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代谢条码测序与未组装的 shotgun 测序在鉴定节肢动物地上捕食者所食猎物中的比较。

Metabarcoding versus mapping unassembled shotgun reads for identification of prey consumed by arthropod epigeal predators.

机构信息

Embrapa Genetic Resources and Biotechnology, Brasília-DF, 70770-917, Brazil.

Universidade Federal de Mato Grosso, Sinop-MT, 78550-728, Brazil.

出版信息

Gigascience. 2022 Mar 24;11. doi: 10.1093/gigascience/giac020.

Abstract

BACKGROUND

A central challenge of DNA gut content analysis is to identify prey in a highly degraded DNA community. In this study, we evaluated prey detection using metabarcoding and a method of mapping unassembled shotgun reads (Lazaro).

RESULTS

In a mock prey community, metabarcoding did not detect any prey, probably owing to primer choice and/or preferential predator DNA amplification, while Lazaro detected prey with accuracy 43-71%. Gut content analysis of field-collected arthropod epigeal predators (3 ants, 1 dermapteran, and 1 carabid) from agricultural habitats in Brazil (27 samples, 46-273 individuals per sample) revealed that 64% of the prey species detections by either method were not confirmed by melting curve analysis and 87% of the true prey were detected in common. We hypothesized that Lazaro would detect fewer true- and false-positive and more false-negative prey with greater taxonomic resolution than metabarcoding but found that the methods were similar in sensitivity, specificity, false discovery rate, false omission rate, and accuracy. There was a positive correlation between the relative prey DNA concentration in the samples and the number of prey reads detected by Lazaro, while this was inconsistent for metabarcoding.

CONCLUSIONS

Metabarcoding and Lazaro had similar, but partially complementary, detection of prey in arthropod predator guts. However, while Lazaro was almost 2× more expensive, the number of reads was related to the amount of prey DNA, suggesting that Lazaro may provide quantitative prey information while metabarcoding did not.

摘要

背景

DNA 肠道内容物分析的一个核心挑战是在高度降解的 DNA 群落中识别猎物。在这项研究中,我们评估了使用 metabarcoding 和一种未组装的 shotgun 读数映射方法(Lazaro)进行猎物检测的效果。

结果

在模拟的猎物群落中,metabarcoding 未能检测到任何猎物,可能是由于引物选择和/或优先的捕食者 DNA 扩增,而 Lazaro 以 43-71%的准确度检测到猎物。对巴西农业生境中采集的节肢动物地上捕食者(3 种蚂蚁、1 种革翅目和 1 种步甲)的肠道内容物进行分析(27 个样本,每个样本 46-273 个个体)发现,两种方法检测到的 64%的猎物物种未通过熔解曲线分析得到确认,而 87%的真实猎物被共同检测到。我们假设 Lazaro 以比 metabarcoding 更高的分类分辨率检测到更少的真实、假阳性和更多的假阴性猎物,但发现这两种方法在敏感性、特异性、假发现率、假遗漏率和准确性方面相似。在 Lazaro 检测到的猎物读取数与样本中相对猎物 DNA 浓度之间存在正相关关系,而 metabarcoding 则不一致。

结论

metabarcoding 和 Lazaro 对节肢动物捕食者肠道中的猎物检测具有相似但部分互补的效果。然而,尽管 Lazaro 的成本几乎是 metabarcoding 的两倍,但读取数与猎物 DNA 的数量有关,这表明 Lazaro 可能提供定量的猎物信息,而 metabarcoding 则没有。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9211/8952265/a4be1a18e8d0/giac020fig1.jpg

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