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基于 PCR 的细菌群落分析中,基因序列复杂度和模板长度是造成偏倚的主要原因。

Metagenome complexity and template length are the main causes of bias in PCR-based bacteria community analysis.

机构信息

Key Laboratory of Microbiological Engineering of Agricultural Environment of MOA, College of Life Sciences, Nanjing Agricultural University, Nanjing, Jiangsu, People's Republic of China.

Nanjing Institute of Environmental Sciences, Ministry of Environmental Protection of the People's Republic of China, Nanjing, People's Republic of China.

出版信息

J Basic Microbiol. 2018 Nov;58(11):987-997. doi: 10.1002/jobm.201800265. Epub 2018 Aug 9.

Abstract

Multitemplate PCR is used widely for the study of microbial community diversity. Although such studies have established the abundance of different groups within many natural ecosystems, these reports are limited by uncertainties such as bias and artifacts in the PCR. Bias which is introduced by the simultaneous amplification of specific genes from complex mixtures of templates remains poorly understood. In this study, factors leading to the bias of the multitemplate PCR in bacterial communities were examined and optimized. Comparisons between PCR cycle parameters, DNA polymerases, PCR primer degeneracy, and 16S rRNA gene fragments GC content, revealed that annealing temperatures and DNA structure are predominant factors contributing to the observed bias. Pre-digestion of metagenomic DNA with the restriction enzyme Sau3A I and decreased annealing temperature reduced the bias significantly. The application of these optimized conditions to the ten-species model community in a soil sample verified the validity of these treatments.

摘要

多模板聚合酶链式反应(Multitemplate PCR)被广泛应用于微生物群落多样性的研究。虽然这些研究已经确定了许多自然生态系统中不同群体的丰度,但这些报告受到了 PCR 中存在的偏差和伪像等不确定性的限制。目前,对于由复杂模板混合物同时扩增特定基因而导致的多模板 PCR 偏差的理解还很有限。在本研究中,我们研究并优化了导致细菌群落中多模板 PCR 偏差的因素。通过比较 PCR 循环参数、DNA 聚合酶、PCR 引物简并度和 16S rRNA 基因片段 GC 含量,我们发现退火温度和 DNA 结构是导致观察到的偏差的主要因素。用限制酶 Sau3A I 预先消化宏基因组 DNA 并降低退火温度可以显著降低偏差。将这些优化条件应用于土壤样本中的十种物种模型群落,验证了这些处理方法的有效性。

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