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Car-Mounted Airborne eDNA Sampling Detects Landscape Scale Biodiversity Turnover Along Environmental Gradients. 车载机载eDNA采样检测沿环境梯度的景观尺度生物多样性周转。
IF 5.9 1区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2026-10-01 DOI: 10.1111/1755-0998.70217
Joshua P Newton, Morten E Allentoft, Philip W Bateman, Simon Ferrier, Philip F Thomsen, Paul Nevill

Documenting accelerating global biodiversity decline requires monitoring tools that can operate across large spatial scales and repeated timeframes. Analysis of airborne environmental DNA (eDNA) is an emerging method used to track species distributions, but it is unknown whether airborne eDNA retains coherent ecological signals across terrestrial landscapes, or whether atmospheric mixing and DNA transport make it too spatially diffuse to resolve meaningful macroecological patterns. To address this question, we conducted a biodiversity survey using car-mounted airborne eDNA sampling along a repeated 1155 km route across south-western Western Australia, spanning the Southwest Australian biodiversity hotspot and adjacent inland regions. This extensive and environmentally heterogeneous region faces ongoing pressures from habitat loss, invasive species and climate change, highlighting the need for scalable biodiversity monitoring approaches. Samples were collected at ~26 km intervals and analysed using metabarcoding assays targeting plants, vertebrates and arthropods, with generalised dissimilarity modelling used to assess environmental drivers of community turnover. We detected a broad range of plants and animals, including species of ecological and biosecurity importance. Different taxonomic groups showed distinct spatial scales of airborne eDNA community similarity and beta diversity was structured primarily by habitat and environmental gradients rather than geographic distance alone. This indicates that airborne eDNA did not simply reflect spatially homogenised biological material but retained ecological structure informative of macroecological patterns. Together, these findings demonstrate that car-mounted airborne eDNA can recover ecologically meaningful patterns of community turnover across heterogeneous terrestrial landscapes and support landscape-scale biodiversity assessment.

记录全球生物多样性加速下降需要能够跨大空间尺度和重复时间框架运行的监测工具。空气环境DNA (eDNA)分析是一种用于追踪物种分布的新兴方法,但尚不清楚空气环境DNA是否在陆地景观中保留了连贯的生态信号,或者大气混合和DNA运输是否使其在空间上过于分散而无法解决有意义的宏观生态模式。为了解决这个问题,我们进行了一项生物多样性调查,利用车载机载eDNA采样沿着1155公里的重复路线穿越西澳大利亚州西南部,跨越澳大利亚西南部生物多样性热点和邻近的内陆地区。这一广阔而环境异质性的地区面临着栖息地丧失、物种入侵和气候变化的持续压力,因此需要可扩展的生物多样性监测方法。每隔约26公里收集一次样本,利用以植物、脊椎动物和节肢动物为目标的元条形码分析,利用广义差异模型评估群落更替的环境驱动因素。我们发现了种类繁多的动植物,包括对生态和生物安全具有重要意义的物种。不同分类类群的空中eDNA群落相似性具有不同的空间尺度,β多样性主要由生境和环境梯度构成,而非地理距离。这表明空气中的eDNA不仅反映了空间上均质化的生物材料,还保留了宏观生态模式信息的生态结构。总之,这些发现表明车载机载eDNA可以在异质陆地景观中恢复有生态意义的群落更替模式,并支持景观尺度的生物多样性评估。
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引用次数: 0
Distinct Environmental DNA States Reveal Biodiversity and Transport Patterns Across Alpine Watersheds 不同的环境DNA状态揭示了高山流域生物多样性和运输模式。
IF 5.9 1区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2026-09-28 DOI: 10.1111/1755-0998.70207
Anish Kirtane, Enrico van der Loo, Zora Doppmann, Kristy Deiner

Environmental DNA (eDNA) exists in three states: membrane-bound, adsorbed and dissolved. These states differ in persistence and degradation, strongly influencing the interpretation of eDNA data. Despite this, they have rarely been separated and analyzed independently from environmental samples. We developed a state-sorting workflow to isolate and analyze them, applying it to samples from 221 sites from 58 streams across eight lake watersheds with COI and ITS metabarcoding, targeting metazoans and plants, respectively, to reveal differences in biodiversity content and transport dynamics. Our results show that all three states contain both shared and unique taxonomic diversity of metazoan eDNA. However, the plant eDNA was only detected in the membrane-bound state. For metazoans, membrane-bound eDNA contained 87.8% of observed ASVs, far exceeding the adsorbed (37.2%) and dissolved (20.5%) states. Only membrane-bound eDNA showed evidence of downstream transport, but its extent varied among watersheds due to local hydrology. While upstream eDNA was transported to stream–lake confluences, lake surface samples showed a turnover in community composition. Clarifying the fate of membrane-bound eDNA within lakes will enhance catchment-level detection from lake samples and understanding of lake hydrodynamics. Of the environmental parameters assessed, water temperature was most strongly aligned with changes in community composition between sites. Most previous studies have likely captured the majority of the eDNA diversity within their samples by inadvertently targeting the membrane-bound state. This study demonstrates the utility of eDNA state-sorting, but the methods require further refinement. Analyzing states independently improves the interpretation of eDNA data and elucidates the processes governing eDNA fate and transport.

环境DNA (eDNA)以三种状态存在:膜结合、吸附和溶解。这些状态在持久性和降解性方面存在差异,强烈影响eDNA数据的解释。尽管如此,它们很少从环境样本中独立分离和分析。我们开发了一种状态分类工作流程来分离和分析它们,并将其应用于8个湖泊流域58条河流的221个站点,分别针对后生动物和植物,分别进行COI和ITS元条形码,以揭示生物多样性含量和运输动态的差异。我们的研究结果表明,这三种状态都包含了共同的和独特的后生动物eDNA分类多样性。然而,植物eDNA仅在膜结合状态下被检测到。对于后生动物,膜结合eDNA含有87.8%的观察到的asv,远远超过吸附(37.2%)和溶解(20.5%)状态。只有膜结合的eDNA显示了下游运输的证据,但由于当地水文的不同,其程度在流域之间有所不同。上游eDNA迁移至河湖汇合处时,表层样品群落组成发生变化。澄清湖泊中膜结合eDNA的命运将提高湖泊样本的流域水平检测和对湖泊流体动力学的理解。在评估的环境参数中,水温与群落组成的变化关系最为密切。大多数先前的研究可能通过无意中靶向膜结合状态而捕获了样本中的大多数eDNA多样性。这项研究证明了eDNA状态分类的实用性,但方法需要进一步完善。独立分析状态改善了对eDNA数据的解释,并阐明了控制eDNA命运和运输的过程。
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引用次数: 0
Simultaneous Inference of Flora-Wide Nuclear and Plastid Phylogenies Using Angiosperms353 Sequence Capture Data 利用被子植物353序列捕获数据同时推断植物的核和质体系统发育。
IF 5.9 1区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2026-09-28 DOI: 10.1111/1755-0998.70202
Sébastien Miche, Charles Pouchon, Camille Christe, Anna Marcionetti, Maya Wells, Yamama Naciri, Nicolas Wyler, Mathieu Perret

Accurate knowledge of phylogenetic relationships and divergence time among plant species composing a regional flora is crucial for understanding the origin of the biodiversity patterns we observe today. Despite advances in phylogenomics, resources available for reconstructing regional phylogenies are still largely incomplete and poorly resolved at the species level. We developed a workflow to assemble a phylogenetic dataset for a regional flora using Angiosperms353 target-enrichment and high-throughput genome sequencing. We sampled tissues from freshly collected plants and herbarium specimens representing the angiosperm diversity of the Geneva canton in Switzerland (1098 species). We used ORTHOSKIM to recover targeted nuclear genes and plastid loci from off-target reads, estimated relationships and time divergence using IQTREE, weighted-ASTRAL and treePL, and compared the results obtained from nuclear and plastid genes. We recovered a mean of 289 nuclear and 54 plastid genes for 1316 taxa, representing 92% of the species native to the Geneva canton. We demonstrate that nuclear genes provide increased resolution and phylogenetic support, but similar divergence time estimates compared to plastomes. Our workflow based on Angiosperms353 data provides a phylogenetic framework for an entire regional flora that is consistent with current systematic knowledge and more resolved and complete at the infrageneric level than trees obtained from phylogenetic resources available for angiosperms. This type of genomic data opens perspectives for fine-scale biodiversity and conservation research that integrates evolutionary history.

准确了解组成区域植物区系的植物物种之间的系统发育关系和分化时间对于理解我们今天所观察到的生物多样性模式的起源至关重要。尽管系统基因组学取得了进展,但用于重建区域系统发生的资源仍然很大程度上是不完整的,并且在物种水平上解决得很差。我们开发了一个工作流程,利用Angiosperms353靶点富集和高通量基因组测序来组装一个区域植物群的系统发育数据集。我们采集了代表瑞士日内瓦州被子植物多样性的新鲜植物和标本馆标本(1098种)。我们使用ORTHOSKIM从脱靶reads中恢复目标核基因和质体位点,使用IQTREE、weighted-ASTRAL和treePL估计关系和时间散度,并比较核基因和质体基因的结果。在1316个分类群中平均恢复了289个核基因和54个质体基因,占日内瓦州原生物种的92%。我们证明核基因提供了更高的分辨率和系统发育支持,但与质体相比,相似的分化时间估计。我们基于Angiosperms353数据的工作流程为整个区域植物区系提供了一个系统发育框架,该框架与当前的系统知识一致,并且比从被子植物系统发育资源中获得的树更具有分辨率和完整性。这种类型的基因组数据为整合进化历史的精细尺度生物多样性和保护研究开辟了前景。
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引用次数: 0
A Genomic Tool to Tackle Cryptic Diversity Demonstrates the Potential for Off-Target Use of GT-Seq Panels 一个基因组工具来解决隐性多样性证明了GT-Seq面板脱靶使用的潜力。
IF 5.9 1区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2026-09-24 DOI: 10.1111/1755-0998.70203
Amanda S. Ackiss, Mark R. Vinson, Ann J. Ropp, Kristen M. Gruenthal, Trevor J. Krabbenhoft, Joseph V. Siegel, Wendylee Stott, Daniel L. Yule, Wesley A. Larson

A comprehensive understanding of life history is vital to successful species conservation and management. When different life history stages are accompanied by considerable morphological or cryptic variation, such as the egg and larval phases exhibited by most fishes, genomic tools are essential for identifying species so that early-life ecology questions can be studied. Genotyping-in-thousands by sequencing (GT-seq) has recently emerged as a targeted and efficient approach for species identification. We leveraged existing genomic and transcriptomic data to develop a GT-seq panel capable of differentiating the members of the Coregonus artedi complex, a radiation of salmonids in the Laurentian Great Lakes whose members are indistinguishable with mitochondrial DNA barcoding loci and are the focus of bi-national conservation initiatives. Our panel of 494 loci was able to assign fishes in the C. artedi complex to species and lake. We examined cross-amplification in other coregonines with overlapping distributions and found that congeneric Lake Whitefish (C. clupeaformis) cross-amplified at 94% of loci and confamilial Round and Pygmy Whitefish (Prosopium spp.) cross-amplified at 42% and 38% of loci, respectively. We adapted bioinformatic probes to account for Prosopium-specific variants including 22 new SNPs and developed a whitelist of 428 SNPs capable of distinguishing these whitefishes. Finally, we demonstrated performance by identifying 3066 coregonine larvae and juveniles collected in spring 2019–2021 from Lake Superior. These results hold promise for future insights into the species-specific ecology of early life coregonines and demonstrate the flexibility of GT-seq panels, which may cross-amplify hundreds of informative genome-wide loci in related taxa.

全面了解生命史对物种保护和管理的成功至关重要。当不同的生活史阶段伴随着相当大的形态或隐藏变化时,例如大多数鱼类所表现出的卵和幼虫阶段,基因组工具对于识别物种是必不可少的,以便研究早期生命生态学问题。基因分型的数千测序(GT-seq)是最近出现的一种有针对性的和有效的方法,物种鉴定。我们利用现有的基因组和转录组学数据开发了一个能够区分Coregonus artedi复合体成员的gs -seq面板,Coregonus artedi复合体是劳伦森五大湖鲑科的一种辐射,其成员与线粒体DNA条形码位点无法区分,是两国保护计划的重点。我们的494个基因座小组能够将C. artedi复合体中的鱼类分配到物种和湖泊。在其他分布重叠的同族白鱼中,发现湖白鱼(C. clupeaformis)的交叉扩增位点为94%,圆白鱼和俾格米白鱼(Prosopium spp.)的交叉扩增位点分别为42%和38%。我们采用生物信息学探针来解释包括22个新的snp在内的鳌鱼特异性变异,并开发了一个428个能够区分这些白鱼的snp的白名单。最后,我们通过鉴定2019-2021年春季从苏必利尔湖采集的3066只coregonine幼虫和幼鱼来证明其性能。这些结果为未来深入了解早期生命共同基因的物种特异性生态学提供了希望,并证明了GT-seq面板的灵活性,它可能交叉扩增相关分类群中数百个信息丰富的全基因组位点。
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引用次数: 0
Substrate-Dependent Variation in Environmental DNA Persistence and Degradation From a Small Mammal 一种小型哺乳动物的环境DNA持久性和降解的底物依赖性变异。
IF 5.9 1区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2026-09-22 DOI: 10.1111/1755-0998.70205
Austin M. Guthrie, Christine E. Cooper, Philip W. Bateman, Mieke van der Heyde, Morten E. Allentoft, Paul Nevill

Environmental DNA (eDNA) analyses have been applied to terrestrial environments for over a decade, yet knowledge of the dynamics of eDNA deposition, movement and degradation remains limited. To address this, we conducted a controlled experiment over 1 year to assess the persistence of eDNA from an arboreal mammal across four substrates (water, sediment, sheltered nest-box surfaces, and exposed nest-box surfaces). Environmental DNA deposited by captive individuals was sampled repeatedly following removal of animals and analysed using both species-specific qPCR and metabarcoding. We modelled degradation using quantitative decay, detection probability, and conditional decay frameworks, and applied a random breakage model to estimate theoretical fragment persistence. Decay followed first-order exponential kinetics in water and on nest box surfaces but not in sediment, which exhibited high stochasticity. We observed a large difference in degradation rates between substrates, with exponential decay models revealing half-lives ranging from 7.3 days in water to 276 days on sheltered internal surfaces. Rapid decay in water restricted detections to approximately 77 days, while persistence models predicted that sheltered surfaces could retain detectable DNA for more than 4 years (> 1700 days), indicating the potential for prolonged accumulation of legacy DNA in protected environments. While species-specific qPCR offered higher sensitivity than metabarcoding, both methods had parallel decay patterns. Our findings indicate that substrate selection is a critical decision when designing an eDNA survey, as there is a trade-off between maximising detection probability and maintaining temporal resolution.

环境DNA (eDNA)分析已经在陆地环境中应用了十多年,但对eDNA沉积、运动和降解动力学的了解仍然有限。为了解决这个问题,我们进行了一项为期一年的对照实验,以评估一种树栖哺乳动物的eDNA在四种基质(水、沉积物、遮蔽的巢箱表面和暴露的巢箱表面)上的持久性。圈养个体在移除动物后反复取样环境DNA,并使用物种特异性qPCR和元条形码进行分析。我们使用定量衰减、检测概率和条件衰减框架对退化进行建模,并应用随机破碎模型来估计理论碎片持久性。在水中和巢箱表面的衰变服从一阶指数动力学,而在沉积物中则不服从,表现出较高的随机性。我们观察到不同基质的降解率差异很大,指数衰减模型显示半衰期从水中的7.3天到遮蔽内表面的276天不等。水中的快速衰减将检测限制在大约77天内,而持久性模型预测,受保护的表面可以保留可检测的DNA超过4年(约1700天),这表明在受保护的环境中,遗留DNA可能会长期积累。虽然物种特异性qPCR比元条形码具有更高的灵敏度,但两种方法具有平行的衰变模式。我们的研究结果表明,在设计eDNA调查时,底物选择是一个关键的决定,因为在最大化检测概率和保持时间分辨率之间存在权衡。
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引用次数: 0
Comparing the Performance of Double-Stranded and Single-Stranded DNA Libraries for Ancient Oral Microbiome Reconstruction 双链和单链DNA文库重建古代口腔微生物组的性能比较。
IF 5.9 1区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2026-09-21 DOI: 10.1111/1755-0998.70201
Keri Burge, Irina M. Velsko, Domingo C. Salazar-García, María Haber Uriarte, Joaquín Lomba Maurandi, Christina Warinner

DNA library construction methods can affect the recovery of ancient DNA, thus influencing downstream analyses. While single-stranded library preparation (ssLib) has been shown to outperform double-stranded (dsLib) for highly degraded vertebrate host DNA, especially for samples older than 40,000 years, few studies have examined how library protocols shape ancient microbial community reconstruction. Here, we compare the sequencing output of paired ssLib and dsLib dental calculus libraries generated from 12 Neanderthals and two Chalcolithic humans, prepared using implementations of the Gansauge et al. and Meyer and Kircher protocols, respectively, and sequenced with identical Illumina chemistry. We compared read length and GC%, read duplication and taxonomic profiles across normalization strategies to assess protocol-specific biases. Double-stranded libraries retained a significantly higher proportion of sequenced reads throughout data processing (dsLib 72.1%, ssLib 37.9%), a higher proportion of oral reads (dsLib 9.78%, ssLib 6.75%), significantly longer median oral DNA read lengths (dsLib 57.5 bp, ssLib 50.5 bp) and more GC-rich fragments (dsLib 60.5% GC, ssLib 52.5% GC). In contrast, ssLibs exhibited slightly higher Shannon diversity and a greater proportion of unique reads. Despite these differences, species richness and overall community composition was not significantly different between protocols, with individual and preservation status explaining the most variance. Stratifying reads by length (< 50 bp vs. ≥ 50 bp) resulted in different classification rates but only had minor effects on diversity estimates. Together, these results demonstrate that dsLib and ssLib protocols impose distinct trade-offs and library choice should be guided by study-specific goals.

DNA文库构建方法会影响古代DNA的恢复,从而影响下游分析。虽然单链文库制备(ssLib)已被证明在高度降解的脊椎动物宿主DNA中优于双链(dsLib),特别是对于40,000年以上的样本,但很少有研究研究文库方案如何影响古代微生物群落的重建。在这里,我们比较了来自12名尼安德特人和2名铜石器时代人类的配对ssLib和dsLib牙石文库的测序结果,这些文库分别使用Gansauge等人和Meyer和Kircher等人的方案制备,并使用相同的Illumina化学方法进行测序。我们比较了不同规范化策略的读长度和GC%、读重复和分类概况,以评估特定于协议的偏差。在整个数据处理过程中,双链文库保留了较高比例的测序片段(dsLib 72.1%, ssLib 37.9%),较高比例的口腔片段(dsLib 9.78%, ssLib 6.75%),较长的中位口腔DNA读取长度(dsLib 57.5 bp, ssLib 50.5 bp)和更多富含GC的片段(dsLib 60.5% GC, ssLib 52.5% GC)。相比之下,ssLibs表现出稍高的Shannon多样性和较大的独特reads比例。尽管存在这些差异,但不同方案之间的物种丰富度和总体群落组成差异不显著,个体和保护状况解释了最大的差异。按长度分层读取(
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引用次数: 0
Surveying Biodiverse Coral Reef Ecosystems Across the Tree of Life With Environmental DNA 利用环境DNA调查生命之树中的生物多样性珊瑚礁生态系统。
IF 5.9 1区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2026-09-18 DOI: 10.1111/1755-0998.70196
Van Wishingrad, Brian W. Bowen, Robert J. Toonen

A central challenge in evaluating biodiversity using environmental DNA (eDNA) metabarcoding is that each primer set has biases resulting in selective amplification of taxonomic diversity. Here we test 11 primer pairs to assess Central Pacific coral reef diversity in the five kingdoms of marine eukaryotes: Chromista, Fungi, Metazoa, Plantae and Protozoa. Zero-width OTUs (ZOTUs) were compared to public sequence databases and resolved to the finest taxonomic rank possible. Across all primers, we recovered 421 distinct taxa from five kingdoms in 35 phyla, comprising 62 classes. The number of taxa and taxonomic groups recovered varied widely. Nearly all primers recovered a large fraction of metazoan taxa, and several also recovered a large portion of taxa belonging to Chromista. Based on our results, most primers we tested here can be clustered into four groups: (1) the ‘fish’ primers, specialized for fishes, (2) the ‘diverse’ primers, which recover the highest number of identifications at lower taxonomic levels, (3) the ‘general’ primers, which perform moderately well across the tree of life, and (4) the algae primers. Taxonomic assignments tended to decrease with taxonomic rank, from 86%–100% at the phylum level to 35%–77% at the species level. Primers specialized for specific groups (i.e., fishes) tended to recover fewer taxa at higher taxonomic resolution, while more general primers tended to recover more taxa, though at lower taxonomic resolution. While each primer set proved uniquely informative for some taxa, the taxon recovery profiles provided here should aid researchers in matching the taxonomic specificity of environmental metabarcoding primers with research questions of interest.

利用环境DNA (eDNA)元条形码评估生物多样性的一个核心挑战是,每个引物集都有偏见,导致分类多样性的选择性扩增。本文对11对引物进行了测试,以评估中太平洋珊瑚礁中真核生物的多样性,包括真核生物、真菌、后生动物、植物和原生动物。将零宽度OTUs (ZOTUs)与公共序列数据库进行比较,并解析到尽可能好的分类等级。在所有引物中,我们恢复了5个界35门62纲421个不同的分类群。恢复的分类群和分类群数量差异很大。几乎所有引物都恢复了很大一部分后生动物分类群,一些引物也恢复了很大一部分属于Chromista的分类群。根据我们的结果,我们在这里测试的大多数引物可以归为四类:(1)“鱼”引物,专门用于鱼类;(2)“多样化”引物,在较低的分类水平上恢复最多的鉴定;(3)“一般”引物,在整个生命树中表现一般;(4)藻类引物。分类归属随分类等级的增加而降低,从门水平的86% ~ 100%下降到种水平的35% ~ 77%。针对特定类群(如鱼类)的引物往往在较高的分类分辨率下恢复较少的分类群,而更一般的引物往往在较低的分类分辨率下恢复较多的分类群。虽然每个引物集被证明对某些分类群具有独特的信息,但这里提供的分类群恢复概况应有助于研究人员将环境元条形码引物的分类特异性与感兴趣的研究问题相匹配。
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引用次数: 0
Is There a Fly in My Soup? To What Extent Do Metabarcoding and Individual Barcoding Tell the Same Story? 我的汤里有苍蝇吗?元条形码和个人条形码在多大程度上是相同的?
IF 5.9 1区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2026-09-11 DOI: 10.1111/1755-0998.70195
Brendan Furneaux, Tomas Roslin, Bess Hardwick, Deirdre Kerdraon, Hannu Autto, Gaia Banelyte, Jeremy R. deWaard, Stephanie L. deWaard, Arielle Farrell, Oula Kalttopää, Erik Kristensen, Hanna M. K. Rogers, Jayme E. Sones, Evgeny V. Zakharov, Otso Ovaskainen
<p>Metabarcoding has become the method of choice for characterizing complex arthropod communities. The extent to which metabarcoded bulk samples will recover the same community composition as individual sequencing of all individuals in the sample remains poorly quantified. Biases such as unequal extraction of DNA from different taxa, primer mismatches and non-random PCR may cause the selective drop-out of species from metabarcoding data. At the same time, DNA metabarcoding may reveal arthropod taxa present not as individuals, but as DNA residues on the surface or in the gut of insects. To quantify the consistency in sample contents established by different means, we metabarcoded 45 bulk insect samples, then extracted all arthropods and sequenced them individually. Metabarcoding targeted 418 bp at the 3′ end of the Folmer barcoding region, while individual barcodes captured the entire 658 bp Folmer region. The metabarcoding workflow, including PCR amplification, sequencing and bioinformatics, was performed in three replicates from three separate lysate aliquots per sample. For the main analyses, sequences were assigned to Barcode Index Numbers (BINs) as identical taxonomic categories across data types, thereby allowing the detection of even rare but biologically true taxa. Since such reference-based validation will be unavailable to any researcher dealing with metabarcoding data alone, we validated our key findings through an alternative workflow, i.e., de novo clustering of sequences. We found that metabarcoding is replicable, as different replicates of the same sample recover similar species richness and composition. Individual barcoding and metabarcoding provide similar impressions of relative differences in community structure: species-rich vs. species-poor samples rank similarly among data types (Spearman's <i>⍴</i> = 0.88–0.99) as do differences in relative dissimilarity between sample pairs (Spearman's <i>⍴</i> = 0.55–0.90). Dissimilarity between data types varies with BIN richness in the sample, but this relationship reflects nestedness rather than turnover: metabarcoding recovers the same set of core species as individual barcoding but adds hundreds of species on top. Any BIN recovered as an individual occurred with high probability in the metabarcoding data, and any BIN found in high read abundances by metabarcoding was likely found as an individual (<i>p</i> > 0.8). In terms of abundances, the number of individual insects per BIN was well predicted by the number of metabarcoding reads (<i>R</i><sup>2</sup> > 0.68 for a model including taxonomy as a random effect). Our analysis suggests that metabarcoding data will be informative of the sample contents in terms of arthropod species richness, composition and taxon-specific abundances. Taxa recovered in low copy numbers in metabarcoding sequence data will likely represent DNA left as residues from past biotic interactions. Barring sequencing errors, both types of data yield biologica
元条形码已成为表征复杂节肢动物群落的首选方法。元条形码大样本在多大程度上能恢复与样本中所有个体的个体测序相同的群落组成,目前仍难以量化。不同分类群的DNA提取不均等、引物不匹配和非随机PCR等偏差可能导致物种从元条形码数据中选择性退出。同时,DNA元条形码可能揭示节肢动物类群不是以个体的形式存在,而是以昆虫表面或肠道内的DNA残基形式存在。为了量化不同方法建立的样品含量的一致性,我们对45份昆虫大样本进行元条形码编码,然后提取所有节肢动物并分别测序。元条形码在Folmer条形码区域的3 '端捕获418 bp,而单个条形码捕获整个658 bp的Folmer区域。元条形码工作流程,包括PCR扩增,测序和生物信息学,在每个样品的三个分离的裂解液中进行三个重复。在主要分析中,序列被分配到条形码索引号(Barcode Index Numbers, bin),作为跨数据类型的相同分类类别,从而可以检测到罕见但生物学上真实的分类群。由于这种基于参考的验证对于任何单独处理元条形码数据的研究人员来说都是不可用的,因此我们通过另一种工作流程验证了我们的关键发现,即从头开始的序列聚类。我们发现元条形码是可复制的,因为同一样本的不同重复可以恢复相似的物种丰富度和组成。个体条形码和元条形码对群落结构的相对差异提供了相似的印象:物种丰富与物种贫乏的样本在数据类型中的排名相似(Spearman’s),样本对之间的相对不相似性差异也是如此(Spearman’s) = 0.55-0.90。数据类型之间的差异随着样本中BIN丰富度的变化而变化,但这种关系反映了嵌套性而不是更替:元条形码恢复了与单个条形码相同的一组核心物种,但在上面增加了数百种物种。任何作为个体恢复的BIN在元条形码数据中都有很高的概率出现,并且通过元条形码发现的高读取丰度的BIN很可能是作为个体发现的(p > 0.8)。在丰度方面,每个BIN的昆虫个体数可以通过元条形码读取数很好地预测(R2 > 0.68,对于包括分类作为随机效应的模型)。我们的分析表明,元条形码数据将在节肢动物物种丰富度、组成和分类群特异性丰度方面提供样本内容的信息。元条形码序列数据中低拷贝数的分类群可能代表过去生物相互作用留下的DNA残基。除测序错误外,这两种类型的数据都能产生对源群落中存在的分类群的生物学相关见解。
{"title":"Is There a Fly in My Soup? To What Extent Do Metabarcoding and Individual Barcoding Tell the Same Story?","authors":"Brendan Furneaux,&nbsp;Tomas Roslin,&nbsp;Bess Hardwick,&nbsp;Deirdre Kerdraon,&nbsp;Hannu Autto,&nbsp;Gaia Banelyte,&nbsp;Jeremy R. deWaard,&nbsp;Stephanie L. deWaard,&nbsp;Arielle Farrell,&nbsp;Oula Kalttopää,&nbsp;Erik Kristensen,&nbsp;Hanna M. K. Rogers,&nbsp;Jayme E. Sones,&nbsp;Evgeny V. Zakharov,&nbsp;Otso Ovaskainen","doi":"10.1111/1755-0998.70195","DOIUrl":"https://doi.org/10.1111/1755-0998.70195","url":null,"abstract":"&lt;p&gt;Metabarcoding has become the method of choice for characterizing complex arthropod communities. The extent to which metabarcoded bulk samples will recover the same community composition as individual sequencing of all individuals in the sample remains poorly quantified. Biases such as unequal extraction of DNA from different taxa, primer mismatches and non-random PCR may cause the selective drop-out of species from metabarcoding data. At the same time, DNA metabarcoding may reveal arthropod taxa present not as individuals, but as DNA residues on the surface or in the gut of insects. To quantify the consistency in sample contents established by different means, we metabarcoded 45 bulk insect samples, then extracted all arthropods and sequenced them individually. Metabarcoding targeted 418 bp at the 3′ end of the Folmer barcoding region, while individual barcodes captured the entire 658 bp Folmer region. The metabarcoding workflow, including PCR amplification, sequencing and bioinformatics, was performed in three replicates from three separate lysate aliquots per sample. For the main analyses, sequences were assigned to Barcode Index Numbers (BINs) as identical taxonomic categories across data types, thereby allowing the detection of even rare but biologically true taxa. Since such reference-based validation will be unavailable to any researcher dealing with metabarcoding data alone, we validated our key findings through an alternative workflow, i.e., de novo clustering of sequences. We found that metabarcoding is replicable, as different replicates of the same sample recover similar species richness and composition. Individual barcoding and metabarcoding provide similar impressions of relative differences in community structure: species-rich vs. species-poor samples rank similarly among data types (Spearman's &lt;i&gt;⍴&lt;/i&gt; = 0.88–0.99) as do differences in relative dissimilarity between sample pairs (Spearman's &lt;i&gt;⍴&lt;/i&gt; = 0.55–0.90). Dissimilarity between data types varies with BIN richness in the sample, but this relationship reflects nestedness rather than turnover: metabarcoding recovers the same set of core species as individual barcoding but adds hundreds of species on top. Any BIN recovered as an individual occurred with high probability in the metabarcoding data, and any BIN found in high read abundances by metabarcoding was likely found as an individual (&lt;i&gt;p&lt;/i&gt; &gt; 0.8). In terms of abundances, the number of individual insects per BIN was well predicted by the number of metabarcoding reads (&lt;i&gt;R&lt;/i&gt;&lt;sup&gt;2&lt;/sup&gt; &gt; 0.68 for a model including taxonomy as a random effect). Our analysis suggests that metabarcoding data will be informative of the sample contents in terms of arthropod species richness, composition and taxon-specific abundances. Taxa recovered in low copy numbers in metabarcoding sequence data will likely represent DNA left as residues from past biotic interactions. Barring sequencing errors, both types of data yield biologica","PeriodicalId":211,"journal":{"name":"Molecular Ecology Resources","volume":"26 7","pages":""},"PeriodicalIF":5.9,"publicationDate":"2026-09-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1111/1755-0998.70195","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148943199","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"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
Separating Faces in ARMS Metabarcoding Improves Marine Biodiversity Monitoring: A Comparison Across Protocols, Experimental Designs and Photographic Surveys ARMS元条形码中的人脸分离改进了海洋生物多样性监测:跨协议、实验设计和摄影调查的比较
IF 5.9 1区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2026-09-11 DOI: 10.1111/1755-0998.70188
Anne Chenuil, Elyna Bouchereau, Térence Legrand, Virgile Calvert, Cécile Chemin, Sandrine Chenesseau, Dorian Guillemain, José Miguel Gutiérrez Ortega, Anne Haguenauer, Michèle Leduc, Frédéric Legendre, Florent Marschal, Christian Marschal, Fatma Mirleau, Marjorie Selva, Laurent Vanbostal, Frédéric Zuberer, Pascal Mirleau, Laetitia Plaisance, Vincent Rossi, Sandrine Ruitton, Emese Meglécz, Vincent Dubut

Monitoring marine biodiversity requires approaches capable of capturing its spatial and temporal complexity. DNA metabarcoding coupled with Autonomous Reef Monitoring Structures (ARMS) is increasingly used for this purpose, yet most applications still pool all sessile fractions and rarely benchmark molecular outputs against photographic observations. Here, we combined photographic analysis with cytochrome c oxidase I (COI) metabarcoding across 10 north-western Mediterranean sites to compare and refine ARMS-based monitoring protocols. We first optimized laboratory procedures (DNA extraction and polymerase choice) and applied the control-driven, replicate-aware VTAM pipeline to minimize false positives and ensure traceability. We then conducted the first face-by-face comparison of α- and β-diversity between imaging and eDNA, metabarcoding each ARMS face separately rather than pooling samples. Metabarcoding detected ~15× higher site-level richness and revealed stronger correlations with geographic distance and environmental gradients—which stemmed from its finer taxonomic resolution—whereas photography provided complementary information on macro-taxa and surface cover. For metabarcoding, processing each face separately yielded much higher richness and stronger β-diversity–distance correlations than with the NOAA pooling protocol, demonstrating that pooling inflates sampling variance, weakening ecological signal. Grouping the 17 faces into five structural categories offered a more operational alternative while further increasing α-diversity and strengthening β-diversity correlations. Overall, our results show that retaining ARMS microhabitat structure is critical for maximizing metabarcoding performance. Using five structural sessile fractions per ARMS combined with a control-driven bioinformatic workflow provides a reproducible, scalable framework for long-term eDNA monitoring and early detection of biodiversity change.

监测海洋生物多样性需要能够捕捉其空间和时间复杂性的方法。DNA元条形码结合自主珊瑚礁监测结构(ARMS)越来越多地用于这一目的,但大多数应用仍然汇集了所有的无关节部分,很少对照片观察的分子输出进行基准测试。在这里,我们结合了10个地中海西北部站点的摄影分析和细胞色素c氧化酶I (COI)元条形码,以比较和完善基于arms的监测方案。我们首先优化了实验室程序(DNA提取和聚合酶选择),并应用了控制驱动、复制感知的VTAM管道,以最大限度地减少误报并确保可追溯性。然后,我们对成像和eDNA之间的α-和β-多样性进行了第一次面对面的比较,分别对每个ARMS面部进行元条形码编码,而不是汇集样本。元条形码检测到的丰富度高约15倍,与地理距离和环境梯度的相关性更强,这源于其更精细的分类分辨率,而摄影则提供了大分类群和地表覆盖的补充信息。对于元条形码,单独处理每个面得到的丰富度和β-多样性-距离相关性明显高于NOAA池化方案,表明池化放大了采样方差,削弱了生态信号。将17个面划分为5个结构类别提供了更具操作性的选择,同时进一步增加了α-多样性和加强了β-多样性的相关性。总的来说,我们的研究结果表明,保留ARMS微生境结构对于最大化元条形码性能至关重要。每个ARMS使用5个结构无柄部分,结合控制驱动的生物信息学工作流程,为长期eDNA监测和早期发现生物多样性变化提供了可重复的、可扩展的框架。
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引用次数: 0
Combining Annotation Software to Identify Orthologous Genes (CASIO) Provides a New Dataset of Orthologous Genes for Swallowtail Butterflies 结合注释软件鉴定同源基因(CASIO)为燕尾蝶提供了一个新的同源基因数据集。
IF 5.9 1区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2026-09-09 DOI: 10.1111/1755-0998.70161
Gwenaelle Vigo, Benjamin Penaud, Eliette L. Reboud, Fabien L. Condamine, Benoit Nabholz

With the massive increase in genomic resources, it is becoming increasingly popular to analyse thousands of loci across many species. However, many of the available genomes are not annotated, which hinders an efficient search for orthologous protein-coding genes. Here, we aim to develop a semi-automated pipeline and compare four genomic annotation methods (BRAKER2, BUSCO, Miniprot and Scipio). Our results highlight the importance of integrating multiple annotation tools to optimise ortholog detection and improve genomic studies. Each annotation method showed different strengths. BRAKER2 annotated a substantial number of genes. BUSCO, despite limitations inherent to its reference database, identified a higher number of orthologs. Miniprot exhibited notable flexibility in accommodating diverse protein datasets, whereas Scipio successfully recovered a considerable set of genes that were not detected by the other tools. The combination of these tools allowed for more comprehensive ortholog detection. Taking advantage of this pipeline, we developed a comprehensive dataset of orthologous genes for swallowtail butterflies (Lepidoptera: Papilionidae), called Papilionidae_odb, which will facilitate future studies, especially for a non-model group with abundant genomic data and few transcriptomic resources. We tested Papilionidae_odb by inferring a robust phylogenetic framework for Leptocircini using 142 complete genomes, which improved branch support for some phylogenetic relationships, although challenges remained in resolving relationships within certain species groups, likely due to rapid radiations. Our results highlight the complementary nature of the annotation methods and suggest that combining these tools can yield more accurate results in genomic research. This approach was implemented in a Snakemake workflow called CASIO (Combining Annotation Software to Identify Orthologous genes) and can easily be applied to other non-model groups to improve genomic datasets in diverse taxa where transcriptomic resources are still limited.

随着基因组资源的大量增加,对许多物种的数千个基因座进行分析变得越来越流行。然而,许多可用的基因组没有注释,这阻碍了对同源蛋白质编码基因的有效搜索。在这里,我们的目标是开发一个半自动化的流水线,并比较四种基因组注释方法(BRAKER2, BUSCO, Miniprot和Scipio)。我们的研究结果强调了集成多个注释工具以优化同源检测和改进基因组研究的重要性。每种标注方法表现出不同的优势。BRAKER2注释了大量的基因。尽管其参考数据库存在固有的局限性,但BUSCO识别出了更多的同源物。Miniprot在适应不同蛋白质数据集方面表现出显著的灵活性,而Scipio成功地恢复了其他工具无法检测到的大量基因。这些工具的组合允许更全面的正交检测。利用这一渠道,我们建立了一个完整的蝶尾蝶(鳞翅目:蝶科)的同源基因数据集,称为Papilionidae_odb,这将有助于未来的研究,特别是对于基因组数据丰富而转录组资源较少的非模型群体。我们对Papilionidae_odb进行了测试,通过使用142个完整的基因组推断出钩端纤毛虫的强大系统发育框架,这改善了对一些系统发育关系的分支支持,尽管在解决某些物种群体内的关系方面仍然存在挑战,可能是由于快速辐射。我们的研究结果突出了注释方法的互补性,并表明将这些工具结合起来可以在基因组研究中产生更准确的结果。该方法在名为CASIO(结合注释软件识别同源基因)的蛇makake工作流程中实现,并且可以很容易地应用于其他非模型组,以改进转录组资源仍然有限的不同分类群的基因组数据集。
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