Species discrimination

物种歧视
  • 文章类型: Journal Article
    背景:乌头属物种,属于毛貂科,具有很高的药用重要性,但由于其过度开发而被列入IUCN(国际自然保护联盟)红色名单。乌头属物种的精确鉴定同样重要,因为它们用于草药配方。本研究旨在开发一种有效的DNA条形码系统,用于乌头属物种的真实鉴定。
    结果:5种乌头属物种的一组92个条形码基因序列(包括本研究中开发的12个和从NCBI中检索的80个)(A。异叶,A.vialoceum,A.japonicum,A.napellus,和Stapfianum)使用三种方法(基于树的,基于距离,和基于相似性)的物种歧视。发现PWG距离方法对物种区分最有效。PWG-距离的判别率从33.3%(rbcL+trnH-psbA)到100%(ITS,rbcL+ITS,ITS+trnH-psbA和rbcL+ITS+trnH-psbA)。在DNA条形码及其组合中,ITS标记的物种歧视程度最高(NJ-40%,PWG-100%和BLAST-40%),其次是trnH-psbA(NJ-20%,PWG-60%和BLAST-20%)。与其他单个条形码及其组合相比,ITS还具有更高的条形码间隙。Further,我们还分析了六种乌头植物(A.balfourii,A.ferox,A.异叶树,A.rotundifolium,喜马拉雅西部的A.soongaricum和A.violaceum)。通过基于树的方法使用具有100%物种分辨率的ITS条形码基因清楚地区分这些物种。
    结论:ITS显示出最佳的物种辨别能力,并用于开发乌头属物种的物种特异性条形码。在本研究中开发的DNA条形码可用于鉴定乌头属物种。
    BACKGROUND: Aconitum species, belonging to Ranunculaceae, have high medicinal importance but due to their overexploitation come under IUCN (International Union for Conservation of Nature) red list. The precise identification of the Aconitum species is equally important because they are used in herbal formulations. The present study aimed to develop an efficient DNA barcode system for the authentic identification of Aconitum species.
    RESULTS: A set of 92 barcode gene sequences (including 12 developed during the present study and 80 retrieved from NCBI) of 5 Aconitum species (A. heterophyllum, A. vialoceum, A. japonicum, A. napellus, and A. stapfianum) were analyzed using three methods (tree-based, distance-based, and similarity-based) for species discrimination. The PWG-distance method was found most effective for species discrimination. The discrimination rate of PWG- distance ranged from 33.3% (rbcL + trnH-psbA) to 100% (ITS, rbcL + ITS, ITS + trnH-psbA and rbcL + ITS + trnH-psbA). Among DNA barcodes and their combinations, the ITS marker had the highest degree of species discrimination (NJ-40%, PWG-100% and BLAST-40%), followed by trnH-psbA (NJ-20%, PWG-60% and BLAST-20%). ITS also had higher barcoding gap as compared to other individual barcodes and their combinations. Further, we also analyzed six Aconitum species (A. balfourii, A. ferox, A. heterophyllum, A. rotundifolium, A. soongaricum and A. violaceum) existing in Western Himalaya. These species were distinguished clearly through tree-based method using the ITS barcode gene with 100% species resolution.
    CONCLUSIONS: ITS showed the best species discrimination power and was used to develop species-specific barcodes for Aconitum species. DNA barcodes developed during the present study can be used to identify Aconitum species.
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  • 文章类型: Journal Article
    背景:贝母(FB),一种以清热而闻名的珍贵药草,润肺,止咳化痰效果。为了追求利润,肆无忌惮的商人用更便宜的替代品替代或掺假有价值的品种。是的,因此,迫切需要开发有效的技术方法来识别掺假品的FBs。
    方法:本文采用红外光谱(IR),薄层色谱-图像分析(TLC-IA),和非靶向代谢组学技术来区分10种FBs。
    结果:使用中红外光谱技术成功区分了5种FBs。此外,TLC-IA技术的强大功能允许区分五种FBs和两种FCB(贝母)。值得注意的是,通过应用非靶向代谢组学技术,对五种FBs的精确区分,以及FCB的三个起源。此外,通过采用非靶向代谢组学技术,全面鉴定了101个可靠区分不同FBs的标记.
    结论:本研究为保证贝母药材的质量控制提供了有力的检测手段。
    BACKGROUND: Fritillaria Bulbus (FB), a precious medicinal herb renowned for its heat-clearing, lung-moistening, cough-relieving and phlegm-eliminating effects. In pursuit of profits, unscrupulous merchants have engaged in the substitution or adulteration of valuable varieties with cheaper alternatives. It is, therefore, urgent to develop effective technical approaches to identify FBs from adulterants.
    METHODS: This paper employed infrared spectroscopy (IR), thin layer chromatography-image analysis (TLC-IA), and untargeted metabolomics techniques to discriminate ten species of FBs.
    RESULTS: Five species of FBs were successfully differentiated using mid-infrared spectroscopy. Furthermore, the power of TLC-IA technology allowed the differentiation of five species of FBs and two origins of FCBs (Fritillariae Cirrhosae Bulbus). Remarkably, through the application of untargeted metabolomics technique, the precise discrimination of five species of FBs, as well as three origins of FCBs were accomplished. Moreover, a comprehensive identification of 101 markers that reliably distinguished diverse FBs was achieved through the employment of untargeted metabolomics technique.
    CONCLUSIONS: The investigation presented powerful means of detection for assuring the quality control of Fritillaria herbs.
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  • 文章类型: Journal Article
    耳石是在鱼的内耳中发现的小碳酸钙结构,作为重要的信息载体之一,应用于不同的生态领域。耳石通常被拍照并用于探索许多未解决的生物和生态问题。然而,由于自然或人为的后果,大量耳石图像数据中可能会出现许多异常,这给目标研究带来了巨大的偏见,甚至是误导性的结果。在这项研究中,我们首先提出了耳石异常的具体定义,并提供了耳石异常的数据集,最丰富的灯笼鱼之一,作为研究对象。我们修改了多分辨率知识蒸馏神经网络模型,将最先进的异常检测模型转换为具有非对称输入的多分辨率知识蒸馏网络模型,它使用灰度图在特征空间中对齐彩色图的特征,帮助改善耳石异常检测。我们的微调异常检测网络获得了更好的异常识别性能,曲线下的接收操作特征面积值为0.9843。我们的结果表明,多分辨率知识蒸馏网络可以有效地识别异常耳石图像样本,这对进行耳石科学非常重要。
    Otoliths are small calcium carbonate structures found in the inner ear of fish and they, as one of important information carriers, are applied in diverse ecological fields. Otoliths are usually photographed and used to explore many unsolved biological and ecological questions. However, many anomalies may occur in the large volume of otolith image data due to natural or artificial consequences, which brings a huge bias to the aimed study and even misleading results. In this study, we first propose a specific definition of otolith anomalies and provide a dataset of otolith anomalies with Electrona carlsbergi, one of the most abundant species of lanternfishes, as the study subject. We modify a multiresolution knowledge distillation neural network model, the state-of-the-art anomaly detection model to a multiresolution knowledge distillation network model with asymmetric inputs, which uses grayscale maps to align the features of color maps in the feature space, to help improve otolith anomalies detection. Our fine-tuned anomaly detection network obtains a better anomaly identification performance with a Receiving Operating Characteristic Area Under the Curve value of 0.9843. Our result shown that multiresolution knowledge distillation networks can efficiently identify abnormal otolith image sample, which is of great importance for conducting otolith-based science.
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  • 文章类型: Editorial
    暂无摘要。
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  • 文章类型: Journal Article
    昆虫害虫对全球农业造成巨大影响。物种识别对于实施适当的害虫控制措施至关重要,但在密切相关的物种中可能具有挑战性。真正的果蝇属(Diptera:Tephritidae)包括美洲一些最严重的农业害虫,Anastrephafraterculus(Wiedemann)复合体是最重要的复合体之一,因为它具有极端的多食性和在新大陆大部分热带和亚热带地区的广泛分布。为该复合体以及其他密切相关的物种描述的八种形态类型被归类为小物种组,由于不完整的谱系分类和基因渗入,其进化关系尚未解决。我们使用数千个基因进行了多方面的系统基因组学方法,以解开A.frateculus复合体内的进化关系,为这些害虫的分子诊断提供基线。我们使用了一种适应可变数据源的方法(转录组,基因组,和全基因组鸟枪测序),并开发了一种工具来对齐和过滤直向同源物,为系统发育研究生成可靠的数据集。我们推断3031个基因树显示出高水平的不一致。然而,推断的聚结物种树的拓扑在方法和数据集上是一致的,除了A.frateculus复合体中的一个谱系。此外,网络分析表明,在杂种群中有跨谱系的基因渗入。我们提出了该小组的一个强大的系统发育,该系统发育提供了对A.frateculus复合体进化的复杂模式的见解,支持了该复合体是在种间基因流下进化的密切相关的隐秘谱系的集合的假设。尽管有这种复杂的进化场景,我们的二次抽样分析显示,一组少至80个基因座具有与基因组尺度数据集相似的系统发育分辨率,为在该物种组中开发更有效的诊断工具提供了基础。
    Insect pests cause tremendous impact to agriculture worldwide. Species identification is crucial for implementing appropriate measures of pest control but can be challenging in closely related species. True fruit flies of the genus Anastrepha Schiner (Diptera: Tephritidae) include some of the most serious agricultural pests in the Americas, with the Anastrepha fraterculus (Wiedemann) complex being one of the most important due to its extreme polyphagy and wide distribution across most of the New World tropics and subtropics. The eight morphotypes described for this complex as well as other closely related species are classified in the fraterculus species group, whose evolutionary relationships are unresolved due to incomplete lineage sorting and introgression. We performed multifaceted phylogenomic approaches using thousands of genes to unravel the evolutionary relationships within the A. fraterculus complex to provide a baseline for molecular diagnosis of these pests. We used a methodology that accommodates variable sources of data (transcriptome, genome, and whole-genome shotgun sequencing) and developed a tool to align and filter orthologs, generating reliable datasets for phylogenetic studies. We inferred 3031 gene trees that displayed high levels of discordance. Nevertheless, the topologies of the inferred coalescent species trees were consistent across methods and datasets, except for one lineage in the A. fraterculus complex. Furthermore, network analysis indicated introgression across lineages in the fraterculus group. We present a robust phylogeny of the group that provides insights into the intricate patterns of evolution of the A. fraterculus complex supporting the hypothesis that this complex is an assemblage of closely related cryptic lineages that have evolved under interspecific gene flow. Despite this complex evolutionary scenario, our subsampling analysis revealed that a set of as few as 80 loci has a similar phylogenetic resolution as the genome-scale dataset, offering a foundation to develop more efficient diagnostic tools in this species group.
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  • 文章类型: Journal Article
    类lioidosis是由假伯克霍尔德氏菌引起的细菌感染(B.假丸),对公众健康构成重大威胁。快速准确地检测假单胞菌对预防和控制类鼻窦病至关重要。然而,由于与同一属中的其他物种高度相似,因此鉴定假单胞菌具有挑战性。为了解决这个问题,这项研究提出了一种双目标方法,可以在不到40分钟的时间内特异性识别假单胞菌。我们分析了1722个假单胞菌基因组以构建大规模的泛基因组,并在其核心基因组中选择了特定的序列标签,从而有效地将假单胞菌与其密切相关的物种区分开。具体来说,我们选择了两个特定的标签,LC1和LC2,我们将其与簇状规则间隔短回文重复(CRISPR)-CRISPR相关蛋白(Cas12a)系统和重组酶聚合酶扩增(RPA)预扩增相结合。我们的分析表明,双靶标RPA-CRISPR/Cas12a测定对于LC1具有约0.2个拷贝/反应和10fg基因组DNA的灵敏度,对于LC2具有2个拷贝/反应和20fg基因组DNA的灵敏度。此外,我们的方法可以使用上述特定的序列标签准确,快速地检测人体血液和潮湿土壤样品中的假单胞菌。总之,双靶标RPA-CRISPR/Cas12a方法是在临床和环境样品中快速准确鉴定假单胞菌的有价值的工具,协助预防和控制类鼻息肉病。
    Melioidosis is a bacterial infection caused by Burkholderia pseudomallei (B. pseudomallei), posing a significant threat to public health. Rapid and accurate detection of B. pseudomallei is crucial for preventing and controlling melioidosis. However, identifying B. pseudomallei is challenging due to its high similarity to other species in the same genus. To address this issue, this study proposed a dual-target method that can specifically identify B. pseudomallei in less than 40 min. We analyzed 1722 B. pseudomallei genomes to construct large-scale pan-genomes and selected specific sequence tags in their core genomes that effectively distinguish B. pseudomallei from its closely related species. Specifically, we selected two specific tags, LC1 and LC2, which we combined with the Clustered Regularly Interspaced Short Palindromic Repeats (CRISPR)-CRISPR associated proteins (Cas12a) system and recombinase polymerase amplification (RPA) pre-amplification. Our analysis showed that the dual-target RPA-CRISPR/Cas12a assay has a sensitivity of approximately 0.2 copies/reaction and 10 fg genomic DNA for LC1, and 2 copies/reaction and 20 fg genomic DNA for LC2. Additionally, our method can accurately and rapidly detect B. pseudomallei in human blood and moist soil samples using the specific sequence tags mentioned above. In conclusion, the dual-target RPA-CRISPR/Cas12a method is a valuable tool for the rapid and accurate identification of B. pseudomallei in clinical and environmental samples, aiding in the prevention and control of melioidosis.
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  • 文章类型: Journal Article
    DNA条形码数据库越来越多地用于一系列生物体,促进基于DNA条形码的研究的广泛应用。在这里,我们宣布开发代表43个订单的日本本土木本种子植物的全面DNA条形码参考库,99个家庭,303属834种,占日本本地木本种子植物属的77.3%和72.2%。从亚热带的223个地点共收集了6216个植物标本,温带,日本的北方和高山生物群落,大多数物种由多个物种代表。该参考文库利用了三个叶绿体DNA区域(rbcL,trnH-psbA和matK)由14,403个条形码序列组成。各个地区的识别率各不相同,rbcL的物种水平和属水平率,基于爆炸的trnH-psbA和matK为57.4%/96.2%,78.5%/99.1%和67.8%/98.1%,分别。使用区域组合的识别率更高,两个区域组合的总物种水平率(rbcL&trnH-psbA,rbcL&matK和trnH-psbA&matK)介于90.6%和95.8%之间,对于所有三个地区,都等于98.6%。属水平的识别率甚至更高,对于两个区域组合,范围在99.7%和100%之间,对于三个区域为100%。这些结果表明,该DNA条形码参考文库是使用DNA条形码研究日本本地木本种子植物的有效资源,并为开发日本植物群其他成分的文库提供了有用的模板。
    DNA barcode databases are increasingly available for a range of organisms, facilitating the wide application of DNA barcode-based studies. Here we announce the development of a comprehensive DNA barcode reference library of Japanese native woody seed plants representing 43 orders, 99 families, 303 genera and 834 species, and comprising 77.3% of the genera and 72.2% of the species of native woody seed plants in Japan. A total of 6216 plant specimens were collected from 223 sites across the subtropical, temperate, boreal and alpine biomes in Japan with most species represented by multiple accessions. This reference library utilized three chloroplast DNA regions (rbcL, trnH-psbA and matK) and consists of 14,403 barcode sequences. Individual regions varied in their identification rates, with species-level and genus-level rates for rbcL, trnH-psbA and matK based on blast being 57.4%/96.2%, 78.5%/99.1% and 67.8%/98.1%, respectively. Identification rates were higher using region combinations, with total species-level rates for two region combinations (rbcL & trnH-psbA, rbcL & matK and trnH-psbA & matK) ranging between 90.6% and 95.8%, and for all three regions being equal to 98.6%. Genus-level identification rates were even higher, ranging between 99.7% and 100% for two region combinations and being 100% for the three regions. These results indicate that this DNA barcode reference library is an effective resource for investigations of native woody seed plants in Japan using DNA barcodes and provides a useful template for the development of libraries for other components of the Japanese flora.
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  • 文章类型: Journal Article
    全球变暖导致农业环境的快速变化对粮食生产和安全构成了重大挑战。普通小麦(Triticumaestivum)是一种六倍体植物(AABBDD),与Aegilops物种的B和D基因组共享大量的数量性状和抗性基因,负责几种代谢功能和生物合成过程,特别是在植物适应生物和非生物胁迫方面。相对而言,Aegilops基因库的丰度远高于小麦。因此,我们为植物使用了四个通用DNA条形码(ITS2,matK,rbcL,和psbM-petN)构建系统发育树以对Aegilops属进行分类。在总共17个代表物种中,有14个物种被区分出来。AegilopsBiuncialis,少年埃希洛普斯,和Aegilopsumbellulata不能被分成任何集群在系统发育树,这表明这三个物种不能通过四个DNA条形码来区分。因此,从使用基因分型测序(GBS)获得的2408个SNP,我们手动筛选了30个可能用于对这三个物种进行分类的SNP.基因流和遗传分化指数(Fst)的结果表明,三个物种之间的遗传分化较小,这三个物种之间存在双向水平基因转移,这与我们的结果一致,即这三个物种很难通过DNA条形码进行分类。
    Rapid changes in agricultural environments caused by global warming pose a major challenge to food production and safety. Common wheat (Triticum aestivum) is a hexaploid plant (AABBDD) that shares large numbers of quantitative traits and resistance genes with B and D genomes of Aegilops species, which are responsible for several metabolic functions and biosynthetic processes, particularly in plant adaptation to biotic as well as abiotic stresses. Comparatively, the abundance of the Aegilops gene pool is much higher than that of Triticum. Therefore, we used four universal DNA barcodes for plants (ITS2, matK, rbcL, and psbM-petN) to construct a phylogenetic tree to classify the genus Aegilops. Fourteen species were distinguished among a total of 17 representative species. Aegilops biuncialis, Aegilops juvenalis, and Aegilops umbellulata could not be grouped into any of the clusters in the phylogenetic tree, indicating that these three species could not be distinguished by four DNA barcodes. Therefore, from 2408 SNPs obtained using genotyping by sequencing (GBS), we manually screened 30 SNPs that could be potentially used to classify these three species. The results of gene flow and genetic differentiation index (Fst) showed that the genetic differentiation among the three species was small, and there was bidirectional horizontal gene transfer between the three species, which was consistent with our results that the three species were difficult to classify by DNA barcode.
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  • 文章类型: Journal Article
    柴胡(BR)是一种传统的中药,广泛用于感冒和发烧,流感,炎症,肝炎和月经疾病。两种地道的柴胡药用植物。(北柴虎,BCH)和B.scorzonerifoliumWilld。(Nanchiahu,NCH)是当前中国药典推荐的BR。在本研究中,我们对BCH和NCH的抗炎作用和基于气相色谱-质谱(GC-MS)的代谢组学进行了比较研究,并对其进行了报道.体外评估表明,超临界流体提取物(SFEs)(BCH和NCH的IC50为6.39±0.52和1.32±0.05mg(草药)/mL)被确定为比水力蒸馏提取物(HDEs)(BCH和NCH的IC50为203.90±8.08和32.32±2.27mg(草药)/mL)对抗LPS诱导的巨噬细胞26W4.7炎症。如GC-MS分析所表征的,NCH的较高抗炎作用与其与BCH的不同化学组成相关。此外,基于代谢组学和深度化学计量学方法,从鉴定的组分中优化了包含15个化学标记的最小组合,并成功应用于BCH和NCH的物种识别。这项研究不仅有助于在植物化学和药理学上比较了解BCH和NCH,而且还为改进BCH和NCH的质量控制方法提供了潜在的化学标记。
    Bupleuri Radix (BR) is a traditional Chinese medicine and widely used for cold and fever, influenza, inflammation, hepatitis and menstrual diseases. Two authentic medicinal plants of Bupleuri chinense DC. (Beichaihu, BCH) and B. scorzonerifolium Willd. (Nanchiahu, NCH) are recommended by the current Chinese Pharmacopoeia for BR. In the present study, the comparative investigations on the anti-inflammatory effects and gas chromatography-mass spectrometry (GC-MS)-based metabolomics for the species discrimination of BCH and NCH were conducted and reported. The in vitro evaluations indicated that the supercritical fluid extracts (SFEs) (IC50 of 6.39 ± 0.52 and 1.32 ± 0.05 mg (herb)/mL for BCH and NCH) were determined to be more potent than those of the hydro-distillation extracts (HDEs) (IC50 of 203.90 ± 8.08 and 32.32 ± 2.27 mg (herb)/mL for BCH and NCH) against LPS-induced inflammation in RAW264.7 macrophages. The higher anti-inflammatory effects of NCH were associated to its different chemical compositions to the BCH as characterized by the GC-MS analysis. Furthermore, based on the metabolomics and deep chemometric approaches, a minimum combination containing 15 chemical markers was optimized from the identified components and successfully applied for the species discrimination of BCH and NCH. This study not only helps to comparative understand BCH and NCH both in phytochemistry and pharmacology, but also provides the potential chemical markers for improvement of methods for the quality control of BCH and NCH.
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  • 文章类型: Journal Article
    对烹饪草药的商业利益,foetidumL.,由于其典型的刺激性,类似于香菜或香菜,巨大的药物成分。这种鲜为人知的药用植物的分子定界和分类学分类仅限于常规的表型和基于DNA的标记评估,这阻碍了准确的识别,遗传保守,和安全利用。这项研究的重点是使用叶绿体-质体基因的DNA测序进行物种区分(matK,KimMatK,和rbcL)和从印度东海岸地区收集的两种Er基因型的核ITS2基因。结果显示,matK区分了两种基因型,然而,KimMatK,rbcL,ITS2将这些基因型鉴定为E.foetumum。核糖体核ITS2区域表现出显着的种间和种内分歧,描绘在DNA条形码和基于最小自由能衍生的二级结构中。尽管matK基因在物种区分方面的效率更好,ITS2证明了多系系统发育,并且可以用作理解RNA分子机制的遗传差异研究的可靠标记。这项研究的结果为物种鉴定的科学依据提供了见解,遗传保守,和安全利用这种重要的药用植物物种。
    Commercial interest in the culinary herb, Eryngium foetidum L., has increased worldwide due to its typical pungency, similar to coriander or cilantro, with immense pharmaceutical components. The molecular delimitation and taxonomic classification of this lesser-known medicinal plant are restricted to conventional phenotyping and DNA-based marker evaluation, which hinders accurate identification, genetic conservation, and safe utilization. This study focused on species discrimination using DNA sequencing with chloroplast-plastid genes (matK, Kim matK, and rbcL) and the nuclear ITS2 gene in two Eryngium genotypes collected from the east coast region of India. The results revealed that matK discriminated between two genotypes, however, Kim matK, rbcL, and ITS2 identified these genotypes as E. foetidum. The ribosomal nuclear ITS2 region exhibited significant inter- and intra-specific divergence, depicted in the DNA barcodes and the secondary structures derived based on the minimum free energy. Although the efficiency of matK genes is better in species discrimination, ITS2 demonstrated polyphyletic phylogeny, and could be used as a reliable marker for genetic divergence studies understanding the mechanisms of RNA molecules. The results of this study provide insights into the scientific basis of species identification, genetic conservation, and safe utilization of this important medicinal plant species.
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