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一种结合桑格测序和超高深度测序的 HIV-1 嗜性基因检测可预测治疗经验丰富患者的病毒学应答。

A genotypic test for HIV-1 tropism combining Sanger sequencing with ultradeep sequencing predicts virologic response in treatment-experienced patients.

机构信息

Department of Infectious Diseases, Quest Diagnostics Nichols Institute, San Juan Capistrano, California, United States of America.

出版信息

PLoS One. 2012;7(9):e46334. doi: 10.1371/journal.pone.0046334. Epub 2012 Sep 27.

Abstract

A tropism test is required prior to initiation of CCR5 antagonist therapy in HIV-1 infected individuals, as these agents are not effective in patients harboring CXCR4 (X4) coreceptor-using viral variants. We developed a clinical laboratory-based genotypic tropism test for detection of CCR5-using (R5) or X4 variants that utilizes triplicate population sequencing (TPS) followed by ultradeep sequencing (UDS) for samples classified as R5. Tropism was inferred using the bioinformatic algorithms geno2pheno([coreceptor]) and PSSM(x4r5). Virologic response as a function of tropism readout was retrospectively assessed using blinded samples from treatment-experienced subjects who received maraviroc (N = 327) in the MOTIVATE and A4001029 clinical trials. MOTIVATE patients were classified as R5 and A4001029 patients were classified as non-R5 by the original Trofile test. Virologic response was compared between the R5 and non-R5 groups determined by TPS, UDS alone, the reflex strategy and the Trofile Enhanced Sensitivity (TF-ES) test. UDS had greater sensitivity than TPS to detect minority non-R5 variants. The median log(10) viral load change at week 8 was -2.4 for R5 subjects, regardless of the method used for classification; for subjects with non-R5 virus, median changes were -1.2 for TF-ES or the Reflex Test and -1.0 for UDS. The differences between R5 and non-R5 groups were highly significant in all 3 cases (p<0.0001). At week 8, the positive predictive value was 66% for TF-ES and 65% for both the Reflex test and UDS. Negative predictive values were 59% for TF-ES, 58% for the Reflex Test and 61% for UDS. In conclusion, genotypic tropism testing using UDS alone or a reflex strategy separated maraviroc responders and non-responders as well as a sensitive phenotypic test, and both assays showed improved performance compared to TPS alone. Genotypic tropism tests may provide an alternative to phenotypic testing with similar discriminating ability.

摘要

在开始使用 CCR5 拮抗剂治疗 HIV-1 感染者之前,需要进行趋化因子受体(CCR)5 嗜性检测,因为这些药物对携带 CXCR4(X4)共受体的病毒变异株无效。我们开发了一种基于临床实验室的基因型嗜性检测方法,用于检测 CCR5 使用(R5)或 X4 变异株,该方法使用三重群体测序(TPS),然后对分类为 R5 的样本进行超深度测序(UDS)。使用 geno2pheno([coreceptor])和 PSSM(x4r5)生物信息学算法推断嗜性。使用盲法评估接受马拉维若(maraviroc)治疗的治疗经验丰富的受试者(N=327)的病毒学反应,这些受试者来自 MOTIVATE 和 A4001029 临床试验。MOTIVATE 患者通过原始 Trofile 检测被分类为 R5,A4001029 患者被分类为非 R5。比较 TPS、UDS 单独、反射策略和 Trofile 增强敏感性(TF-ES)检测确定的 R5 和非 R5 组之间的病毒学反应。与 TPS 相比,UDS 对检测少数非 R5 变异株更敏感。第 8 周时,R5 患者的中位 log10 病毒载量变化为-2.4,无论使用哪种方法进行分类;对于非 R5 病毒的患者,TF-ES 或反射试验的中位变化为-1.2,UDS 的中位变化为-1.0。在所有 3 种情况下,R5 和非 R5 组之间的差异均具有统计学显著性(p<0.0001)。第 8 周时,TF-ES 的阳性预测值为 66%,反射试验和 UDS 的阳性预测值均为 65%。TF-ES 的阴性预测值为 59%,反射试验的阴性预测值为 58%,UDS 的阴性预测值为 61%。总之,单独使用 UDS 或反射策略进行基因型嗜性检测可将马拉维若的应答者和无应答者分开,与敏感的表型检测一样,两种检测方法均比单独使用 TPS 具有更好的性能。基因型嗜性检测可能为具有类似鉴别能力的表型检测提供替代方法。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5614/3459909/b2eb98f9135e/pone.0046334.g001.jpg

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