Institute for Biomarker Research, Medical Diagnostic Laboratories, Genesis Biotechnology Group, Hamilton, NJ, United States.
Memorial Women's Care, Houston, TX, United States.
Front Cell Infect Microbiol. 2024 Jun 28;14:1409774. doi: 10.3389/fcimb.2024.1409774. eCollection 2024.
Numerous bacteria are involved in the etiology of bacterial vaginosis (BV). Yet, current tests only focus on a select few. We therefore designed a new test targeting 22 BV-relevant species.
Using 946 stored vaginal samples, a new qPCR test that quantitatively identifies 22 bacterial species was designed. The distribution and relative abundance of each species, α- and β-diversities, correlation, and species co-existence were determined per sample. A diagnostic index was modeled from the data, trained, and tested to classify samples into BV-positive, BV-negative, or transitional BV.
The qPCR test identified all 22 targeted species with 95 - 100% sensitivity and specificity within 8 hours (from sample reception). Across most samples, , and sp. type 1 were relatively abundant. BVAB-1 was more abundant and distributed than BVAB-2 and BVAB-3. No was found. The inter-sample similarity was very low, and correlations existed between key species, which were used to model, train, and test a diagnostic index: . The , using both species and relative abundance markers, classified samples into three vaginal microbiome states. Testing this index on our samples, 491 were BV-positive, 318 were BV-negative, and 137 were transitional BV. Although important differences in BV status were observed between different age groups, races, and pregnancy status, they were statistically insignificant.
Using a diverse and large number of vaginal samples from different races and age groups, including pregnant women, the new qRT-PCR test and efficiently diagnosed BV within 8 hours (from sample reception), using 22 BV-associated species.
许多细菌参与细菌性阴道病(BV)的病因。然而,目前的检测仅集中在少数几种。因此,我们设计了一种针对 22 种与 BV 相关物种的新测试。
使用 946 个储存的阴道样本,设计了一种新的 qPCR 测试,可定量识别 22 种细菌。根据每个样本确定每种物种的分布和相对丰度、α-和β-多样性、相关性和物种共存性。从数据中建立诊断指数,进行训练和测试,以将样本分类为 BV 阳性、BV 阴性或过渡性 BV。
qPCR 测试在 8 小时内(从样本接收开始)以 95-100%的灵敏度和特异性识别所有 22 种靶向物种。在大多数样本中, ,和 1 型相对丰富。BVAB-1 的丰度和分布均高于 BVAB-2 和 BVAB-3。未发现 。样本间的相似性非常低,关键物种之间存在相关性,这些相关性用于建立、训练和测试诊断指数:. 使用物种和相对丰度标记,该指数将样本分为三种阴道微生物组状态。在我们的样本上测试该指数,491 个样本为 BV 阳性,318 个样本为 BV 阴性,137 个样本为过渡性 BV。尽管在不同年龄组、种族和妊娠状态之间观察到 BV 状态存在重要差异,但统计学上无显著性差异。
使用来自不同种族和年龄组的多样化和大量阴道样本,包括孕妇,新的 qRT-PCR 测试和 在 8 小时内(从样本接收开始)高效诊断 BV,使用 22 种与 BV 相关的物种。