Guangzhou KingCreate Biotechnology Co., Ltd., Guangzhou, Guangdong, 510005, PR China.
Changsha KingMed Diagnostics Group Co., Ltd., Changsha, Huna, 410000, PR China.
Microb Genom. 2024 Feb;10(2). doi: 10.1099/mgen.0.001199.
Metagenomic next-generation sequencing (mNGS) provides considerable advantages in identifying emerging and re-emerging, difficult-to-detect and co-infected pathogens; however, the clinical application of mNGS remains limited primarily due to the lack of quantitative capabilities. This study introduces a novel approach, KingCreate-Quantification (KCQ) system, for quantitative analysis of microbes in clinical specimens by mNGS, which co-sequence the target DNA extracted from the specimens along with a set of synthetic dsDNA molecules used as Internal-Standard (IS). The assay facilitates the conversion of microbial reads into their copy numbers based on IS reads utilizing a mathematical model proposed in this study. The performance of KCQ was systemically evaluated using commercial mock microbes with varying IS input amounts, different proportions of human genomic DNA, and at varying amounts of sequence analysis data. Subsequently, KCQ was applied in microbial quantitation in 36 clinical specimens including blood, bronchoalveolar lavage fluid, cerebrospinal fluid and oropharyngeal swabs. A total of 477 microbe genetic fragments were screened using the bioinformatic system. Of these 83 fragments were quantitatively compared with digital droplet PCR (ddPCR), revealing a correlation coefficient of 0.97 between the quantitative results of KCQ and ddPCR. Our study demonstrated that KCQ presents a practical approach for the quantitative analysis of microbes by mNGS in clinical samples.
宏基因组下一代测序(mNGS)在鉴定新发和再发、难以检测和混合感染的病原体方面具有很大的优势;然而,mNGS 的临床应用仍然受到限制,主要是因为缺乏定量能力。本研究引入了一种新的方法,KingCreate-Quantification(KCQ)系统,用于通过 mNGS 对临床标本中的微生物进行定量分析,该方法与从标本中提取的目标 DNA 共同测序,并使用一组用作内标准(IS)的合成双链 DNA 分子。该测定法利用本研究中提出的数学模型,根据 IS 读数将微生物读数转换为其拷贝数。使用具有不同 IS 输入量、不同比例人基因组 DNA 以及不同数量序列分析数据的商业模拟微生物系统地评估了 KCQ 的性能。随后,将 KCQ 应用于 36 个临床标本中的微生物定量分析,包括血液、支气管肺泡灌洗液、脑脊液和咽拭子。使用生物信息学系统筛选了 477 个微生物遗传片段。其中 83 个片段与数字液滴 PCR(ddPCR)进行定量比较,KCQ 和 ddPCR 的定量结果之间的相关系数为 0.97。我们的研究表明,KCQ 为临床样本中通过 mNGS 对微生物进行定量分析提供了一种实用的方法。