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使用四蛋白免疫组织化学模型预测结直肠癌患者对奥沙利铂联合5-氟尿嘧啶化疗的反应

Response prediction to oxaliplatin plus 5-fluorouracil chemotherapy in patients with colorectal cancer using a four-protein immunohistochemical model.

作者信息

Gu Junjie, Li Zhe, Zhou Jianfeng, Sun Zhao, Bai Chunmei

机构信息

Department of Medical Oncology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Dongcheng, Beijing 100730, P.R. China.

Department of Medical Oncology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Dongcheng, Beijing 100730, P.R. China.

出版信息

Oncol Lett. 2019 Aug;18(2):2091-2101. doi: 10.3892/ol.2019.10474. Epub 2019 Jun 14.

Abstract

The response of cancer patients to oxaliplatin combined with 5-fluorouracil (5-FU) is difficult to predict. It has been reported that carcinoma-associated fibroblasts (CAFs) could induce AKT and ERK phosphorylation, and upregulate survivin expression in colorectal cancer (CRC) cells, which could lead to oxaliplatin plus 5-FU resistance. A total of 71 patients with advanced CRC (aCRC) treated with oxaliplatin plus 5-FU were included in the present study. These patients comprised 46 chemotherapy responders and 25 non-responders. The expression levels of α-smooth muscle actin (α-SMA), phosphorylated (p)-AKT, p-ERK and survivin were determined by immunohistochemical evaluation of paraffin-embedded samples from patients. A predictive model was established using a Probabilistic Neural Network model. The high expression of α-SMA, p-AKT and survivin in patients with aCRC were associated with oxaliplatin plus 5-FU resistance (P<0.001, P=0.023 and P=0.001, respectively). Furthermore, patients with stage IV CRC exhibiting high expression levels of α-SMA and survivin experienced a reduced progression-free survival time compared with patients with low expressions of α-SMA and survivin (5.5 vs. 15.0 months; 5.5 vs. 15.0 months; P=0.005 and P=0.001, respectively). Stage IV CRC and high survivin expression predicted a reduced overall survival time compared with that for patients with stage IV CRC and low survivin expression (50.0 vs. 15.0 months; P<0.001). Patients with α-SMA, p-AKT, p-ERK and survivin overexpression were more likely to present with intrinsic resistance to the oxaliplatin plus 5-FU regimen (the accuracies of modeling, validation and prediction were 83.7, 92.9 and 85.7%, respectively). In conclusion, the multifactorial predictive biomarker model of α-SMA, p-AKT, p-ERK and survivin expression for patients with aCRC to predict intrinsic resistance to oxaliplatin plus 5-FU regimens is of great efficiency and accuracy. Patients with high expression of this predictive model may be intrinsically resistant to the oxaliplatin and 5-FU regimen.

摘要

癌症患者对奥沙利铂联合5-氟尿嘧啶(5-FU)的反应难以预测。据报道,癌相关成纤维细胞(CAFs)可诱导AKT和ERK磷酸化,并上调结直肠癌(CRC)细胞中生存素的表达,这可能导致对奥沙利铂加5-FU产生耐药性。本研究纳入了71例接受奥沙利铂加5-FU治疗的晚期CRC(aCRC)患者。这些患者包括46例化疗反应者和25例无反应者。通过对患者石蜡包埋样本进行免疫组织化学评估,测定α平滑肌肌动蛋白(α-SMA)、磷酸化(p)-AKT、p-ERK和生存素的表达水平。使用概率神经网络模型建立预测模型。aCRC患者中α-SMA、p-AKT和生存素的高表达与奥沙利铂加5-FU耐药相关(分别为P<0.001、P=0.023和P=0.001)。此外,与α-SMA和生存素低表达的患者相比,α-SMA和生存素高表达的IV期CRC患者无进展生存期缩短(分别为5.5个月对15.0个月;5.5个月对15.0个月;P=0.005和P=0.001)。与IV期CRC且生存素低表达的患者相比,IV期CRC和生存素高表达预测总生存期缩短(50.0个月对15.0个月;P<0.001)。α-SMA、p-AKT、p-ERK和生存素过表达的患者更有可能对奥沙利铂加5-FU方案存在内在耐药性(建模、验证和预测的准确率分别为83.7%、92.9%和85.7%)。总之,用于预测aCRC患者对奥沙利铂加5-FU方案内在耐药性的α-SMA、p-AKT、p-ERK和生存素表达的多因素预测生物标志物模型具有很高的效率和准确性。该预测模型高表达的患者可能对奥沙利铂和5-FU方案存在内在耐药性。

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