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Martínez‐Roca A, Cubiella J, García‐Heredia A, Guill‐Berbegal D, Baile‐Maxía S, Mangas‐Sanjuán C, Sala‐Miquel N, Madero‐Velazquez L, Alenda C, Zapater P, González‐Núñez C, Iglesias‐Gómez A, Codesido‐Prado L, Díez‐Martín A, Kaminski MF, Erichsen R, Adami H, Ferlitsch M, Pellisé M, Holme Ø, Dekker E, Bretthauer M, Jover R. Prediction of metachronous advanced colorectal neoplasia by KRAS mutation in polyps. United European Gastroenterol J 2024; 12:1179-1189. [PMID: 39400528 PMCID: PMC11578838 DOI: 10.1002/ueg2.12667] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/29/2024] [Accepted: 07/05/2024] [Indexed: 10/15/2024] Open
Abstract
BACKGROUND The potential of molecular markers in the removed polys as reliable predictors of metachronous lesions is still uncertain. AIM Our aim was to evaluate the role of somatic mutations in KRAS in polyps of patients with high-risk adenomas to predict the risk of advanced polyps or colorectal cancer (CRC) within 3 years. METHODS A total of 518 patients were prospectively enrolled. The included patients had adenomas ≥10 mm, high-grade dysplasia, villous component or ≥3 more adenomas at baseline and were scheduled to undergo surveillance colonoscopy at 3 years ± 6 months. Somatic KRAS mutation was performed on 1189 polyps collected from these patients. At surveillance, advanced lesions were defined as adenomas with a size of ≥10 mm. High-grade dysplasia or villous component, serrated polyps ≥10 mm or with dysplasia or CRC. RESULTS At baseline, 81 patients (15.6%) had KRAS mutations in at least one polyp. Patients with KRAS mutated polyps had more frequent villous histological lesions and size ≥20 mm. In the multivariate analysis, adjusted for age and sex, only age (odds ratios [OR], 1.06; 95% confidence interval [CI], 1.02-1.09; p < 0.001), ≥5 adenomas (OR, 3.92; 95% CI, 1.96-7.82), and KRAS mutation (OR, 2.54; 95% CI, 1.48-4.34; p < 0.01) were independently associated with the development of advanced lesions at surveillance. CONCLUSIONS Our results show that, in patients with high-risk adenomas, the presence of somatic mutations in KRAS is an independent risk factor for the development of advanced metachronous polyps.
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Affiliation(s)
- Alejandro Martínez‐Roca
- Servicio de Medicina DigestivaInstituto de Investigación Sanitaria ISABIALHospital General Universitario Dr. BalmisAlicanteSpain
- Departamento de Medicina ClínicaUniversidad Miguel HernándezAlicanteSpain
| | - Joaquín Cubiella
- Department of GastroenterologyResearch Group in Gastrointestinal Oncology‐OurenseCIBEREHDHospital Universitario de OurenseOurenseSpain
| | - Anabel García‐Heredia
- Servicio de Medicina DigestivaInstituto de Investigación Sanitaria ISABIALHospital General Universitario Dr. BalmisAlicanteSpain
- Departamento de Medicina ClínicaUniversidad Miguel HernándezAlicanteSpain
| | - David Guill‐Berbegal
- Servicio de Medicina DigestivaInstituto de Investigación Sanitaria ISABIALHospital General Universitario Dr. BalmisAlicanteSpain
- Departamento de Medicina ClínicaUniversidad Miguel HernándezAlicanteSpain
| | - Sandra Baile‐Maxía
- Servicio de Medicina DigestivaInstituto de Investigación Sanitaria ISABIALHospital General Universitario Dr. BalmisAlicanteSpain
- Departamento de Medicina ClínicaUniversidad Miguel HernándezAlicanteSpain
| | - Carolina Mangas‐Sanjuán
- Servicio de Medicina DigestivaInstituto de Investigación Sanitaria ISABIALHospital General Universitario Dr. BalmisAlicanteSpain
- Departamento de Medicina ClínicaUniversidad Miguel HernándezAlicanteSpain
| | - Noelia Sala‐Miquel
- Servicio de Medicina DigestivaInstituto de Investigación Sanitaria ISABIALHospital General Universitario Dr. BalmisAlicanteSpain
- Departamento de Medicina ClínicaUniversidad Miguel HernándezAlicanteSpain
| | - Lucía Madero‐Velazquez
- Servicio de Medicina DigestivaInstituto de Investigación Sanitaria ISABIALHospital General Universitario Dr. BalmisAlicanteSpain
- Departamento de Medicina ClínicaUniversidad Miguel HernándezAlicanteSpain
| | - Cristina Alenda
- Pathology DepartmentAlicante Institute for Health and Biomedical Research (ISABIAL)Dr. Balmis General University HospitalAlicanteSpain
| | - Pedro Zapater
- Clinical Pharmacology DepartmentAlicante Institute for Health and Biomedical Research (ISABIAL)Dr. Balmis General University HospitalAlicanteSpain
| | | | - Agueda Iglesias‐Gómez
- Department of GastroenterologyResearch Group in Gastrointestinal Oncology‐OurenseCIBEREHDHospital Universitario de OurenseOurenseSpain
| | - Laura Codesido‐Prado
- Department of GastroenterologyResearch Group in Gastrointestinal Oncology‐OurenseCIBEREHDHospital Universitario de OurenseOurenseSpain
| | - Astrid Díez‐Martín
- Department of GastroenterologyResearch Group in Gastrointestinal Oncology‐OurenseCIBEREHDHospital Universitario de OurenseOurenseSpain
| | - Michal F. Kaminski
- Department of Oncological GastroenterologyMaria Sklodowska‐Curie National Research Institute of OncologyWarsawPoland
- Department of Cancer PreventionMaria Sklodowska‐Curie National Research Institute of OncologyWarsawPoland
| | - Rune Erichsen
- Department of Clinical EpidemiologyAarhus University HospitalAarhusDenmark
- Department of SurgeryRanders Regional HospitalRandersDenmark
| | - Hans‐Olov Adami
- Department of Medical Epidemiology and BiostatisticsKarolinska InstitutetStockholmSweden
| | - Monika Ferlitsch
- Department of Internal Medicine IIIMedical University of ViennaWienAustria
| | - María Pellisé
- Department of GastroenterologyHospital Clínic de BarcelonaInstitut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS)Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEREHD)University of BarcelonaBarcelonaSpain
| | - Øyvind Holme
- Department of GastroenterologySørlandet Sykehus HFKristiansandNorway
| | - Evelien Dekker
- Department of Gastroenterology and Hepatology C2‐115Amsterdam University Medical CentresDuivendrechtThe Netherlands
- Bergman Clinics IZAAmsterdamThe Netherlands
| | | | - Rodrigo Jover
- Servicio de Medicina DigestivaInstituto de Investigación Sanitaria ISABIALHospital General Universitario Dr. BalmisAlicanteSpain
- Departamento de Medicina ClínicaUniversidad Miguel HernándezAlicanteSpain
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Choudhry OA, Kharge AB, Rego SP, Elias PZ, Buchanan AH, Lennon AM, Papadopoulos N, Diehl F, Beer TM. Pre-malignant conditions diagnosed following a positive cancer signal from a multi-cancer early detection test. Front Oncol 2024; 14:1461693. [PMID: 39512764 PMCID: PMC11543350 DOI: 10.3389/fonc.2024.1461693] [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: 07/08/2024] [Accepted: 09/20/2024] [Indexed: 11/15/2024] Open
Abstract
Blood-based tests for multi-cancer early detection (MCED) are being developed to facilitate the detection of various cancer types. The Detecting cancers Earlier Through Elective mutation-based blood Collection and Testing study (DETECT-A) study evaluated an MCED test in 9,911 women, age 65-75, without personal history of cancer. In a post-hoc analysis, we report on the detection of precancerous neoplasms consequent to MCED testing and follow-up. Participants with positive baseline and confirmatory MCED testing underwent 2-deoxy-2[fluorine-18] fluoro-D-glucose positron emission tomography-computed tomography (PET-CT) and diagnostic evaluation as indicated by PET-CT results. We reviewed the electronic health records of participants with a precancerous neoplasm and summarized their clinical course. MCED results were positive in 134 participants. Clinically significant pre-malignant conditions were identified in three of these participants: A 71-year-old with an ovarian mucinous cystadenoma, a 67-year-old with an appendiceal mucinous neoplasm, and a 70-year-old with colon adenomas displaying high-grade dysplasia. All three participants underwent surgical treatment and remain alive and cancer-free as of last follow up. The diagnostic evaluation of a positive MCED test may occasionally reveal clinically significant pre-cancerous conditions amenable to interventions. The frequency of such findings and their clinical impact warrants further study.
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Affiliation(s)
| | | | - Seema P. Rego
- Exact Sciences Corporation, Madison, WI, United States
| | - Paul Z. Elias
- Exact Sciences Corporation, Madison, WI, United States
| | | | - Anne Marie Lennon
- Department of Medicine, University of Pittsburgh, Pittsburgh, PA, United States
| | | | - Frank Diehl
- Exact Sciences Corporation, Madison, WI, United States
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Baile-Maxía S, Jover R. Surveillance after colorectal polyp resection. Best Pract Res Clin Gastroenterol 2023; 66:101848. [PMID: 37852710 DOI: 10.1016/j.bpg.2023.101848] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/17/2023] [Revised: 06/12/2023] [Accepted: 07/02/2023] [Indexed: 10/20/2023]
Abstract
Post-polypectomy surveillance has proven to reduce colorectal cancer (CRC) incidence in patients with high-risk polyps, but it implies a major burden on colonoscopy units. Therefore, it should be targeted to individuals with a higher risk. Different societies have published guidelines on surveillance after resection of polyps, with notable discrepancies among them, and many recommendations come from low-quality evidence based on surrogate measures, such as risk of advanced adenoma, and not CRC risk. In this review, we aimed to summarize the evidence supporting post-polypectomy surveillance, compare the recently updated major guidelines, and discuss the existing discrepancies on this topic. Briefly, patients with adenomas ≥10 mm or high-grade dysplasia and patients with serrated polyps ≥10 mm or dysplasia are generally considered to have an increased risk of metachronous CRC and require surveillance, whereas the indication of surveillance is not clearly established in patients without these high-risk features.
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Affiliation(s)
- Sandra Baile-Maxía
- Gastroenterology Department, Hospital General Universitario Dr. Balmis, Instituto de Investigación Biomédica ISABIAL, Universidad Miguel Hernández, Alicante, Spain
| | - Rodrigo Jover
- Gastroenterology Department, Hospital General Universitario Dr. Balmis, Instituto de Investigación Biomédica ISABIAL, Universidad Miguel Hernández, Alicante, Spain.
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Minh Cuong H, Hong Thang V, Thu Huong BT, Thuan Loi N, Minh Duc N. KRAS mutations and their associations with clinicopathological features and survival in Vietnamese non‑polyp colon cancer patients. Mol Clin Oncol 2023; 19:63. [PMID: 37456800 PMCID: PMC10345899 DOI: 10.3892/mco.2023.2659] [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: 04/24/2023] [Accepted: 06/13/2023] [Indexed: 07/18/2023] Open
Abstract
The aim of the present study was to determine Kirsten Ras sarcoma virus (KRAS) mutations and the associations of KRAS mutations with clinicopathological features and treatment outcomes in Vietnamese non-polyp colon cancer (NPCC) patients. The data in the present study covered 194 patients with non-polyp colon cancers at stages II or III, according to the 8th edition of the American Joint Committee on Cancer staging system, in northern Vietnam from January 2016 to August 2020. All patients underwent radical surgery and adjuvant therapy with FOLFOX4 or XELOX. Subsequently, the recruited patients were followed-up with scheduled hospital exams for diagnosing recurrence. Genomic DNA samples were prepared from dissected tumors and specific sequences of the KRAS gene were amplified by polymerase chain reactions (PCR). The mutations at codons 12, 13, 59, 60, 61, 117 and 146 of the gene were determined. Possible associations of the KRAS mutations with clinicopathological properties and the survival of patients were analysed. The KRAS mutation rate was 47.9% in Vietnamese patients with NPCC, of those, mutations in exon 2 accounted for 91.4% of all detected mutations. The mutated-KRAS patients exhibited a significantly higher rate of anemia. Moreover, the KRAS mutation rate was higher in females (57.1%) than in males (39.8%). The KRAS mutation rate was also higher in patients with right colon cancers. Furthermore, KRAS mutations were an independent prognosis for poor disease-free survival (DFS) and overall survival (OS) in stage II patients. Among left-sided colon patients, mutated KRAS was a significant predictive factor for poor DFS but not for OS. The present study revealed a very high mutation rate of KRAS in Vietnamese patients with NPCC. The data of the present study indicated that the mutation status was associated with female patients and right-sided tumors. The KRAS mutations were a negative factor for the survival of patients with stage II NPCC and patients with left-sided colon cancer.
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Affiliation(s)
- Hoang Minh Cuong
- Department of Oncology, Hanoi Medical University, Hanoi 100000, Vietnam
| | - Vu Hong Thang
- Department of Oncology, Hanoi Medical University, Hanoi 100000, Vietnam
| | - Bui-Thi Thu Huong
- Department of Biochemistry, Thai Nguyen University of Medicine and Pharmacy, Thai Nguyen 250000, Vietnam
| | - Nguyen Thuan Loi
- Nuclear Medicine and Oncology Center, Bach Mai Hospital, Hanoi 100000, Vietnam
| | - Nguyen Minh Duc
- Department of Radiology, Pham Ngoc Thach University of Medicine, Ho Chi Minh City 700000, Vietnam
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Patterns of Somatic Variants in Colorectal Adenoma and Carcinoma Tissue and Matched Plasma Samples from the Hungarian Oncogenome Program. Cancers (Basel) 2023; 15:cancers15030907. [PMID: 36765865 PMCID: PMC9913259 DOI: 10.3390/cancers15030907] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2022] [Revised: 01/16/2023] [Accepted: 01/18/2023] [Indexed: 02/04/2023] Open
Abstract
Analysis of circulating cell-free DNA (cfDNA) of colorectal adenoma (AD) and cancer (CRC) patients provides a minimally invasive approach that is able to explore genetic alterations. It is unknown whether there are specific genetic variants that could explain the high prevalence of CRC in Hungary. Whole-exome sequencing (WES) was performed on colon tissues (27 AD, 51 CRC) and matched cfDNAs (17 AD, 33 CRC); furthermore, targeted panel sequencing was performed on a subset of cfDNA samples. The most frequently mutated genes were APC, KRAS, and FBN3 in AD, while APC, TP53, TTN, and KRAS were the most frequently mutated in CRC tissue. Variants in KRAS codons 12 (AD: 8/27, CRC: 11/51 (0.216)) and 13 (CRC: 3/51 (0.06)) were the most frequent in our sample set, with G12V (5/27) dominance in ADs and G12D (5/51 (0.098)) in CRCs. In terms of the cfDNA WES results, tumor somatic variants were found in 6/33 of CRC cases. Panel sequencing revealed somatic variants in 8 out of the 12 enrolled patients, identifying 12/20 tumor somatic variants falling on its targeted regions, while WES recovered only 20% in the respective regions in cfDNA of the same patients. In liquid biopsy analyses, WES is less efficient compared to the targeted panel sequencing with a higher coverage depth that can hold a relevant clinical potential to be applied in everyday practice in the future.
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Ngalim SH, Yusoff N, Johnson RR, Abdul Razak SR, Chen X, Hobbs JK, Lee YY. A review on mechanobiology of cell adhesion networks in different stages of sporadic colorectal cancer to explain its tumorigenesis. PROGRESS IN BIOPHYSICS AND MOLECULAR BIOLOGY 2022; 175:63-72. [PMID: 36116549 DOI: 10.1016/j.pbiomolbio.2022.09.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/01/2021] [Revised: 09/07/2022] [Accepted: 09/12/2022] [Indexed: 06/15/2023]
Abstract
Sporadic colorectal cancer (CRC) is strongly linked to extraneous factors, like poor diet and lifestyle, but not to inherent factors like familial genetics. The changes at the epigenomics and signalling pathways are known across the sporadic CRC stages. The catch is that temporal information of the onset, the feedback loop, and the crosstalk of signalling and noise are still unclear. This makes it challenging to diagnose and treat colon cancer effectively with no relapse. Various microbial cells and native cells of the colon, contribute to sporadic CRC development. These cells secrete autocrine and paracrine for their bioenergetics and communications with other cell types. Imbalances of the biochemicals affect the epithelial lining of colon. One side of this epithelial lining is interfacing the dense colon tissue, while the other side is exposed to microbiota and excrement from the lumen. Hence, the epithelial lining is prone to tumorigenesis due to the influence of both biochemical and mechanical cues from its complex surrounding. The role of physical transformations in tumorigenesis have been limitedly discussed. In this context, cellular and tissue structures, and force transductions are heavily regulated by cell adhesion networks. These networks include cell anchoring mechanism to the surrounding, cell structural integrity mechanism, and cell effector molecules. This review will focus on the progression of the sporadic CRC stages that are governed by the underlaying cell adhesion networks within the epithelial cells. Additionally, current and potential technologies and therapeutics that target cell adhesion networks for treatments of sporadic CRC will be incorporated.
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Affiliation(s)
- Siti Hawa Ngalim
- Advanced Medical and Dental Institute, Universiti Sains Malaysia (USM) Bertam, 13200 Kepala Batas, Penang, Malaysia.
| | - Norwahida Yusoff
- School of Mechanical Engineering, Universiti Sains Malaysia (USM) Engineering Campus, 14300 Nibong Tebal, Penang, Malaysia
| | - Rayzel Renitha Johnson
- Advanced Medical and Dental Institute, Universiti Sains Malaysia (USM) Bertam, 13200 Kepala Batas, Penang, Malaysia
| | - Siti Razila Abdul Razak
- Advanced Medical and Dental Institute, Universiti Sains Malaysia (USM) Bertam, 13200 Kepala Batas, Penang, Malaysia
| | - Xinyue Chen
- Department of Physics and Astronomy, University of Sheffield, Hounsfield Road, Sheffield, S3 7RH, United Kingdom
| | - Jamie K Hobbs
- Department of Physics and Astronomy, University of Sheffield, Hounsfield Road, Sheffield, S3 7RH, United Kingdom
| | - Yeong Yeh Lee
- School of Medical Sciences, Universiti Sains Malaysia (USM) Kubang Kerian, 16150 Kota Bharu, Kelantan, Malaysia
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Hálková T, Ptáčková R, Semyakina A, Suchánek Š, Traboulsi E, Ngo O, Hejcmanová K, Májek O, Bureš J, Zavoral M, Minárik M, Benešová L. Somatic Mutations in Exon 7 of the TP53 Gene in Index Colorectal Lesions Are Associated with the Early Occurrence of Metachronous Adenoma. Cancers (Basel) 2022; 14:cancers14122823. [PMID: 35740488 PMCID: PMC9221022 DOI: 10.3390/cancers14122823] [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: 04/19/2022] [Revised: 06/02/2022] [Accepted: 06/05/2022] [Indexed: 02/04/2023] Open
Abstract
Simple Summary Identifying patients with an increased risk of early recurrence of colorectal lesions is still a problem. In our study, we focused on improving this identification by determining the mutation profile of index lesions. We found a statistically significant association between the mutation in exon 7 of the TP53 gene in the index lesion and the risk of early metachronous adenoma. Abstract (1) Background: this prospective study was focused on detailed analysis of the mutation heterogeneity in colorectal lesions removed during baseline (index) colonoscopy to identify patients at high risk of early occurrence of metachronous adenomas. (2) Methods: a total of 120 patients after endoscopic therapy of advanced colorectal neoplasia size ≥10 mm (index lesion) with subsequent surveillance colonoscopy after 10–18 months were included. In total, 143 index lesions and 84 synchronous lesions in paraffin blocks were divided into up to 30 samples. In each of them, the detection of somatic mutations in 11 hot spot gene loci was performed. Statistical analysis to correlate the mutation profiles and the degree of heterogeneity of the lesions with the risk of metachronous adenoma occurrence was undertaken. (3) Results: mutation in exon 7 of the TP53 gene found in the index lesion significantly correlated with the early occurrence of metachronous adenoma (log-rank test p = 0.003, hazard ratio 2.73, 95% confidence interval 1.14–6.56). We did not find an association between the risk of metachronous adenomas and other markers monitored. (4) Conclusions: the findings of this study could lead to an adjustment of existing recommendations for surveillance colonoscopies in a specific group of patients with mutations in exon 7 of the TP53 gene in an index lesion, where a shortening of surveillance interval may be warranted.
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Affiliation(s)
- Tereza Hálková
- Centre for Applied Genomics of Solid Tumors (CEGES), Genomac Research Institute, Drnovská 1112/60, 161 00 Prague, Czech Republic; (T.H.); (R.P.); (A.S.); (M.M.); (L.B.)
| | - Renata Ptáčková
- Centre for Applied Genomics of Solid Tumors (CEGES), Genomac Research Institute, Drnovská 1112/60, 161 00 Prague, Czech Republic; (T.H.); (R.P.); (A.S.); (M.M.); (L.B.)
| | - Anastasiya Semyakina
- Centre for Applied Genomics of Solid Tumors (CEGES), Genomac Research Institute, Drnovská 1112/60, 161 00 Prague, Czech Republic; (T.H.); (R.P.); (A.S.); (M.M.); (L.B.)
| | - Štěpán Suchánek
- Department of Medicine, 1st Faculty of Medicine, Charles University and Military University Hospital Prague, U Vojenské Nemocnice 1200, 169 02 Prague, Czech Republic;
- Department of Gastrointestinal Oncology, Military University Hospital Prague, U Vojenské Nemocnice 1200, 169 02 Prague, Czech Republic;
- Correspondence:
| | - Eva Traboulsi
- Department of Pathology, Military University Hospital Prague, U Vojenské Nemocnice 1200, 169 02 Prague, Czech Republic;
| | - Ondřej Ngo
- Faculty of Medicine, Institute of Biostatistics and Analyses, Masaryk University, Kamenice 126/3, 625 00 Brno, Czech Republic; (O.N.); (K.H.); (O.M.)
| | - Kateřina Hejcmanová
- Faculty of Medicine, Institute of Biostatistics and Analyses, Masaryk University, Kamenice 126/3, 625 00 Brno, Czech Republic; (O.N.); (K.H.); (O.M.)
| | - Ondřej Májek
- Faculty of Medicine, Institute of Biostatistics and Analyses, Masaryk University, Kamenice 126/3, 625 00 Brno, Czech Republic; (O.N.); (K.H.); (O.M.)
| | - Jan Bureš
- Department of Gastrointestinal Oncology, Military University Hospital Prague, U Vojenské Nemocnice 1200, 169 02 Prague, Czech Republic;
| | - Miroslav Zavoral
- Department of Medicine, 1st Faculty of Medicine, Charles University and Military University Hospital Prague, U Vojenské Nemocnice 1200, 169 02 Prague, Czech Republic;
- Department of Gastrointestinal Oncology, Military University Hospital Prague, U Vojenské Nemocnice 1200, 169 02 Prague, Czech Republic;
| | - Marek Minárik
- Centre for Applied Genomics of Solid Tumors (CEGES), Genomac Research Institute, Drnovská 1112/60, 161 00 Prague, Czech Republic; (T.H.); (R.P.); (A.S.); (M.M.); (L.B.)
- Elphogene, Drnovská 1112/60, 161 00 Prague, Czech Republic
- Department of Analytical Chemistry, Faculty of Science, Charles University, Hlavova 2030/8, 128 00 Prague, Czech Republic
| | - Lucie Benešová
- Centre for Applied Genomics of Solid Tumors (CEGES), Genomac Research Institute, Drnovská 1112/60, 161 00 Prague, Czech Republic; (T.H.); (R.P.); (A.S.); (M.M.); (L.B.)
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Gentilini F, Palgrave CJ, Neta M, Tornago R, Furlanello T, McKay JS, Sacchini F, Turba ME. Validation of a Liquid Biopsy Protocol for Canine BRAFV595E Variant Detection in Dog Urine and Its Evaluation as a Diagnostic Test Complementary to Cytology. Front Vet Sci 2022; 9:909934. [PMID: 35711804 PMCID: PMC9195143 DOI: 10.3389/fvets.2022.909934] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2022] [Accepted: 04/29/2022] [Indexed: 11/24/2022] Open
Abstract
A significant proportion of canine urothelial carcinomas carry the driver valine to glutamic acid variation (V595E) in BRAF kinase. The detection of V595E may prove suitable to guide molecularly targeted therapies and support non-invasive diagnosis of the urogenital system by means of a liquid biopsy approach using urine. Three cohorts and a control group were included in this multi-step validation study which included setting up a digital PCR assay. This was followed by investigation of preanalytical factors and two alternative PCR techniques on a liquid biopsy protocol. Finally, a blind study using urine as diagnostic sample has been carried out to verify its suitability as diagnostic test to complement cytology. The digital PCR (dPCR) assay proved consistently specific, sensitive, and linear. Using the dPCR assay, the prevalence of V595E in 22 urothelial carcinomas was 90.9%. When compared with histopathology as gold standard in the blind-label cases, the diagnostic accuracy of using the canine BRAF (cBRAF) variation as a surrogate assay against the histologic diagnosis was 85.7% with 92.3% positive predictive value and 80.0% negative predictive value. In all the cases, in which both biopsy tissue and the associated urine were assayed, the findings matched completely. Finally, when combined with urine sediment cytology examination in blind-label cases with clinical suspicion of malignancy, the dPCR assay significantly improved the overall diagnostic accuracy. A liquid biopsy approach on urine using the digital PCR may be a valuable breakthrough in the diagnostic of urothelial carcinomas in dogs.
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Affiliation(s)
- Fabio Gentilini
- Department of Veterinary Medical Sciences, University of Bologna, Ozzano dell'Emilia, Italy
| | | | - Michal Neta
- IDEXX Laboratories Ltd., Wetherby, West Yorkshire, United Kingdom
| | - Raimondo Tornago
- Department of Veterinary Medical Sciences, University of Bologna, Ozzano dell'Emilia, Italy
| | | | - Jennifer S McKay
- IDEXX Laboratories Ltd., Wetherby, West Yorkshire, United Kingdom
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Miyamoto S, Suda G, Ishikawa M, Hayashi H, Nimura S, Matsuno Y, Mori R, Tanishima S, Kudo T, Takagi T, Yamamoto Y, Ono S, Shimizu Y, Sakamoto N. Genomic profiling of intestinal/mixed-type superficial non-ampullary duodenal epithelial tumors. JGH OPEN 2021; 5:1071-1077. [PMID: 34584977 PMCID: PMC8454473 DOI: 10.1002/jgh3.12632] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/19/2021] [Accepted: 07/25/2021] [Indexed: 01/05/2023]
Abstract
Background and Aim The mechanism underlying carcinogenesis and the genomic features of superficial non‐ampullary duodenal epithelial tumors (SNADETs) have not been elucidated in detail. In this study, we examined the genomic features of incipient SNADETs, such as small lesions resected via endoscopic treatment, using next‐generation sequencing (NGS). Methods Twenty consecutive patients who underwent endoscopic treatment for SNADETs of less than 20 mm between January and December 2017 were enrolled. Targeted genomic sequencing was performed through NGS using a panel of 160 cancer‐related genes. Furthermore, the alteration/mutation frequencies in SNADETs were examined. Results The maximum size of the SNADETs examined in this study was 12 mm in diameter. Five SNADETs were classified as low‐grade dysplasia (LGD) tumors, while 14 SNADETs were classified as high‐grade dysplasia tumors. Only one carcinoma in situ was detected. NGS data for 16 samples were obtained. APC alterations were detected in 81% of samples (13/16). KRAS, BRAF, and TP53 alterations were detected in 25% (4/16), 18.8% (3/16), and 6.3% (1/16) of cases, respectively. Conclusion We detected APC alterations in most small SNADETs resected via endoscopic treatment, from LGD to carcinoma samples. Even in SNADETs classified as small LGD exhibited KRAS and BRAF alterations.
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Affiliation(s)
- Shuichi Miyamoto
- Department of Gastroenterology Hakodate Municipal Hospital Hakodate Japan.,Department of Gastroenterology and Hepatology Hokkaido University Graduate School of Medicine Sapporo Japan
| | - Goki Suda
- Department of Gastroenterology and Hepatology Hokkaido University Graduate School of Medicine Sapporo Japan
| | - Marin Ishikawa
- Department of Gastroenterology and Hepatology Hokkaido University Graduate School of Medicine Sapporo Japan
| | - Hideyuki Hayashi
- Genomics Unit, Keio Cancer Center Keio University School of Medicine Tokyo Japan
| | - Satoshi Nimura
- Department of Pathology Fukuoka University Chikushi Hospital Fukuoka Japan
| | - Yoshihiro Matsuno
- Department of Surgical Pathology Hokkaido University Hospital Sapporo Japan
| | - Ryo Mori
- Department of Biomedical Informatics Development Mitsubishi Space Software Co., Ltd. Tokyo Japan
| | - Shigeki Tanishima
- Department of Biomedical Informatics Development Mitsubishi Space Software Co., Ltd. Tokyo Japan
| | - Takahiko Kudo
- Department of Gastroenterology and Hepatology Health Science University of Hokkaido Sapporo Japan
| | - Tomofumi Takagi
- Department of Gastroenterology Japan Community Health Care Organization Sapporo Hokushin Hospital Sapporo Japan
| | - Yoshiya Yamamoto
- Department of Gastroenterology Hakodate Municipal Hospital Hakodate Japan
| | - Shoko Ono
- Department of Gastroenterology and Hepatology Hokkaido University Graduate School of Medicine Sapporo Japan
| | - Yuichi Shimizu
- Department of Gastroenterology and Hepatology Hokkaido University Graduate School of Medicine Sapporo Japan
| | - Naoya Sakamoto
- Department of Gastroenterology and Hepatology Hokkaido University Graduate School of Medicine Sapporo Japan
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10
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Olpe C, Khamis D, Chukanova M, Skoufou-Papoutsaki N, Kemp R, Marks K, Tatton C, Lindskog C, Nicholson A, Brunton-Sim R, Malhotra S, ten Hoopen R, Stanley R, Winton DJ, Morrissey E. A Diffusion-like Process Accommodates New Crypts During Clonal Expansion in Human Colonic Epithelium. Gastroenterology 2021; 161:548-559.e23. [PMID: 33895166 PMCID: PMC8377717 DOI: 10.1053/j.gastro.2021.04.035] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/28/2020] [Revised: 03/26/2021] [Accepted: 04/13/2021] [Indexed: 12/02/2022]
Abstract
BACKGROUND & AIMS Colorectal cancer (CRC) is thought to arise when the cumulative mutational burden within colonic crypts exceeds a certain threshold that leads to clonal expansion and ultimately neoplastic transformation. Therefore, quantification of the fixation and subsequent expansion of somatic mutations in normal epithelium is key to understanding colorectal cancer initiation. The aim of the present study was to determine how advantaged expansions can be accommodated in the human colon. METHODS Immunohistochemistry was used to visualize loss of the cancer driver KDM6A in formalin-fixed paraffin-embedded (FFPE) normal human colonic epithelium. Combining microscopy with neural network-based image analysis, we determined the frequencies of KDM6A-mutant crypts and fission/fusion intermediates as well as the spatial distribution of clones. Mathematical modeling then defined the dynamics of their fixation and expansion. RESULTS Interpretation of the age-related behavior of KDM6A-negative clones revealed significant competitive advantage in intracrypt dynamics as well as a 5-fold increase in crypt fission rate. This was not accompanied by an increase in crypt fusion. Mathematical modeling of crypt spacing identifies evidence for a crypt diffusion process. We define the threshold fission rate at which diffusion fails to accommodate new crypts, which can be exceeded by KRAS activating mutations. CONCLUSIONS Advantaged gene mutations in KDM6A expand dramatically by crypt fission but not fusion. The crypt diffusion process enables accommodation of the additional crypts up to a threshold value, beyond which polyp growth may occur. The fission rate associated with KRAS mutations offers a potential explanation for KRAS-initiated polyps.
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Affiliation(s)
- Cora Olpe
- Cancer Research-UK Cambridge Institute, Li Ka Shing Centre, Robinson Way, Cambridge, United Kingdom,Wellcome Trust-Medical Research Council, Cambridge Stem Cell Institute, Cambridge, UK
| | - Doran Khamis
- MRC Weatherall Institute of Molecular Medicine, University of Oxford, John Radcliffe Hospital, Headington, Oxford, United Kingdom
| | - Maria Chukanova
- Cancer Research-UK Cambridge Institute, Li Ka Shing Centre, Robinson Way, Cambridge, United Kingdom
| | - Nefeli Skoufou-Papoutsaki
- Cancer Research-UK Cambridge Institute, Li Ka Shing Centre, Robinson Way, Cambridge, United Kingdom,Wellcome Trust-Medical Research Council, Cambridge Stem Cell Institute, Cambridge, UK
| | - Richard Kemp
- Cancer Research-UK Cambridge Institute, Li Ka Shing Centre, Robinson Way, Cambridge, United Kingdom
| | - Kate Marks
- Pathology and Data Analytics, St James’s University Hospital, Leeds, United Kingdom
| | - Cerys Tatton
- Cancer Research-UK Cambridge Institute, Li Ka Shing Centre, Robinson Way, Cambridge, United Kingdom
| | - Cecilia Lindskog
- Department of Immunology, Genetics and Pathology, Science for Life Laboratory, Rudbeck Laboratory, Uppsala University, Uppsala, Sweden
| | - Anna Nicholson
- Cancer Research-UK Cambridge Institute, Li Ka Shing Centre, Robinson Way, Cambridge, United Kingdom
| | | | - Shalini Malhotra
- Department of Oncology, University of Cambridge, Cambridge, United Kingdom
| | - Rogier ten Hoopen
- Department of Oncology, University of Cambridge, Cambridge, United Kingdom
| | - Rachael Stanley
- Norwich Research Park BioRepository, Norwich, United Kingdom
| | - Douglas J. Winton
- Cancer Research-UK Cambridge Institute, Li Ka Shing Centre, Robinson Way, Cambridge, United Kingdom,Wellcome Trust-Medical Research Council, Cambridge Stem Cell Institute, Cambridge, UK,Correspondence Address correspondence to: Douglas J. Winton, PhD, Cancer Research-UK Cambridge Institute, Li Ka Shing Centre, Robinson Way, Cambridge, CB2 0RE, United Kingdom.
| | - Edward Morrissey
- MRC Weatherall Institute of Molecular Medicine, University of Oxford, John Radcliffe Hospital, Headington, Oxford, United Kingdom.
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11
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Johnstone MS, Lynch G, Park J, McSorley S, Edwards J. Novel Methods of Risk Stratifying Patients for Metachronous, Pre-Malignant Colorectal Polyps: A Systematic Review. Crit Rev Oncol Hematol 2021; 164:103421. [PMID: 34246774 DOI: 10.1016/j.critrevonc.2021.103421] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2021] [Revised: 06/29/2021] [Accepted: 06/29/2021] [Indexed: 02/07/2023] Open
Abstract
INTRODUCTION Despite conventional measures of future polyp risk (histology, dysplasia, size, number), surveillance places a burden on patients and colonoscopy services. We aimed to review novel risk stratification techniques. METHODS A systematic literature review was performed for studies using genomics, transcriptomics, IHC or microbiome as markers of metachronous polyp risk. RESULTS 4165 papers underwent title, 303 abstract and 215 full paper review. 25 papers were included. 49 mutations/ SNPs/ haplotypes in 23 genes/ chromosomal regions (KRAS, APC, EGFR, COX1/2, IL23R, DRD2, CYP2C9/24A1/7A1, UGT1A6, ODC, ALOX12/15, PGDH, SRC, IGSF5, KCNS3, EPHB1/ KY, FAM188b, 3p24.1, 9q33.2, 13q33.2) correlated with metachronous adenoma / advanced adenoma risk. Expression levels of 6 proteins correlated with metachronous adenoma (p53, β-catenin, COX2, Adnab-9, ALDH1A1) or sessile serrated polyp (ANXA10) risk. CONCLUSION Although genomic and IHC markers correlated with metachronous polyp risk, it seems likely that a panel of novel markers will be required to refine this risk.
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Affiliation(s)
- Mark S Johnstone
- Academic Unit of Surgery, School of Medicine, University of Glasgow, United Kingdom.
| | - Gerard Lynch
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, United Kingdom
| | - James Park
- Academic Unit of Surgery, School of Medicine, University of Glasgow, United Kingdom
| | - Stephen McSorley
- Academic Unit of Surgery, School of Medicine, University of Glasgow, United Kingdom
| | - Joanne Edwards
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, United Kingdom
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12
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Distinct Mutational Profile of Lynch Syndrome Colorectal Cancers Diagnosed under Regular Colonoscopy Surveillance. J Clin Med 2021; 10:jcm10112458. [PMID: 34206061 PMCID: PMC8198627 DOI: 10.3390/jcm10112458] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2021] [Revised: 05/17/2021] [Accepted: 05/26/2021] [Indexed: 11/17/2022] Open
Abstract
Regular colonoscopy even with short intervals does not prevent all colorectal cancers (CRC) in Lynch syndrome (LS). In the present study, we asked whether cancers detected under regular colonoscopy surveillance (incident cancers) are phenotypically different from cancers detected at first colonoscopy (prevalent cancers). We analyzed clinical, histological, immunological and mutational characteristics, including panel sequencing and high-throughput coding microsatellite (cMS) analysis, in 28 incident and 67 prevalent LS CRCs (n total = 95). Incident cancers presented with lower UICC and T stage compared to prevalent cancers (p < 0.0005). The majority of incident cancers (21/28) were detected after previous colonoscopy without any pathological findings. On the molecular level, incident cancers presented with a significantly lower KRAS codon 12/13 (1/23, 4.3% vs. 11/21, 52%; p = 0.0005) and pathogenic TP53 mutation frequency (0/17, 0% vs. 7/21, 33.3%; p = 0.0108,) compared to prevalent cancers; 10/17 (58.8%) incident cancers harbored one or more truncating APC mutations, all showing mutational signatures of mismatch repair (MMR) deficiency. The proportion of MMR deficiency-related mutational events was significantly higher in incident compared to prevalent CRC (p = 0.018). In conclusion, our study identifies a set of features indicative of biological differences between incident and prevalent cancers in LS, which should further be monitored in prospective LS screening studies to guide towards optimized prevention protocols.
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Shneider BL, Cortes-Santiago N, Schady DA, Krishnamoorthy S, Thevananther S, Rajapakshe K, Perera D, Huang S, Coarfa C. Constitutive activation of mitogen-activated protein kinase kinase (MEK1) in ileal enterocytes leads to dysplasia and a predisposition to cancer. Am J Physiol Gastrointest Liver Physiol 2021; 320:G366-G379. [PMID: 33470189 PMCID: PMC8202241 DOI: 10.1152/ajpgi.00065.2020] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
Activation of mitogen-activated protein kinases (MAPKs) is a key factor in the pathogenesis of cancer, although the specific role of mitogen-activated protein kinase kinase (MEK1) is not well understood. Villin promoter-driven Cre expression was used to excise a floxed stop cassette from a phosphomimetically constitutively activated MEK1 (caMEK1) expression construct in the intestine of C57BL/6 mice. Zygosity status of caMEK1 afforded assessment of the dose dependence of the effect. The expected mendelian distribution of genotypes and sex was observed in 443 progenies. Between 21 and 63 days of life, caMEK1 had no effect on body weight in male mice, but reduced body weight in female mice homozygous for caMEK1. At 10 wk of age, the ileum of caMEK1-expressing mice was characterized by the finding of dysplasia and profound changes in overall architecture. Paneth cells were nearly absent in caMEK1 homozygotes. Targeted proteomic profiling via reverse phase protein array analyses with confirmatory Western blotting revealed significant changes in protein and phosphoprotein expression, including upregulation of proteins downstream of MEK1, associated with enhanced markers of proliferation, diminished apoptosis, alterations in cell-fate determination, cell-cell interactions, and tight junctions. Long-term viability of caMEK1 homozygous mice was reduced with no survival beyond 1 yr. Invasive adenocarcinoma developed in three of ten older mice [15 wk (homozygous), 26 wk (homozygous), and 35 wk (heterozygous) of age]. Expression of caMEK1 in enterocytes leads to marked derangements in the intestinal epithelium, which is associated with a predisposition to the development of invasive cancer.NEW & NOTEWORTHY The ileum of mice with constitutive expression of activated MEK1 (via phosphomimetic changes) in enterocytes is markedly abnormal with architectural distortion and cytologic atypia, which evolves into an adenoma invasive carcinoma sequence. Phosphoproteomic analysis reveals upregulation of proteins downstream of MEK1, associated with enhanced markers of proliferation, diminished apoptosis, alterations in cell-fate determination, cell-cell interactions, and tight junctions. This novel model provides new insights into intestinal homeostasis and carcinogenesis.
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Affiliation(s)
- Benjamin L. Shneider
- 1Section of Pediatric Gastroenterology, Hepatology and Nutrition, Department of Pediatrics, Baylor College of Medicine, Houston, Texas
| | | | - Deborah A. Schady
- 2Department of Pathology and Immunology, Baylor College of Medicine, Houston, Texas
| | - Swapna Krishnamoorthy
- 1Section of Pediatric Gastroenterology, Hepatology and Nutrition, Department of Pediatrics, Baylor College of Medicine, Houston, Texas
| | - Sundararajah Thevananther
- 1Section of Pediatric Gastroenterology, Hepatology and Nutrition, Department of Pediatrics, Baylor College of Medicine, Houston, Texas
| | - Kimal Rajapakshe
- 3Department of Molecular and Cellular Biology, Dan L. Duncan Comprehensive Cancer Center, Houston, Texas
| | - Dimuthu Perera
- 3Department of Molecular and Cellular Biology, Dan L. Duncan Comprehensive Cancer Center, Houston, Texas
| | - Shixia Huang
- 3Department of Molecular and Cellular Biology, Dan L. Duncan Comprehensive Cancer Center, Houston, Texas
| | - Cristian Coarfa
- 3Department of Molecular and Cellular Biology, Dan L. Duncan Comprehensive Cancer Center, Houston, Texas,4Center for Prevention and Environmental Health, Baylor College of Medicine, Houston, Texas
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Klein MI, Cannataro VL, Townsend JP, Newman S, Stern DF, Zhao H. Identifying modules of cooperating cancer drivers. Mol Syst Biol 2021; 17:e9810. [PMID: 33769711 PMCID: PMC7995435 DOI: 10.15252/msb.20209810] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2020] [Revised: 01/20/2021] [Accepted: 01/26/2021] [Indexed: 12/22/2022] Open
Abstract
Identifying cooperating modules of driver alterations can provide insights into cancer etiology and advance the development of effective personalized treatments. We present Cancer Rule Set Optimization (CRSO) for inferring the combinations of alterations that cooperate to drive tumor formation in individual patients. Application to 19 TCGA cancer types revealed a mean of 11 core driver combinations per cancer, comprising 2-6 alterations per combination and accounting for a mean of 70% of samples per cancer type. CRSO is distinct from methods based on statistical co-occurrence, which we demonstrate is a suboptimal criterion for investigating driver cooperation. CRSO identified well-studied driver combinations that were not detected by other approaches and nominated novel combinations that correlate with clinical outcomes in multiple cancer types. Novel synergies were identified in NRAS-mutant melanomas that may be therapeutically relevant. Core driver combinations involving NFE2L2 mutations were identified in four cancer types, supporting the therapeutic potential of NRF2 pathway inhibition. CRSO is available at https://github.com/mikekleinsgit/CRSO/.
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Affiliation(s)
- Michael I Klein
- Program in Computational Biology and BioinformaticsYale UniversityNew HavenCTUSA
- Bioinformatics R&DSema4StamfordCTUSA
| | - Vincent L Cannataro
- Department of BiologyEmmanuel CollegeBostonMAUSA
- Department of BiostatisticsYale School of Public HealthNew HavenCTUSA
| | - Jeffrey P Townsend
- Program in Computational Biology and BioinformaticsYale UniversityNew HavenCTUSA
- Department of BiostatisticsYale School of Public HealthNew HavenCTUSA
- Yale Cancer CenterYale UniversityNew HavenCTUSA
| | | | - David F Stern
- Yale Cancer CenterYale UniversityNew HavenCTUSA
- Department of PathologyYale School of MedicineNew HavenCTUSA
| | - Hongyu Zhao
- Program in Computational Biology and BioinformaticsYale UniversityNew HavenCTUSA
- Department of BiostatisticsYale School of Public HealthNew HavenCTUSA
- Yale Cancer CenterYale UniversityNew HavenCTUSA
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15
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Carot L, Navarro G, Naranjo-Hans D, Iglesias-Coma M, Dalmases A, Fernández L, Seoane A, Buron A, Bellosillo B, Bessa X, Andreu M, Alvarez-Urturi C. Predictors of Metachronous Risk Polyps After Index Colonoscopy. Clin Transl Gastroenterol 2021; 12:e00304. [PMID: 33605613 PMCID: PMC7899856 DOI: 10.14309/ctg.0000000000000304] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/19/2020] [Accepted: 12/18/2020] [Indexed: 01/11/2023] Open
Abstract
INTRODUCTION Guidelines for surveillance after polypectomy are lacking in strong evidence. Our aim was to identify some precursors of colorectal cancer lesions at 3 years after polypectomy to improve stratification and surveillance programs. METHODS We included patients with high-risk lesions (HRLs), defined as advanced adenoma (AA), large serrated polyps (SPs), and multiplicity (≥3 of any adenomas/SPs). Data on age, sex, cardiovascular risk factors, pharmacological treatment, and the histological characteristics in each individual, and mutations in genes involved in the most advanced index polyp, were collected. Parameters independently associated with a metachronous HRL diagnosis were evaluated through univariate and multivariate analyses. The results are reported as odds ratios and 95% confidence intervals along with P values. RESULTS A total of 537 cases (median age: 60.7 years; 66% male) were included. Dyslipidemia and smoking correlated with metachronous HRLs. Multivariate logistic regression analysis showed that the presence of multiplicity with ≥3 polyps on the index colonoscopy was significantly associated with metachronous HRL, AA, proximal AA, and ≥3 polyps at 3 years. In addition, independent predictors of metachronous proximal AA were increasing age, female sex, and the loss of expression of the MLH1 protein. DISCUSSION Multiplicity was a strong predictor of HRLs at 3 years, although the inclusion of other clinical variables (age, sex, smoking status, and dyslipidemia) improves surveillance recommendations. Without these risk factors, the surveillance could be extended to 5 years; we propose examining the somatic expression of MHL1 in all patients.
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Affiliation(s)
- Laura Carot
- Gastroenterology Department, Hospital del Mar, IMIM (Hospital del Mar Medical Research Institute), Barcelona, Spain
- Medicine Department, Autonomous University of Barcelona, Barcelona, Spain
- Colorectal Neoplasms Clinical and Translational Research Group, IMIM (Hospital del Mar Medical Research Institute), Barcelona, Spain
| | - Gemma Navarro
- Pathology Department, Hospital del Mar, IMIM (Hospital del Mar Medical Research Institute), Barcelona, Spain
| | - Dolores Naranjo-Hans
- Pathology Department, Hospital del Mar, IMIM (Hospital del Mar Medical Research Institute), Barcelona, Spain
| | - Mar Iglesias-Coma
- Pathology Department, Hospital del Mar, IMIM (Hospital del Mar Medical Research Institute), Barcelona, Spain
| | - Alba Dalmases
- Pathology Department, Hospital del Mar, IMIM (Hospital del Mar Medical Research Institute), Barcelona, Spain
| | - Lierni Fernández
- Pathology Department, Hospital del Mar, IMIM (Hospital del Mar Medical Research Institute), Barcelona, Spain
| | - Agustín Seoane
- Gastroenterology Department, Hospital del Mar, IMIM (Hospital del Mar Medical Research Institute), Barcelona, Spain
- Colorectal Neoplasms Clinical and Translational Research Group, IMIM (Hospital del Mar Medical Research Institute), Barcelona, Spain
| | - Andrea Buron
- Colorectal Neoplasms Clinical and Translational Research Group, IMIM (Hospital del Mar Medical Research Institute), Barcelona, Spain
- Epidemiology and Evaluation Department, Hospital del Mar, IMIM (Hospital del Mar Medical Research Institute), Barcelona, Spain
| | - Beatriz Bellosillo
- Medicine Department, Autonomous University of Barcelona, Barcelona, Spain
- Pathology Department, Hospital del Mar, IMIM (Hospital del Mar Medical Research Institute), Barcelona, Spain
| | - Xavier Bessa
- Gastroenterology Department, Hospital del Mar, IMIM (Hospital del Mar Medical Research Institute), Barcelona, Spain
- Medicine Department, Autonomous University of Barcelona, Barcelona, Spain
- Colorectal Neoplasms Clinical and Translational Research Group, IMIM (Hospital del Mar Medical Research Institute), Barcelona, Spain
| | - Montserrat Andreu
- Gastroenterology Department, Hospital del Mar, IMIM (Hospital del Mar Medical Research Institute), Barcelona, Spain
- Colorectal Neoplasms Clinical and Translational Research Group, IMIM (Hospital del Mar Medical Research Institute), Barcelona, Spain
| | - Cristina Alvarez-Urturi
- Gastroenterology Department, Hospital del Mar, IMIM (Hospital del Mar Medical Research Institute), Barcelona, Spain
- Colorectal Neoplasms Clinical and Translational Research Group, IMIM (Hospital del Mar Medical Research Institute), Barcelona, Spain
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16
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Effects of Somatic Methylation in Colonic Polyps on Risk of Developing Metachronous Advanced Colorectal Lesions. Cancers (Basel) 2021; 13:cancers13020246. [PMID: 33440809 PMCID: PMC7827613 DOI: 10.3390/cancers13020246] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2020] [Revised: 12/22/2020] [Accepted: 12/27/2020] [Indexed: 12/25/2022] Open
Abstract
The utility of molecular markers for predicting the risk of metachronous advanced colorectal lesions (MACLs) remains poorly investigated. We examined the relationship between somatic hypermethylation in polyps at baseline and the risk of developing MACL. This retrospective cohort study included 281 consecutive patients with colonic polyps who were enrolled between 2007 and 2009 and followed-up until 2014. MACLs were defined as adenomas of ≥10 mm, high-grade dysplasia, or with a villous component; and serrated lesions of ≥10 mm or with dysplasia. In total, 595 polyps were removed at baseline colonoscopy and analyzed for pathological characteristics and CpG island methylator phenotype (CIMP) using the MS-MLPA (Methylation-Specific -- Multiplex Ligation-dependent Probe Amplification) technique. Forty-five patients (16.0%) showed at least one CIMP+ polyp. MACL risk was higher in patients with CIMP+ polyps (odds ratio (OR), 4.50; 95% CI, 1.78-11.4; p = 0.002). Patients with CIMP+ polyps also exhibited shorter time to MACL development (33.8 months vs. 50.1 months; p < 0.001), even with adjustment for polyp size and number (OR, 2.40; 95% CI, 1.33-4.34). Adding CIMP analysis improved the sensitivity (57.0% to 70.9%), negative predictive value (71.1% to 77.3%), and overall accuracy (49.8% to 52.0%) for MACL risk estimation. These results highlight that CIMP may be a useful marker for endoscopic surveillance.
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17
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Hua X, Newcomb PA, Chubak J, Malen RC, Ziebell R, Kamineni A, Zhu LC, Upton MP, Wurscher MA, Thomas SS, Newman H, Hardikar S, Burnett-Hartman AN. Associations between molecular characteristics of colorectal serrated polyps and subsequent advanced colorectal neoplasia. Cancer Causes Control 2020; 31:631-640. [PMID: 32358694 DOI: 10.1007/s10552-020-01304-1] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2019] [Accepted: 04/24/2020] [Indexed: 02/08/2023]
Abstract
PURPOSE BRAF mutation and DNA hypermethylation have linked sessile serrated adenomas/polyps (SSA/Ps) to serrated colorectal cancer (CRC) in cross-sectional studies, but they have not been evaluated in a longitudinal study. We aimed to evaluate the associations between molecular markers of serrated polyps and subsequent advanced colorectal neoplasia. METHODS Study subjects included Kaiser Permanente Washington members aged 20-75 years who received an index colonoscopy between 1/1/1998 and 12/31/2007 and had hyperplastic polyps (HPs) or SSA/Ps according to study pathology review. Polyps from index colonoscopies were removed and assayed for BRAF mutation, CpG island methylator phenotype (CIMP), and MLH1 methylation. Pathology reports and biopsies from the subsequent lower gastrointestinal endoscopy through 1/1/2013 were reviewed for advanced colorectal neoplasia. We identified additional incident CRC cases through linkage to the Seattle-Puget Sound Surveillance Epidemiology and End Results registry. We used generalized estimating equations to calculate adjusted odds ratios (OR) and 95% confidence intervals (CI) for subsequent advanced colorectal neoplasia, comparing index serrated polyps with different molecular markers. RESULTS We included 553 individuals with index serrated polyps (420 HPs and 133 SSA/Ps) and 795 subsequent endoscopies. The prevalence of BRAF-mutant, CIMP-high, and MLH1-methylated serrated polyps were 51%, 4%, and 2%, respectively. BRAF and CIMP were not associated with subsequent advanced colorectal neoplasia. MLH1-methylated SSP/As were significantly more likely to have subsequent advanced neoplasia (OR = 4.66, 95% CI 1.06-20.51). CONCLUSION Our results suggest that BRAF-mutant and CIMP-high serrated polyps are not associated with subsequent advanced colorectal neoplasia. Among SSA/Ps, MLH1 methylation may be an important marker to identify high-risk CRC precursors.
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Affiliation(s)
- Xinwei Hua
- School of Public Health, University of Washington, Seattle, WA, USA
- Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Polly A Newcomb
- School of Public Health, University of Washington, Seattle, WA, USA
- Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Jessica Chubak
- School of Public Health, University of Washington, Seattle, WA, USA
- Kaiser Permanente Washington Health Research Institute, Seattle, WA, USA
| | - Rachel C Malen
- Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Rebecca Ziebell
- Kaiser Permanente Washington Health Research Institute, Seattle, WA, USA
| | - Aruna Kamineni
- Kaiser Permanente Washington Health Research Institute, Seattle, WA, USA
| | - Lee-Ching Zhu
- Kaiser Permanente Washington Health Research Institute, Seattle, WA, USA
| | - Melissa P Upton
- Department of Pathology, University of Washington, Seattle, WA, USA
| | | | | | - Hana Newman
- Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Sheetal Hardikar
- Fred Hutchinson Cancer Research Center, Seattle, WA, USA
- Population Health Sciences, Huntsman Cancer Institute, University of Utah, Salt Lake City, UT, USA
| | - Andrea N Burnett-Hartman
- Fred Hutchinson Cancer Research Center, Seattle, WA, USA.
- Kaiser Permanente Colorado, Institute for Health Research, 2550 S Parker Rd, Suite 200, Waterpark III, 2nd floor, Aurora, CO, 80014, USA.
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18
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Dean M, Plesec T, Kalady MF, Church J. Patterns of polyp histology: predictors of peril in the mucosa. ANZ J Surg 2020; 90:807-811. [PMID: 32052570 DOI: 10.1111/ans.15662] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2019] [Revised: 11/27/2019] [Accepted: 12/08/2019] [Indexed: 01/16/2023]
Abstract
BACKGROUND Precursor colonic polyps of varied subtypes correlate with the known neoplastic pathways. When patients present with synchronous pre-malignant polyps of multiple histologies, multiple genetic mechanisms are likely to be active, potentially resulting in a more unstable, tumourigenic mucosa. METHODS We hypothesized that patients with a combination of sessile serrated adenomas/polyps (SSA/Ps), hyperplastic (HP) polyps and adenomas would be at highest risk of developing dysplasia/cancer compared to SSA/Ps alone, due to the synergistic effect of multiple active carcinogenic pathways. A prospective colonoscopy database was examined for patients with a history of SSA/P. Patients were placed into four groups based on patterns of polyp histology as follows: (i) only SSA/Ps; (ii) SSA/P + HP; (iii) SSA/Ps + adenomas; and (iv) SSA/Ps + HP + adenomas. These groups were compared in terms of the numbers, size, location and histology of polyps and personal or family history of colorectal cancer. RESULTS A total of 374 patients were included. The average age was 70 years (range 21-88), and 43% were male. There was a trend towards the most aggressive neoplastic pattern in group 4, associated with a tendency to larger SSA/Ps, more villous architecture in the adenomas and more high-grade dysplasia in both types of polyps. It was also associated with multiplicity of both SSA/Ps and adenomas. No SSA/Ps existing in the absence of adenomas had cytological dysplasia. CONCLUSION The combination of SSA/Ps, HP and adenomas in the colorectal epithelium seems to be a marker for aggressive carcinogenesis and suggests that accurate and effective surveillance is important to manage this risk.
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Affiliation(s)
- Meara Dean
- Department of Colorectal Surgery, Cleveland Clinic, Cleveland, Ohio, USA
| | - Thomas Plesec
- Department of Anatomic Pathology, Cleveland Clinic, Cleveland, Ohio, USA
| | - Matthew F Kalady
- Department of Colorectal Surgery, Cleveland Clinic, Cleveland, Ohio, USA
| | - James Church
- Department of Colorectal Surgery, Cleveland Clinic, Cleveland, Ohio, USA
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19
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Taggart MW, Foo WC, Lee SM. Tumors of the Gastrointestinal System Including the Pancreas. ONCOLOGICAL SURGICAL PATHOLOGY 2020:691-870. [DOI: 10.1007/978-3-319-96681-6_12] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/06/2025]
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20
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Takeda T, Banno K, Kobayashi Y, Adachi M, Yanokura M, Tominaga E, Kosaki K, Aoki D. Mutations of RAS genes in endometrial polyps. Oncol Rep 2019; 42:2303-2308. [PMID: 31638232 PMCID: PMC6826305 DOI: 10.3892/or.2019.7353] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2019] [Accepted: 08/27/2019] [Indexed: 11/05/2022] Open
Abstract
Endometrial polyps are common, yet the molecular mechanisms underlying their formation and progression remain unclear. We examined gene mutations possibly related to the pathogenesis of endometrial polyps, as well as to their clinical features. Four premenopausal patients with endometrial polyps, who were not under drug treatment, were recruited. Whole exomes of endometrial polyps and peripheral blood lymphocytes were analyzed by next‑generation sequencing, and somatic mutations were derived by subtraction. Then, 35 samples of endometrial polyps and 12 samples of atypical polypoid adenomyoma were newly recruited to validate the identified mutations by polymerase chain reaction‑reverse sequence specific oligonucleotide method. The mutations were also analyzed in separate stromal and glandular components of the polyps after laser‑capture microdissection. Whole exome sequencing revealed that KRAS mutations were the only type of mutation detectable in multiple cases (2/4). Targeted mutation analysis revealed that 16 of 35 samples (45.7%) of endometrial polyps harbored RAS mutations. Mutation‑positive cases exhibited a significantly higher number of endometrial polyps (3.25±2.70 vs. 1.74±0.87, P=0.045). Laser‑capture microdissection in NRAS‑mutated endometrial polyps revealed that both stromal and glandular components harbored RAS mutations. There was no RAS mutation in 12 samples of atypical polypoid adenomyoma. This is the first report demonstrating that pathogenic RAS mutations are frequent in non‑treated endometrial polyps. RAS mutations may have an important role in tumorigenesis and in the formation of multiple endometrial polyps.
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Affiliation(s)
- Takashi Takeda
- Department of Obstetrics and Gynecology, Keio University School of Medicine, Tokyo 160‑8582, Japan
| | - Kouji Banno
- Department of Obstetrics and Gynecology, Keio University School of Medicine, Tokyo 160‑8582, Japan
| | - Yusuke Kobayashi
- Department of Obstetrics and Gynecology, Keio University School of Medicine, Tokyo 160‑8582, Japan
| | - Masataka Adachi
- Department of Obstetrics and Gynecology, Keio University School of Medicine, Tokyo 160‑8582, Japan
| | - Megumi Yanokura
- Department of Obstetrics and Gynecology, Keio University School of Medicine, Tokyo 160‑8582, Japan
| | - Eiichiro Tominaga
- Department of Obstetrics and Gynecology, Keio University School of Medicine, Tokyo 160‑8582, Japan
| | - Kenjiro Kosaki
- Center for Medical Genetics, Keio University School of Medicine, Tokyo 160‑8582, Japan
| | - Daisuke Aoki
- Department of Obstetrics and Gynecology, Keio University School of Medicine, Tokyo 160‑8582, Japan
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21
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Travaglino A, D'Armiento FP, Cassese G, Campanino MR, Borrelli G, Pignatiello S, Luglio G, Maione F, De Palma GD, D'Armiento M. Clinicopathological factors associated with BRAF-V600E mutation in colorectal serrated adenomas. Histopathology 2019; 75:160-173. [PMID: 30815911 DOI: 10.1111/his.13846] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
Serrated adenomas are genetically heterogeneous, and the histological classification into sessile serrated (SSA) adenoma and traditional serrated adenoma (TSA) does not reflect the molecular landscape. The objective of this study was to assess clinical or pathological factors associated with BRAF-V600E mutation in serrated adenomas. Systematic review and meta-analysis was performed by searching electronic databases from January 2011 to January 2019 for studies assessing the association of BRAF-V600E mutation with clinical or pathological features of serrated adenomas. Odds ratio (OR) was calculated for each factor; a P-value <0.05 was considered significant. Forty studies assessing 3511 serrated adenomas (2375 SSAs and 1136 TSAs) were included. BRAF-V600E mutation was significantly associated with proximal localisation (OR = 2.71; P < 0.00001) and CIMP-H status (OR = 4.81; P < 0.0001) in both SSA and TSA, with polyp size <10 mm (OR = 0.41; P = 0.02) in TSA, and with endoscopic pit pattern II-O (OR = 13.11; P < 0.00001) and expression of MUC5A5 (OR = 4.43; P = 0.003) and MUC6 (OR = 2.28; P < 0.05) in SSA. Conversely, BRAF mutation was not associated with age <70 years (OR = 1.63; P = 0.34), age <60 years (OR = 0.86; P = 0.79), female sex (OR = 0.77; P = 0.12), flat morphology (OR = 1.52; P = 0.16), presence of any dysplasia (OR = 1.01; P = 0.59), serrated dysplasia (OR = 1.23; P = 0.72) and invasive cancer (OR = 0.67; P = 0.32), nuclear β-catenin expression (OR = 0.73; P = 0.21) and p53 overexpression (OR = 1.24; P = 0.82). In conclusion, BRAF-V600E mutation is associated with proximal localisation and CIMP-H status in both SSA and TSA, with size <10 mm only in TSA, and with expression of MUC5A5 and MUC6 and endoscopic pit pattern II-O at least in SSA. In serrated adenomas, BRAF-V600E mutation does not seem to be associated with age and sex, with the prevalence of dysplasia and cancer and with the morphology of the dysplastic component.
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Affiliation(s)
- Antonio Travaglino
- Department of Advanced Biomedical Sciences, School of Medicine, University of Naples Federico II, Naples, Italy
| | - Francesco P D'Armiento
- Department of Advanced Biomedical Sciences, School of Medicine, University of Naples Federico II, Naples, Italy
| | - Gianluca Cassese
- Department of Clinical Medicine and Surgery, School of Medicine, University of Naples Federico II, Naples, Italy
| | - Maria R Campanino
- Department of Advanced Biomedical Sciences, School of Medicine, University of Naples Federico II, Naples, Italy
| | - Giorgio Borrelli
- Department of Advanced Biomedical Sciences, School of Medicine, University of Naples Federico II, Naples, Italy
| | - Sara Pignatiello
- Department of Advanced Biomedical Sciences, School of Medicine, University of Naples Federico II, Naples, Italy
| | - Gaetano Luglio
- Department of Clinical Medicine and Surgery, School of Medicine, University of Naples Federico II, Naples, Italy
| | - Francesco Maione
- Department of Clinical Medicine and Surgery, School of Medicine, University of Naples Federico II, Naples, Italy
| | - Giovanni D De Palma
- Department of Clinical Medicine and Surgery, School of Medicine, University of Naples Federico II, Naples, Italy
| | - Maria D'Armiento
- Department of Public Health, School of Medicine, University of Naples Federico II, Naples, Italy
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22
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Abstract
Adenomatous polyps of the vulva and vagina are extremely rare. We report a case of a 74-yr-old women with a tubulovillous adenoma occurring in the vagina, and a second one occurring later in the vulva. Tumor cells in both lesions were CK7, CK20, CDX-2, and showed intact mismatch-repair proteins. A G13D (c.38G>A, p.Gly13Asp) mutation in the KRAS gene was identified in both masses. As well, a novel frameshift truncating mutation (c.4320delA, p.Pro1441fsTer32) in the APC gene was detected only in the vaginal mass, ruling out the possibility that the vulvar mass was a local recurrence of the vaginal mass. This is the first identification of KRAS and APC gene mutations in adenomatous polyps involving the female lower genital tract.
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23
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Ogino S, Nowak JA, Hamada T, Phipps AI, Peters U, Milner DA, Giovannucci EL, Nishihara R, Giannakis M, Garrett WS, Song M. Integrative analysis of exogenous, endogenous, tumour and immune factors for precision medicine. Gut 2018; 67:1168-1180. [PMID: 29437869 PMCID: PMC5943183 DOI: 10.1136/gutjnl-2017-315537] [Citation(s) in RCA: 128] [Impact Index Per Article: 18.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/24/2017] [Revised: 01/02/2018] [Accepted: 01/05/2018] [Indexed: 12/14/2022]
Abstract
Immunotherapy strategies targeting immune checkpoints such as the CTLA4 and CD274 (programmed cell death 1 ligand 1, PD-L1)/PDCD1 (programmed cell death 1, PD-1) T-cell coreceptor pathways are revolutionising oncology. The approval of pembrolizumab use for solid tumours with high-level microsatellite instability or mismatch repair deficiency by the US Food and Drug Administration highlights promise of precision immuno-oncology. However, despite evidence indicating influences of exogenous and endogenous factors such as diet, nutrients, alcohol, smoking, obesity, lifestyle, environmental exposures and microbiome on tumour-immune interactions, integrative analyses of those factors and immunity lag behind. Immune cell analyses in the tumour microenvironment have not adequately been integrated into large-scale studies. Addressing this gap, the transdisciplinary field of molecular pathological epidemiology (MPE) offers research frameworks to integrate tumour immunology into population health sciences, and link the exposures and germline genetics (eg, HLA genotypes) to tumour and immune characteristics. Multilevel research using bioinformatics, in vivo pathology and omics (genomics, epigenomics, transcriptomics, proteomics and metabolomics) technologies is possible with use of tissue, peripheral blood circulating cells, cell-free plasma, stool, sputum, urine and other body fluids. This immunology-MPE model can synergise with experimental immunology, microbiology and systems biology. GI neoplasms represent exemplary diseases for the immunology-MPE model, given rich microbiota and immune tissues of intestines, and the well-established carcinogenic role of intestinal inflammation. Proof-of-principle studies on colorectal cancer provided insights into immunomodulating effects of aspirin, vitamin D, inflammatory diets and omega-3 polyunsaturated fatty acids. The integrated immunology-MPE model can contribute to better understanding of environment-tumour-immune interactions, and effective immunoprevention and immunotherapy strategies for precision medicine.
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Affiliation(s)
- Shuji Ogino
- Program in MPE Molecular Pathological Epidemiology, Department of Pathology, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts, USA,Department of Oncologic Pathology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts, USA,Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA,Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, Massachusetts, USA
| | - Jonathan A Nowak
- Program in MPE Molecular Pathological Epidemiology, Department of Pathology, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Tsuyoshi Hamada
- Department of Oncologic Pathology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts, USA
| | - Amanda I Phipps
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, Washington, USA,Department of Epidemiology, University of Washington, Seattle, Washington, USA
| | - Ulrike Peters
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, Washington, USA,Department of Epidemiology, University of Washington, Seattle, Washington, USA
| | - Danny A Milner
- American Society for Clinical Pathology, Chicago, Illinois, USA
| | - Edward L Giovannucci
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA,Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA,Channing Division of Network Medicine, Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Reiko Nishihara
- Program in MPE Molecular Pathological Epidemiology, Department of Pathology, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts, USA,Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA,Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, Massachusetts, USA,Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA,Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA
| | - Marios Giannakis
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, Massachusetts, USA,Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts, USA,Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Wendy S Garrett
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, Massachusetts, USA,Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts, USA,Department of Immunology and Infectious Diseases, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA
| | - Mingyang Song
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA,Clinical and Translational Epidemiology Unit, Massachusetts General Hospital, Boston, Massachusetts, USA,Division of Gastroenterology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
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