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Massively parallel phenotyping of coding variants in cancer with Perturb-seq. Nat Biotechnol 2022; 40:896-905. [DOI: 10.1038/s41587-021-01160-7] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2020] [Accepted: 11/11/2021] [Indexed: 02/08/2023]
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2
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Tripathi S, Dsouza NR, Mathison AJ, Leverence E, Urrutia R, Zimmermann MT. Enhanced interpretation of 935 hotspot and non-hotspot RAS variants using evidence-based structural bioinformatics. Comput Struct Biotechnol J 2022; 20:117-127. [PMID: 34976316 PMCID: PMC8688876 DOI: 10.1016/j.csbj.2021.12.007] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2021] [Revised: 12/05/2021] [Accepted: 12/05/2021] [Indexed: 12/30/2022] Open
Abstract
In the current study, we report computational scores for advancing genomic interpretation of disease-associated genomic variation in members of the RAS family of genes. For this purpose, we applied 31 sequence- and 3D structure-based computational scores, chosen by their breadth of biophysical properties. We parametrized our data by assembling a numerically homogenized experimentally-derived dataset, which when use in our calculations reveal that computational scores using 3D structure highly correlate with experimental measures (e.g., GAP-mediated hydrolysis RSpearman = 0.80 and RAF affinity Rspearman = 0.82), while sequence-based scores are discordant with this data. Performing all-against-all comparisons, we applied this parametrized modeling approach to the study of 935 RAS variants from 7 RAS genes, which led us to identify 4 groups of mutations according to distinct biochemical scores within each group. Each group was comprised of hotspot and non-hotspot KRAS variants, indicating that poorly characterized variants could functionally behave like pathogenic mutations. Combining computational scores using dimensionality reduction indicated that changes to local unfolding propensity associate with changes in enzyme activity by genomic variants. Hence, our systematic approach, combining methodologies from both clinical genomics and 3D structural bioinformatics, represents an expansion for interpreting genomic data, provides information of mechanistic value, and that is transferable to other proteins.
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Affiliation(s)
- Swarnendu Tripathi
- Bioinformatics Research and Development Laboratory, Genomic Sciences and Precision Medicine Center (GSPMC), Medical College of Wisconsin, Milwaukee, WI 53226, USA.,Department of Structural Biology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Nikita R Dsouza
- Bioinformatics Research and Development Laboratory, Genomic Sciences and Precision Medicine Center (GSPMC), Medical College of Wisconsin, Milwaukee, WI 53226, USA
| | - Angela J Mathison
- Genomic Sciences and Precision Medicine Center (GSPMC), Medical College of Wisconsin, Milwaukee, WI 53226, USA.,Division of Research, Department of Surgery, Medical College of Wisconsin, Milwaukee, WI 53226, USA
| | - Elise Leverence
- Genomic Sciences and Precision Medicine Center (GSPMC), Medical College of Wisconsin, Milwaukee, WI 53226, USA
| | - Raul Urrutia
- Genomic Sciences and Precision Medicine Center (GSPMC), Medical College of Wisconsin, Milwaukee, WI 53226, USA.,Division of Research, Department of Surgery, Medical College of Wisconsin, Milwaukee, WI 53226, USA.,Department of Biochemistry, Medical College of Wisconsin, Milwaukee, WI 53226, USA
| | - Michael T Zimmermann
- Bioinformatics Research and Development Laboratory, Genomic Sciences and Precision Medicine Center (GSPMC), Medical College of Wisconsin, Milwaukee, WI 53226, USA.,Clinical and Translational Sciences Institute, Medical College of Wisconsin, Milwaukee, WI 53226, USA.,Department of Biochemistry, Medical College of Wisconsin, Milwaukee, WI 53226, USA
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Koopman B, Groen HJ, Ligtenberg MJ, Grünberg K, Monkhorst K, de Langen AJ, Boelens MC, Paats MS, von der Thüsen JH, Dinjens WN, Solleveld N, van Wezel T, Gelderblom H, Hendriks LE, Speel EM, Theunissen TE, Kroeze LI, Mehra N, Piet B, van der Wekken AJ, ter Elst A, Timens W, Willems SM, Meijers RW, de Leng WW, van Lindert AS, Radonic T, Hashemi SM, Heideman DA, Schuuring E, van Kempen LC. Multicenter Comparison of Molecular Tumor Boards in The Netherlands: Definition, Composition, Methods, and Targeted Therapy Recommendations. Oncologist 2021; 26:e1347-e1358. [PMID: 33111480 PMCID: PMC8342588 DOI: 10.1002/onco.13580] [Citation(s) in RCA: 27] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2020] [Accepted: 09/25/2020] [Indexed: 12/25/2022] Open
Abstract
BACKGROUND Molecular tumor boards (MTBs) provide rational, genomics-driven, patient-tailored treatment recommendations. Worldwide, MTBs differ in terms of scope, composition, methods, and recommendations. This study aimed to assess differences in methods and agreement in treatment recommendations among MTBs from tertiary cancer referral centers in The Netherlands. MATERIALS AND METHODS MTBs from all tertiary cancer referral centers in The Netherlands were invited to participate. A survey assessing scope, value, logistics, composition, decision-making method, reporting, and registration of the MTBs was completed through on-site interviews with members from each MTB. Targeted therapy recommendations were compared using 10 anonymized cases. Participating MTBs were asked to provide a treatment recommendation in accordance with their own methods. Agreement was based on which molecular alteration(s) was considered actionable with the next line of targeted therapy. RESULTS Interviews with 24 members of eight MTBs revealed that all participating MTBs focused on rare or complex mutational cancer profiles, operated independently of cancer type-specific multidisciplinary teams, and consisted of at least (thoracic and/or medical) oncologists, pathologists, and clinical scientists in molecular pathology. Differences were the types of cancer discussed and the methods used to achieve a recommendation. Nevertheless, agreement among MTB recommendations, based on identified actionable molecular alteration(s), was high for the 10 evaluated cases (86%). CONCLUSION MTBs associated with tertiary cancer referral centers in The Netherlands are similar in setup and reach a high agreement in recommendations for rare or complex mutational cancer profiles. We propose a "Dutch MTB model" for an optimal, collaborative, and nationally aligned MTB workflow. IMPLICATIONS FOR PRACTICE Interpretation of genomic analyses for optimal choice of target therapy for patients with cancer is becoming increasingly complex. A molecular tumor board (MTB) supports oncologists in rationalizing therapy options. However, there is no consensus on the most optimal setup for an MTB, which can affect the quality of recommendations. This study reveals that the eight MTBs associated with tertiary cancer referral centers in The Netherlands are similar in setup and reach a high agreement in recommendations for rare or complex mutational profiles. The Dutch MTB model is based on a collaborative and nationally aligned workflow with interinstitutional collaboration and data sharing.
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Affiliation(s)
- Bart Koopman
- Department of Pathology and Medical Biology, University of Groningen, University Medical Center GroningenGroningenThe Netherlands
| | - Harry J.M. Groen
- Department of Pulmonary Diseases, University of Groningen, University Medical Center GroningenGroningenThe Netherlands
| | - Marjolijn J.L. Ligtenberg
- Department of Pathology, Radboud University Medical CenterNijmegenThe Netherlands
- Department of Human Genetics, Radboud University Medical CenterNijmegenThe Netherlands
| | - Katrien Grünberg
- Department of Pathology, Radboud University Medical CenterNijmegenThe Netherlands
| | - Kim Monkhorst
- Department of Pathology, Netherlands Cancer InstituteAmsterdamThe Netherlands
| | - Adrianus J. de Langen
- Department of Thoracic Oncology, Netherlands Cancer InstituteAmsterdamThe Netherlands
| | - Mirjam C. Boelens
- Department of Pathology, Netherlands Cancer InstituteAmsterdamThe Netherlands
| | - Marthe S. Paats
- Department of Pulmonary Medicine, Erasmus Medical Center, University Medical Center RotterdamRotterdamThe Netherlands
| | - Jan H. von der Thüsen
- Department of Pathology, Erasmus Medical Center, University Medical Center RotterdamRotterdamThe Netherlands
| | - Winand N.M. Dinjens
- Department of Pathology, Erasmus Medical Center, University Medical Center RotterdamRotterdamThe Netherlands
| | - Nienke Solleveld
- Department of Pathology, Leiden University Medical CenterLeidenThe Netherlands
| | - Tom van Wezel
- Department of Pathology, Netherlands Cancer InstituteAmsterdamThe Netherlands
- Department of Pathology, Leiden University Medical CenterLeidenThe Netherlands
| | - Hans Gelderblom
- Department of Medical Oncology, Leiden University Medical CenterLeidenThe Netherlands
| | - Lizza E. Hendriks
- Department of Pulmonary Diseases, GROW‐School for Oncology and Developmental Biology, Maastricht University Medical CenterMaastrichtThe Netherlands
| | - Ernst‐Jan M. Speel
- Department of Pathology, GROW‐School for Oncology and Developmental Biology, Maastricht University Medical CenterMaastrichtThe Netherlands
| | - Tom E. Theunissen
- Department of Pathology, GROW‐School for Oncology and Developmental Biology, Maastricht University Medical CenterMaastrichtThe Netherlands
| | - Leonie I. Kroeze
- Department of Pathology, Radboud University Medical CenterNijmegenThe Netherlands
| | - Niven Mehra
- Department of Medical Oncology, Radboud University Medical CenterNijmegenThe Netherlands
| | - Berber Piet
- Department of Pulmonary Diseases, Radboud University Medical CenterNijmegenThe Netherlands
| | - Anthonie J. van der Wekken
- Department of Pulmonary Diseases, University of Groningen, University Medical Center GroningenGroningenThe Netherlands
| | - Arja ter Elst
- Department of Pathology and Medical Biology, University of Groningen, University Medical Center GroningenGroningenThe Netherlands
| | - Wim Timens
- Department of Pathology and Medical Biology, University of Groningen, University Medical Center GroningenGroningenThe Netherlands
| | - Stefan M. Willems
- Department of Pathology and Medical Biology, University of Groningen, University Medical Center GroningenGroningenThe Netherlands
- Department of Pathology, University Medical Center UtrechtUtrechtThe Netherlands
| | - Ruud W.J. Meijers
- Department of Pathology, University Medical Center UtrechtUtrechtThe Netherlands
| | - Wendy W.J. de Leng
- Department of Pathology, University Medical Center UtrechtUtrechtThe Netherlands
| | | | - Teodora Radonic
- Department of Pathology, Cancer Center Amsterdam, Amsterdam University Medical Center, Vrije Universiteit AmsterdamAmsterdamThe Netherlands
| | - Sayed M.S. Hashemi
- Department of Pulmonary Diseases, Cancer Center Amsterdam, Amsterdam University Medical Center, Vrije Universiteit AmsterdamAmsterdamThe Netherlands
| | - Daniëlle A.M. Heideman
- Department of Pathology, Cancer Center Amsterdam, Amsterdam University Medical Center, Vrije Universiteit AmsterdamAmsterdamThe Netherlands
| | - Ed Schuuring
- Department of Pathology and Medical Biology, University of Groningen, University Medical Center GroningenGroningenThe Netherlands
| | - Léon C. van Kempen
- Department of Pathology and Medical Biology, University of Groningen, University Medical Center GroningenGroningenThe Netherlands
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Muñoz-Maldonado C, Zimmer Y, Medová M. A Comparative Analysis of Individual RAS Mutations in Cancer Biology. Front Oncol 2019; 9:1088. [PMID: 31681616 PMCID: PMC6813200 DOI: 10.3389/fonc.2019.01088] [Citation(s) in RCA: 135] [Impact Index Per Article: 27.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2019] [Accepted: 10/02/2019] [Indexed: 01/15/2023] Open
Abstract
In human cells, three closely related RAS genes, termed HRAS, KRAS, and NRAS, encode four highly homologous proteins. RAS proteins are small GTPases involved in a broad spectrum of key molecular and cellular activities, including proliferation and survival among others. Gain-of-function missense mutations, mostly located at codons 12, 13, and 61, constitutively activate RAS proteins and can be detected in various types of human cancers. KRAS is the most frequently mutated, followed by NRAS and HRAS. However, each isoform exhibits distinctive mutation frequency at each codon, supporting the hypothesis that different RAS mutants may lead to distinct biologic manifestations. This review is focused on the differences in signaling and phenotype, as well as on transcriptomics, proteomics, and metabolomics profiles related to individual RAS-mutated variants. Additionally, association of these mutants with particular targeted outcomes and rare mutations at additional RAS codons are discussed.
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Affiliation(s)
- Carmen Muñoz-Maldonado
- Department of Radiation Oncology, Inselspital, Bern University Hospital, Bern, Switzerland.,Radiation Oncology, Department for BioMedical Research, University of Bern, Bern, Switzerland
| | - Yitzhak Zimmer
- Department of Radiation Oncology, Inselspital, Bern University Hospital, Bern, Switzerland.,Radiation Oncology, Department for BioMedical Research, University of Bern, Bern, Switzerland
| | - Michaela Medová
- Department of Radiation Oncology, Inselspital, Bern University Hospital, Bern, Switzerland.,Radiation Oncology, Department for BioMedical Research, University of Bern, Bern, Switzerland
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5
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Costigan DC, Dong F. The extended spectrum of RAS-MAPK pathway mutations in colorectal cancer. Genes Chromosomes Cancer 2019; 59:152-159. [PMID: 31589789 DOI: 10.1002/gcc.22813] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2019] [Revised: 10/01/2019] [Accepted: 10/02/2019] [Indexed: 01/07/2023] Open
Abstract
Current clinical guidelines recommend mutation analysis for select codons in KRAS and NRAS exons 2, 3, and 4 and BRAF V600E to guide therapy selection and prognostic stratification in advanced colorectal cancer. This study evaluates the impact of extended molecular testing on the detection of RAS-MAPK pathway mutations. Panel next-generation sequencing results of colorectal cancer specimens from 5795 individuals from the American Association for Cancer Research Project Genomics Evidence Neoplasia Information Exchange (AACR Project GENIE) were included. Mutations in RAS-MAPK pathway genes were analyzed and functionally annotated. Colorectal cancers had recurrent pathogenic pathway activating mutations in KRAS (44%), NRAS (4%), HRAS (<1%), BRAF (10%), MAP2K1 (1%), RAF1 (<1%), and PTPN11 (<1%). The proportion of colorectal cancers with pathogenic RAS pathway mutations was 37% when only KRAS codon 12 and 13 mutations were considered, 46% when also including select KRAS and NRAS exons 2, 3, and 4 mutations, 53% when including BRAF V600E mutations, and 56% when including all pathogenic mutations. Panel next-generation sequencing testing identifies additional RAS-MAPK pathway driver mutations beyond current guideline recommendations. These mutations have potential implications in treatment selection for patients with advanced colorectal cancer.
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Affiliation(s)
- Danielle C Costigan
- Department of Pathology, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Fei Dong
- Department of Pathology, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
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6
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Tripathi K, Garg M. Mechanistic regulation of epithelial-to-mesenchymal transition through RAS signaling pathway and therapeutic implications in human cancer. J Cell Commun Signal 2018; 12:513-527. [PMID: 29330773 PMCID: PMC6039341 DOI: 10.1007/s12079-017-0441-3] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2017] [Accepted: 12/07/2017] [Indexed: 02/06/2023] Open
Abstract
RAS effector signaling instead of being simple, unidirectional and linear cascade, is actually recognized as highly complex and dynamic signaling network. RAF-MEK-ERK cascade, being at the center of complex signaling network, links to multiple scaffold proteins through feed forward and feedback mechanisms and dynamically regulate tumor initiation and progression. Three isoforms of Ras harbor mutations in a cell and tissue specific manner. Besides mutations, their epigenetic silencing also attributes them to exhibit oncogenic activities. Recent evidences support the functions of RAS oncoproteins in the acquisition of tumor cells with Epithelial-to-mesenchymal transition (EMT) features/ epithelial plasticity, enhanced metastatic potential and poor patient survival. Google Scholar electronic databases and PubMed were searched for original papers and reviews available till date to collect information on stimulation of EMT core inducers in a Ras driven cancer and their regulation in metastatic spread. Improved understanding of the mechanistic basis of regulatory interactions of microRNAs (miRs) and EMT by reprogramming the expression of targets in Ras activated cancer, may help in designing effective anticancer therapies. Apparent lack of adverse events associated with the delivery of miRs and tissue response make 'drug target miRNA' an ideal therapeutic tool to achieve progression free clinical response.
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Affiliation(s)
- Kiran Tripathi
- Department of Biochemistry, University of Lucknow, Lucknow, 226007, India
| | - Minal Garg
- Department of Biochemistry, University of Lucknow, Lucknow, 226007, India.
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Amikura K, Akagi K, Ogura T, Takahashi A, Sakamoto H. The RAS mutation status predicts survival in patients undergoing hepatic resection for colorectal liver metastases: The results from a genetic analysis of all-RAS. J Surg Oncol 2017; 117:745-755. [PMID: 29194647 DOI: 10.1002/jso.24910] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2017] [Accepted: 10/19/2017] [Indexed: 12/23/2022]
Abstract
INTRODUCTION We investigated the impact of mutations in KRAS exons 3-4 and NRAS exons 2-3 in addition to KRAS exon 2, so-called all-RAS mutations, in patients with colorectal liver metastasis (CLM) undergoing hepatic resection. METHODS We analyzed 421 samples from CLM patients for their all-RAS mutation status to compare the overall survival rate (OS), recurrence-free survival rate (RFS), and the pattern of recurrence between the patients with and without RAS mutations. RESULTS RAS mutations were detected in 191 (43.8%). Thirty-two rare mutations (12.2%) were detected in 262 patients with KRAS exon 2 wild-type. After excluding 79 patients who received anti-EGFR antibody therapy, 168 were classified as all-RAS wild-type, and 174 as RAS mutant-type. A multivariate analysis of factors associated with OS and RFS identified the RAS status as an independent factor (OS; hazard ratio [HR] = 1.672, P = 0.0031, RFS; HR = 1.703, P = 0.0024). Recurrence with lung metastasis was observed significantly more frequent in patients with RAS mutations than in patients with RAS wild-type (P = 0.0005). CONCLUSIONS Approximately half of CLM patients may have a RAS mutation. CLM patients with RAS mutations had a significantly worse survival rate in comparison to patients with RAS wild-type, regardless of the administration of anti-EGFR antibody therapy.
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Affiliation(s)
- Katsumi Amikura
- Department of Gastroenterological Surgery, Saitama Cancer Center, Saitama, Japan
| | - Kiwamu Akagi
- Department of Molecular Diagnosis and Cancer Prevention, Saitama Cancer Center, Saitama, Japan
| | - Toshiro Ogura
- Department of Hepato-Biliary-Pancreatic Surgery, Graduate School of Medicine, Tokyo Medical and Dental University, Tokyo, Japan
| | - Amane Takahashi
- Department of Gastroenterological Surgery, Saitama Cancer Center, Saitama, Japan
| | - Hirohiko Sakamoto
- Department of Gastroenterological Surgery, Saitama Cancer Center, Saitama, Japan
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Sanders H, Qu K, Li H, Ma L, Barlan C, Zhang X, Prentice J, Wolfson D, Crossley B, Sferruzza A, Sninsky J, Ross D, Grupe A, Catanese J, Hantash F, Waldman F. Mutation Yield of a 34-Gene Solid Tumor Panel in Community-Based Tumor Samples. Mol Diagn Ther 2017; 20:241-53. [PMID: 27084556 DOI: 10.1007/s40291-016-0197-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
BACKGROUND Several targeted therapies have been approved for treatment of solid tumors. Identification of gene mutations that indicate response to these therapies is rapidly progressing. A 34-gene next-generation sequencing (NGS) panel, developed and validated by us, was evaluated to detect additional mutations in community-based cancer specimens initially sent to our reference laboratory for routine molecular testing. METHODS Consecutive de-identified clinical specimens (n = 121) from melanoma cases (n = 31), lung cancer cases (n = 27), colorectal cancer cases (n = 33), and breast cancer cases (n = 30) were profiled by NGS, and the results were compared with routine molecular testing. RESULTS Upon initial mutation testing, 20 % (24/121) were positive. NGS detected ≥1 additional mutation not identified by routine testing in 74 % of specimens (90/121). Of the specimens with additional mutations, 16 harbored mutations in National Comprehensive Cancer Network guideline genes. These various additional mutations were in gene regions not routinely covered, in genes not routinely tested, and/or present at low allele frequencies. Moreover, NGS yielded no false negatives. Overall, NGS detected mutations in 59 % of the genes (20/34) included in the panel, 75 % of which (15/20) were detected in multiple tumor types. Mutations in TP53 were found in 51 % of tumors tested (62/121). Mutations in at least one other (non-TP53) gene present in the panel were detected in 64 % of cases (77/121). CONCLUSION This assay provides improved breadth and sensitivity for profiling clinically relevant genes in these prevalent solid tumor types.
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Affiliation(s)
- Heather Sanders
- Department of Hematology and Oncology, Quest Diagnostics Nichols Institute, 33608 Ortega Highway, San Juan Capistrano, CA, 92675, USA.
| | - Kevin Qu
- Department of Hematology and Oncology, Quest Diagnostics Nichols Institute, 33608 Ortega Highway, San Juan Capistrano, CA, 92675, USA
| | - Hairong Li
- Department of Hematology and Oncology, Quest Diagnostics Nichols Institute, 33608 Ortega Highway, San Juan Capistrano, CA, 92675, USA
| | - Lin Ma
- Department of Hematology and Oncology, Quest Diagnostics Nichols Institute, 33608 Ortega Highway, San Juan Capistrano, CA, 92675, USA
| | - Cindy Barlan
- Department of Hematology and Oncology, Quest Diagnostics Nichols Institute, 33608 Ortega Highway, San Juan Capistrano, CA, 92675, USA
| | - Xi Zhang
- Department of Hematology and Oncology, Quest Diagnostics Nichols Institute, 33608 Ortega Highway, San Juan Capistrano, CA, 92675, USA
| | - James Prentice
- Department of Hematology and Oncology, Quest Diagnostics Nichols Institute, 33608 Ortega Highway, San Juan Capistrano, CA, 92675, USA
| | | | - Beryl Crossley
- Department of Hematology and Oncology, Quest Diagnostics Nichols Institute, 33608 Ortega Highway, San Juan Capistrano, CA, 92675, USA
| | - Anthony Sferruzza
- Department of Hematology and Oncology, Quest Diagnostics Nichols Institute, 33608 Ortega Highway, San Juan Capistrano, CA, 92675, USA
| | | | | | | | | | - Feras Hantash
- Department of Hematology and Oncology, Quest Diagnostics Nichols Institute, 33608 Ortega Highway, San Juan Capistrano, CA, 92675, USA
| | - Frederic Waldman
- Department of Hematology and Oncology, Quest Diagnostics Nichols Institute, 33608 Ortega Highway, San Juan Capistrano, CA, 92675, USA
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Fujiyoshi K, Yamaguchi T, Kakuta M, Takahashi A, Arai Y, Yamada M, Yamamoto G, Ohde S, Takao M, Horiguchi SI, Natsume S, Kazama S, Nishizawa Y, Nishimura Y, Akagi Y, Sakamoto H, Akagi K. Predictive model for high-frequency microsatellite instability in colorectal cancer patients over 50 years of age. Cancer Med 2017; 6:1255-1263. [PMID: 28544821 PMCID: PMC5463087 DOI: 10.1002/cam4.1088] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2017] [Revised: 04/02/2017] [Accepted: 04/09/2017] [Indexed: 12/19/2022] Open
Abstract
Microsatellite instability (MSI) is an important biomarker for screening for Lynch syndrome, and also of response to immune checkpoint inhibitors. The aim of this study is to create a predictive model to determine which elderly patients with colorectal cancer (CRC) should undergo MSI and/or immunohistochemistry testing on the basis of clinicopathological data. We analyzed a test cohort of CRC patients aged ≥50 years (n = 2219) by multivariate logistic regression analyses to identify predictors of high‐frequency MSI (MSI‐H). The created prediction model was validated in an external cohort (n = 992). The frequency of MSI‐H was 5.5% among CRC patients aged ≥ 50 years. The following five predictors of MSI‐H were identified in the test cohort: female (1 point), mucinous component (2 points), tumor size ≥ 60 mm (2 points), location in proximal colon (3 points), and BRAF mutation (6 points). The area under curve (AUC) in the receiver‐operating characteristic (ROC) analysis of this prediction model was 0.832 (95% confidence interval: 0.790–0.874). The sensitivity and specificity were 74.4% and 77.7%, respectively, for a cut‐off score of 4 points. The receiver‐operating characteristic curve of the validation cohort also showed an AUC of 0.856 (95% CI: 0.806–0.905). This prediction model is useful to select elderly CRC patients who should undergo MSI testing, and who may benefit from treatment with 5‐FU‐based adjuvant chemotherapy and cancer immunotherapy.
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Affiliation(s)
- Kenji Fujiyoshi
- Division of Molecular Diagnosis and Cancer Prevention, Saitama Cancer Center, Saitama, Japan.,Department of Surgery, Kurume University, Fukuoka, Japan
| | - Tatsuro Yamaguchi
- Department of Surgery, Tokyo Metropolitan Cancer and Infectious Diseases Center Komagome Hospital, Tokyo, Japan.,Hereditary Tumor Research Project, Tokyo Metropolitan Cancer and Infectious Diseases Center Komagome Hospital, Tokyo, Japan
| | - Miho Kakuta
- Division of Molecular Diagnosis and Cancer Prevention, Saitama Cancer Center, Saitama, Japan
| | - Akemi Takahashi
- Division of Molecular Diagnosis and Cancer Prevention, Saitama Cancer Center, Saitama, Japan
| | - Yoshiko Arai
- Division of Molecular Diagnosis and Cancer Prevention, Saitama Cancer Center, Saitama, Japan
| | - Mina Yamada
- Division of Molecular Diagnosis and Cancer Prevention, Saitama Cancer Center, Saitama, Japan
| | - Gou Yamamoto
- Division of Molecular Diagnosis and Cancer Prevention, Saitama Cancer Center, Saitama, Japan
| | - Sachiko Ohde
- Center for Clinical Epidemiology, Graduate School of Public Health Planning Office, St. Luke's International University, OMURA Susumu & Mieko Memorial, St. Luke's Center for Clinical Academia, Tokyo, Japan
| | - Misato Takao
- Department of Surgery, Tokyo Metropolitan Cancer and Infectious Diseases Center Komagome Hospital, Tokyo, Japan.,Department of Digestive Tract and General Surgery, Saitama Medical Center, Saitama Medical University, Saitama, Japan
| | - Shin-Ichiro Horiguchi
- Department of Pathology, Tokyo Metropolitan Cancer and Infectious Diseases Center Komagome Hospital, Tokyo, Japan
| | - Soichiro Natsume
- Department of Surgery, Tokyo Metropolitan Cancer and Infectious Diseases Center Komagome Hospital, Tokyo, Japan
| | - Shinsuke Kazama
- Division of Gastroenterological Surgery, Saitama Cancer Center, Saitama, Japan
| | - Yusuke Nishizawa
- Division of Gastroenterological Surgery, Saitama Cancer Center, Saitama, Japan
| | - Yoji Nishimura
- Division of Gastroenterological Surgery, Saitama Cancer Center, Saitama, Japan
| | - Yoshito Akagi
- Department of Surgery, Kurume University, Fukuoka, Japan
| | - Hirohiko Sakamoto
- Division of Gastroenterological Surgery, Saitama Cancer Center, Saitama, Japan
| | - Kiwamu Akagi
- Division of Molecular Diagnosis and Cancer Prevention, Saitama Cancer Center, Saitama, Japan
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10
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Noguchi R, Yamaguchi K, Ikenoue T, Terakado Y, Ohta Y, Yamashita N, Kainuma O, Yokoi S, Maru Y, Nagase H, Furukawa Y. Genetic alterations in Japanese extrahepatic biliary tract cancer. Oncol Lett 2017; 14:877-884. [PMID: 28693246 DOI: 10.3892/ol.2017.6224] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2015] [Accepted: 11/30/2016] [Indexed: 02/07/2023] Open
Abstract
Biliary tract cancer (BTC) is one of the most devastating types of malignant neoplasms worldwide. However, the mechanisms underlying the development and progression of BTC remain unresolved. BTC includes extrahepatic bile duct carcinoma (EBDC), gallbladder carcinoma (GBC) and ampulla of Vater carcinoma (AVC), named according to the location of the tumor. Although genetic alterations of intrahepatic cholangiocarcinoma have been investigated, those of EBDC, GBC and AVC have not yet been fully understood. The present study analyzed somatic mutations of 50 cancer-associated genes in 27 Japanese BTC cells, including: 11 EBDC, 14 GBC and 2 AVC. Next-generation sequencing using an Ion AmpliSeq Cancer Panel identified a total of 44 somatic mutations across 14 cancer-associated genes. Among the 44 mutations, 42 were judged as pathological mutations. Frequent mutations were identified in tumor protein 53 (TP53) (14/27), SMAD family member 4 (SMAD4) (6/27), phosphatidylinositol-4,5-bisphosphate 3-kinase, catalytic subunit α (PIK3CA) (6/27), and Kirsten rat sarcoma (KRAS) (6/27); no significant differences were identified between EBDC and GBC tissues. Notably, the frequency of the PIK3CA mutation was higher when compared with previous reports. This result may suggest that the activation of the PIK3CA-protein kinase B signaling pathway, in addition to the abrogation of p53, SMAD4 and RAS mitogen-activated protein kinase may have a crucial role in the carcinogenesis of Japanese BTC. These findings may be useful for the development of personalized therapies for BTC.
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Affiliation(s)
- Rei Noguchi
- Division of Clinical Genome Research, The Institute of Medical Science, The University of Tokyo, Tokyo 108-8639, Japan
| | - Kiyoshi Yamaguchi
- Division of Clinical Genome Research, The Institute of Medical Science, The University of Tokyo, Tokyo 108-8639, Japan
| | - Tsuneo Ikenoue
- Division of Clinical Genome Research, The Institute of Medical Science, The University of Tokyo, Tokyo 108-8639, Japan
| | - Yumi Terakado
- Division of Clinical Genome Research, The Institute of Medical Science, The University of Tokyo, Tokyo 108-8639, Japan
| | - Yasunori Ohta
- Department of Pathology, The Institute of Medical Science, The University of Tokyo, Tokyo 108-8639, Japan
| | - Naohide Yamashita
- Department of Advanced Medical Science, The Institute of Medical Science, The University of Tokyo, Tokyo 108-8639, Japan
| | - Osamu Kainuma
- Department of Gastroenterological Surgery, Chiba Cancer Center Hospital, Chiba 260-8718, Japan
| | - Sana Yokoi
- Division of Translational Genetics, Chiba Cancer Center Research Institute, Chiba 260-8718, Japan
| | - Yoshiaki Maru
- Division of Cancer Genetics, Chiba Cancer Center Research Institute, Chiba 260-8718, Japan
| | - Hiroki Nagase
- Division of Cancer Genetics, Chiba Cancer Center Research Institute, Chiba 260-8718, Japan
| | - Yoichi Furukawa
- Division of Clinical Genome Research, The Institute of Medical Science, The University of Tokyo, Tokyo 108-8639, Japan
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11
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Takane K, Akagi K, Fukuyo M, Yagi K, Takayama T, Kaneda A. DNA methylation epigenotype and clinical features of NRAS-mutation(+) colorectal cancer. Cancer Med 2017; 6:1023-1035. [PMID: 28378457 PMCID: PMC5430106 DOI: 10.1002/cam4.1061] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2017] [Revised: 02/15/2017] [Accepted: 02/26/2017] [Indexed: 12/28/2022] Open
Abstract
Sporadic colorectal cancer (CRC) is classified into several molecular subtypes. We previously established two groups of DNA methylation markers through genome‐wide DNA methylation analysis to classify CRC into distinct subgroups: high‐, intermediate‐, and low‐methylation epigenotypes (HME, IME, and LME, respectively). HME CRC, also called CpG island methylator phenotype (CIMP)‐high CRC, shows methylation of both Group 1 markers (CIMP markers) and Group 2 markers, while IME/CIMP‐low CRC shows methylation of Group 2, but not of Group 1 markers, and LME CRC shows no methylation of either Group 1 or Group 2 markers. While BRAF‐ and KRAS‐mutation(+) CRC strongly correlated with HME and IME, respectively, clinicopathological features of NRAS‐mutation(+) CRC, including association with DNA methylation, remain unclear. To characterize NRAS‐mutation(+) CRC, the methylation levels of 19 methylation marker genes (6 Group 1 and 13 Group 2) were analyzed in 61 NRAS‐mutation(+) and 144 NRAS‐mutation(−) CRC cases by pyrosequencing, and their correlation with clinicopathological features was investigated. Different from KRAS‐mutation(+) CRC,NRAS‐mutation(+) CRC significantly correlated with LME. NRAS‐mutation(+) CRC showed significantly better prognosis than KRAS‐mutation(+) CRC (P = 3 × 10−4). NRAS‐mutation(+) CRC preferentially occurred in elder patients (P = 0.02) and at the distal colon (P = 0.006), showed significantly less lymph vessel invasion (P = 0.002), and correlated with LME (P = 8 × 10−5). DNA methylation significantly accumulated at the proximal colon. NRAS‐mutation(+) CRC may constitute a different subgroup from KRAS‐mutation(+) CRC, showing significant correlation with LME, older age, distal colon, and relatively better prognosis.
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Affiliation(s)
- Kiyoko Takane
- Department of Molecular Oncology, Graduate School of Medicine, Chiba University, Chiba, Japan.,Department of Digestive Surgery and Pathology, Nihon University School of Medicine, Tokyo, Japan
| | - Kiwamu Akagi
- Division of Molecular Diagnosis and Cancer Prevention, Saitama Cancer Center, Saitama, Japan
| | - Masaki Fukuyo
- Department of Molecular Oncology, Graduate School of Medicine, Chiba University, Chiba, Japan
| | - Koichi Yagi
- Department of Gastrointestinal Surgery, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Tadatoshi Takayama
- Department of Digestive Surgery and Pathology, Nihon University School of Medicine, Tokyo, Japan
| | - Atsushi Kaneda
- Department of Molecular Oncology, Graduate School of Medicine, Chiba University, Chiba, Japan
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12
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Fujiyoshi K, Yamamoto G, Takahashi A, Arai Y, Yamada M, Kakuta M, Yamaguchi K, Akagi Y, Nishimura Y, Sakamoto H, Akagi K. High concordance rate of KRAS/BRAF mutations and MSI-H between primary colorectal cancer and corresponding metastases. Oncol Rep 2016; 37:785-792. [PMID: 28000889 DOI: 10.3892/or.2016.5323] [Citation(s) in RCA: 55] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2016] [Accepted: 11/28/2016] [Indexed: 12/15/2022] Open
Abstract
Genetic testing is needed for the treatment of colorectal cancer (CRC), especially molecular-targeted therapy. The effects of anti-EGFR therapy and prognosis are affected by the presence of KRAS mutations. However, whether primary CRC or metastatic tissues are appropriate in the analysis is still unclear. In the present study, we assessed the concordance of KRAS/BRAF mutation status and microsatellite instability (MSI) in primary CRC and corresponding metastases. This study enrolled 457 patients with surgically resected primary and corresponding metastatic CRC (499 synchronous metastases and 57 metachronous metastases) and seven local recurrences, and KRAS/BRAF mutation and MSI status were analysed for these tumours. The concordance rates of KRAS mutation, BRAF mutation, wild-type, MSI-H and MSS between primary CRC and corresponding metastases were 93.9% (214/228), 100% (30/30), 99.3% (304/306), 87.5% (21/24) and 100% (137/137), respectively. These high concordance rates were not different between synchronous and metachronous metastases. In conclusion, a high concordance of KRAS/BRAF mutation status and MSI status was observed between primary CRC and corresponding metastases in this study. Either primary CRC or metastatic tissues can be used for testing KRAS/BRAF mutation status and MSI status.
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Affiliation(s)
- Kenji Fujiyoshi
- Division of Molecular Diagnosis and Cancer Prevention, Saitama Cancer Center, Saitama 362-0806, Japan
| | - Gou Yamamoto
- Division of Molecular Diagnosis and Cancer Prevention, Saitama Cancer Center, Saitama 362-0806, Japan
| | - Akemi Takahashi
- Division of Molecular Diagnosis and Cancer Prevention, Saitama Cancer Center, Saitama 362-0806, Japan
| | - Yoshiko Arai
- Division of Molecular Diagnosis and Cancer Prevention, Saitama Cancer Center, Saitama 362-0806, Japan
| | - Mina Yamada
- Division of Molecular Diagnosis and Cancer Prevention, Saitama Cancer Center, Saitama 362-0806, Japan
| | - Miho Kakuta
- Division of Molecular Diagnosis and Cancer Prevention, Saitama Cancer Center, Saitama 362-0806, Japan
| | - Kensei Yamaguchi
- Department of Gastrointestinal Oncology, Cancer Institute Hospital of Japanese Foundation for Cancer Research, Tokyo 135-8550, Japan
| | - Yoshito Akagi
- Department of Surgery, Kurume University, Fukuoka 830-0011, Japan
| | - Yoji Nishimura
- Divisions of Gastroenterological Surgery, Saitama Cancer Center, Saitama 362-0806, Japan
| | - Hirohiko Sakamoto
- Divisions of Gastroenterological Surgery, Saitama Cancer Center, Saitama 362-0806, Japan
| | - Kiwamu Akagi
- Division of Molecular Diagnosis and Cancer Prevention, Saitama Cancer Center, Saitama 362-0806, Japan
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13
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Mouw KW, Cleary JM, Reardon B, Pike J, Braunstein LZ, Kim J, Amin-Mansour A, Miao D, Damish A, Chin J, Ott PA, Fuchs CS, Martin NE, Getz G, Carter S, Mamon HJ, Hornick JL, Van Allen EM, D'Andrea AD. Genomic Evolution after Chemoradiotherapy in Anal Squamous Cell Carcinoma. Clin Cancer Res 2016; 23:3214-3222. [PMID: 27852700 DOI: 10.1158/1078-0432.ccr-16-2017] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2016] [Revised: 10/27/2016] [Accepted: 10/31/2016] [Indexed: 11/16/2022]
Abstract
Purpose: Squamous cell carcinoma of the anal canal (ASCC) accounts for 2% to 4% of gastrointestinal malignancies in the United States and is increasing in incidence; however, genomic features of ASCC are incompletely characterized. Primary treatment of ASCC involves concurrent chemotherapy and radiation (CRT), but the mutational landscape of resistance to CRT is unknown. Here, we aim to compare mutational features of ASCC in the pre- and post-CRT setting.Experimental Design: We perform whole-exome sequencing of primary (n = 31) and recurrent (n = 30) ASCCs and correlate findings with clinical data. We compare genomic features of matched pre- and post-CRT tumors to identify genomic features of CRT response. Finally, we investigate the mutational underpinnings of an extraordinary ASCC response to immunotherapy.Results: We find that both primary and recurrent ASCC tumors harbor mutations in genes, such as PIK3CA and FBXW7, that are also mutated in other HPV-associated cancers. Overall mutational burden was not significantly different in pre- versus post-CRT tumors, and several examples of shared clonal driver mutations were identified. In two cases, clonally related pre- and post-CRT tumors harbored distinct oncogenic driver mutations in the same cancer gene (KRAS or FBXW7). A patient with recurrent disease achieved an exceptional response to anti-programmed death (PD-1) therapy, and genomic dissection revealed high mutational burden and predicted neoantigen load.Conclusions: We perform comprehensive mutational analysis of ASCC and characterize mutational features associated with CRT. Although many primary and recurrent tumors share driver events, we identify several unique examples of clonal evolution in response to treatment. Clin Cancer Res; 23(12); 3214-22. ©2016 AACR.
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Affiliation(s)
- Kent W Mouw
- Department of Radiation Oncology, Brigham and Women's Hospital, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - James M Cleary
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Brendan Reardon
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.,Broad Institute of MIT and Harvard, Cambridge, Massachusetts
| | - Jonathan Pike
- Department of Radiation Oncology, Brigham and Women's Hospital, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Lior Z Braunstein
- Department of Radiation Oncology, Brigham and Women's Hospital, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Jaegil Kim
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts
| | - Ali Amin-Mansour
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.,Broad Institute of MIT and Harvard, Cambridge, Massachusetts
| | - Diana Miao
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.,Broad Institute of MIT and Harvard, Cambridge, Massachusetts
| | - Alexis Damish
- Department of Radiation Oncology, Brigham and Women's Hospital, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Joanna Chin
- Department of Radiation Oncology, Massachusetts General Hospital, Boston, Massachusetts
| | - Patrick A Ott
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Charles S Fuchs
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Neil E Martin
- Department of Radiation Oncology, Brigham and Women's Hospital, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Gad Getz
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts
| | - Scott Carter
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts.,Center for Cancer Precision Medicine, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Harvey J Mamon
- Department of Radiation Oncology, Brigham and Women's Hospital, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Jason L Hornick
- Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts
| | - Eliezer M Van Allen
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts. .,Broad Institute of MIT and Harvard, Cambridge, Massachusetts
| | - Alan D D'Andrea
- Department of Radiation Oncology, Brigham and Women's Hospital, Dana-Farber Cancer Institute, Boston, Massachusetts. .,Center for DNA Damage and Repair, Dana-Farber Cancer Institute, Boston, Massachusetts.,Ludwig Center at Harvard, Boston, Massachusetts
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14
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Boppudi S, Bögershausen N, Hove H, Percin E, Aslan D, Dvorsky R, Kayhan G, Li Y, Cursiefen C, Tantcheva-Poor I, Toft P, Bartsch O, Lissewski C, Wieland I, Jakubiczka S, Wollnik B, Ahmadian M, Heindl L, Zenker M. Specific mosaicKRASmutations affecting codon 146 cause oculoectodermal syndrome and encephalocraniocutaneous lipomatosis. Clin Genet 2016; 90:334-42. [DOI: 10.1111/cge.12775] [Citation(s) in RCA: 45] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2016] [Revised: 02/29/2016] [Accepted: 03/06/2016] [Indexed: 01/08/2023]
Affiliation(s)
- S. Boppudi
- Institute of Human Genetics; University Hospital Magdeburg, Otto-von-Guericke University; Magdeburg Germany
| | - N. Bögershausen
- Institute of Human Genetics; University Medical Center Goettingen, Georg-August University; Goettingen Germany
- Institute of Human Genetics; University of Cologne; Cologne Germany
| | - H.B. Hove
- Department of Clinical Genetics; Copenhagen University Hospital Rigshospitalet; Copenhagen Denmark
| | - E.F. Percin
- Department of Medical Genetics, Faculty of Medicine; Gazi University; Ankara Turkey
| | - D. Aslan
- Section of Hematology, Department of Pediatrics, Faculty of Medicine; Gazi University; Ankara Turkey
| | - R. Dvorsky
- Institute of Biochemistry and Molecular Biology II, Medical Faculty; Heinrich-Heine-University; Düsseldorf Germany
| | - G. Kayhan
- Department of Medical Genetics, Faculty of Medicine; Gazi University; Ankara Turkey
| | - Y. Li
- Institute of Human Genetics; University Medical Center Goettingen, Georg-August University; Goettingen Germany
- Institute of Human Genetics; University of Cologne; Cologne Germany
| | - C. Cursiefen
- Department of Ophthalmology; University of Cologne; Cologne Germany
| | | | - P.B. Toft
- Department of Ophthalmology; Copenhagen University Hospital Rigshospitalet; Copenhagen Denmark
| | - O. Bartsch
- Institute of Human Genetics; University Medical Centre of the Johannes Gutenberg University Mainz; Mainz Germany
| | - C. Lissewski
- Institute of Human Genetics; University Hospital Magdeburg, Otto-von-Guericke University; Magdeburg Germany
| | - I. Wieland
- Institute of Human Genetics; University Hospital Magdeburg, Otto-von-Guericke University; Magdeburg Germany
| | - S. Jakubiczka
- Institute of Human Genetics; University Hospital Magdeburg, Otto-von-Guericke University; Magdeburg Germany
| | - B. Wollnik
- Institute of Human Genetics; University Medical Center Goettingen, Georg-August University; Goettingen Germany
- Institute of Human Genetics; University of Cologne; Cologne Germany
| | - M.R. Ahmadian
- Institute of Biochemistry and Molecular Biology II, Medical Faculty; Heinrich-Heine-University; Düsseldorf Germany
| | - L.M. Heindl
- Department of Ophthalmology; University of Cologne; Cologne Germany
| | - M. Zenker
- Institute of Human Genetics; University Hospital Magdeburg, Otto-von-Guericke University; Magdeburg Germany
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15
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Lu S, Jang H, Muratcioglu S, Gursoy A, Keskin O, Nussinov R, Zhang J. Ras Conformational Ensembles, Allostery, and Signaling. Chem Rev 2016; 116:6607-65. [PMID: 26815308 DOI: 10.1021/acs.chemrev.5b00542] [Citation(s) in RCA: 253] [Impact Index Per Article: 31.6] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Ras proteins are classical members of small GTPases that function as molecular switches by alternating between inactive GDP-bound and active GTP-bound states. Ras activation is regulated by guanine nucleotide exchange factors that catalyze the exchange of GDP by GTP, and inactivation is terminated by GTPase-activating proteins that accelerate the intrinsic GTP hydrolysis rate by orders of magnitude. In this review, we focus on data that have accumulated over the past few years pertaining to the conformational ensembles and the allosteric regulation of Ras proteins and their interpretation from our conformational landscape standpoint. The Ras ensemble embodies all states, including the ligand-bound conformations, the activated (or inactivated) allosteric modulated states, post-translationally modified states, mutational states, transition states, and nonfunctional states serving as a reservoir for emerging functions. The ensemble is shifted by distinct mutational events, cofactors, post-translational modifications, and different membrane compositions. A better understanding of Ras biology can contribute to therapeutic strategies.
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Affiliation(s)
- Shaoyong Lu
- Department of Pathophysiology, Shanghai Universities E-Institute for Chemical Biology, Key Laboratory of Cell Differentiation and Apoptosis of Chinese Ministry of Education, Shanghai Jiao Tong University, School of Medicine , Shanghai, 200025, China.,Cancer and Inflammation Program, Leidos Biomedical Research, Inc., Frederick National Laboratory, National Cancer Institute , Frederick, Maryland 21702, United States
| | - Hyunbum Jang
- Cancer and Inflammation Program, Leidos Biomedical Research, Inc., Frederick National Laboratory, National Cancer Institute , Frederick, Maryland 21702, United States
| | | | | | | | - Ruth Nussinov
- Cancer and Inflammation Program, Leidos Biomedical Research, Inc., Frederick National Laboratory, National Cancer Institute , Frederick, Maryland 21702, United States.,Department of Human Genetics and Molecular Medicine, Sackler School of Medicine, Sackler Institute of Molecular Medicine, Tel Aviv University , Tel Aviv 69978, Israel
| | - Jian Zhang
- Department of Pathophysiology, Shanghai Universities E-Institute for Chemical Biology, Key Laboratory of Cell Differentiation and Apoptosis of Chinese Ministry of Education, Shanghai Jiao Tong University, School of Medicine , Shanghai, 200025, China
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16
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Peacock JD, Dykema KJ, Toriello HV, Mooney MR, Scholten DJ, Winn ME, Borgman A, Duesbery NS, Hiemenga JA, Liu C, Campbell S, Nickoloff BP, Williams BO, Steensma M. Oculoectodermal syndrome is a mosaic RASopathy associated withKRASalterations. Am J Med Genet A 2015; 167:1429-35. [DOI: 10.1002/ajmg.a.37048] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2014] [Accepted: 02/18/2015] [Indexed: 12/20/2022]
Affiliation(s)
| | | | - Helga V. Toriello
- Michigan State University College of Human Medicine; Grand Rapids; Michigan
| | | | - Donald J. Scholten
- Van Andel Research Institute; Grand Rapids; Michigan
- Michigan State University College of Human Medicine; Grand Rapids; Michigan
| | - Mary E. Winn
- Van Andel Research Institute; Grand Rapids; Michigan
| | | | | | | | - Cong Liu
- Spectrum Health; Grand Rapids; Michigan
| | | | - Brian P. Nickoloff
- Van Andel Research Institute; Grand Rapids; Michigan
- Michigan State University College of Human Medicine; Grand Rapids; Michigan
| | | | - Matthew Steensma
- Van Andel Research Institute; Grand Rapids; Michigan
- Michigan State University College of Human Medicine; Grand Rapids; Michigan
- Spectrum Health; Grand Rapids; Michigan
- Helen DeVos Children's Hospital, Grand Rapids Michigan
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17
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Direct correlation between double K-RAS mutation and mucinous carcinoma. A case report. Appl Immunohistochem Mol Morphol 2015; 23:e4-7. [PMID: 25675084 DOI: 10.1097/pai.0000000000000176] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
Mutations at the K-RAS locus in colon cancer cells are frequently associated with lack of responsiveness to therapy with EGFR inhibitors, as a consequence of the activation of Ras-dependent intracellular signals. Here we report a colon cancer case carrying a novel combination of K-RAS mutations involving codon 13 (Gly to Asp) and codon 19 (Leu to Phe), on separate alleles. The double mutation was restricted to tumor cells bearing a mucinous-like phenotype.
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18
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Kadowaki S, Kakuta M, Takahashi S, Takahashi A, Arai Y, Nishimura Y, Yatsuoka T, Ooki A, Yamaguchi K, Matsuo K, Muro K, Akagi K. Prognostic value of KRAS and BRAF mutations in curatively resected colorectal cancer. World J Gastroenterol 2015; 21:1275-1283. [PMID: 25632202 PMCID: PMC4306173 DOI: 10.3748/wjg.v21.i4.1275] [Citation(s) in RCA: 60] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/19/2014] [Revised: 09/09/2014] [Accepted: 10/15/2014] [Indexed: 02/06/2023] Open
Abstract
AIM: To investigate the prognostic role of KRAS and BRAF mutations after adjustment for microsatellite instability (MSI) status in Japanese colorectal cancer (CRC) population.
METHODS: We assessed KRAS and BRAF mutations and MSI status in 813 Japanese patients with curatively resected, stage I-III CRC and examined associations of these mutations with disease-free survival (DFS) and overall survival (OS) using uni- and multivariate Cox proportional hazards models.
RESULTS: KRAS and BRAF mutations were detected in 312 (38%) of 812 and 40 (5%) of 811 tumors, respectively. KRAS mutations occurred more frequently in females than in males (P = 0.02), while the presence of BRAF mutations was significantly associated with the female gender (P = 0.006), proximal tumor location (P < 0.001), mucinous or poorly differentiated histology (P < 0.001), and MSI-high tumors (P < 0.001). After adjusting for relevant variables, including MSI status, KRAS mutations were associated with poorer DFS (HR = 1.35; 95%CI: 1.03-1.75) and OS (HR = 1.46; 95%CI: 1.09-1.97). BRAF mutations were poor prognostic factors for DFS (HR = 2.20; 95%CI: 1.19-4.06) and OS (HR = 2.30; 95%CI: 1.15-4.71). Neither the BRAF by MSI interaction test nor the KRAS by MSI interaction test yielded statistically significant results for DFS and OS.
CONCLUSION: KRAS and BRAF mutations are associated with inferior survival, independent of MSI status, in Japanese patients with curatively resected CRC.
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19
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Ooki A, Akagi K, Yatsuoka T, Asayama M, Hara H, Yamamoto G, Nishimura Y, Yamaguchi K. Inverse effect of mucinous component on survival in stage III colorectal cancer. J Surg Oncol 2014; 110:851-7. [PMID: 25111953 DOI: 10.1002/jso.23742] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2014] [Accepted: 07/10/2014] [Indexed: 12/16/2022]
Abstract
BACKGROUND Although mucinous adenocarcinoma (MAC) is has been recognized as a separate entity in colorectal cancer (CRC), adenocarcinoma with a mucinous component (ACM) remains poorly understood. METHODS The association of MAC and ACM with disease-free survival (DFS) and overall survival (OS) was examined using the Cox proportional hazard model in 425 consecutive stage III CRCs. RESULTS Compared with conventional adenocarcinoma (CAC), patients with MAC exhibited independently worse DFS (hazard ratio [HR], 2.64; 95% CI, 1.21-5.80; P = 0.014) and OS (HR, 3.56; 95% CI, 1.53-8.30; P = 0.003). Unexpectedly, ACM was significantly associated with worse OS than CAC (P = 0.002), despite having a similar DFS to CAC. Further, ACM patients after recurrence exhibited significantly worse OS than CAC patients (P < 0.001), similar to MAC. CONCLUSIONS Although ACM is similar to CAC with regard to estimated risk of recurrence, the outcome is extremely poor once recurrence occurs and is identical to MAC; one of the most aggressive phenotypes of stage III CRC. Thus, both MAC and ACM are adverse prognostic factors for OS.
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Affiliation(s)
- Akira Ooki
- Department of Gastroenterology, Saitama Cancer Center, Saitama, Japan
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20
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Ogura T, Kakuta M, Yatsuoka T, Nishimura Y, Sakamoto H, Yamaguchi K, Tanabe M, Tanaka Y, Akagi K. Clinicopathological characteristics and prognostic impact of colorectal cancers with NRAS mutations. Oncol Rep 2014; 32:50-6. [PMID: 24806883 DOI: 10.3892/or.2014.3165] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2014] [Accepted: 03/22/2014] [Indexed: 12/25/2022] Open
Abstract
At present, molecular markers of colorectal cancer (CRC), including KRAS, NRAS and BRAF mutations, and the microsatellite status are evaluated for the development of personalized treatments. However, clinicopathological and molecular characteristics and the prognostic role of NRAS mutations remain unclear. In the present study, a total of 1,304 consecutive stage 0-IV CRC tumor samples were analyzed for KRAS (exon 2, 3 and 4), NRAS (exon 2 and 3) and BRAF (exon 15) mutations. Multivariate analysis was performed to assess the prognostic impact of NRAS mutations. KRAS, NRAS and BRAF mutations were identified in 553 (42.4%), 35 (2.7%), and 59 (4.5%) of 1,304 CRC cases, respectively. Tumors with NRAS mutations were more frequently located in the distal colorectum compared with those with KRAS or BRAF mutations. Multivariate analysis indicated that KRAS and BRAF mutations were found to be associated with poor prognosis [hazard ratio (HR)=1.44, 95% confidence interval (CI), 1.18-1.76 and HR=2.09; 95% CI, 1.33-3.28, respectively], whereas NRAS mutations were associated with a trend toward favorable prognosis (HR=0.53; 95% CI, 0.27-1.03). Characteristics and prognosis of CRC with NRAS mutations are different from those with KRAS or BRAF mutations.
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Affiliation(s)
- Toshiro Ogura
- Division of Gastroenterological Surgery, Saitama Cancer Center, Saitama 362-0806, Japan
| | - Miho Kakuta
- Division of Molecular Diagnosis and Cancer Prevention, Saitama Cancer Center, Saitama 362-0806, Japan
| | - Toshimasa Yatsuoka
- Division of Gastroenterological Surgery, Saitama Cancer Center, Saitama 362-0806, Japan
| | - Yoji Nishimura
- Division of Gastroenterological Surgery, Saitama Cancer Center, Saitama 362-0806, Japan
| | - Hirohiko Sakamoto
- Division of Gastroenterological Surgery, Saitama Cancer Center, Saitama 362-0806, Japan
| | - Kensei Yamaguchi
- Division of Gastroenterology, Saitama Cancer Center, Saitama 362-0806, Japan
| | - Minoru Tanabe
- Department of Hepato-Biliary-Pancreatic Surgery, Graduate School of Medicine, Tokyo Medical and Dental University, Tokyo 113-8519, Japan
| | - Yoichi Tanaka
- Division of Gastroenterological Surgery, Saitama Cancer Center, Saitama 362-0806, Japan
| | - Kiwamu Akagi
- Division of Molecular Diagnosis and Cancer Prevention, Saitama Cancer Center, Saitama 362-0806, Japan
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21
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Terui H, Tachikawa T, Kakuta M, Nishimura Y, Yatsuoka T, Yamaguchi K, Yura K, Akagi K. Molecular and clinical characteristics of MSH6 germline variants detected in colorectal cancer patients. Oncol Rep 2013; 30:2909-16. [PMID: 24100870 DOI: 10.3892/or.2013.2781] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2013] [Accepted: 08/16/2013] [Indexed: 11/06/2022] Open
Abstract
The MSH6 gene is one of the mismatch repair genes involved in Lynch syndrome and its mutations account for 10-20% of Lynch syndrome. Although previous studies suggested that the difference of the geographical region affects the clinical phenotype of Lynch syndrome, there has been no report on the detailed features of Japanese Lynch syndrome patients carrying an MSH6 mutation. The aim of the present study was to investigate the clinical and molecular features of MSH6 mutation carriers in Japan. Surgically resected 1720 colorectal carcinoma specimens were screened by microsatellite instability (MSI) testing and the MSI-high cases were subjected to a germline mutation analysis of the mismatch repair genes MLH1, MSH2 and MSH6. We investigated the clinical and molecular features of the MSH6 variants, such as the family cancer history, pathological findings, immunohistochemistry, methylation status of the MLH1 promoter and BRAF mutation in the colorectal tumor. Furthermore, the impact of the missense variants on MSH6 protein was predicted by using in silico tools. We identified nine novel pathogenic mutations and eight unclassified missense variants. Among the eight missense variants, three were suspected pathogenic by in silico analysis. We also found that most colorectal cancers in the MSH6 mutation carrier were diagnosed after the age of 50 and were localized distally. Furthermore, the mean age at diagnosis of endometrial cancer in Japanese MSH6 mutation carriers (49.2 years) was earlier than previous reports from Western countries (56.5 years). These results may improve the surveillance program for Japanese MSH6 mutation carriers.
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Affiliation(s)
- Hiroko Terui
- Division of Molecular Diagnosis and Cancer Prevention, Saitama Cancer Center, Saitama 362-0806, Japan
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Chow L, Lin PC, Chang JS, Chu PY, Lee PK, Chen SN, Cheng YM, Lee JC, Chang JY, Liu TW. Differences in the frequencies of K-ras c12-13 genotypes by gender and pathologic phenotypes in colorectal tumors measured using the allele discrimination method. ENVIRONMENTAL AND MOLECULAR MUTAGENESIS 2012; 53:22-31. [PMID: 22223432 DOI: 10.1002/em.20673] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/04/2010] [Revised: 07/12/2011] [Accepted: 07/13/2011] [Indexed: 05/31/2023]
Abstract
The frequencies of different genotypes of the K-ras oncogene in colorectal cancer (CRC) reveal complex relationships among gender, age, and tumor aggression, however, differences among these studies could also be attributed to a lack of standardization of the detection methods used. We developed the allele discrimination assay, which uses dual-color real-time polymerase chain reaction (qPCR) as a fast K-ras genotyping method, and demonstrated higher sensitivity and specificity than DNA sequencing with formalin-fixed paraffin tissues. The assay detected K-ras mutations among 83 of 204 patients with CRC (40.7%); 20.6% of these mutations were G12D (GAT) mutations, 7.4% were G13D (GAC) and G12V (GTT), and 5.3% were other types. A higher proportion of females was observed overall in tumors with K-ras mutations (60.2%, P = 0.01), codon 12 mutations (63.2%, P = 0.005), and transversions (69.6%, P = 0.02), which reflected the higher prevalence of females among the well- to moderately differentiated tumors (29% in males vs. 53% in females; interaction P = 0.03). The opposite was observed for poorly differentiated tumors (47% in males vs. 35% in females). No significant influence of age was found on the prevalence of K-ras mutation. Males with pathological changes and females with poorly differentiated tumors displayed GAT as a less common genotype compared with most other prevalence studies. In conclusion, allele discrimination, with no additional amplification step, is a fast and reliable genotyping method for detecting K-ras c12-13 mutations. Using this method, we demonstrate differences in the frequencies of K-ras genotypes by gender and pathologic phenotypes of CRC.
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Affiliation(s)
- Lihui Chow
- National Institute of Cancer Research, National Health Research Institutes, Zhunan, Taiwan
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23
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Naguib A, Wilson CH, Adams DJ, Arends MJ. Activation of K-RAS by co-mutation of codons 19 and 20 is transforming. J Mol Signal 2011; 6:2. [PMID: 21371307 PMCID: PMC3056876 DOI: 10.1186/1750-2187-6-2] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2010] [Accepted: 03/03/2011] [Indexed: 12/30/2022] Open
Abstract
The K-RAS oncogene is widely mutated in human cancers. Activating mutations in K-RAS give rise to constitutive signalling through the MAPK/ERK and PI3K/AKT pathways promoting increased cell division, reduced apoptosis and transformation. The majority of activating mutations in K-RAS are located in codons 12 and 13. In a human colorectal cancer we identified a novel K-RAS co-mutation that altered codons 19 and 20 resulting in transitions at both codons (L19F/T20A) in the same allele. Using focus forming transformation assays in vitro , we showed that co-mutation of L19F/T20A in K-RAS demonstrated intermediate transforming ability that was greater than that of individual L19F and T20A mutants, but less than that of G12D and G12V K-RAS mutants. This demonstrated the synergistic effects of co-mutation of codons 19 and 20 and illustrated that co-mutation of these codons is functionally significant.
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Affiliation(s)
- Adam Naguib
- Department of Pathology, University of Cambridge, Addenbrooke's Hospital, Cambridge, UK, CB2 0QQ, UK.
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24
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Smith G, Bounds R, Wolf H, Steele RJC, Carey FA, Wolf CR. Activating K-Ras mutations outwith 'hotspot' codons in sporadic colorectal tumours - implications for personalised cancer medicine. Br J Cancer 2010; 102:693-703. [PMID: 20147967 PMCID: PMC2837563 DOI: 10.1038/sj.bjc.6605534] [Citation(s) in RCA: 141] [Impact Index Per Article: 10.1] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
Background: Response to EGFR-targeted therapies in colorectal cancer patients has been convincingly associated with Kirsten-Ras (K-Ras) mutation status. Current mandatory mutation testing for patient selection is limited to the K-Ras ‘hotspot’ codons 12 and 13. Methods: Colorectal tumours (n=106) were screened for additional K-Ras mutations, phenotypes compared in transformation and Ras GTPase activating assays and gene and pathway changes induced by individual K-Ras mutants identified by microarray analysis. Taqman-based gene copy number and FISH analyses were used to investigate K-Ras gene amplification. Results: Four additional K-Ras mutations (Leu19Phe (1 out of 106 tumours), Lys117Asn (1 out of 106), Ala146Thr (7 out of 106) and Arg164Gln (1 out of 106)) were identified. Lys117Asn and Ala146Thr had phenotypes similar to the hotspot mutations, whereas Leu19Phe had an attenuated phenotype and the Arg164Gln mutation was phenotypically equivalent to wt K-Ras. We additionally identified a new K-Ras gene amplification event, present in approximately 2% of tumours. Conclusions: The identification of mutations outwith previously described hotspot codons increases the K-Ras mutation burden in colorectal tumours by one-third. Future mutation screening to facilitate optimal patient selection for treatment with EGFR-targeted therapies should therefore be extended to codon 146, and in addition should consider the unique molecular signatures associated with individual K-Ras mutations.
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Affiliation(s)
- G Smith
- Biomedical Research Institute, Ninewells Hospital and Medical School, Dundee, UK
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25
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Chan KT, Li K, Liu SL, Chu KH, Toh M, Xie WD. Cucurbitacin B inhibits STAT3 and the Raf/MEK/ERK pathway in leukemia cell line K562. Cancer Lett 2010; 289:46-52. [DOI: 10.1016/j.canlet.2009.07.015] [Citation(s) in RCA: 92] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2009] [Revised: 07/15/2009] [Accepted: 07/20/2009] [Indexed: 11/29/2022]
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Ma ESK, Wong CLP, Law FBF, Chan WK, Siu D. Detection of KRAS mutations in colorectal cancer by high-resolution melting analysis. J Clin Pathol 2010; 62:886-91. [PMID: 19783717 DOI: 10.1136/jcp.2008.063677] [Citation(s) in RCA: 41] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
AIMS Mutation of the KRAS gene predicts the clinical response to the monoclonal antibody cetuximab in patients with advanced colorectal cancer (CRC). This study aimed to perform KRAS mutation detection on formalin-fixed paraffin-embedded (FFPE) tumour tissue by two different methods for comparison. METHODS The FFPE sample was microdissected to enrich for tumour cells. KRAS exon 2 mutations were performed on 100 Chinese patients with CRC by direct nucleotide sequencing and high-resolution melting (HRM) analysis. RESULTS KRAS exon 2 mutations were detected in a total of 62 patients with the two methods combined, comprising 11 different mutant alleles. Three common mutations p.Gly12Asp, p.Gly12Val and p.Gly13Asp accounted for approximately 70% of all cases. The concordant rate between the two methods was 95%. Four mutations not initially detected by direct sequencing were identified by HRM and confirmed by sequencing of the HRM amplicons. One mutation detected by direct sequencing was inadvertently grouped as a wild-type allele by HRM software, but this was readily rectified through manual review. CONCLUSION HRM analysis is a sensitive method of detecting KRAS mutation on FFPE tumour tissue to guide cetuximab treatment and is applicable to routine molecular diagnostic service. Utilisation of HRM to screen for mutations upfront economises the resource used in the sequencing reaction.
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Affiliation(s)
- E S K Ma
- Division of Molecular Pathology, Department of Pathology, Hong Kong Sanatorium and Hospital, Happy Valley, Hong Kong, China.
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27
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Chan KT, Meng FY, Li Q, Ho CY, Lam TS, To Y, Lee WH, Li M, Chu KH, Toh M. Cucurbitacin B induces apoptosis and S phase cell cycle arrest in BEL-7402 human hepatocellular carcinoma cells and is effective via oral administration. Cancer Lett 2010; 294:118-24. [PMID: 20153103 DOI: 10.1016/j.canlet.2010.01.029] [Citation(s) in RCA: 146] [Impact Index Per Article: 10.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2009] [Revised: 01/21/2010] [Accepted: 01/21/2010] [Indexed: 12/18/2022]
Abstract
Cucurbitacin B is an anti-cancer drug candidate and its efficacy has been demonstrated in hepatocellular carcinoma (HCC). To explore its mechanism against HCC, BEL-7402 cells were treated with cucurbitacin B in vitro. Treatment with cucurbitacin B induced S phase arrest and apoptosis. The growth inhibition effect was associated with cyclin D1 and cdc-2 down regulations. Western blotting analysis of cell signaling molecules indicated that cucurbitacin B inhibited c-Raf activation without affecting STAT3 phosphorylation. Moreover, in vivo study demonstrated that cucurbitacin B is effective against BEL-7402 xenograft when administrated orally.
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Affiliation(s)
- Kin Tak Chan
- Department of Technology and Product Development, CK Life Sciences Int'l., (Holdings) Inc., 2 Dai Fu Street, Tai Po Industrial Estate, Hong Kong SAR, China.
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28
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Yagi K, Akagi K, Hayashi H, Nagae G, Tsuji S, Isagawa T, Midorikawa Y, Nishimura Y, Sakamoto H, Seto Y, Aburatani H, Kaneda A. Three DNA methylation epigenotypes in human colorectal cancer. Clin Cancer Res 2009; 16:21-33. [PMID: 20028768 DOI: 10.1158/1078-0432.ccr-09-2006] [Citation(s) in RCA: 182] [Impact Index Per Article: 12.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
PURPOSE Whereas the CpG island methylator phenotype (CIMP) in colorectal cancer associates with microsatellite instability (MSI)-high and BRAF-mutation(+), the existence of an intermediate-methylation subgroup associated with KRAS-mutation(+) is controversial, and suitable markers for the subgroup have yet to be developed. Our aim is to clarify DNA methylation epigenotypes of colorectal cancer more comprehensively. EXPERIMENTAL DESIGN To select new methylation markers on a genome-wide scale, we did methylated DNA immunoprecipitation-on-chip analysis of colorectal cancer cell lines and re-expression array analysis by 5-aza-2'-deoxycytidine/Trichostatin A treatment. Methylation levels were analyzed quantitatively in 149 colorectal cancer samples using matrix-assisted laser desorption/ionization-time-of-flight mass spectrometry. Colorectal cancer was epigenotyped by unsupervised two-way hierarchical clustering method. RESULTS Among 1,311 candidate silencing genes, 44 new markers were selected and underwent quantitative methylation analysis in colorectal cancer samples together with 16 previously reported markers. Colorectal cancer was clustered into high-, intermediate-, and low-methylation epigenotypes. Methylation markers were clustered into two major groups: group 1 showing methylation in high-methylation epigenotype, and group 2 showing methylation in high- and intermediate-methylation epigenotypes. A two-step marker panel deciding epigenotypes was developed with 95% accuracy: the 1st panel consisting of three group-1 markers (CACNA1G, LOX, SLC30A10) to extract high-methylation epigenotype, and the 2nd panel consisting of four group-2 markers (ELMO1, FBN2, THBD, HAND1) and SLC30A10 again to divide the remains into intermediate- and low-methylation epigenotypes. The high-methylation epigenotype correlated significantly with MSI-high and BRAF-mutation(+) in concordance with reported CIMP. Intermediate-epigenotype significantly correlated with KRAS-mutation(+). KRAS-mutation(+) colorectal cancer with intermediate-methylation epigenotype showed significantly worse prognosis. CONCLUSIONS Three methylation epigenotypes exist in colorectal cancer, and suitable classification markers have been developed. Intermediate-methylation epigenotype with KRAS-mutation(+) correlated with worse prognosis.
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Affiliation(s)
- Koichi Yagi
- Genome Science Division, Department of Gastrointestinal Surgery, Research Center for Advanced Science and Technology, Translational Systems Biology and Medicine Initiative, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
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Kubo T, Kuroda Y, Shimizu H, Kokubu A, Okada N, Hosoda F, Arai Y, Nakamura Y, Taniguchi H, Yanagihara K, Imoto I, Inazawa J, Hirohashi S, Shibata T. Resequencing and copy number analysis of the human tyrosine kinase gene family in poorly differentiated gastric cancer. Carcinogenesis 2009; 30:1857-64. [PMID: 19734198 DOI: 10.1093/carcin/bgp206] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
The tyrosine kinase (TK) family is an important regulator of signaling pathways that control a variety of physiological and pathological conditions, and a substantial proportion of TK genes are genetically altered in cancer. To clarify the somatic mutation profile of TK genes and discover potential targets for gastric cancer (GC) therapy, we undertook a systematic screening of mutations in the kinase domains of all human TK genes (636 exons of 90 genes) in 17 GC cell lines and 52 microdissected primary GCs with poorly differentiated histology. We identified 26 non-synonymous alterations (22 genes in total) that included 11 sequence alterations in cell lines and 15 somatic mutations in primary tumors. Recurrent mutations were found in four genes including a known oncogene (NTRK3), the Src kinase family (LTK and CSK) and a potential Wnt signal activator (ROR2). In addition, we analyzed copy number alterations of all the TK gene loci in the same cohort samples by array-based comparative genomic hybridization analysis and identified 24 high-level amplifications and two homozygous deletions. Both sequence alteration and frequent copy number aberration were detected in two TK genes (HCK and ERBB2), strongly suggesting that they encode potential oncogenes in GC. Our focused and integrated analyses of systemic resequencing and gene copy number have revealed the novel onco-kinome profile of GC and pave the way to a comprehensive understanding of the GC genome.
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Affiliation(s)
- Takashi Kubo
- Cancer Genomics Project, National Cancer Center Research Institute, 5-1-1 Tsukiji, Chuo-ku, Tokyo, 104-0045, Japan
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Zhang HH, Walker F, Kiflemariam S, Whitehead RH, Williams D, Phillips WA, Mikeska T, Dobrovic A, Burgess AW. Selective inhibition of proliferation in colorectal carcinoma cell lines expressing mutant APC or activated B-Raf. Int J Cancer 2009; 125:297-307. [PMID: 19378335 DOI: 10.1002/ijc.24289] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2023]
Abstract
Tumor-derived cell lines are indispensable tools for understanding the contribution of activated signaling pathways to the cancer phenotype and for the design and testing of targeted signal therapies. In our study, we characterize 10 colorectal carcinoma cell lines for the presence of mutations in the wnt, Ras/MAPK, PI3K and p53 pathways. The mutational spectrum found in this panel of cell lines is similar to that detected in primary CRC, albeit with higher frequency of mutation in the beta-catenin and B-Raf genes. We have monitored activation of the wnt and Ras/MAPK pathways in these cells and analyzed their sensitivity to selective signaling inhibitors. Using beta-catenin subcellular distribution as a marker, we show that cells harboring APC mutations have low-level activated wnt signaling, which can be blocked by the extracellular wnt inhibitor DKK-1, suggesting autocrine activation of this pathway; proliferation of these cells is also blocked by DKK-1. In contrast, cells with beta-catenin mutations are unresponsive to extracellular wnt inhibition. Constitutive phosphorylation of MAPK is present in the majority of the cell lines and correlates with B-Raf but not K-Ras mutations; correspondingly, the proliferation of cells harboring mutations in B-Raf, but not K-Ras, is exquisitely sensitive inhibition of the MAPK pathway. We find no correlation between PI3K mutation or loss of PTEN expression and increased sensitivity to PI3K inhibitors. Our study discloses clear-cut differences in responsiveness to signaling inhibitors between individual mutations within an activated signaling pathway and suggests likely targets for signal-directed therapy of colorectal carcinomas.
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Affiliation(s)
- Hui-Hua Zhang
- Ludwig Institute for Cancer Research, Royal Melbourne Hospital, Centre for Medical Research, Victoria, Australia
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31
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Chang YS, Yeh KT, Chang TJ, Chai C, Lu HC, Hsu NC, Chang JG. Fast simultaneous detection of K-RAS mutations in colorectal cancer. BMC Cancer 2009; 9:179. [PMID: 19515263 PMCID: PMC2702390 DOI: 10.1186/1471-2407-9-179] [Citation(s) in RCA: 36] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2009] [Accepted: 06/11/2009] [Indexed: 01/27/2023] Open
Abstract
Background RAS genes acquire the most common somatic gain-of-function mutations in human cancer, and almost all of these mutations are located at codons 12, 13, 61, and 146. Methods We present a method for detecting these K-RAS hotspot mutations in 228 cases of colorectal cancer. The protocol is based on the multiplex amplification of exons 2, 3 and 4 in a single tube, followed by primer extension of the PCR products using various sizes of primers to detect base changes at codons 12, 13, 61 and 146. We compared the clinicopathological data of colorectal cancer patients with the K-RAS mutation status. Results K-RAS mutation occurred in 36% (83/228) of our colorectal cancer cases. Univariate analysis revealed a significant association between K-RAS mutation at codon 12 of exon 2 and poor 5-year survival (p = 0.023) and lymph node involvement (p = 0.048). Also, K-RAS mutation at codon 13 of exon 2 correlates with the size of the tumor (p = 0.03). Multivariate analysis adjusted for tumor size, histologic grade, and lymph node metastasis also indicated K-RAS mutations at codon 12 and 13 of exon 2 correlate significantly with overall survival (p = 0.002 and 0.025). No association was observed between codon 61 and 146 and clinicopathological features. Conclusion We demonstrated a simple and fast way to identify K-RAS mutation.
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Affiliation(s)
- Ya-Sian Chang
- Department of Laboratory Medicine, Kaohsiung Medical University Hospital, Kaohsiung, Taiwan.
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32
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Chen YL, Chang YS, Chang JG, Wu SM. Genotyping of K-ras codons 12 and 13 mutations in colorectal cancer by capillary electrophoresis. J Chromatogr A 2009; 1216:5147-54. [DOI: 10.1016/j.chroma.2009.04.083] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2009] [Revised: 04/23/2009] [Accepted: 04/27/2009] [Indexed: 10/20/2022]
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Asaka SI, Arai Y, Nishimura Y, Yamaguchi K, Ishikubo T, Yatsuoka T, Tanaka Y, Akagi K. Microsatellite instability-low colorectal cancer acquires a KRAS mutation during the progression from Dukes' A to Dukes' B. Carcinogenesis 2009; 30:494-9. [PMID: 19147861 DOI: 10.1093/carcin/bgp017] [Citation(s) in RCA: 53] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
The classification of colorectal cancer (CRC) by microsatellite instability (MSI) status is important for effective clinical management. In fact, microsatellite instability-high (MSI-H) cancer has distinctive clinicopathological and molecular features. However, microsatellite instability-low (MSI-L) cancer is not clearly defined. The objective of this study was to further clarify the characteristics of MSI-L CRC. A consecutive series of 940 primary CRCs were subdivided into three groups according to the level of MSI and analyzed the clinicopathological features and genetic changes in the KRAS, BRAF and p53 mutation and the loss of heterozygosity (LOH) of adenomatous polyposis coli (APC) gene and methylation status of the O(6)-methylguanine-DNA methyltransferase (MGMT) and MLH1 promoter. Of the 940 CRCs, 5.9% were MSI-H, 7.1% were MSI-L and 87% were microsatellite stable (MSS). KRAS and BRAF mutations were detected in 39.4 and 4.6% of the CRCs, respectively. The frequency of KRAS mutations in MSI-H, MSI-L and MSS cancer was 30, 48 and 39%, respectively. The proportion of KRAS mutations in MSI-L cancer increased from 16 to 63% accompanying the progression from Dukes' A to Dukes' B. While the LOH of D5S346, which is located near the APC gene, and p53 mutation was observed in 75 and 67% of MSI-L CRC at Dukes' A, respectively. These results indicated that the LOH of APC and p53 mutation has already occurred by the Dukes' A lake 'suppressor pathway' but not the KRAS mutation in MSI-L CRCs. The genes involving MSI-L carcinogenesis are similar to MSS but the timing and frequency of the KRAS mutation is different.
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Affiliation(s)
- Shin-ichi Asaka
- Division of Molecular Diagnosis and Cancer Prevention, , SaitamaCancer Center, Kitaadati-gun, Saitama, Japan
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Zhang B, Halder SK, Zhang S, Datta PK. Targeting transforming growth factor-beta signaling in liver metastasis of colon cancer. Cancer Lett 2009; 277:114-20. [PMID: 19147275 DOI: 10.1016/j.canlet.2008.11.035] [Citation(s) in RCA: 102] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2008] [Revised: 11/19/2008] [Accepted: 11/27/2008] [Indexed: 12/26/2022]
Abstract
Despite a primary tumor suppressor role, there is compelling evidence suggesting that TGF-beta can promote tumor growth, invasion and metastasis in advanced stages of colorectal cancer. Blocking these tumor-promoting effects of TGF-beta provides a potentially important therapeutic strategy for the treatment of colorectal cancer. However, little is known about how the inhibitors of TGF-beta receptor kinases affect colorectal carcinogenesis in vivo. Here, we have observed that a novel dual kinase inhibitor of TGF-beta type I and type II receptors, LY2109761, inhibits TGF-beta-mediated activation of Smad and non-Smad pathways in CT26 colon adenocarcinoma cells having K-Ras mutation. The inhibitor attenuates the oncogenic effects of TGF-beta on cell migration, invasion and tumorigenicity of CT26 cells. Furthermore, LY2109761 decreases liver metastases and prolongs survival in an experimental metastasis model. These findings suggest that the dual kinase inhibitor LY2109761 has potential therapeutic value for metastatic colorectal cancer.
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Affiliation(s)
- Bixiang Zhang
- Departments of Surgery and Cancer Biology, Vanderbilt-Ingram Cancer Center, Vanderbilt University School of Medicine, 1161 21st Avenue South, Nashville, TN 37232, USA
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Rouleau E, Spyratos F, Dieumegard B, Guinebretière JM, Lidereau R, Bièche I. KRAS mutation status in colorectal cancer to predict response to EGFR targeted therapies: the need for a more precise definition. Br J Cancer 2009; 99:2100. [PMID: 19078954 PMCID: PMC2607232 DOI: 10.1038/sj.bjc.6604815] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
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36
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Brewer JK. Behavioral genetics of the depression/cancer correlation: a look at the Ras oncogene family and the 'cerebral diabetes paradigm'. J Mol Neurosci 2008; 35:307-22. [PMID: 18563304 DOI: 10.1007/s12031-008-9078-2] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2008] [Accepted: 03/31/2008] [Indexed: 11/26/2022]
Abstract
This study investigates the causes of the observed linkage between depression and later onset of cancer. The prevailing view is that cancer in depressed patients results from a weakened immune system. However, molecular biologists have recognized that dysregulation of the ras proto-oncogene results in impaired serotonin and dopamine synthesis manifesting as major depression. A qualitative review of the literature showed that (1) studies using the Minnesota Multiphasic Personality Inventory showed a greater correlation between depression and later cancer onset than those employing other measures and (2) the more related the cancer type was to the Ras oncogene family, the greater the correlation between depression and later cancer onset. These results support the hypothesis that the ras proto-oncogene plays a role in the etiology of depression and could be the common denominator in long-observed depression/cancer linkages. Previous depression/cancer linkage studies are confounded in that they failed to analyze cancer type and accurately diagnose depression.
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Affiliation(s)
- Janet K Brewer
- Department of Medicine, Division of Neurosciences, Section of Neuropsychology, University of Illinois-Carle Clinic, 602 West University Avenue, Urbana, IL 61801, USA.
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