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痰液直接测序方案及产量的系统评价与荟萃分析

Systematic review and meta-analysis of protocols and yield of direct from sputum sequencing of .

作者信息

Mann B C, Loubser J, Omar S, Glanz C, Ektefaie Y, Jacobson K R, Warren R M, Farhat M R

机构信息

DST/NRF Centre of Excellence for Biomedical Tuberculosis Research, SAMRC Centre for Tuberculosis Research, Division of Molecular Biology and Human Genetics, Depts of Biomedical Sciences, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa.

Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA.

出版信息

bioRxiv. 2024 Dec 4:2024.12.04.625621. doi: 10.1101/2024.12.04.625621.

Abstract

Direct sputum whole genome sequencing (dsWGS) can revolutionize () diagnosis by enabling rapid detection of drug resistance and strain diversity without the biohazard of culture. We searched PubMed, Web of Science and Google scholar, and identified 8 studies that met inclusion criteria for testing protocols for dsWGS. Utilising meta-regression we identify several key factors positively associated with dsWGS success, including higher bacillary load, mechanical disruption, and enzymatic/chemical lysis. Specifically, smear grades of 3+ (OR = 14.7, 95% CI: 3.5, 62.1; p = 0.0005) were strongly associated with improved outcomes, whereas decontamination with sodium hydroxide (NaOH) was negatively associated (OR = 0.005, 95% CI: 0.001, 0.03; p = 7e-06), likely due to its harsh effects on cells. Furthermore, mechanical lysis (OR = 193.3, 95% CI: 11.7, 3197.8; p = 0.008) and enzymatic/chemical lysis (OR = 18.5, 95% CI: 1.9, 183.1; p = 0.02) were also strongly associated with improved dsWGS. Across the studies, we observed a high degree of variability in approaches to sputum pre-processing prior to dsWGS highlighting the need for standardized best practices. In particular we conclude that optimizing pre-processing steps including decontamination with the exploration of alternatives to NaOH to better preserve Mtb cells and DNA, and best practices for cell lysis during DNA extraction as priorities. Further and considering the strong association between load and successful dsWGS, protocol improvements for optimal sputum sample collection, handling, and storage could also further enhance the success rate of dsWGS.

摘要

直接痰液全基因组测序(dsWGS)能够在不产生培养生物危害的情况下,通过快速检测耐药性和菌株多样性来彻底改变()诊断。我们检索了PubMed、科学网和谷歌学术,确定了8项符合dsWGS检测方案纳入标准的研究。利用元回归,我们确定了几个与dsWGS成功呈正相关的关键因素,包括更高的菌量、机械破碎以及酶解/化学裂解。具体而言,涂片等级为3+(比值比=14.7,95%置信区间:3.5,62.1;p=0.0005)与改善结果密切相关,而用氢氧化钠(NaOH)进行净化则呈负相关(比值比=0.005,95%置信区间:0.001,0.03;p=7×10⁻⁶),这可能是由于其对()细胞的强烈影响。此外,机械裂解(比值比=193.3,95%置信区间:11.7,3197.8;p=0.008)和酶解/化学裂解(比值比=18.5,95%置信区间:1.9,183.1;p=0.02)也与dsWGS的改善密切相关。在各项研究中,我们观察到dsWGS之前痰液预处理方法存在高度变异性,这凸显了标准化最佳实践的必要性。特别是,我们得出结论,应将优化预处理步骤作为优先事项,包括探索替代NaOH的净化方法以更好地保存结核分枝杆菌细胞和DNA,以及DNA提取过程中细胞裂解的最佳实践。此外,考虑到()菌量与成功的dsWGS之间的强关联,优化痰液样本采集、处理和储存的方案改进也可以进一步提高dsWGS的成功率。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d8db/11642866/ffcd109df915/nihpp-2024.12.04.625621v1-f0001.jpg

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