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基于 Illumina MiSeq 测序的草食性动物饮食分析:ITS2 条形码方法在建立蒙古绵羊饮食组成的定性和定量预测中的潜在应用。

Herbivore-Diet Analysis Based on Illumina MiSeq Sequencing: The Potential Use of an ITS2-Barcoding Approach to Establish Qualitative and Quantitative Predictions of Diet Composition of Mongolian Sheep.

机构信息

Key Laboratory of Grassland Management and Utilization, Ministry of Agriculture; Department of Grassland Science, College of Animal Science and Technology , China Agricultural University , Beijing 100193 , China.

College of Grassland Science , Gansu Agricultural University , Lanzhou 730070 , Gansu , China.

出版信息

J Agric Food Chem. 2018 Sep 19;66(37):9858-9867. doi: 10.1021/acs.jafc.8b02814. Epub 2018 Sep 10.

Abstract

DNA-barcoding approaches to estimate the diet compositions of grazing animals have received significant attention, and particularly when combined with next-generation sequencing, these techniques have substantially improved in recent years. In this study, the identity and species composition of plant material ingested by Mongolian sheep were estimated through the use of 350 bp ITS2 gene sequences of the vegetation found in fecal samples. Four diets were formulated using varying amounts of eight plant species that are common in the grasslands of northern China. Sixteen Mongolian sheep were taken from pastures and randomly assigned to four groups, and each group received one of four diets. Each sheep was randomly assigned to one of 16 confinement pens and fed its respective diet for 12 consecutive days. Fecal samples were removed from each pen from days 7-12, preserved, and composited for each pen. All herbage species included in the daily diets were detected in each fecal sample, with the exception of Phragmites australis. Moreover, 12 additional different plant species were retrieved from feces of the experimental sheep. The obtained data provided preliminary support for the use of the ITS2 barcode to determine which plants were consumed. Moreover, the proportions of the herbage DNA sequences recovered from sheep feces and those of the herbage masses in the daily diets did not completely match. These results indicate that the non-Gramineae DNA sequences amplified with ITS2 primers (including those of Chenopodium album, Artemisia scoparia, Artemisia tanacetifolia, and Medicago sativa) far exceeded those of the Gramineae species (including Leymus chinensis and Puccinellia distans), which constitute the largest share of the experimental diets. A significant positive correlation (Spearman's ρ = 0.376, P = 0.003) between the actual herbage mass proportions in the experimental diets and the herbage-DNA-sequence proportions provided sufficiently favorable support for the further investigation of DNA barcoding for the quantification of plants in feces. A significant regression coefficient was found between the relative DNA-sequence proportions of L. chinensis ( R = 0.82, P < 0.0001), P. distans ( R = 0.64, P = 0.0017), and C. album ( R = 0.98, P < 0.0001) and their respective herbage mass proportions. The quantitative relationship can be expressed by the linear-regression equations y = 0.90 x - 0.22, y = 0.98 x - 0.03, and y = 5.00 x - 0.25, respectively. Thus, these results demonstrate that dietary-DNA-barcoding methods exhibited potential in providing valuable quantitative information regarding food-item components. However, it should be noted that this explorative data needs to be further improved by using additional genes and by creating a sophisticated reference database, thus enhancing both quality and accuracy of the obtained results.

摘要

利用植被粪便样本中 350bpITS2 基因序列,对蒙古绵羊所摄入植物材料的身份和物种组成进行了估计。本研究使用了在中国北方草原常见的 8 种植物的不同组合,设计了 4 种不同的饮食。从牧场上随机挑选了 16 只蒙古绵羊,并将其分为 4 组,每组接受 1 种饮食。每只绵羊被随机分配到 16 个围栏中,并连续 12 天喂食各自的饮食。从第 7-12 天,从每个围栏中取出粪便样本,进行保存和混合。每个粪便样本中均检测到日常饮食中包含的所有草本物种,但除了芦苇。此外,还从实验绵羊的粪便中回收了 12 种其他不同的植物物种。获得的数据初步支持了使用 ITS2 条码来确定所消耗的植物种类。此外,从绵羊粪便中回收的草本 DNA 序列比例与每日饮食中的草本质量比例并不完全匹配。这些结果表明,用 ITS2 引物扩增的非禾本科 DNA 序列(包括藜、猪毛蒿、苦艾蒿和紫花苜蓿)远远超过了实验饮食中禾本科物种(包括羊草和大针茅)的比例。在实验饮食中存在显著的正相关关系(Spearman ρ=0.376,P=0.003),为进一步研究粪便中植物的 DNA 条码定量提供了足够有利的支持。发现羊草(R=0.82,P<0.0001)、大针茅(R=0.64,P=0.0017)和藜(R=0.98,P<0.0001)相对 DNA 序列比例与各自草本质量比例之间存在显著回归系数。这些定量关系可以分别用线性回归方程 y=0.90x-0.22、y=0.98x-0.03 和 y=5.00x-0.25 来表示。因此,这些结果表明,饮食 DNA 条码方法在提供有关食物成分的有价值的定量信息方面具有潜力。但是,应该注意的是,此探索性数据需要通过使用其他基因和创建复杂的参考数据库来进一步改进,从而提高结果的质量和准确性。

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