-targeted—but not mitochondrial-targeted—genes, as would be expected if plastid–nuclear incompatibilities exist between the two parent species.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Discussion</h3>\u0000 \u0000 <p>Together, our analyses provide a simple framework for detecting HGF and new evidence consistent with selection favoring overwriting of paternally derived alleles by maternally derived alleles to ameliorate plastid–nuclear incompatibilities. Natural selection therefore appears to shape the direction and intensity of HGF in allopolyploid coffee, indicating that cytoplasmic inheritance has long-term consequences for polyploid lineages.</p>\u0000 </section>\u0000 </div>","PeriodicalId":8022,"journal":{"name":"Applications in Plant Sciences","volume":null,"pages":null},"PeriodicalIF":2.7,"publicationDate":"2024-06-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/aps3.11584","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142045281","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Capturing and managing genetic diversity in ex situ collections of threatened tropical trees: A case study in Karomia gigas 捕捉和管理受威胁热带树木异地采集的遗传多样性:千屈菜个案研究
IF 2.7 3区 生物学
Applications in Plant Sciences Pub Date : 2024-06-06 DOI: 10.1002/aps3.11589
Alexander G. Linan, Roy E. Gereau, Rebecca Sucher, Fandey H. Mashimba, Burgund Bassuner, Andrew Wyatt, Christine E. Edwards
{"title":"Capturing and managing genetic diversity in ex situ collections of threatened tropical trees: A case study in Karomia gigas","authors":"Alexander G. Linan,&nbsp;Roy E. Gereau,&nbsp;Rebecca Sucher,&nbsp;Fandey H. Mashimba,&nbsp;Burgund Bassuner,&nbsp;Andrew Wyatt,&nbsp;Christine E. Edwards","doi":"10.1002/aps3.11589","DOIUrl":"10.1002/aps3.11589","url":null,"abstract":"<div>\u0000 \u0000 \u0000 <section>\u0000 \u0000 <h3> Premise</h3>\u0000 \u0000 <p>Although ex situ collections of threatened plants are most useful when they contain maximal genetic variation, the conservation and maintenance of genetic diversity in collections are often poorly known. We present a case study using population genomic analyses of an ex situ collection of <i>Karomia gigas</i>, a critically endangered tropical tree from Tanzania. Only ~43 individuals are known in two wild populations, and ex situ collections containing 34 individuals were established in two sites from wild-collected seed. The study aimed to understand how much diversity is represented in the collection, analyze the parentage of ex situ individuals, and identify efficient strategies to capture and maintain genetic diversity.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Methods</h3>\u0000 \u0000 <p>We genotyped all known individuals using a 2b-RADseq approach, compared genetic diversity in wild populations and ex situ collections, and conducted parentage analysis of the collections.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Results</h3>\u0000 \u0000 <p>Wild populations were found to have greater levels of genetic diversity than ex situ populations as measured by number of private alleles, number of polymorphic sites, observed and expected heterozygosity, nucleotide diversity, and allelic richness. In addition, only 32.6% of wild individuals are represented ex situ and many individuals were found to be the product of selfing by a single wild individual.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Discussion</h3>\u0000 \u0000 <p>Population genomic analyses provided important insights into the conservation of genetic diversity in <i>K. gigas</i>, identifying gaps and inefficiencies, but also highlighting strategies to conserve genetic diversity ex situ. Genomic analyses provide essential information to ensure that collections effectively conserve genetic diversity in threatened tropical trees.</p>\u0000 </section>\u0000 </div>","PeriodicalId":8022,"journal":{"name":"Applications in Plant Sciences","volume":null,"pages":null},"PeriodicalIF":2.7,"publicationDate":"2024-06-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/aps3.11589","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141378256","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Seed classification with random forest models 使用随机森林模型进行种子分类
IF 2.7 3区 生物学
Applications in Plant Sciences Pub Date : 2024-06-05 DOI: 10.1002/aps3.11596
Josephine Elena Reek, Janneke Hille Ris Lambers, Eléonore Perret, Alana R. O. Chin
{"title":"Seed classification with random forest models","authors":"Josephine Elena Reek,&nbsp;Janneke Hille Ris Lambers,&nbsp;Eléonore Perret,&nbsp;Alana R. O. Chin","doi":"10.1002/aps3.11596","DOIUrl":"10.1002/aps3.11596","url":null,"abstract":"<div>\u0000 \u0000 \u0000 <section>\u0000 \u0000 <h3> Premise</h3>\u0000 \u0000 <p>To improve forest conservation monitoring, we developed a protocol to automatically count and identify the seeds of plant species with minimal resource requirements, making the process more efficient and less dependent on human operators.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Methods and Results</h3>\u0000 \u0000 <p>Seeds from six North American conifer tree species were separated from leaf litter and imaged on a flatbed scanner. In the most successful species-classification approach, an ImageJ macro automatically extracted measurements for random forest classification in the software R. The method allows for good classification accuracy, and the same process can be used to train the model on other species.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Conclusions</h3>\u0000 \u0000 <p>This protocol is an adaptable tool for efficient and consistent identification of seed species or potentially other objects. Automated seed classification is efficient and inexpensive, making it a practical solution that enhances the feasibility of large-scale monitoring projects in conservation biology.</p>\u0000 </section>\u0000 </div>","PeriodicalId":8022,"journal":{"name":"Applications in Plant Sciences","volume":null,"pages":null},"PeriodicalIF":2.7,"publicationDate":"2024-06-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/aps3.11596","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141384729","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Unfurling an improved method for visualizing mitotic chromosomes in ferns 展开蕨类植物有丝分裂染色体可视化的改进方法
IF 2.7 3区 生物学
Applications in Plant Sciences Pub Date : 2024-06-04 DOI: 10.1002/aps3.11588
Rosa Ramirez-Castillo, Claudio Palma-Rojas, Pedro Jara Seguel, Amanda L. Grusz, Cristian Araya-Jaime
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