首页 > 最新文献

Applications in Plant Sciences最新文献

英文 中文
An efficient and effective RNA extraction protocol for ferns 蕨类植物高效、有效的 RNA 提取方案
IF 3.6 3区 生物学 Q2 PLANT SCIENCES Pub Date : 2024-09-06 DOI: 10.1002/aps3.11617
Jessie A. Pelosi, Ruth Davenport, W. Brad Barbazuk, Emily B. Sessa, Li‐Yaung Kuo
PremiseThe extraction of high‐quality RNA is the critical first step for the analysis of gene expression and gene space. This remains particularly challenging in plants, and especially in ferns, where the disruption of the cell wall and separation of organic compounds from nucleic acids is not trivial.MethodsWe developed a cetyltrimethylammonium bromide (CTAB)‐based RNA extraction protocol that consistently performs well across a large phylogenetic breadth of ferns—a lineage of plants high in secondary compounds—and in an array of tissue types. Two alternative options (precipitation vs. clean‐up without intermediate precipitation) are presented, both of which yield high‐quality RNA extracts with optical density (OD) ratios of OD 260/280 = 1.9–2.1 and OD 260/230 > 1.6, and RNA integrity numbers >7.ConclusionsThis study presents an efficient protocol for the extraction of high‐quality RNA from multiple tissues and across the fern phylogeny, a clade of plants that still lags behind other major lineages in the development of genomic resources. We hope that this method can be used to help facilitate the closing of this gap.
前提提取高质量的 RNA 是分析基因表达和基因空间的关键第一步。我们开发了一种基于十六烷基三甲基溴化铵(CTAB)的 RNA 提取方案,该方案在蕨类植物--一种次生化合物含量较高的植物--的大量系统发育过程中以及在一系列组织类型中始终表现良好。本研究提出了两种可供选择的方案(沉淀与无中间沉淀的清理),这两种方案都能获得高质量的 RNA 提取液,其光密度(OD)比分别为 OD 260/280 = 1.9-2.1 和 OD 260/230 >1.6,RNA 完整性数为 >7。 结论 本研究提出了一种从多种组织和整个蕨类系统发育过程中提取高质量 RNA 的高效方案,蕨类是一个在基因组资源开发方面仍然落后于其他主要品系的植物支系。我们希望这种方法能有助于缩小这一差距。
{"title":"An efficient and effective RNA extraction protocol for ferns","authors":"Jessie A. Pelosi, Ruth Davenport, W. Brad Barbazuk, Emily B. Sessa, Li‐Yaung Kuo","doi":"10.1002/aps3.11617","DOIUrl":"https://doi.org/10.1002/aps3.11617","url":null,"abstract":"PremiseThe extraction of high‐quality RNA is the critical first step for the analysis of gene expression and gene space. This remains particularly challenging in plants, and especially in ferns, where the disruption of the cell wall and separation of organic compounds from nucleic acids is not trivial.MethodsWe developed a cetyltrimethylammonium bromide (CTAB)‐based RNA extraction protocol that consistently performs well across a large phylogenetic breadth of ferns—a lineage of plants high in secondary compounds—and in an array of tissue types. Two alternative options (precipitation vs. clean‐up without intermediate precipitation) are presented, both of which yield high‐quality RNA extracts with optical density (OD) ratios of OD 260/280 = 1.9–2.1 and OD 260/230 > 1.6, and RNA integrity numbers >7.ConclusionsThis study presents an efficient protocol for the extraction of high‐quality RNA from multiple tissues and across the fern phylogeny, a clade of plants that still lags behind other major lineages in the development of genomic resources. We hope that this method can be used to help facilitate the closing of this gap.","PeriodicalId":8022,"journal":{"name":"Applications in Plant Sciences","volume":null,"pages":null},"PeriodicalIF":3.6,"publicationDate":"2024-09-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142199631","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
florabr: An R package to explore and spatialize species distribution using Flora e Funga do Brasil florabr:利用 Flora e Funga do Brasil 探索和空间化物种分布的 R 软件包
IF 3.6 3区 生物学 Q2 PLANT SCIENCES Pub Date : 2024-08-29 DOI: 10.1002/aps3.11616
Weverton C. F. Trindade
PremiseThe Flora e Funga do Brasil project is the most comprehensive effort to reliably document Brazilian plant and fungal diversity. It involves the collaborative work of hundreds of taxonomists, integrating detailed and standardized morphological descriptions, nomenclatural status, and geographic distribution information of plants, algae, and fungi collected throughout Brazil. Despite the extensive information available, managing the information from the Flora e Funga do Brasil website poses certain challenges.Methods and Resultsflorabr is an R package developed to facilitate the exploration and geographical analysis of species information derived from the Flora e Funga do Brasil. Unique to florabr is its ability to interact with the latest, or any other version of the dataset, which undergoes weekly updates. I illustrate the practical application of florabr in common tasks in biogeography and conservation studies.Conclusionsflorabr is anticipated to be of significant interest to biogeographers, ecologists, curators of biological collections, and taxonomists actively contributing to the Flora e Funga do Brasil.
前提条件Flora e Funga do Brasil 项目是可靠记录巴西植物和真菌多样性的最全面的工作。该项目涉及数百名分类学家的合作工作,整合了在巴西各地收集到的植物、藻类和真菌的详细和标准化形态描述、命名状况和地理分布信息。方法和结果florabr是一个R软件包,开发它的目的是为了方便探索和地理分析来自巴西植物志的物种信息。florabr 的独特之处在于它能够与每周更新的最新版数据集或任何其他版本的数据集进行交互。我说明了 florabr 在生物地理学和保护研究的常见任务中的实际应用。结论预计生物地理学家、生态学家、生物收藏馆馆长以及积极为巴西植物志做出贡献的分类学家会对 florabr 产生浓厚的兴趣。
{"title":"florabr: An R package to explore and spatialize species distribution using Flora e Funga do Brasil","authors":"Weverton C. F. Trindade","doi":"10.1002/aps3.11616","DOIUrl":"https://doi.org/10.1002/aps3.11616","url":null,"abstract":"PremiseThe Flora e Funga do Brasil project is the most comprehensive effort to reliably document Brazilian plant and fungal diversity. It involves the collaborative work of hundreds of taxonomists, integrating detailed and standardized morphological descriptions, nomenclatural status, and geographic distribution information of plants, algae, and fungi collected throughout Brazil. Despite the extensive information available, managing the information from the Flora e Funga do Brasil website poses certain challenges.Methods and Resultsflorabr is an R package developed to facilitate the exploration and geographical analysis of species information derived from the Flora e Funga do Brasil. Unique to florabr is its ability to interact with the latest, or any other version of the dataset, which undergoes weekly updates. I illustrate the practical application of florabr in common tasks in biogeography and conservation studies.Conclusionsflorabr is anticipated to be of significant interest to biogeographers, ecologists, curators of biological collections, and taxonomists actively contributing to the Flora e Funga do Brasil.","PeriodicalId":8022,"journal":{"name":"Applications in Plant Sciences","volume":null,"pages":null},"PeriodicalIF":3.6,"publicationDate":"2024-08-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142199632","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A unified framework to investigate and interpret hybrid and allopolyploid biodiversity across biological scales 跨生物尺度调查和解释杂交种和异源多倍体生物多样性的统一框架
IF 2.7 3区 生物学 Q2 PLANT SCIENCES Pub Date : 2024-08-22 DOI: 10.1002/aps3.11612
Christopher P. Krieg

Premise

Hybridization and polyploidization are common in vascular plants and important drivers of biodiversity by facilitating speciation and ecological diversification. A primary limitation to making broad synthetic discoveries in hybrid and allopolyploid biodiversity research is the absence of a standardized framework to compare data across studies and biological scales.

Methods

Here, I present a new quantitative framework to investigate and interpret patterns in hybrid and allopolyploid biology called the divergence index (DI). The DI framework produces standardized data that are comparable across studies and variables. To show how the DI framework can be used to synthesize data, I analyzed published biochemical, physiological, and ecological trait data of hybrids and allopolyploids. I also apply key ecological and evolutionary concepts in hybrid and polyploid biology to translate nominal outcomes, including transgression, intermediacy, expansion, and contraction, in continuous DI space.

Results

Biochemical, physiological, ecological, and evolutionary data can all be analyzed, visualized, and interpreted in the DI framework. The DI framework is particularly suited to standardize and compare variables with very different scales. When using the DI framework to understand niche divergence, a metric of niche overlap can be used to complement insights to centroid and breadth changes.

Discussion

The DI framework is an accessible framework for hybrid and allopolyploid biology and represents a flexible and intuitive tool that can be used to reconcile outstanding problems in plant biodiversity research.

前提杂交和多倍体化在维管束植物中很常见,通过促进物种分化和生态多样化而成为生物多样性的重要驱动力。在杂交和全多倍体生物多样性研究中进行广泛合成发现的一个主要限制因素是缺乏一个标准化框架来比较不同研究和生物尺度的数据。 方法 在这里,我提出了一种新的定量框架,用于研究和解释杂交种和异源多倍体生物学中的模式,即分歧指数(DI)。分歧指数框架产生的标准化数据在不同研究和变量之间具有可比性。为了展示如何利用 DI 框架综合数据,我分析了已发表的杂交种和异源多倍体的生化、生理和生态性状数据。我还应用了杂交种和多倍体生物学中的关键生态学和进化概念,在连续的 DI 空间中转化名义结果,包括跃迁、中间性、扩展和收缩。 结果 生化、生理、生态和进化数据都可以在 DI 框架内进行分析、可视化和解释。DI 框架尤其适用于标准化和比较不同尺度的变量。在使用 DI 框架了解生态位分异时,可以使用生态位重叠度量来补充对中心点和广度变化的认识。 讨论 DI 框架是杂交种和异源多倍体生物学的一个简单易行的框架,是一个灵活直观的工具,可用于解决植物生物多样性研究中的突出问题。
{"title":"A unified framework to investigate and interpret hybrid and allopolyploid biodiversity across biological scales","authors":"Christopher P. Krieg","doi":"10.1002/aps3.11612","DOIUrl":"https://doi.org/10.1002/aps3.11612","url":null,"abstract":"<div>\u0000 \u0000 \u0000 <section>\u0000 \u0000 <h3> Premise</h3>\u0000 \u0000 <p>Hybridization and polyploidization are common in vascular plants and important drivers of biodiversity by facilitating speciation and ecological diversification. A primary limitation to making broad synthetic discoveries in hybrid and allopolyploid biodiversity research is the absence of a standardized framework to compare data across studies and biological scales.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Methods</h3>\u0000 \u0000 <p>Here, I present a new quantitative framework to investigate and interpret patterns in hybrid and allopolyploid biology called the divergence index (DI). The DI framework produces standardized data that are comparable across studies and variables. To show how the DI framework can be used to synthesize data, I analyzed published biochemical, physiological, and ecological trait data of hybrids and allopolyploids. I also apply key ecological and evolutionary concepts in hybrid and polyploid biology to translate nominal outcomes, including transgression, intermediacy, expansion, and contraction, in continuous DI space.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Results</h3>\u0000 \u0000 <p>Biochemical, physiological, ecological, and evolutionary data can all be analyzed, visualized, and interpreted in the DI framework. The DI framework is particularly suited to standardize and compare variables with very different scales. When using the DI framework to understand niche divergence, a metric of niche overlap can be used to complement insights to centroid and breadth changes.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Discussion</h3>\u0000 \u0000 <p>The DI framework is an accessible framework for hybrid and allopolyploid biology and represents a flexible and intuitive tool that can be used to reconcile outstanding problems in plant biodiversity research.</p>\u0000 </section>\u0000 </div>","PeriodicalId":8022,"journal":{"name":"Applications in Plant Sciences","volume":null,"pages":null},"PeriodicalIF":2.7,"publicationDate":"2024-08-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/aps3.11612","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142045308","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
Charting the course for new discoveries in polyploid lineages 为多倍体系的新发现指明方向
IF 2.7 3区 生物学 Q2 PLANT SCIENCES Pub Date : 2024-08-21 DOI: 10.1002/aps3.11613
Michael R. McKain, Ya Yang, Agnieszka Golicz, Briana L. Gross

Methods for generating and analyzing data from polyploid species are not new to Applications in Plant Sciences, yet a special issue on the topic still presents an exciting opportunity to explore newly emerging research techniques. The complexity associated with the existence of multiple genomes in a single nucleus has meant that despite decades of research, there are still unexplored frontiers at the molecular, phylogenetic, ecological, and evolutionary levels. Some uncharted areas persist despite the forays of excellent research by dedicated scientists, and some remain unmapped because the community avoids polyploid species due to a lack of tools or data. The eight articles in this special issue provide new waypoints and allow us to push the boundaries of our knowledge of polyploid lineages. The tools and applications offered here range from critical techniques for determining the ploidy level of an organism, through synthetic reviews of the optimal treatment of polyploid data for phylogenomics and population genomics, to leveraging and developing new tools to further our understanding of genome dynamics and whole-plant responses to polyploidy. We look forward to the impact that these tools and innovative approaches will have in accelerating the expansion of research into the nature and impact of polyploidy across plant taxa in the coming years.

Despite the generally acknowledged prevalence of polyploidy across plants, determining the ploidy of any given species or specimen is far from trivial. Techniques for answering this question include direct chromosome counts, but also indirect measures through flow cytometry (Smith et al., 2018), measurements of spore sizes (Kuo et al., 2021), and even spectroscopy (Buono and Albach, 2023). This issue features two new tools to facilitate the accurate assessment of ploidy—one method with a long tradition in plant science, and another that takes advantage of modern sequencing data. Ramirez-Castillo et al. (2024) developed a method using croziers, or fiddleheads, to count chromosomes in different fern species. Although roots are typically used for mitotic chromosome counts, the ability to incorporate croziers as potential sources of material allows for a wider array of availability for samples. Ramirez-Castillo et al. use an enzyme pretreatment with a cellulose–pectinase solution to improve permeability of the tissue for the uptake of colchicine to arrest chromosomes at metaphase. Chromosome counting is the original method by which polyploidy was first described in plants (reviewed in Soltis et al., 2014), and the method of Ramirez-Castillo et al. continues this legacy. Moving from chromosomes to sequence data, Gaynor et al. (2024) present nQuack, an R package that allows for ploidy estimation from sequence data ranging from whole-genome resequencing to target enrichment. Building on the methodology of nQuire (Weiß

本期的论文为下一轮的实证创新奠定了基础,探讨了一系列具有挑战性但又令人兴奋的方法,研究人员可以通过这些方法开辟新的领域,推动我们对多倍体系的认识不断向前发展,从倍性水平的基本问题到复杂的表型网络,不一而足。Phillips(2024 年)和 Ning 等人(2024 年)的综述强调了这一领域取得的令人瞩目的进展,他们综合了各种分析技术,以以前无法实现的方式处理来自复杂多倍体基因组的基因组数据。与此同时,实际确定单系倍性的新方法(Gaynor 等人,2024 年;Ramirez-Castillo 等人,2024 年)也极具价值,它提供了关键信息,没有这些信息,研究人员就无法开展下游分析。在这两个极端之间,有一些方法和应用可以进一步加深我们对多倍体系中亚基因组的起源和动态的理解(Ortiz 和 Sharbrough,2024 年;Reynolds 等,2024 年),还有一种创新的方法可用于探究多倍体的表型整合(Baker 等,2024 年),以及一种新的框架可用于系统地比较异源多倍体与祖系的表型和生态差异(Krieg,2024 年)。反思这里的进展,我们希望它们能让研究人员继续快速扩展,超越传统的研究体系,进入新的类群和新的地域。M.R.M.、Y.Y.和A.G.负责本特刊中所有稿件的编辑工作。B.L.G.领导了稿件的撰写和编辑工作,所有作者都参与了最终版本的文字和编辑工作。所有作者都批准了稿件的最终版本。
{"title":"Charting the course for new discoveries in polyploid lineages","authors":"Michael R. McKain,&nbsp;Ya Yang,&nbsp;Agnieszka Golicz,&nbsp;Briana L. Gross","doi":"10.1002/aps3.11613","DOIUrl":"https://doi.org/10.1002/aps3.11613","url":null,"abstract":"<p>Methods for generating and analyzing data from polyploid species are not new to <i>Applications in Plant Sciences</i>, yet a special issue on the topic still presents an exciting opportunity to explore newly emerging research techniques. The complexity associated with the existence of multiple genomes in a single nucleus has meant that despite decades of research, there are still unexplored frontiers at the molecular, phylogenetic, ecological, and evolutionary levels. Some uncharted areas persist despite the forays of excellent research by dedicated scientists, and some remain unmapped because the community avoids polyploid species due to a lack of tools or data. The eight articles in this special issue provide new waypoints and allow us to push the boundaries of our knowledge of polyploid lineages. The tools and applications offered here range from critical techniques for determining the ploidy level of an organism, through synthetic reviews of the optimal treatment of polyploid data for phylogenomics and population genomics, to leveraging and developing new tools to further our understanding of genome dynamics and whole-plant responses to polyploidy. We look forward to the impact that these tools and innovative approaches will have in accelerating the expansion of research into the nature and impact of polyploidy across plant taxa in the coming years.</p><p>Despite the generally acknowledged prevalence of polyploidy across plants, determining the ploidy of any given species or specimen is far from trivial. Techniques for answering this question include direct chromosome counts, but also indirect measures through flow cytometry (Smith et al., <span>2018</span>), measurements of spore sizes (Kuo et al., <span>2021</span>), and even spectroscopy (Buono and Albach, <span>2023</span>). This issue features two new tools to facilitate the accurate assessment of ploidy—one method with a long tradition in plant science, and another that takes advantage of modern sequencing data. Ramirez-Castillo et al. (<span>2024</span>) developed a method using croziers, or fiddleheads, to count chromosomes in different fern species. Although roots are typically used for mitotic chromosome counts, the ability to incorporate croziers as potential sources of material allows for a wider array of availability for samples. Ramirez-Castillo et al. use an enzyme pretreatment with a cellulose–pectinase solution to improve permeability of the tissue for the uptake of colchicine to arrest chromosomes at metaphase. Chromosome counting is the original method by which polyploidy was first described in plants (reviewed in Soltis et al., <span>2014</span>), and the method of Ramirez-Castillo et al. continues this legacy. Moving from chromosomes to sequence data, Gaynor et al. (<span>2024</span>) present nQuack, an R package that allows for ploidy estimation from sequence data ranging from whole-genome resequencing to target enrichment. Building on the methodology of nQuire (Weiß ","PeriodicalId":8022,"journal":{"name":"Applications in Plant Sciences","volume":null,"pages":null},"PeriodicalIF":2.7,"publicationDate":"2024-08-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/aps3.11613","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142045160","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
Embryo excision in Compositae, with implications for combating biodiversity loss 菊科植物的胚胎切割对防止生物多样性丧失的影响
IF 3.6 3区 生物学 Q2 PLANT SCIENCES Pub Date : 2024-08-15 DOI: 10.1002/aps3.11608
Bruce G. Baldwin, Susan Fawcett, Dustin Wolkis
PremiseEmbryo excision is an effective, under‐described means of promoting germination in the sunflower family and may help to ensure the survival of endangered taxa or lineages with limited seed availability.Methods and ResultsWe describe and illustrate a detailed method of embryo excision used successfully to stimulate germination in a diversity of composites and that requires minimal materials and expense, using Layia platyglossa as an example. We show how this procedure greatly increases germination compared to control treatments in Madia elegans, a close relative of Hawaiian silverswords that exhibits physiological dormancy.ConclusionsThis technique can be learned quickly and is highly effective. Embryo excision can aid conservation efforts dependent on minimal seed resources by enhancing germination and allowing evaluation of seed quality before or after storage, as well as synchronizing seedling development, thereby allowing for refinement of ex situ seed bank conditions and efficient use of horticultural resources.
方法与结果我们描述并说明了胚胎切除的详细方法,该方法成功用于促进多种复合植物的萌芽,并且只需极少的材料和费用,我们以Layia platyglossa为例进行了说明。我们展示了与对照处理相比,这种方法如何大大提高了夏威夷银剑的近亲 Madia elegans 的发芽率。胚胎切除可以提高发芽率,在贮藏前或贮藏后对种子质量进行评估,并使幼苗同步发育,从而改善异地种子库的条件,有效利用园艺资源,从而帮助依赖极少种子资源的保护工作。
{"title":"Embryo excision in Compositae, with implications for combating biodiversity loss","authors":"Bruce G. Baldwin, Susan Fawcett, Dustin Wolkis","doi":"10.1002/aps3.11608","DOIUrl":"https://doi.org/10.1002/aps3.11608","url":null,"abstract":"PremiseEmbryo excision is an effective, under‐described means of promoting germination in the sunflower family and may help to ensure the survival of endangered taxa or lineages with limited seed availability.Methods and ResultsWe describe and illustrate a detailed method of embryo excision used successfully to stimulate germination in a diversity of composites and that requires minimal materials and expense, using <jats:italic>Layia platyglossa</jats:italic> as an example. We show how this procedure greatly increases germination compared to control treatments in <jats:italic>Madia elegans</jats:italic>, a close relative of Hawaiian silverswords that exhibits physiological dormancy.ConclusionsThis technique can be learned quickly and is highly effective. Embryo excision can aid conservation efforts dependent on minimal seed resources by enhancing germination and allowing evaluation of seed quality before or after storage, as well as synchronizing seedling development, thereby allowing for refinement of ex situ seed bank conditions and efficient use of horticultural resources.","PeriodicalId":8022,"journal":{"name":"Applications in Plant Sciences","volume":null,"pages":null},"PeriodicalIF":3.6,"publicationDate":"2024-08-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142199633","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Data‐driven guidelines for phylogenomic analyses using SNP data 利用 SNP 数据进行系统发生学分析的数据驱动指南
IF 2.7 3区 生物学 Q2 PLANT SCIENCES Pub Date : 2024-08-09 DOI: 10.1002/aps3.11611
J. Suissa, Gisel Y. De La Cerda, Leland C. Graber, Chloe Jelley, David Wickell, Heather R. Phillips, Ayress D. Grinage, C. S. Moreau, Chelsea D. Specht, Jeff J. Doyle, Jacob B. Landis
There is a general lack of consensus on the best practices for filtering of single‐nucleotide polymorphisms (SNPs) and whether it is better to use SNPs or include flanking regions (full “locus”) in phylogenomic analyses and subsequent comparative methods.Using genotyping‐by‐sequencing data from 22 Glycine species, we assessed the effects of SNP vs. locus usage and SNP retention stringency. We compared branch length, node support, and divergence time estimation across 16 datasets with varying amounts of missing data and total size.Our results revealed five aspects of phylogenomic data usage that may be generally applicable: (1) tree topology is largely congruent across analyses; (2) filtering strictly for SNP retention (e.g., 90–100%) reduces support and can alter some inferred relationships; (3) absolute branch lengths vary by two orders of magnitude between SNP and locus datasets; (4) data type and branch length variation have little effect on divergence time estimation; and (5) phylograms alter the estimation of ancestral states and rates of morphological evolution.Using SNP or locus datasets does not alter phylogenetic inference significantly, unless researchers want or need to use absolute branch lengths. We recommend against using excessive filtering thresholds for SNP retention to reduce the risk of producing inconsistent topologies and generating low support.
关于过滤单核苷酸多态性(SNP)的最佳方法,以及在系统发生组分析和后续比较方法中使用 SNP 还是包括侧翼区域(完整的 "位点")更好,目前普遍缺乏共识。我们比较了 16 个数据集的分支长度、节点支持率和分化时间估计,这些数据集的缺失数据量和总规模各不相同。我们的结果揭示了系统发生组数据使用的五个方面,这些方面可能具有普遍适用性:(1)树拓扑结构在不同分析中基本一致;(2)严格筛选 SNP 保留率(如 90%-100%)会降低支持率,并且会影响树的分化时间、(3) SNP 数据集和基因座数据集的绝对分支长度相差两个数量级;(4) 数据类型和分支长度的变化对分歧时间的估计影响不大;(5) 系统图会改变对祖先状态和形态进化速率的估计。我们建议不要使用过高的 SNP 保留过滤阈值,以降低产生不一致拓扑和低支持度的风险。
{"title":"Data‐driven guidelines for phylogenomic analyses using SNP data","authors":"J. Suissa, Gisel Y. De La Cerda, Leland C. Graber, Chloe Jelley, David Wickell, Heather R. Phillips, Ayress D. Grinage, C. S. Moreau, Chelsea D. Specht, Jeff J. Doyle, Jacob B. Landis","doi":"10.1002/aps3.11611","DOIUrl":"https://doi.org/10.1002/aps3.11611","url":null,"abstract":"There is a general lack of consensus on the best practices for filtering of single‐nucleotide polymorphisms (SNPs) and whether it is better to use SNPs or include flanking regions (full “locus”) in phylogenomic analyses and subsequent comparative methods.Using genotyping‐by‐sequencing data from 22 Glycine species, we assessed the effects of SNP vs. locus usage and SNP retention stringency. We compared branch length, node support, and divergence time estimation across 16 datasets with varying amounts of missing data and total size.Our results revealed five aspects of phylogenomic data usage that may be generally applicable: (1) tree topology is largely congruent across analyses; (2) filtering strictly for SNP retention (e.g., 90–100%) reduces support and can alter some inferred relationships; (3) absolute branch lengths vary by two orders of magnitude between SNP and locus datasets; (4) data type and branch length variation have little effect on divergence time estimation; and (5) phylograms alter the estimation of ancestral states and rates of morphological evolution.Using SNP or locus datasets does not alter phylogenetic inference significantly, unless researchers want or need to use absolute branch lengths. We recommend against using excessive filtering thresholds for SNP retention to reduce the risk of producing inconsistent topologies and generating low support.","PeriodicalId":8022,"journal":{"name":"Applications in Plant Sciences","volume":null,"pages":null},"PeriodicalIF":2.7,"publicationDate":"2024-08-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141921682","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The impact of extraction method and pollen concentration on community composition for pollen metabarcoding 提取方法和花粉浓度对花粉代谢标码群落组成的影响
IF 3.6 3区 生物学 Q2 PLANT SCIENCES Pub Date : 2024-08-07 DOI: 10.1002/aps3.11601
Arne Devriese, Gerrit Peeters, Rein Brys, Hans Jacquemyn
PremisePlants and pollinators closely interact with each other to form complex networks of species interactions. Metabarcoding of pollen collections has recently been proposed as an advantageous method for the construction of such networks, but the extent to which diversity and community analyses depend on the extraction method and pollen concentration used remains unclear.MethodsIn this study, we used a dilution series of two pollen mixtures (a mock community and pooled natural pollen loads from bumblebees) to assess the effect of mechanical homogenization and two DNA extraction kits (spin column DNA extraction kit and magnetic bead DNA extraction kit) on the detected pollen richness and community composition.ResultsAll species were successfully detected using the three methods, even in the most dilute samples. However, the extraction method had a significant effect on the detected pollen richness and community composition, with simple mechanical homogenization introducing an extraction bias.DiscussionOur findings suggest that all three methods are effective for detecting plant species in the pollen loads on insects, even in cases of very low pollen loads. However, our results also indicate that extraction methods can have a profound impact on the ability to correctly assess the community composition of the pollen loads on insects. The choice of extraction methodology should therefore be carefully considered to ensure reliable and unbiased results in pollen diversity and community analyses.
前言植物与传粉昆虫之间密切互动,形成复杂的物种互动网络。最近有人提出,花粉采集的元条码是构建此类网络的一种有利方法,但多样性和群落分析在多大程度上取决于所使用的提取方法和花粉浓度仍不清楚。方法在这项研究中,我们使用了两种花粉混合物的稀释系列(模拟群落和来自熊蜂的汇集天然花粉量)来评估机械均质和两种 DNA 提取试剂盒(旋柱 DNA 提取试剂盒和磁珠 DNA 提取试剂盒)对检测到的花粉丰富度和群落组成的影响。讨论 我们的研究结果表明,这三种方法都能有效地检测昆虫花粉负载中的植物物种,即使在花粉负载量很低的情况下也是如此。然而,我们的研究结果也表明,提取方法会对正确评估昆虫花粉载荷群落组成的能力产生深远影响。因此,应仔细考虑提取方法的选择,以确保花粉多样性和群落分析结果的可靠性和公正性。
{"title":"The impact of extraction method and pollen concentration on community composition for pollen metabarcoding","authors":"Arne Devriese, Gerrit Peeters, Rein Brys, Hans Jacquemyn","doi":"10.1002/aps3.11601","DOIUrl":"https://doi.org/10.1002/aps3.11601","url":null,"abstract":"PremisePlants and pollinators closely interact with each other to form complex networks of species interactions. Metabarcoding of pollen collections has recently been proposed as an advantageous method for the construction of such networks, but the extent to which diversity and community analyses depend on the extraction method and pollen concentration used remains unclear.MethodsIn this study, we used a dilution series of two pollen mixtures (a mock community and pooled natural pollen loads from bumblebees) to assess the effect of mechanical homogenization and two DNA extraction kits (spin column DNA extraction kit and magnetic bead DNA extraction kit) on the detected pollen richness and community composition.ResultsAll species were successfully detected using the three methods, even in the most dilute samples. However, the extraction method had a significant effect on the detected pollen richness and community composition, with simple mechanical homogenization introducing an extraction bias.DiscussionOur findings suggest that all three methods are effective for detecting plant species in the pollen loads on insects, even in cases of very low pollen loads. However, our results also indicate that extraction methods can have a profound impact on the ability to correctly assess the community composition of the pollen loads on insects. The choice of extraction methodology should therefore be carefully considered to ensure reliable and unbiased results in pollen diversity and community analyses.","PeriodicalId":8022,"journal":{"name":"Applications in Plant Sciences","volume":null,"pages":null},"PeriodicalIF":3.6,"publicationDate":"2024-08-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141932620","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Guidelines for quantifying leaf chlorophyll content via non‐destructive spectrometry 通过无损光谱法量化叶片叶绿素含量的指南
IF 3.6 3区 生物学 Q2 PLANT SCIENCES Pub Date : 2024-08-03 DOI: 10.1002/aps3.11610
Giancarlo M. Chiarenza, Eve Slavich, Angela T. Moles
PremiseLeaf chlorophyll is a fundamental bioindicator used in several fields; however, we lack clear guidelines for optimizing sampling efforts and producing comparable studies.MethodsWe estimated the leaf chlorophyll content of 10 plant species using nondestructive spectrometry methods. We stored half of the leaves at 4°C and half at room temperature under similar light levels to assess the role of storage in the chlorophyll degradation rate.ResultsThe chilled mature leaves maintained a chlorophyll content within 5% of the original value for ~1.5 d, while the chlorophyll content of unrefrigerated mature leaves decreased rapidly, indicating that their chlorophyll content should be measured within 4 h. When refrigerated, the chlorophyll content of the expanding leaves remained within 5% of the original level for at least 5 d, but we suggest analyzing them within 3 d. In mature leaves, 73% of the variation in chlorophyll content is at the species level, 15% is between individuals, and the variation within leaves is negligible (<1%). Measuring one mature leaf from eight individuals was sufficient to provide a species chlorophyll estimate within 5% of the true value at least 80% of the time.DiscussionWe advise researchers to prioritize sampling more individuals rather than repeating measures within leaves or individuals. Our findings will help researchers to optimize their time and research efforts, and to obtain more robust ecological data.
前言叶片叶绿素是多个领域使用的基本生物指标;然而,我们缺乏明确的指导方针来优化取样工作并进行可比研究。方法我们使用无损光谱法估算了 10 种植物的叶片叶绿素含量。结果冷藏成熟叶片的叶绿素含量在约 1.5 d 内保持在原始值的 5%以内,而未冷藏成熟叶片的叶绿素含量迅速下降,这表明叶绿素含量应在 4 h 内测量。成熟叶片叶绿素含量的变化,73%在物种水平,15%在个体间,叶片内部的变化可以忽略不计(<1%)。我们建议研究人员优先对更多个体进行取样,而不是在叶片或个体内部重复测量。我们的发现将有助于研究人员优化时间和研究工作,并获得更可靠的生态数据。
{"title":"Guidelines for quantifying leaf chlorophyll content via non‐destructive spectrometry","authors":"Giancarlo M. Chiarenza, Eve Slavich, Angela T. Moles","doi":"10.1002/aps3.11610","DOIUrl":"https://doi.org/10.1002/aps3.11610","url":null,"abstract":"PremiseLeaf chlorophyll is a fundamental bioindicator used in several fields; however, we lack clear guidelines for optimizing sampling efforts and producing comparable studies.MethodsWe estimated the leaf chlorophyll content of 10 plant species using nondestructive spectrometry methods. We stored half of the leaves at 4°C and half at room temperature under similar light levels to assess the role of storage in the chlorophyll degradation rate.ResultsThe chilled mature leaves maintained a chlorophyll content within 5% of the original value for ~1.5 d, while the chlorophyll content of unrefrigerated mature leaves decreased rapidly, indicating that their chlorophyll content should be measured within 4 h. When refrigerated, the chlorophyll content of the expanding leaves remained within 5% of the original level for at least 5 d, but we suggest analyzing them within 3 d. In mature leaves, 73% of the variation in chlorophyll content is at the species level, 15% is between individuals, and the variation within leaves is negligible (&lt;1%). Measuring one mature leaf from eight individuals was sufficient to provide a species chlorophyll estimate within 5% of the true value at least 80% of the time.DiscussionWe advise researchers to prioritize sampling more individuals rather than repeating measures within leaves or individuals. Our findings will help researchers to optimize their time and research efforts, and to obtain more robust ecological data.","PeriodicalId":8022,"journal":{"name":"Applications in Plant Sciences","volume":null,"pages":null},"PeriodicalIF":3.6,"publicationDate":"2024-08-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141932621","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
expowo: An R package for mining global plant diversity and distribution data expowo:用于挖掘全球植物多样性和分布数据的 R 软件包
IF 3.6 3区 生物学 Q2 PLANT SCIENCES Pub Date : 2024-07-30 DOI: 10.1002/aps3.11609
Débora C. Zuanny, Bruno Vilela, Peter W. Moonlight, Tiina E. Särkinen, Domingos Cardoso
PremiseData on plant distribution and diversity from natural history collections and taxonomic databases are increasingly becoming available online as exemplified by the Royal Botanic Gardens, Kew's Plants of the World Online (POWO) database. This growing accumulation of biodiversity information requires an advance in bioinformatic tools for accessing and processing the massive data for use in downstream science. We present herein expowo, an open‐source package that facilitates extracting and using botanical data from POWO.Methods and ResultsThe expowo package is implemented in R and designed to handle the entire vascular plant tree of life. It includes functions to readily distill taxonomic and distributional information about all families, genera, or species of vascular plants. It outputs a complete list of species in each genus of any plant family, with the associated original publication, synonyms, and distribution, and plots global maps of species richness at the country and botanical country levels, as well as graphs displaying species‐discovery accumulation curves and nomenclatural changes over time. To demonstrate expowo's strengths in producing easy‐to‐handle outputs, we also show empirical examples from a set of biodiverse countries and representative species‐rich and ecologically important angiosperm families.ConclusionsBy harnessing bioinformatic tools that accommodate varying levels of R programming proficiency, expowo functions assist users who have limited R programming expertise in efficiently distilling specific botanical information from online sources and producing maps and graphics for the further interpretation of biogeographic and taxonomic patterns.
前言 来自自然历史收藏和分类数据库的植物分布和多样性数据越来越多地在网上提供,英国皇家植物园邱园的世界植物在线(POWO)数据库就是一例。生物多样性信息的不断积累需要生物信息学工具的进步,以便访问和处理海量数据,用于下游科学研究。我们在此介绍一个开源软件包expowo,它有助于从POWO中提取和使用植物学数据。方法与结果expowo软件包由R语言实现,旨在处理整个维管植物生命树。它包含的功能可轻松提炼出维管植物所有科、属或种的分类和分布信息。它可输出任何植物科中每个属的完整物种列表,包括相关的原始出版物、同义词和分布情况,并绘制国家和植物学国家级别的物种丰富度全球地图,以及显示物种发现积累曲线和命名法随时间变化的图表。为了展示 expowo 在生成易于处理的输出结果方面的优势,我们还展示了一组生物多样性国家和具有代表性的物种丰富且在生态学上具有重要意义的被子植物科的经验实例。
{"title":"expowo: An R package for mining global plant diversity and distribution data","authors":"Débora C. Zuanny, Bruno Vilela, Peter W. Moonlight, Tiina E. Särkinen, Domingos Cardoso","doi":"10.1002/aps3.11609","DOIUrl":"https://doi.org/10.1002/aps3.11609","url":null,"abstract":"PremiseData on plant distribution and diversity from natural history collections and taxonomic databases are increasingly becoming available online as exemplified by the Royal Botanic Gardens, Kew's Plants of the World Online (POWO) database. This growing accumulation of biodiversity information requires an advance in bioinformatic tools for accessing and processing the massive data for use in downstream science. We present herein expowo, an open‐source package that facilitates extracting and using botanical data from POWO.Methods and ResultsThe expowo package is implemented in R and designed to handle the entire vascular plant tree of life. It includes functions to readily distill taxonomic and distributional information about all families, genera, or species of vascular plants. It outputs a complete list of species in each genus of any plant family, with the associated original publication, synonyms, and distribution, and plots global maps of species richness at the country and botanical country levels, as well as graphs displaying species‐discovery accumulation curves and nomenclatural changes over time. To demonstrate expowo's strengths in producing easy‐to‐handle outputs, we also show empirical examples from a set of biodiverse countries and representative species‐rich and ecologically important angiosperm families.ConclusionsBy harnessing bioinformatic tools that accommodate varying levels of R programming proficiency, expowo functions assist users who have limited R programming expertise in efficiently distilling specific botanical information from online sources and producing maps and graphics for the further interpretation of biogeographic and taxonomic patterns.","PeriodicalId":8022,"journal":{"name":"Applications in Plant Sciences","volume":null,"pages":null},"PeriodicalIF":3.6,"publicationDate":"2024-07-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141870157","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A machine learning algorithm for the automatic classification of Phytophthora infestans genotypes into clonal lineages 将 Phytophthora infestans 基因型自动分类为克隆系的机器学习算法
IF 3.6 3区 生物学 Q2 PLANT SCIENCES Pub Date : 2024-07-24 DOI: 10.1002/aps3.11603
Camilo Patarroyo, Stéphane Dupas, Silvia Restrepo
PremiseThe prompt categorization of Phytophthora infestans isolates into described clonal lineages is a key tool for the management of its associated disease, potato late blight. New isolates of this pathogen are currently classified by comparing their microsatellite genotypes with characterized clonal lineages, but an automated classification tool would greatly improve this process. Here, we developed a flexible machine learning–based classifier for P. infestans genotypes.MethodsThe performance of different machine learning algorithms in classifying P. infestans genotypes into its clonal lineages was preliminarily evaluated with decreasing amounts of training data. The four best algorithms were then evaluated using all collected genotypes.ResultsmlpML, cforest, nnet, and AdaBag performed best in the preliminary test, correctly classifying almost 100% of the genotypes. AdaBag performed significantly better than the others when tested using the complete data set (Tukey HSD P < 0.001). This algorithm was then implemented in a web application for the automated classification of P. infestans genotypes, which is freely available at https://github.com/cpatarroyo/genotypeclas.DiscussionWe developed a gradient boosting–based tool to automatically classify P. infestans genotypes into its clonal lineages. This could become a valuable resource for the prompt identification of clonal lineages spreading into new regions.
前言将侵染病菌分离物迅速归类到描述的克隆系中是管理其相关病害马铃薯晚疫病的关键工具。目前,这种病原体的新分离物是通过比较其微卫星基因型和特征克隆系来进行分类的,但自动分类工具将大大改进这一过程。在此,我们为 P. infestans 基因型开发了一种灵活的基于机器学习的分类器。方法通过减少训练数据量,初步评估了不同机器学习算法在将 P. infestans 基因型归入其克隆系方面的性能。结果mlpML、cforest、nnet 和 AdaBag 在初步测试中表现最佳,几乎 100% 正确地对基因型进行了分类。在使用完整数据集进行测试时,AdaBag 的表现明显优于其他算法(Tukey HSD P < 0.001)。该算法随后被应用于一个用于自动分类 P. infestans 基因型的网络应用程序中,该程序可在 https://github.com/cpatarroyo/genotypeclas.DiscussionWe 免费获取。该程序开发了一种基于梯度提升的工具,用于将 P. infestans 基因型自动分类为其克隆系。这将成为迅速识别扩散到新地区的克隆系的宝贵资源。
{"title":"A machine learning algorithm for the automatic classification of Phytophthora infestans genotypes into clonal lineages","authors":"Camilo Patarroyo, Stéphane Dupas, Silvia Restrepo","doi":"10.1002/aps3.11603","DOIUrl":"https://doi.org/10.1002/aps3.11603","url":null,"abstract":"PremiseThe prompt categorization of <jats:italic>Phytophthora infestans</jats:italic> isolates into described clonal lineages is a key tool for the management of its associated disease, potato late blight. New isolates of this pathogen are currently classified by comparing their microsatellite genotypes with characterized clonal lineages, but an automated classification tool would greatly improve this process. Here, we developed a flexible machine learning–based classifier for <jats:italic>P. infestans</jats:italic> genotypes.MethodsThe performance of different machine learning algorithms in classifying <jats:italic>P. infestans</jats:italic> genotypes into its clonal lineages was preliminarily evaluated with decreasing amounts of training data. The four best algorithms were then evaluated using all collected genotypes.ResultsmlpML, cforest, nnet, and AdaBag performed best in the preliminary test, correctly classifying almost 100% of the genotypes. AdaBag performed significantly better than the others when tested using the complete data set (Tukey HSD <jats:italic>P</jats:italic> &lt; 0.001). This algorithm was then implemented in a web application for the automated classification of <jats:italic>P. infestans</jats:italic> genotypes, which is freely available at <jats:ext-link xmlns:xlink=\"http://www.w3.org/1999/xlink\" xlink:href=\"https://github.com/cpatarroyo/genotypeclas\">https://github.com/cpatarroyo/genotypeclas</jats:ext-link>.DiscussionWe developed a gradient boosting–based tool to automatically classify <jats:italic>P. infestans</jats:italic> genotypes into its clonal lineages. This could become a valuable resource for the prompt identification of clonal lineages spreading into new regions.","PeriodicalId":8022,"journal":{"name":"Applications in Plant Sciences","volume":null,"pages":null},"PeriodicalIF":3.6,"publicationDate":"2024-07-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141778214","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Applications in Plant Sciences
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1