PAX1 甲基化作为一种可靠的预测因子:开发并验证用于评估接受阴道镜检查的人类乳头瘤病毒 16/18 阳性妇女进行宫颈内口刮除术 (ECC) 必要性的提名图。

IF 5.4 3区 材料科学 Q2 CHEMISTRY, PHYSICAL
Yingnan Lu, Haiyue Wu, Kun Fu, YuFei Shen, Lucia Li, Zexi Liao, Yingzhen Liu, Yanan Kang, Yu Zhang
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引用次数: 0

摘要

目的:人乳头瘤病毒(HPV)16/18 阳性患者常规宫颈内膜刮宫术(ECC)面临的主要挑战是只有一小部分患者能从中受益。然而,目前报告的模型往往高估了 ECC 的有效性和必要性,因此很难提高患者的获益。本研究假设,评估配对框基因 1 甲基化水平(PAX1m)和临床特征可提高通过 ECC 检测阴道镜引导活检(CDB)未发现的额外高级别鳞状上皮内病变或更严重病变(HSIL +)的预测准确性:收集并分析了2018年4月至2022年4月期间接受CDB和ECC检查的134名HPV16/18阳性女性的数据。利用定量甲基化特异性聚合酶链反应(qMSP)测量PAX1m,以ΔCp表示。通过单变量和多变量回归分析来筛选变量和预测因素。利用多变量逻辑回归构建了一个提名图,以预测 ECC 检测到的额外 HSIL +。使用接收器操作特征曲线(ROC)和校准图评估了提名图的区分度、校准性和临床实用性:结果:年龄(比值比 [OR],5.654;95% 置信区间 [CI],1.131-37.700)、细胞学(OR,24.978;95% CI,3.085-540.236)和按级别划分的 PAX1 甲基化水平(PAX1m 级别)(OR,7.801;95% CI,1.548-44.828)是通过 ECC 额外检测到 HSIL + 的独立预测因素。在HPV16/18阳性女性中,通过ECC额外检测到HSIL +的可能性随着细胞学异常的严重程度而增加,在高级别细胞学病变中达到43.8%。此外,当细胞学检查结果显示为低级别病变时,PAX1甲基化水平与通过ECC额外检测出HSIL +的可能性呈正相关(P值 结论):临床提名图对通过ECC额外检测HPV16/18感染妇女的HSIL +具有良好的预测性。PAX1甲基化水平可作为一种有价值的工具,指导HPV16/18感染患者在ECC方面做出个体化临床决策,尤其是在细胞学检查结果为低级别的情况下。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
PAX1 methylation as a robust predictor: developing and validating a nomogram for assessing endocervical curettage (ECC) necessity in human papillomavirus16/18-positive women undergoing colposcopy.

Objective: The major challenge in routine endocervical curettage (ECC) among Human Papillomavirus (HPV) 16/18-positive patients is that only a small fraction benefit. Nevertheless, current reported models often overestimate the validity and necessity of ECC, making it difficult to improve benefits for patients. This research hypothesized that assessing paired boxed gene 1 methylation levels (PAX1m) and clinical characteristics could enhance the predictive accuracy of detecting additional high-grade squamous intraepithelial lesions or worse (HSIL +) through ECC that were not identified by colposcopy-directed biopsy (CDB).

Methods: Data from 134 women with HPV16/18 positivity undergoing CDB and ECC between April 2018 and April 2022 were collected and analyzed. Quantitative methylation-specific polymerase chain reaction (qMSP) was utilized to measure PAX1m, expressed as ΔCp. Univariate and multivariate regression analyses were conducted to screen variables and select predictive factors. A nomogram was constructed using multivariate logistic regression to predict additional HSIL + detected by ECC. The discrimination, calibration, and clinical utility of the nomogram were evaluated using receiver operating characteristic curves (ROC) and the calibration plot.

Results: Age (odds ratio [OR], 5.654; 95% confidence interval [CI], 1.131-37.700), cytology (OR, 24.978; 95% CI, 3.085-540.236), and PAX1 methylation levels by grade (PAX1m grade) (OR, 7.801; 95% CI, 1.548-44.828) were independent predictive factors for additional detection of HSIL + by ECC. In HPV16/18-positive women, the likelihood of additional detection of HSIL + through ECC increased with the severity of cytological abnormalities, peaking at 43.8% for high-grade cytological lesions. Moreover, when cytological findings indicated low-grade lesions, PAX1 methylation levels were positively correlated with the additional detection of HSIL + by ECC (P value < 0.001). A nomogram prediction model was developed (area under curve (AUC) = 0.946; 95% CI, 0.901-0.991), demonstrating high sensitivity (90.9%) and specificity (90.5%) at the optimal cutoff point of 107. Calibration analysis confirmed the model's strong agreement between predicted and observed probabilities.

Conclusion: The clinical nomogram presented promising predictive performance for the additional detection of HSIL + through ECC among women with HPV16/18 infection. PAX1 methylation level could serve as a valuable tool in guiding individualized clinical decisions regarding ECC for patients with HPV 16/18 infection, particularly in cases of low-grade cytological findings.

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来源期刊
ACS Applied Energy Materials
ACS Applied Energy Materials Materials Science-Materials Chemistry
CiteScore
10.30
自引率
6.20%
发文量
1368
期刊介绍: ACS Applied Energy Materials is an interdisciplinary journal publishing original research covering all aspects of materials, engineering, chemistry, physics and biology relevant to energy conversion and storage. The journal is devoted to reports of new and original experimental and theoretical research of an applied nature that integrate knowledge in the areas of materials, engineering, physics, bioscience, and chemistry into important energy applications.
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