Identification of Blood-Based Biomarkers for the Prediction of the Response to Neoadjuvant Chemoradiation in Rectal Cancer

被引:9
作者
Dayde, Delphine [1 ]
Gunther, Jillian [2 ]
Hirayama, Yutaka [3 ]
Weksberg, David C. [2 ,4 ]
Boutin, Adam [5 ]
Parhy, Gargy [1 ]
Aguilar-Bonavides, Clemente [6 ]
Wang, Hong [7 ,8 ]
Katayama, Hiroyuki [7 ]
Abe, Yuichi [9 ]
Do, Kim-Anh [6 ]
Hara, Kazuo [10 ]
Kinoshita, Takashi [11 ]
Komori, Koji [11 ]
Shimizu, Yasuhiro [11 ]
Tajika, Masahiro [3 ]
Niwa, Yasumasa [3 ]
Wang, Y. Alan [5 ]
DePinho, Ronald [5 ]
Hanash, Samir [7 ]
Krishnan, Sunil [2 ,12 ]
Taguchi, Ayumu [1 ,9 ,13 ]
机构
[1] Univ Texas MD Anderson Canc Ctr, Dept Translat Mol Pathol, Houston, TX 77030 USA
[2] Univ Texas MD Anderson Canc Ctr, Dept Radiat Oncol, Houston, TX 77030 USA
[3] Aichi Canc Ctr Hosp, Dept Endoscopy, Nagoya, Aichi 4648681, Japan
[4] UPMC Pinnacle Radiat Oncol, Harrisburg, PA 17109 USA
[5] Univ Texas MD Anderson Canc Ctr, Dept Canc Biol, Houston, TX 77030 USA
[6] Univ Texas MD Anderson Canc Ctr, Dept Biostat, Houston, TX 77030 USA
[7] Univ Texas MD Anderson Canc Ctr, Dept Clin Canc Prevent, Houston, TX 77030 USA
[8] Zhejiang Univ, Med Sch, Hangzhou Cosmos Wisdom Mass Spectrometry Ctr, Hangzhou 311200, Peoples R China
[9] Aichi Canc Ctr, Div Mol Diagnost, Nagoya, Aichi 4648681, Japan
[10] Aichi Canc Ctr Hosp, Dept Gastroenterol, Nagoya, Aichi 4648681, Japan
[11] Aichi Canc Ctr Hosp, Dept Gastroenterol Surg, Nagoya, Aichi 4648681, Japan
[12] Mayo Clin Florida, Dept Radiat Oncol, Jacksonville, FL 32224 USA
[13] Nagoya Univ, Div Adv Canc Diagnost, Grad Sch Med, Nagoya, Aichi 4668550, Japan
关键词
rectal cancer; neoadjuvant chemoradiation; mouse model; proteomics; biomarkers; PATHOLOGICAL COMPLETE RESPONSE; CLINICAL COMPLETE RESPONDERS; PREOPERATIVE CHEMORADIOTHERAPY; WAIT; THERAPY; WATCH; DYSFUNCTION; SURGERY; TUMOR;
D O I
10.3390/cancers13143642
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Simple Summary Although pathologic complete response (pCR) to neoadjuvant chemoradiation (nCRT) in locally advanced rectal cancer (LARC) is associated with better outcomes, a subset of tumors exhibit resistance to nCRT. Therefore, there is a need of biomarkers to predict the nCRT response and increment efforts for personalized therapeutic options. To this end, we analyzed pretreatment plasma proteome of a mouse model of rectal cancer treated with concurrent chemoradiation, resulting in identification and validation of plasma VEGFR3 as a potential predicting biomarker. In addition, plasma levels of EGFR and COX2, previously validated tissue-based predicting biomarkers, were significantly higher in non-pCR than pCR LARC patients, indicating that EGFR and COX2 can also serve as blood-based biomarkers. The performance of the biomarker panel combining VEGFR3, EGFR, and COX2 were significantly improved compared to that of each marker alone, providing a rationale for further integration and refinement of the biomarker panel and validation in the larger sample sets. The current standard of care for patients with locally advanced rectal cancer (LARC) is neoadjuvant chemoradiation (nCRT) followed by total mesorectal excision surgery. However, the response to nCRT varies among patients and only about 20% of LARC patients achieve a pathologic complete response (pCR) at the time of surgery. Therefore, there is an unmet need for biomarkers that could predict the response to nCRT at an early time point, allowing for the selection of LARC patients who would or would not benefit from nCRT. To identify blood-based biomarkers for prediction of nCRT response, we performed in-depth quantitative proteomic analysis of pretreatment plasma from mice bearing rectal tumors treated with concurrent chemoradiation, resulting in the quantification of 567 proteins. Among the plasma proteins that increased in mice with residual rectal tumor after chemoradiation compared to mice that achieved regression, we selected three proteins (Vascular endothelial growth factor receptor 3 [VEGFR3], Insulin like growth factor binding protein 4 [IGFBP4], and Cathepsin B [CTSB]) for validation in human plasma samples. In addition, we explored whether four tissue protein biomarkers previously shown to predict response to nCRT (Epidermal growth factor receptor [EGFR], Ki-67, E-cadherin, and Prostaglandin G/H synthase 2 [COX2]) also act as potential blood biomarkers. Using immunoassays for these seven biomarker candidates as well as Carcinoembryonic antigen [CEA] levels on plasma collected before nCRT from 34 patients with LARC (6 pCR and 28 non-pCR), we observed that levels of VEGFR3 (p = 0.0451, AUC = 0.720), EGFR (p = 0.0128, AUC = 0.679), and COX2 (p = 0.0397, AUC = 0.679) were significantly increased in the plasma of non-pCR LARC patients compared to those of pCR LARC patients. The performance of the logistic regression model combining VEGFR3, EGFR, and COX2 was significantly improved compared with the performance of each biomarker, yielding an AUC of 0.869 (sensitivity 43% at 95% specificity). Levels of VEGFR3 and EGFR were significantly decreased 5 to 7 months after tumor resection in plasma from 18 surgically resected rectal cancer patients, suggesting that VEGFR3 and EGFR may emanate from tumors. These findings suggest that circulating VEGFR3 can contribute to the prediction of the nCRT response in LARC patients together with circulating EGFR and COX2.
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页数:14
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