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Sabbagh S, Herrán M, Hijazi A, Jabbal IS, Mohanna M, Dominguez B, Itani M, Sarna K, Liang H, Nahleh Z, Wexner SD, Nagarajan A. Biomarker Testing Disparities in Metastatic Colorectal Cancer. JAMA Netw Open 2024; 7:e2419142. [PMID: 38967928 PMCID: PMC11227072 DOI: 10.1001/jamanetworkopen.2024.19142] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/13/2024] [Accepted: 04/24/2024] [Indexed: 07/06/2024] Open
Abstract
Importance Among patients with metastatic colorectal cancer (mCRC), data are limited on disparate biomarker testing and its association with clinical outcomes on a national scale. Objective To evaluate the socioeconomic and demographic inequities in microsatellite instability (MSI) and KRAS biomarker testing among patients with mCRC and to explore the association of testing with overall survival (OS). Design, Setting, and Participants This cohort study, conducted between November 2022 and March 2024, included patients who were diagnosed with mCRC between January 1, 2010, and December 31, 2017. The study obtained data from the National Cancer Database, a hospital-based cancer registry in the US. Patients with mCRC and available information on biomarker testing were included. Patients were classified based on whether they completed or did not complete MSI or KRAS tests. Exposure Demographic and socioeconomic factors, such as age, race, ethnicity, educational level in area of residence, median household income, insurance type, area of residence, facility type, and facility location were evaluated. Main Outcomes and Measures The main outcomes were MSI and KRAS testing between the date of diagnosis and the date of first-course therapy. Univariable and multivariable logistic regressions were used to identify the relevant factors in MSI and KRAS testing. The OS outcomes were also evaluated. Results Among the 41 061 patients included (22 362 males [54.5%]; mean [SD] age, 62.3 [10.1] years; 17.3% identified as Black individuals, 78.0% as White individuals, 4.7% as individuals of other race, with 6.5% Hispanic or 93.5% non-Hispanic ethnicity), 28.8% underwent KRAS testing and 43.7% received MSI testing. A significant proportion of patients had Medicare insurance (43.6%), received treatment at a comprehensive community cancer program (40.5%), and lived in an area with lower educational level (51.3%). Factors associated with a lower likelihood of MSI testing included age of 70 to 79 years (relative risk [RR], 0.70; 95% CI, 0.66-0.74; P < .001), treatment at a community cancer program (RR, 0.74; 95% CI, 0.70-0.79; P < .001), rural residency (RR, 0.80; 95% CI, 0.69-0.92; P < .001), lower educational level in area of residence (RR, 0.84; 95% CI, 0.79-0.89; P < .001), and treatment at East South Central facilities (RR, 0.67; 95% CI, 0.61-0.73; P < .001). Similar patterns were observed for KRAS testing. Survival analysis showed modest OS improvement in patients with MSI testing (hazard ratio, 0.93; 95% CI, 0.91-0.96; P < .001). The median (IQR) follow-up time for the survival analysis was 13.96 (3.71-29.34) months. Conclusions and Relevance This cohort study of patients with mCRC found that older age, community-setting treatment, lower educational level in area of residence, and treatment at East South Central facilities were associated with a reduced likelihood of MSI and KRAS testing. Highlighting the sociodemographic-based disparities in biomarker testing can inform the development of strategies that promote equity in cancer care and improve outcomes for underserved populations.
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Affiliation(s)
- Saad Sabbagh
- Department of Hematology-Oncology, Maroone Cancer Center, Cleveland Clinic Florida, Weston
| | - María Herrán
- Department of Hematology-Oncology, Maroone Cancer Center, Cleveland Clinic Florida, Weston
| | - Ali Hijazi
- Department of Hematology-Oncology, Maroone Cancer Center, Cleveland Clinic Florida, Weston
| | - Iktej Singh Jabbal
- Department of Internal Medicine, Advent Health Sebring, Sebring, Florida
| | - Mohamed Mohanna
- Department of Hematology-Oncology, Maroone Cancer Center, Cleveland Clinic Florida, Weston
| | - Barbara Dominguez
- Department of Hematology-Oncology, Maroone Cancer Center, Cleveland Clinic Florida, Weston
| | - Mira Itani
- Department of Hematology-Oncology, Maroone Cancer Center, Cleveland Clinic Florida, Weston
| | - Kaylee Sarna
- Department of Clinical Research, Cleveland Clinic Florida, Weston
| | - Hong Liang
- Department of Clinical Research, Cleveland Clinic Florida, Weston
| | - Zeina Nahleh
- Department of Hematology-Oncology, Maroone Cancer Center, Cleveland Clinic Florida, Weston
| | - Steven D. Wexner
- Ellen Leifer Shulman and Steven Shulman Digestive Disease Center, Cleveland Clinic Florida, Weston
| | - Arun Nagarajan
- Department of Hematology-Oncology, Maroone Cancer Center, Cleveland Clinic Florida, Weston
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Miyamoto Y, Akiyama T, Kato R, Sawayama H, Ogawa K, Yoshida N, Baba H. Prognostic Significance of Systemic Inflammation Indices by K-ras Status in Patients With Metastatic Colorectal Cancer. Dis Colon Rectum 2023; 66:e809-e817. [PMID: 35195557 DOI: 10.1097/dcr.0000000000002392] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
Abstract
BACKGROUND Systemic inflammation markers are useful prognostic indicators for metastatic colorectal cancer. However, the influence of K-ras genotypes on these markers in patients with metastatic colorectal cancer is unclear. OBJECTIVE This study aimed to evaluate the associations between systems of evaluating pretreatment systemic inflammation and outcomes according to K-ras genotypes in patients with metastatic colorectal cancer. DESIGN This was a retrospective study. SETTINGS This study was conducted at a university hospital. PATIENTS This study included a total of 272 patients ( K-ras wild type: K-ras mutant = 169:103) who received first-line systemic chemotherapy for metastatic colorectal cancer. MAIN OUTCOME MEASURES We retrospectively calculated 8 systemic inflammation indices: neutrophil/lymphocyte ratio, platelet/lymphocyte ratio, lymphocyte/monocyte ratio, prognostic nutritional index, Glasgow prognostic score, Naples prognostic score, systemic inflammation score, and systemic immune-inflammation index. Patients were categorized into high or low groups for each index. The prognostic relevance of these indices for overall survival was evaluated according to the K-ras genotype. RESULTS Kaplan-Meier survival analyses showed that median overall survival significantly differed between the high and low groups for all indices in the K-ras wild-type group but not in the K-ras mutant group, except for Glasgow prognostic score and lymphocyte/monocyte ratio. Multivariate Cox regression analyses identified all indices as independent prognostic factors. In the K-ras wild-type group, all indices except platelet/lymphocyte ratio had strong prognostic effects, but not in the K-ras mutant group. Interaction tests indicated that K-ras genotype significantly influenced the prognostic impacts of the neutrophil/lymphocyte ratio ( p = 0.042), prognostic nutritional index ( p = 0.048), Naples prognostic score ( p < 0.001), and systemic immune-inflammation index ( p = 0.004). LIMITATIONS A major limitation of this study is the lack of external validation. CONCLUSIONS The prognostic significance of systemic inflammation indices is more useful in patients with K-ras wild-type metastatic colorectal cancer than those with K-ras mutant cancer. See Video Abstract at http://links.lww.com/DCR/B921 . IMPORTANCIA PRONSTICA DE LOS NDICES DE INFLAMACIN SISTMICA POR ESTADO DE KRAS EN PACIENTES CON CNCER COLORRECTAL METASTSICO ANTECEDENTES:Los marcadores de inflamación sistémica son indicadores de pronósticos útiles para el cáncer colorrectal metastásico. Sin embargo, la influencia de los genotipos KRAS en estos marcadores en pacientes con cáncer colorrectal metastásico no está clara.OBJETIVO:Evaluamos las asociaciones entre los sistemas de evaluación de la inflamación sistémica previa al tratamiento y los resultados según los genotipos K-ras en pacientes con cáncer colorrectal metastásico.AJUSTE:Este estudio se realizó en un hospital universitario.DISEÑO:Este fue un estudio retrospectivo.PACIENTES:Un total de 272 pacientes (K-ras wildtype [K-raswt]:mutant [K-rasMut] = 169:103) que recibieron quimioterapia sistémica de primera línea para el cáncer colorrectal metastásico.PRINCIPALES MEDIDAS DE RESULTADO:Calculamos retrospectivamente 8 índices de inflamación sistémica: proporción de neutrófilos/linfocitos, proporción de plaquetas/linfocitos, proporción de linfocitos/monocitos, índice nutricional pronóstico, puntuación de pronóstico de Glasgow, puntuación de pronóstico de Nápoles, puntuación de inflamación sistémica e índice de inmunoinflamación sistémica. Los pacientes se clasificaron en grupos altos o bajos para cada índice. La relevancia pronóstica de estos índices para la supervivencia global se evaluó según el genotipo K-ras.RESULTADOS:Los análisis de supervivencia de Kaplan-Meier mostraron que la mediana de la supervivencia general difería significativamente entre los grupos alto y bajo para todos los índices en el grupo K-raswt pero no en el grupo K-rasMut, excepto para la puntuación de pronóstico de Glasgow y la proporción de linfocitos/monocitos. Los análisis de regresión multivariable de Cox identificaron todos los índices como factores pronósticos independientes. En el grupo K-raswt, todos los índices, excepto el cociente plaquetas/linfocitos, tuvieron fuertes efectos pronósticos, pero no en el grupo K-rasMut. Las pruebas de interacción indicaron que el genotipo K-ras influyó significativamente en los impactos pronósticos de la proporción de neutrófilos/linfocitos (p = 0,042), el índice nutricional pronóstico (p = 0,048), la puntuación pronóstica de Nápoles (p < 0,001) y el índice de inflamación inmunológica sistémica (p = 0,004).LIMITACIÓN:Una limitación importante de este estudio es la falta de validación externa.CONCLUSIÓNES:La importancia pronóstica de los índices de inflamación sistémica es más útil en pacientes con cáncer colorrectal metastásico K-raswt. Consulte Video Resumen en http://links.lww.com/DCR/B921 . (Traducción-Dr. Yolanda Colorado ).
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Affiliation(s)
- Yuji Miyamoto
- Department of Gastroenterological Surgery, Graduate School of Medical Sciences, Kumamoto University, Kumamoto, Japan
| | - Takahiko Akiyama
- Department of Gastrointestinal Cancer Biology, International Research Centre for Medical Sciences, Kumamoto University, Kumamoto, Japan
| | - Rikako Kato
- Department of Gastroenterological Surgery, Graduate School of Medical Sciences, Kumamoto University, Kumamoto, Japan
| | - Hiroshi Sawayama
- Department of Gastroenterological Surgery, Graduate School of Medical Sciences, Kumamoto University, Kumamoto, Japan
| | - Katsuhiro Ogawa
- Department of Gastroenterological Surgery, Graduate School of Medical Sciences, Kumamoto University, Kumamoto, Japan
| | - Naoya Yoshida
- Division of Translational Research and Advanced Treatment Against Gastrointestinal Cancer, Kumamoto University, Kumamoto, Japan
| | - Hideo Baba
- Department of Gastroenterological Surgery, Graduate School of Medical Sciences, Kumamoto University, Kumamoto, Japan
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Malapelle U, Angerilli V, Pepe F, Fontanini G, Lonardi S, Scartozzi M, Memeo L, Pruneri G, Marchetti A, Perrone G, Fassan M. The ideal reporting of RAS testing in colorectal adenocarcinoma: a pathologists' perspective. Pathologica 2023; 115:1-11. [PMID: 37314870 PMCID: PMC10462993 DOI: 10.32074/1591-951x-895] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2023] [Accepted: 05/24/2023] [Indexed: 06/16/2023] Open
Abstract
RAS gene mutational status represents an imperative predictive biomarker to be tested in the clinical management of metastatic colorectal adenocarcinoma. Even if it is one of the most studied biomarkers in the era of precision medicine, several pre-analytical and analytical factors may still impasse an adequate reporting of RAS status in clinical practice, with significant therapeutic consequences. Thus, pathologists should be aware on the main topics related to this molecular evaluation: (i) adopt diagnostic limit of detections adequate to avoid the interference of sub-clonal cancer cell populations; (ii) choose the most adequate diagnostic strategy according to the available sample and its qualification for molecular testing; (iii) provide all the information regarding the mutation detected, since many RAS mutation-specific targeted therapeutic approaches are in development and will enter into routine clinical practice. In this review, we give a comprehensive description of the current scenario about RAS gene mutational testing in the clinic focusing on the pathologist's role in patient selection for targeted therapies.
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Affiliation(s)
- Umberto Malapelle
- Department of Public Health, University of Naples Federico II, Naples (NA), Italy
| | | | - Francesco Pepe
- Department of Public Health, University of Naples Federico II, Naples (NA), Italy
| | - Gabriella Fontanini
- Department of Surgical, Medical and Molecular Pathology and Critical Care Medicine, University of Pisa, Pisa (PI), Italy
| | - Sara Lonardi
- Medical Oncology 3, Veneto Institute of Oncology IOV-IRCCS, Padua (PD), Italy
| | - Mario Scartozzi
- Medical Oncology, University Hospital and University of Cagliari, Cagliari (CA), Italy
| | - Lorenzo Memeo
- Department of Experimental Oncology, Mediterranean Institute of Oncology, Viagrande, Catania (CT), Italy
| | - Gianfranco Pruneri
- Department of Advanced Diagnostics, Fondazione IRCCS Istituto Nazionale Tumori and University of Milan, Milan (MI), Italy
| | - Antonio Marchetti
- Center for Advanced Studies and Technology (CAST), University Chieti-Pescara, Chieti (CH), Italy
- Diagnostic Molecular Pathology, Unit of Anatomic Pathology, SS Annunziata Hospital, Chieti (CH), Italy and Department of Medical, Oral, and Biotechnological Sciences University “G. D’Annunzio” of Chieti-Pescara, Chieti (CH), Italy
| | - Giuseppe Perrone
- Department of Medicine and Surgery, Research Unit of Anatomical Pathology, Università Campus Bio-Medico di Roma, Roma, Italy
- Anatomical Pathology Operative Research Unit, Fondazione Policlinico Universitario Campus Bio-Medico, Roma, Italy
| | - Matteo Fassan
- Department of Medicine (DIMED), University of Padua, Padua (PD), Italy
- Veneto Institute of Oncology (IOV-IRCCS), Padua (PD), Italy
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The Impact of Molecular Biology in the Seeding, Treatment Choices and Follow-Up of Colorectal Cancer Liver Metastases-A Narrative Review. Int J Mol Sci 2023; 24:ijms24021127. [PMID: 36674640 PMCID: PMC9863977 DOI: 10.3390/ijms24021127] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2022] [Revised: 12/27/2022] [Accepted: 01/04/2023] [Indexed: 01/11/2023] Open
Abstract
There is a clear association between the molecular profile of colorectal cancer liver metastases (CRCLM) and the degree to which aggressive progression of the disease impacts patient survival. However, much of our knowledge of the molecular behaviour of colorectal cancer cells comes from experimental studies with, as yet, limited application in clinical practice. In this article, we review the current advances in the understanding of the molecular behaviour of CRCLM and present possible future therapeutic applications. This review focuses on three important steps in CRCLM development, progression and treatment: (1) the dissemination of malignant cells from primary tumours and the seeding to metastatic sites; (2) the response to modern regimens of chemotherapy; and (3) the possibility of predicting early progression and recurrence patterns by molecular analysis in liquid biopsy.
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Damato A, Rotolo M, Caputo F, Borghi E, Iachetta F, Pinto C. New Potential Immune Biomarkers in the Era of Precision Medicine: Lights and Shadows in Colorectal Cancer. Life (Basel) 2022; 12:1137. [PMID: 36013315 PMCID: PMC9410155 DOI: 10.3390/life12081137] [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: 07/02/2022] [Revised: 07/21/2022] [Accepted: 07/26/2022] [Indexed: 11/16/2022] Open
Abstract
Genetic alterations in CRC have shown a negative predictive and prognostic role in specific target therapies. The onset of immunotherapy has also undergone remarkable therapeutic innovation, although limited to a small subgroup of patients, the MSI-H/dMMR, which represents only 5% of CRC. Research is moving forward to identify whether other biomarkers can predict response to ICIs, despite various limitations regarding expression and identification methods. For this purpose, TMB, LAG3, and PD-L1 expression have been retrospectively evaluated in several solid tumors establishing the rationale to design clinical trials with concurrent inhibition of LAG3 and PD-1 results in a significant advantage in PFS and OS in advanced melanoma patients. Based on these data, there are clinical trials ongoing in the CRC as well. This review aims to highlight what is already known about genetic mutations and genomic alterations in CRC, their inhibition with targeted therapies and immune checkpoints inhibitors, and new findings useful to future treatment strategies.
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Affiliation(s)
- Angela Damato
- Medical Oncology, Comprehensive Cancer Center, Azienda USL-IRCCS Reggio Emilia, 42122 Reggio Emilia, Italy; (M.R.); (F.C.); (E.B.); (F.I.); (C.P.)
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Ros J, Baraibar I, Martini G, Salvà F, Saoudi N, Cuadra-Urteaga JL, Dienstmann R, Tabernero J, Élez E. The Evolving Role of Consensus Molecular Subtypes: a Step Beyond Inpatient Selection for Treatment of Colorectal Cancer. Curr Treat Options Oncol 2021; 22:113. [PMID: 34741675 DOI: 10.1007/s11864-021-00913-5] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/03/2021] [Indexed: 12/24/2022]
Abstract
OPINION STATEMENT The heterogenous nature of colorectal cancer (CRC) renders it a major clinical challenge. Increasing genomic understanding of CRC has improved our knowledge of this heterogeneity and the main cancer drivers, with significant improvements in clinical outcomes. Comprehensive molecular characterization has allowed clinicians a more precise range of treatment options based on biomarker selection. Furthermore, this deep molecular understanding likely extends therapeutic options to a larger number of patients. The biological associations of consensus molecular subtypes (CMS) with clinical outcomes in localized CRC have been validated in retrospective clinical trials. The prognostic role of CMS has also been confirmed in the metastatic setting, with CMS2 having the best prognosis, whereas CMS1 tumors are associated with a higher risk of progression and death after chemotherapy. Similarly, according to mesenchymal features and immunosuppressive molecules, CMS1 responds to immunotherapy, whereas CMS4 has a poorer prognosis, suggesting that a CMS1 signature could identify patients who may benefit from immune checkpoint inhibitors regardless of microsatellite instability (MSI) status. The main goal of these comprehensive analyses is to switch from "one marker-one drug" to "multi-marker drug combinations" allowing oncologists to give "the right drug to the right patient." Despite the revealing data from transcriptomic analyses, the high rate of intra-tumoral heterogeneity across the different CMS subgroups limits its incorporation as a predictive biomarker. In clinical practice, when feasible, comprehensive genomic tests should be performed to identify potentially targetable alterations, particularly in RAS/BRAF wild-type, MSI, and right-sided tumors. Furthermore, CMS has not only been associated with clinical outcomes and specific tumor and patient phenotypes but also with specific microbiome patterns. Future steps will include the integration of clinical features, genomics, transcriptomics, and microbiota to select the most accurate biomarkers to identify optimal treatments, improving individual clinical outcomes. In summary, CMS is context specific, identifies a level of heterogeneity beyond standard genomic biomarkers, and offers a means of maximizing personalized therapy.
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Affiliation(s)
- Javier Ros
- Medical Oncology, Vall d'Hebron University Hospital and Vall D'Hebron Institute of Oncology (VHIO), Barcelona, Spain. .,Department of Precision Medicine, Medical Oncology, Università Degli Studi Della Campania Luigi Vanvitelli, Naples, Campania, Italy.
| | - Iosune Baraibar
- Medical Oncology, Vall d'Hebron University Hospital and Vall D'Hebron Institute of Oncology (VHIO), Barcelona, Spain
| | - Giulia Martini
- Department of Precision Medicine, Medical Oncology, Università Degli Studi Della Campania Luigi Vanvitelli, Naples, Campania, Italy
| | - Francesc Salvà
- Medical Oncology, Vall d'Hebron University Hospital and Vall D'Hebron Institute of Oncology (VHIO), Barcelona, Spain
| | - Nadia Saoudi
- Medical Oncology, Vall d'Hebron University Hospital and Vall D'Hebron Institute of Oncology (VHIO), Barcelona, Spain
| | | | - Rodrigo Dienstmann
- Oncology Data Science (ODysSey) Group, Vall D'Hebron Institute of Oncology (VHIO), Hospital Universitari Vall D'Hebron, Vall D'Hebron Barcelona Hospital Campus (Spain), Barcelona, Spain
| | - Josep Tabernero
- Medical Oncology, Vall d'Hebron University Hospital and Vall D'Hebron Institute of Oncology (VHIO), Barcelona, Spain.,IOB, Barcelona, Spain.,UVic-UCC, Vic, Spain
| | - Elena Élez
- Medical Oncology, Vall d'Hebron University Hospital and Vall D'Hebron Institute of Oncology (VHIO), Barcelona, Spain
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Fassan M, Scarpa A, Remo A, De Maglio G, Troncone G, Marchetti A, Doglioni C, Ingravallo G, Perrone G, Parente P, Luchini C, Mastracci L. Current prognostic and predictive biomarkers for gastrointestinal tumors in clinical practice. Pathologica 2021; 112:248-259. [PMID: 33179625 PMCID: PMC7931577 DOI: 10.32074/1591-951x-158] [Citation(s) in RCA: 32] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2020] [Accepted: 06/24/2020] [Indexed: 12/12/2022] Open
Abstract
The pathologist emerged in the personalized medicine era as a central actor in the definition of the most adequate diagnostic and therapeutic algorithms. In the last decade, gastrointestinal oncology has seen a significantly increased clinical request for the integration of novel prognostic and predictive biomarkers in histopathological reports. This request couples with the significant contraction of invasive sampling of the disease, thus conferring to the pathologist the role of governor for both proper pathologic characterization and customized processing of the biospecimens. This overview will focus on the most commonly adopted immunohistochemical and molecular biomarkers in the routine clinical characterization of gastrointestinal neoplasms referring to the most recent published recommendations, guidelines and expert opinions.
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Affiliation(s)
- Matteo Fassan
- Surgical Pathology Unit, Department of Medicine (DIMED), University of Padua, Italy
| | - Aldo Scarpa
- ARC-NET Research Centre, University of Verona, Italy.,Department of Diagnostics and Public Health, Section of Pathology, University and Hospital Trust of Verona, Verona, Italy
| | - Andrea Remo
- Pathology Unit, Service Department, ULSS9 "Scaligera", Verona, Italy
| | | | - Giancarlo Troncone
- Department of Public Health, Federico II University Medical School Naples, Italy
| | - Antonio Marchetti
- Center of Predictive Molecular Medicine, Center for Excellence on Aging and Translational Medicine, University of Chieti-Pescara, Italy
| | - Claudio Doglioni
- Vita e Salute University, Milan, Italy.,Pathology Unit, Pancreas Translational and Clinical Research Center, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Giuseppe Ingravallo
- Department of Emergency and Organ Transplantation, Section of Pathological Anatomy, University of Bari Aldo Moro, Bari, Italy
| | - Giuseppe Perrone
- Department of Pathology, Campus Bio-Medico University, Rome, Italy
| | - Paola Parente
- Pathology Unit, Fondazione IRCCS Ospedale Casa Sollievo della Sofferenza, San Giovanni Rotondo (FG), Italy
| | - Claudio Luchini
- Department of Diagnostics and Public Health, Section of Pathology, University and Hospital Trust of Verona, Verona, Italy
| | - Luca Mastracci
- Anatomic Pathology, San Martino IRCCS Hospital,, Genova, Italy.,Anatomic Pathology, Department of Surgical Sciences and Integrated Diagnostics (DISC), University of Genova, Genova, Italy
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da Silva WC, Godman B, de Assis Acúrcio F, Cherchiglia ML, Martin A, Maruszczyk K, Izidoro JB, Portella MA, Lana AP, Campos Neto OH, Andrade EIG. The Budget Impact of Monoclonal Antibodies Used to Treat Metastatic Colorectal Cancer in Minas Gerais, Brazil. APPLIED HEALTH ECONOMICS AND HEALTH POLICY 2021; 19:557-577. [PMID: 33506317 DOI: 10.1007/s40258-020-00626-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 11/23/2020] [Indexed: 06/12/2023]
Abstract
INTRODUCTION Biological medicines have increased the cost of cancer treatments, which also raises concerns about sustainability. In Brazil, three monoclonal antibodies (mAbs)-bevacizumab, cetuximab, and panitumumab-are indicated for the treatment of metastatic colorectal cancer (mCRC) but not currently funded by the Unified Health System (SUS). However, successful litigation has led to funding in some cases. OBJECTIVE Our objective was to evaluate the budgetary impact of including the mAbs bevacizumab, cetuximab, and panitumumab in standard chemotherapy for the treatment of mCRC within the SUS of Minas Gerais (MG), Brazil. METHOD A budget impact analysis of incorporating mAbs as first-line treatment of mCRC in MG was explored. The perspective taken was that of the Brazilian SUS, and a 5-year time horizon was applied. Data were collected from lawsuits undertaken between January 2009 and December 2016, and the model was populated with data from national databases and published sources. Costs are expressed in $US. RESULTS In total, 351 lawsuits resulted in funding for first-line treatment with mAbs for mCRC. The three alternative scenarios analyzed resulted in cost increases of 348-395% compared with the reference scenario. The use of panitumumab had a budgetary impact of $US103,360,980 compared with the reference scenario over a 5-year time horizon, and bevacizumab and cetuximab had budgetary impacts of $US111,334,890 and 113,772,870, respectively. The use of the anti-epidermal growth factor receptor (EGFR) mAbs (cetuximab and panitumumab) is restricted to the approximately 41% of patients with KRAS mutations, so the best cost alternative for incorporation would be the combination of panitumumab and bevacizumab, with a cost of approximately $US106 million. CONCLUSION These results highlight the appreciable costs for incorporating bevacizumab, cetuximab, and panitumumab into the SUS. Appreciable discounts are likely to be necessary before incorporation of these mAbs is approved.
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Affiliation(s)
- Wânia Cristina da Silva
- Postgraduate Program in Medicines and Pharmaceutical Services, School of Pharmacy, Federal University of Minas Gerais, Belo Horizonte, Brazil.
| | - Brian Godman
- Strathclyde Institute of Pharmacy and Biomedical Sciences, University of Strathclyde, Glasgow, UK
- Division of Clinical Pharmacology, Department of Laboratory Medicine, Karolinska Institute, Karolinska University Hospital Huddinge, Stockholm, Sweden
- Health Economics Centre, University of Liverpool Management School, Liverpool, UK
- Division of Public Health Pharmacy and Management, School of Pharmacy, Sefako Makgatho Health Sciences University, Pretoria, South Africa
| | - Francisco de Assis Acúrcio
- Postgraduate Program in Medicines and Pharmaceutical Services, School of Pharmacy, Federal University of Minas Gerais, Belo Horizonte, Brazil
- Postgraduate Program in Public Health, School of Medicine, Federal University of Minas Gerais (UFMG), Belo Horizonte, Brazil
| | - Mariângela Leal Cherchiglia
- Postgraduate Program in Medicines and Pharmaceutical Services, School of Pharmacy, Federal University of Minas Gerais, Belo Horizonte, Brazil
- Postgraduate Program in Public Health, School of Medicine, Federal University of Minas Gerais (UFMG), Belo Horizonte, Brazil
| | - Antony Martin
- Health Economics Centre, University of Liverpool Management School, Liverpool, UK
| | | | - Jans Bastos Izidoro
- Divisão de Medicamentos Essenciais, Departamento de Assistência Farmacêutica, Secretaria de Estado de Saúde de Minas Gerais, Belo Horizonte, Brazil
| | | | - Agner Pereira Lana
- Postgraduate Program in Public Health, School of Medicine, Federal University of Minas Gerais (UFMG), Belo Horizonte, Brazil
| | | | - Eli Iola Gurgel Andrade
- Postgraduate Program in Medicines and Pharmaceutical Services, School of Pharmacy, Federal University of Minas Gerais, Belo Horizonte, Brazil
- Postgraduate Program in Public Health, School of Medicine, Federal University of Minas Gerais (UFMG), Belo Horizonte, Brazil
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Mollaei M, Hassan ZM, Khorshidi F, Langroudi L. Chemotherapeutic drugs: Cell death- and resistance-related signaling pathways. Are they really as smart as the tumor cells? Transl Oncol 2021; 14:101056. [PMID: 33684837 PMCID: PMC7938256 DOI: 10.1016/j.tranon.2021.101056] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2020] [Revised: 02/05/2021] [Accepted: 02/22/2021] [Indexed: 02/07/2023] Open
Abstract
Chemotherapeutic drugs kill cancer cells or control their progression all over the patient's body, while radiation- and surgery-based treatments perform in a particular site. Based on their mechanisms of action, they are classified into different groups, including alkylating substrates, antimetabolite agents, anti-tumor antibiotics, inhibitors of topoisomerase I and II, mitotic inhibitors, and finally, corticosteroids. Although chemotherapeutic drugs have brought about more life expectancy, two major and severe complications during chemotherapy are chemoresistance and tumor relapse. Therefore, we aimed to review the underlying intracellular signaling pathways involved in cell death and resistance in different chemotherapeutic drug families to clarify the shortcomings in the conventional single chemotherapy applications. Moreover, we have summarized the current combination chemotherapy applications, including numerous combined-, and encapsulated-combined-chemotherapeutic drugs. We further discussed the possibilities and applications of precision medicine, machine learning, next-generation sequencing (NGS), and whole-exome sequencing (WES) in promoting cancer immunotherapies. Finally, some of the recent clinical trials concerning the application of immunotherapies and combination chemotherapies were included as well, in order to provide a practical perspective toward the future of therapies in cancer cases.
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Affiliation(s)
- Mojtaba Mollaei
- Department of Immunology, School of Medicine, Tarbiat Modares University, Tehran, Iran.
| | | | - Fatemeh Khorshidi
- Department of Immunology, School of Medicine, Tarbiat Modares University, Tehran, Iran; Department of Immunology, Pasteur Institute of Iran, Tehran, Iran
| | - Ladan Langroudi
- Department of Immunology, School of Medicine, Kerman University of Medical Sciences, Kerman, Iran
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10
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Dercle L, Lu L, Schwartz LH, Qian M, Tejpar S, Eggleton P, Zhao B, Piessevaux H. Radiomics Response Signature for Identification of Metastatic Colorectal Cancer Sensitive to Therapies Targeting EGFR Pathway. J Natl Cancer Inst 2021; 112:902-912. [PMID: 32016387 DOI: 10.1093/jnci/djaa017] [Citation(s) in RCA: 82] [Impact Index Per Article: 27.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2019] [Revised: 11/05/2019] [Accepted: 01/24/2020] [Indexed: 12/17/2022] Open
Abstract
BACKGROUND The authors sought to forecast survival and enhance treatment decisions for patients with liver metastatic colorectal cancer by using on-treatment radiomics signature to predict tumor sensitiveness to irinotecan, 5-fluorouracil, and leucovorin (FOLFIRI) alone (F) or in combination with cetuximab (FC). METHODS We retrospectively analyzed 667 metastatic colorectal cancer patients treated with F or FC. Computed tomography quality was classified as high (HQ) or standard (SD). Four datasets were created using the nomenclature (treatment) - (quality). Patients were randomly assigned (2:1) to training or validation sets: FCHQ: 78:38, FCSD: 124:62, FHQ: 78:51, FSD: 158:78. Four tumor-imaging biomarkers measured quantitative radiomics changes between standard of care computed tomography scans at baseline and 8 weeks. Using machine learning, the performance of the signature to classify tumors as treatment sensitive or treatment insensitive was trained and validated using receiver operating characteristic (ROC) curves. Hazard ratio and Cox regression models evaluated association with overall survival (OS). RESULTS The signature (area under the ROC curve [95% confidence interval (CI)]) used temporal decrease in tumor spatial heterogeneity plus boundary infiltration to successfully predict sensitivity to antiepidermal growth factor receptor therapy (FCHQ: 0.80 [95% CI = 0.69 to 0.94], FCSD: 0.72 [95% CI = 0.59 to 0.83]) but failed with chemotherapy (FHQ: 0.59 [95% CI = 0.44 to 0.72], FSD: 0.55 [95% CI = 0.43 to 0.66]). In cetuximab-containing sets, radiomics signature outperformed existing biomarkers (KRAS-mutational status, and tumor shrinkage by RECIST 1.1) for detection of treatment sensitivity and was strongly associated with OS (two-sided P < .005). CONCLUSIONS Radiomics response signature can serve as an intermediate surrogate marker of OS. The signature outperformed known biomarkers in providing an early prediction of treatment sensitivity and could be used to guide cetuximab treatment continuation decisions.
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Affiliation(s)
- Laurent Dercle
- Department of Radiology, New York Presbyterian Hospital, Columbia University Medical Center, New York, NY, USA.,Gustave Roussy, Université Paris-Saclay, Villejuif, France
| | - Lin Lu
- Department of Radiology, New York Presbyterian Hospital, Columbia University Medical Center, New York, NY, USA
| | - Lawrence H Schwartz
- Department of Radiology, New York Presbyterian Hospital, Columbia University Medical Center, New York, NY, USA
| | - Min Qian
- Department of Biostatistics, Columbia University Medical Center, New York, NY, USA
| | - Sabine Tejpar
- Molecular Digestive Oncology, University Hospitals Leuven and KU Leuven, Leuven, Belgium
| | | | - Binsheng Zhao
- Department of Radiology, New York Presbyterian Hospital, Columbia University Medical Center, New York, NY, USA
| | - Hubert Piessevaux
- Department of Hepato-Gastroenterology, Cliniques Universitaires Saint-Luc, UCLouvain Brussels, Brussels, Belgium
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11
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Badic B, Tixier F, Cheze Le Rest C, Hatt M, Visvikis D. Radiogenomics in Colorectal Cancer. Cancers (Basel) 2021; 13:cancers13050973. [PMID: 33652647 PMCID: PMC7956421 DOI: 10.3390/cancers13050973] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2021] [Revised: 02/07/2021] [Accepted: 02/20/2021] [Indexed: 12/12/2022] Open
Abstract
Simple Summary Colorectal carcinoma is characterized by intratumoral heterogeneity that can be assessed by radiogenomics. Radiomics, high-throughput quantitative data extracted from medical imaging, combined with molecular analysis, through genomic and transcriptomic data, is expected to lead to significant advances in personalized medicine. However, a radiogenomics approach in colorectal cancer is still in its early stages and many problems remain to be solved. Here we review the progress and challenges in this field at its current stage, as well as future developments. Abstract The steady improvement of high-throughput technologies greatly facilitates the implementation of personalized precision medicine. Characterization of tumor heterogeneity through image-derived features—radiomics and genetic profile modifications—genomics, is a rapidly evolving field known as radiogenomics. Various radiogenomics studies have been dedicated to colorectal cancer so far, highlighting the potential of these approaches to enhance clinical decision-making. In this review, a general outline of colorectal radiogenomics literature is provided, discussing the current limitations and suggested further developments.
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Affiliation(s)
- Bogdan Badic
- National Institute of Health and Medical Research, LaTIM—Laboratory of Medical Information Processing (INSERM LaTIM), UMR 1101, Université Bretagne Occidentale, 29238 Brest, France; (F.T.); (C.C.L.R.); (M.H.); (D.V.)
- Correspondence: ; Tel.: +33-298-347-215
| | - Florent Tixier
- National Institute of Health and Medical Research, LaTIM—Laboratory of Medical Information Processing (INSERM LaTIM), UMR 1101, Université Bretagne Occidentale, 29238 Brest, France; (F.T.); (C.C.L.R.); (M.H.); (D.V.)
| | - Catherine Cheze Le Rest
- National Institute of Health and Medical Research, LaTIM—Laboratory of Medical Information Processing (INSERM LaTIM), UMR 1101, Université Bretagne Occidentale, 29238 Brest, France; (F.T.); (C.C.L.R.); (M.H.); (D.V.)
- Department of Nuclear Medicine, University Hospital of Poitiers, 86021 Poitiers, France
| | - Mathieu Hatt
- National Institute of Health and Medical Research, LaTIM—Laboratory of Medical Information Processing (INSERM LaTIM), UMR 1101, Université Bretagne Occidentale, 29238 Brest, France; (F.T.); (C.C.L.R.); (M.H.); (D.V.)
| | - Dimitris Visvikis
- National Institute of Health and Medical Research, LaTIM—Laboratory of Medical Information Processing (INSERM LaTIM), UMR 1101, Université Bretagne Occidentale, 29238 Brest, France; (F.T.); (C.C.L.R.); (M.H.); (D.V.)
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12
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Arici S, Hamdard J, Sakin A, Sengiz Erhan S, Atci MM, Cekin R, Saka B, Köse E, Saydam T, Geredeli C, Cihan S, Bilici A. The conversion of RAS status in metastatic colorectal cancer patients after first-line biological agent treatment. Colorectal Dis 2021; 23:206-212. [PMID: 33002301 DOI: 10.1111/codi.15389] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/29/2020] [Revised: 08/25/2020] [Accepted: 09/22/2020] [Indexed: 02/08/2023]
Abstract
AIM The aim was to investigate the RAS discordance between initial and recurrent metastasectomy specimens in metastatic colorectal cancer (mCRC) patients treated with chemotherapy (CT) plus biological agents in a first-line setting. METHODS Patients who had been treated with CT plus bevacizumab or cetuximab or panitumumab followed by R0 resection for potentially resectable colorectal cancer liver metastases were scanned. Among these, patients who developed resectable new metastases after a disease-free interval longer than 6 months were included in the study. We compared the RAS mutation status between the first biopsy and the second metastasectomy specimen. RESULTS A total of 82 mCRC patients treated with CT plus biological agents in a first-line setting were included in the study. The first biopsy assessment showed wild-type RAS tumours in 39 (47.6%) patients and mutant RAS tumours in 43 (52.4%) patients. The mean time for new operable liver metastasis after R0 resection was 15.5 months. In the second metastasectomy specimens, the numbers of wild-type and mutant RAS tumours were 30 (36.6%) and 52 (63.4%), respectively. The comparison with the first biopsy specimens showed RAS status conversions in 17 (20.7%) patients. Univariate comparison between patients with and without RAS status conversion revealed that grade, pathological T stage, wild-type RAS tumour and longer biological agent use time in the first-line treatment were significant factors for RAS conversion. CONCLUSION Our results suggest that re-biopsy is needed for an optimal second-line treatment decision in mCRC patients regardless of backbone biological agent, especially in patients with wild-type RAS mCRC.
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Affiliation(s)
- Serdar Arici
- Department of Medical Oncology, University of Health Sciences, Okmeydani Training and Research Hospital, Istanbul, Turkey
| | - Jamshid Hamdard
- Department of Medical Oncology, Faculty of Medicine, Medipol University, Istanbul, Turkey
| | - Abdullah Sakin
- Department of Medical Oncology, Yuzuncu Yil University Medical School, Van, Turkey
| | - Selma Sengiz Erhan
- Department of Pathology, University of Health Sciences, Okmeydani Training and Research Hospital, Istanbul, Turkey
| | - Muhammed Mustafa Atci
- Department of Medical Oncology, University of Health Sciences, Okmeydani Training and Research Hospital, Istanbul, Turkey
| | - Ruhper Cekin
- Department of Medical Oncology, University of Health Sciences, Okmeydani Training and Research Hospital, Istanbul, Turkey
| | - Burcu Saka
- Department of Pathology, Faculty of Medicine, Medipol University, Istanbul, Turkey
| | - Emin Köse
- Department of Surgery, University of Health Sciences, Okmeydani Training and Research Hospital, Istanbul, Turkey
| | - Tuba Saydam
- Department of Surgery, University of Health Sciences, Okmeydani Training and Research Hospital, Istanbul, Turkey
| | - Caglayan Geredeli
- Department of Medical Oncology, University of Health Sciences, Okmeydani Training and Research Hospital, Istanbul, Turkey
| | - Sener Cihan
- Department of Medical Oncology, University of Health Sciences, Okmeydani Training and Research Hospital, Istanbul, Turkey
| | - Ahmet Bilici
- Department of Medical Oncology, Faculty of Medicine, Medipol University, Istanbul, Turkey
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13
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Popovic M, Talarico O, van den Hoff J, Kunin H, Zhang Z, Lafontaine D, Dogan S, Leung J, Kaye E, Czmielewski C, Mayerhoefer ME, Zanzonico P, Yaeger R, Schöder H, Humm JL, Solomon SB, Sofocleous CT, Kirov AS. KRAS mutation effects on the 2-[18F]FDG PET uptake of colorectal adenocarcinoma metastases in the liver. EJNMMI Res 2020; 10:142. [PMID: 33226505 PMCID: PMC7683631 DOI: 10.1186/s13550-020-00707-0] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2020] [Accepted: 09/21/2020] [Indexed: 12/14/2022] Open
Abstract
Background Deriving individual tumor genomic characteristics from patient imaging analysis is desirable. We explore the predictive value of 2-[18F]FDG uptake with regard to the KRAS mutational status of colorectal adenocarcinoma liver metastases (CLM). Methods 2-[18F]FDG PET/CT images, surgical pathology and molecular diagnostic reports of 37 patients who underwent PET/CT-guided biopsy of CLM were reviewed under an IRB-approved retrospective research protocol. Sixty CLM in 39 interventional PET scans of the 37 patients were segmented using two different auto-segmentation tools implemented in different commercially available software packages. PET standard uptake values (SUV) were corrected for: (1) partial volume effect (PVE) using cold wall-corrected contrast recovery coefficients derived from phantom spheres with variable diameter and (2) variability of arterial tracer supply and variability of uptake time after injection until start of PET scan derived from the tumor-to-blood standard uptake ratio (SUR) approach. The correlations between the KRAS mutational status and the mean, peak and maximum SUV were investigated using Student’s t test, Wilcoxon rank sum test with continuity correction, logistic regression and receiver operation characteristic (ROC) analysis.
These correlation analyses were also performed for the ratios of the mean, peak and maximum tumor uptake to the mean blood activity concentration at the time of scan: SURMEAN, SURPEAK and SURMAX, respectively. Results Fifteen patients harbored KRAS missense mutations (KRAS+), while another 3 harbored KRAS gene amplification. For 31 lesions, the mutational status was derived from the PET/CT-guided biopsy. The Student’s t test p values for separating KRAS mutant cases decreased after applying PVE correction to all uptake metrics of each lesion and when applying correction for uptake time variability to the SUR metrics. The observed correlations were strongest when both corrections were applied to SURMAX and when the patients harboring gene amplification were grouped with the wild type: p ≤ 0.001; ROC area under the curve = 0.77 and 0.75 for the two different segmentations, respectively, with a mean specificity of 0.69 and sensitivity of 0.85. Conclusion The correlations observed after applying the described corrections show potential for assigning probabilities for the KRAS missense mutation status in CLM using 2-[18F]FDG PET images.
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Affiliation(s)
- M Popovic
- Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY, 10065, USA.,Cornell University, Ithaca, NY, 14850, USA
| | - O Talarico
- Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY, 10065, USA.,Vassar Brothers Medical Center, Poughkeepsie, NY, 12601, USA.,Lebedev Physical Institute RAS, Moscow, Russia, 119991
| | - J van den Hoff
- Institute of Radiopharmaceutical Cancer Research, Helmholtz-Zentrum Dresden-Rossendorf, 01328, Dresden, Germany
| | - H Kunin
- Department of Radiology, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY, 10065, USA
| | - Z Zhang
- Department of Epidemiology & Biostatistics, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY, 10065, USA
| | - D Lafontaine
- Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY, 10065, USA
| | - S Dogan
- Department of Pathology, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY, 10065, USA
| | - J Leung
- Technology Division, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY, 10065, USA
| | - E Kaye
- Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY, 10065, USA
| | - C Czmielewski
- Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY, 10065, USA
| | - M E Mayerhoefer
- Department of Radiology, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY, 10065, USA
| | - P Zanzonico
- Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY, 10065, USA
| | - R Yaeger
- Department of Medicine, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY, 10065, USA
| | - H Schöder
- Department of Radiology, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY, 10065, USA
| | - J L Humm
- Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY, 10065, USA
| | - S B Solomon
- Department of Radiology, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY, 10065, USA
| | - C T Sofocleous
- Department of Radiology, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY, 10065, USA
| | - A S Kirov
- Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY, 10065, USA.
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14
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Jiffry J, Thavornwatanayong T, Rao D, Fogel EJ, Saytoo D, Nahata R, Guzik H, Chaudhary I, Augustine T, Goel S, Maitra R. Oncolytic Reovirus (pelareorep) Induces Autophagy in KRAS-mutated Colorectal Cancer. Clin Cancer Res 2020; 27:865-876. [PMID: 33168658 DOI: 10.1158/1078-0432.ccr-20-2385] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2020] [Revised: 09/22/2020] [Accepted: 11/04/2020] [Indexed: 12/19/2022]
Abstract
PURPOSE To explore the effects of pelareorep on autophagy in multiple models of colorectal cancer, including patient-derived peripheral blood mononuclear cells (PBMCs). EXPERIMENTAL DESIGN HCT116 [KRAS mutant (mut)] and Hke3 [KRAS wild-type (WT)] cells were treated with pelareorep (multiplicity of infection, 5) and harvested at 6 and 9 hours. LC3 A/B expression was determined by immunofluorescence and flow cytometry; five autophagic proteins were analyzed by Western blotting. The expression of 88 autophagy genes was determined by qRT-PCR. Syngeneic mouse models, CT26/Balb-C (KRAS mut) and MC38/C57B6 (KRAS WT), were developed and treated with pelareorep (10 × 106 plaque-forming unit/day) intraperitoneally. Protein and RNA were extracted from harvested tumor tissues. PBMCs from five experimental and three control patients were sampled at 0 (pre) and 48 hours, and on days 8 and 15. The gene expression normalized to "pre" was determined using 2-ΔΔC t method. RESULTS Pelareorep induced significant upregulation of LC3 A/B in HCT116 as compared with Hke3 cells by immunofluorescence (3.24 × and 8.67 ×), flow cytometry (2.37 × and 2.58 ×), and autophagosome formation (2.02 × and 1.57 ×), at 6 and 9 hours, respectively; all P < 0.05. Western blot analysis showed an increase in LC3 A/B (2.38 × and 6.82 ×) and Beclin1 (1.17 × and 1.24 ×) at 6 and 9 hours, ATG5 (2.4 ×) and P-62 (1.52 ×) at 6 hours, and VPS-34 (1.39 ×) at 9 hours (all P < 0.05). Induction of 13 transcripts in cell lines (>4 ×; 6 and 9 hours; P < 0.05), 12 transcripts in CT26 (qRT-PCR), and 14 transcripts in human PBMCs (P < 0.05) was observed. LC3 A/B, RICTOR, and RASD1 expression was upregulated in all three model systems. CONCLUSIONS Pelareorep hijacks host autophagic machinery in KRAS-mut conditions to augment its propagation and preferential oncolysis of the cancer cells.
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Affiliation(s)
| | | | - Devika Rao
- Montefiore Medical Center, Bronx, New York
| | - Elisha J Fogel
- Department of Biology, Yeshiva University, New York, New York
| | | | | | - Hillary Guzik
- Albert Einstein College of Medicine, Bronx, New York
| | | | | | - Sanjay Goel
- Albert Einstein College of Medicine, Bronx, New York. .,Montefiore Medical Center, Bronx, New York
| | - Radhashree Maitra
- Albert Einstein College of Medicine, Bronx, New York. .,Montefiore Medical Center, Bronx, New York.,Department of Biology, Yeshiva University, New York, New York
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15
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Chong LC, Hardingham JE, Townsend AR, Piantadosi C, Rico GT, Karapetis C, Padbury R, Maddern G, Roy A, Price TJ. Rechallenge with Anti-EGFR Therapy in Metastatic Colorectal Cancer (mCRC): Results from South Australia mCRC Registry. Target Oncol 2020; 15:751-757. [PMID: 33068283 DOI: 10.1007/s11523-020-00760-8] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
Abstract
BACKGROUND Anti-epidermal growth factor receptor (EGFR) monoclonal antibodies (cetuximab or panitumumab) are today increasingly used in the first- or second-line setting for RAS wild-type metastatic colorectal cancer (CRC) patients. Following progression beyond third- or fourth-line therapy, some patients are unsuitable for further chemotherapy because of poor performance status or patient choice. However, a significant number of patients are still candidates for further therapy despite limited standard options being available. The role of rechallenge with anti-EGFR therapy, particularly in patients who had previously responded, is often considered, but there is limited evidence in the literature to support such a strategy. OBJECTIVE This retrospective study aims to review the outcome of metastatic CRC patients who had anti-EGFR rechallenge. PATIENTS AND METHODS Patients who had been rechallenged with anti-EGFR therapy were identified from the South Australian metastatic CRC database. Patient characteristics were recorded and tumor response was retrospectively assessed using Response Evaluation Criteria in Solid Tumors (RECIST). Kaplan-Meier analysis was used to assess progression free survival (PFS) for each rechallenge and overall survival (OS). RESULTS Twenty-two patients were eligible for inclusion in this analysis. Disease control rate (stable disease and partial response) was 45.4% (ten patients) for patients who received rechallenge anti-EGFR. Seven patients received a second rechallenge and disease control rate was 28.6% (two patients). The median interval time between initial anti-EGFR therapy and rechallenge was 13.5 months. The median PFS after rechallenge 1 was 4.1 months and after rechallenge 2 was 3.5 months. The median OS was 7.7 months from date of rechallenge. CONCLUSIONS Anti-EGFR rechallenge provides clinical benefit in patients with RAS wild-type metastatic CRC.
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Affiliation(s)
- Li Chia Chong
- Department of Medical Oncology, The Queen Elizabeth Hospital, Adelaide, SA, Australia
| | - Jennifer E Hardingham
- Department of Medical Oncology, The Queen Elizabeth Hospital, Adelaide, SA, Australia.,Adelaide Medical School, University of Adelaide, Adelaide, SA, Australia
| | - Amanda R Townsend
- Department of Medical Oncology, The Queen Elizabeth Hospital, Adelaide, SA, Australia.,Adelaide Medical School, University of Adelaide, Adelaide, SA, Australia
| | - Cynthia Piantadosi
- Department of Surgery, Flinders Medical Centre, Bedford Park, SA, Australia
| | - Gonzalo Tapia Rico
- Department of Medical Oncology, The Queen Elizabeth Hospital, Adelaide, SA, Australia
| | - Chris Karapetis
- Department of Medical Oncology, Flinders Medical Centre and Flinders University, Adelaide, SA, Australia
| | - Rob Padbury
- Department of Surgery, Flinders Medical Centre, Bedford Park, SA, Australia
| | - Guy Maddern
- Department of Surgery, The Queen Elizabeth Hospital, Adelaide, SA, Australia
| | - Amitesh Roy
- Department of Medical Oncology, Flinders Medical Centre and Flinders University, Adelaide, SA, Australia
| | - Timothy J Price
- Department of Medical Oncology, The Queen Elizabeth Hospital, Adelaide, SA, Australia. .,Adelaide Medical School, University of Adelaide, Adelaide, SA, Australia. .,The Queen Elizabeth Hospital, TQEH Woodville Road, Woodville, SA, 5011, Australia.
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16
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Jo P, Bernhardt M, Nietert M, König A, Azizian A, Schirmer MA, Grade M, Kitz J, Reuter-Jessen K, Ghadimi M, Ströbel P, Schildhaus HU, Gaedcke J. KRAS mutation status concordance between the primary tumor and the corresponding metastasis in patients with rectal cancer. PLoS One 2020; 15:e0239806. [PMID: 33002027 PMCID: PMC7529221 DOI: 10.1371/journal.pone.0239806] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2020] [Accepted: 09/09/2020] [Indexed: 12/18/2022] Open
Abstract
INTRODUCTION Oncogenic mutation within the KRAS gene represents a negative predictor for treatment response to anti-epidermal growth factor receptor (EGFR) in patients with colorectal cancer. Recently, we have shown no relevant heterogeneity for KRAS mutation status within and between pre- and posttherapeutic samples from the primary tumor in patients with locally advanced rectal cancer. The aim of this study was to evaluate the intertumoral heterogeneity of KRAS mutation status between the primary tumor and the corresponding metastasis or local recurrence in the similar cohort and to evaluate the ideal representative tissue for KRAS mutation testing. MATERIALS AND METHODS KRAS mutation status was analyzed from 47 patients with locally advanced rectal cancer, which were enrolled in the CAO/ARO/AIO-94 or CAO/ARO/AIO-04 trial. Mutations in KRAS codons 12, 13, and 61 were analyzed by using the KRAS RGQ PCR Kit (therascreen® KRAS test). Six patients needed to be excluded due to incomplete follow up data. 11 patients showed a relapse of the disease during the follow up presented by distant metastases or local recurrence. DNA from representative areas of metastatic tissue was obtained from formalin-fixed paraffin-embedded specimens. RESULTS The mean patient age was 64.13 ± 10.64 years. In total, 19 patients showed a KRAS mutation (46.34%) in the primary tumor. Of the eleven patients with a metastatic disease or local recurrence, five patients showed a KRAS mutation whereas six patients had a KRAS wildtype status. Metastatic localizations included the liver (n = 2), lung (n = 4), local recurrence (n = 1), liver + lung (n = 3), lung + local recurrence (n = 1). For these eleven patients with paired data available for the primary tumor and metastatic tissue, a significant KRAS mutation status concordance was detected in 81.18% (9/11) of the patients (p = 0.03271). Only two patients showed intertumoral heterogeneity, which harbored in one patient a KRAS G12C mutation status in the primary tumor, but a G12V KRAS mutation status in the corresponding lung lesion, and in the other patient a G12A mutation in the primary lesion and a WT in the lung metastasis. CONCLUSIONS We show a significant concordance of the KRAS mutation status between tumor samples obtained from the primary tumor and the corresponding metastasis and/ or local recurrence in patients with rectal cancer indicating no relevant intertumoral heterogeneity. Our data suggest that sampling either the primary (pre- or posttherapeutical tumor tissue) or metastatic lesion may be valid for the initial evaluation of KRAS mutation status predicting the response to anti-EGFR treatment and guiding clinical decisions.
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Affiliation(s)
- Peter Jo
- Department of General, Visceral and Pediatric Surgery, University Medical Center Goettingen, Goettingen, Germany
- * E-mail:
| | - Markus Bernhardt
- Department of General, Visceral and Pediatric Surgery, University Medical Center Goettingen, Goettingen, Germany
| | - Manuel Nietert
- Department of Medical Statistics, University Medical Center Goettingen, Goettingen, Germany
| | - Alexander König
- Department of Gastroenterology and Gastrointestinal Oncology, University Medical Center Goettingen, Goettingen, Germany
| | - Azadeh Azizian
- Department of General, Visceral and Pediatric Surgery, University Medical Center Goettingen, Goettingen, Germany
| | - Markus A. Schirmer
- Department of Radiotherapy and Radiation Oncology, University Medical Center Goettingen, Goettingen, Germany
| | - Marian Grade
- Department of General, Visceral and Pediatric Surgery, University Medical Center Goettingen, Goettingen, Germany
| | - Julia Kitz
- Department of Pathology, University Medical Center Goettingen, Goettingen, Germany
| | | | - Michael Ghadimi
- Department of General, Visceral and Pediatric Surgery, University Medical Center Goettingen, Goettingen, Germany
| | - Philipp Ströbel
- Department of Pathology, University Medical Center Goettingen, Goettingen, Germany
| | | | - Jochen Gaedcke
- Department of General, Visceral and Pediatric Surgery, University Medical Center Goettingen, Goettingen, Germany
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Affiliation(s)
- Juan Manuel O'Connor
- GI Clinical Oncology & GI Surgical Oncology, Instituto Alexander Fleming, Av Cramer 1180, Buenos Aires, C1426ANZ, Argentina
| | - Fernando Sanchez Loria
- GI Clinical Oncology & GI Surgical Oncology, Instituto Alexander Fleming, Av Cramer 1180, Buenos Aires, C1426ANZ, Argentina
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18
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Baraibar I, Ros J, Mulet N, Salvà F, Argilés G, Martini G, Cuadra JL, Sardo E, Ciardiello D, Tabernero J, Élez E. Incorporating traditional and emerging biomarkers in the clinical management of metastatic colorectal cancer: an update. Expert Rev Mol Diagn 2020; 20:653-664. [PMID: 32552041 DOI: 10.1080/14737159.2020.1782194] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
INTRODUCTION Molecular profiling has led to significantly longer survival in metastatic colorectal cancer (mCRC) patients. Clinical guidelines recommend testing for KRAS/NRAS, BRAF and MSI status, and new biomarkers such as HER2 amplification and NTRK fusions have emerged more recently in refractory CRC, supported by overwhelming clinical relevance. These biomarkers can guide treatment management to improve clinical outcomes in these patients. AREAS COVERED Preclinical and clinical data over the last decade were reviewed for known and novel biomarkers with clinical implications in refractory CRC. Molecular alterations are described for classic and novel biomarkers, and data for completed and ongoing studies with targeted and immunotherapies are presented. EXPERT OPINION Use of targeted therapies based on biomarker testing in CRC has enabled impressive improvements in clinical outcomes in refractory patients. BRAF, MSI, NRAS and KRAS should be tested upfront in all patients given their indisputable therapeutic implications. Other molecular alterations such as HER2 and NTRK are emerging. Testing for these alterations may further improve outcomes for refractory CRC patients. Nonetheless, many key aspects remain to be defined including the optimal timing and technique for testing, the most adequate panel, and whether all patients should be tested for all alterations.
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Affiliation(s)
- Iosune Baraibar
- Department of Medical Oncology, Vall d'Hebron University Hospital , Barcelona, Spain.,Department of Medical Oncology, Vall d'Hebron Institute of Oncology (VHIO) , Barcelona, Spain
| | - Javier Ros
- Department of Medical Oncology, Vall d'Hebron University Hospital , Barcelona, Spain.,Department of Medical Oncology, Vall d'Hebron Institute of Oncology (VHIO) , Barcelona, Spain
| | - Nuria Mulet
- Department of Medical Oncology, Vall d'Hebron Institute of Oncology (VHIO) , Barcelona, Spain.,Department of Medical Oncology, Institut Català D' oncologia-IDIBELL , Barcelona, Spain
| | - Francesc Salvà
- Department of Medical Oncology, Vall d'Hebron University Hospital , Barcelona, Spain.,Department of Medical Oncology, Vall d'Hebron Institute of Oncology (VHIO) , Barcelona, Spain
| | - Guillem Argilés
- Department of Medical Oncology, Vall d'Hebron University Hospital , Barcelona, Spain.,Department of Medical Oncology, Vall d'Hebron Institute of Oncology (VHIO) , Barcelona, Spain
| | - Giulia Martini
- Department of Medical Oncology, Vall d'Hebron Institute of Oncology (VHIO) , Barcelona, Spain.,Dipartimento di Medicina di Precisione, Università Degli Studi Della Campania Luigi Vanvitelli , Naples, Italy
| | | | - Emilia Sardo
- Department of Medical Oncology, Vall d'Hebron University Hospital , Barcelona, Spain
| | - Davide Ciardiello
- Department of Medical Oncology, Vall d'Hebron Institute of Oncology (VHIO) , Barcelona, Spain.,Dipartimento di Medicina di Precisione, Università Degli Studi Della Campania Luigi Vanvitelli , Naples, Italy
| | - Josep Tabernero
- Department of Medical Oncology, Vall d'Hebron University Hospital , Barcelona, Spain.,Department of Medical Oncology, Vall d'Hebron Institute of Oncology (VHIO) , Barcelona, Spain
| | - Elena Élez
- Department of Medical Oncology, Vall d'Hebron University Hospital , Barcelona, Spain.,Department of Medical Oncology, Vall d'Hebron Institute of Oncology (VHIO) , Barcelona, Spain
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19
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Lin MT, Zheng G, Tseng LH, Zhang P, Ling H, Azad N, Gocke CD, Montgomery E, Eshleman JR. Multiclonal colorectal cancers with divergent histomorphological features and RAS mutations: one cancer or separate cancers? Hum Pathol 2020; 98:120-128. [PMID: 32171651 DOI: 10.1016/j.humpath.2020.03.002] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/23/2020] [Revised: 03/04/2020] [Accepted: 03/05/2020] [Indexed: 02/05/2023]
Abstract
Detection of coexisting mutations within the same signal transduction pathway, which are expected to be mutually exclusive, raises a concern of laboratory errors. We have previously confirmed the presence of different RAS (KRAS and NRAS) mutations in the adenoma and/or adenocarcinoma subpopulations of colorectal cancers (CRCs). In this study, multiregional analyses by next-generation sequencing were conducted to elucidate the mechanisms underlying multiple RAS mutations seen in 5 CRC specimens. Multiregional analyses were initially conducted in a single tissue block originally submitted for mutational profiling. In 2 specimens, mutational status of the APC gene was not identical, indicating collisional adenoma and adenocarcinoma. In 3 specimens, the same APC mutation was present in different subpopulations with divergent RAS mutations, indicating a common clonal origin. Subsequent comprehensive multiregional analyses of additional adenoma and adenocarcinoma components revealed multiclonal CRCs with divergent histomorphological features and RAS mutations originating from a common APC-mutated founder lineage of adenoma, but from different RAS-mutated founder lineages of adenocarcinoma. These findings are consistent with the stepwise model of colorectal tumorigenesis along with parallel evolution, which affects RAS genes within the mitogen-activated protein kinase pathway and occurs during the progression from adenomas to adenocarcinomas. Evaluation of tumor subpopulations with divergent histomorphological features by pathologists may help identify multiclonal CRCs. Further studies are warranted to evaluate the incidence of multiclonality in CRCs and its impact on clinical outcomes. Perhaps, multiclonal CRCs originating from the same APC-mutated founder lineage of adenoma but from different RAS-mutated founder lineages of adenocarcinomas should be defined and managed as separate CRCs.
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Affiliation(s)
- Ming-Tseh Lin
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD, 21205, USA.
| | - Gang Zheng
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD, 21205, USA; Department of Pathology and Laboratory Medicine, Mayo Clinic, Rochester, MN, 55905, USA
| | - Li-Hui Tseng
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD, 21205, USA; Department of Medical Genetics, National Taiwan University Hospital, Taipei, 100, Taiwan
| | - Peng Zhang
- Center for Inherited Disease Research, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA
| | - Hua Ling
- Center for Inherited Disease Research, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA
| | - Nilo Azad
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, MD, 21205, USA
| | - Christopher D Gocke
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD, 21205, USA; Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, MD, 21205, USA
| | - Elizabeth Montgomery
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD, 21205, USA
| | - James R Eshleman
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD, 21205, USA; Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, MD, 21205, USA
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20
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Brunsell TH, Sveen A, Bjørnbeth BA, Røsok BI, Danielsen SA, Brudvik KW, Berg KCG, Johannessen B, Cengija V, Abildgaard A, Guren MG, Nesbakken A, Lothe RA. High Concordance and Negative Prognostic Impact of RAS/BRAF/PIK3CA Mutations in Multiple Resected Colorectal Liver Metastases. Clin Colorectal Cancer 2019; 19:e26-e47. [PMID: 31982351 DOI: 10.1016/j.clcc.2019.09.003] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2019] [Revised: 07/11/2019] [Accepted: 09/26/2019] [Indexed: 12/11/2022]
Abstract
BACKGROUND The prevalence and clinical implications of genetic heterogeneity in patients with multiple colorectal liver metastases remain largely unknown. In a prospective series of patients undergoing resection of colorectal liver metastases, the aim was to investigate the inter-metastatic and primary-to-metastatic heterogeneity of mutations in KRAS, NRAS, BRAF, and PIK3CA and their prognostic impact. PATIENTS AND METHODS We analyzed the mutation status among 372 liver metastases and 78 primary tumors from 106 patients by methods used in clinical routine testing, by Sanger sequencing, by next-generation sequencing (NGS), and/or by droplet digital polymerase chain reaction. The 3-year cancer-specific survival (CSS) was analyzed using the Kaplan-Meier method. RESULTS Although Sanger sequencing indicated inter-metastatic mutation heterogeneity in 14 of 97 patients (14%), almost all cases were refuted by high-sensitive NGS. Also, heterogeneity among metastatic deposits was concluded only for PIK3CA in 2 patients. Similarly, primary-to-metastatic heterogeneity was indicated in 8 of 78 patients (10%) using Sanger sequencing but for only 2 patients after NGS, showing the emergence of 1 KRAS and 1 PIK3CA mutation in the metastatic lesions. KRAS mutations were present in 53 of 106 patients (50%) and were associated with poorer 3-year CSS after liver resection (37% vs. 61% for KRAS wild-type; P = .004). Poor prognostic associations were found also for the combination of KRAS/NRAS/BRAF mutations compared with triple wild-type (P = .002). CONCLUSION Intra-patient mutation heterogeneity was virtually undetected, both between the primary tumor and the liver metastases and among the metastatic deposits. KRAS mutations separately, and KRAS/NRAS/BRAF mutations combined, were associated with poor patient survival after partial liver resection.
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Affiliation(s)
- Tuva Høst Brunsell
- Department of Molecular Oncology, Institute for Cancer Research, Oslo University Hospital, Norwegian Radium Hospital, Oslo, Norway; K. G. Jebsen Colorectal Cancer Research Centre, Oslo University Hospital, Norwegian Radium Hospital, Oslo, Norway; Institute for Clinical Medicine, University of Oslo, Oslo, Norway
| | - Anita Sveen
- Department of Molecular Oncology, Institute for Cancer Research, Oslo University Hospital, Norwegian Radium Hospital, Oslo, Norway; K. G. Jebsen Colorectal Cancer Research Centre, Oslo University Hospital, Norwegian Radium Hospital, Oslo, Norway; Institute for Clinical Medicine, University of Oslo, Oslo, Norway
| | - Bjørn Atle Bjørnbeth
- K. G. Jebsen Colorectal Cancer Research Centre, Oslo University Hospital, Norwegian Radium Hospital, Oslo, Norway; Department of Gastrointestinal Surgery, Oslo University Hospital, Oslo, Norway
| | - Bård I Røsok
- K. G. Jebsen Colorectal Cancer Research Centre, Oslo University Hospital, Norwegian Radium Hospital, Oslo, Norway; Department of Gastrointestinal Surgery, Oslo University Hospital, Oslo, Norway
| | - Stine Aske Danielsen
- Department of Molecular Oncology, Institute for Cancer Research, Oslo University Hospital, Norwegian Radium Hospital, Oslo, Norway; K. G. Jebsen Colorectal Cancer Research Centre, Oslo University Hospital, Norwegian Radium Hospital, Oslo, Norway
| | - Kristoffer Watten Brudvik
- K. G. Jebsen Colorectal Cancer Research Centre, Oslo University Hospital, Norwegian Radium Hospital, Oslo, Norway; Department of Gastrointestinal Surgery, Oslo University Hospital, Oslo, Norway
| | - Kaja C G Berg
- Department of Molecular Oncology, Institute for Cancer Research, Oslo University Hospital, Norwegian Radium Hospital, Oslo, Norway; K. G. Jebsen Colorectal Cancer Research Centre, Oslo University Hospital, Norwegian Radium Hospital, Oslo, Norway; Institute for Clinical Medicine, University of Oslo, Oslo, Norway
| | - Bjarne Johannessen
- Department of Molecular Oncology, Institute for Cancer Research, Oslo University Hospital, Norwegian Radium Hospital, Oslo, Norway; K. G. Jebsen Colorectal Cancer Research Centre, Oslo University Hospital, Norwegian Radium Hospital, Oslo, Norway; Institute for Clinical Medicine, University of Oslo, Oslo, Norway
| | - Vanja Cengija
- K. G. Jebsen Colorectal Cancer Research Centre, Oslo University Hospital, Norwegian Radium Hospital, Oslo, Norway; Department of Radiology and Nuclear Medicine, Oslo University Hospital Rikshospitalet, Oslo, Norway
| | - Andreas Abildgaard
- K. G. Jebsen Colorectal Cancer Research Centre, Oslo University Hospital, Norwegian Radium Hospital, Oslo, Norway; Department of Radiology and Nuclear Medicine, Oslo University Hospital Rikshospitalet, Oslo, Norway
| | - Marianne Grønlie Guren
- K. G. Jebsen Colorectal Cancer Research Centre, Oslo University Hospital, Norwegian Radium Hospital, Oslo, Norway; Department of Oncology, Oslo University Hospital Ullevål, Oslo, Norway
| | - Arild Nesbakken
- K. G. Jebsen Colorectal Cancer Research Centre, Oslo University Hospital, Norwegian Radium Hospital, Oslo, Norway; Institute for Clinical Medicine, University of Oslo, Oslo, Norway; Department of Gastrointestinal Surgery, Oslo University Hospital, Oslo, Norway
| | - Ragnhild A Lothe
- Department of Molecular Oncology, Institute for Cancer Research, Oslo University Hospital, Norwegian Radium Hospital, Oslo, Norway; K. G. Jebsen Colorectal Cancer Research Centre, Oslo University Hospital, Norwegian Radium Hospital, Oslo, Norway; Institute for Clinical Medicine, University of Oslo, Oslo, Norway.
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21
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Maffeis V, Nicolè L, Cappellesso R. RAS, Cellular Plasticity, and Tumor Budding in Colorectal Cancer. Front Oncol 2019; 9:1255. [PMID: 31803624 PMCID: PMC6877753 DOI: 10.3389/fonc.2019.01255] [Citation(s) in RCA: 42] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2019] [Accepted: 10/30/2019] [Indexed: 12/14/2022] Open
Abstract
The high morbidity and mortality of colorectal cancer (CRC) remain a worldwide challenge, despite the advances in prevention, diagnosis, and treatment. RAS alterations have a central role in the pathogenesis of CRC universally recognized both in the canonical mutation-based classification and in the recent transcriptome-based classification. About 40% of CRCs are KRAS mutated, 5% NRAS mutated, and only rare cases are HRAS mutated. Morphological and molecular correlations demonstrated the involvement of RAS in cellular plasticity, which is related to invasive and migration properties of neoplastic cells. RAS signaling has been involved in the initiation of epithelial to mesenchymal transition (EMT) in CRC leading to tumor spreading. Tumor budding is the morphological surrogate of EMT and features cellular plasticity. Tumor budding is clinically relevant for CRC patients in three different contexts: (i) in pT1 CRC the presence of tumor buds is associated with nodal metastasis, (ii) in stage II CRC identifies the cases with a prognosis similar to metastatic disease, and (iii) intratumoral budding could be useful in patient selection for neoadjuvant therapy. This review is focused on the current knowledge on RAS in CRC and its link with cellular plasticity and related clinicopathological features.
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Affiliation(s)
- Valeria Maffeis
- Department of Medicine, Surgical Pathology and Cytopathology Unit, University of Padova, Padova, Italy
| | - Lorenzo Nicolè
- Department of Medicine, Surgical Pathology and Cytopathology Unit, University of Padova, Padova, Italy
| | - Rocco Cappellesso
- Pathological Anatomy Unit, Padova University Hospital, Padova, Italy
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22
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Necessity of Genetic Evaluation of Metachronous Metastases of Colorectal Cancer: Quantitative Analysis of Genetic Discordance Between Metachronous Metastases and Radically Resected Primary Colorectal Cancers Using Next-Generation Sequencing. Dis Colon Rectum 2019; 62:832-839. [PMID: 31188184 DOI: 10.1097/dcr.0000000000001386] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
BACKGROUND Mutation analyses provide the basis of selecting an appropriate target agent for the treatment of metastatic colorectal cancer. However, metachronous metastases developed after the treatment of primary tumor could create significant opportunities for different genetic profiles relative to the primary tumors. OBJECTIVE The purpose of this study was to assess the necessity of genetic evaluation of metachronous metastases; we performed a quantitative analysis of genetic discordance between metachronous metastases and radically resected primary colorectal cancers using next-generation sequencing. DESIGN This was a retrospective study. SETTINGS Patients from a single-institution tertiary care center were studied. PATIENTS We enrolled 33 patients who underwent resection of metachronous metastases between January 2014 and December 2016, ≥6 months after radical resection of primary colorectal cancer and whose tissue was available for analysis. MAIN OUTCOME MEASURES Tumor samples were analyzed by next-generation sequencing. The mutant allele frequency was analyzed to evaluate the proportion of mutations in the tumor tissue. RESULTS The mutant allele frequency of KRAS in metachronous metastases was higher in 6 cases (mean difference =% 25.5% (range, 9.5%-58.0%)) and lower in 3 cases (mean difference = 9.3% (range, 8.0-10.0%) compared with each of their primary tumors. In 1 case, the KRAS mutant-type (mutant allele frequency = 22.6%) metachronous metastasis had developed from the KRAS wild-type primary tumor. LIMITATIONS Tumor sample may not represent perfectly the whole tumor of the patient because of heterogeneity. CONCLUSIONS Genetic discordance can exist between metachronous metastases and radically resected primary colorectal cancers. For appropriate target therapy, genetic evaluation of metachronous metastases needs to be considered when possible. See Video Abstract at http://links.lww.com/DCR/A932.
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23
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Yun HG, Lee HJ, Kim BR, Lee JH, Lee JH, Lee MY, Kim DH, Sohn JH, Chae SW, Do IG, Do SI, Kim K. Factors affecting KRAS mutation detection in colorectal cancer tissue. Pathol Res Pract 2019; 215:1071-1075. [PMID: 30846412 DOI: 10.1016/j.prp.2019.02.018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/16/2018] [Revised: 01/30/2019] [Accepted: 02/26/2019] [Indexed: 10/27/2022]
Abstract
BACKGROUND With the recent development of molecular tests for various biomarkers, it has become even more important to prepare adequate tissue samples. However, little is known about how the effect of cold ischemia time or formalin fixation time can affect KRAS mutation detection in colorectal cancer. METHODS This study included the results of KRAS mutation tests for colorectal cancer in 401 specimens. We investigated clinicopathologic factors that may affect DNA quality of formalin-fixed, paraffin-embedded (FFPE) tissue including specimen type, cold ischemia time, and formalin fixation time and assessed the detection rate of the KRAS mutation in samples with varying DNA quality. RESULTS Sample DNA quality for KRAS mutation test was better in biopsy specimens, which showed markedly shorter cold ischemia time and shorter formalin fixation time compared to resection specimens. A cold ischemia time of one hour or less was associated with better sample DNA quality. But the formalin fixation time was not a significant factor when it fell within the range performed in routine pathology diagnosis. When prolonged formalin fixation was tested, we confirmed that the specimen DNA quality gradually got worse from one month to three months. CONCLUSIONS The biopsy specimens showed better sample DNA quality for KRAS mutation test compared to resection specimens. In a routine diagnostic pathology setting, the cold ischemia time was an important factor affecting DNA quality and the formalin fixation had a wide time range for optimal DNA quality.
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Affiliation(s)
- Hyon-Goo Yun
- Department of Pathology, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Hyun Joo Lee
- Department of Pathology, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Bo-Ra Kim
- Department of Pathology, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Joo-Hee Lee
- Department of Pathology, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Jun-Hyeong Lee
- IT Support, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Mi-Yeon Lee
- Division of Biostatistics, Department of R&D Management, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Dong-Hoon Kim
- Department of Pathology, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Jin Hee Sohn
- Department of Pathology, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Seoung Wan Chae
- Department of Pathology, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - In Gu Do
- Department of Pathology, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Sung-Im Do
- Department of Pathology, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Kyungeun Kim
- Department of Pathology, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea.
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24
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Zihui Yong Z, Ching GTH, Ching MTC. Metastatic Profile of Colorectal Cancer: Interplay Between Primary Tumor Location and KRAS Status. J Surg Res 2019; 246:325-334. [PMID: 30737098 DOI: 10.1016/j.jss.2018.11.025] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2018] [Revised: 10/06/2018] [Accepted: 11/19/2018] [Indexed: 12/18/2022]
Abstract
BACKGROUND Mutant KRAS tumors are purported to metastasize differently than wild-type KRAS tumors. The biological heterogeneity of tumors from different parts of the colon are also reported to affect metastasis. This study aims to characterize the metastatic profile by evaluating these factors in unison. METHODS Retrospective analysis of 899 patients with metastatic colorectal cancers treated from January 2010 to December 2014 was conducted. KRAS mutation status and primary tumors location were correlated with single-site metastasis (liver, lung, and peritoneum) and dual-site metastases (liver-peritoneum, liver-lung, and lung-peritoneum). Patients without KRAS analyses were excluded. RESULTS Right-sided tumors had highest frequency of peritoneal metastasis as compared to left-sided or rectal tumors (34.7% versus 15.8% versus 8.8%, P = 0.00) regardless of KRAS status (32.6% versus 38.5%, P = 0.62). Left-sided tumors with wild-type KRAS had greater proportion of liver metastasis (78.6% versus 53.5%, P = 0.00), whereas those with mutant KRAS had greater proportion of lung metastasis (23.3% versus 8.7%, P = 0.02). Rectal tumors with wild-type KRAS tend to spread to the liver (81.4% versus 48.0%, P = 0.00) and not to the peritoneum (2.3% versus 20.0%, P = 0.01). In dual-site metastases, left-sided tumors with wild-type KRAS had more liver-peritoneal metastases (75.0% versus 29.4%, P = 0.00), whereas mutant KRAS had greater lung-liver metastases (64.7% versus 20.8%, P = 0.01). Rectal tumors had the predilection for lung-liver metastases as compared to right-sided and left-sided tumors (92.3% versus 40.0% versus 39.0%, P = 0.00) regardless of KRAS status (100% versus 75%, P = 0.12). CONCLUSIONS Our results may streamline surveillance programs based on primary tumor location and KRAS mutational status.
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25
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Yu IS, Cheung WY. Metastatic Colorectal Cancer in the Era of Personalized Medicine: A More Tailored Approach to Systemic Therapy. Can J Gastroenterol Hepatol 2018; 2018:9450754. [PMID: 30519549 PMCID: PMC6241232 DOI: 10.1155/2018/9450754] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/24/2018] [Accepted: 10/30/2018] [Indexed: 12/21/2022] Open
Abstract
Colorectal cancer is the second most common malignancy diagnosed in Canada. Despite declining incidence and mortality rates in recent years, there is still a significant number of cases that are metastatic at presentation. Fluoropyrimidine-based chemotherapy was the backbone of colorectal cancer treatment, but the addition of irinotecan and oxaliplatin to form combination regimens has significantly improved overall survival. In the past decade, the development of novel biologic agents including therapies directed against vascular endothelial growth factor and epidermal growth factor receptor has further altered the landscape of metastatic colorectal cancer treatment. However, clinical trials have demonstrated that not all patients respond to these therapies similarly and consideration must be given to individual patient- and tumor-related factors. A more tailored and biomarker driven approach to treatment selection can optimize outcomes and avoid unnecessary adverse effects. In this review article, we offer a comprehensive overview of the panel of clinical- and tumor-associated characteristics that influence treatment decisions in metastatic colorectal cancer and how this sets the foundation for a more personalized treatment strategy in oncology.
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Affiliation(s)
- Irene S. Yu
- University of British Columbia, Vancouver, Canada
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26
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The gene mutational discrepancies between primary and paired metastatic colorectal carcinoma detected by next-generation sequencing. J Cancer Res Clin Oncol 2018; 144:2149-2159. [DOI: 10.1007/s00432-018-2742-1] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2018] [Accepted: 08/21/2018] [Indexed: 01/22/2023]
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27
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Blank A, Roberts DE, Dawson H, Zlobec I, Lugli A. Tumor Heterogeneity in Primary Colorectal Cancer and Corresponding Metastases. Does the Apple Fall Far From the Tree? Front Med (Lausanne) 2018; 5:234. [PMID: 30234115 PMCID: PMC6128217 DOI: 10.3389/fmed.2018.00234] [Citation(s) in RCA: 41] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2018] [Accepted: 08/01/2018] [Indexed: 01/05/2023] Open
Abstract
Colorectal cancer harbors tremendous heterogeneity, with temporal and spatial differences in genetic mutations, epigenetic regulation, and tumor microenvironment. Analyzing the distribution and frequency of genetic, epigenetic, and microenvironment differences within a given tumor and between different sites of a metastatic tumor has been used as a powerful tool to investigate tumorigenesis, tumor progression, and to yield insight into various models of tumor development. A better understanding of tumor heterogeneity would have tremendous clinical relevance, which may manifest most clearly when genetic analyses to inform treatment decisions are performed on a very limited sample of a large tumor. This review summarizes the current concepts of tumor heterogeneity, with a focus on primary colorectal cancers and their corresponding metastases as well as potential clinical implications.
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Affiliation(s)
- Annika Blank
- Department of Pathology, University of California, San Francisco, San Francisco, CA, United States.,Clinical Pathology Division, Institute of Pathology, University of Bern, Bern, Switzerland
| | - Daniel Edward Roberts
- Department of Pathology, University of California, San Francisco, San Francisco, CA, United States
| | - Heather Dawson
- Clinical Pathology Division, Institute of Pathology, University of Bern, Bern, Switzerland
| | - Inti Zlobec
- Translational Research Unit, Institute of Pathology, University of Bern, Bern, Switzerland
| | - Alessandro Lugli
- Clinical Pathology Division, Institute of Pathology, University of Bern, Bern, Switzerland
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28
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Margonis GA, Sasaki K, Gholami S, Kim Y, Andreatos N, Rezaee N, Deshwar A, Buettner S, Allen PJ, Kingham TP, Pawlik TM, He J, Cameron JL, Jarnagin WR, Wolfgang CL, D'Angelica MI, Weiss MJ. Genetic And Morphological Evaluation (GAME) score for patients with colorectal liver metastases. Br J Surg 2018; 105:1210-1220. [PMID: 29691844 DOI: 10.1002/bjs.10838] [Citation(s) in RCA: 107] [Impact Index Per Article: 17.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2017] [Revised: 12/05/2017] [Accepted: 01/15/2018] [Indexed: 02/06/2023]
Abstract
BACKGROUND This study sought to develop a clinical risk score for resectable colorectal liver metastasis (CRLM) by combining clinicopathological and clinically available biological indicators, including KRAS. METHODS A cohort of patients who underwent resection for CRLM at the Johns Hopkins Hospital (JHH) was analysed to identify independent predictors of overall survival (OS) that can be assessed before operation; these factors were combined into the Genetic And Morphological Evaluation (GAME) score. The score was compared with the current standard (Fong score) and validated in an external cohort of patients from the Memorial Sloan Kettering Cancer Center (MSKCC). RESULTS Six preoperative predictors of worse OS were identified on multivariable Cox regression analysis in the JHH cohort (502 patients). The GAME score was calculated by allocating points to each patient according to the presence of these predictive factors: KRAS-mutated tumours (1 point); carcinoembryonic antigen level 20 ng/ml or more (1 point), primary tumour lymph node metastasis (1 point); Tumour Burden Score between 3 and 8 (1 point) or 9 and over (2 points); and extrahepatic disease (2 points). The high-risk group in the JHH cohort (GAME score at least 4 points) had a 5-year OS rate of 11 per cent, compared with 73·4 per cent for those in the low-risk group (score 0-1 point). Importantly, in cohorts from both the JHH and MSKCC (747 patients), the discriminatory capacity of the GAME score was superior to that of the Fong score, as demonstrated by the C-index and the Akaike information criterion. CONCLUSION The GAME score is a preoperative prognostic tool that can be used to inform treatment selection.
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Affiliation(s)
- G A Margonis
- Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - K Sasaki
- Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - S Gholami
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Y Kim
- Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - N Andreatos
- Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - N Rezaee
- Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - A Deshwar
- Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - S Buettner
- Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.,Department of Surgery, Erasmus MC, University Medical Centre, Rotterdam, The Netherlands
| | - P J Allen
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - T P Kingham
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - T M Pawlik
- Department of Surgery, Ohio State University Wexner Medical Center, Columbus, Ohio, USA
| | - J He
- Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - J L Cameron
- Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - W R Jarnagin
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - C L Wolfgang
- Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - M I D'Angelica
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - M J Weiss
- Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
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Hoekstra E, Das AM, Willemsen M, Swets M, Kuppen PJK, van der Woude CJ, Bruno MJ, Shah JP, Ten Hagen TLM, Chisholm JD, Kerr WG, Peppelenbosch MP, Fuhler GM. Lipid phosphatase SHIP2 functions as oncogene in colorectal cancer by regulating PKB activation. Oncotarget 2018; 7:73525-73540. [PMID: 27716613 PMCID: PMC5341996 DOI: 10.18632/oncotarget.12321] [Citation(s) in RCA: 39] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2016] [Accepted: 09/19/2016] [Indexed: 12/13/2022] Open
Abstract
Colorectal cancer (CRC) is the second most common cause of cancer-related death, encouraging the search for novel therapeutic targets affecting tumor cell proliferation and migration. These cellular processes are under tight control of two opposing groups of enzymes; kinases and phosphatases. Aberrant activity of kinases is observed in many forms of cancer and as phosphatases counteract such "oncogenic" kinases, it is generally assumed that phosphatases function as tumor suppressors. However, emerging evidence suggests that the lipid phosphatase SH2-domain-containing 5 inositol phosphatase (SHIP2), encoded by the INPPL1 gene, may act as an oncogene. Just like the well-known tumor suppressor gene Phosphatase and Tensin Homolog (PTEN) it hydrolyses phosphatidylinositol (3,4,5) triphosphate (PI(3,4,5)P3). However, unlike PTEN, the reaction product is PI(3,4)P2, which is required for full activation of the downstream protein kinase B (PKB/Akt), suggesting that SHIP2, in contrast to PTEN, could have a tumor initiating role through PKB activation. In this work, we investigated the role of SHIP2 in colorectal cancer. We found that SHIP2 and INPPL1 expression is increased in colorectal cancer tissue in comparison to adjacent normal tissue, and this is correlated with decreased patient survival. Moreover, SHIP2 is more active in colorectal cancer tissue, suggesting that SHIP2 can induce oncogenesis in colonic epithelial cells. Furthermore, in vitro experiments performed on colorectal cancer cell lines shows an oncogenic role for SHIP2, by enhancing chemoresistance, cell migration, and cell invasion. Together, these data indicate that SHIP2 expression contributes to the malignant potential of colorectal cancer, providing a possible target in the fight against this devastating disease.
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Affiliation(s)
- Elmer Hoekstra
- Department of Gastroenterology and Hepatology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - Asha M Das
- Department of Surgery, Section Surgical Oncology, Laboratory Experimental Surgical Oncology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - Marcella Willemsen
- Department of Gastroenterology and Hepatology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - Marloes Swets
- Department of Surgery, Leiden University Medical Center, Leiden, The Netherlands
| | - Peter J K Kuppen
- Department of Surgery, Leiden University Medical Center, Leiden, The Netherlands
| | - Christien J van der Woude
- Department of Gastroenterology and Hepatology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - Marco J Bruno
- Department of Gastroenterology and Hepatology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - Jigisha P Shah
- Department of Chemistry, Syracuse University, Syracuse, New York, United States of America
| | - Timo L M Ten Hagen
- Department of Surgery, Section Surgical Oncology, Laboratory Experimental Surgical Oncology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - John D Chisholm
- Department of Chemistry, Syracuse University, Syracuse, New York, United States of America
| | - William G Kerr
- Department of Microbiology and Immunology, State University of New York (SUNY) Upstate Medical University, Syracuse, New York, United States of America
| | - Maikel P Peppelenbosch
- Department of Gastroenterology and Hepatology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - Gwenny M Fuhler
- Department of Gastroenterology and Hepatology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands
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Neoadjuvant chemotherapy affects molecular classification of colorectal tumors. Oncogenesis 2017; 6:e357. [PMID: 28692036 PMCID: PMC5541704 DOI: 10.1038/oncsis.2017.48] [Citation(s) in RCA: 31] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2017] [Revised: 04/11/2017] [Accepted: 05/02/2017] [Indexed: 12/13/2022] Open
Abstract
The recent discovery of ‘molecular subtypes’ in human primary colorectal cancer has revealed correlations between subtype, propensity to metastasize and response to therapy. It is currently not known whether the molecular tumor subtype is maintained after distant spread. If this is the case, molecular subtyping of the primary tumor could guide subtype-targeted therapy of metastatic disease. In this study, we classified paired samples of primary colorectal carcinomas and their corresponding liver metastases (n=129) as epithelial-like or mesenchymal-like, using a recently developed immunohistochemistry-based classification tool. We observed considerable discordance (45%) in the classification of primary tumors and their liver metastases. Discordant classification was significantly associated with the use of neoadjuvant chemotherapy. Furthermore, gene expression analysis of chemotherapy-exposed versus chemotherapy naive liver metastases revealed expression of a mesenchymal program in pre-treated tumors. To explore whether chemotherapy could cause gene expression changes influencing molecular subtyping, we exposed patient-derived colonospheres to six short cycles of 5-fluorouracil. Gene expression profiling and signature enrichment analysis subsequently revealed that the expression of signatures identifying mesenchymal-like tumors was strongly increased in chemotherapy-exposed tumor cultures. Unsupervised clustering of large cohorts of human colon tumors with the chemotherapy-induced gene expression program identified a poor prognosis mesenchymal-like subgroup. We conclude that neoadjuvant chemotherapy induces a mesenchymal phenotype in residual tumor cells and that this may influence the molecular classification of colorectal tumors.
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31
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Miyamoto Y, Suyama K, Baba H. Recent Advances in Targeting the EGFR Signaling Pathway for the Treatment of Metastatic Colorectal Cancer. Int J Mol Sci 2017; 18:E752. [PMID: 28368335 PMCID: PMC5412337 DOI: 10.3390/ijms18040752] [Citation(s) in RCA: 69] [Impact Index Per Article: 9.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2017] [Revised: 03/25/2017] [Accepted: 03/28/2017] [Indexed: 12/14/2022] Open
Abstract
Outcomes for metastatic colorectal cancer (mCRC) patients have been improved by treatment with anti-epidermal growth factor receptor (anti-EGFR) antibodies, particularly when combined with predictive biomarkers to select patients lacking RAS mutations. New technologies such as liquid biopsy and next-generation sequencing have revealed that potential mechanisms of resistance to anti-EGFR therapies act through acquired mutations of KRAS and the EGFR ectodomain. Mutations in cross-talking molecular effectors that participate in downstream EGFR signaling are also negative predictors for anti-EGFR therapy. In the current review, we describe recent advances in anti-EGFR therapy and discuss new treatment strategies to target downstream RAS-MAPK signaling in mCRC.
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Affiliation(s)
- Yuji Miyamoto
- Department of Gastroenterological Surgery, Graduate School of Medical Sciences, Kumamoto University, 1-1-1 Honjo, Kumamoto 860-8556, Japan.
| | - Koichi Suyama
- Cancer Center, Kumamoto University Hospital, Kumamoto 860-8556, Japan.
| | - Hideo Baba
- Department of Gastroenterological Surgery, Graduate School of Medical Sciences, Kumamoto University, 1-1-1 Honjo, Kumamoto 860-8556, Japan.
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Loree JM, Kopetz S, Raghav KPS. Current companion diagnostics in advanced colorectal cancer; getting a bigger and better piece of the pie. J Gastrointest Oncol 2017; 8:199-212. [PMID: 28280626 PMCID: PMC5334060 DOI: 10.21037/jgo.2017.01.01] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/11/2016] [Accepted: 11/18/2016] [Indexed: 12/19/2022] Open
Abstract
While the treatment of colorectal cancer continues to rely heavily on conventional cytotoxic therapy, an increasing number of targeted agents are under development. Many of these treatments require companion diagnostic tests in order to define an appropriate population that will derive benefit. In addition, a growing number of biomarkers provide prognostic information about a patient's malignancy. As we learn more about these biomarkers and their assays, selecting the appropriate companion diagnostic becomes increasingly important. In the case of many biomarkers, there are numerous assays which could provide the same information to a treating physician, however each assay has strengths and weaknesses. Institutions must balance cost, assay sensitivity, turn-around time, and labor resources when selecting which assay to offer. In this review we will discuss the current state of companion diagnostics available in metastatic colorectal cancer and explore emerging biomarkers and their assays. We will focus on KRAS, BRAF, HER2, and PIK3CA testing, as well as microsatellite stability assessment and multigene panels.
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Affiliation(s)
- Jonathan M Loree
- Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Scott Kopetz
- Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Kanwal P S Raghav
- Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
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Schwartzberg L, Kim ES, Liu D, Schrag D. Precision Oncology: Who, How, What, When, and When Not? Am Soc Clin Oncol Educ Book 2017; 37:160-169. [PMID: 28561651 DOI: 10.1200/edbk_174176] [Citation(s) in RCA: 119] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
Precision oncology, defined as molecular profiling of tumors to identify targetable alterations, is rapidly developing and has entered the mainstream of clinical practice. Genomic testing involves many stakeholders working in a coordinated fashion to deliver high-quality tissue samples to high-quality laboratories, where appropriate next-generation sequencing (NGS) molecular analysis leads to actionable results. Clinicians should be familiar with the types of genomic variants reported by the laboratory and the technology used to determine the results, including limitations of current testing methodologies and reports. Interpretation of genomic results is best undertaken with multidisciplinary input to reduce uncertainty in clinical recommendations relating to a documented variant. Non-small cell lung cancer has emerged as a prototype disease where genomic data from at least several well-documented alterations with approved targeted agents are essential for optimal treatment from diagnosis of advanced disease. Due to the development of resistance to targeted therapies, resampling and retesting of tumors, including using liquid biopsy technology after clinical progression, may be important in making treatment decisions. The value of molecular profiling depends on avoiding both underutilization for well-documented variant target-drug pairs and overutilization of variant-drug therapy without proven benefit. As techniques evolve and become more cost effective, the use of molecular testing may prove to add more specificity and improve outcomes for a larger number of patients.
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Affiliation(s)
- Lee Schwartzberg
- From the University of Tennessee Health Science Center, Memphis, TN; Levine Cancer Institute, Charlotte, SC; Dana-Farber Cancer Institute, Boston, MA
| | - Edward S Kim
- From the University of Tennessee Health Science Center, Memphis, TN; Levine Cancer Institute, Charlotte, SC; Dana-Farber Cancer Institute, Boston, MA
| | - David Liu
- From the University of Tennessee Health Science Center, Memphis, TN; Levine Cancer Institute, Charlotte, SC; Dana-Farber Cancer Institute, Boston, MA
| | - Deborah Schrag
- From the University of Tennessee Health Science Center, Memphis, TN; Levine Cancer Institute, Charlotte, SC; Dana-Farber Cancer Institute, Boston, MA
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Addition of RAS Mutation Status May Strengthen the Predictive Model for Progression of Indeterminate Pulmonary Nodules. Ann Surg 2016; 264:e7. [DOI: 10.1097/sla.0000000000001103] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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35
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Tumour heterogeneity: principles and practical consequences. Virchows Arch 2016; 469:371-84. [PMID: 27412632 DOI: 10.1007/s00428-016-1987-9] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2015] [Revised: 04/01/2016] [Accepted: 07/03/2016] [Indexed: 12/30/2022]
Abstract
Two major reasons compel us to study tumour heterogeneity: firstly, it represents the basis of acquired therapy resistance, and secondly, it may be one of the major sources of the low level of reproducibility in clinical cancer research. The present review focuses on the heterogeneity of neoplastic disease, both within the primary tumour and between primary tumour and metastases. We discuss different levels of heterogeneity and the current understanding of the phenomenon, as well as imminent developments relevant for clinical research and diagnostic pathology. It is necessary to develop new tools to study heterogeneity and new biomarkers for heterogeneity. Established and new in situ methods will be very useful. In future studies, not only clonal heterogeneity needs to be addressed but also non-clonal phenotypic heterogeneity which might be important for therapy resistance. We also review heterogeneity established in major tumour types, in order to explore potential similarities that might help to define new strategies for targeted therapy.
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36
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Crobach S, Ruano D, van Eijk R, Schrumpf M, Fleuren G, van Wezel T, Morreau H. Somatic mutation profiles in primary colorectal cancers and matching ovarian metastases: Identification of driver and passenger mutations. JOURNAL OF PATHOLOGY CLINICAL RESEARCH 2016; 2:166-74. [PMID: 27499925 PMCID: PMC4958737 DOI: 10.1002/cjp2.45] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/17/2015] [Accepted: 03/05/2016] [Indexed: 12/24/2022]
Abstract
The mutational profiles of primary colorectal cancers (CRCs) and corresponding ovarian metastases were compared. Using a custom‐made next generation sequencing panel, 115 cancer‐driving genes were analyzed in a cohort of 26 primary CRCs and 30 matching ovarian metastases (four with bilateral metastases). To obtain a complete overview of the mutational profile, low thresholds were used in bioinformatics analysis to prevent low frequency passenger mutations from being filtered out. A subset of variants was validated using Sanger and/or hydrolysis probe assays. The mutational landscape of CRC that metastasized to the ovary was not strikingly different from CRC in consecutive series. When comparing primary CRCs and their matching ovarian metastases, there was considerable overlap in the mutations of early affected genes. A subset of mutations demonstrated less overlap, presumably being passenger mutations. In particular, primary CRCs showed a substantially high number of passenger mutations. We also compared the primary CRCs and matching metastases for stratifying variants of six genes (KRAS, NRAS, BRAF, FBXW7, PTEN and PIK3CA) that select for established (EGFR directed) or future targeted therapies. In a total of 31 variants 12 were not found in either of the two locations. Tumours thus differed in the number of discordant variants between the primary tumours and matching metastases. Half of these discordant variants were definitive class 4/5 pathogenic variants. However, in terms of temporal heterogeneity, no clear relationship was observed between the number of discordant variants and the time interval between primary CRCs and the detection of ovarian metastases. This suggests that dormant metastases may be present from the early days of the primary tumours.
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Affiliation(s)
- Stijn Crobach
- Department of Pathology Leiden University Medical Center Leiden the Netherlands
| | - Dina Ruano
- Department of Pathology Leiden University Medical Center Leiden the Netherlands
| | - Ronald van Eijk
- Department of Pathology Leiden University Medical Center Leiden the Netherlands
| | - Melanie Schrumpf
- Department of Pathology Leiden University Medical Center Leiden the Netherlands
| | | | - Gertjan Fleuren
- Department of Pathology Leiden University Medical Center Leiden the Netherlands
| | - Tom van Wezel
- Department of Pathology Leiden University Medical Center Leiden the Netherlands
| | - Hans Morreau
- Department of Pathology Leiden University Medical Center Leiden the Netherlands
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Jo P, König A, Schirmer M, Kitz J, Conradi LC, Azizian A, Bernhardt M, Wolff HA, Grade M, Ghadimi M, Ströbel P, Schildhaus HU, Gaedcke J. Heterogeneity of KRAS Mutation Status in Rectal Cancer. PLoS One 2016; 11:e0153278. [PMID: 27064574 PMCID: PMC4827807 DOI: 10.1371/journal.pone.0153278] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2015] [Accepted: 03/25/2016] [Indexed: 01/05/2023] Open
Abstract
INTRODUCTION Anti-EGFR targeted therapy is of increasing importance in advanced colorectal cancer and prior KRAS mutation testing is mandatory for therapy. However, at which occasions this should be performed is still under debate. We aimed to assess in patients with locally advanced rectal cancer whether there is intra-specimen KRAS heterogeneity prior to and upon preoperative chemoradiotherapy (CRT), and if there are any changes in KRAS mutation status due to this intervention. MATERIALS AND METHODS KRAS mutation status analyses were performed in 199 tumor samples from 47 patients with rectal cancer. To evaluate the heterogeneity between different tumor areas within the same tumor prior to preoperative CRT, 114 biopsies from 34 patients (mean 3 biopsies per patient) were analyzed (pre-therapeutic intratumoral heterogeneity). For the assessment of heterogeneity after CRT residual tumor tissue (85 samples) from 12 patients (mean 4.2 tissue samples per patient) were analyzed (post-therapeutic intratumoral heterogeneity) and assessment of heterogeneity before and after CRT was evaluated in corresponding patient samples (interventional heterogeneity). Primer extension method (SNaPshot™) was used for initial KRAS mutation status testing for Codon 12, 13, 61, and 146. Discordant results by this method were reevaluated by using the FDA-approved KRAS Pyro Kit 24, V1 and the RAS Extension Pyro Kit 24, V1 Kit (therascreen® KRAS test). RESULTS For 20 (43%) out of the 47 patients, a KRAS mutation was detected. With 12 out of 20, the majority of these mutations affected codon 35. We did not obtained evidence that CRT results in changes of the KRAS mutation pattern. In addition, no intratumoral heterogeneity in the KRAS mutational status could be proven. This was true for both the biopsies prior to CRT and the resection specimens thereafter. The discrepancy observed in some samples when using the SNaPshot™ assay was due to insufficient sensitivity of this technique upon massive tumor regression by CRT as application of the therascreen® KRAS test revealed concordant results. CONCLUSION Our results indicate that the KRAS mutation status at the primary tumor site of rectal cancer is homogenous. Its assessment for therapeutic decisions is feasible in pre-therapeutic biopsies as well as in post-therapeutic resected specimens. The amount of viable tumor cells seems to be an important determinant for assay sensitivity and should thus be considered for selection of the analytical method.
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Affiliation(s)
- Peter Jo
- Department of General, Visceral and Pediatric Surgery, University Medical Center Goettingen, Goettingen, Germany
| | - Alexander König
- Department of Gastroenterology and Gastrointestinal Oncology, University Medical Center Goettingen, Goettingen, Germany
| | - Markus Schirmer
- Department of Clinical Pharmacology, University Medical Center Goettingen, Goettingen, Germany
| | - Julia Kitz
- Department of Pathology, University Medical Center Goettingen, Goettingen, Germany
| | - Lena-Christin Conradi
- Department of General, Visceral and Pediatric Surgery, University Medical Center Goettingen, Goettingen, Germany
| | - Azadeh Azizian
- Department of General, Visceral and Pediatric Surgery, University Medical Center Goettingen, Goettingen, Germany
| | - Markus Bernhardt
- Department of General, Visceral and Pediatric Surgery, University Medical Center Goettingen, Goettingen, Germany
| | | | - Marian Grade
- Department of General, Visceral and Pediatric Surgery, University Medical Center Goettingen, Goettingen, Germany
| | - Michael Ghadimi
- Department of General, Visceral and Pediatric Surgery, University Medical Center Goettingen, Goettingen, Germany
| | - Philipp Ströbel
- Department of Pathology, University Medical Center Goettingen, Goettingen, Germany
| | | | - Jochen Gaedcke
- Department of General, Visceral and Pediatric Surgery, University Medical Center Goettingen, Goettingen, Germany
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Graziano F, Ruzzo A, Giacomini E, Ricciardi T, Aprile G, Loupakis F, Lorenzini P, Ongaro E, Zoratto F, Catalano V, Sarti D, Rulli E, Cremolini C, De Nictolis M, De Maglio G, Falcone A, Fiorentini G, Magnani M. Glycolysis gene expression analysis and selective metabolic advantage in the clinical progression of colorectal cancer. THE PHARMACOGENOMICS JOURNAL 2016; 17:258-264. [DOI: 10.1038/tpj.2016.13] [Citation(s) in RCA: 62] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/26/2015] [Revised: 01/26/2016] [Accepted: 01/27/2016] [Indexed: 01/16/2023]
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39
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Li Y, Fu XH, Yuan JQ, Yang ZY, Mao C, Dong XM, Tang JL, Wang SY. Colorectal cancer: using blood samples and tumor tissue to detect K-ras mutations. Expert Rev Anticancer Ther 2016; 15:715-25. [PMID: 26035720 DOI: 10.1586/14737140.2015.1037836] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
We performed a meta-analysis to assess whether blood can be substituted for tumor tissue in K-ras mutation testing. PubMed, EMBASE, MEDLINE, and BIOSIS databases were searched. Twenty-three studies including 1261 patients were included. The pooled overall sensitivity, specificity, and concordance rate were 0.69 (95% CI: 0.59-0.78), 0.96 (95% CI: 0.93-0.97), and 0.86 (95% CI: 0.82-0.89), respectively. Subgroup analysis indicated that plasma (sensitivity: 0.74; mutation rate: 0.34) exhibited superior sensitivity compared with serum (sensitivity: 0.45; mutation rate: 0.24). We conclude that blood is a suitable substitute for tumor tissue in K-ras mutation testing. K-ras mutation positivity in blood can be used to identify patients who should not receive EGFR monoclonal antibody therapy, but the absence of blood positivity does not necessarily imply negativity.
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Affiliation(s)
- Yang Li
- Center of Injury Prevention and Control, Medical College of Jinan University, Guangzhou, China
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40
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Khan P, Manna A, Saha S, Mohanty S, Mukherjee S, Mazumdar M, Guha D, Das T. Aspirin inhibits epithelial-to-mesenchymal transition and migration of oncogenic K-ras-expressing non-small cell lung carcinoma cells by down-regulating E-cadherin repressor Slug. BMC Cancer 2016; 16:39. [PMID: 26810856 PMCID: PMC4727308 DOI: 10.1186/s12885-016-2078-7] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2015] [Accepted: 01/19/2016] [Indexed: 12/12/2022] Open
Abstract
Background Cancer metastasis is one of the most common causes of treatment failure and death in cancer patients. It has been acknowledged that aberrant activation of epithelial-to-mesenchymal transition (EMT) program, endows cancer cells with metastatic competence for which E-cadherin switch is a well-established hallmark. Suppression of E-cadherin by its transcriptional repressor Slug is thus a determining factor for EMT. Here, we aimed at discerning (i) the molecular mechanisms that regulate Slug/E-cadherin axis in oncogenic K-ras-expressing non-small cell lung carcinoma (NSCLC) cells, and (ii) the effect of aspirin in modulating the same. Methods The migratory behaviour of NSCLC cell line A549 were deciphered by wound healing assay. Further assessment of the molecular mechanisms was done by western blotting, RT-PCR, confocal microscopy, chromatin immunoprecipitation and small interfering RNA (siRNA)-mediated gene silencing. Results Here we report that in oncogenic K-ras-expressing A549 cells, Ras/ERK downstream Elk-1 forms p-Elk-1-p300 complex that being directly recruited to SLUG promoter acetylates the same to ensure p65NFκB binding for transcriptional up-regulation of Slug, a transcriptional repressor of E-cadherin. Aspirin inhibits EMT and decelerates the migratory potential of A549 cells by down-regulating Slug and thereby up-regulating E-cadherin. Aspirin impedes activation and nuclear translocation of p65NFκB, essential for this transcription factor being available for SLUG promoter binding. As a consequence, Slug transcription is down-regulated relieving A549 cells from Slug-mediated repression of E-cadherin transcription, thereby diminishing the metastatic potential of these oncogenic Ras-expressing NSCLC cells. Conclusions Cumulatively, these results signify a crucial role of the anti-inflammatory agent aspirin as a novel negative regulator of epithelial-to-mesenchymal transition thereby suggesting its candidature as a promising tool for deterring metastasis of highly invasive K-ras-expressing NSCLC cells. Electronic supplementary material The online version of this article (doi:10.1186/s12885-016-2078-7) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Poulami Khan
- Division of Molecular Medicine, Bose Institute, P-1/12, Calcutta Improvement Trust Scheme VII M, Kolkata, 700054, West Bengal, India
| | - Argha Manna
- Division of Molecular Medicine, Bose Institute, P-1/12, Calcutta Improvement Trust Scheme VII M, Kolkata, 700054, West Bengal, India
| | - Shilpi Saha
- Division of Molecular Medicine, Bose Institute, P-1/12, Calcutta Improvement Trust Scheme VII M, Kolkata, 700054, West Bengal, India
| | - Suchismita Mohanty
- Division of Molecular Medicine, Bose Institute, P-1/12, Calcutta Improvement Trust Scheme VII M, Kolkata, 700054, West Bengal, India
| | - Shravanti Mukherjee
- Division of Molecular Medicine, Bose Institute, P-1/12, Calcutta Improvement Trust Scheme VII M, Kolkata, 700054, West Bengal, India
| | - Minakshi Mazumdar
- Division of Molecular Medicine, Bose Institute, P-1/12, Calcutta Improvement Trust Scheme VII M, Kolkata, 700054, West Bengal, India
| | - Deblina Guha
- Division of Molecular Medicine, Bose Institute, P-1/12, Calcutta Improvement Trust Scheme VII M, Kolkata, 700054, West Bengal, India
| | - Tanya Das
- Division of Molecular Medicine, Bose Institute, P-1/12, Calcutta Improvement Trust Scheme VII M, Kolkata, 700054, West Bengal, India.
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Waring P, Tie J, Maru D, Karapetis CS. RAS Mutations as Predictive Biomarkers in Clinical Management of Metastatic Colorectal Cancer. Clin Colorectal Cancer 2015; 15:95-103. [PMID: 26952655 DOI: 10.1016/j.clcc.2015.10.006] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2015] [Revised: 10/10/2015] [Accepted: 10/21/2015] [Indexed: 01/17/2023]
Abstract
The use of anti-epidermal growth factor receptor (EGFR) monoclonal antibody therapies in patients with metastatic colorectal cancer is guided by the presence of activating point mutations in codons 12, 13, 59, 61, 117, and 146 of the KRAS and NRAS genes in the primary tumor. Although these mutations have been incorporated into the prescribing information for both cetuximab and panitumumab, highlighted in the National Comprehensive Cancer Network Guidelines, and routinely tested, a number of controversial issues and unanswered questions related to these mutations and their clinical significance remain. In the present review, we explored the contradictory data related to the prognostic value of KRAS mutations, the reported frequent discordance of KRAS mutations, and the reported nonequivalence of some of these mutations. We also considered the issues related to incorporating additional mutations into the already accredited and approved assays and the challenges created by changing an assay's analytical and clinical limits of detection. We also discuss the lack of biologic data supporting the pathogenicity of newly described clinically actionable mutations and explore the uncertainty regarding the clinical significance of low-frequency mutations, highlighting the importance of correcting allele frequencies for tumor purity. We also considered the importance of distinguishing the significance of low-frequency RAS mutations in tumors previously not treated or treated with anti-EGFR therapies and explore new technologies capable of detecting emerging polyclonal RAS mutations that appear to confer drug resistance.
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Affiliation(s)
- Paul Waring
- Department of Pathology, University of Melbourne, Victoria, Australia
| | - Jeanne Tie
- Ludwig Colon Cancer Initiative Biomarker Laboratory, Ludwig Institute for Cancer Research, Melbourne, Victoria, Australia
| | - Dipen Maru
- Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Christos S Karapetis
- Flinders University, Flinders Centre for Innovation in Cancer, Flinders Medical Centre, Adelaide, South Australia, Australia.
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Katona BW, Liu Y, Ma A, Jin J, Hua X. EZH2 inhibition enhances the efficacy of an EGFR inhibitor in suppressing colon cancer cells. Cancer Biol Ther 2015; 15:1677-87. [PMID: 25535899 DOI: 10.4161/15384047.2014.972776] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023] Open
Abstract
Metastatic colon cancer has a 5-year survival of less than 10% despite the use of aggressive chemotherapeutic regimens. As signaling from epidermal growth factor receptor (EGFR) is often enhanced and epigenetic regulation is often altered in colon cancer, it is desirable to enhance the efficacy of EGFR-directed therapy by co-targeting an epigenetic pathway. We showed that the histone methyltransferase EZH2, which catalyzes methylation of histone H3 lysine 27 (H3K27), was upregulated in colon cancers in The Cancer Genome Atlas (TCGA) database. Since co-inhibition of both EGFR and EZH2 has not been studied in colon cancer, we examined the effects of co-inhibition of EGFR and EZH2 on 2 colon cancer cell lines, HT-29 and HCT-15. Co-inhibition of EZH2 and EGFR with the small molecules UNC1999 and gefitinib, led to a significant decrease in cell number and increased apoptosis compared to inhibition of either pathway alone, and similar results were noted after EZH2 shRNA knockdown. Moreover, co-inhibition of EZH2 and EGFR also significantly induced autophagy, indicating that autophagy may play a role in the observed synergy. Together, these findings suggest that inhibition of both EZH2 and EGFR serves as an effective method to increase the efficacy of EGFR inhibitors in suppressing colon cancer cells.
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Affiliation(s)
- Bryson W Katona
- a Division of Gastroenterology; University of Pennsylvania Perelman School of Medicine ; Philadelphia , PA USA
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Westwood M, van Asselt T, Ramaekers B, Whiting P, Joore M, Armstrong N, Noake C, Ross J, Severens J, Kleijnen J. KRAS mutation testing of tumours in adults with metastatic colorectal cancer: a systematic review and cost-effectiveness analysis. Health Technol Assess 2015; 18:1-132. [PMID: 25314637 DOI: 10.3310/hta18620] [Citation(s) in RCA: 58] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022] Open
Abstract
BACKGROUND Bowel cancer is the third most common cancer in the UK. Most bowel cancers are initially treated with surgery, but around 17% spread to the liver. When this happens, sometimes the liver tumour can be treated surgically, or chemotherapy may be used to shrink the tumour to make surgery possible. Kirsten rat sarcoma viral oncogene (KRAS) mutations make some tumours less responsive to treatment with biological therapies such as cetuximab. There are a variety of tests available to detect these mutations. These vary in the specific mutations that they detect, the amount of mutation they detect, the amount of tumour cells needed, the time to give a result, the error rate and cost. OBJECTIVES To compare the performance and cost-effectiveness of KRAS mutation tests in differentiating adults with metastatic colorectal cancer whose metastases are confined to the liver and are unresectable and who may benefit from first-line treatment with cetuximab in combination with standard chemotherapy from those who should receive standard chemotherapy alone. DATA SOURCES Thirteen databases, including MEDLINE and EMBASE, research registers and conference proceedings were searched to January 2013. Additional data were obtained from an online survey of laboratories participating in the UK National External Quality Assurance Scheme pilot for KRAS mutation testing. METHODS A systematic review of the evidence was carried out using standard methods. Randomised controlled trials were assessed for quality using the Cochrane risk of bias tool. Diagnostic accuracy studies were assessed using the QUADAS-2 tool. There were insufficient data for meta-analysis. For accuracy studies we calculated sensitivity and specificity together with 95% confidence intervals (CIs). Survival data were summarised as hazard ratios and tumour response data were summarised as relative risks, with 95% CIs. The health economic analysis considered the long-term costs and quality-adjusted life-years associated with different tests followed by treatment with standard chemotherapy or cetuximab plus standard chemotherapy. The analysis took a 'no comparator' approach, which implies that the cost-effectiveness of each strategy will be presented only compared with the next most cost-effective strategy. The de novo model consisted of a decision tree and Markov model. RESULTS The online survey indicated no differences between tests in batch size, turnaround time, number of failed samples or cost. The literature searches identified 7903 references, of which seven publications of five studies were included in the review. Two studies provided data on the accuracy of KRAS mutation testing for predicting response to treatment in patients treated with cetuximab plus standard chemotherapy. Four RCTs provided data on the clinical effectiveness of cetuximab plus standard chemotherapy compared with that of standard chemotherapy in patients with KRAS wild-type tumours. There were no clear differences in the treatment effects reported by different studies, regardless of which KRAS mutation test was used to select patients. In the 'linked evidence' analysis the Therascreen KRAS RGQ PCR Kit (QIAGEN) was more expensive but also more effective than pyrosequencing or direct sequencing, with an incremental cost-effectiveness ratio of £17,019 per quality-adjusted life-year gained. In the 'assumption of equal prognostic value' analysis the total costs associated with the various testing strategies were similar. LIMITATIONS The results assume that the differences in outcomes between the trials were solely the result of the different mutation tests used to distinguish between patients; this assumption ignores other factors that might explain this variation. CONCLUSIONS There was no strong evidence that any one KRAS mutation test was more effective or cost-effective than any other test. STUDY REGISTRATION PROSPERO CRD42013003663. FUNDING The National Institute for Health Research Health Technology Assessment programme.
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Affiliation(s)
| | - Thea van Asselt
- Department of Clinical Epidemiology and Medical Technology Assessment, Maastricht University Medical Centre, Maastricht, the Netherlands
| | - Bram Ramaekers
- Department of Clinical Epidemiology and Medical Technology Assessment, Maastricht University Medical Centre, Maastricht, the Netherlands
| | | | - Manuela Joore
- Department of Clinical Epidemiology and Medical Technology Assessment, Maastricht University Medical Centre, Maastricht, the Netherlands
| | | | - Caro Noake
- Kleijnen Systematic Reviews Ltd, York, UK
| | | | - Johan Severens
- Institute of Health Policy and Management, Erasmus University, Rotterdam, the Netherlands
| | - Jos Kleijnen
- School for Public Health and Primary Care (CAPHRI), Maastricht University, Maastricht, the Netherlands
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Colorectal liver metastases are more often super wild type. Toward treatment based on metastatic site genotyping? Target Oncol 2014; 10:415-21. [PMID: 25420993 DOI: 10.1007/s11523-014-0346-5] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2014] [Accepted: 11/12/2014] [Indexed: 12/14/2022]
Abstract
Recent data showed that metastatic colorectal (mCRC) tumors exhibiting extended RAS-BRAF mutations were resistant to anti-epidermal growth factor receptor (EGFR) monoclonal antibodies, making these drugs suitable for the so-called "super" wild-type (WT) patients only. This study aimed to compare the extended RAS-BRAF mutation frequency and characteristics according to location of tumor sampling. All consecutive mCRC specimens (N = 1659) referred to our institution from January 2008 till June 2014 were included in the analysis. Tumor genotyping (first for KRAS exon 2, then for BRAF exon 15, and later for KRAS exons 2, 3, and 4 and NRAS exons 2, 3, and 4) was performed with high-resolution melting analysis or allelic discrimination. The factors predicting for the presence of mutation were explored using multivariate binary logistic regression. Overall, the prevalence of KRAS exon 2 was 36.8%, and it was lower in liver metastases (N = 138/490; 28.2%) in comparison with primary tumors (N = 442/1086; 40.7%), lung metastases (16/32; 50%), or other metastatic sites (15/51; 29.4%; P < 0.0001). Similarly, in the 1428 samples analyzed, BRAF mutations were less often found in liver metastases (N = 9/396; 2.3%) as compared to primary tumors (N = 79/959; 8.2%), lung metastases (N = 2/29; 6.9%), or other metastatic locations (N = 2/44; 4.5%; P < 0.0002). Overall occurrence of extended RAS mutation was 51.7%. Of the 503 samples tested, the prevalence of extended RAS-BRAF mutations was twice as low in liver metastases (N = 53/151; 34.2 %) as compared to primary tumors (N = 191/322; 59.3%, P < 0.0001). Univariate analysis identified age ≤65 years, male gender, and liver localization as predictors of super WT status. At multivariate analysis, only liver metastases were retained (RR 2.85 [95% CI 1.91-4.30]). Colorectal liver metastases are twice as likely to exhibit a super WT genotype as compared to other tumor locations independently from other factors. This molecular feature has the potential to influence therapeutic strategy in mCRC patients.
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Bartley AN, Hamilton SR. Select biomarkers for tumors of the gastrointestinal tract: present and future. Arch Pathol Lab Med 2014; 139:457-68. [PMID: 25333834 DOI: 10.5858/arpa.2014-0189-ra] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
CONTEXT Advances in molecular biomarkers of the gastrointestinal tract have contributed to a decline in the incidence of and mortality from diseases of the gastrointestinal tract. The discovery and clinical validation of new biomarkers are important to personalized cancer therapy, and numerous clinical trials are currently ongoing to help identify individualized therapy affecting these biomarkers and molecular mechanisms they represent. Distinct molecular pathways leading to cancers of the colorectum, esophagus, stomach, small bowel, and pancreas have been identified. Using biomarkers in these pathways to direct patient care, including selection of proper molecular testing for identification of actionable mutations and reporting the results of these biomarkers to guide clinicians and genetic counselors, is paramount. OBJECTIVE To examine and review select clinically actionable biomarkers of the colon, esophagus, stomach, small bowel, and pancreas, including present and future biomarkers with relevant clinical trials. DATA SOURCES Extensive literature review and practical and consultation experience of the authors. CONCLUSIONS Although numerous biomarkers have been identified and are currently guiding patient therapy, few have shown evidence of clinical utility in the management of patients with gastrointestinal cancers. Inconsistent results and discordant proposed algorithms for testing were identified throughout the literature; however, the potential for biomarkers to improve outcomes for patients with gastrointestinal cancer remains high. Continued advances through high-quality studies are needed.
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Affiliation(s)
- Angela N Bartley
- From Molecular Diagnostics, Department of Pathology, St. Joseph Mercy Hospital, Ypsilanti, Michigan (Dr Bartley); and the Division of Pathology and Laboratory Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas (Dr Hamilton)
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Wong NACS, Gonzalez D, Salto-Tellez M, Butler R, Diaz-Cano SJ, Ilyas M, Newman W, Shaw E, Taniere P, Walsh SV. RAS testing of colorectal carcinoma—a guidance document from the Association of Clinical Pathologists Molecular Pathology and Diagnostics Group. J Clin Pathol 2014; 67:751-7. [PMID: 24996433 DOI: 10.1136/jclinpath-2014-202467] [Citation(s) in RCA: 55] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
Analysis of colorectal carcinoma (CRC) tissue for KRAS codon 12 or 13 mutations to guide use of anti-epidermal growth factor receptor (EGFR) therapy is now considered mandatory in the UK. The scope of this practice has been recently extended because of data indicating that NRAS mutations and additional KRAS mutations also predict for poor response to anti-EGFR therapy. The following document provides guidance on RAS (i.e., KRAS and NRAS) testing of CRC tissue in the setting of personalised medicine within the UK and particularly within the NHS. This guidance covers issues related to case selection, preanalytical aspects, analysis and interpretation of such RAS testing.
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Paliogiannis P, Cossu A, Tanda F, Palmieri G, Palomba G. KRAS mutational concordance between primary and metastatic colorectal adenocarcinoma. Oncol Lett 2014; 8:1422-1426. [PMID: 25202344 PMCID: PMC4156255 DOI: 10.3892/ol.2014.2411] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2013] [Accepted: 06/15/2014] [Indexed: 02/07/2023] Open
Abstract
KRAS mutation analysis is commonly performed on tissue samples obtained from primary colorectal cancers (CRCs). The metastatic lesions of CRC are usually considered as qualitatively similar or even identical to the primary tumors. The aim of this study was to evaluate the spectrum and distribution of KRAS mutations in a large collection of CRCs, while also evaluating the concordance of primary and metastatic lesions among available paired specimens from the same patients. A total of 729 patients with histologically confirmed advanced CRC at the University Hospital and Local Health Unit (Sassari, Italy) were included. Clinical and pathological features were obtained from medical records and/or pathology reports. Formalin-fixed, paraffin-embedded tissue samples were used for mutation analysis. Genomic DNA was isolated using a standard protocol; the coding sequence and splice junctions of exons 2 and 3 in the KRAS gene were screened by direct automated sequencing. Overall, 219 (30%) KRAS mutations were found; 208 (30.1%) were identified in the 690 primary tumors and 11 (28.2%) in the 39 metastatic tissue samples. Among the 31 (4.3%) patients who had paired samples of primary CRC and synchronous or asynchronous metastases, 28 (90.3%) showed consistent mutation patterns between the primary tumors and metastatic lesions. In one case, an additive mutation (Q61L) was found in the metastatic tissue, while two other discrepant cases exhibited a different mutation distribution; Q61H in the primitive lesion and G13V in the metastatic lesion in one case, and a mutated primary tumor (Q61L) and wild-type metastasis in another case. The results of this study confirm that a high concordance exists between the results of KRAS mutation analysis performed in primitive and metastatic CRCs; independent subclones may be generated in a limited amount of patients.
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Affiliation(s)
- Panagiotis Paliogiannis
- Department of Surgical, Microsurgical and Medical Sciences, University of Sassari, Sassari I-07100, Italy
| | - Antonio Cossu
- Department of Surgical, Microsurgical and Medical Sciences, University of Sassari, Sassari I-07100, Italy
| | - Francesco Tanda
- Department of Surgical, Microsurgical and Medical Sciences, University of Sassari, Sassari I-07100, Italy
| | - Giuseppe Palmieri
- Institute of Biomolecular Chemistry, Cancer Genetics Unit, National Research Council, Sassari I-07040, Italy
| | - Grazia Palomba
- Institute of Biomolecular Chemistry, Cancer Genetics Unit, National Research Council, Sassari I-07040, Italy
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Osumi H, Matsusaka S, Shinozaki E, Suenaga M, Mingyon M, Saiura A, Ueno M, Mizunuma N, Yamaguchi T. Acquired drug resistance conferred by a KRAS gene mutation following the administration of cetuximab: a case report. BMC Res Notes 2013; 6:508. [PMID: 24304820 PMCID: PMC3866299 DOI: 10.1186/1756-0500-6-508] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2013] [Accepted: 11/28/2013] [Indexed: 01/04/2023] Open
Abstract
Background Although a number of studies have reported acquired drug resistance due to administration of epidermal growth factor receptor antibody inhibitors, the underlying causes of this phenomenon remain unclear. Case presentation Here we report a case of a 75-year-old man with liver metastasis at 3 years after a successful transverse colectomy to treat KRAS wild-type colorectal cancer. While initial administration of epidermal growth factor receptor inhibitors proved effective, continued use of the same treatment resulted in new peritoneal seeding. An acquired KRAS mutation was found in a resected tissue specimen from one such area. This mutation, possibly caused by administration of epidermal growth factor receptor inhibitors, appears to have conferred drug resistance. Conclusion The present findings suggest that administration of epidermal growth factor receptor inhibitors results in an acquired KRAS mutation that confers drug resistance.
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Affiliation(s)
| | - Satoshi Matsusaka
- Department of Gastroenterology, Cancer Institute Hospital of Japanese Foundation for Cancer Research, 3-8-31 Ariake, 135-8550, Koto-ku, Tokyo, Japan.
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Malapelle U, Carlomagno C, de Luca C, Bellevicine C, Troncone G. KRAS testing in metastatic colorectal carcinoma: challenges, controversies, breakthroughs and beyond. J Clin Pathol 2013; 67:1-9. [DOI: 10.1136/jclinpath-2013-201835] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
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