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Gupta K, Jones JC, Farias VDA, Mackeyev Y, Singh PK, Quiñones-Hinojosa A, Krishnan S. Identification of Synergistic Drug Combinations to Target KRAS-Driven Chemoradioresistant Cancers Utilizing Tumoroid Models of Colorectal Adenocarcinoma and Recurrent Glioblastoma. Front Oncol 2022; 12:840241. [PMID: 35664781 PMCID: PMC9158132 DOI: 10.3389/fonc.2022.840241] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2021] [Accepted: 03/28/2022] [Indexed: 11/20/2022] Open
Abstract
Treatment resistance is observed in all advanced cancers. Colorectal cancer (CRC) presenting as colorectal adenocarcinoma (COAD) is the second leading cause of cancer deaths worldwide. Multimodality treatment includes surgery, chemotherapy, and targeted therapies with selective utilization of immunotherapy and radiation therapy. Despite the early success of anti-epidermal growth factor receptor (anti-EGFR) therapy, treatment resistance is common and often driven by mutations in APC, KRAS, RAF, and PI3K/mTOR and positive feedback between activated KRAS and WNT effectors. Challenges in the direct targeting of WNT regulators and KRAS have caused alternative actionable targets to gain recent attention. Utilizing an unbiased drug screen, we identified combinatorial targeting of DDR1/BCR-ABL signaling axis with small-molecule inhibitors of EGFR-ERBB2 to be potentially cytotoxic against multicellular spheroids obtained from WNT-activated and KRAS-mutant COAD lines (HCT116, DLD1, and SW480) independent of their KRAS mutation type. Based on the data-driven approach using available patient datasets (The Cancer Genome Atlas (TCGA)), we constructed transcriptomic correlations between gene DDR1, with an expression of genes for EGFR, ERBB2-4, mitogen-activated protein kinase (MAPK) pathway intermediates, BCR, and ABL and genes for cancer stem cell reactivation, cell polarity, and adhesion; we identified a positive association of DDR1 with EGFR, ERBB2, BRAF, SOX9, and VANGL2 in Pan-Cancer. The evaluation of the pathway network using the STRING database and Pathway Commons database revealed DDR1 protein to relay its signaling via adaptor proteins (SHC1, GRB2, and SOS1) and BCR axis to contribute to the KRAS-PI3K-AKT signaling cascade, which was confirmed by Western blotting. We further confirmed the cytotoxic potential of our lead combination involving EGFR/ERBB2 inhibitor (lapatinib) with DDR1/BCR-ABL inhibitor (nilotinib) in radioresistant spheroids of HCT116 (COAD) and, in an additional devastating primary cancer model, glioblastoma (GBM). GBMs overexpress DDR1 and share some common genomic features with COAD like EGFR amplification and WNT activation. Moreover, genetic alterations in genes like NF1 make GBMs have an intrinsically high KRAS activity. We show the combination of nilotinib plus lapatinib to exhibit more potent cytotoxic efficacy than either of the drugs administered alone in tumoroids of patient-derived recurrent GBMs. Collectively, our findings suggest that combinatorial targeting of DDR1/BCR-ABL with EGFR-ERBB2 signaling may offer a therapeutic strategy against stem-like KRAS-driven chemoradioresistant tumors of COAD and GBM, widening the window for its applications in mainstream cancer therapeutics.
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Affiliation(s)
- Kshama Gupta
- Department of Cancer Biology, Mayo Clinic, Jacksonville, FL, United States
| | - Jeremy C Jones
- Department of Oncology, Mayo Clinic, Jacksonville, FL, United States
| | | | - Yuri Mackeyev
- Department of Radiation Oncology, Mayo Clinic, Jacksonville, FL, United States
| | - Pankaj K Singh
- Department of Radiation Oncology, Mayo Clinic, Jacksonville, FL, United States
| | - Alfredo Quiñones-Hinojosa
- Department of Cancer Biology, Mayo Clinic, Jacksonville, FL, United States.,Department of Oncology, Mayo Clinic, Jacksonville, FL, United States.,Department of Neurosurgery, Mayo Clinic, Jacksonville, FL, United States.,Department of Neuroscience, Mayo Clinic, Jacksonville, FL, United States
| | - Sunil Krishnan
- Department of Radiation Oncology, Mayo Clinic, Jacksonville, FL, United States
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Pettit C, Walston S, Wald P, Webb A, Williams TM. Molecular profiling of locally-advanced rectal adenocarcinoma using microRNA expression (Review). Int J Oncol 2017. [PMID: 28627602 DOI: 10.3892/ijo.2017.4045] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
Abstract
Treatment for locally-advanced rectal cancer (LARC) typically consists of neoadjuvant chemoradiation followed by total mesorectal excision. Recently, there has been growing interest in non-operative management for patients who are medically-inoperable or wish to avoid surgical morbidity and permanent colostomy. Approximately 50% of patients who receive pre-operative neoadjuvant chemoradiation develop some degree of pathologic response. Approximately 10-20% of patients are found to have a complete pathologic response, a finding which has frequently been shown to predict better clinical outcomes, including local-regional control, distant metastasis and survival. Many recent studies have evaluated the role of molecular biomarkers in predicting response to neoadjuvant therapy. MicroRNAs (miRNAs) are an emerging class of biomarkers that have the potential to predict which patients are most likely to benefit from pre-operative therapy and from a selective surgical approach. Here, we review the published literature on microRNAs as prognostic and predictive biomarkers in rectal cancer after pre-operative therapy. In the future, the development of prospectively validated miRNA signatures will allow clinical implementation of miRNAs as prognostic and predictive signatures in LARC.
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Affiliation(s)
- Cory Pettit
- The Ohio State University Medical Center, Arthur G. James Comprehensive Cancer Center and Richard J. Solove Research Institute, Columbus, OH 43210, USA
| | - Steve Walston
- The Ohio State University Medical Center, Arthur G. James Comprehensive Cancer Center and Richard J. Solove Research Institute, Columbus, OH 43210, USA
| | - Patrick Wald
- The Ohio State University Medical Center, Arthur G. James Comprehensive Cancer Center and Richard J. Solove Research Institute, Columbus, OH 43210, USA
| | - Amy Webb
- The Ohio State University Medical Center, Arthur G. James Comprehensive Cancer Center and Richard J. Solove Research Institute, Columbus, OH 43210, USA
| | - Terence M Williams
- The Ohio State University Medical Center, Arthur G. James Comprehensive Cancer Center and Richard J. Solove Research Institute, Columbus, OH 43210, USA
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Lee JW, Lee JH, Shim BY, Kim SH, Chung MJ, Kye BH, Kim HJ, Cho HM, Jang HS. KRAS Mutation Status Is Not a Predictor for Tumor Response and Survival in Rectal Cancer Patients Who Received Preoperative Radiotherapy With 5-Fluoropyrimidine Followed by Curative Surgery. Medicine (Baltimore) 2015; 94:e1284. [PMID: 26252300 PMCID: PMC4616597 DOI: 10.1097/md.0000000000001284] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/17/2023] Open
Abstract
We evaluated the tumor response and survival according to the KRAS oncogene status in locally advanced rectal cancer. One hundred patients with locally advanced rectal cancer (cT3-4N0-2M0) received preoperative radiation of 50.4 Gy in 28 fractions with 5-fluorouracil and total mesorectal excision. Tumor DNA from each patient was obtained from pretreatment biopsy tissues. A Kirsten rat sarcoma viral oncogene homolog (KRAS) mutation was found in 26 (26%) of the 100 patients. Downstaging (ypT0-2N0M0) rates after preoperative chemoradiotheray were not statistically different between the wild-type and mutant-type KRAS groups (30.8% vs 27.0%, P = 0.715, respectively). After a median follow-up time of 34 months, there was no statistically significant difference in the 3-year relapse-free survival (82.2% vs 82.6%, P = 0.512) and overall survival (94.7% vs 92.3%, P = 0.249) rates between wild-type and mutant-type KRAS groups, respectively. The KRAS mutation status does not influence the tumor response to the radiotherapy and survival in locally advanced rectal cancer patients who received preoperative chemoradiotherapy and curative surgery.
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Affiliation(s)
- Jeong Won Lee
- From the Department of Radiation Oncology, Seoul St. Mary's Hospital (JWL, HSJ); Department of Radiation Oncology (JHL, SHK, MJC); Department of Medical Oncology (BYS); Department of Colorectal Surgery, St. Vincent's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea (B-HK, HJK, HMC)
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Germline and somatic genetic predictors of pathological response in neoadjuvant settings of rectal and esophageal cancers: systematic review and meta-analysis. THE PHARMACOGENOMICS JOURNAL 2015; 16:249-65. [PMID: 26122021 DOI: 10.1038/tpj.2015.46] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/23/2015] [Revised: 05/10/2015] [Accepted: 05/21/2015] [Indexed: 12/21/2022]
Abstract
Oncologists have pointed out an urgent need for biomarkers that can be useful for clinical application to predict the susceptibility of patients to preoperative therapy. This review collects, evaluates and combines data on the influence of reported somatic and germline genetic variations on histological tumor regression in neoadjuvant settings of rectal and esophageal cancers. Five hundred and twenty-seven articles were identified, 204 retrieved and 61 studies included. Among 24 and 14 genetic markers reported for rectal and esophageal cancers, respectively, significant associations in meta-analyses were demonstrated for the following markers. In rectal cancer, major response was more frequent in carriers of the TYMS genotype 2 R/2 R-2 R/3 R (rs34743033), MTHFR genotype 677C/C (rs1801133), wild-type TP53 and KRAS genes. In esophageal cancer, successful therapy appeared to correlate with wild-type TP53. These results may be useful for future research directions to translate reported data into practical clinical use.
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Martellucci J, Alemanno G, Castiglione F, Bergamini C, Valeri A. Role of KRAS mutation as predictor of pathologic response after neoadjuvant chemoradiation therapy for rectal cancer. Updates Surg 2015; 67:47-53. [PMID: 25702261 DOI: 10.1007/s13304-015-0281-8] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2014] [Accepted: 02/03/2015] [Indexed: 01/27/2023]
Abstract
Individual patient response to neoadjuvant treatment is variable and reproducible biomarkers of response are needed. The role of the V-Ki-ras2 Kirsten rat sarcoma viral oncogene (KRAS) in rectal cancer remains equivocal. The aim of the current study was to evaluate the effect of KRAS mutation on outcomes following neoadjuvant chemoradiation therapy (CRT) for rectal cancer. A total of 76 stage II-III rectal cancer patients underwent preoperative CRT followed by surgery. In every patient tumor-related features and outcome results were considered for analysis and correlation with KRAS mutations. Forty-four patients (58%) obtained a downstaging after CRT, and in 7 patients (9%) a complete pathological response was found. Twenty-six (33%) mutations of KRAS were found in 26 patients. Nineteen mutations (73%) were located in codon 12, 6 in codon 13(23%) and 1 in codon 61. T-level downsizing and tumor downstaging showed no significant association with KRAS mutation status, except for mutation of codon 13(G13D). No correlation between cancer-associated mortality following CRT and surgery and KRAS mutation was observed. No correlation between pelvic recurrence and KRAS mutation was observed. KRAS mutation also failed to correlate with disease-free survival. No patients with a pCR had a local or distant failure. There appears to be no significant difference in pCR, tumor down-staging, T-downsizing or effects on cancer-associated mortality, overall survival and disease-free survival in patients with KRAS mutations except for patients with KRAS codon 13 mutations that seem to be resistant to neoadjuvant CRT and less likely to achieve a pCR.
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Affiliation(s)
- Jacopo Martellucci
- General, Emergency and Mininvasive Surgery I, Careggi University Hospital, Largo Brambilla 3, 50134, Florence, Italy,
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