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Li M, Zhu C, Xue Y, Miao C, He R, Li W, Zhang B, Yu W, Huang X, Lv M, Xu Y, Huang Q. A DNA methylation signature for the prediction of tumour recurrence in stage II colorectal cancer. Br J Cancer 2023; 128:1681-1689. [PMID: 36828869 PMCID: PMC10133253 DOI: 10.1038/s41416-023-02155-8] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2022] [Revised: 01/05/2023] [Accepted: 01/11/2023] [Indexed: 02/26/2023] Open
Abstract
BACKGROUND A major challenge in stage II colorectal carcinoma is to identify patients with increased risk of recurrence. Biomarkers that distinguish patients with poor prognosis from patients without recurrence are currently lacking. This study aims to develop a robust DNA methylation classifier that allows the prediction of recurrence and chemotherapy benefit in patients with stage II colorectal cancer. We performed a genome-wide DNA methylation capture sequencing in 243 stage II colorectal carcinoma samples and identified a relapse-specific DNA methylation signature consisting of eight CpG sites. METHODS Two hundred and forty-three patients with stage II CRC were enrolled in this study. In order to select differential methylation sites among recurrence and non-recurrence stage II CRC samples, DNA methylation profiles of 62 tumour samples including 31 recurrence and 31 nonrecurrence samples were analysed using the Agilent SureSelectXT Human Methyl-Seq, a comprehensive target enrichment system to analyse CpG methylation. Pyrosequencing was applied to quantify the methylation level of candidate DNA methylation sites in 243 patients. Least absolute shrinkage and selection operator (LASSO) method was employed to build the disease recurrence prediction classifier. RESULTS We identified a relapse-related DNA methylation signature consisting of eight CpG sites in stage II CRC by DNA methylation capture sequencing. The classifier showed significantly higher prognostic accuracy than any clinicopathological risk factors. The Kaplan-Meier survival curve showed an association of high-risk score with poor prognosis. In multivariate analysis, the signature was the most significant prognosis factor, with an HR of 2.80 (95% CI, 1.71-4.58, P < 0.001). The signature could identify patients who are suitable candidates for adjuvant chemotherapy. CONCLUSIONS An eight-CpG DNA methylation signature is a reliable prognostic and predictive tool for disease recurrence in patients with stage II CRC.
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Affiliation(s)
- Min Li
- Cancer Center, Zhongshan Hospital, Fudan University, 180 Fenglin Road, 200032, Shanghai, P. R. China
- Institute of Clinical Sciences, Zhongshan Hospital, Fudan University, 180 Fenglin Road, 200032, Shanghai, P. R. China
| | - Congcong Zhu
- Department of Colorectal Surgery, Fudan University Shanghai Cancer Center, 270 Dong'An Road, 200032, Shanghai, P. R. China
- Department of Oncology, Shanghai Medical College, Fudan University, 270 Dong'An Road, 200032, Shanghai, P. R. China
| | - Ying Xue
- Cancer Center, Zhongshan Hospital, Fudan University, 180 Fenglin Road, 200032, Shanghai, P. R. China
- Institute of Clinical Sciences, Zhongshan Hospital, Fudan University, 180 Fenglin Road, 200032, Shanghai, P. R. China
| | - Changhong Miao
- Cancer Center, Zhongshan Hospital, Fudan University, 180 Fenglin Road, 200032, Shanghai, P. R. China
- Department of Anesthesiology, Zhongshan Hospital, Fudan University, 180 Fenglin Road, 200032, Shanghai, P. R. China
| | - Ruiping He
- Cancer Center, Zhongshan Hospital, Fudan University, 180 Fenglin Road, 200032, Shanghai, P. R. China
- Institute of Clinical Sciences, Zhongshan Hospital, Fudan University, 180 Fenglin Road, 200032, Shanghai, P. R. China
| | - Wei Li
- Laboratory of RNA Epigenetics, Institute of Biomedical Sciences, Fudan University, 130 Dong'An Road, 200032, Shanghai, P. R. China
| | - Baolong Zhang
- Laboratory of RNA Epigenetics, Institute of Biomedical Sciences, Fudan University, 130 Dong'An Road, 200032, Shanghai, P. R. China
| | - Wenqiang Yu
- Laboratory of RNA Epigenetics, Institute of Biomedical Sciences, Fudan University, 130 Dong'An Road, 200032, Shanghai, P. R. China
| | - Xingxu Huang
- School of Life Science and Technology, ShanghaiTech University, 201210, Shanghai, P. R. China
| | - Minzhi Lv
- Institute of Clinical Sciences, Zhongshan Hospital, Fudan University, 180 Fenglin Road, 200032, Shanghai, P. R. China.
- Department of Biostatistics, Clinical Research Unit, Zhongshan Hospital, Fudan University, 180 Fenglin Road, 200032, Shanghai, P. R. China.
| | - Ye Xu
- Department of Colorectal Surgery, Fudan University Shanghai Cancer Center, 270 Dong'An Road, 200032, Shanghai, P. R. China.
- Department of Oncology, Shanghai Medical College, Fudan University, 270 Dong'An Road, 200032, Shanghai, P. R. China.
| | - Qihong Huang
- Cancer Center, Zhongshan Hospital, Fudan University, 180 Fenglin Road, 200032, Shanghai, P. R. China.
- Institute of Clinical Sciences, Zhongshan Hospital, Fudan University, 180 Fenglin Road, 200032, Shanghai, P. R. China.
- Shanghai Respiratory Research Institute, 180 Fenglin Road, 200032, Shanghai, P. R. China.
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Li T, Feng R, Chen B, Zhou J. EREG is a risk factor for the prognosis of patients with cervical cancer. Front Med (Lausanne) 2023; 10:1161835. [PMID: 37020674 PMCID: PMC10067667 DOI: 10.3389/fmed.2023.1161835] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2023] [Accepted: 02/27/2023] [Indexed: 04/07/2023] Open
Abstract
Background Cervical cancer continues to threaten women's health worldwide. Identifying critical oncogenic molecules is important to drug development and prognosis prediction for patients with cervical cancer. Recent studies have demonstrated that epiregulin (EREG) is upregulated in various cancer types, which contributes to cancer progression by triggering the EGFR signaling pathway. However, the role of EREG is still unclear. Methods In this study, we first conducted a comprehensive biological analysis to investigate the expression of EREG in cervical cancer. Then, we investigated the correlations between EREG expression level and clinicopathological features. In addition, we validated the effects of EREG expression on the proliferation and apoptosis of cervical cancer cells. Results Based on the public database, we found that the expression of EREG was higher in advanced cervical cancer samples. Survival analysis showed that EREG was a risk factor for the prognosis of cervical cancer. In vitro experiments demonstrated that EREG knockdown undermined proliferation and promoted apoptosis in cancer cells. Conclusion EREG plays a vital role in the progression of cervical cancer, which contributes to hyperactive cell proliferation and decreased cell apoptosis. It might be a valuable target for prognosis prediction and drug development for cervical cancer in the future.
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Affiliation(s)
- Tianye Li
- Department of Gynecology, The Second Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China
| | - Ruijing Feng
- Department of Obstetrics and Gynecology, The Central Hospital of Wuhan, Wuhan, China
| | - Bingxin Chen
- Department of Gynecologic Oncology, Women's Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
| | - Jianwei Zhou
- Department of Gynecology, The Second Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China
- *Correspondence: Jianwei Zhou
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Alig AHS, Heinemann V, Geissler M, Fischer von Weikersthal L, Decker T, Heinrich K, Held S, Weiss L, Fischer LE, Moosmann N, Stahler A, Jelas I, Kurreck A, von Einem JC, Reinacher-Schick AC, Tannapfel A, Giessen-Jung C, Stintzing S, Modest DP. Exact Primary Tumor Location in mCRC: Prognostic Value and Predictive Impact on Anti-EGFR mAb Efficacy. Cancers (Basel) 2022; 14:cancers14030526. [PMID: 35158793 PMCID: PMC8833757 DOI: 10.3390/cancers14030526] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2021] [Revised: 01/10/2022] [Accepted: 01/17/2022] [Indexed: 02/05/2023] Open
Abstract
Simple Summary Sidedness of primary tumor is a well-established prognostic marker and is predictive for anti-EGFR efficacy in RAS/BRAF wild-type metastatic colorectal cancer (mCRC) patients. As molecular markers change rather continuously throughout the colon, we ask whether the exact primary tumor location (PTL) is a better prognostic marker than sidedness and predictive for anti-EGFR efficacy in RAS/BRAF wild-type mCRC. We retrospectively analyzed five studies containing various therapy protocols concerning primary tumor location, dividing the colorectal frame into six segments. In our cohort, PTL has a prognostic impact on disease spread and overall survival. Only distal segments benefitted when receiving anti-EGFR containing therapy regarding overall survival. Intermediate segments were indifferent and caecal primaries had a detrimental effect receiving anti-EGFR based therapy. Being a retrospective analysis and challenging the standard of basing anti-EGFR treatment on sidedness in RAS/BRAF wild-type mCRC, future studies are necessary to confirm and further investigate our hypothesis-generating results. Abstract Primary tumor sidedness (left vs. right) has prognostic and predictive impact on anti-EGFR agent efficacy and thus management of metastatic colorectal cancer (mCRC). This analysis evaluates the relevance of primary tumor location (PTL) in RAS/BRAF wild-type mCRC patients, when dividing the colorectal frame into six segments. This pooled analysis, performed on a single-patient basis of five randomized first-line therapy trials, evaluates the impact of exact PTL classification on baseline characteristics, prognosis and prediction of anti-EGFR antibody efficacy by chi-square and log-rank tests, the Kaplan–Meier method, Cox and logistic regressions. The PTL was significantly associated with metastatic spread: liver (p = 0.001), lung (p = 0.047), peritoneal (p < 0.001) and lymph nodes (p = 0.048). A multivariate analysis indicated an impact on anti-EGFR agent efficacy in terms of overall survival depending on the exact primary tumor location: from detrimental in caecal (HR 2.63), rather neutral effects in the ascending colon (HR 1.24), right flexure/transverse colon (HR 0.99) and left flexure/descending colon (HR 0.91) to clear benefit in sigmoid (HR 0.71) and rectal (HR 0.58) primaries. Exact primary tumor location affects anti-EGFR antibody efficacy in a rather continuous than a dichotomous fashion in RAS/BRAF wild-type mCRC patients. This perspective might help to support clinical decisions when anti-EGFR antibodies are considered.
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Affiliation(s)
- Annabel H. S. Alig
- Department of Hematology, Oncology, and Tumorimmunology, Charité—Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and HumboldtUniversität zu Berlin, 10117 Berlin, Germany; (A.H.S.A.); (A.S.); (I.J.); (A.K.); (J.C.v.E.); (S.S.)
| | - Volker Heinemann
- Department of Medical Oncology & Comprehensive Cancer Center, University Hospital Grosshadern, Ludwig Maximilians Universität (LMU), 81377 Munich, Germany; (V.H.); (K.H.); (L.W.); (L.E.F.); (C.G.-J.)
- German Cancer Consortium (DKTK), DKFZ, 69120 Heidelberg, Germany
| | | | | | | | - Kathrin Heinrich
- Department of Medical Oncology & Comprehensive Cancer Center, University Hospital Grosshadern, Ludwig Maximilians Universität (LMU), 81377 Munich, Germany; (V.H.); (K.H.); (L.W.); (L.E.F.); (C.G.-J.)
| | | | - Lena Weiss
- Department of Medical Oncology & Comprehensive Cancer Center, University Hospital Grosshadern, Ludwig Maximilians Universität (LMU), 81377 Munich, Germany; (V.H.); (K.H.); (L.W.); (L.E.F.); (C.G.-J.)
| | - Laura E. Fischer
- Department of Medical Oncology & Comprehensive Cancer Center, University Hospital Grosshadern, Ludwig Maximilians Universität (LMU), 81377 Munich, Germany; (V.H.); (K.H.); (L.W.); (L.E.F.); (C.G.-J.)
| | - Nicolas Moosmann
- Krankenhaus Barmherzige Brüder Regensburg, 93049 Regensburg, Germany;
| | - Arndt Stahler
- Department of Hematology, Oncology, and Tumorimmunology, Charité—Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and HumboldtUniversität zu Berlin, 10117 Berlin, Germany; (A.H.S.A.); (A.S.); (I.J.); (A.K.); (J.C.v.E.); (S.S.)
| | - Ivan Jelas
- Department of Hematology, Oncology, and Tumorimmunology, Charité—Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and HumboldtUniversität zu Berlin, 10117 Berlin, Germany; (A.H.S.A.); (A.S.); (I.J.); (A.K.); (J.C.v.E.); (S.S.)
| | - Annika Kurreck
- Department of Hematology, Oncology, and Tumorimmunology, Charité—Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and HumboldtUniversität zu Berlin, 10117 Berlin, Germany; (A.H.S.A.); (A.S.); (I.J.); (A.K.); (J.C.v.E.); (S.S.)
| | - Jobst C. von Einem
- Department of Hematology, Oncology, and Tumorimmunology, Charité—Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and HumboldtUniversität zu Berlin, 10117 Berlin, Germany; (A.H.S.A.); (A.S.); (I.J.); (A.K.); (J.C.v.E.); (S.S.)
| | | | - Andrea Tannapfel
- Pathologisches Institut der Ruhr Universität Bochum, 44789 Bochum, Germany;
| | - Clemens Giessen-Jung
- Department of Medical Oncology & Comprehensive Cancer Center, University Hospital Grosshadern, Ludwig Maximilians Universität (LMU), 81377 Munich, Germany; (V.H.); (K.H.); (L.W.); (L.E.F.); (C.G.-J.)
| | - Sebastian Stintzing
- Department of Hematology, Oncology, and Tumorimmunology, Charité—Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and HumboldtUniversität zu Berlin, 10117 Berlin, Germany; (A.H.S.A.); (A.S.); (I.J.); (A.K.); (J.C.v.E.); (S.S.)
| | - Dominik P. Modest
- Department of Hematology, Oncology, and Tumorimmunology, Charité—Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and HumboldtUniversität zu Berlin, 10117 Berlin, Germany; (A.H.S.A.); (A.S.); (I.J.); (A.K.); (J.C.v.E.); (S.S.)
- Correspondence: ; Tel.: +49-30-450-665237
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Amphiregulin can predict treatment resistance to palliative first-line cetuximab plus FOLFIRI chemotherapy in patients with RAS wild-type metastatic colorectal cancer. Sci Rep 2021; 11:23803. [PMID: 34893673 PMCID: PMC8664812 DOI: 10.1038/s41598-021-03197-9] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2021] [Accepted: 11/29/2021] [Indexed: 11/26/2022] Open
Abstract
Amphiregulin (AREG) is an epidermal growth factor receptor (EGFR) ligand. The aim of this study was to investigate the effects of baseline plasma AREG levels in KRAS, NRAS, and BRAF wild-type metastatic colorectal cancer (CRC) on treatment outcome with palliative first-line cetuximab + FOLFIRI chemotherapy. Chemotherapy outcomes were analyzed based on baseline plasma AREG levels. The clinical findings were further validated using an in vitro model of CRC. Among 35 patients, the progression-free survival (PFS) was significantly inferior in patients with high AREG than in those with low AREG levels: 10.9 vs. 24.2 months, respectively (p = 0.008). However, after failure of first-line chemotherapy, AREG levels were associated with neither PFS (4.8 vs. 11.6 months; p = 0.215) nor overall survival (8.4 vs. 13.3 months; p = 0.975). In SNU-C4 and Caco-2 cells which were relatively sensitive to cetuximab among the seven CRC cell lines tested, AREG significantly decreased the anti-proliferative effect of cetuximab (p < 0.05) via AKT and ERK activation. However, after acquiring cetuximab resistance with gradual exposure for more than 6 months, AREG neither increased colony formation nor activated AKT and ERK after cetuximab treatment. Our results suggest that plasma AREG is a potential biomarker to predict clinical outcomes after cetuximab-based chemotherapy.
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Cheng WL, Feng PH, Lee KY, Chen KY, Sun WL, Van Hiep N, Luo CS, Wu SM. The Role of EREG/EGFR Pathway in Tumor Progression. Int J Mol Sci 2021; 22:ijms222312828. [PMID: 34884633 PMCID: PMC8657471 DOI: 10.3390/ijms222312828] [Citation(s) in RCA: 106] [Impact Index Per Article: 26.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2021] [Revised: 11/22/2021] [Accepted: 11/23/2021] [Indexed: 12/12/2022] Open
Abstract
Aberrant activation of the epidermal growth factor receptor (EGFR/ERBB1) by erythroblastic leukemia viral oncogene homolog (ERBB) ligands contributes to various tumor malignancies, including lung cancer and colorectal cancer (CRC). Epiregulin (EREG) is one of the EGFR ligands and is low expressed in most normal tissues. Elevated EREG in various cancers mainly activates EGFR signaling pathways and promotes cancer progression. Notably, a higher EREG expression level in CRC with wild-type Kirsten rat sarcoma viral oncogene homolog (KRAS) is related to better efficacy of therapeutic treatment. By contrast, the resistance of anti-EGFR therapy in CRC was driven by low EREG expression, aberrant genetic mutation and signal pathway alterations. Additionally, EREG overexpression in non-small cell lung cancer (NSCLC) is anticipated to be a therapeutic target for EGFR-tyrosine kinase inhibitor (EGFR-TKI). However, recent findings indicate that EREG derived from macrophages promotes NSCLC cell resistance to EGFR-TKI treatment. The emerging events of EREG-mediated tumor promotion signals are generated by autocrine and paracrine loops that arise from tumor epithelial cells, fibroblasts, and macrophages in the tumor microenvironment (TME). The TME is a crucial element for the development of various cancer types and drug resistance. The regulation of EREG/EGFR pathways depends on distinct oncogenic driver mutations and cell contexts that allows specific pharmacological targeting alone or combinational treatment for tailored therapy. Novel strategies targeting EREG/EGFR, tumor-associated macrophages, and alternative activation oncoproteins are under development or undergoing clinical trials. In this review, we summarize the clinical outcomes of EREG expression and the interaction of this ligand in the TME. The EREG/EGFR pathway may be a potential target and may be combined with other driver mutation targets to combat specific cancers.
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Affiliation(s)
- Wan-Li Cheng
- Division of Cardiovascular Surgery, Department of Surgery, Wan Fang Hospital, Taipei Medical University, Taipei 11696, Taiwan;
- Division of Cardiovascular Surgery, Department of Surgery, School of Medicine, College of Medicine, Taipei Medical University, Taipei 11031, Taiwan
| | - Po-Hao Feng
- Division of Pulmonary Medicine, Department of Internal Medicine, Shuang Ho Hospital, Taipei Medical University, New Taipei City 23561, Taiwan; (P.-H.F.); (K.-Y.L.); (K.-Y.C.); (W.-L.S.); (N.V.H.); (C.-S.L.)
- Division of Pulmonary Medicine, Department of Internal Medicine, School of Medicine, College of Medicine, Taipei Medical University, Taipei 11031, Taiwan
| | - Kang-Yun Lee
- Division of Pulmonary Medicine, Department of Internal Medicine, Shuang Ho Hospital, Taipei Medical University, New Taipei City 23561, Taiwan; (P.-H.F.); (K.-Y.L.); (K.-Y.C.); (W.-L.S.); (N.V.H.); (C.-S.L.)
- Division of Pulmonary Medicine, Department of Internal Medicine, School of Medicine, College of Medicine, Taipei Medical University, Taipei 11031, Taiwan
- Graduate Institute of Clinical Medicine, College of Medicine, Taipei Medical University, Taipei 11031, Taiwan
| | - Kuan-Yuan Chen
- Division of Pulmonary Medicine, Department of Internal Medicine, Shuang Ho Hospital, Taipei Medical University, New Taipei City 23561, Taiwan; (P.-H.F.); (K.-Y.L.); (K.-Y.C.); (W.-L.S.); (N.V.H.); (C.-S.L.)
- Graduate Institute of Clinical Medicine, College of Medicine, Taipei Medical University, Taipei 11031, Taiwan
| | - Wei-Lun Sun
- Division of Pulmonary Medicine, Department of Internal Medicine, Shuang Ho Hospital, Taipei Medical University, New Taipei City 23561, Taiwan; (P.-H.F.); (K.-Y.L.); (K.-Y.C.); (W.-L.S.); (N.V.H.); (C.-S.L.)
- Division of Pulmonary Medicine, Department of Internal Medicine, School of Medicine, College of Medicine, Taipei Medical University, Taipei 11031, Taiwan
| | - Nguyen Van Hiep
- Division of Pulmonary Medicine, Department of Internal Medicine, Shuang Ho Hospital, Taipei Medical University, New Taipei City 23561, Taiwan; (P.-H.F.); (K.-Y.L.); (K.-Y.C.); (W.-L.S.); (N.V.H.); (C.-S.L.)
- International PhD Program in Medicine, College of Medicine, Taipei Medical University, Taipei 11031, Taiwan
| | - Ching-Shan Luo
- Division of Pulmonary Medicine, Department of Internal Medicine, Shuang Ho Hospital, Taipei Medical University, New Taipei City 23561, Taiwan; (P.-H.F.); (K.-Y.L.); (K.-Y.C.); (W.-L.S.); (N.V.H.); (C.-S.L.)
| | - Sheng-Ming Wu
- Division of Pulmonary Medicine, Department of Internal Medicine, Shuang Ho Hospital, Taipei Medical University, New Taipei City 23561, Taiwan; (P.-H.F.); (K.-Y.L.); (K.-Y.C.); (W.-L.S.); (N.V.H.); (C.-S.L.)
- Division of Pulmonary Medicine, Department of Internal Medicine, School of Medicine, College of Medicine, Taipei Medical University, Taipei 11031, Taiwan
- Correspondence:
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Kumbrink J, Li P, Pók-Udvari A, Klauschen F, Kirchner T, Jung A. p130Cas Is Correlated with EREG Expression and a Prognostic Factor Depending on Colorectal Cancer Stage and Localization Reducing FOLFIRI Efficacy. Int J Mol Sci 2021; 22:ijms222212364. [PMID: 34830244 PMCID: PMC8625396 DOI: 10.3390/ijms222212364] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2021] [Revised: 10/31/2021] [Accepted: 11/10/2021] [Indexed: 11/30/2022] Open
Abstract
p130 Crk-associated substrate (p130Cas) is associated with poor prognosis and treatment resistance in breast and lung cancers. To elucidate p130Cas functional and clinical role in colorectal cancer (CRC) progression/therapy resistance, we performed cell culture experiments and bioinformatic/statistical analyses of clinical data sets. p130Cas expression was associated with poor survival in the cancer genome atlas (TCGA) data set. Knockdown/reconstitution experiments showed that p130Cas drives migration but, unexpectedly, inhibits proliferation in CRC cells. TCGA data analyses identified the growth factor epiregulin (EREG) as inversely correlated with p130Cas. p130Cas knockdown and simultaneous EREG treatment further enhanced proliferation. RNA interference and EREG treatment experiments suggested that p130Cas/EREG limit each other’s expression/activity. Inverse p130Cas/EREG Spearman correlations were prominent in right-sided and earlier stage CRC. p130Cas was inducible by 5-fluorouracil (5-FU) and FOLFIRI (folinic acid, 5-FU, irinotecan), and p130Cas and EREG were upregulated in distant metastases (GSE121418). Positive p130Cas/EREG correlations were observed in metastases, preferentially in post-treatment samples (especially pulmonary metastases). p130Cas knockdown sensitized CRC cells to FOLFIRI independent of EREG treatment. RNA sequencing and gene ontology analyses revealed that p130Cas is involved in cytochrome P450 drug metabolism and epithelial-mesenchymal transition. p130Cas expression was associated with poor survival in right-sided, stage I/II, MSS (microsatellite stable), or BRAF-mutated CRC. In summary, p130Cas represents a prognostic factor and potential therapeutic target in CRC.
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Affiliation(s)
- Jörg Kumbrink
- Faculty of Medicine, Institute of Pathology, Ludwig-Maximilians-University of Munich, 80337 Munich, Germany; (P.L.); (A.P.-U.); (F.K.); (T.K.); (A.J.)
- German Cancer Consortium (DKTK), Partner Site Munich, 80336 Munich, Germany
- Correspondence:
| | - Pan Li
- Faculty of Medicine, Institute of Pathology, Ludwig-Maximilians-University of Munich, 80337 Munich, Germany; (P.L.); (A.P.-U.); (F.K.); (T.K.); (A.J.)
| | - Agnes Pók-Udvari
- Faculty of Medicine, Institute of Pathology, Ludwig-Maximilians-University of Munich, 80337 Munich, Germany; (P.L.); (A.P.-U.); (F.K.); (T.K.); (A.J.)
| | - Frederick Klauschen
- Faculty of Medicine, Institute of Pathology, Ludwig-Maximilians-University of Munich, 80337 Munich, Germany; (P.L.); (A.P.-U.); (F.K.); (T.K.); (A.J.)
- German Cancer Consortium (DKTK), Partner Site Munich, 80336 Munich, Germany
| | - Thomas Kirchner
- Faculty of Medicine, Institute of Pathology, Ludwig-Maximilians-University of Munich, 80337 Munich, Germany; (P.L.); (A.P.-U.); (F.K.); (T.K.); (A.J.)
- German Cancer Consortium (DKTK), Partner Site Munich, 80336 Munich, Germany
| | - Andreas Jung
- Faculty of Medicine, Institute of Pathology, Ludwig-Maximilians-University of Munich, 80337 Munich, Germany; (P.L.); (A.P.-U.); (F.K.); (T.K.); (A.J.)
- German Cancer Consortium (DKTK), Partner Site Munich, 80336 Munich, Germany
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Xu Z, Peng X, Kong Y, Cui Y, Li Y, Guo Y. The best strategy for metastatic colorectal cancer (mCRC) patients in second-line treatment: A network meta-analysis. Cancer Treat Res Commun 2021; 29:100455. [PMID: 34619647 DOI: 10.1016/j.ctarc.2021.100455] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2021] [Accepted: 09/07/2021] [Indexed: 12/24/2022]
Abstract
BACKGROUND Varieties of systemic treatments in second-line treatment for metastatic colorectal cancer (mCRC) patients have showed an improvement on survival. In this study, we performed a systematic review with a pairwise and bayesian network meta-analysis to rank the best strategy for mCRC patients in second-line treatment. METHODS A systematic literature search through 2007 was performed to evaluate the association between several treatment combinations and overall survival (OS), progression-free survival (PFS) and disease control rate (DCR) in mCRC patients. Data were carried out and pooled into a statistical indirect comparison with Bayesian network meta-analysis (NMA). RESULTS 10 trials totally comprised 4183 patients were included in our study. In NMA, For PFS, Doublet+Bev showed benefits in comparing with Doublet, Doulblet+placebo and Doublet+Ramucirumab. Also, Doublet+Aflibercept demonstrated its superiority in comparing with Doulblet+placebo. For OS, Doublet+Bev represented its superiority when comparing with Double and Doublet+placebo. Doublet+Aflibercept and Doublet+Ramucirumab also done well when opposed to Doublet+placebo. For DCR, Doublet+bev showed unique superiority when compared with Doublet, And Doublet+targeted agent did not represent benefits to each other in DCR. Doublet+bev ranked highest in terms of PFS, OS and DCR followed by Doublet+panitumumab, Doublet+placebo was the lowest in terms of PFS and OS. CONCLUSIONS Our study shows that Doublet+Bev has the major probability to provide an improvement of survival in patients with mCRC.
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Affiliation(s)
- Zhili Xu
- First Clinical Medical College, Zhejiang Chinese Medical University, Zhejiang 310053, China
| | - Xinyi Peng
- First Clinical Medical College, Zhejiang Chinese Medical University, Zhejiang 310053, China
| | - Yanni Kong
- First Clinical Medical College, Zhejiang Chinese Medical University, Zhejiang 310053, China
| | - Yiyi Cui
- First Clinical Medical College, Zhejiang Chinese Medical University, Zhejiang 310053, China; The Third Affiliated Hospital of Zhejiang Chinese Medical University, Zhejiang, 310000, China
| | - Yan Li
- The First Affiliated Hospital of Zhejiang Chinese Medical University, Zhejiang, 310006, China.
| | - Yong Guo
- First Clinical Medical College, Zhejiang Chinese Medical University, Zhejiang 310053, China; The First Affiliated Hospital of Zhejiang Chinese Medical University, Zhejiang, 310006, China.
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Bellio H, Fumet JD, Ghiringhelli F. Targeting BRAF and RAS in Colorectal Cancer. Cancers (Basel) 2021; 13:cancers13092201. [PMID: 34063682 PMCID: PMC8124706 DOI: 10.3390/cancers13092201] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2021] [Revised: 04/29/2021] [Accepted: 04/30/2021] [Indexed: 01/05/2023] Open
Abstract
Simple Summary In colorectal cancer, mutations of the KRAS and BRAF genes are quite common and can contribute to the activation of cell signaling pathways that lead to cell proliferation and differentiation. These processes promote cancer growth, and in some cases, they may cause cells to develop resistance to certain types of treatment, notably EGFR inhibitors. We summarize recent knowledge regarding the effects of KRAS and BRAF mutations in the setting of colorectal cancer and discuss the new therapies under development. Abstract Colorectal cancer (CRC) is still one of the most frequent forms of cancer in the world in terms of incidence. Around 40% of CRC patients carry a mutation of the Kirsten rat sarcoma (KRAS) gene, while 10% have a mutation in the B-Raf proto-oncogene serine/threonine kinase (BRAF) gene. These mutations are responsible for dysregulation of the mitogen-associated protein kinase (MAPK) pathway, leading to the proliferation, differentiation, angiogenesis, and resistance to apoptosis of cells. Activation of the MAPK pathway results in adaptive therapeutic resistance, rendering EGFR inhibitors ineffective. This review aims to highlight the recent findings that have improved our understanding of KRAS and BRAF mutations in colorectal cancer and to describe new targeted therapies, used alone or in combination.
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Affiliation(s)
- Helene Bellio
- University of Burgundy-Franche Comté, Maison de l’université Esplanade Erasme, 21000 Dijon, France; (H.B.); (J.D.F.)
- Department of Medical Oncology, Georges François Leclerc Cancer Center—UNICANCER, 1 rue du Professeur Marion, 21000 Dijon, France
| | - Jean David Fumet
- University of Burgundy-Franche Comté, Maison de l’université Esplanade Erasme, 21000 Dijon, France; (H.B.); (J.D.F.)
- Department of Medical Oncology, Georges François Leclerc Cancer Center—UNICANCER, 1 rue du Professeur Marion, 21000 Dijon, France
- Platform of Transfer in Biological Oncology, Georges François Leclerc Cancer Center—UNICANCER, 1 rue du Professeur Marion, 21000 Dijon, France
- UMR INSERM 1231, 7 Boulevard Jeanne d’Arc, 21000 Dijon, France
- Genomic and Immunotherapy Medical Institute, Dijon University Hospital, 14 rue Paul Gaffarel, 21000 Dijon, France
| | - Francois Ghiringhelli
- University of Burgundy-Franche Comté, Maison de l’université Esplanade Erasme, 21000 Dijon, France; (H.B.); (J.D.F.)
- Department of Medical Oncology, Georges François Leclerc Cancer Center—UNICANCER, 1 rue du Professeur Marion, 21000 Dijon, France
- Platform of Transfer in Biological Oncology, Georges François Leclerc Cancer Center—UNICANCER, 1 rue du Professeur Marion, 21000 Dijon, France
- UMR INSERM 1231, 7 Boulevard Jeanne d’Arc, 21000 Dijon, France
- Genomic and Immunotherapy Medical Institute, Dijon University Hospital, 14 rue Paul Gaffarel, 21000 Dijon, France
- Correspondence:
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9
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Williams CJM, Seligmann JF, Elliott F, Shires M, Richman SD, Brown S, Zhang L, Singh S, Pugh J, Xu XM, Muranyi A, Guetter C, Lorsakul A, Kurkure U, Zhao Z, Martin J, Wang X, Nguyen K, Liu WW, Yan D, West NP, Barrett JH, Barnes M, Bai I, Seymour MT, Quirke P, Shanmugam K. Artificial Intelligence-Assisted Amphiregulin and Epiregulin IHC Predicts Panitumumab Benefit in RAS Wild-Type Metastatic Colorectal Cancer. Clin Cancer Res 2021; 27:3422-3431. [PMID: 33888518 DOI: 10.1158/1078-0432.ccr-21-0120] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2021] [Revised: 02/22/2021] [Accepted: 03/29/2021] [Indexed: 11/16/2022]
Abstract
PURPOSE High tumor mRNA levels of the EGFR ligands amphiregulin (AREG) and epiregulin (EREG) are associated with anti-EGFR agent response in metastatic colorectal cancer (mCRC). However, ligand RNA assays have not been adopted into routine practice due to issues with analytic precision and practicality. We investigated whether AREG/EREG IHC could predict benefit from the anti-EGFR agent panitumumab. EXPERIMENTAL DESIGN Artificial intelligence algorithms were developed to assess AREG/EREG IHC in 274 patients from the PICCOLO trial of irinotecan with or without panitumumab (Ir vs. IrPan) in RAS wild-type mCRC. The primary endpoint was progression-free survival (PFS). Secondary endpoints were RECIST response rate (RR) and overall survival (OS). Models were repeated adjusting separately for BRAF mutation status and primary tumor location (PTL). RESULTS High ligand expression was associated with significant PFS benefit from IrPan compared with Ir [8.0 vs. 3.2 months; HR, 0.54; 95% confidence interval (CI), 0.37-0.79; P = 0.001]; whereas low ligand expression was not (3.4 vs. 4.4 months; HR, 1.05; 95% CI, 0.74-1.49; P = 0.78). The ligand-treatment interaction was significant (P interaction = 0.02) and remained significant after adjustment for BRAF-mutation status and PTL. Likewise, RECIST RR was significantly improved in patients with high ligand expression (IrPan vs. Ir: 48% vs. 6%; P < 0.0001) but not those with low ligand expression (25% vs. 14%; P = 0.10; P interaction = 0.01). The effect on OS was similar but not statistically significant. CONCLUSIONS AREG/EREG IHC identified patients who benefitted from the addition of panitumumab to irinotecan chemotherapy. IHC is a practicable assay that may be of use in routine practice.
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Affiliation(s)
- Christopher J M Williams
- Division of Pathology and Data Analytics, University of Leeds, Leeds, United Kingdom.,Leeds Institute of Medical Research at St James's, University of Leeds, Leeds, United Kingdom
| | - Jenny F Seligmann
- Leeds Institute of Medical Research at St James's, University of Leeds, Leeds, United Kingdom
| | - Faye Elliott
- Leeds Institute of Medical Research at St James's, University of Leeds, Leeds, United Kingdom
| | - Michael Shires
- Division of Pathology and Data Analytics, University of Leeds, Leeds, United Kingdom
| | - Susan D Richman
- Division of Pathology and Data Analytics, University of Leeds, Leeds, United Kingdom
| | - Sarah Brown
- Leeds Institute of Clinical Trials Research, University of Leeds, Leeds, United Kingdom
| | - Liping Zhang
- Roche Tissue Diagnostics, Medical and Scientific Affairs, Tucson, Arizona
| | - Shalini Singh
- Roche Tissue Diagnostics, Medical and Scientific Affairs, Tucson, Arizona
| | - Judith Pugh
- Roche Tissue Diagnostics, Medical and Scientific Affairs, Tucson, Arizona
| | - Xiao-Meng Xu
- Roche Tissue Diagnostics, Medical and Scientific Affairs, Tucson, Arizona
| | - Andrea Muranyi
- Roche Tissue Diagnostics, Medical and Scientific Affairs, Tucson, Arizona
| | - Christoph Guetter
- Roche Tissue Diagnostics, Imaging and Algorithms, Digital Pathology, Santa Clara, California
| | - Auranuch Lorsakul
- Roche Tissue Diagnostics, Imaging and Algorithms, Digital Pathology, Santa Clara, California
| | - Uday Kurkure
- Roche Tissue Diagnostics, Imaging and Algorithms, Digital Pathology, Santa Clara, California
| | - Zuo Zhao
- Roche Tissue Diagnostics, Imaging and Algorithms, Digital Pathology, Santa Clara, California
| | - Jim Martin
- Roche Tissue Diagnostics, Imaging and Algorithms, Digital Pathology, Santa Clara, California
| | - Xingwei Wang
- Roche Tissue Diagnostics, Imaging and Algorithms, Digital Pathology, Santa Clara, California
| | | | - Wen-Wei Liu
- Roche Tissue Diagnostics, Medical and Scientific Affairs, Tucson, Arizona
| | - Dongyao Yan
- Roche Tissue Diagnostics, Medical and Scientific Affairs, Tucson, Arizona
| | - Nicholas P West
- Division of Pathology and Data Analytics, University of Leeds, Leeds, United Kingdom
| | - Jennifer H Barrett
- Leeds Institute of Medical Research at St James's, University of Leeds, Leeds, United Kingdom
| | | | - Isaac Bai
- Roche Tissue Diagnostics, Medical and Scientific Affairs, Tucson, Arizona
| | - Matthew T Seymour
- Leeds Institute of Medical Research at St James's, University of Leeds, Leeds, United Kingdom
| | - Philip Quirke
- Division of Pathology and Data Analytics, University of Leeds, Leeds, United Kingdom
| | - Kandavel Shanmugam
- Roche Tissue Diagnostics, Medical and Scientific Affairs, Tucson, Arizona.
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10
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Assessment of anti-cancer potential of Hyalomma dromedarii salivary glands extract: in vitro study. Biologia (Bratisl) 2020. [DOI: 10.2478/s11756-020-00634-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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11
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Stahler A, Stintzing S, Modest DP, Ricard I, Giessen-Jung C, Kapaun C, Ivanova B, Kaiser F, Fischer von Weikersthal L, Moosmann N, Schalhorn A, Stauch M, Kiani A, Held S, Decker T, Moehler M, Neumann J, Kirchner T, Jung A, Heinemann V. Amphiregulin Expression Is a Predictive Biomarker for EGFR Inhibition in Metastatic Colorectal Cancer: Combined Analysis of Three Randomized Trials. Clin Cancer Res 2020; 26:6559-6567. [PMID: 32943459 DOI: 10.1158/1078-0432.ccr-20-2748] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2020] [Revised: 08/18/2020] [Accepted: 09/10/2020] [Indexed: 11/16/2022]
Abstract
PURPOSE Amphiregulin (AREG) and epiregulin (EREG) are ligands of EGFR. Predictive information for anti-EGFR treatment in metastatic colorectal cancer (mCRC) was observed, but data for other agents is limited. EXPERIMENTAL DESIGN Ligand mRNA expression; RAS, BRAF, PIK3CA mutations; and EGFR expression were assessed by qRT-PCR, pyrosequencing, and IHC, respectively, in mCRC tumor tissue of patients participating in the randomized controlled trials FIRE-1, CIOX, and FIRE-3. Normalized mRNA expression was dichotomized using median and third quartile. Overall (OS) and progression-free survival (PFS) were estimated by Kaplan-Meier method including univariate and multivariate Cox regression analyses. Penalized spline regression analysis tested interaction of mRNA expression and outcome. RESULTS Of 688 patients with available material, high AREG expression was detected in 343 (>median) and 172 (>3rd quartile) patients. High AREG expression was associated with significantly higher OS [26.2 vs. 21.5 months, HR = 0.80; 95% confidence interval (CI), 0.68-0.94; P = 0.007], PFS (10.0 vs. 8.1 months, HR = 0.74; 95% CI, 0.63-0.86; P = 0.001), and objective response rate (63.1% vs. 51.6%, P = 0.004) compared to low expression at both threshold values. This effect remained significant in multivariate Cox regression analysis (OS: P = 0.01, PFS: P = 0.002). High AREG mRNA expression interacted significantly with the efficacy of cetuximab compared with bevacizumab (OS: P = 0.02, PFS: P = 0.04) in RAS WT mCRC. CONCLUSIONS High AREG mRNA expression is a favorable prognostic biomarker for mCRC which interacted significantly with efficacy of anti-EGFR treatment.
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Affiliation(s)
- Arndt Stahler
- Department of Internal Medicine III and Comprehensive Cancer Centre Munich, University Hospital Grosshadern, Ludwig-Maximilian-Universitaet Muenchen, Munich, Germany.
| | - Sebastian Stintzing
- Medical Department, Division of Hematology, Oncology and Tumor Immunology (CCM), Charité Universitaetsmedizin Berlin, Berlin, Germany.,DKTK, German Cancer Consortium, German Cancer Research Centre (DKFZ), Heidelberg, Germany
| | - Dominik P Modest
- DKTK, German Cancer Consortium, German Cancer Research Centre (DKFZ), Heidelberg, Germany.,Medical Department, Division of Hematology, Oncology and Tumor Immunology (CVK), Charité Universitaetsmedizin Berlin, Berlin, Germany
| | - Ingrid Ricard
- Department of Internal Medicine III and Comprehensive Cancer Centre Munich, University Hospital Grosshadern, Ludwig-Maximilian-Universitaet Muenchen, Munich, Germany
| | - Clemens Giessen-Jung
- Department of Internal Medicine III and Comprehensive Cancer Centre Munich, University Hospital Grosshadern, Ludwig-Maximilian-Universitaet Muenchen, Munich, Germany
| | - Christine Kapaun
- Institute of Pathology, Faculty of Medicine, LMU Munich, Munich, Germany
| | - Boryana Ivanova
- Institute of Pathology, Faculty of Medicine, LMU Munich, Munich, Germany
| | | | | | - Nicolas Moosmann
- Department for Hematology and Oncology, Klinikum Barmherzige Brüder, Regensburg, Germany
| | - Andreas Schalhorn
- Department of Internal Medicine III and Comprehensive Cancer Centre Munich, University Hospital Grosshadern, Ludwig-Maximilian-Universitaet Muenchen, Munich, Germany
| | | | - Alexander Kiani
- Department of Medicine IV, Klinikum Bayreuth GmbH, Bayreuth, Germany
| | | | | | - Markus Moehler
- I. Department of Internal Medicine, University Medical Center Mainz, Mainz, Germany
| | - Jens Neumann
- DKTK, German Cancer Consortium, German Cancer Research Centre (DKFZ), Heidelberg, Germany.,Institute of Pathology, Faculty of Medicine, LMU Munich, Munich, Germany
| | - Thomas Kirchner
- DKTK, German Cancer Consortium, German Cancer Research Centre (DKFZ), Heidelberg, Germany.,Institute of Pathology, Faculty of Medicine, LMU Munich, Munich, Germany
| | - Andreas Jung
- DKTK, German Cancer Consortium, German Cancer Research Centre (DKFZ), Heidelberg, Germany.,Institute of Pathology, Faculty of Medicine, LMU Munich, Munich, Germany
| | - Volker Heinemann
- Department of Internal Medicine III and Comprehensive Cancer Centre Munich, University Hospital Grosshadern, Ludwig-Maximilian-Universitaet Muenchen, Munich, Germany.,DKTK, German Cancer Consortium, German Cancer Research Centre (DKFZ), Heidelberg, Germany
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12
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Zhang X, Zuo J, Wang L, Han J, Feng L, Wang Y, Fan Z. Identification of differentially expressed genes between mucinous adenocarcinoma and other adenocarcinoma of colorectal cancer using bioinformatics analysis. J Int Med Res 2020; 48:300060520949036. [PMID: 32840168 PMCID: PMC7450470 DOI: 10.1177/0300060520949036] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
Abstract
Objective As a unique histological subtype of colorectal cancer (CRC), mucinous
adenocarcinoma (MC) has a poor prognosis and responds poorly to treatment.
Genes and markers related to MC have not been reported. Methods To identify biomarkers involved in development of MC compared with other
common adenocarcinoma (AC) subtypes, four datasets were obtained from the
Gene Expression Omnibus database. Differentially expressed genes (DEGs) were
identified using GEO2R. A protein–protein interaction network was
constructed. Functional annotation for DEGs was performed via DAVID,
Metascape, and BiNGO. Significant modules and hub genes were identified
using Cytoscape, and expression of hub genes and relationships between hub
genes and MC were analyzed. Results The DEGs were mainly enriched in negative regulation of cell proliferation,
bicarbonate transport, response to peptide hormone, cell–cell signaling,
cell proliferation, and positive regulation of the canonical Wnt signaling
pathway. The Venn diagram revealed eight significant hub genes:
CXCL9, IDO1, MET,
SNAI2, and ZEB2 were highly expressed
in MC compared with AC, whereas AREG,
TWIST1, and ZEB1 were expressed at a
low level. AREG and MET might be
significant biomarkers for MC. Conclusion The identified DEGs might help elucidate the pathogenesis of MC, identify
potential targets, and improve treatment for CRC.
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Affiliation(s)
- Xue Zhang
- Department of Medical Oncology, Hebei Medical University Fourth Affiliated Hospital, Shijiazhuang, Hebei, P. R. China
| | - Jing Zuo
- Department of Medical Oncology, Hebei Medical University Fourth Affiliated Hospital, Shijiazhuang, Hebei, P. R. China
| | - Long Wang
- Department of Medical Oncology, Hebei Medical University Fourth Affiliated Hospital, Shijiazhuang, Hebei, P. R. China
| | - Jing Han
- Department of Medical Oncology, Hebei Medical University Fourth Affiliated Hospital, Shijiazhuang, Hebei, P. R. China
| | - Li Feng
- Department of Medical Oncology, Hebei Medical University Fourth Affiliated Hospital, Shijiazhuang, Hebei, P. R. China
| | - Yudong Wang
- Department of Medical Oncology, Hebei Medical University Fourth Affiliated Hospital, Shijiazhuang, Hebei, P. R. China
| | - Zhisong Fan
- Department of Medical Oncology, Hebei Medical University Fourth Affiliated Hospital, Shijiazhuang, Hebei, P. R. China
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13
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Foroughi S, Hutchinson RA, Wong HL, Christie M, Batrouney A, Wong R, Lee M, Tie J, Burgess AW, Gibbs P. Immunohistochemical evaluation of the prognostic and predictive power of epidermal growth factor receptor ligand levels in patients with metastatic colorectal cancer. Growth Factors 2020; 38:127-136. [PMID: 33775193 DOI: 10.1080/08977194.2021.1878166] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
For patients with metastatic colorectal cancer (mCRC), epidermal growth factor receptor (EGFR) inhibitors are limited to patients with RAS wild-type tumours. Not all patients will benefit from treatment and better predictive biomarkers are needed. Here we investigated the prognostic and predictive impact of the EGFR ligands amphiregulin (AREG) and epiregulin (EREG). Expression levels were assessed by immunohistochemistry on 99 KRAS wild-type tumours. AREG and EREG positivity was seen in 49% and 50% of cases, respectively. No difference in expression was observed by primary tumour side. There was no significant difference in OS by AREG or EREG expression. In the subset of patients who received an EGFR inhibitor, EREG positivity was associated with longer OS (median 34.0 vs. 27.0 months, p = 0.033), driven by a difference in patients with a left-sided primary (HR 0.37, p = 0.015). Our study supports further investigation into EREG as a predictive biomarker in mCRC.
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Affiliation(s)
- Siavash Foroughi
- Personalised Oncology Division, The Walter and Eliza Hall Institute of Medical Research, Parkville, Victoria, Australia
- Department of Medical Biology, The University of Melbourne, Parkville, Victoria, Australia
| | - Ryan A Hutchinson
- Colorectal Oncogenomics Group, The University of Melbourne, Victorian Comprehensive Cancer Centre, Melbourne, Victoria, Australia
- Department of Clinical Pathology, The University of Melbourne, Melbourne, Victoria, Australia
- University of Melbourne Centre for Cancer Research, Victorian Comprehensive Cancer Centre, Melbourne, Victoria, Australia
| | - Hui-Li Wong
- Personalised Oncology Division, The Walter and Eliza Hall Institute of Medical Research, Parkville, Victoria, Australia
- Department of Medical Biology, The University of Melbourne, Parkville, Victoria, Australia
- Department of Medical Oncology, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
| | - Michael Christie
- Personalised Oncology Division, The Walter and Eliza Hall Institute of Medical Research, Parkville, Victoria, Australia
- Department of Pathology, Royal Melbourne Hospital, Parkville, Victoria, Australia
| | - Ahida Batrouney
- Department of Pathology, Royal Melbourne Hospital, Parkville, Victoria, Australia
| | - Rachel Wong
- Personalised Oncology Division, The Walter and Eliza Hall Institute of Medical Research, Parkville, Victoria, Australia
- Department of Medical Biology, The University of Melbourne, Parkville, Victoria, Australia
- Department of Medical Oncology, Eastern Health, Box Hill, Victoria, Australia
- Eastern Health Clinical School, Monash University, Box Hill, Victoria, Australia
| | - Margaret Lee
- Personalised Oncology Division, The Walter and Eliza Hall Institute of Medical Research, Parkville, Victoria, Australia
- Department of Medical Biology, The University of Melbourne, Parkville, Victoria, Australia
- Department of Medical Oncology, Eastern Health, Box Hill, Victoria, Australia
- Eastern Health Clinical School, Monash University, Box Hill, Victoria, Australia
- Department of Medical Oncology, Western Health, St Albans, Victoria, Australia
| | - Jeanne Tie
- Personalised Oncology Division, The Walter and Eliza Hall Institute of Medical Research, Parkville, Victoria, Australia
- Department of Medical Biology, The University of Melbourne, Parkville, Victoria, Australia
- Department of Medical Oncology, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
- Department of Medical Oncology, Western Health, St Albans, Victoria, Australia
| | - Antony Wilks Burgess
- Personalised Oncology Division, The Walter and Eliza Hall Institute of Medical Research, Parkville, Victoria, Australia
- Department of Medical Biology, The University of Melbourne, Parkville, Victoria, Australia
- Department of Surgery, Royal Melbourne Hospital, Parkville, Victoria, Australia
| | - Peter Gibbs
- Personalised Oncology Division, The Walter and Eliza Hall Institute of Medical Research, Parkville, Victoria, Australia
- Department of Medical Biology, The University of Melbourne, Parkville, Victoria, Australia
- Department of Medical Oncology, Western Health, St Albans, Victoria, Australia
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14
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Foroughi S, Tie J, Gibbs P, Burgess AW. Epidermal growth factor receptor ligands: targets for optimizing treatment of metastatic colorectal cancer. Growth Factors 2019; 37:209-225. [PMID: 31878812 DOI: 10.1080/08977194.2019.1703702] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/17/2023]
Abstract
The discovery of epidermal growth factor (EGF) and its receptor (EGFR) revealed the connection between EGF-like ligands, signaling from the EGFR family members and cancer. Over the next fifty years, analysis of EGFR expression and mutation led to the use of monoclonal antibodies to target EGFR in the treatment of metastatic colorectal cancer (mCRC) and this treatment has improved outcomes for patients. The use of the RAS oncogene mutational status has helped to refine patient selection for EGFR antibody therapy, but an effective molecular predictor of likely responders is lacking. This review analyzes the potential utility of measuring the expression, levels and activation of EGF-like ligands and associated processes as prognostic or predictive markers for the identification of patient risk and more effective mCRC therapies.
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Affiliation(s)
- Siavash Foroughi
- Personalised Oncology Division, The Walter and Eliza Hall Institute of Medical Research, Parkville, Australia
- Department of Medical Biology, The University of Melbourne, Parkville, Australia
| | - Jeanne Tie
- Personalised Oncology Division, The Walter and Eliza Hall Institute of Medical Research, Parkville, Australia
- Department of Medical Biology, The University of Melbourne, Parkville, Australia
- Department of Medical Oncology, Peter MacCallum Cancer Centre, Melbourne, Australia
- Department of Medical Oncology, Western Health, St Albans, Australia
| | - Peter Gibbs
- Personalised Oncology Division, The Walter and Eliza Hall Institute of Medical Research, Parkville, Australia
- Department of Medical Biology, The University of Melbourne, Parkville, Australia
- Department of Medical Oncology, Western Health, St Albans, Australia
| | - Antony Wilks Burgess
- Personalised Oncology Division, The Walter and Eliza Hall Institute of Medical Research, Parkville, Australia
- Department of Medical Biology, The University of Melbourne, Parkville, Australia
- Department of Surgery, Royal Melbourne Hospital, The University of Melbourne, Parkville, Australia
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15
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Taieb J, Jung A, Sartore-Bianchi A, Peeters M, Seligmann J, Zaanan A, Burdon P, Montagut C, Laurent-Puig P. The Evolving Biomarker Landscape for Treatment Selection in Metastatic Colorectal Cancer. Drugs 2019; 79:1375-1394. [PMID: 31347092 PMCID: PMC6728290 DOI: 10.1007/s40265-019-01165-2] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
The approval of targeted therapies for metastatic colorectal cancer (mCRC) has led to important improvements in patient outcomes. However, it is still necessary to increase individualisation of treatments based on tumour genetic profiles to optimise efficacy, while minimising toxicity. As such, there is currently great focus on the discovery and validation of further biomarkers in mCRC, with many new potential prognostic and predictive markers being identified alongside developments in patient molecular profiling technologies. Here, we review data for validated and emerging biomarkers impacting treatment strategies in mCRC. We completed a structured literature search of the PubMed database to identify relevant publications, limiting for English-language publications published between 1 January 2014 and 11 July 2018. In addition, we performed a manual search of the key general oncology and CRC-focused congresses to identify abstracts reporting emerging mCRC biomarker data, and of ClinicalTrials.gov to identify ongoing clinical trials investigating emerging biomarkers in mCRC and/or molecular-guided clinical trials. There is solid evidence supporting the use of BRAF status as a prognostic biomarker and DYPD, UGT1A1, RAS, and microsatellite instability as predictive biomarkers in mCRC. There are a number of emerging biomarkers that may prove to be clinically relevant in the future to have prognostic (HPP1 methylation), predictive (HER3, microRNAs, anti-angiogenic markers, and CRC intrinsic subtypes), or both prognostic and predictive values (HER2, CpG island methylator phenotype, tumour mutational load, gene fusions, and consensus molecular subtypes). As such, new biomarker-led treatment strategies in addition to anti-epidermal growth factor receptor and anti-angiogenetic treatments are being explored. Biomarkers that are not recommended to be tested in clinical practice or are unlikely to be imminently clinically relevant for mCRC include thymidylate transferase, ERCC1, PIK3CA, and PTEN. We highlight the clinical utility of existing and emerging biomarkers in mCRC and provide recommended treatment strategies according to the biomarker status. An update on ongoing molecular-guided clinical trials is also provided.
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Affiliation(s)
- Julien Taieb
- Sorbonne Paris Cité, Paris Descartes University, Georges Pompidou European Hospital, Paris, France.
| | - Andreas Jung
- Pathology Institute, Ludwig Maximilians University of Munich, Munich, Germany
- German Cancer Consortium (DKTK), partner site Munich and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Andrea Sartore-Bianchi
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
| | - Marc Peeters
- Department of Oncology, Antwerp University Hospital/Antwerp University, Edegem, Belgium
| | - Jenny Seligmann
- Division of Cancer Studies and Pathology, St James's Institute of Oncology, Leeds, UK
| | - Aziz Zaanan
- Sorbonne Paris Cité, Paris Descartes University, Georges Pompidou European Hospital, Paris, France
| | - Peter Burdon
- European Medical, Amgen (Europe) GmbH, Rotkreuz, Switzerland
| | - Clara Montagut
- Medical Oncology Department, Hospital del Mar-IMIM, CIBERONC, HM Delfos, Barcelona, Spain
| | - Pierre Laurent-Puig
- Sorbonne Paris Cité, Paris Descartes University, Georges Pompidou European Hospital, Paris, France
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16
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Wang Y, Jing Y, Ding L, Zhang X, Song Y, Chen S, Zhao X, Huang X, Pu Y, Wang Z, Ni Y, Hu Q. Epiregulin reprograms cancer-associated fibroblasts and facilitates oral squamous cell carcinoma invasion via JAK2-STAT3 pathway. JOURNAL OF EXPERIMENTAL & CLINICAL CANCER RESEARCH : CR 2019; 38:274. [PMID: 31234944 PMCID: PMC6591968 DOI: 10.1186/s13046-019-1277-x] [Citation(s) in RCA: 70] [Impact Index Per Article: 11.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/11/2018] [Accepted: 06/12/2019] [Indexed: 01/12/2023]
Abstract
Background Local resident normal fibroblasts (NFs) are the major source of cancer-associated fibroblasts (CAFs), which are distinguishable from NFs by their tumor-supportive properties. However, the mechanism and the effects underlying the transition of NFs to CAFs in oral squamous cell carcinoma (OSCC) remain unclear. Methods Five pairs of matching primary NFs and CAFs derived from OSCC patients were sent for RNA sequencing. Epiregulin (EREG) expression was analyzed by IHC in fibroblasts from OSCC patients. The role of EREG in the NF-CAF transition and the consequential effects on OSCC progression were examined by upregulation/downregulation of EREG in NFs/CAFs both in vitro and in vivo. Results Here, we identified epiregulin (EREG) as the most remarkably upregulated gene in CAFs. High EREG expression in CAFs correlated with higher T stage, deeper invasion and inferior worst pattern of invasion (WPOI) in OSCC patients and predicted shorter overall survival. Overexpression of EREG in NFs activated the CAF phenotype. Mechanistically, the JAK2/STAT3 pathway was enhanced by EREG in parallel with increased IL-6 expression, which could be inhibited by the JAK2 inhibitor AG490. Recombinant IL-6 upregulated the JAK2/STAT3/EREG pathway in a feedback loop. Moreover, EREG-induced CAF activation promoted the epithelial-mesenchymal transition (EMT) necessary for migration and invasion, which was dependent on JAK2/STAT3 signaling and IL-6. In vivo, EREG expression in stroma fibroblasts promoted tumor growth with high stromal α-SMA, phospho-JAK2/STAT3, and IL-6 expression and upregulated EMT in HSC3 cells. Conclusions EREG is essential for the NF-CAF transformation needed to induce EMT of tumor cells in a JAK2-STAT3- and IL-6-dependent manner in OSCC. Electronic supplementary material The online version of this article (10.1186/s13046-019-1277-x) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Yujia Wang
- Department of Oral & Maxillofacial Surgery Nanjing Stomatological Hospital, Medical School of Nanjing University, 30 Zhongyang Road, Nanjing, 210008, China.,Central Laboratory Nanjing Stomatological Hospital, Medical School of Nanjing University, 30 Zhongyang Road, Nanjing, 210008, China.,Department of Oral & Maxillofacial Surgery Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, China
| | - Yue Jing
- Central Laboratory Nanjing Stomatological Hospital, Medical School of Nanjing University, 30 Zhongyang Road, Nanjing, 210008, China
| | - Liang Ding
- Central Laboratory Nanjing Stomatological Hospital, Medical School of Nanjing University, 30 Zhongyang Road, Nanjing, 210008, China
| | - Xiaoxin Zhang
- Central Laboratory Nanjing Stomatological Hospital, Medical School of Nanjing University, 30 Zhongyang Road, Nanjing, 210008, China
| | - Yuxian Song
- Central Laboratory Nanjing Stomatological Hospital, Medical School of Nanjing University, 30 Zhongyang Road, Nanjing, 210008, China
| | - Sheng Chen
- Department of Oral Pathology Nanjing Stomatological Hospital, Medical School of Nanjing University, Nanjing, China
| | - Xingxing Zhao
- Department of Oral & Maxillofacial Surgery Nanjing Stomatological Hospital, Medical School of Nanjing University, 30 Zhongyang Road, Nanjing, 210008, China.,Central Laboratory Nanjing Stomatological Hospital, Medical School of Nanjing University, 30 Zhongyang Road, Nanjing, 210008, China
| | - Xiaofeng Huang
- Department of Oral Pathology Nanjing Stomatological Hospital, Medical School of Nanjing University, Nanjing, China
| | - Yumei Pu
- Department of Oral & Maxillofacial Surgery Nanjing Stomatological Hospital, Medical School of Nanjing University, 30 Zhongyang Road, Nanjing, 210008, China
| | - Zhiyong Wang
- Department of Oral & Maxillofacial Surgery Nanjing Stomatological Hospital, Medical School of Nanjing University, 30 Zhongyang Road, Nanjing, 210008, China
| | - Yanhong Ni
- Central Laboratory Nanjing Stomatological Hospital, Medical School of Nanjing University, 30 Zhongyang Road, Nanjing, 210008, China.
| | - Qingang Hu
- Department of Oral & Maxillofacial Surgery Nanjing Stomatological Hospital, Medical School of Nanjing University, 30 Zhongyang Road, Nanjing, 210008, China.
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17
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Innocenti F, Ou FS, Qu X, Zemla TJ, Niedzwiecki D, Tam R, Mahajan S, Goldberg RM, Bertagnolli MM, Blanke CD, Sanoff H, Atkins J, Polite B, Venook AP, Lenz HJ, Kabbarah O. Mutational Analysis of Patients With Colorectal Cancer in CALGB/SWOG 80405 Identifies New Roles of Microsatellite Instability and Tumor Mutational Burden for Patient Outcome. J Clin Oncol 2019; 37:1217-1227. [PMID: 30865548 DOI: 10.1200/jco.18.01798] [Citation(s) in RCA: 236] [Impact Index Per Article: 39.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
PURPOSE CALGB/SWOG 80405 was a randomized phase III trial that found no statistically significant difference in overall survival (OS) in patients with first-line metastatic colorectal cancer treated with chemotherapy plus either bevacizumab or cetuximab. Primary tumor DNA from 843 patients has been used to discover genetic markers of OS. PATIENTS AND METHODS Gene mutations were determined by polymerase chain reaction. Microsatellite status was determined by genotyping of microsatellites. Tumor mutational burden (TMB) was determined by next-generation sequencing. Cox proportional hazard models were used, with adjusting factors. Interaction of molecular alterations with either the bevacizumab or the cetuximab arms was tested. RESULTS Patients with high TMB in their tumors had longer OS than did patients with low TMB (hazard ratio [HR], 0.73 [95% CI, 0.57 to 0.95]; P = .02). In patients with microsatellite instability-high (MSI-H) tumors, longer OS was observed in the bevacizumab arm than in the cetuximab arm (HR, 0.13 [95% CI, 0.06 to 0.30]; interaction P < .001 for interaction between microsatellite status and the two arms). Patients with BRAF mutant tumors had shorter OS than did patients with wild-type (WT) tumors (HR, 2.01 [95% CI, 1.49 to 2.71]; P < .001). Patients with extended RAS mutant tumors had shorter OS than did patients with WT tumors (HR, 1.52 [95% CI, 1.26 to 1.84]; P < .001). Patients with triple-negative tumors (WT for NRAS/KRAS/BRAF) had a median OS of 35.9 months (95% CI, 33.0 to 38.8 months) versus 22.2 months (95% CI, 19.6 to 24.4 months ) in patients with at least one mutated gene in their tumors (P < .001). CONCLUSION In patients with metastatic colorectal cancer treated in first line, low TMB, and BRAF and RAS mutations are negative prognostic factors. Patients with MSI-H tumors benefited more from bevacizumab than from cetuximab, and studies to confirm this effect of MSI-H are warranted.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | - Hanna Sanoff
- 1 University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - James Atkins
- 8 Southeast Clinical Oncology Research Consortium, Winston-Salem, NC
| | - Blasé Polite
- 9 University of Chicago Comprehensive Cancer Center, Chicago, IL
| | - Alan P Venook
- 10 University of California San Francisco, San Francisco, CA
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18
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The Developing Story of Predictive Biomarkers in Colorectal Cancer. J Pers Med 2019; 9:jpm9010012. [PMID: 30736475 PMCID: PMC6463186 DOI: 10.3390/jpm9010012] [Citation(s) in RCA: 127] [Impact Index Per Article: 21.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2018] [Revised: 01/28/2019] [Accepted: 02/04/2019] [Indexed: 02/06/2023] Open
Abstract
Colorectal cancer (CRC) is the third most common malignancy worldwide. Surgery remains the most important treatment for non-metastatic CRC, and the administration of adjuvant chemotherapy depends mainly on the disease stage, which is still the strongest prognostic factor. A refined understanding of the genomics of CRC has recently been achieved thanks to the widespread use of next generation sequencing with potential future therapeutic implications. Microsatellite instability (MSI) has been suggested as a predictive marker for response to anti-programmed-cell-death protein 1 (PD-1) therapy in solid tumors, including CRC. It should be noted that not all cancers with MSI phenotype respond to anti-PD-1 immunotherapy, highlighting the urgent need for even better predictive biomarkers. Mitogen-Activated Protein Kinase (MAPK) pathway genes KRAS, NRAS, and BRAF represent important molecular targets and could serve as independent prognostic biomarkers in CRC, and identify those who potentially benefit from anti-epidermal growth factor receptor (EGFR) treatment. Emerging evidence has attributed a significant role to inflammatory markers including blood cell ratios in the prognosis and survival of CRC patients; these biomarkers can be easily assessed in routine blood exams and be used to identify high-risk patients or those more likely to benefit from chemotherapy, targeted therapies and potentially immunotherapy. Analysis of cell-free DNA (cfDNA), circulating tumor cells (CTC) and/or micro RNAs (miRNAs) could provide useful information for the early diagnosis of CRC, the identification of minimal residual disease and, the evaluation of the risk of recurrence in early CRC patients. Even the selection of patients suitable for the new targeted therapy is becoming possible with the use of predictive miRNA biomarkers. Finally, the development of treatment resistance with the emergence of chemo-resistance clones after treatment remains the most important challenge in the clinical practice. In this context it is crucial to identify potential biomarkers and therapeutic targets which could lead to development of new and more effective treatments.
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19
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Stintzing S, Ivanova B, Ricard I, Jung A, Kirchner T, Tannapfel A, Juette H, Hegewisch-Becker S, Arnold D, Reinacher-Schick A. Amphiregulin (AREG) and Epiregulin (EREG) Gene Expression as Predictor for Overall Survival (OS) in Oxaliplatin/Fluoropyrimidine Plus Bevacizumab Treated mCRC Patients-Analysis of the Phase III AIO KRK-0207 Trial. Front Oncol 2018; 8:474. [PMID: 30467535 PMCID: PMC6236022 DOI: 10.3389/fonc.2018.00474] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2018] [Accepted: 10/05/2018] [Indexed: 12/28/2022] Open
Abstract
Background: The EGFR (epithelial growth factor receptor) ligands amphiregulin (AREG) and epiregulin (EREG) have been considered as predictors for EGFR-antibody efficacy. The effect of AREG and EREG expression levels in primary tumor samples on the outcome of bevacizumab-treated patients is unknown. Patients and Methods: Formalin-fixed paraffin-embedded (FFPE) tumor samples from surgically removed primaries of the AIO KRK-0207 trial have been tested for AREG and EREG expression. The AIO KRK-0207 trial was a randomized phase-3 study to investigate the best maintenance strategy after oxaliplatin/fluoropyrimidine plus bevacizumab induction treatment in patients with mCRC. Association of AREG and EREG levels with outcome parameters were investigated, taking into account RAS and BRAF mutations. Results: A total of 331 tumor samples had measurable AREG and EREG tissue levels. In the total cohort using continuous expression levels, higher logAREG and logEREG levels were associated with a significant longer overall survival (OS) (HR 0.80; p = 0.003 and HR 0.78; p = 0.001, respectively). The subgroup of BRAF mutant tumors displayed significantly lower AREG and EREG levels compared to wild-type tumors. The prognostic effect of AREG and EREG expression was limited to the double wild-type subpopulation, whereas in the RAS mutant and BRAF mutant subgroups no prognostic effect was detected. Conclusion: Low logAREG and logEREG levels are associated with a shorter OS in oxaliplatin/fluoropyrimidine plus bevacizumab treated patients. As low AREG and EREG level are associated with BRAF mutations, the prognostic value of EREG and AREG levels is limited to the RAS and BRAF wild-type subpopulation.
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Affiliation(s)
- Sebastian Stintzing
- Department of Medicine III, University Hospital, Ludwig-Maximilians-University, Munich, Germany
| | - Boryana Ivanova
- Department of Medicine III, University Hospital, Ludwig-Maximilians-University, Munich, Germany.,Institute of Pathology, University of Munich, Munich, Germany
| | - Ingrid Ricard
- Institute of Medical Informatics, Biometry, and Epidemiology, Ludwig-Maximilians-University, Munich, Germany
| | - Andreas Jung
- Institute of Pathology, University of Munich, Munich, Germany
| | - Thomas Kirchner
- Institute of Pathology, University of Munich, Munich, Germany
| | | | - Hendrik Juette
- Institute of Pathology, Ruhr-University Bochum, Bochum, Germany
| | | | - Dirk Arnold
- Asklepios Tumorzentrum Hamburg, Asklepios Klinik Altona, Hamburg, Germany
| | - Anke Reinacher-Schick
- Department of Hematology, Oncology and Palliative Care, St Josef-Hospital, Ruhr University Bochum, Bochum, Germany
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20
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Bormann F, Stinzing S, Tierling S, Morkel M, Markelova MR, Walter J, Weichert W, Roßner F, Kuhn N, Perner J, Dietz J, Ispasanie S, Dietel M, Schäfer R, Heinemann V, Sers C. Epigenetic regulation of Amphiregulin and Epiregulin in colorectal cancer. Int J Cancer 2018; 144:569-581. [PMID: 30252132 DOI: 10.1002/ijc.31892] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2018] [Revised: 08/05/2018] [Accepted: 08/20/2018] [Indexed: 12/23/2022]
Abstract
Expression of the epidermal growth factor ligands amphiregulin (AREG) and epiregulin (EREG) is positively correlated with a response to EGFR-targeted therapies in colorectal cancer. Gene-body methylation sites, which show a strong inverse correlation with AREG and EREG gene expression, were identified in cell lines using targeted 454 FLX-bisulfite sequencing and SIRPH analyses for AREG/EREG promoters and intragenic CpGs. Upon treatment of colorectal cancer cells with 5-aza-2'-desoxycytidine, methylation decreases at specific intragenic CpGs accompanied by upregulation of AREG and EREG gene expression. The same AREG gene-body methylation was also found in human colorectal cancer samples and is independent of KRAS and NRAS mutations. Methylation is specifically decreased in the tumor epithelial compartment as compared to stromal tissue and normal epithelium. Investigation of a promoter/enhancer function of the AREG exon 2 region revealed a potential promoter function in reverse orientation. Retrospective comparison of the predictive power of AREG gene-body methylation versus AREG gene expression using samples from colorectal cancer patients treated with anti-EGFR inhibitors with complete clinical follow-up revealed that AREG expression is superior to AREG gene methylation. AREG and EREG genes undergo a complex regulation involving both intragenic methylation and promoter-dependent control.
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Affiliation(s)
- Felix Bormann
- Charité Universitätsmedizin Berlin, Institute of Pathology, Laboratory of Molecular Tumor Pathology and Systems Biology, Berlin, Germany
| | - Sebastian Stinzing
- Department of Hematology and Medical Oncology, Klinikum der Universität München (LMU); German Cancer Consortium site Munich (DKTK); German Cancer Research Centre (DKFZ), Heidelberg, Germany
| | - Sascha Tierling
- Department of Genetics/Epigenetics, FR8.3 Life Sciences, Saarland University, Saarbrücken
| | - Markus Morkel
- Charité Universitätsmedizin Berlin, Institute of Pathology, Laboratory of Molecular Tumor Pathology and Systems Biology, Berlin, Germany.,DKTK, German Consortium for Translational Cancer Research, Partner Site Berlin and DKFZ, German Cancer Research Center, Heidelberg, Germany
| | | | - Jörn Walter
- Department of Genetics/Epigenetics, FR8.3 Life Sciences, Saarland University, Saarbrücken
| | - Wilko Weichert
- DKTK, German Consortium for Translational Cancer Research, Partner Site Berlin and DKFZ, German Cancer Research Center, Heidelberg, Germany.,Institute of Pathology, Technical University Munich, Germany and Munich German Cancer Consortium (DKTK), German Cancer Research Centre (DKFZ), Heidelberg, Germany
| | - Florian Roßner
- Charité Universitätsmedizin Berlin, Institute of Pathology, Laboratory of Molecular Tumor Pathology and Systems Biology, Berlin, Germany
| | - Natalia Kuhn
- Charité Universitätsmedizin Berlin, Institute of Pathology, Laboratory of Molecular Tumor Pathology and Systems Biology, Berlin, Germany
| | - Juliane Perner
- Max Planck Institute for Molecular Genetics, Berlin, Germany
| | - Johanna Dietz
- Charité Universitätsmedizin Berlin, Institute of Pathology, Laboratory of Molecular Tumor Pathology and Systems Biology, Berlin, Germany
| | - Sylvia Ispasanie
- Charité Universitätsmedizin Berlin, Institute of Pathology, Laboratory of Molecular Tumor Pathology and Systems Biology, Berlin, Germany.,BSIO Berlin School of Integrative Oncology, University Medicine Charité, Berlin, Germany
| | - Manfred Dietel
- Charité Universitätsmedizin Berlin, Institute of Pathology, Laboratory of Molecular Tumor Pathology and Systems Biology, Berlin, Germany.,DKTK, German Consortium for Translational Cancer Research, Partner Site Berlin and DKFZ, German Cancer Research Center, Heidelberg, Germany
| | - Reinhold Schäfer
- Charité Universitätsmedizin Berlin, Institute of Pathology, Laboratory of Molecular Tumor Pathology and Systems Biology, Berlin, Germany.,DKTK, German Consortium for Translational Cancer Research, Partner Site Berlin and DKFZ, German Cancer Research Center, Heidelberg, Germany
| | - Volker Heinemann
- Department of Hematology and Medical Oncology, Klinikum der Universität München (LMU); German Cancer Consortium site Munich (DKTK); German Cancer Research Centre (DKFZ), Heidelberg, Germany
| | - Christine Sers
- Charité Universitätsmedizin Berlin, Institute of Pathology, Laboratory of Molecular Tumor Pathology and Systems Biology, Berlin, Germany.,DKTK, German Consortium for Translational Cancer Research, Partner Site Berlin and DKFZ, German Cancer Research Center, Heidelberg, Germany
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21
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Jing C, Jin YH, You Z, Qiong Q, Jun Z. Prognostic value of amphiregulin and epiregulin mRNA expression in metastatic colorectal cancer patients. Oncotarget 2018; 7:55890-55899. [PMID: 27344184 PMCID: PMC5342459 DOI: 10.18632/oncotarget.10151] [Citation(s) in RCA: 31] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2016] [Accepted: 06/06/2016] [Indexed: 12/22/2022] Open
Abstract
Epidermal growth factor receptor (EGFR) and its ligands amphiregulin (AREG) and epiregulin (EREG) play a central role in the development of colorectal cancer, but the prognostic values of AREG and EREG are controversial. We conducted a meta-analysis of studies that investigated AREG and/or EREG mRNA levels in primary tumors to determine their prognostic value in metastatic colorectal cancer (mCRC). In addition, RAS status was assessed. Relevant articles were identified by searching the EMBASE, PubMed, and Cochrane Library databases. Hazard ratios (HR) with 95% confidence intervals (CIs) were calculated using a random-effects model. Nine studies involving 2167 patients were included in this meta-analysis. High AREG expression was associated with longer overall survival (OS) and progression-free survival (PFS). High EREG expression was also associated with prolonged OS and PFS. In RAS wild-type (WT) patients who received anti-EGFR therapy, high AREG and EREG expression was associated with longer OS. Our results indicate that high AREG and EREG mRNA expression are independent favorable prognostic biomarkers in mCRC. The expression of these ligands should be considered when evaluating prognoses in RAS-WT patients receiving anti-EGFR therapy.
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Affiliation(s)
- Chen Jing
- Department of Medical Oncology, The First Affiliated Hospital of College of Medicine, Zhejiang University, Hangzhou, Zhejiang, P.R. China
| | - Yang Han Jin
- Department of Pathology, The First Affiliated Hospital of College of Medicine, Zhejiang University, Hangzhou, Zhejiang, P.R. China
| | - Zhai You
- Department of Pharmacy, The First Affiliated Hospital of College of Medicine, Zhejiang University, Hangzhou, Zhejiang, P.R. China
| | - Qian Qiong
- Department of Medical Oncology, The First Affiliated Hospital of College of Medicine, Zhejiang University, Hangzhou, Zhejiang, P.R. China
| | - Zhou Jun
- Department of Pharmacy, The First Affiliated Hospital of College of Medicine, Zhejiang University, Hangzhou, Zhejiang, P.R. China
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22
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Prevalence and influence on outcome of HER2/neu, HER3 and NRG1 expression in patients with metastatic colorectal cancer. Anticancer Drugs 2017; 28:717-722. [PMID: 28582279 DOI: 10.1097/cad.0000000000000510] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
Our aim was to explore the impact of the HER2/neu, HER3 receptor as well as their ligands' neuregulin (NRG1) expression on the outcome of patients with metastatic colorectal cancer (mCRC). NRG1, HER2/neu and HER3 expression was evaluated in 208 patients with mCRC receiving 5-FU/LV plus irinotecan or irinotecan plus oxaliplatin as the first-line treatment. Biomarker expression was correlated with the outcome of patients. NRG1 (low: 192 vs. high: 16), HER2/neu (low: 201 vs. high: 7) and HER3 (low: 69 vs. high: 139) expressions were assessed in 208 patients. High versus low NRG1 expression significantly affected progression-free survival (PFS) [4.7 vs. 8.2 months, hazard ratio (HR): 2.45; 95% confidence interval (CI): 1.45-4.13; P=0.001], but not overall survival (OS) (15.5 vs. 20.7 months, HR: 1.33; 95% CI: 0.76-2.35; P=0.32). High versus low HER3 expression (PFS: 7.1 vs. 8.8 months, HR: 1.11; 95% CI: 0.82-1.50; P=0.50; OS: 19.8 vs. 21.1 months, HR: 0.95; 95% CI: 0.70-1.30; P=0.75) and high compared with low HER2/neu expression (PFS: 7.7 vs. 8.0 months, HR: 1.07; 95% CI: 0.71-1.60; P=0.75; OS: 16.6 vs. 21.1 months, HR: 1.13; 95% CI: 0.75-1.71; P=0.57) did not influence outcome. High NRG1 expression was associated with inferior PFS in the FIRE-1 trial. We did not detect a prognostic impact of HER2/neu and HER3 overexpression in mCRC. The frequency of overexpression was comparable with other studies.
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23
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Zarkavelis G, Boussios S, Papadaki A, Katsanos KH, Christodoulou DK, Pentheroudakis G. Current and future biomarkers in colorectal cancer. Ann Gastroenterol 2017; 30:613-621. [PMID: 29118555 PMCID: PMC5670280 DOI: 10.20524/aog.2017.0191] [Citation(s) in RCA: 61] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/10/2017] [Accepted: 08/24/2017] [Indexed: 12/12/2022] Open
Abstract
Colorectal cancer (CRC), one of the leading causes of death among cancer patients, is a heterogeneous disease and is characterized by diversions in multiple molecular pathways throughout its evolutionary process. To date, specific mutations in RAS and RAF genes are tested in everyday clinical practice along with mismatch repair gene deficiency, serving either as prognostic or predictive biomarkers, providing information for patient risk stratification and the choice of appropriate therapy. However, ongoing studies are focusing on the potential role of recently discovered genetic and epigenetic alterations in the management of CRC patients and their potential prognostic or predictive value. To overcome the problem of tumor heterogeneity as well as the practical obstacles of access to tumor tissue, and to achieve real-time monitoring of disease and therapy efficacy, liquid biopsies constitute a novel technology worth exploring. CRC screening and management is entering a new era where molecular testing will be applied to genomic material extracted from easily accessible bodily fluids.
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Affiliation(s)
- George Zarkavelis
- Department of Medical Oncology, Medical School, University of Ioannina (George Zarkavelis, Stergios Boussios, Alexandra Papadaki, George Pentheroudakis), Greece.,Society for Study of the Clonal Heterogeneity of Neoplasia, Ioannina, Greece (George Zarkavelis, Stergios Boussios, Alexandra Papadaki, George Pentheroudakis), Greece
| | - Stergios Boussios
- Department of Medical Oncology, Medical School, University of Ioannina (George Zarkavelis, Stergios Boussios, Alexandra Papadaki, George Pentheroudakis), Greece.,Society for Study of the Clonal Heterogeneity of Neoplasia, Ioannina, Greece (George Zarkavelis, Stergios Boussios, Alexandra Papadaki, George Pentheroudakis), Greece
| | - Alexandra Papadaki
- Department of Medical Oncology, Medical School, University of Ioannina (George Zarkavelis, Stergios Boussios, Alexandra Papadaki, George Pentheroudakis), Greece.,Society for Study of the Clonal Heterogeneity of Neoplasia, Ioannina, Greece (George Zarkavelis, Stergios Boussios, Alexandra Papadaki, George Pentheroudakis), Greece
| | - Konstantinos H Katsanos
- Department of Gastroenterology, University Hospital of Ioannina, Faculty of Medicine, School of Health Sciences, University of Ioannina, Ioannina (Konstantinos H. Katsanos, Dimitrios K. Christodoulou), Greece
| | - Dimitrios K Christodoulou
- Department of Gastroenterology, University Hospital of Ioannina, Faculty of Medicine, School of Health Sciences, University of Ioannina, Ioannina (Konstantinos H. Katsanos, Dimitrios K. Christodoulou), Greece
| | - George Pentheroudakis
- Department of Medical Oncology, Medical School, University of Ioannina (George Zarkavelis, Stergios Boussios, Alexandra Papadaki, George Pentheroudakis), Greece.,Society for Study of the Clonal Heterogeneity of Neoplasia, Ioannina, Greece (George Zarkavelis, Stergios Boussios, Alexandra Papadaki, George Pentheroudakis), Greece
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24
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Ichikawa W, Terashima M, Ochiai A, Kitada K, Kurahashi I, Sakuramoto S, Katai H, Sano T, Imamura H, Sasako M. Impact of insulin-like growth factor-1 receptor and amphiregulin expression on survival in patients with stage II/III gastric cancer enrolled in the Adjuvant Chemotherapy Trial of S-1 for Gastric Cancer. Gastric Cancer 2017; 20:263-273. [PMID: 26884344 PMCID: PMC5321694 DOI: 10.1007/s10120-016-0600-x] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/30/2015] [Accepted: 02/03/2016] [Indexed: 02/07/2023]
Abstract
BACKGROUND Exploratory biomarker analysis was conducted to identify factors related to the outcomes of patients with stage II/III gastric cancer using data from the Adjuvant Chemotherapy Trial of S-1 for Gastric Cancer, which was a randomized controlled study comparing the administration of an orally active combination of tegafur, gimeracil, and oteracil with surgery alone. METHODS Formalin-fixed paraffin-embedded surgical specimens from 829 patients were retrospectively examined, and 63 genes were analyzed by quantitative real-time RT-PCR after TaqMan assay-based pre-amplification. Gene expression was normalized to the geometric mean of GAPDH, ACTB, and RPLP0 as reference genes, and categorized into low and high values based on the median. The impact of gene expression on survival was analyzed using 5-year survival data. The Benjamini and Hochberg procedure was used to control the false discovery rate. RESULTS IGF1R and AREG were most strongly correlated with overall survival, which was significantly worse in high IGF1R patients than low IGF1R patients, but better in high AREG patients than low AREG patients. The hazard ratio for death in the analysis of overall survival (S-1 vs. surgery alone) was reduced in the high IGF1R group compared with the low IGF1R group and in the low AREG group compared with the high AREG group. There were no significant interaction effects. CONCLUSION IGF1R gene expression was associated with poor outcomes after curative resection of stage II/III gastric cancer, whereas AREG gene expression was associated with good outcomes. No significant interaction effect on survival was evident between S-1 treatment and gene expression.
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Affiliation(s)
- Wataru Ichikawa
- 0000 0004 1764 9041grid.412808.7Division of Medical Oncology, Showa University Fujigaoka Hospital, 1-30 Fujigaoka, Aoba-ku, Yokohama, Kanagawa 227-8501 Japan
| | - Masanori Terashima
- 0000 0004 1774 9501grid.415797.9Division of Gastric Surgery, Shizuoka Cancer Center, 1007 Shimonagakubo, Nagaizumi-cho, Sunto-gun, Shizuoka, 411-8777 Japan
| | - Atsushi Ochiai
- 0000 0001 2168 5385grid.272242.3Pathology Division, Exploratory Oncology Research and Clinical Trial Center, Research Center for Innovative Oncology, National Cancer Center Hospital East, 6-5-1 Kashiwanoha, Kashiwa, Chiba 277-8577 Japan
| | - Koji Kitada
- Department of Surgery, National Hospital Organization Fukuyama Medical Center, 4-14-17 Okinogami-cho, Fukuyama, Hiroshima 720-8520 Japan
| | - Issei Kurahashi
- Data Innovation Center, iAnalysis, Inc., 2-2-15-1403 Minamiaoyama. Minato-ku, Tokyo, 107-0062 Japan
| | - Shinichi Sakuramoto
- grid.412377.4Department of Surgery, Saitama Medical University International Medical Center, 1397-1 Yamane, Hidaka, Saitama 350-1298 Japan
| | - Hitoshi Katai
- 0000 0001 2168 5385grid.272242.3Gastric Surgery Division, National Cancer Center Hospital, 5-1-1 Tsukiji, Chuo, Tokyo, 104-0045 Japan
| | - Takeshi Sano
- 0000 0001 0037 4131grid.410807.aDepartment of Gastroenterological Surgery, Cancer Institute Hospital, Japanese Foundation for Cancer Research, 3-8-31 Ariake, Koto-Ku, Tokyo, 135-8550 Japan
| | - Hiroshi Imamura
- 0000 0004 1774 8664grid.417245.1Department of Surgery, Toyonaka Municipal Hospital, 4-14-1 Shibahara-cho, Toyonaka, Osaka 560-8565 Japan
| | - Mitsuru Sasako
- 0000 0000 9142 153Xgrid.272264.7Department of Surgery, Hyogo College of Medicine, 1-1 Mukogawa-cho, Nishinomiya, Hyogo 663-8501 Japan
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25
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Karthaus M, Hofheinz RD, Mineur L, Letocha H, Greil R, Thaler J, Fernebro E, Oliner KS, Boedigheimer M, Twomey B, Zhang Y, Demonty G, Köhne CH. Impact of tumour RAS/BRAF status in a first-line study of panitumumab + FOLFIRI in patients with metastatic colorectal cancer. Br J Cancer 2016; 115:1215-1222. [PMID: 27764839 PMCID: PMC5104899 DOI: 10.1038/bjc.2016.343] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2016] [Revised: 07/21/2016] [Accepted: 09/19/2016] [Indexed: 12/19/2022] Open
Abstract
BACKGROUND To investigate tumour biomarker status and efficacy of first-line panitumumab+FOLFIRI for metastatic colorectal carcinoma (mCRC). METHODS 154 patients received first-line panitumumab + FOLFIRI every 14 days. Primary end point was objective response rate (ORR). Data were analysed by tumour RAS (KRAS/NRAS) and BRAF status, and baseline amphiregulin (AREG) expression. RESULTS Objective responses occurred more frequently in RAS wild type (WT) (59%) vs RAS mutant (MT) (41%) mCRC and in RAS WT/BRAF WT (68%) vs RAS or BRAF MT (37%) disease. Median response duration was longer in RAS WT (13.0 months) vs RAS MT (5.8 months) (hazard ratio (HR): 0.16). Median progression-free survival was longer in RAS WT vs MT (11.2 vs 7.3 months; HR, 0.37) and was also longer in RAS WT/BRAF WT vs RAS or BRAF MT (13.2 vs 6.9 months; HR, 0.25). Incidence of adverse events was similar regardless of RAS/BRAF status, and no new safety signals were noted. Among patients with RAS WT tumours, ORR was 67% with high AREG expression and 38% with low AREG expression. CONCLUSIONS First-line panitumumab+FOLFIRI was associated with favourable efficacy in patients with RAS WT and RAS WT/BRAF WT vs MT mCRC tumours and was well tolerated.
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Affiliation(s)
- Meinolf Karthaus
- Klinikum Neuperlach/Klinikum Harlaching, Oskar-Maria-Graf-Ring 51, D81737 Munich, Germany
| | | | - Laurent Mineur
- Institut Sainte-Catherine GI and Liver Cancer Unit, 84 000 Avignon, France
| | - Henry Letocha
- Oncology Clinic, Västmanland's Hospital, 721 89 Västerås, Sweden
| | - Richard Greil
- IIIrd Medical Department, Paracelsus Medical University Salzburg and CCCIT Salzburg Cancer Research Institute, Müllner Hauptstrasse 45, 5020 Salzburg, Austria
| | - Josef Thaler
- Klinikum Wels-Grieskirchen, Grieskirchner Straße 42, A-4600 Wels, Austria
| | - Eva Fernebro
- Central Hospital, Strandvägen 8, 35185 Växjö, Sweden
| | - Kelly S Oliner
- Formerly of Amgen Inc., 1 Amgen Center Dr MS 30E-2-C, Thousand Oaks, CA 91320, USA
| | | | - Brian Twomey
- Amgen Inc., 1 Amgen Center Dr MS 30E-2-C, Thousand Oaks, CA 91320, USA
| | - Ying Zhang
- Amgen Inc., 1 Amgen Center Dr MS 30E-2-C, Thousand Oaks, CA 91320, USA
| | | | - Claus-Henning Köhne
- Onkologie Klinikum Oldenburg, Rahel-Straus-Str. 10, 26133 Oldenburg, Germany
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26
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Sunakawa Y, Yang D, Moran M, Astrow SH, Tsuji A, Stephens C, Zhang W, Cao S, Takahashi T, Denda T, Shimada K, Kochi M, Nakamura M, Kotaka M, Segawa Y, Masuishi T, Takeuchi M, Fujii M, Nakajima T, Ichikawa W, Lenz HJ. Combined assessment of EGFR-related molecules to predict outcome of 1st-line cetuximab-containing chemotherapy for metastatic colorectal cancer. Cancer Biol Ther 2016; 17:751-759. [PMID: 27104867 PMCID: PMC4970538 DOI: 10.1080/15384047.2016.1178426] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2016] [Revised: 04/10/2016] [Accepted: 04/10/2016] [Indexed: 12/11/2022] Open
Abstract
Several studies have reported that epidermal growth factor receptor (EGFR)-related molecules may serve as predictors of cetuximab treatment for metastatic colorectal cancer (mCRC), such as EGFR gene copy number (GCN), expression of 2 ligands of EGFR, amphiregulin (AREG) and epiregulin (EREG), and EGFR CA simple sequence repeat 1 (CA-SSR1) polymorphism; however, these biomarkers still remain not useful in clinical practice since they have been evaluated using cohorts with patients treated in various settings of chemotherapy. We therefore analyzed associations of mRNA expression of AREG and EREG, EGFR GCN, and CA-SSR1 polymorphism [short (S;≤ 19) / long (L; ≥ 20)] with clinical outcomes in 77 Japanese patients with KRAS exon 2 wild-type mCRC enrolled in phase II trials of FOLFOX (n = 28/57, UMIN000004197) or SOX (n = 49/67, UMIN000007022) plus cetuximab as first-line therapy. High AREG expression correlated with significantly better progression-free survival (median 11.6 vs. 66 months, HR 0.52, P = 0.037); moreover, it remained statistically significant in multivariate analysis (HR: 0.48, P = 0.027). S/S genotype of CA-SSR1 predicted severe skin toxicity (P = 0.040). Patients with both AREG-low and EGFR low-GCN had significantly shorter overall survival than the others (median 22.2 vs. 42.8 months, HR 2.34, P = 0.042). The multivariate analysis showed that molecular status with both AREG-low and EGFR low-GCN was a predictor of worse survival (P = 0.006). In conclusion, AREG mRNA expression and EGFR CA-SSR1 polymorphism predict survival and skin toxicity, respectively, of initial chemotherapy with cetuximab. Our results also suggest potential prognostic value of the combined assessment of AREG and EGFR GCN for first-line cetuximab treatment.
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Affiliation(s)
- Yu Sunakawa
- Division of Medical Oncology, Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
- Division of Medical Oncology, Department of Internal Medicine, Showa University Northern Yokohama Hospital, Yokohama, Kanagawa, Japan
| | - Dongyun Yang
- Department of Preventive Medicine, Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | | | | | - Akihito Tsuji
- Department of Clinical Oncology, Kagawa University Faculty of Medicine Cancer Center, Kagawa University Hospital, Kita-gun, Kagawa, Japan
| | | | - Wu Zhang
- Division of Medical Oncology, Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Shu Cao
- Department of Preventive Medicine, Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Takehiro Takahashi
- Division of Medical Oncology, Showa University Hospital, Shinagawa-ku, Tokyo, Japan
| | - Tadamichi Denda
- Division of Gastroenterology, Chiba Cancer Center, Chuo-ku, Chiba, Japan
| | - Ken Shimada
- Division of Medical Oncology, Department of Internal Medicine, Showa University Koto Hospital, Toyosu, Koto-ku, Tokyo, Japan
| | - Mitsugu Kochi
- Department of Digestive Surgery, Nihon University School of Medicine, Itabashi-ku, Tokyo, Japan
| | - Masato Nakamura
- Aizawa Comprehensive Cancer Center, Aizawa Hospital, Matsumoto, Nagano, Japan
| | | | - Yoshihiko Segawa
- Division of Medical Oncology, Saitama Medical University International Medical Center, Hidaka, Saitama, Japan
| | - Toshiki Masuishi
- Division of Gastroenterology, Tsuchiura Kyodo General Hospital, Tsuchiura, Ibaraki, Japan
| | - Masahiro Takeuchi
- Department of Clinical Medicine (Biostatistics), Kitasato University School of Pharmacy, Shirokane, Minato-ku, Tokyo, Japan
| | - Masashi Fujii
- Department of Digestive Surgery, Nihon University School of Medicine, Itabashi-ku, Tokyo, Japan
| | | | - Wataru Ichikawa
- Division of Medical Oncology, Showa University Fujigaoka Hospital, Yokohama, Kanagawa, Japan
| | - Heinz-Josef Lenz
- Division of Medical Oncology, Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
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27
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Modest DP, Ricard I, Heinemann V, Hegewisch-Becker S, Schmiegel W, Porschen R, Stintzing S, Graeven U, Arnold D, von Weikersthal LF, Giessen-Jung C, Stahler A, Schmoll HJ, Jung A, Kirchner T, Tannapfel A, Reinacher-Schick A. Outcome according to KRAS-, NRAS- and BRAF-mutation as well as KRAS mutation variants: pooled analysis of five randomized trials in metastatic colorectal cancer by the AIO colorectal cancer study group. Ann Oncol 2016; 27:1746-53. [PMID: 27358379 PMCID: PMC4999563 DOI: 10.1093/annonc/mdw261] [Citation(s) in RCA: 225] [Impact Index Per Article: 25.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2016] [Accepted: 06/20/2016] [Indexed: 02/06/2023] Open
Abstract
In this pooled analysis of metastatic colorectal cancer patients, mutations in KRAS, and BRAF were associated with inferior progression-free and overall survival compared with patients with non-mutated tumors. KRAS exon 2 mutation variants were associated with heterogeneous outcome compared with unmutated tumors with KRAS G12C and G13D being associated with rather poor survival. Background To explore the impact of KRAS, NRAS and BRAF mutations as well as KRAS mutation variants in patients with metastatic colorectal cancer (mCRC) receiving first-line therapy. Patients and methods A total of 1239 patients from five randomized trials (FIRE-1, FIRE-3, AIOKRK0207, AIOKRK0604, RO91) were included into the analysis. Outcome was evaluated by the Kaplan–Meier method, log-rank tests and Cox models. Results In 664 tumors, no mutation was detected, 462 tumors were diagnosed with KRAS-, 39 patients with NRAS- and 74 patients with BRAF-mutation. Mutations in KRAS were associated with inferior progression-free survival (PFS) and overall survival (OS) [multivariate hazard ratio (HR) for PFS: 1.20 (1.02–1.42), P = 0.03; multivariate HR for OS: 1.41 (1.17–1.70), P < 0.001]. BRAF mutation was also associated with inferior PFS [multivariate HR: 2.19 (1.59–3.02), P < 0.001] and OS [multivariate HR: 2.99 (2.10–4.25), P < 0.001]. Among specific KRAS mutation variants, the KRAS G12C-variant (n = 28) correlated with inferior OS compared with unmutated tumors [multivariate HR 2.26 (1.25–4.1), P = 0.001]. A similar trend for OS was seen in the KRAS G13D-variant [n = 71, multivariate HR 1.46 (0.96–2.22), P = 0.10]. More frequent KRAS exon 2 variants like G12D [n = 152, multivariate HR 1.17 (0.86–1.6), P = 0.81] and G12V [n = 92, multivariate HR 1.27 (0.87–1.86), P = 0.57] did not have significant impact on OS. Conclusion Mutations in KRAS and BRAF were associated with inferior PFS and OS of mCRC patients compared with patients with non-mutated tumors. KRAS exon 2 mutation variants were associated with heterogeneous outcome compared with unmutated tumors with KRAS G12C and G13D (trend) being associated with rather poor survival.
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Affiliation(s)
- D P Modest
- Department of Medical Oncology and Comprehensive Cancer Center, University Hospital Grosshadern, Ludwig-Maximilians-Universität, Munich German Cancer Consortium (DKTK), German Cancer Research Centre (DKFZ), Heidelberg
| | - I Ricard
- Institute of Medical Informatics, Biometry and Epidemiology, University of Munich, Munich
| | - V Heinemann
- Department of Medical Oncology and Comprehensive Cancer Center, University Hospital Grosshadern, Ludwig-Maximilians-Universität, Munich German Cancer Consortium (DKTK), German Cancer Research Centre (DKFZ), Heidelberg
| | | | - W Schmiegel
- Medizinische Klinik, Knappschaftskrankenhaus Ruhr-Universität Bochum, Bochum
| | - R Porschen
- Klinik für Innere Medizin, Klinikum Bremen-Ost, Bremen
| | - S Stintzing
- Department of Medical Oncology and Comprehensive Cancer Center, University Hospital Grosshadern, Ludwig-Maximilians-Universität, Munich German Cancer Consortium (DKTK), German Cancer Research Centre (DKFZ), Heidelberg
| | - U Graeven
- Kliniken Maria Hilf GmbH, Department of Hematology, Oncology and Gastroenterology, Mönchengladbach, Germany
| | - D Arnold
- Instituto CUF de Oncologia, Lisboa, Portugal
| | | | - C Giessen-Jung
- Department of Medical Oncology and Comprehensive Cancer Center, University Hospital Grosshadern, Ludwig-Maximilians-Universität, Munich
| | - A Stahler
- Department of Medical Oncology and Comprehensive Cancer Center, University Hospital Grosshadern, Ludwig-Maximilians-Universität, Munich Institute of Pathology University of Munich, Munich
| | - H J Schmoll
- Department of Hematology/Oncology, University Hospital Halle, Halle (Saale)
| | - A Jung
- German Cancer Consortium (DKTK), German Cancer Research Centre (DKFZ), Heidelberg Institute of Pathology University of Munich, Munich
| | - T Kirchner
- German Cancer Consortium (DKTK), German Cancer Research Centre (DKFZ), Heidelberg Institute of Pathology University of Munich, Munich
| | - A Tannapfel
- Institute for Pathology, Ruhr-University Bochum, Bochum
| | - A Reinacher-Schick
- Department of Hematology, Oncology and Palliative Care, St Josef-Hospital, Ruhr University Bochum, Bochum, Germany
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28
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Association of CpG island methylator phenotype and EREG/AREG methylation and expression in colorectal cancer. Br J Cancer 2016; 114:1352-61. [PMID: 27272216 PMCID: PMC4984478 DOI: 10.1038/bjc.2016.87] [Citation(s) in RCA: 70] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2015] [Revised: 02/25/2016] [Accepted: 03/08/2016] [Indexed: 12/27/2022] Open
Abstract
Background: High EREG and AREG expression, and left-sided primary tumours are associated with superior efficacy of anti-epidermal growth factor receptor (EGFR) therapy in metastatic colorectal cancer (CRC), but a unifying explanation of these findings is lacking. Methods: RNA-seq, gene expression arrays, and DNA methylation profiling were completed on 179 CRC tumours. Results were validated using independent The Cancer Genome Atlas data sets. An independent cohort of 198 KRAS wild-type metastatic CRC tumours was tested for CpG island methylator phenotype (CIMP) status, and progression-free survival (PFS) with the first anti-EGFR regimen was retrospectively determined. Results: EREG and AREG expression was highly inversely correlated with methylation and was inversely associated with right-sided primary tumour, BRAF mutation, and CIMP-high status. Treatment of CRC cell lines with hypomethylating agents decreased methylation and increased expression of EREG. Inferior PFS with anti-EGFR therapy was associated with CIMP-high status, BRAF mutation, NRAS mutation, and right-sided primary tumour on univariate analysis. Among known BRAF/NRAS wild-type tumours, inferior PFS remained associated with CIMP-high status (median PFS 5.6 vs 9.0 mo, P=0.023). Conclusions: EREG and AREG are strongly regulated by methylation, and their expression is associated with CIMP status and primary tumour site, which may explain the association of primary tumour site and EREG/AREG expression with anti-EGFR therapy efficacy.
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