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PROM1、CXCL8、RUNX1、NAV1 和 TP73 基因作为独立标志物,可预测两组高级别浆液性卵巢癌患者的预后或治疗反应。

PROM1, CXCL8, RUNX1, NAV1 and TP73 genes as independent markers predictive of prognosis or response to treatment in two cohorts of high-grade serous ovarian cancer patients.

机构信息

Laboratory of Genetic and Molecular Cancer Diagnostics, Maria Sklodowska-Curie National Research Institute of Oncology, Warsaw, Poland.

Department of Cancer Biology, Maria Sklodowska-Curie National Research Institute of Oncology, Warsaw, Poland.

出版信息

PLoS One. 2022 Jul 22;17(7):e0271539. doi: 10.1371/journal.pone.0271539. eCollection 2022.

DOI:10.1371/journal.pone.0271539
PMID:35867729
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC9307210/
Abstract

Considering the vast biological diversity and high mortality rate in high-grade ovarian cancers, identification of novel biomarkers, enabling precise diagnosis and effective, less aggravating treatment, is of paramount importance. Based on scientific literature data, we selected 80 cancer-related genes and evaluated their mRNA expression in 70 high-grade serous ovarian cancer (HGSOC) samples by Real-Time qPCR. The results were validated in an independent Northern American cohort of 85 HGSOC patients with publicly available NGS RNA-seq data. Detailed statistical analyses of our cohort with multivariate Cox and logistic regression models considering clinico-pathological data and different TP53 mutation statuses, revealed an altered expression of 49 genes to affect the prognosis and/or treatment response. Next, these genes were investigated in the validation cohort, to confirm the clinical significance of their expression alterations, and to identify genetic variants with an expected high or moderate impact on their products. The expression changes of five genes, PROM1, CXCL8, RUNX1, NAV1, TP73, were found to predict prognosis or response to treatment in both cohorts, depending on the TP53 mutation status. In addition, we revealed novel and confirmed known SNPs in these genes, and showed that SNPs in the PROM1 gene correlated with its elevated expression.

摘要

鉴于高级别卵巢癌具有广泛的生物学多样性和高死亡率,因此确定新的生物标志物,实现精确诊断和有效、低加重治疗至关重要。基于科学文献数据,我们选择了 80 个与癌症相关的基因,并通过实时 qPCR 评估了 70 个高级别浆液性卵巢癌 (HGSOC) 样本中的这些基因的 mRNA 表达。在具有公开可用的 NGS RNA-seq 数据的 85 名 HGSOC 患者的独立北美队列中验证了这些结果。通过多变量 Cox 和逻辑回归模型对我们的队列进行详细的统计分析,考虑了临床病理数据和不同的 TP53 突变状态,发现 49 个基因的表达改变会影响预后和/或治疗反应。接下来,在验证队列中研究了这些基因,以确认其表达改变的临床意义,并确定对其产物具有高或中度预期影响的遗传变异。五个基因(PROM1、CXCL8、RUNX1、NAV1 和 TP73)的表达变化被发现可以预测两个队列中的预后或治疗反应,具体取决于 TP53 突变状态。此外,我们揭示了这些基因中的新的和已确认的 SNP,并表明 PROM1 基因中的 SNP 与其高表达相关。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3791/9307210/208b9585dc88/pone.0271539.g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3791/9307210/1ed22a2b6038/pone.0271539.g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3791/9307210/054a5a6c8baa/pone.0271539.g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3791/9307210/a3d589adb8bd/pone.0271539.g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3791/9307210/7c433771f057/pone.0271539.g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3791/9307210/208b9585dc88/pone.0271539.g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3791/9307210/1ed22a2b6038/pone.0271539.g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3791/9307210/054a5a6c8baa/pone.0271539.g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3791/9307210/a3d589adb8bd/pone.0271539.g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3791/9307210/7c433771f057/pone.0271539.g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3791/9307210/208b9585dc88/pone.0271539.g005.jpg

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