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OVSCORE - a validated score to identify ovarian cancer patients not suitable for primary surgery

机译:OVSCORE-验证分数,可识别不适合原发手术的卵巢癌患者

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Following primary debulking surgery, the presence of a residual tumor mass is one of the most important prognostic factors in ovarian cancer. In a previous study, we established the OVSCORE, an algorithm to predict surgical outcome, based on the clinical factors of nuclear grading and ascitic fluid volume, plus the cancer biomarkers, kallikrein-related peptidases (KLKs), KLK6 and KLK13. In the present study, OVSCORE performance was tested in an independent ovarian cancer patient cohort consisting of 87 patients. The impact of KLKs, KLK5, 6, 7 and 13 and other clinical factors on patient prognosis and outcome was also evaluated. The OVSCORE proved to be a strong and statistically significant predictor of surgical success in terms of area under the receiver operating characteristic curve (ROC AUC, 0.777), as well as positive and negative predictive value in this independent study group. KLK6 and 13 individually did not show clinical relevance in this cohort, but two other KLKs, KLK5 and KLK7, were associated with advanced FIGO stage, higher nuclear grade and positive lymph node status. In the multivariate Cox regression analysis for overall survival (OS), KLK7 had a protective impact on OS. This study confirms the role of KLKs in ovarian cancer for surgical success and survival, and validates the novel OVSCORE algorithm in an independent collective. As a key clinical application, the OVSCORE could aid gynecological oncologists in identifying those ovarian cancer patients unlikely to benefit from radical surgery who could be candidates for alternative therapeutic approaches.
机译:在初级减体手术后,残留肿瘤的存在是卵巢癌最重要的预后因素之一。在先前的研究中,我们基于核定级和腹水量的临床因素,以及癌症生物标志物,激肽释放酶相关肽酶(KLKs),KLK6和KLK13,建立了OVSCORE(一种预测手术结果的算法)。在本研究中,在一个由87名患者组成的独立卵巢癌患者队列中测试了OVSCORE的性能。还评估了KLK,KLK5、6、7和13以及其他临床因素对患者预后和结果的影响。就接受者工作特征曲线下的面积(ROC AUC,0.777)以及该独立研究组的阳性和阴性预测值而言,OVSCORE被证明是手术成功的有力且具有统计学意义的预测指标。在这一队列中,KLK6和13各自没有显示临床相关性,但另外两个KLK,即KLK5和KLK7与FIGO晚期,核级高和淋巴结阳性状态相关。在总生存期(OS)的多变量Cox回归分析中,KLK7对OS有保护作用。这项研究证实了KLKs在卵巢癌中对于手术成功和生存的作用,并在一个独立的集体中验证了新颖的OVSCORE算法。作为一项重要的临床应用,OVSCORE可以帮助妇科肿瘤科医生确定那些不太可能从根治性手术中受益的卵巢癌患者,这些患者可能会成为替代治疗方法的候选人。

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