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From theory to practice: New innovations and their application in conservation biology 从理论到实践:新的创新及其在保护生物学中的应用
IF 2.7 3区 生物学 Q1 Agricultural and Biological Sciences Pub Date : 2024-05-31 DOI: 10.1002/aps3.11599
Christopher P. Krieg, Carrie M. Tribble, Randall Long

Evolution has generated an extraordinary diversity of life on Earth that drives the function of natural ecosystems (Xu et al., 2020), human cultures (Clark et al., 2014), and economies (Hanley and Perrings, 2019; Paul et al., 2020). Plants are the most dominant life form on Earth (Bar-On et al., 2018) and the decline of plant diversity has caused drastic shifts in natural ecosystems (Pugnaire et al., 2019), resulting in a loss of hundreds of billions of dollars (USD) per year from the global economy (Austin et al., 2020; Diagne et al., 2021). Plant species face unprecedented challenges to their survival, growth, and reproduction due to numerous threats, including anthropogenic factors such as land-use change, habitat destruction, climate change, and illegal poaching (IUCN, 2023). The most urgent threats vary by region and species; thus, addressing individual threats to species survival worldwide will require broad knowledge of plant organismal function, ecology, and evolution and the creation of innovative, targeted tools and applications. This special issue features new techniques and approaches across multiple disciplines (from molecules to ecosystems) and scales of inquiry (from individual plants to global perspectives), with a central focus on the development and dissemination of new methods and perspectives in conservation biology.

Conservation biologists and practitioners around the globe are conducting research and enacting policies to conserve and preserve plant diversity at the local and regional scales. One primary obstacle to the conservation of plant diversity at larger scales has been the lack of tools that directly aid the coordination of research efforts and knowledge from around the world. Linsky et al. (2024) present a new collaborative framework called the Global Conservation Consortia (GCC). Under this framework, researchers and practitioners are united by a shared focus on a specific ecological or taxonomic group (e.g., trees, cycads, magnolias, oaks) to develop comprehensive conservation action plans that scaffold efforts across local, regional, and global scales. While gathering and collating data from around the globe has historically been a challenge, a new tool hosted by the Botanic Gardens Conservation International (BGCI), reported here by Quintana et al. (2024), aims to close knowledge gaps on the conservation status of threatened tree species across regions, increase collaboration, and provide information to decision-makers. The Conservation Action Tracker, part of the GlobalTree Portal, gathers information about the current status of threatened species, action/recovery plans, ex situ collections, species protections, and policy and outreach programs. This online database is freely available so that it can be used to guide conservation efforts and monitor their success

然而,许多恢复工作并不成功,提高恢复工作的成功率可以广泛改变保护实践。Prakash 等人(2024 年)证明了在最大限度地提高北美东部衰退林木红豆杉(Picea rubens)的外植多样性和可进化性时考虑源种群遗传多样性的重要性。通过整合基因组数据、现场实验和实地保护,作者证明了外植个体的综合源种群、生命早期适应性和进化性之间的正相关。尽管保护研究取得了进展,但由于保护研究与保护实践脱节,目前在分享植物恢复工作成果方面还存在差距。Bellis 等人(2024 年)介绍了一个名为 "植物保护再引入数据库中心"(CPCRD)的美国再引入数据库,以共享恢复工作及其进展和成果。CPCRD 的合作为促进恢复工作者做出更好的管理决策以及通过提供长期数据库鼓励科学参与提供了巨大希望。目前可用的方法既昂贵又耗时,要么需要使用昂贵的机器来逐一分离种子的大小或形状,要么需要高技能人员花费大量时间。如果不是由同一个人负责每个季节的分类工作,多年期项目也往往会带来用户误差。Reek 等人(2024 年)测试了一种利用图像识别和机器学习对针叶树种子进行分类的新方法。在对一组针叶树种子进行训练后,他们将模型与人工识别进行了验证,发现两者在准确性上相差无几。这种新的种子计数方法效率更高,如果能应用于其他物种,将为保护工作监测各种物种的种子可用性节省时间和成本。在物种需要大力恢复之前预测其灭绝风险和未来可能发生的各方面生物学变化(如分布、物候、繁殖成功率、生理表现、基因表达)已成为保护生物学研究的基石。例如,"进化独特性和全球濒危性(EDGE)"和 "EDGE2 "指标是最近的两种方法,它们综合了物种灭绝风险和地理区域的进化独特性,以确定保护的优先次序。Pizzardo 等人(2024 年)比较了这些指标与更传统的指标(如系统发育多样性)的性能,并利用在巴西坎波鲁佩斯特雷生态系统中发现的一个热带豆科支系(Chamaecrista ser. Coriaceae)来确定保护的优先次序。虽然 EDGE 和 EDGE2 都考虑了物种灭绝的风险,但 Pizzardo 等人提请注意它们对完整系统发育数据的要求,这对于数据缺乏的地区或分类群来说可能是不现实的。与依赖系统发育多样性确定保护优先次序的大尺度方法不同,物种分布模型(SDM)通常用于预测物种生态学和分布在未来的潜在变化。通过整合不同类型的地理、生物和历史数据来改进这些模型的使用是保护生物学的一个核心目标,以提高未来物种结果的可预测性。Hansen 等人(2024 年)使用不同地理尺度的数据,在包含或不包含实地观测数据的情况下,测试了针对入侵水生植物欧洲蛙咬的相关 SDM 的性能。作者发现,根据所包含的数据类型,包括驱动物种分布的因素,对模型输出的解释可能会大不相同。这些比较显示了数据整合对物种生物学认知的直接影响,从而为物种生物学中与保护有关的方面提供信息或错误信息。同样,Edwards-Calma 等人(2014 年)将历史土地利用数据与最近开发的统计模型相结合,用于估算归化蕨类植物和本地蕨类植物的假定基本生态位。作者根据历史上土地利用的变化,对物种的生态位占有率进行了有力的比较,揭示了本土蕨类植物生态位中被归化物种占有的部分,并讨论了生物相互作用对限制物种分布的影响。这些研究表明,整合不同类型的数据可以提高可持续发展机制的保护价值,并预测跨时空的物种生物学方面的变化。 本特刊介绍的新方法和新途径说明,面对全球生物多样性危机,植物学家在保护濒危物种和生态系统的工作中采用了多种方法。其中许多论文最初是在 "从理论到实践 "研讨会上发表的:该研讨会有两个目标:研讨会有两个目的:(1) 强调记录和促进植物物种保护的新技术和数据集的新用途;(2) 庆祝《植物科学应用》成为美国植物学会出版物十周年。本特刊由 2023 年研讨会发展而来,重点介绍了其中的一些进展,以及其他有助于地区和全球保护工作的进展,包括更多合作数据存储库、遗传技术、机器学习和精细模型。随着保护研究人员和从业人员不断创新和开发新工具,以防止生物多样性的进一步丧失,继续向更广泛的社区分享和推广这些应用将非常重要。我们希望本特刊能成为社区的有用资源,帮助他们在面对未来挑战的同时继续创新和解决问题。所有作者都参与了本特刊稿件的编辑工作。所有作者都参与了稿件的文字撰写,C.P.K.综合了他们的贡献并领导了撰写和编辑工作。所有作者都批准了稿件的最终版本。
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引用次数: 0
An assessment of methods to combine evolutionary history and conservation: A case study in the Brazilian campo rupestre 评估将进化史与保护相结合的方法:巴西鲁佩斯特野营案例研究
IF 2.7 3区 生物学 Q1 Agricultural and Biological Sciences Pub Date : 2024-05-29 DOI: 10.1002/aps3.11587
Raquel C. Pizzardo, Eimear Nic Lughadha, Juliana Gastaldello Rando, Félix Forest, Anselmo Nogueira, Luana S. Prochazka, Barnaby E. Walker, Thais Vasconcelos

Premise

Conservation policies typically focus on biodiversity hotspots. An alternative approach involves analyzing the evolutionary history of lineages in geographic areas along with their threat levels to guide conservation efforts. Mountains exhibit high levels of plant species richness and micro-endemism, and biogeographic studies commonly point to recent and rapid evolutionary radiations in these areas. Using a nearly endemic clade of legumes, our study evaluates conservation prioritization approaches in the campo rupestre, a Neotropical ecosystem associated with mountaintops that is located between two biodiversity hotspots.

Methods

We compared the EDGE and EDGE2 metrics, which combine the evolutionary distinctiveness and the extinction risk of a species in a single value. These metrics are compared with traditional metrics used to assess conservation priority, such as phylogenetic diversity.

Results

The EDGE values reported are lower than those of other studies using this metric, mostly due to the prevalence of threatened species with short phylogenetic branch lengths (low values of evolutionary distinctiveness). Certain areas of campo rupestre with relatively high phylogenetic diversity and EDGE values do not correspond to areas with high species richness, agreeing with previous studies on biodiversity hotspots.

Discussion

Our study highlights the necessity of conservation of the campo rupestres as well as advantages and disadvantages of using EDGE, EDGE2, and phylogenetic diversity for appropriate selection of conservation areas with rapid evolutionary radiations. The selection of the metrics will depend primarily on the life history of the focus group and the data availability, as well as the conservation approach.

前提保护政策通常侧重于生物多样性热点地区。另一种方法是分析地理区域内物种的进化历史及其受威胁程度,以指导保护工作。山区表现出高度的植物物种丰富性和微观地方特有性,生物地理学研究通常指出这些地区最近发生了快速的进化辐射。我们的研究利用豆科植物的一个近乎特有的支系,评估了位于两个生物多样性热点地区之间、与山顶相关的新热带生态系统--campo rupestre--的保护优先级排序方法。方法我们比较了EDGE和EDGE2指标,这两个指标将物种的进化独特性和灭绝风险结合在一个值中。结果报告的 EDGE 值低于其他使用该指标的研究,主要原因是受威胁物种的系统发育分支长度较短(进化独特性值较低)。某些系统发育多样性和 EDGE 值相对较高的红腹角雉区域与物种丰富度较高的区域并不一致,这与之前有关生物多样性热点的研究结果一致。 讨论 我们的研究强调了保护红腹角雉的必要性,以及使用 EDGE、EDGE2 和系统发育多样性来适当选择快速进化辐射保护区域的优缺点。指标的选择主要取决于重点群体的生活史、数据可用性以及保护方法。
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引用次数: 0
Integrated plant conservation through the Global Conservation Consortia 通过全球植物保护联盟进行综合植物保护
IF 2.7 3区 生物学 Q1 Agricultural and Biological Sciences Pub Date : 2024-05-21 DOI: 10.1002/aps3.11586
Jean Linsky, Amy Byrne, Vanessa Handley, Emily E. D. Coffey, Silvia Alvarez-Clare, Dan Crowley, Abby Meyer

The 2020 State of the World's Plants and Fungi report revealed that two in five plant species are threatened with extinction. Despite their diverse ecosystem services and myriad human uses, plants receive a fraction of the conservation resources directed at animal taxa. Several existing frameworks—including International Union for Conservation of Nature (IUCN) Specialist Groups, the American Public Gardens Association Plant Collections Network, and the Center for Plant Conservation National Collection of Endangered Plants—have spurred conservation action, but there remains an urgent need to scale up conservation efforts for the world's plants. Here, a new approach to coordinated conservation action for plant taxa is described: the Global Conservation Consortia (GCC). GCC catalyze institutions and experts to collaboratively develop and implement comprehensive strategies to prevent extinction of threatened plant groups. This review focuses on three tree-focused, U.S.-led consortia: cycads, magnolias, and oaks, but the GCC framework is applicable to other taxonomic groups. This review covers consortia design and implementation, provides conservation action case studies, and shares preliminary successes and challenges as this new and exciting approach to conservation is developed.

2020 年世界植物和真菌状况报告》显示,每五个植物物种中就有两个濒临灭绝。尽管植物具有多样化的生态系统服务和无数的人类用途,但它们获得的保护资源却只有动物类群的一小部分。现有的几个框架--包括世界自然保护联盟(IUCN)专家小组、美国公共园林协会植物收集网络和植物保护中心国家濒危植物收集--已经推动了保护行动,但仍迫切需要加大对世界植物的保护力度。这里介绍一种协调植物类群保护行动的新方法:全球保护联盟(GCC)。全球保护联盟促进机构和专家合作制定并实施综合战略,以防止濒危植物群灭绝。本综述重点介绍美国领导的三个以树木为重点的联盟:苏铁、木兰和橡树,但全球保护联盟框架也适用于其他分类群。本综述涵盖了联盟的设计和实施,提供了保护行动案例研究,并分享了这一新的、令人兴奋的保护方法在发展过程中取得的初步成功和面临的挑战。
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引用次数: 0
Advancing the science and practice of rare plant conservation with the Center for Plant Conservation Reintroduction Database 通过植物保护中心重引数据库推进珍稀植物保护的科学与实践
IF 2.7 3区 生物学 Q1 Agricultural and Biological Sciences Pub Date : 2024-05-15 DOI: 10.1002/aps3.11583
Joe Bellis, Matthew A. Albrecht, Joyce Maschinski, Oyomoare Osazuwa-Peters, Tina Stanley, Katherine D. Heineman

Premise

Reintroductions or translocations are an increasingly important activity to recover and conserve at-risk plant species. Yet because many are not published in the scientific literature, learning from previous attempts may often require considerable time and effort. The Center for Plant Conservation Reintroduction Database (CPCRD; https://saveplants.org/reintroduction-database/), a new centralized and standardized repository of U.S.-based plant reintroductions, aims to improve the efficiency and effectiveness of accessing data on rare plant reintroductions.

Methods

The CPCRD is the product of multiple efforts to assemble information on rare plant reintroductions in the United States. The database comprises a wealth of standardized data on the key stages of a reintroduction, from the planning and implementation phases, to monitoring and management techniques.

Results

The CPCRD is a dynamic resource, allowing data contributors to continually update their entries as projects progress. While contributions are ongoing, the CPCRD currently includes 460 projects involving 201 plant taxa, spanning diverse growth forms, ecosystems, and regions.

Discussion

The CPCRD and its well-documented and monitored projects provide a valuable practical resource for conservation practitioners, and have supported multiple scientific studies and contributed to the internationally recognized Center for Plant Conservation Best Practices Guidelines.

重新引入或迁移对于恢复和保护濒危植物物种来说越来越重要。然而,由于许多重引或移地活动并没有发表在科学文献上,因此要从以前的尝试中吸取经验教训往往需要花费大量的时间和精力。植物保护中心再引入数据库(CPCRD; https://saveplants.org/reintroduction-database/)是一个新的集中化和标准化的美国植物再引入资料库,旨在提高获取稀有植物再引入数据的效率和效果。CPCRD是为收集美国稀有植物再引入信息而做出的多种努力的产物。CPCRD 是一个动态资源,允许数据贡献者随着项目的进展不断更新其条目。CPCRD 及其记录完备的监测项目为保护工作者提供了宝贵的实用资源,为多项科学研究提供了支持,并为国际公认的《植物保护中心最佳实践指南》做出了贡献。
{"title":"Advancing the science and practice of rare plant conservation with the Center for Plant Conservation Reintroduction Database","authors":"Joe Bellis,&nbsp;Matthew A. Albrecht,&nbsp;Joyce Maschinski,&nbsp;Oyomoare Osazuwa-Peters,&nbsp;Tina Stanley,&nbsp;Katherine D. Heineman","doi":"10.1002/aps3.11583","DOIUrl":"10.1002/aps3.11583","url":null,"abstract":"<div>\u0000 \u0000 \u0000 <section>\u0000 \u0000 <h3> Premise</h3>\u0000 \u0000 <p>Reintroductions or translocations are an increasingly important activity to recover and conserve at-risk plant species. Yet because many are not published in the scientific literature, learning from previous attempts may often require considerable time and effort. The Center for Plant Conservation Reintroduction Database (CPCRD; https://saveplants.org/reintroduction-database/), a new centralized and standardized repository of U.S.-based plant reintroductions, aims to improve the efficiency and effectiveness of accessing data on rare plant reintroductions.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Methods</h3>\u0000 \u0000 <p>The CPCRD is the product of multiple efforts to assemble information on rare plant reintroductions in the United States. The database comprises a wealth of standardized data on the key stages of a reintroduction, from the planning and implementation phases, to monitoring and management techniques.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Results</h3>\u0000 \u0000 <p>The CPCRD is a dynamic resource, allowing data contributors to continually update their entries as projects progress. While contributions are ongoing, the CPCRD currently includes 460 projects involving 201 plant taxa, spanning diverse growth forms, ecosystems, and regions.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Discussion</h3>\u0000 \u0000 <p>The CPCRD and its well-documented and monitored projects provide a valuable practical resource for conservation practitioners, and have supported multiple scientific studies and contributed to the internationally recognized Center for Plant Conservation Best Practices Guidelines.</p>\u0000 </section>\u0000 </div>","PeriodicalId":8022,"journal":{"name":"Applications in Plant Sciences","volume":null,"pages":null},"PeriodicalIF":2.7,"publicationDate":"2024-05-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/aps3.11583","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140975163","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
Carbon balance: A technique to assess comparative photosynthetic physiology in poikilohydric plants 碳平衡:评估水生植物光合生理比较的技术
IF 2.7 3区 生物学 Q2 PLANT SCIENCES Pub Date : 2024-05-13 DOI: 10.1002/aps3.11585
Kirsten K. Coe, Nicolas Neumeister, Maya I. Gomez, Niko Carvajal Janke

Premise

Poikilohydric plants respond to hydration by undergoing dry–wet–dry cycles. Carbon balance represents the net gain or loss of carbon from each cycle. Here we present the first standard protocol for measuring carbon balance, including a custom-modified chamber system for infrared gas analysis, 12-h continuous monitoring, resolution of plant–substrate relationships, and in-chamber specimen hydration.

Methods and Results

We applied the carbon balance technique to capture responses to water stress in populations of the moss Syntrichia caninervis, comparing 19 associated physiological variables. Carbon balance was negative in desiccation-acclimated (field-collected) mosses, which exhibited large respiratory losses. Contrastingly, carbon balance was positive in hydration-acclimated (lab-cultivated) mosses, which began exhibiting net carbon uptake <15 min following hydration.

Conclusions

Carbon balance is a functional trait indicative of physiological performance, hydration stress, and survival in poikilohydric plants, and the carbon balance method can be applied broadly across taxa to test hypotheses related to environmental stress and global change.

水生植物通过干-湿-干循环对水合作用做出反应。碳平衡代表每个循环中碳的净增量或净量损失。在此,我们提出了首个测量碳平衡的标准方案,包括用于红外气体分析的定制改良室系统、12 小时连续监测、植物与基质关系的解析以及室中标本的水合。在适应干燥环境(野外采集)的苔藓中,碳平衡为负值,表现出大量的呼吸损失。碳平衡是指示水生植物生理表现、水合压力和存活的功能特征,碳平衡方法可广泛应用于不同类群,以检验与环境压力和全球变化相关的假设。
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引用次数: 0
Conservation Action Tracker: A tool to identify and monitor conservation actions for tree species 保护行动跟踪器:确定和监测树种保护行动的工具
IF 2.7 3区 生物学 Q1 Agricultural and Biological Sciences Pub Date : 2024-05-04 DOI: 10.1002/aps3.11579
Itxaso Quintana, Malin Rivers, Katharine Davies

Premise

The GlobalTree Portal, hosted by Botanic Gardens Conservation International, provides access to information on the approximately 58,000 tree species worldwide. Included in the GlobalTree Portal is the Conservation Action Tracker, a dynamic and collaborative database to identify and monitor conservation actions for tree species globally.

Methods

The Conservation Action Tracker collates conservation action information at the species level, including species recovery/action plans, ex situ collections, propagation protocols, in situ management, species protection policy, and education/awareness campaigns.

Results

To date, the Conservation Action Tracker contains conservation action information for 4126 tree species, including 2161 threatened species, of which 659 are classified as Vulnerable, 783 as Endangered, and 719 as Critically Endangered. It covers conservation action information for at least one tree species in every country; however, more information is needed for 89% of Vulnerable, 87% of Endangered, and 77% of Critically Endangered tree species.

Discussion

Monitoring species conservation actions can support the prioritization and scaling up of conservation practices by sharing knowledge, increasing collaboration, enabling the identification of conservation gaps, and making the information available to be used by decision-makers. Tracking conservation actions at the species level is, therefore, essential to guide future conservation efforts. Increasing the amount of data in the Conservation Action Tracker will improve the tool's ability to guide future conservation efforts and avoid the extinction of tree species.

前提由国际植物园保护协会主办的全球树木门户网站提供有关全球约 58,000 种树木的信息。方法 "保护行动跟踪器 "整理了物种层面的保护行动信息,包括物种恢复/行动计划、异地采集、繁殖协议、原地管理、物种保护政策以及教育/宣传活动。成果迄今为止,"保护行动追踪 "包含了 4126 个树种的保护行动信息,包括 2161 个濒危物种,其中 659 个被列为易危物种,783 个被列为濒危物种,719 个被列为极危物种。它涵盖了每个国家至少一个树种的保护行动信息;然而,89% 的易危树种、87% 的濒危树种和 77% 的极度濒危树种还需要更多的信息。讨论物种保护行动监测可通过共享知识、加强合作、识别保护差距以及提供信息供决策者使用,支持保护实践的优先级和扩展。因此,跟踪物种层面的保护行动对于指导未来的保护工作至关重要。增加保护行动跟踪器中的数据量将提高该工具指导未来保护工作的能力,避免树种灭绝。
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引用次数: 0
Hijacking a rapid and scalable metagenomic method reveals subgenome dynamics and evolution in polyploid plants 劫持快速、可扩展的元基因组方法揭示多倍体植物的亚基因组动态与进化
IF 2.7 3区 生物学 Q2 PLANT SCIENCES Pub Date : 2024-04-29 DOI: 10.1002/aps3.11581
Gillian Reynolds, Brendan Mumey, Veronika Strnadova-Neeley, Jennifer Lachowiec

Premise

The genomes of polyploid plants archive the evolutionary events leading to their present forms. However, plant polyploid genomes present numerous hurdles to the genome comparison algorithms for classification of polyploid types and exploring genome dynamics.

Methods

Here, the problem of intra- and inter-genome comparison for examining polyploid genomes is reframed as a metagenomic problem, enabling the use of the rapid and scalable MinHashing approach. To determine how types of polyploidy are described by this metagenomic approach, plant genomes were examined from across the polyploid spectrum for both k-mer composition and frequency with a range of k-mer sizes. In this approach, no subgenome-specific k-mers are identified; rather, whole-chromosome k-mer subspaces were utilized.

Results

Given chromosome-scale genome assemblies with sufficient subgenome-specific repetitive element content, literature-verified subgenomic and genomic evolutionary relationships were revealed, including distinguishing auto- from allopolyploidy and putative progenitor genome assignment. The sequences responsible were the rapidly evolving landscape of transposable elements. An investigation into the MinHashing parameters revealed that the downsampled k-mer space (genomic signatures) produced excellent approximations of sequence similarity. Furthermore, the clustering approach used for comparison of the genomic signatures is scrutinized to ensure applicability of the metagenomics-based method.

Discussion

The easily implementable and highly computationally efficient MinHashing-based sequence comparison strategy enables comparative subgenomics and genomics for large and complex polyploid plant genomes. Such comparisons provide evidence for polyploidy-type subgenomic assignments. In cases where subgenome-specific repeat signal may not be adequate given a chromosomes' global k-mer profile, alternative methods that are more specific but more computationally complex outperform this approach.

前提多倍体植物的基因组记录了导致其目前形态的进化事件。然而,植物多倍体基因组给分类多倍体类型和探索基因组动态的基因组比较算法带来了许多障碍。方法在这里,研究多倍体基因组的基因组内和基因组间比较问题被重新定义为元基因组问题,从而可以使用快速、可扩展的 MinHashing 方法。为了确定这种元基因组学方法是如何描述多倍体类型的,我们利用一系列 k-聚合大小对整个多倍体谱系的植物基因组进行了 k-聚合组成和频率的研究。结果鉴于染色体规模的基因组集合具有足够的亚基因组特异性重复元件含量,经文献验证的亚基因组和基因组进化关系得以揭示,包括区分自多倍体和异源多倍体以及推测的祖先基因组分配。这些序列是快速进化的转座元件。对 MinHashing 参数的研究表明,下采样 k-mer 空间(基因组特征)产生了极好的序列相似性近似值。此外,为确保基于元基因组学的方法的适用性,还对用于比较基因组特征的聚类方法进行了仔细研究。 讨论基于 MinHashing 的序列比较策略易于实施,计算效率高,可用于大型复杂多倍体植物基因组的亚基因组学和基因组学比较。这种比较为多倍体类型的亚基因组分配提供了证据。在染色体的全局 k-mer 轮廓下,亚基因组特异性重复信号可能不够充分的情况下,特异性更强但计算更复杂的替代方法优于这种方法。
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引用次数: 0
A roadmap of phylogenomic methods for studying polyploid plant genera 研究多倍体植物属的系统发生组方法路线图
IF 2.7 3区 生物学 Q2 PLANT SCIENCES Pub Date : 2024-04-22 DOI: 10.1002/aps3.11580
Weixuan Ning, Heidi M. Meudt, Jennifer A. Tate

Phylogenetic inference of polyploid species is the first step towards understanding their patterns of diversification. In this paper, we review the challenges and limitations of inferring species relationships of polyploid plants using traditional phylogenetic sequencing approaches, as well as the mischaracterization of the species tree from single or multiple gene trees. We provide a roadmap to infer interspecific relationships among polyploid lineages by comparing and evaluating the application of current phylogenetic, phylogenomic, transcriptomic, and whole-genome approaches using different sequencing platforms. For polyploid species tree reconstruction, we assess the following criteria: (1) the amount of prior information or tools required to capture the genetic region(s) of interest; (2) the probability of recovering homeologs for polyploid species; and (3) the time efficiency of downstream data analysis. Moreover, we discuss bioinformatic pipelines that can reconstruct networks of polyploid species relationships. In summary, although current phylogenomic approaches have improved our understanding of reticulate species relationships in polyploid-rich genera, the difficulties of recovering reliable orthologous genes and sorting all homeologous copies for allopolyploids remain a challenge. In the future, assembled long-read sequencing data will assist the recovery and identification of multiple gene copies, which can be particularly useful for reconstructing the multiple independent origins of polyploids.

多倍体物种的系统发育推断是了解其多样化模式的第一步。在本文中,我们回顾了利用传统系统发育测序方法推断多倍体植物物种关系所面临的挑战和局限性,以及单基因树或多基因树对物种树的错误描述。我们通过比较和评估当前使用不同测序平台的系统发生学、系统基因组学、转录组学和全基因组学方法的应用,为推断多倍体系间的种间关系提供了一个路线图。对于多倍体物种树的重建,我们评估了以下标准:(1) 捕获感兴趣的遗传区域所需的先验信息或工具的数量;(2) 恢复多倍体物种同源物的概率;(3) 下游数据分析的时间效率。此外,我们还讨论了可重建多倍体物种关系网络的生物信息学管道。总之,尽管目前的系统发生组学方法提高了我们对富含多倍体属中网状物种关系的理解,但恢复可靠的直向同源基因和对异源多倍体的所有同源拷贝进行分类的困难仍然是一个挑战。未来,组装的长序列测序数据将有助于恢复和鉴定多基因拷贝,这对于重建多倍体的多个独立起源尤其有用。
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引用次数: 0
An inexpensive moist chamber culture technique for finding microbiota on live tree bark 在活树皮上寻找微生物群的廉价湿室培养技术
IF 3.6 3区 生物学 Q1 Agricultural and Biological Sciences Pub Date : 2024-04-16 DOI: 10.1002/aps3.11578
Ashley P. Bordelon, Harold W. Keller, Angela R. Scarborough

Premise

Traditional moist chamber cultures (MCs) prepared in aseptic laboratory environments using sterile Petri dishes are commonly used to quantify the microbiota of rough-bark tree species and woody vines. MCs are typically expensive and may be difficult to make, so a less expensive option made from easily available supplies was developed. These cost-friendly MCs were compared with standard laboratory methods to demonstrate their efficacy.

Methods and Results

Modified MCs were made using inexpensive, store-bought supplies; compared to a standard laboratory setting, the modified MCs are shown to be less expensive with a faster setup time and larger size that facilitates a variety of tree and woody vine species. MC use resulted in the discovery of new species of fungi and myxomycetes with associated locality records. We provide detailed instructions for creating modified MCs, as well as a list of myxomycete species and their associated bark characteristics, pH values, and water-holding capacity.

Conclusions

This new, low-cost MC technique makes the study of microbiota more inclusive and accessible for those in research laboratories, classrooms, and homes, including both amateurs and professionals. MCs are easy to prepare, versatile, and applicable for many areas of botany and the biological sciences, potentially allowing exploration into unexplored areas in urban ecosystems.

前提 传统的湿室培养物(MCs)是在无菌实验室环境中使用无菌培养皿制备的,通常用于量化粗皮树种和木本藤本植物的微生物区系。MC 通常价格昂贵且难以制作,因此我们开发了一种用容易获得的材料制作的价格较低的方法。将这些成本低廉的 MC 与标准实验室方法进行了比较,以证明其功效。 方法与结果 使用商店购买的廉价用品制作了改良 MC;与标准实验室设置相比,改良 MC 的成本更低,设置时间更短,体积更大,有利于多种树木和木质藤本植物的生长。使用 MC 发现了新的真菌和粘菌物种,并记录了相关地点。我们提供了制作改良 MC 的详细说明,以及木霉菌种类及其相关树皮特征、pH 值和持水能力的列表。 结论 这种新的、低成本的 MC 技术使微生物区系的研究更具包容性,更便于研究实验室、教室和家庭中的业余爱好者和专业人员使用。微生物菌群易于制备,用途广泛,适用于植物学和生物科学的许多领域,可用于探索城市生态系统中尚未开发的领域。
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引用次数: 0
A machine learning approach to study plant functional trait divergence 研究植物功能性状差异的机器学习方法
IF 2.7 3区 生物学 Q2 PLANT SCIENCES Pub Date : 2024-04-05 DOI: 10.1002/aps3.11576
Sambadi Majumder, Chase M. Mason

Premise

Plant functional traits are often used to describe the spectra of ecological strategies used by different species. Here, we demonstrate a machine learning approach for identifying the traits that contribute most to interspecific phenotypic divergence in a multivariate trait space.

Methods

Descriptive and predictive machine learning approaches were applied to trait data for the genus Helianthus, including random forest and gradient boosting machine classifiers and recursive feature elimination. These approaches were applied at the genus level as well as within each of the three major clades within the genus to examine the variability in the major axes of trait divergence in three independent species radiations.

Results

Machine learning models were able to predict species identity from functional traits with high accuracy, and differences in functional trait importance were observed between the genus and clade levels indicating different axes of phenotypic divergence.

Conclusions

Applying machine learning approaches to identify divergent traits can provide insights into the predictability or repeatability of evolution through the comparison of parallel diversifications of clades within a genus. These approaches can be implemented in a range of contexts across basic and applied plant science from interspecific divergence to intraspecific variation across time, space, and environmental conditions.

前提植物的功能性状经常被用来描述不同物种所采用的生态策略。在此,我们展示了一种机器学习方法,用于识别在多变量性状空间中对种间表型差异贡献最大的性状。方法将描述性和预测性机器学习方法应用于Helianthus属的性状数据,包括随机森林和梯度提升机器分类器以及递归特征消除。结果机器学习模型能够从功能性状高精度地预测物种身份,在属和支系水平上观察到功能性状重要性的差异,表明表型分化的不同轴线。结论应用机器学习方法识别分歧性状,可以通过比较属内支系的平行多样化,深入了解进化的可预测性或可重复性。这些方法可应用于植物基础科学和应用科学的各种领域,从种间分化到种内变异,跨越时间、空间和环境条件。
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引用次数: 0
期刊
Applications in Plant Sciences
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