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Tan C, Wang Q, Yao S. Effects of Adjuvant Chemotherapy on Early-onset Stage II Colon Cancer at Different Tumor Sites. Am J Clin Oncol 2024; 47:253-258. [PMID: 38251762 DOI: 10.1097/coc.0000000000001084] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2024]
Abstract
OBJECTIVES Left-sided colon cancer (LSCC) and right-sided colon cancer (RSCC) have shown distinct clinical and prognostic features. We investigated the effect of adjuvant chemotherapy (ACT) on cause-specific survival (CSS) in patients with stage II LSCC and RSCC. METHODS Using the Surveillance, Epidemiology and End Results (SEER) database, a cohort of patients with stage II colon cancer, aged between 20 and 49 years was identified. Both Cox proportional hazards regression and Kaplan-Meier survival analysis as well as propensity score matching were used. RESULTS Overall, 5633 patients were eligible. Patients with RSCC were more likely to be male, black, and younger, with a poor grade and histologic type, and were more likely to have more regional nodes examined and larger tumor size. After propensity score matching, CSS was significantly superior in patients with RSCC compared to those with LSCC (Hazard Ratio (HR): 0.80, 95% CI: 0.68-0.95, P =0.01). However, no survival benefit was observed for patients with LSCC after ACT (HR: 1.10, 95% CI: 0.90-1.35, P =0.35), and surprisingly, ACT was found to do more harm than good in patients with RSCC (HR: 1.31, 95% CI: 1.05-1.63, P =0.02). Even among patients with high-risk features such as T4 stage and regional nodes examined<12 in both groups, ACT still did not improve CSS except for T4 stage LSCC (HR: 0.65, 95% CI: 0.44-0.97, P =0.02). CONCLUSIONS The results of this analysis indicate that the prognosis of RSCC is better than that of LSCC in stage II colon cancer, and ACT did not improve CSS in patients with either LSCC or RSCC. Even in patients with parts of high-risk features, ACT still did not improve CSS, except for T4 stage LSCC.
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Affiliation(s)
- Chang Tan
- Graduate School, Peking University China-Japan Friendship School of Clinical Medicine
| | - Qianqian Wang
- Graduate School, Peking University China-Japan Friendship School of Clinical Medicine
| | - Shukun Yao
- Graduate School, Peking University China-Japan Friendship School of Clinical Medicine
- Department of Gastroenterology, China-Japan Friendship Hospital, Beijing, China
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Bian X, Sun Q, Wang M, Dong H, Dai X, Zhang L, Fan G, Chen G. Preoperative prediction of microsatellite instability status in colorectal cancer based on a multiphasic enhanced CT radiomics nomogram model. BMC Med Imaging 2024; 24:77. [PMID: 38566000 PMCID: PMC10988858 DOI: 10.1186/s12880-024-01252-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2023] [Accepted: 03/18/2024] [Indexed: 04/04/2024] Open
Abstract
BACKGROUND To investigate the value of a nomogram model based on the combination of clinical-CT features and multiphasic enhanced CT radiomics for the preoperative prediction of the microsatellite instability (MSI) status in colorectal cancer (CRC) patients. METHODS A total of 347 patients with a pathological diagnosis of colorectal adenocarcinoma, including 276 microsatellite stabilized (MSS) patients and 71 MSI patients (243 training and 104 testing), were included. Univariate and multivariate regression analyses were used to identify the clinical-CT features of CRC patients linked with MSI status to build a clinical model. Radiomics features were extracted from arterial phase (AP), venous phase (VP), and delayed phase (DP) CT images. Different radiomics models for the single phase and multiphase (three-phase combination) were developed to determine the optimal phase. A nomogram model that combines clinical-CT features and the optimal phasic radscore was also created. RESULTS Platelet (PLT), systemic immune inflammation index (SII), tumour location, enhancement pattern, and AP contrast ratio (ACR) were independent predictors of MSI status in CRC patients. Among the AP, VP, DP, and three-phase combination models, the three-phase combination model was selected as the best radiomics model. The best MSI prediction efficacy was demonstrated by the nomogram model built from the combination of clinical-CT features and the three-phase combination model, with AUCs of 0.894 and 0.839 in the training and testing datasets, respectively. CONCLUSION The nomogram model based on the combination of clinical-CT features and three-phase combination radiomics features can be used as an auxiliary tool for the preoperative prediction of the MSI status in CRC patients.
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Affiliation(s)
- Xuelian Bian
- Department of Radiology, The Second Affiliated Hospital of Soochow University, San Xiang Road No. 1055, 215004, Suzhou, Jiangsu, China
| | - Qi Sun
- Department of Radiology, The Second Affiliated Hospital of Soochow University, San Xiang Road No. 1055, 215004, Suzhou, Jiangsu, China
| | - Mi Wang
- Department of Radiology, The Second Affiliated Hospital of Soochow University, San Xiang Road No. 1055, 215004, Suzhou, Jiangsu, China
| | - Hanyun Dong
- Department of Radiology, The Second Affiliated Hospital of Soochow University, San Xiang Road No. 1055, 215004, Suzhou, Jiangsu, China
| | - Xiaoxiao Dai
- Department of Pathlogy, The Second Affiliated Hospital of Soochow University, San Xiang Road No. 1055, 215004, Suzhou, Jiangsu, China
| | - Liyuan Zhang
- Department of Radiotherapy, The Second Affiliated Hospital of Soochow University, San Xiang Road No. 1055, 215004, Suzhou, Jiangsu, China
| | - Guohua Fan
- Department of Radiology, The Second Affiliated Hospital of Soochow University, San Xiang Road No. 1055, 215004, Suzhou, Jiangsu, China
| | - Guangqiang Chen
- Department of Radiology, The Second Affiliated Hospital of Soochow University, San Xiang Road No. 1055, 215004, Suzhou, Jiangsu, China.
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Santos FA, Reis RM, Barroti LC, Pereira AAL, Matsushita MM, de Carvalho AC, Datorre JG, Berardinelli GN, Araujo RLC. Overall Survival, BRAF, RAS, and MSI Status in Patients Who Underwent Cetuximab After Refractory Chemotherapy for Metastatic Colorectal Cancer. J Gastrointest Cancer 2024; 55:344-354. [PMID: 37608030 DOI: 10.1007/s12029-023-00964-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/12/2023] [Indexed: 08/24/2023]
Abstract
PURPOSE Evaluate overall survival (OS), RAS, BRAF, and MSI frequencies in patients with metastatic colorectal cancer (mCRC), refractory to chemotherapy, and finally treated with cetuximab. METHODS A retrospective cohort study to evaluate 211 mCRC patients with wild-type KRAS treated with cetuximab. BRAF V600E, KRAS, NRAS gene mutations, and MSI status were identified using PCR techniques in a population of pre-treated patients who were refractory to fluoropyrimidines, oxaliplatin, and irinotecan. In addition, we evaluated the mutation frequency of the BRAF and NRAS genes and the MSI status of this population. Uni- and multivariate analyses were performed for independent prognostic factors of OS. RESULTS The median OS was 10.4 months, 6.6 months for patients with right and 11.5 months for left colon cancers (p = 0.02). The frequencies of mutations were BRAF at 3.9% (median OS of 4.9 months), NRAS at 3.38% (median OS of 6.9 months), and MSI-High status at 3.3% (median OS of 4.6 months). The OS, NRAS, and MSI frequencies were similar to those found in other studies that evaluated cetuximab in poly-treated patients and were associated with lower survival rates in univariate analyses. The frequency of BRAF mutations was lower than that found in previous studies. The only variable that remained significant for OS in the multivariate model was tumour laterality, with patients with right colon cancer presenting a worse prognosis (HR = 2.81). CONCLUSION Although BRAF, NRAS mutations, and MSI-High status were associated with shorter OS in univariate analyses, only tumour laterality remained an independent prognostic factor in the multivariate analysis.
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Affiliation(s)
| | - Rui Manuel Reis
- Molecular Oncology Research Center, Barretos Cancer Hospital, Barretos, Brazil
- Life and Health Sciences Research Institute (ICVS), School Medicine, University of Minho, Braga, Portugal
- ICVS/3B's - PT Government Associate Laboratory, Braga/Guimaraes, Portugal
| | - Lucas C Barroti
- Department of Dermatology, Universidade Federal de Sao Paulo, Sao Paulo, Brazil
| | - Allan A L Pereira
- Clinical Oncology Department, Hospital Sirio Libanes de Brasilia-DF, Sao Paulo, Brazil
| | | | | | | | | | - Raphael L C Araujo
- Department of Surgery, Digestive Surgery Service, Universidade Federal de Sao Paulo, Sao Paulo, Brazil.
- Instituto de Ensino e Pesquisa, Barretos Cancer Hospital, Sao Paulo, Brazil.
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Majid U, Bergsland CH, Sveen A, Bruun J, Eilertsen IA, Bækkevold ES, Nesbakken A, Yaqub S, Jahnsen FL, Lothe RA. The prognostic effect of tumor-associated macrophages in stage I-III colorectal cancer depends on T cell infiltration. Cell Oncol (Dordr) 2024:10.1007/s13402-024-00926-w. [PMID: 38407700 DOI: 10.1007/s13402-024-00926-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/12/2024] [Indexed: 02/27/2024] Open
Abstract
BACKGROUND Tumor-associated macrophages (TAMs) are associated with unfavorable patient prognosis in many cancer types. However, TAMs are a heterogeneous cell population and subsets have been shown to activate tumor-infiltrating T cells and confer a good patient prognosis. Data on the prognostic value of TAMs in colorectal cancer are conflicting. We investigated the prognostic effect of TAMs in relation to tumor-infiltrating T cells in colorectal cancers. METHODS The TAM markers CD68 and CD163 were analyzed by multiplex fluorescence immunohistochemistry and digital image analysis on tissue microarrays of 1720 primary colorectal cancers. TAM density in the tumor stroma was scored in relation to T cell density (stromal CD3+ and epithelial CD8+ cells) and analyzed in Cox proportional hazards models of 5-year relapse-free survival. Multivariable survival models included clinicopathological factors, MSI status and BRAFV600E mutation status. RESULTS High TAM density was associated with a favorable 5-year relapse-free survival in a multivariable model of patients with stage I-III tumors (p = 0.004, hazard ratio 0.94, 95% confidence interval 0.90-0.98). However, the prognostic effect was dependent on tumoral T-cell density. High TAM density was associated with a good prognosis in patients who also had high T-cell levels in their tumors, while high TAM density was associated with poorer prognosis in patients with low T-cell levels (pinteraction = 0.0006). This prognostic heterogeneity was found for microsatellite stable tumors separately. CONCLUSIONS This study supported a phenotypic heterogeneity of TAMs in colorectal cancer, and showed that combined tumor immunophenotyping of multiple immune cell types improved the prediction of patient prognosis.
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Affiliation(s)
- Umair Majid
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
- Department of Pathology, Oslo University Hospital-Rikshospitalet, Oslo, Norway
| | - Christian Holst Bergsland
- Department of Molecular Oncology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway
| | - Anita Sveen
- Department of Molecular Oncology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Jarle Bruun
- Department of Molecular Oncology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway
| | - Ina Andrassy Eilertsen
- Department of Molecular Oncology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway
| | - Espen S Bækkevold
- Department of Pathology, Oslo University Hospital-Rikshospitalet, Oslo, Norway
- Institute of Oral Biology, University of Oslo, Oslo, Norway
| | - Arild Nesbakken
- Department of Molecular Oncology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Sheraz Yaqub
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
- Department of Hepatobiliary Surgery, Oslo University Hospital, Oslo, Norway
| | - Frode L Jahnsen
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
- Department of Pathology, Oslo University Hospital-Rikshospitalet, Oslo, Norway
| | - Ragnhild A Lothe
- Department of Molecular Oncology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway.
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway.
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Lv J, Li W, Wang X, Guo L, Wang D, Zhang Y, Yu J, Chen T, Niu B, Wang X, Liu Z. Identification of MKI67, TPR , and TCHH Mutations as Prognostic Biomarkers for Patients With Defective Mismatch Repair Colon Cancer Stage II/III. Dis Colon Rectum 2023; 66:1481-1491. [PMID: 37643197 DOI: 10.1097/dcr.0000000000002734] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 08/31/2023]
Abstract
BACKGROUND Stage II/III disease is the most predominant form of colorectal cancer, accounting for approximately 70% of cases. Furthermore, approximately 15% to 20% of patients with stage II/III disease have deficient mismatch repair or microsatellite instability-high colorectal cancer. However, there are no identified significant prognostic biomarkers for this disease. OBJECTIVE To identify prognostic markers for patients with deficient mismatch repair/microsatellite instability-high colon cancer stage II/III. DESIGN Retrospective study design. SETTING The study was conducted at a high-volume colorectal center, the Cancer Hospital, Chinese Academy of Medical Sciences. PATIENTS Patients diagnosed with stage II/III deficient mismatch repair/microsatellite instability-high colon cancer who underwent curative surgery at the Cancer Hospital at the Chinese Academy of Medical Sciences between July 2015 and November 2018 were included. MAIN OUTCOME MEASURES The primary outcome measure was the influence of differentially mutated genes on progression-free survival. RESULTS The retrospective deficient mismatch repair/microsatellite instability-high cohort involved 32 patients and The Cancer Genome Atlas-microsatellite instability-high cohort involved 45 patients. Patients with deficient mismatch repair/microsatellite instability-high colon cancer had higher mutational frequencies of MKI67 , TPR , and TCHH than patients with microsatellite stable colon cancer. MKI67 , TPR , TCHH , and gene combination were significantly correlated with prognosis. The biomarker mutation-type colon cancer group had a higher risk of recurrence or death than did the wild-type group. Moreover, biomarker mutation-type tumors had more mutations in the DNA damage repair pathway and tumor mutational burden than did biomarker wild-type tumors. LIMITATIONS This study was limited by its retrospective nature. CONCLUSIONS MKI67 , TPR , and TCHH may serve as potential diagnostic and prognostic biomarkers for deficient mismatch repair/microsatellite instability-high colon cancer stage II/III. IDENTIFICACIN DE MUTACIONES MKI, TPR Y TCHH COMO BIOMARCADORES PRONSTICOS PARA PACIENTES CON CNCER DE COLON EN ETAPA II/III CON DEFICIENCIA EN LA REPARACION DE ERRORES DE EMPAREJAMIENTO ANTECEDENTES:La enfermedad en estadio II/III es la forma más predominante de cáncer colorrectal y representa aproximadamente el 70% de los casos. Además, aproximadamente entre el 15% y el 20% de los pacientes con enfermedad en estadio II/III tienen reparación deficiente de errores de emparejamiento o inestabilidad de microsatélital alta. Sin embargo, no se han identificado biomarcadores pronósticos significativos para esta enfermedad.OBJETIVO:Este estudio tuvo como objetivo identificar marcadores pronósticos para pacientes con cáncer de colon con reparación deficiente de errores de emparejamiento/inestabilidad microsatelital alta en estadio II/III.DISEÑO:Diseño de estudio retrospectivo.ESCENARIO:El estudio se realizó en un centro colorrectal de alto volumen, el Hospital del Cáncer de la Academia China de Ciencias Médicas.PACIENTES:Pacientes diagnosticados con cáncer de colon en estadio II/III con reparación deficiente de errores de emparejamiento o inestabilidad de microsatélital alta que se sometieron a cirugía curativa en el Hospital del Cáncer de la Academia China de Ciencias Médicas entre julio de 2015 y noviembre de 2018.MEDIDAS DE RESULTADO PRINCIPALES:La medida de resultado primaria fue la influencia de los genes con mutaciones diferenciales en la supervivencia libre de progresión.RESULTADOS:La cohorte retrospectiva de reparación deficiente de errores de emparejamiento o inestabilidad de microsatélital alta y la cohorte de inestabilidad microsatelital alta del Atlas del Genoma del Cáncer involucraron a 32 y 45 pacientes, respectivamente. Los pacientes con de reparación deficiente de errores de emparejamiento/inestabilidad microsatélital alta tuvieron frecuencias mutacionales más altas de MKI67 , TPR y TCHH que los pacientes estables de microsatélites. MKI67 , TPR , TCHH , y la combinación de genes se correlacionaron significativamente con el pronóstico. El grupo de cáncer de colon de tipo mutación de biomarcador tenía un mayor riesgo de recurrencia o muerte que el grupo de mutación salvaje. Además, los tumores de tipo mutación de biomarcadores tenían más mutaciones en la vía de reparación del daño del ADN y la carga mutacional del tumor que los tumores de tipo salvaje de biomarcadores.LIMITACIONES:Este estudio estuvo limitado por su naturaleza retrospectiva.CONCLUSIONES:MKI67 , TPR , y TCHH pueden servir como posibles biomarcadores de diagnóstico y pronóstico para cáncer de colon en estadio II/III con reparación deficiente de errores de emparejamiento/inestabilidad microsatélital alta. (Traducción-Dr. Jorge Silva Velazco ).
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Affiliation(s)
- Jingfang Lv
- Department of Colorectal Surgery, National Cancer Center, National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Beijing, People's Republic of China
| | - Wenbin Li
- Department of Pathology, National Cancer Center, National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Beijing, People's Republic of China
| | - Xintong Wang
- ChosenMed Technology (Beijing) Co., Ltd., Beijing, People's Republic of China
| | - Lei Guo
- Department of Pathology, National Cancer Center, National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Beijing, People's Republic of China
| | - Dongliang Wang
- ChosenMed Technology (Beijing) Co., Ltd., Beijing, People's Republic of China
| | - Yiran Zhang
- ChosenMed Technology (Beijing) Co., Ltd., Beijing, People's Republic of China
| | - Jun Yu
- Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Tianli Chen
- Department of Colorectal Surgery, National Cancer Center, National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Beijing, People's Republic of China
| | - Beifang Niu
- ChosenMed Technology (Beijing) Co., Ltd., Beijing, People's Republic of China
- Computer Network Information Center, Chinese Academy of Sciences, Beijing, People's Republic of China
- University of the Chinese Academy of Sciences, Beijing, People's Republic of China
| | - Xishan Wang
- Department of Colorectal Surgery, National Cancer Center, National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Beijing, People's Republic of China
| | - Zheng Liu
- Department of Colorectal Surgery, National Cancer Center, National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Beijing, People's Republic of China
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Pretta A, Ziranu P, Giampieri R, Pinna G, Randon G, Donisi C, Ravarino A, Loi F, Deias G, Palmas E, Pretta G, Morano F, Semonella F, Mariani S, Deidda MA, Pusceddu V, Puzzoni M, Lai E, Solinas C, Restivo A, Zorcolo L, Barbara R, Berardi R, Faa G, Pietrantonio F, Scartozzi M. Mismatch Repair system protein deficiency as a resistance factor for locally advanced rectal adenocarcinoma patients receiving neoadjuvant chemo-radiotherapy. Br J Cancer 2023; 129:1619-1624. [PMID: 37749283 PMCID: PMC10646038 DOI: 10.1038/s41416-023-02444-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2023] [Accepted: 09/14/2023] [Indexed: 09/27/2023] Open
Abstract
BACKGROUND Available data on Mismatch Repair system (MMR) deficiency are conflicting and derived from small studies. Our study aimed to evaluate the therapeutic implications of MMR status in patients with locally advanced rectal cancer (LARC). METHODS We retrospectively collected data from 318 patients affected by LARC treated in Italy at the Medical Oncology Units of the University Hospital of Cagliari, Istituto Nazionale dei Tumori Milan, and AOU Ospedali Riuniti Ancona. All patients underwent neoadjuvant chemoradiotherapy. The primary objective was major TRG while secondary objectives were pathological complete response, disease-free survival (DFS) and overall survival (OS). RESULTS One hundred sixty patients (148 pMMR and 12 dMMR) were included in the exploratory cohort and 158 (146 pMMR and 12 dMMR) were included in the validation cohort. A major TRG has been shown in 42.6% and 43.1% patients with pMMR in exploratory and validation cohort, respectively; while no major TRG have been shown in dMMR patients in both cohorts. Exploratory and validation cohorts showed a statistically significant higher mDFS in pMMR patients compared to dMMR: NR vs. 14 months and NR vs. 17 months, respectively. CONCLUSION Our results indicated an association between dMMR and poor response to preoperative chemoradiotherapy and they represent a hypothesis-generating data for new neoadjuvant strategies.
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Affiliation(s)
- Andrea Pretta
- Medical Oncology Unit, University Hospital and University of Cagliari, Cagliari, Italy.
| | - Pina Ziranu
- Medical Oncology Unit, University Hospital and University of Cagliari, Cagliari, Italy
| | - Riccardo Giampieri
- Medical Oncology Unit, Azienda Ospedaliera Universitaria delle Marche, Ancona, Italy
| | - Giovanna Pinna
- Medical Oncology Unit, University Hospital and University of Cagliari, Cagliari, Italy
| | - Giovanni Randon
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Italy
| | - Clelia Donisi
- Medical Oncology Unit, University Hospital and University of Cagliari, Cagliari, Italy
| | - Alberto Ravarino
- UOC Anatomia Patologica, AOU Cagliari, University of Cagliari, Cagliari, Italy
| | - Francesco Loi
- Medical Oncology Unit, University Hospital and University of Cagliari, Cagliari, Italy
| | - Giulia Deias
- Medical Oncology Unit, University Hospital and University of Cagliari, Cagliari, Italy
| | - Enrico Palmas
- Medical Oncology Unit, University Hospital and University of Cagliari, Cagliari, Italy
| | - Gianluca Pretta
- Science Department, King's School Hove, Hangleton Way, Hangleton, East Sussex, BN3 8BN, UK
| | - Federica Morano
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Italy
| | - Francesca Semonella
- Medical Oncology Unit, University Hospital and University of Cagliari, Cagliari, Italy
| | - Stefano Mariani
- Medical Oncology Unit, University Hospital and University of Cagliari, Cagliari, Italy
| | | | - Valeria Pusceddu
- Medical Oncology Unit, University Hospital and University of Cagliari, Cagliari, Italy
| | - Marco Puzzoni
- Medical Oncology Unit, University Hospital and University of Cagliari, Cagliari, Italy
| | - Eleonora Lai
- Medical Oncology Unit, University Hospital and University of Cagliari, Cagliari, Italy
| | - Cinzia Solinas
- Medical Oncology Unit, University Hospital and University of Cagliari, Cagliari, Italy
| | - Angelo Restivo
- Department of General Surgery, University Hospital and University of Cagliari, Cagliari, Italy
| | - Luigi Zorcolo
- Department of General Surgery, University Hospital and University of Cagliari, Cagliari, Italy
| | - Raffaele Barbara
- UOC Radioterapia Oncologica, Azienda Ospedaliera "Brotzu", Cagliari, Italy
| | - Rossana Berardi
- Medical Oncology Unit, Azienda Ospedaliera Universitaria delle Marche, Ancona, Italy
| | - Gavino Faa
- UOC Anatomia Patologica, AOU Cagliari, University of Cagliari, Cagliari, Italy
| | - Filippo Pietrantonio
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Italy
| | - Mario Scartozzi
- Medical Oncology Unit, University Hospital and University of Cagliari, Cagliari, Italy
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Chen S, Du W, Cao Y, Kong J, Wang X, Wang Y, Lu Y, Li X. Preoperative contrast-enhanced CT imaging and clinicopathological characteristics analysis of mismatch repair-deficient colorectal cancer. Cancer Imaging 2023; 23:97. [PMID: 37828626 PMCID: PMC10568855 DOI: 10.1186/s40644-023-00591-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2023] [Accepted: 07/08/2023] [Indexed: 10/14/2023] Open
Abstract
BACKGROUND Colorectal cancer (CRC) can develop through various pathogenetic pathways, and one of the primary pathways is high microsatellite instability (MSI-H)/deficient mismatch repair (dMMR). This study investigated the correlation between preoperative contrast-enhanced CT (CECT) and clinicopathologic characteristics of colorectal cancer (CRC) according to different mismatch repair (MMR) statuses. METHODS From April 2021 to July 2022, a total of 281 CRC patients with preoperative CECT and available MMR status were enrolled from a single centre for this retrospective study. Preoperative CECT features and clinicopathologic characteristics were analysed. Univariate and multivariate logistic regression analyses were used for statistical analysis. A nomogram was established based on the multivariate logistic regression results. Preoperative and postoperative dynamic nomogram prediction models were established. The C-index, a calibration plot, and clinical applicability of the two models were evaluated, and internal validation was performed using three methods. RESULTS In total, 249 patients were enrolled in the proficient mismatch repair (pMMR) group and 32 patients in the deficient mismatch repair (dMMR) group. In multivariate analysis, tumour location (right-hemi colon vs. left-hemi colon, odds ratio (OR) = 2.90, p = .036), the hypoattenuation-within-tumour ratio (HR) (HR > 2/3 vs. HR < 1/3, OR = 36.7, p < .001; HR 1/3-2/3 vs. HR < 1/3, OR = 6.05, p = .031), the number of lymph nodes with long diameter ≥ 8 mm on CECT (OR = 1.32, p = .01), CEA status (CEA positive vs. CEA negative, OR = 0.07, p = .002) and lymph node metastasis (OR = 0.45, p = .008) were independent risk factors for dMMR. Pre- and postoperative C-statistic were 0.861 and 0.908, respectively. CONCLUSION The combination of pre-operative CECT and clinicopathological characteristics of CRC correlates with MMR status, providing possible non-invasive MMR prediction. Particularly for dMMR CRC, tumour-draining lymph node status should be prudently evaluated by CECT.
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Affiliation(s)
- Shuai Chen
- Department of Radiology, The Second Hospital of Dalian Medical University, Zhongshan Road No.467, Shahekou District, Dalian, Liaoning, 116023, China
| | - Wenzhe Du
- Department of Radiology, The Second Hospital of Dalian Medical University, Zhongshan Road No.467, Shahekou District, Dalian, Liaoning, 116023, China
| | - Yuhai Cao
- Department of Radiology, The Second Hospital of Dalian Medical University, Zhongshan Road No.467, Shahekou District, Dalian, Liaoning, 116023, China
| | - Jixia Kong
- Department of Pathology, The Second Hospital of Dalian Medical University, Zhongshan Road No.467, Shahekou District, Dalian, Liaoning, 116023, China
| | - Xin Wang
- Department of Radiology, The Second Hospital of Dalian Medical University, Zhongshan Road No.467, Shahekou District, Dalian, Liaoning, 116023, China
| | - Yisen Wang
- Department of Radiology, The Second Hospital of Dalian Medical University, Zhongshan Road No.467, Shahekou District, Dalian, Liaoning, 116023, China
| | - Yang Lu
- Department of Radiology, The Second Hospital of Dalian Medical University, Zhongshan Road No.467, Shahekou District, Dalian, Liaoning, 116023, China.
| | - Xiang Li
- Department of Radiology, The Second Hospital of Dalian Medical University, Zhongshan Road No.467, Shahekou District, Dalian, Liaoning, 116023, China.
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Rantanen P, Keränen A, Barot S, Ghazi S, Liljegren A, Nordenvall C, Lindblom A, Lindforss U. The prognostic significance of microsatellite instability in colorectal cancer: a Swedish multi-center study. Int J Colorectal Dis 2023; 38:197. [PMID: 37458848 PMCID: PMC10352163 DOI: 10.1007/s00384-023-04480-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 06/27/2023] [Indexed: 07/20/2023]
Abstract
PURPOSE About 10 to 15% of patients with sporadic colorectal cancer display mutations in DNA mismatch repair (MMR) genes shown as microsatellite instability (MSI). Previous reports of colorectal cancer (CRC) indicate a better prognosis for patients with MSI tumors compared to patients with microsatellite stable (MSS) tumors. In this study, our aim was to investigate whether MSI is an independent prognostic factor in CRC. PATIENTS AND METHODS Patients with stage I-III colorectal cancer and subject to curative surgery during 2002-2006 in the Swedish low-risk colorectal cancer study group cohort were eligible for inclusion. Deficient MMR (dMMR) status was analyzed by immunohistochemistry (IHC) and/or by MSI testing with polymerase chain reaction (PCR). Prognostic follow-up and treatment data were retrieved from patient records. Statistical analyses to assess MSI-status and prognosis were done using logistic regression and survival analyses using the Kaplan-Meier method and Cox regression hazards models adjusted for age, sex, stage, comorbidity, and tumor location. RESULTS In total, 463 patients were included, MSI high tumors were present in 66 patients (14%), and the remaining 397 were MSS/MSI low. Within 6 years, distant recurrences were present in 9.1% and 20.2% (P = 0.049), and death occurred in 25.8% and 31.5% in MSI and MSS patients, respectively. There was no statistically significant difference in overall mortality (HR 0.80, 95% CI 0.46-1.38), relapse-free survival (HR 0.82, 95% CI 0.50-1.36), or cancer-specific mortality (HR 1.60, 95% CI 0.73-3.51). CONCLUSION Despite distant metastases being less common in patients with MSI, there was no association between MSI and overall, relapse-free, or cancer-specific survival.
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Affiliation(s)
- Petri Rantanen
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden.
| | - Anne Keränen
- Department of Laboratory Medicine, Division of Pathology, Karolinska Institutet, Stockholm, Sweden
| | - Shabane Barot
- Department of Clinical Science and Education, Södersjukhuset, Karolinska Institutet Stockholm, Sweden
| | - Sam Ghazi
- Department of Laboratory Medicine, Division of Pathology, Karolinska Institutet, Stockholm, Sweden
| | - Annelie Liljegren
- Department of Oncology-Pathology, Karolinska Institutet, Stockholm, Sweden
| | - Caroline Nordenvall
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden
| | - Annika Lindblom
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden
- Department of Clinical Genetics, Karolinska Institutet, Stockholm, Sweden
| | - Ulrik Lindforss
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden
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Lian SY, Tan LX, Liu XZ, Yang LJ, Li NN, Feng Q, Wang P, Wang Y, Qiao DB, Zhou LX, Sun TT, Wang L, Wu AW, Li ZW. KRAS, NRAS, BRAF signatures, and MMR status in colorectal cancer patients in North China. Medicine (Baltimore) 2023; 102:e33115. [PMID: 36862900 PMCID: PMC9981427 DOI: 10.1097/md.0000000000033115] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/04/2023] Open
Abstract
We assessed the clinicopathological features and prognostic values of KRAS, NRAS, BRAF, and DNA mismatch repair status in colorectal cancer (CRC) to provide real-world data in developing countries. We enrolled 369 CRC patients and analyzed the correlation between RAS/BRAF mutation, mismatch repair status with clinicopathological features, and their prognostic roles. The mutation frequencies of KRAS, NRAS, and BRAF were 41.7%, 1.6%, and 3.8%, respectively. KRAS mutations and deficient mismatch repair (dMMR) status were associated with right-sided tumors, aggressive biological behaviors, and poor differentiation. BRAF (V600E) mutations are associated with well-differentiated and lymphovascular invasion. The dMMR status predominated in young and middle-aged patients and tumor node metastasis stage II patients. dMMR status predicted longer overall survival in all CRC patients. KRAS mutations indicated inferior overall survival in patients with CRC stage IV. Our study showed that KRAS mutations and dMMR status could be applied to CRC patients with different clinicopathological features.
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Affiliation(s)
- Shen-Yi Lian
- Department of Pathology, Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education), Peking University Cancer Hospital & Institute, Beijing, China
| | - Lu-Xin Tan
- Department of Pathology, Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education), Peking University Cancer Hospital & Institute, Beijing, China
| | - Xin-Zhi Liu
- Department of Colorectal Surgery, Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education), Peking University Cancer Hospital & Institute, Beijing, China
| | - Lu-Jing Yang
- Department of Pathology, Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education), Peking University Cancer Hospital & Institute, Beijing, China
| | - Ning-Ning Li
- Department of Pathology, Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education), Peking University Cancer Hospital & Institute, Beijing, China
| | - Qing Feng
- Department of Pathology, Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education), Peking University Cancer Hospital & Institute, Beijing, China
| | - Ping Wang
- Department of Pathology, Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education), Peking University Cancer Hospital & Institute, Beijing, China
| | - Yue Wang
- Department of Pathology, Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education), Peking University Cancer Hospital & Institute, Beijing, China
| | - Dong-Bo Qiao
- Department of Pathology, Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education), Peking University Cancer Hospital & Institute, Beijing, China
| | - Li-Xin Zhou
- Department of Pathology, Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education), Peking University Cancer Hospital & Institute, Beijing, China
| | - Ting-Ting Sun
- Department of Colorectal Surgery, Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education), Peking University Cancer Hospital & Institute, Beijing, China
| | - Lin Wang
- Department of Colorectal Surgery, Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education), Peking University Cancer Hospital & Institute, Beijing, China
| | - Ai-Wen Wu
- Department of Colorectal Surgery, Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education), Peking University Cancer Hospital & Institute, Beijing, China
| | - Zhong-Wu Li
- Department of Pathology, Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education), Peking University Cancer Hospital & Institute, Beijing, China
- * Correspondence: Zhong-Wu Li, Department of Pathology, Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education), Peking University Cancer Hospital & Institute, Beijing 100142, China (e-mail: )
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Wang Q, Xu J, Wang A, Chen Y, Wang T, Chen D, Zhang J, Brismar TB. Systematic review of machine learning-based radiomics approach for predicting microsatellite instability status in colorectal cancer. Radiol Med 2023; 128:136-148. [PMID: 36648615 PMCID: PMC9938810 DOI: 10.1007/s11547-023-01593-x] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/18/2022] [Accepted: 01/04/2023] [Indexed: 01/18/2023]
Abstract
This study aimed to systematically summarize the performance of the machine learning-based radiomics models in the prediction of microsatellite instability (MSI) in patients with colorectal cancer (CRC). It was conducted according to the preferred reporting items for a systematic review and meta-analysis of diagnostic test accuracy studies (PRISMA-DTA) guideline and was registered at the PROSPERO website with an identifier CRD42022295787. Systematic literature searching was conducted in databases of PubMed, Embase, Web of Science, and Cochrane Library up to November 10, 2022. Research which applied radiomics analysis on preoperative CT/MRI/PET-CT images for predicting the MSI status in CRC patients with no history of anti-tumor therapies was eligible. The radiomics quality score (RQS) and Quality Assessment of Diagnostic Accuracy Studies 2 (QUADAS-2) were applied to evaluate the research quality (full score 100%). Twelve studies with 4,320 patients were included. All studies were retrospective, and only four had an external validation cohort. The median incidence of MSI was 19% (range 8-34%). The area under the receiver operator curve of the models ranged from 0.78 to 0.96 (median 0.83) in the external validation cohort. The median sensitivity was 0.76 (range 0.32-1.00), and the median specificity was 0.87 (range 0.69-1.00). The median RQS score was 38% (range 14-50%), and half of the studies showed high risk in patient selection as evaluated by QUADAS-2. In conclusion, while radiomics based on pretreatment imaging modalities had a high performance in the prediction of MSI status in CRC, so far it does not appear to be ready for clinical use due to insufficient methodological quality.
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Affiliation(s)
- Qiang Wang
- Division of Medical Imaging and Technology, Department of Clinical Science, Intervention and Technology (CLINTEC), Karolinska Institutet, Stockholm, Sweden. .,Department of Radiology, Karolinska University Hospital Huddinge, Room 601, Novum PI 6, Hiss F, Hälsovägen 7, 141 86, Huddinge, Stockholm, Sweden.
| | - Jianhua Xu
- Department of General Surgery, Songshan Hospital, Chongqing, China
| | - Anrong Wang
- grid.452206.70000 0004 1758 417XDepartment of Vascular Surgery, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China ,Department of Interventional Therapy, People’s Hospital of Dianjiang County, Chongqing, China
| | - Yi Chen
- grid.4714.60000 0004 1937 0626Department of Oncology-Pathology, Karolinska Institutet, Stockholm, Sweden
| | - Tian Wang
- grid.517910.bDepartment of Gastroenterology, Chongqing General Hospital, Chongqing, China
| | - Danyu Chen
- grid.412536.70000 0004 1791 7851Department of Gastroenterology and Hepatology, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, China
| | - Jiaxing Zhang
- grid.459540.90000 0004 1791 4503Department of Pharmacy, Guizhou Provincial People’s Hospital, Guiyang, China
| | - Torkel B. Brismar
- grid.4714.60000 0004 1937 0626Division of Medical Imaging and Technology, Department of Clinical Science, Intervention and Technology (CLINTEC), Karolinska Institutet, Stockholm, Sweden ,grid.24381.3c0000 0000 9241 5705Department of Radiology, Karolinska University Hospital Huddinge, Room 601, Novum PI 6, Hiss F, Hälsovägen 7, 141 86 Huddinge, Stockholm, Sweden
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Ma Y, Lin C, Liu S, Wei Y, Ji C, Shi F, Lin F, Zhou Z. Radiomics features based on internal and marginal areas of the tumor for the preoperative prediction of microsatellite instability status in colorectal cancer. Front Oncol 2022; 12:1020349. [PMID: 36276101 PMCID: PMC9583004 DOI: 10.3389/fonc.2022.1020349] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2022] [Accepted: 09/20/2022] [Indexed: 11/21/2022] Open
Abstract
Objectives To explore whether the preoperative CT radiomics can predict the status of microsatellite instability (MSI) in colorectal cancer (CRC) patients and identify the region with the most stable and high-efficiency radiomics features. Methods This retrospective study involved 230 CRC patients with preoperative computed tomography scans and available MSI status between December 2019 and October 2021. Image segmentation and radiomic feature extraction were performed as follows. First, slices with the maximum tumor area (region of interest, ROI) were manually contoured. Subsequently, each ROI was shrunk inward by 1, 2, and 3 mm, respectively, where the remaining ROIs were considered as the internal region of the tumor (named as IROI1, IROI2, and IROI3), and the shrunk regions were considered as marginal regions of the tumor (named as MROI1, MROI2, and MROI3). Finally, radiomics features were extracted from each of the ROI. The intraclass correlation coefficient and least absolute shrinkage and selection operator method were used to choose the most reliable and relevant features of MSI status. Clinical, radiomics, and combined clinical radiomics models have been established. Calibration curve and decision curve analyses (DCA) were generated to explore the correction effect and assess the clinical applicability of the above models, respectively. Results In the testing cohort, the radiomics model based on IROI3 yielded the highest average area under the curve (AUC) value of 0.908, compared with the remaining radiomics models. Additionally, hypertension and N stage were considered as clinically independent factors of MSI status. The combined clinical radiomics model achieved excellent diagnostic efficacy (AUC: 0.928; sensitivity: 0.840; specificity: 0.867) in the testing cohort, as well as favorable calibration and clinical utility by calibration curve and DCA analyses. Conclusions The IROI3 model, which is based on a 3-mm shrink in the largest areas of the tumor, could noninvasively reflect the heterogeneity and genetic instability within the tumor. This suggests that it is an important biomarker for the preoperative prediction of MSI status. The model can extract more robust and effective radiomics features, which lays a foundation for the radiomics study of hollow organs, such as in CRC.
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Affiliation(s)
- Yi Ma
- Department of Radiology, Nanjing Drum Tower Hospital Clinical College of Nanjing Medical University, Nanjing, China
| | - Changsong Lin
- Department of Bioinformatics, Nanjing Medical University, Nanjing, China
| | - Song Liu
- Department of Radiology, Nanjing Drum Tower Hospital Clinical College of Nanjing Medical University, Nanjing, China
| | - Ying Wei
- Department of Research and Development, Shanghai United Imaging Intelligence Co., Ltd., Shanghai, China
| | - Changfeng Ji
- Department of Radiology, Nanjing Drum Tower Hospital Clinical College of Nanjing Medical University, Nanjing, China
| | - Feng Shi
- Department of Research and Development, Shanghai United Imaging Intelligence Co., Ltd., Shanghai, China
| | - Fan Lin
- Department of Cell Biology, Nanjing Medical University, Nanjing, China
- *Correspondence: Fan Lin, ; Zhengyang Zhou,
| | - Zhengyang Zhou
- Department of Radiology, Nanjing Drum Tower Hospital Clinical College of Nanjing Medical University, Nanjing, China
- *Correspondence: Fan Lin, ; Zhengyang Zhou,
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12
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Hestetun KE, Rosenlund NB, Stanisavljević L, Dahl O, Myklebust MP. Stage-dependent prognostic shift in mismatch repair-deficient tumors: Assessing patient outcomes in stage II and III colon cancer. Front Oncol 2022; 12:853545. [PMID: 36110945 PMCID: PMC9468812 DOI: 10.3389/fonc.2022.853545] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2022] [Accepted: 07/26/2022] [Indexed: 11/13/2022] Open
Abstract
Introduction Deficient mismatch repair (dMMR) or high microsatellite instability (MSI-H) is associated with an improved prognosis in colon cancer stage II but poor prognosis in stage IV colon cancer. The clinical significance of dMMR in colon cancer stage III is not established. Methods Tissue microarrays (TMAs) from 544 patients with colon cancer stage II and III with clinicopathological and survival data were stained for mismatch repair (MMR) proteins, CD3, CD8, and programmed death ligand-1 (PD-L1), and programmed death ligand- 1 (PD-L1). Patient outcomes were reviewed. Results In stage III colon cancer, dMMR was a marker of poor disease-free survival (DFS) (Kaplan–Meier, mean survival in months: dMMR: 28.76 (95% CI 18.46–39.05) vs. pMMR 40.91 (37.20–44.63), p=0.014, multivariate Cox regression: hazard ratio (HR) 4.17 (95% CI 2.02–8.61), p<0.001). In stage II colon cancer, there was a tendency toward improved DFS for dMMR patients (dMMR: 57.14 (95% CI 54.66–59.62) vs. pMMR 53.54 (95% CI 51.48–55.60), p=0.015, multivariate Cox regression HR 0.24 (95% CI 0.06-1.04), p=0.057). CD3, CD8, and PD-L1 expression was not associated with prognosis of dMMR patients. Multivariate Cox regression analysis showed a significant interaction between the MMR phenotype and stage (p=0.001). Conclusion dMMR is associated with an improved prognosis in stage II colon cancer but is no longer associated with a favorable prognosis in stage III colon cancer.
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Affiliation(s)
- Kjersti Elvestad Hestetun
- Department of Clinical Science, University of Bergen, Bergen, Norway
- Department of Oncology, Haukeland University Hospital, Bergen, Norway
- *Correspondence: Kjersti Elvestad Hestetun,
| | | | | | - Olav Dahl
- Department of Clinical Science, University of Bergen, Bergen, Norway
- Department of Oncology, Haukeland University Hospital, Bergen, Norway
| | - Mette Pernille Myklebust
- Department of Clinical Science, University of Bergen, Bergen, Norway
- Department of Oncology, Haukeland University Hospital, Bergen, Norway
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13
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Benhamou S, Fournier E, Puppa G, McKee T, Ris F, Rubbia-Brandt L, Viassolo V, Zilli T, Zlobec I, Chappuis PO, Rapiti E. Cohort profile: population-based cohorts of patients with colorectal cancer and of their relatives in Geneva, Switzerland. BMJ Open 2022; 12:e063914. [PMID: 36008070 PMCID: PMC9422819 DOI: 10.1136/bmjopen-2022-063914] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
PURPOSE Colorectal cancer (CRC) is the third leading cause of cancer death worldwide. Variability between patients in prognosis and treatment response is partially explained by traditional clinicopathological factors. We established a large population-based cohort of patients with CRC and their first-degree and second-degree relatives registered in the Canton of Geneva, to evaluate the role of family history and tumour biomarkers on patient outcomes. PARTICIPANTS The cohort includes all patients with CRC diagnosed between 1985 and 2013. Detailed information on patient and tumour characteristics, treatment and outcomes were extracted from the Geneva Cancer Registry database, completed by medical records review and linkage with administrative and oncogenetics databases. Next-generation tissue microarrays were constructed from tissue samples of the primary tumour. A prospective follow-up of the cohort is realised annually to collect data on outcomes. First-degree and second-degree relatives of patients are identified through linkage with the Cantonal Population Office database and information about cancer among relatives is retrieved from the Geneva Cancer Registry database. The cohort of relatives is updated annually. FINDINGS TO DATE The cohort includes 5499 patients (4244 patients with colon cancer and 1255 patients with rectal cancer). The great majority of patients were diagnosed because of occurrence of symptoms and almost half of the cases were diagnosed with an advanced disease. At the end of 2019, 337 local recurrences, 1143 distant recurrences and 4035 deaths were reported. At the same date, the cohort of first-degree relatives included 344 fathers, 538 mothers, 3485 children and 375 siblings. Among them, we identified 28 fathers, 31 mothers, 18 siblings and 53 children who had a diagnosis of CRC. FUTURE PLANS The cohort will be used for long-term studies of CRC epidemiology with focus on clinicopathological factors and molecular markers. These data will be correlated with the most up-to-date follow-up data.
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Affiliation(s)
- Simone Benhamou
- Geneva Cancer Registry, Global Health Institute, University of Geneva, Geneva, Switzerland
- INSERM Unit 1018, Research Centre on Epidemiology and Population Health, Villejuif, Île-de-France, France
| | - Evelyne Fournier
- Geneva Cancer Registry, Global Health Institute, University of Geneva, Geneva, Switzerland
| | - Giacomo Puppa
- Department of Clinical Pathology, Geneva University Hospitals, Geneva, Switzerland
| | - Thomas McKee
- Department of Clinical Pathology, Geneva University Hospitals, Geneva, Switzerland
| | - Frédéric Ris
- Division of Digestive Surgery, Geneva University Hospitals, Geneva, Switzerland
| | - Laura Rubbia-Brandt
- Department of Clinical Pathology, Geneva University Hospitals, Geneva, Switzerland
| | - Valeria Viassolo
- Oncogenetics Unit, Division of Oncology, Geneva University Hospitals, Geneva, Switzerland
| | - Thomas Zilli
- Radiation Oncology, Geneva University Hospitals, Geneva, Switzerland
- Faculty of Medicine, University of Geneva, Geneva, Switzerland
| | - Inti Zlobec
- Institute of Pathology, University of Bern, Bern, Switzerland
| | - Pierre Olivier Chappuis
- Oncogenetics Unit, Division of Oncology, Geneva University Hospitals, Geneva, Switzerland
- Division of Genetic Medicine, Geneva University Hospitals, Geneva, Switzerland
| | - Elisabetta Rapiti
- Geneva Cancer Registry, Global Health Institute, University of Geneva, Geneva, Switzerland
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Yunlong W, Tongtong L, Hua Z. The efficiency of neoadjuvant chemotherapy in colon cancer with mismatch repair deficiency. Cancer Med 2022; 12:2440-2452. [PMID: 35904113 PMCID: PMC9939115 DOI: 10.1002/cam4.5076] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2022] [Revised: 07/06/2022] [Accepted: 07/13/2022] [Indexed: 11/09/2022] Open
Abstract
Colon cancers with mismatch repair deficiency (dMMR) have specific clinicopathologic characteristics compared with mismatch repair proficiency (pMMR); however, the effect of MMR status on the efficiency of neoadjuvant chemotherapy (NCT) remains unclear. In our study, 439 dMMR and 26 pMMR colon cancer patients with or without NCT from 2010 to 2017 were retrospectively collected. Clinicopathological features, treatment response, and survival were compared between different groups. In the dMMR group, patients with NCT were likely to have higher CEA (abnormal CEA: 51.6% vs. 17.4%, p < 0.001), more multiorgan resection (38.7% vs. 16.8%, p = 0.006), and larger postoperative tumor diameter (7.26 vs. 6.21, p = 0.033) than those without NCT, but nearly half of cT4b patients who had NCT (42.9%, 9/21) avoid multiorgan resection. pT4 stage (HR, 14.97; 95% CI, 1.88-118.92; p = 0.010), number of positive lymph nodes (HR, 1.17; 95% CI, 1.09-1.26; p < 0.001), and tumor deposit (HR, 6.73; 95% CI, 2.08-21.74; p = 0.001) were independent prognosis factors of disease-free survival (DFS). For the advanced tumor subset, there is no significant difference between patients with or without NCT for OS (p = 0.13) and DFS (p = 0.11), although the survival rate of NCT was higher than non-NCT patients. Moreover, tumor regression grade was similar between dMMR and pMMR patients who had NCT. This study showed that NCT was more likely to be employed in dMMR patients with advanced tumors and may reduce the rate of multiorgan resection for cT4b dMMR patients. More large-scaled researches are needed to further explore if MMR status could predict the efficacy of neoadjuvant chemotherapy in patients with colon cancer.
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Affiliation(s)
- Wu Yunlong
- Department of General SurgeryBeijing Chao‐Yang Hospital, Capital Medical UniversityBeijingChina
| | - Liu Tongtong
- Department of RadiologyBeijing Chao‐Yang Hospital, Capital Medical UniversityBeijingChina
| | - Zeng Hua
- Department of Pathology, National Cancer Center/National Clinical Research Center for Cancer/Cancer HospitalChinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
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15
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Qiu W, Yang J, Wang B, Yang M, Tian G, Wang P, Yang J. Evaluating the Microsatellite Instability of Colorectal Cancer Based on Multimodal Deep Learning Integrating Histopathological and Molecular Data. Front Oncol 2022; 12:925079. [PMID: 35865460 PMCID: PMC9295995 DOI: 10.3389/fonc.2022.925079] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2022] [Accepted: 05/30/2022] [Indexed: 11/14/2022] Open
Abstract
Microsatellite instability (MSI), an important biomarker for immunotherapy and the diagnosis of Lynch syndrome, refers to the change of microsatellite (MS) sequence length caused by insertion or deletion during DNA replication. However, traditional wet-lab experiment-based MSI detection is time-consuming and relies on experimental conditions. In addition, a comprehensive study on the associations between MSI status and various molecules like mRNA and miRNA has not been performed. In this study, we first studied the association between MSI status and several molecules including mRNA, miRNA, lncRNA, DNA methylation, and copy number variation (CNV) using colorectal cancer data from The Cancer Genome Atlas (TCGA). Then, we developed a novel deep learning framework to predict MSI status based solely on hematoxylin and eosin (H&E) staining images, and combined the H&E image with the above-mentioned molecules by multimodal compact bilinear pooling. Our results showed that there were significant differences in mRNA, miRNA, and lncRNA between the high microsatellite instability (MSI-H) patient group and the low microsatellite instability or microsatellite stability (MSI-L/MSS) patient group. By using the H&E image alone, one can predict MSI status with an acceptable prediction area under the curve (AUC) of 0.809 in 5-fold cross-validation. The fusion models integrating H&E image with a single type of molecule have higher prediction accuracies than that using H&E image alone, with the highest AUC of 0.952 achieved when combining H&E image with DNA methylation data. However, prediction accuracy will decrease when combining H&E image with all types of molecular data. In conclusion, combining H&E image with deep learning can predict the MSI status of colorectal cancer, the accuracy of which can further be improved by integrating appropriate molecular data. This study may have clinical significance in practice.
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Affiliation(s)
- Wenjing Qiu
- School of Electrical and Information Engineering, Anhui University of Technology, Maanshan, China
- Science System Department, Geneis Beijing Co., Ltd., Beijing, China
| | - Jiasheng Yang
- School of Electrical and Information Engineering, Anhui University of Technology, Maanshan, China
| | - Bing Wang
- School of Electrical and Information Engineering, Anhui University of Technology, Maanshan, China
| | - Min Yang
- School of Electrical and Information Engineering, Anhui University of Technology, Maanshan, China
- Science System Department, Geneis Beijing Co., Ltd., Beijing, China
| | - Geng Tian
- Science System Department, Geneis Beijing Co., Ltd., Beijing, China
- Qingdao Genesis Institute of Big Data Mining and Precision Medicine, Qingdao, China
| | - Peizhen Wang
- School of Electrical and Information Engineering, Anhui University of Technology, Maanshan, China
- *Correspondence: Peizhen Wang, ; Jialiang Yang,
| | - Jialiang Yang
- Science System Department, Geneis Beijing Co., Ltd., Beijing, China
- Qingdao Genesis Institute of Big Data Mining and Precision Medicine, Qingdao, China
- *Correspondence: Peizhen Wang, ; Jialiang Yang,
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Chen X, Hu M, Chen Y, Li A, Hua Y, Jiang H, Li H, Lin M. Targeted deep sequencing reveals APC mutations as predictors of overall survival in Chinese colorectal patients receiving adjuvant chemotherapy. Scand J Gastroenterol 2022; 57:465-472. [PMID: 34978498 DOI: 10.1080/00365521.2021.2022189] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
Objective: Targeted deep sequencing was used to characterize the mutational spectrum of APC in Chinese colorectal tumors in comparison to that in Caucasians from The Cancer Genome Atlas (TCGA) and to investigate whether APC mutations can predict overall survival in CRC patients receiving adjuvant chemotherapy.Methods: A total of 315 Chinese CRC patients including 241 stage II/III patients receiving fluorouracil-based adjuvant chemotherapy were included in this study. Next generation sequencing was carried out to detect somatic mutations on all APC exons. The associations between APC mutations and overall survival were determined by the Cox proportional hazards model.Results:APC was mutated in 221 of 315 colorectal tumors (70.2%). Chinese CRC had a much higher frequency of missense mutations (16.2% vs. 2.4%), but a lower frequency of nonsense (41.0% vs. 54.2%) and frameshift mutations (10.5% vs. 18.4%) than Caucasian CRC. Among stage II/III patients receiving fluorouracil-based adjuvant chemotherapy, APC mutations showed a significant association with worse survival (HR = 1.69; 95% CI, 1.10-2.62; p = .0179). Of the mutation types, frameshift mutations conferred the highest risk of death (HR = 2.88; 95% CI, 1.54-5.37; p =.0009). Among individual mutation sites, Arg232Ter, the most frequent mutation in Chinese CRC, exhibited the strongest negative impact on survival (HR = 2.65; 95% CI, 1.16-6.03; p =.0202).Conclusion:APC overall mutation was an independent predictor for overall survival of stage II/III CRC patients receiving fluorouracil-based chemotherapy.
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Affiliation(s)
- Xin Chen
- Department of General Surgery, Yangpu Hospital Affiliated to Tongji University, Tongji University School of Medicine, Shanghai, China
| | - Mengjun Hu
- Department of Pathology, Zhuji People's Hospital, Shaoxing, China
| | - Ying Chen
- Center for Clinical Research and Translational Medicine, Yangpu Hospital, Tongji University School of Medicine, Shanghai, China.,Institute of Gastrointestinal Surgery and Translational Medicine, Tongji University School of Medicine, Shanghai, China
| | - Ajian Li
- Department of General Surgery, Yangpu Hospital Affiliated to Tongji University, Tongji University School of Medicine, Shanghai, China
| | - Yutong Hua
- Center for Clinical Research and Translational Medicine, Yangpu Hospital, Tongji University School of Medicine, Shanghai, China.,Institute of Gastrointestinal Surgery and Translational Medicine, Tongji University School of Medicine, Shanghai, China
| | - Huihong Jiang
- Department of General Surgery, Yangpu Hospital Affiliated to Tongji University, Tongji University School of Medicine, Shanghai, China
| | - Huaguang Li
- Center for Clinical Research and Translational Medicine, Yangpu Hospital, Tongji University School of Medicine, Shanghai, China.,Institute of Gastrointestinal Surgery and Translational Medicine, Tongji University School of Medicine, Shanghai, China
| | - Moubin Lin
- Department of General Surgery, Yangpu Hospital Affiliated to Tongji University, Tongji University School of Medicine, Shanghai, China.,Center for Clinical Research and Translational Medicine, Yangpu Hospital, Tongji University School of Medicine, Shanghai, China.,Institute of Gastrointestinal Surgery and Translational Medicine, Tongji University School of Medicine, Shanghai, China
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17
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Zaborowski AM, Abdile A, Adamina M, Aigner F, d'Allens L, Allmer C, Álvarez A, Anula R, Andric M, Atallah S, Bach S, Bala M, Barussaud M, Bausys A, Beggs A, Bellolio F, Bennett MR, Berdinskikh A, Bevan V, Biondo S, Bislenghi G, Bludau M, Brouwer N, Brown C, Bruns C, Buchanan DD, Buchwald P, Burger JWA, Burlov N, Campanelli M, Capdepont M, Carvello M, Chew HH, Christoforidis D, Clark D, Climent M, Collinson R, Cologne KG, Contreras T, Croner R, Daniels IR, Dapri G, Davies J, Delrio P, Denost Q, Deutsch M, Dias A, D'Hoore A, Drozdov E, Duek D, Dunlop M, Dziki A, Edmundson A, Efetov S, El-Hussuna A, Elliot B, Emile S, Espin E, Evans M, Faes S, Faiz O, Figueiredo N, Fleming F, Foppa C, Fowler G, Frasson M, Forgan T, Frizelle F, Gadaev S, Gellona J, Glyn T, Goran B, Greenwood E, Guren MG, Guillon S, Gutlic I, Hahnloser D, Hampel H, Hanly A, Hasegawa H, Iversen LH, Hill A, Hill J, Hoch J, Hompes R, Hurtado L, Iaquinandi F, Imbrasaite U, Islam R, Jafari MD, Salido AJ, Jiménez Toscano M, Kanemitsu Y, Karachun A, Karimuddin AA, Keller DS, Kelly J, Kennelly R, Khrykov G, Kocian P, Koh C, Kok N, Knight KA, Knol J, Kontovounisios C, Korner H, Krivokapic Z, Kronberger I, Kroon HM, Kryzauskas M, Kural S, Kusters M, Lakkis Z, Lankov T, Larson D, Lázár G, Lee KY, Lee SH, Lefèvre JH, Lepisto A, Lieu C, Loi L, Lynch C, Maillou-Martinaud H, Maroli A, Martin S, Martling A, Matzel KE, Mayol J, McDermott F, Meurette G, Millan M, Mitteregger M, Moiseenko A, Monson JRT, Morarasu S, Moritani K, Möslein G, Munini M, Nahas C, Nahas S, Negoi I, Novikova A, Ocares M, Okabayashi K, Olkina A, Oñate-Ocaña L, Otero J, Ozen C, Pace U, Julião GPS, Panaiotti L, Panis Y, Papamichael D, Patel S, Uriburu JCP, Peng SL, Pera M, Perez RO, Petrov A, Pfeffer F, Phang TP, Poskus T, Pringle H, Proud D, Raguz I, Rama N, Rasheed S, Raval MJ, Rega D, Reissfelder C, Meneses JCR, Ris F, Riss S, Rodriguez-Zentner H, Roxburgh CS, Saklani A, Sammour T, Saraste D, Schneider M, Seishima R, Sekulic A, Seppala T, Sheahan K, Shlomina A, Sigismondo G, Singnomklao T, Siragusa L, Smart N, Solis-Peña A, Spinelli A, Staiger RD, Stamos MJ, Steele S, Tan KK, Tanis PJ, Tekkis P, Teklay B, Tengku S, Tsarkov P, Turina M, Ulrich A, Vailati BB, van Harten M, Verhoef C, Warrier S, Wexner S, de Wilt H, Weinberg BA, Wells C, Wolthuis A, Xynos E, You N, Zakharenko A, Zeballos J, Zhou J, Winter DC. Microsatellite instability in young patients with rectal cancer: molecular findings and treatment response. Br J Surg 2022; 109:251-255. [PMID: 35030243 DOI: 10.1093/bjs/znab437] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2021] [Accepted: 11/22/2021] [Indexed: 12/27/2022]
Abstract
In this study of 400 patients with early-onset rectal cancer, 12.5 per cent demonstrated microsatellite instability (MSI). MSI was associated with a reduced likelihood of nodal positivity, an increased rate of pathological complete response, and improved disease-specific survival.
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18
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Bergsland CH, Jeanmougin M, Moosavi SH, Svindland A, Bruun J, Nesbakken A, Sveen A, Lothe RA. Spatial analysis and CD25-expression identify regulatory T cells as predictors of a poor prognosis in colorectal cancer. Mod Pathol 2022; 35:1236-46. [PMID: 35484226 DOI: 10.1038/s41379-022-01086-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2022] [Revised: 04/06/2022] [Accepted: 04/06/2022] [Indexed: 12/04/2022]
Abstract
Regulatory T cells (Tregs) are a heterogeneous cell population that can either suppress or stimulate immune responses. Tumor-infiltrating Tregs are associated with an adverse outcome from most cancer types, but have generally been found to be associated with a good prognosis in colorectal cancer (CRC). We investigated the prognostic heterogeneity of Tregs in CRC by co-expression patterns and spatial analyses with diverse T cell markers, using multiplex fluorescence immunohistochemistry and digital image analysis in two consecutive series of primary CRCs (total n = 1720). Treg infiltration in tumors, scored as FOXP3+ or CD4+/CD25+/FOXP3+ (triple-positive) cells, was strongly correlated to the overall amount of CD3+ and CD8+ T cells, and consequently associated with a favorable 5-year relapse-free survival rate among patients with stage I-III CRC who underwent complete tumor resection. However, high relative expression of the activation marker CD25 in triple-positive Tregs was independently associated with an adverse outcome in a multivariable model incorporating clinicopathological and known molecular prognostic markers (hazard ratio = 1.35, p = 0.028). Furthermore, spatial marker analysis based on Voronoi diagrams and permutation testing of cellular neighborhoods revealed a statistically significant proximity between Tregs and CD8+-cells in 18% of patients, and this was independently associated with a poor survival (multivariable hazard ratio = 1.36, p = 0.017). These results show prognostic heterogeneity of different Treg populations in primary CRC, and highlight the importance of multi-marker and spatial analyses for accurate immunophenotyping of tumors in relation to patient outcome.
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19
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Takano S, Fukasawa M, Shindo H, Takahashi E, Fukasawa Y, Kawakami S, Hayakawa H, Kuratomi N, Kadokura M, Yamaguchi T, Inoue T, Maekawa S, Enomoto N. Next-generation sequencing of endoscopically obtained tissues from patients with all stages of pancreatic cancer. Cancer Sci 2021; 113:1069-1077. [PMID: 34962016 PMCID: PMC8898708 DOI: 10.1111/cas.15249] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2021] [Revised: 11/11/2021] [Accepted: 12/12/2021] [Indexed: 11/30/2022] Open
Abstract
Routinely available clinical samples of all stages of pancreatic cancer are used in the present study to elucidate its molecular mechanisms and identify novel therapeutic targets. We evaluated the use of next‐generation sequencing (NGS) of endoscopically obtained pancreatic cancer tissues. We enrolled 147 patients who underwent endoscopic ultrasound‐guided fine‐needle aspiration or endoscopic biopsy. The quantity and quality of the extracted DNA was assessed. Tissue samples were used for NGS of 78 cancer‐related genes, from which gene alterations and microsatellite instability (MSI) were extracted. NGS was successful in 141 out of 147 (96%) cases. Gene alterations were detected in 134 out of 141 (91%) samples, among which eight out of 10 samples with a DNA concentration below the detection limit had some type of gene alteration. Targetable genes were detected in 28 (19.9%) cases. MSI and germline mutations in homologous recombination repair associated genes were detected in 5% and 3% of cases, respectively. Cox regression analysis revealed that metastasis (P < .005; hazard ratio [HR], 3.30) was associated with poor prognosis in all pancreatic cancer patients. In addition, fewer than three mutations (P = .03; HR, 2.48) and serum carcinoembryonic antigen levels >5 ng/mL (P < .005; HR, 3.94) were associated with worse prognosis in cases without and with metastasis, respectively. Targeted sequencing of all stages of pancreatic cancer using available samples from real clinical practice could be used to determine the relationship between gene alterations and prognosis to help determine treatment choices.
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Affiliation(s)
- Shinichi Takano
- First Department of Internal Medicine, Faculty of Medicine, University of Yamanashi, 1110 Shimokato, Chuo, Yamanashi, 409-3898, Japan
| | - Mitsuharu Fukasawa
- First Department of Internal Medicine, Faculty of Medicine, University of Yamanashi, 1110 Shimokato, Chuo, Yamanashi, 409-3898, Japan
| | - Hiroko Shindo
- First Department of Internal Medicine, Faculty of Medicine, University of Yamanashi, 1110 Shimokato, Chuo, Yamanashi, 409-3898, Japan
| | - Ei Takahashi
- First Department of Internal Medicine, Faculty of Medicine, University of Yamanashi, 1110 Shimokato, Chuo, Yamanashi, 409-3898, Japan
| | - Yoshimitsu Fukasawa
- First Department of Internal Medicine, Faculty of Medicine, University of Yamanashi, 1110 Shimokato, Chuo, Yamanashi, 409-3898, Japan
| | - Satoshi Kawakami
- First Department of Internal Medicine, Faculty of Medicine, University of Yamanashi, 1110 Shimokato, Chuo, Yamanashi, 409-3898, Japan
| | - Hiroshi Hayakawa
- First Department of Internal Medicine, Faculty of Medicine, University of Yamanashi, 1110 Shimokato, Chuo, Yamanashi, 409-3898, Japan
| | - Natsuhiko Kuratomi
- First Department of Internal Medicine, Faculty of Medicine, University of Yamanashi, 1110 Shimokato, Chuo, Yamanashi, 409-3898, Japan
| | - Makoto Kadokura
- First Department of Internal Medicine, Faculty of Medicine, University of Yamanashi, 1110 Shimokato, Chuo, Yamanashi, 409-3898, Japan
| | - Tatsuya Yamaguchi
- First Department of Internal Medicine, Faculty of Medicine, University of Yamanashi, 1110 Shimokato, Chuo, Yamanashi, 409-3898, Japan
| | - Taisuke Inoue
- First Department of Internal Medicine, Faculty of Medicine, University of Yamanashi, 1110 Shimokato, Chuo, Yamanashi, 409-3898, Japan
| | - Shinya Maekawa
- First Department of Internal Medicine, Faculty of Medicine, University of Yamanashi, 1110 Shimokato, Chuo, Yamanashi, 409-3898, Japan
| | - Nobuyuki Enomoto
- First Department of Internal Medicine, Faculty of Medicine, University of Yamanashi, 1110 Shimokato, Chuo, Yamanashi, 409-3898, Japan
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20
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Roth L, Russo L, Ulugoel S, Freire Dos Santos R, Breuer E, Gupta A, Lehmann K. Peritoneal Metastasis: Current Status and Treatment Options. Cancers (Basel) 2021; 14:60. [PMID: 35008221 DOI: 10.3390/cancers14010060] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2021] [Revised: 12/16/2021] [Accepted: 12/20/2021] [Indexed: 12/21/2022] Open
Abstract
Simple Summary Surgical and locoregional treatments of peritoneal metastasis, e.g., from colorectal cancer, has gained increasing acceptance after the publication of excellent patient outcomes from many groups around the world. Apart from systemic chemotherapy and surgical removal of the tumor, locoregional therapies such as HIPEC or PIPAC may improve tumor control. Understanding the molecular characteristics of peritoneal metastasis is crucial to evolve future therapeutic strategies for peritoneal metastasis. This includes the genetic background of PM, which is often different from other sites of metastasis, and promotes peritoneal dissemination and the growth of tumor cells. Growing knowledge and insight into the physiology of the peritoneal tumor microenvironment and the specific role of the immune system in this compartment may provide a critical step to move locoregional therapy to the next level. This review summarizes the current knowledge and highlights the molecular characteristics of peritoneal metastasis. Abstract Peritoneal metastasis (PM) originating from gastrointestinal cancer was considered a terminal disease until recently. The advent of better systemic treatment, a better understanding of prognostic factors, and finally, the advent of novel loco-regional therapies, has opened the door for the multimodal treatment of PM. These strategies, including radical surgery and hyperthermic intraperitoneal chemotherapy (HIPEC) showed surprisingly good results, leading to the prolonged survival of patients with peritoneal metastasis. This has triggered a significant body of research, leading to the molecular characterization of PM, which may further help in the development of novel treatments. This review summarizes current evidence on peritoneal metastasis and explores potential novel mechanisms and therapeutic approaches to treat patients with peritoneal metastasis.
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21
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Bruun J, Eide PW, Bergsland CH, Bruck O, Svindland A, Arjama M, Välimäki K, Bjørnslett M, Guren MG, Kallioniemi O, Nesbakken A, Lothe RA, Pellinen T. E-cadherin is a robust prognostic biomarker in colorectal cancer and low expression is associated with sensitivity to inhibitors of topoisomerase, aurora, and HSP90 in preclinical models. Mol Oncol 2021; 16:2312-2329. [PMID: 34890102 PMCID: PMC9208074 DOI: 10.1002/1878-0261.13159] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2021] [Revised: 11/10/2021] [Accepted: 12/09/2021] [Indexed: 12/24/2022] Open
Abstract
Cell–cell and cell–matrix adhesion proteins that have been implicated in colorectal epithelial integrity and epithelial‐to‐mesenchymal transition could be robust prognostic and potential predictive biomarkers for standard and novel therapies. We analyzed in situ protein expression of E‐cadherin (ECAD), integrin β4 (ITGB4), zonula occludens 1 (ZO‐1), and cytokeratins in a single‐hospital series of Norwegian patients with colorectal cancer (CRC) stages I–IV (n = 922) using multiplex fluorescence‐based immunohistochemistry (mfIHC) on tissue microarrays. Pharmacoproteomic associations were explored in 35 CRC cell lines annotated with drug sensitivity data on > 400 approved and investigational drugs. ECAD, ITGB4, and ZO‐1 were positively associated with survival, while cytokeratins were negatively associated with survival. Only ECAD showed independent prognostic value in multivariable Cox models. Clinical and molecular associations for ECAD were technically validated on a different mfIHC platform, and the prognostic value was validated in another Norwegian series (n = 798). In preclinical models, low and high ECAD expression differentially associated with sensitivity to topoisomerase, aurora, and HSP90 inhibitors, and EGFR inhibitors. E‐cadherin protein expression is a robust prognostic biomarker with potential clinical utility in CRC.
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Affiliation(s)
- Jarle Bruun
- Department of Molecular Oncology, Institute for Cancer Research, Oslo University Hospital, Norway.,K.G. Jebsen Colorectal Cancer Research Centre, Division for Cancer Medicine, Oslo University Hospital, Norway
| | - Peter W Eide
- Department of Molecular Oncology, Institute for Cancer Research, Oslo University Hospital, Norway.,K.G. Jebsen Colorectal Cancer Research Centre, Division for Cancer Medicine, Oslo University Hospital, Norway
| | - Christian Holst Bergsland
- Department of Molecular Oncology, Institute for Cancer Research, Oslo University Hospital, Norway.,K.G. Jebsen Colorectal Cancer Research Centre, Division for Cancer Medicine, Oslo University Hospital, Norway
| | - Oscar Bruck
- Hematology Research Unit Helsinki, University of Helsinki and Comprehensive Cancer Center, Helsinki University Hospital, Finland
| | - Aud Svindland
- K.G. Jebsen Colorectal Cancer Research Centre, Division for Cancer Medicine, Oslo University Hospital, Norway.,Institute for Clinical Medicine, Faculty of Medicine, University of Oslo, Norway.,Department of Pathology, Oslo University Hospital, Norway
| | - Mariliina Arjama
- Institute for Molecular Medicine Finland, HiLIFE, University of Helsinki, Finland
| | - Katja Välimäki
- Institute for Molecular Medicine Finland, HiLIFE, University of Helsinki, Finland
| | - Merete Bjørnslett
- Department of Molecular Oncology, Institute for Cancer Research, Oslo University Hospital, Norway.,K.G. Jebsen Colorectal Cancer Research Centre, Division for Cancer Medicine, Oslo University Hospital, Norway
| | - Marianne G Guren
- K.G. Jebsen Colorectal Cancer Research Centre, Division for Cancer Medicine, Oslo University Hospital, Norway.,Department of Oncology, Oslo University Hospital, Norway
| | - Olli Kallioniemi
- Institute for Molecular Medicine Finland, HiLIFE, University of Helsinki, Finland.,Science for Life Laboratory, Department of Oncology & Pathology, Karolinska Institutet, Stockholm, Sweden
| | - Arild Nesbakken
- K.G. Jebsen Colorectal Cancer Research Centre, Division for Cancer Medicine, Oslo University Hospital, Norway.,Institute for Clinical Medicine, Faculty of Medicine, University of Oslo, Norway.,Department of Gastrointestinal Surgery, Oslo University Hospital, Norway
| | - Ragnhild A Lothe
- Department of Molecular Oncology, Institute for Cancer Research, Oslo University Hospital, Norway.,K.G. Jebsen Colorectal Cancer Research Centre, Division for Cancer Medicine, Oslo University Hospital, Norway.,Institute for Clinical Medicine, Faculty of Medicine, University of Oslo, Norway
| | - Teijo Pellinen
- K.G. Jebsen Colorectal Cancer Research Centre, Division for Cancer Medicine, Oslo University Hospital, Norway.,Institute for Molecular Medicine Finland, HiLIFE, University of Helsinki, Finland
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22
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Aasebø K, Bruun J, Bergsland CH, Nunes L, Eide GE, Pfeiffer P, Dahl O, Glimelius B, Lothe RA, Sorbye H. Prognostic role of tumour-infiltrating lymphocytes and macrophages in relation to MSI, CDX2 and BRAF status: a population-based study of metastatic colorectal cancer patients. Br J Cancer 2021. [PMID: 34671130 DOI: 10.1038/s41416-021-01586-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2021] [Revised: 09/27/2021] [Accepted: 10/05/2021] [Indexed: 12/18/2022] Open
Abstract
BACKGROUND Tumour-infiltrating CD3, CD8 lymphocytes and CD68 macrophages are associated with favourable prognosis in localised colorectal cancer, but the effect in metastatic colorectal cancer (mCRC) is not established. METHODS A Scandinavian population-based cohort of non-resectable mCRC patients was studied. Tissue microarrays (n = 460) were stained with CD3, CD8 and CD68 using fluorescence-based multiplex immunohistochemistry. Associations with clinicopathological variables, overall survival (OS) and progression-free survival were estimated. RESULTS Two-thirds of microsatellite instable (MSI) and one-fourth of microsatellite stable (MSS) tumours displayed the highest quartile density of CD8. For CD3 high vs low cases, median OS was 20 vs 16 months (HR: 0.76, 95% CI: 0.59, 0.76, p = 0.025) with 3-year OS of 27 vs 13%. For CD68 high vs low cases, median OS was 23 vs 15 months (HR: 0.69, 95% CI: 0.54, 0.88, p = 0.003) with 3-year OS of 28 vs 12%. MSI, BRAF mutation and CDX2 loss were negative prognostic markers independent of tumour immune infiltration. CONCLUSIONS In mCRC, high lymphocyte infiltration was found in proportions of MSI and MSS tumours-potential subgroups of immunotherapy response. Tumour-infiltrating CD3 lymphocytes and CD68 macrophages were associated with median and long-term survival. MSI was a significant negative prognostic marker despite high immunogenicity.
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23
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Hodges N, Mackenzie H, D'Souza N, Brown G, Miskovic D. Survival outcomes for right-versus left-sided colon cancer and rectal cancer in England: A propensity-score matched population-based cohort study. Eur J Surg Oncol 2021; 48:841-849. [PMID: 34688513 DOI: 10.1016/j.ejso.2021.10.007] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2021] [Revised: 09/10/2021] [Accepted: 10/12/2021] [Indexed: 01/05/2023] Open
Abstract
INTRODUCTION The aim of this study was to evaluate 5-year overall survival (OS) in patients operated on for potentially curable right versus left-sided colon cancer and rectal cancer in England. MATERIALS AND METHODS A retrospective propensity-score matched population-based cohort study was performed using data from English Hospital Episode Statistics, Office for National Statistics and National Bowel Cancer Audit dataset. Patients ≥18 who underwent elective resection for right-colon, left-colon, or rectal cancer between 2000 and 2015 were included. Patients were matched using propensity scores with the dependant variable being site of primary tumour (right-colon, left-colon, or rectum) and independent variables age, Charlson comorbidity index, operation year and Duke's stage. The primary outcome was 5-year overall survival (OS). RESULTS A total of 167,606 patients were included. Following propensity-score matching 26,662 patients remained in each group (right-colon, left-colon, and rectum). 5-year OS was significantly worse for patients with Duke's A-C right-sided primaries compared to left-sided and rectal cancers in the unmatched (58.8% vs 66.7% vs 70.0% p=<0.001) and matched cohorts (62.6%, 66.8%, 65.8% p=<0.001). Superior OS for patients with left-sided colon cancer was demonstrated across all stages (Duke's A HR 0.845, p = 0.003; Duke's B HR 0.947, p = 0.045; Duke's C HR 0.783, p < 0.0001). Secondary analysis demonstrated equivalent OS between study groups when ≥22 lymph nodes were harvested. CONCLUSION There is a significant difference in survival between comparable patients with right and left sided colon cancers in England. The quality and/or extent of mesenteric resection may be of particular importance in right-sided colon cancer.
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Affiliation(s)
- Nicola Hodges
- St Mark's Hospital, London, UK; Royal Marsden Hospital, Sutton, UK; Imperial College, London, UK
| | - Hugh Mackenzie
- Imperial College, London, UK; Derriford Hospital, Plymouth, UK
| | | | - Gina Brown
- Royal Marsden Hospital, Sutton, UK; Imperial College, London, UK
| | - Danilo Miskovic
- St Mark's Hospital, London, UK; Imperial College, London, UK.
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24
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Yu F, Makrigiorgos A, Leong KW, Makrigiorgos GM. Sensitive detection of microsatellite instability in tissues and liquid biopsies: Recent developments and updates. Comput Struct Biotechnol J 2021; 19:4931-40. [PMID: 34527197 DOI: 10.1016/j.csbj.2021.08.037] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2021] [Revised: 08/23/2021] [Accepted: 08/24/2021] [Indexed: 12/16/2022] Open
Abstract
Microsatellite instability (MSI), a phenotype displayed as deletions/insertions of repetitive genomic sequences, has drawn great attention due to its application in cancer including diagnosis, prognosis and immunotherapy response prediction. Several methods have been developed for the detection of MSI, facilitating the MSI classification of cancer patients. In view of recent interest in minimally-invasive detection of MSI via liquid biopsy samples, which requires methods with high sensitivity to identify small fractions of altered DNA in the presence of large amount of wild type copies, sensitive MSI detection approaches are emerging. Here we review the available MSI detection methods and their detection limits and focus on recently developed next-generation-sequencing based approaches and bioinformatics algorithms available for MSI analysis in various cancer types.
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Gkekas I, Novotny J, Kaprio T, Beilmann-Lehtonen I, Fabian P, Edin S, Strigård K, Svoboda T, Hagström J, Barsova L, Jirasek T, Haglund C, Palmqvist R, Gunnarsson U. Colon cancer patients with mismatch repair deficiency are more likely to present as acute surgical cases. Eur J Cancer 2021; 157:1-9. [PMID: 34461577 DOI: 10.1016/j.ejca.2021.07.027] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2021] [Revised: 07/05/2021] [Accepted: 07/25/2021] [Indexed: 01/13/2023]
Abstract
BACKGROUND The effect of the genetic imprint on the emergency presentation of colon cancer remains unclear. The disparity between tumours evolving along different carcinogenetic pathways has not been studied systematically. This retrospective multicenter cohort study evaluates the association between mismatch repair status and the risk for acute surgery of colon cancer. PATIENTS AND METHODS A retrospective multicenter cohort study including in total 870 patients from three different countries. Scandinavian cohort (Finland and Sweden), including a total of 412 patients operated between January 1, 1995 and December 31, 2010, was validated against a cohort from the Czech Republic, including a total of 458 patients, operated between January 1, 2018 and December 31, 2019. The proficiency or deficiency of mismatch repair was determined by immunohistochemistry. Primary outcome was the risk for acute colon cancer surgery given as the Odds Ratio (OR) in the univariable and multivariable analyses. Acute colon cancer surgery was defined as surgery performed during the same hospital admission as when the diagnosis of colon cancer was made. RESULTS Of the 870 patients (399 females [46%]) included in the analyses, median age at surgery was 69 [interquartile range, 61-76] years, deficient Mismatch Repair (dMMR) status was found in 190 patients (22%), and 179 patients (21%) underwent acute surgery during the same hospital admission as when the diagnosis of colon cancer was made. In the Scandinavian cohort, a significant association between dMMR status and acute surgery was seen in both the univariable (OR 1.82, 95% CI 1.11-3.02, P = 0.017) and the multivariable (OR = 2.21, 95% CI 1.28-3.95, P = 0.005) analyses. This was confirmed in the Czech validation cohort in both the univariable (OR = 1.94, 95% CI 1.09-3.26, P = 0.022) and the multivariable (OR = 1.77, 95% CI 1.15-3.18, P = 0.021) analyses. CONCLUSION This multicenter study reveals a strong association between acute colon cancer surgery and dMMR tumour status.
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Affiliation(s)
- Ioannis Gkekas
- Department of Surgical and Perioperative Sciences, Umeå University, Umeå, Sweden.
| | - Jan Novotny
- Department of Surgical and Perioperative Sciences, Umeå University, Umeå, Sweden
| | - Tuomas Kaprio
- Department of Gastrointestinal Surgery, University of Helsinki and Helsinki University Hospital, Finland
| | - Ines Beilmann-Lehtonen
- Department of Transplantation and Liver Surgery, University of Helsinki and Helsinki University Hospital, Finland
| | - Pavel Fabian
- Department of Oncological Pathology, Masaryk Memorial Cancer Institute, Brno, Czech Republic
| | - Sofia Edin
- Department of Medical Biosciences, Pathology, Umeå University, Umeå, Sweden
| | - Karin Strigård
- Department of Surgical and Perioperative Sciences, Umeå University, Umeå, Sweden
| | - Tomas Svoboda
- Department of Oncology and Radiotherapy, Faculty Hospital Pilsen, Charles University, Prague, Czech Republic
| | - Jaana Hagström
- Department of Pathology, University of Helsinki, Finland; Department of Oral Pathology and Radiology, University of Turku, Finland
| | - Lucie Barsova
- Comprehensive Oncology Center, Liberec, Czech Republic
| | | | - Caj Haglund
- Department of Gastrointestinal Surgery, University of Helsinki and Helsinki University Hospital, Finland
| | - Richard Palmqvist
- Department of Medical Biosciences, Pathology, Umeå University, Umeå, Sweden
| | - Ulf Gunnarsson
- Department of Surgical and Perioperative Sciences, Umeå University, Umeå, Sweden
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Toh JWT, Phan K, Reza F, Chapuis P, Spring KJ. Rate of dissemination and prognosis in early and advanced stage colorectal cancer based on microsatellite instability status: systematic review and meta-analysis. Int J Colorectal Dis 2021; 36:1573-1596. [PMID: 33604737 DOI: 10.1007/s00384-021-03874-1] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 01/27/2021] [Indexed: 02/04/2023]
Abstract
INTRODUCTION For the past two decades, microsatellite instability (MSI) has been reported as a robust clinical biomarker associated with survival advantage attributed to its immunogenicity. However, MSI is also associated with high-risk adverse pathological features (poorly differentiated, mucinous, signet cell, higher grade) and exhibits a double-edged sword phenomenon. We performed a systematic review and meta-analysis to evaluate the rate of dissemination and the prognosis of early and advanced stage colorectal cancer based on MSI status. METHODS A systematic literature search of original studies was performed on Ovid searching MEDLINE, Embase, Cochrane Database of Systematic Reviews, American College of Physicians ACP Journal Club, Database of Abstracts of Reviews of Effects DARE, Clinical Trials databases from inception of database to June 2019. Colorectal cancer, microsatellite instability, genomic instability and DNA mismatch repair were used as key words or MeSH terms. The Preferred Reporting Items for Systematic Reviews and Meta-analyses (PRISMA) reporting guideline was followed. Data were pooled using a random-effects model with odds ratio (OR) as the effect size. Statistical analysis was performed using RevMan ver 5.3 Cochrane Collaboration. RESULTS From 5288 studies, 136 met the inclusion criteria (n = 92,035; MSI-H 11,746 (13%)). Overall, MSI-H was associated with improved OS (OR, 0.81; 95% CI 0.73-0.90), DFS (OR, 0.73; 95% CI 0.66-0.81) and DSS (OR, 0.69; 95% CI 0.52-0.90). Importantly, MSI-H had a protective effect against dissemination with a significantly lower rate of lymph node and distant metastases. By stage, the protective effect of MSI-H in terms of OS and DFS was observed clearly in stage II and stage III. Survival in stage I CRC was excellent irrespective of MSI status. In stage IV CRC, without immunotherapy, MSI-H was not associated with any survival benefit. CONCLUSIONS MSI-H CRC was associated with an overall survival benefit with a lower rate of dissemination. Survival benefit was clearly evident in both stage II and III CRC, but MSI-H was neither a robust prognostic marker in stage I nor stage IV CRC without immunotherapy.
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Affiliation(s)
- James W T Toh
- Department of Surgery, Division of Colorectal Surgery, Westmead Hospital, Sydney, NSW, Australia. .,Discipline of Surgery, Sydney Medical School, University of Sydney, Sydney, NSW, Australia. .,Discipline of Surgery, The University of New South Wales, Sydney, NSW, Australia. .,Medical Oncology, Ingham Institute for Applied Medical Research, School of Medicine Western Sydney University and South Western Clinical School, University of New South Wales, NSW, Sydney, Australia.
| | - Kevin Phan
- Department of Surgery, Division of Colorectal Surgery, Westmead Hospital, Sydney, NSW, Australia
| | - Faizur Reza
- Department of Surgery, Division of Colorectal Surgery, Westmead Hospital, Sydney, NSW, Australia
| | - Pierre Chapuis
- Discipline of Surgery, Sydney Medical School, University of Sydney, Sydney, NSW, Australia
| | - Kevin J Spring
- Medical Oncology, Ingham Institute for Applied Medical Research, School of Medicine Western Sydney University and South Western Clinical School, University of New South Wales, NSW, Sydney, Australia
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Pei Q, Yi X, Chen C, Pang P, Fu Y, Lei G, Chen C, Tan F, Gong G, Li Q, Zai H, Chen BT. Pre-treatment CT-based radiomics nomogram for predicting microsatellite instability status in colorectal cancer. Eur Radiol 2021; 32:714-724. [PMID: 34258636 DOI: 10.1007/s00330-021-08167-3] [Citation(s) in RCA: 29] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2020] [Revised: 05/23/2021] [Accepted: 06/08/2021] [Indexed: 12/19/2022]
Abstract
OBJECTIVES Stratification of microsatellite instability (MSI) status in patients with colorectal cancer (CRC) improves clinical decision-making for cancer treatment. The present study aimed to develop a radiomics nomogram to predict the pre-treatment MSI status in patients with CRC. METHODS A total of 762 patients with CRC confirmed by surgical pathology and MSI status determined with polymerase chain reaction (PCR) method were retrospectively recruited between January 2013 and May 2019. Radiomics features were extracted from routine pre-treatment abdominal pelvic computed tomography (CT) scans acquired as part of the patients' clinical care. A radiomics nomogram was constructed using multivariate logistic regression. The performance of the nomogram was evaluated using discrimination, calibration, and decision curves. RESULTS The radiomics nomogram incorporating radiomics signatures, tumor location, patient age, high-density lipoprotein expression, and platelet counts showed good discrimination between patients with non-MSI-H and MSI-H, with an area under the curve (AUC) of 0.74 [95% CI, 0.68-0.80] in the training cohort and 0.77 [95% CI, 0.68-0.85] in the validation cohort. Favorable clinical application was observed using decision curve analysis. The addition of pathological characteristics to the nomogram failed to show incremental prognostic value. CONCLUSIONS We developed a radiomics nomogram incorporating radiomics signatures and clinical indicators, which could potentially be used to facilitate the individualized prediction of MSI status in patients with CRC. KEY POINTS • There is an unmet need to non-invasively determine MSI status prior to treatment. However, the traditional radiological evaluation of CT is limited for evaluating MSI status. • Our non-invasive CT imaging-based radiomics method could efficiently distinguish patients with high MSI disease from those with low MSI disease. • Our radiomics approach demonstrated promising diagnostic efficiency for MSI status, similar to the commonly used IHC method.
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Affiliation(s)
- Qian Pei
- Department of General Surgery, Xiangya Hospital, Central South University, Changsha, People's Republic of China
| | - Xiaoping Yi
- Department of Radiology, Xiangya Hospital, Central South University, No. 87 Xiangya Road, Changsha, 410008, People's Republic of China. .,National Clinical Research Center for Geriatric Disorders (Xiangya Hospital), Central South University, Changsha, 410008, People's Republic of China.
| | - Chen Chen
- Department of Radiology, 331 Hospital of Zhuzhou City, Zhuzhou, People's Republic of China
| | - Peipei Pang
- GE Healthcare, Hangzhou, 310000, People's Republic of China
| | - Yan Fu
- Department of Radiology, Xiangya Hospital, Central South University, No. 87 Xiangya Road, Changsha, 410008, People's Republic of China.,National Clinical Research Center for Geriatric Disorders (Xiangya Hospital), Central South University, Changsha, 410008, People's Republic of China
| | - Guangwu Lei
- Department of Radiology, Xiangya Hospital, Central South University, No. 87 Xiangya Road, Changsha, 410008, People's Republic of China
| | - Changyong Chen
- Department of Radiology, Xiangya Hospital, Central South University, No. 87 Xiangya Road, Changsha, 410008, People's Republic of China
| | - Fengbo Tan
- Department of General Surgery, Xiangya Hospital, Central South University, Changsha, People's Republic of China
| | - Guanghui Gong
- Department of Pathology, Xiangya Hospital, Central South University, No. 87 Xiangya Road, Changsha, 410008, People's Republic of China
| | - Qingling Li
- Department of Pathology, Xiangya Hospital, Central South University, No. 87 Xiangya Road, Changsha, 410008, People's Republic of China.
| | - Hongyan Zai
- Department of General Surgery, Xiangya Hospital, Central South University, Changsha, People's Republic of China
| | - Bihong T Chen
- Department of Diagnostic Radiology, City of Hope National Medical Center, Duarte, CA, USA
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Li Z, Zhong Q, Zhang L, Wang M, Xiao W, Cui F, Yu F, Huang C, Feng Z. Computed Tomography-Based Radiomics Model to Preoperatively Predict Microsatellite Instability Status in Colorectal Cancer: A Multicenter Study. Front Oncol 2021; 11:666786. [PMID: 34277413 PMCID: PMC8281816 DOI: 10.3389/fonc.2021.666786] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2021] [Accepted: 06/16/2021] [Indexed: 12/11/2022] Open
Abstract
Objectives To establish and validate a combined radiomics model based on radiomics features and clinical characteristics, and to predict microsatellite instability (MSI) status in colorectal cancer (CRC) patients preoperatively. Methods A total of 368 patients from four hospitals, who underwent preoperative contrast-enhanced CT examination, were included in this study. The data of 226 patients from a single hospital were used as the training dataset. The data of 142 patients from the other three hospitals were used as an independent validation dataset. The regions of interest were drawn on the portal venous phase of contrast-enhanced CT images. The filtered radiomics features and clinical characteristics were combined. A total of 15 different discrimination models were constructed based on a feature selection strategy from a pool of 3 feature selection methods and a classifier from a pool of 5 classification algorithms. The generalization capability of each model was evaluated in an external validation set. The model with high area under the curve (AUC) value from the training set and without a significant decrease in the external validation set was final selected. The Brier score (BS) was used to quantify overall performance of the selected model. Results The logistic regression model using the mutual information (MI) dimensionality reduction method was final selected with an AUC value of 0.79 for the training set and 0.73 for the external validation set to predicting MSI. The BS value of the model was 0.12 in the training set and 0.19 in the validation set. Conclusion The established combined radiomics model has the potential to predict MSI status in CRC patients preoperatively.
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Affiliation(s)
- Zhi Li
- Department of Radiology, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Qi Zhong
- Department of Radiology, Hangzhou Hospital of Traditional Chinese Medicine, Hangzhou, China
| | - Liang Zhang
- Department of Radiology, Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), Hangzhou, China
| | - Minhong Wang
- Department of Radiology, First Affiliated Hospital of Wannan Medical College, Wuhu, China
| | - Wenbo Xiao
- Department of Radiology, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Feng Cui
- Department of Radiology, Hangzhou Hospital of Traditional Chinese Medicine, Hangzhou, China
| | - Fang Yu
- Department of Pathology, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Chencui Huang
- Department of Research Collaboration, R&D Center, Beijing Deepwise & League of PHD Technology Co, Ltd, Beijing, China
| | - Zhan Feng
- Department of Radiology, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
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Inamori K, Togashi Y, Fukuoka S, Akagi K, Ogasawara K, Irie T, Motooka D, Kobayashi Y, Sugiyama D, Kojima M, Shiiya N, Nakamura S, Maruyama S, Suzuki Y, Ito M, Nishikawa H. Importance of lymph node immune responses in MSI-H/dMMR colorectal cancer. JCI Insight 2021; 6:137365. [PMID: 33755600 PMCID: PMC8262295 DOI: 10.1172/jci.insight.137365] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2020] [Accepted: 03/18/2021] [Indexed: 01/21/2023] Open
Abstract
Patients with colorectal cancers (CRCs) generally exhibit improved survival through intensive lymph node (LN) dissection. However, recent progress in cancer immunotherapy revisits the potential importance of regional LNs, where T cells are primed to attack tumor cells. To elucidate the role of regional LN, we investigated the immunological status of nonmetastatic regional LN lymphocytes (LNLs) in comparison with those of the tumor microenvironment (tumor-infiltrating lymphocytes; TILs) using flow cytometry and next-generation sequencing. LNLs comprised an intermediate level of the effector T cell population between peripheral blood lymphocytes (PBLs) and TILs. Significant overlap of the T cell receptor (TCR) repertoire was observed in microsatellite instability–high/mismatch repair–deficient (MSI-H/dMMR) CRCs with high tumor mutation burden (TMB), although limited TCRs were shared between nonmetastatic LNs and primary tumors in microsatellite stable/MMR proficient (MSS/pMMR) CRC patients with low TMB. In line with the overlap of the TCR repertoire, an excessive LN dissection did not provide a positive impact on long-term prognosis in our MSI-H/dMMR CRC cohort (n = 130). We propose that regional LNs play an important role in antitumor immunity, particularly in MSI-H/dMMR CRCs with high TMB, requiring care to be taken regarding excessive nonmetastatic LN dissection in MSI-H/dMMR CRC patients.
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Affiliation(s)
- Koji Inamori
- Division of Cancer Immunology, Research Institute/Exploratory Oncology Research & Clinical Trial Center (EPOC), National Cancer Center, Tokyo/Chiba, Japan.,Department of Colorectal Surgery, National Cancer Center Hospital East (NCCHE), Chiba, Japan.,Surgery 1, Divisions of cardiovascular, Thoracic, General Endoscopic and Breast Surgery, Hamamatsu University School of Medicine, Hamamatsu, Japan
| | - Yosuke Togashi
- Division of Cancer Immunology, Research Institute/Exploratory Oncology Research & Clinical Trial Center (EPOC), National Cancer Center, Tokyo/Chiba, Japan
| | - Shota Fukuoka
- Division of Cancer Immunology, Research Institute/Exploratory Oncology Research & Clinical Trial Center (EPOC), National Cancer Center, Tokyo/Chiba, Japan
| | - Kiwamu Akagi
- Division of Molecular Diagnosis and Cancer Prevention, Saitama Cancer Center (SCC), Saitama, Japan
| | - Kouetsu Ogasawara
- Department of Immunobiology, Institute of Development, Aging and Cancer, Tohoku University, Sendai, Japan
| | - Takuma Irie
- Division of Cancer Immunology, Research Institute/Exploratory Oncology Research & Clinical Trial Center (EPOC), National Cancer Center, Tokyo/Chiba, Japan
| | - Daisuke Motooka
- Research Institute for Microbial Diseases, Osaka University, Osaka, Japan
| | - Yoichi Kobayashi
- Department of Immunology and.,Department of Nephrology, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | | | | | - Norihiko Shiiya
- Surgery 1, Divisions of cardiovascular, Thoracic, General Endoscopic and Breast Surgery, Hamamatsu University School of Medicine, Hamamatsu, Japan
| | - Shota Nakamura
- Research Institute for Microbial Diseases, Osaka University, Osaka, Japan
| | - Shoichi Maruyama
- Department of Nephrology, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Yutaka Suzuki
- Department of Medical Genome Sciences, Graduate School of Frontier Sciences, The University of Tokyo, Chiba, Japan
| | - Masaaki Ito
- Department of Colorectal Surgery, National Cancer Center Hospital East (NCCHE), Chiba, Japan
| | - Hiroyoshi Nishikawa
- Division of Cancer Immunology, Research Institute/Exploratory Oncology Research & Clinical Trial Center (EPOC), National Cancer Center, Tokyo/Chiba, Japan.,Department of Immunology and
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30
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Ribeirinho-Soares S, Pádua D, Amaral AL, Valentini E, Azevedo D, Marques C, Barros R, Macedo F, Mesquita P, Almeida R. Prognostic significance of MUC2, CDX2 and SOX2 in stage II colorectal cancer patients. BMC Cancer 2021; 21:359. [PMID: 33823840 PMCID: PMC8025574 DOI: 10.1186/s12885-021-08070-6] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2020] [Accepted: 03/19/2021] [Indexed: 01/09/2023] Open
Abstract
Background Colorectal cancer (CRC) remains a serious health concern worldwide. Despite advances in diagnosis and treatment, about 15 to 30% of stage II CRC patients subjected to tumor resection with curative intent, develop disease relapse. Moreover, the therapeutic strategy adopted after surgery is not consensual for these patients. This supports the imperative need to find new prognostic and predictive biomarkers for stage II CRC. Methods For this purpose, we used a one-hospital series of 227 stage II CRC patient samples to assess the biomarker potential of the immunohistochemical expression of MUC2 mucin and CDX2 and SOX2 transcription factors. The Kaplan-Meier method was used to generate disease-free survival curves that were compared using the log-rank test, in order to determine prognosis of cases with different expression of these proteins, different mismatch repair (MMR) status and administration or not of adjuvant chemotherapy. Results In this stage II CRC series, none of the studied biomarkers showed prognostic value for patient outcome. However low expression of MUC2, in cases with high expression of CDX2, absence of SOX2 or MMR-proficiency, conferred a significantly worst prognosis. Moreover, cases with low expression of MUC2 showed a significantly clear benefit from treatment with adjuvant chemotherapy. Conclusion In conclusion, we observe that patients with stage II CRC with low expression of MUC2 in the tumor respond better when treated with adjuvant chemotherapy. This observation supports that MUC2 is involved in resistance to fluorouracil-based adjuvant chemotherapy and might be a promising future predictive biomarker in stage II CRC patients. Supplementary Information The online version contains supplementary material available at 10.1186/s12885-021-08070-6.
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Affiliation(s)
- Sara Ribeirinho-Soares
- i3S - Instituto de Investigação e Inovação em Saúde, Universidade do Porto, Rua Alfredo Allen, 208, 4200-135, Porto, Portugal.,IPATIMUP - Institute of Molecular Pathology and Immunology, University of Porto, Porto, Portugal
| | - Diana Pádua
- i3S - Instituto de Investigação e Inovação em Saúde, Universidade do Porto, Rua Alfredo Allen, 208, 4200-135, Porto, Portugal.,IPATIMUP - Institute of Molecular Pathology and Immunology, University of Porto, Porto, Portugal
| | - Ana Luísa Amaral
- i3S - Instituto de Investigação e Inovação em Saúde, Universidade do Porto, Rua Alfredo Allen, 208, 4200-135, Porto, Portugal.,IPATIMUP - Institute of Molecular Pathology and Immunology, University of Porto, Porto, Portugal
| | - Elvia Valentini
- i3S - Instituto de Investigação e Inovação em Saúde, Universidade do Porto, Rua Alfredo Allen, 208, 4200-135, Porto, Portugal.,IPATIMUP - Institute of Molecular Pathology and Immunology, University of Porto, Porto, Portugal
| | | | | | - Rita Barros
- i3S - Instituto de Investigação e Inovação em Saúde, Universidade do Porto, Rua Alfredo Allen, 208, 4200-135, Porto, Portugal.,IPATIMUP - Institute of Molecular Pathology and Immunology, University of Porto, Porto, Portugal.,Faculty of Medicine, University of Porto, Porto, Portugal
| | - Filipa Macedo
- IPO-C - Instituto Português de Oncologia de Coimbra Francisco Gentil, E. P. E, Coimbra, Portugal
| | - Patrícia Mesquita
- i3S - Instituto de Investigação e Inovação em Saúde, Universidade do Porto, Rua Alfredo Allen, 208, 4200-135, Porto, Portugal.,IPATIMUP - Institute of Molecular Pathology and Immunology, University of Porto, Porto, Portugal
| | - Raquel Almeida
- i3S - Instituto de Investigação e Inovação em Saúde, Universidade do Porto, Rua Alfredo Allen, 208, 4200-135, Porto, Portugal. .,IPATIMUP - Institute of Molecular Pathology and Immunology, University of Porto, Porto, Portugal. .,Faculty of Medicine, University of Porto, Porto, Portugal. .,Biology Department, Faculty of Sciences of the University of Porto, Porto, Portugal.
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31
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Kunnackal John G, Das Villgran V, Caufield-Noll C, Giardiello FM. Comparison of universal screening in major lynch-associated tumors: a systematic review of literature. Fam Cancer 2021; 21:57-67. [PMID: 33426601 DOI: 10.1007/s10689-020-00226-w] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2020] [Accepted: 12/23/2020] [Indexed: 01/13/2023]
Abstract
Lynch syndrome (LS) is associated with an increased lifetime risk of several cancers including colorectal (CRC), endometrial (EC), ovarian (OC), urinary (UT) and sebaceous tumors (ST). The benefit for universal screening in CRC and EC is well known. However, this benefit in other major lynch-associated tumors is unclear. We performed a systematic review of all published articles in the MEDLINE database between 2005 to 2017 to identify studies performing universal screening for LS in unselected CRC, EC, OC, UT and ST. All cases with MSI-H (instability in two or more markers) or missing one or more proteins on IHC testing were considered screening positive. Cases with MLH1 promoter hypermethylation or BRAF mutation positive were considered to have somatic mutations. A total of 3788 articles were identified in MEDLINE yielding 129 study arms from 113 studies. The overall pooled yield of universal LS screening and germline mismatch gene mutation was significantly different across the major LS-associated tumors (Mann Whitney test, p < 0.001). The pooled screening yield was highest in ST [52.5% (355/676), 95% CI 48.74-56.26%] followed by EC [22.65% (1142/5041), 95% CI 21.54-23.86%], CRC [11.9% (5649/47,545), 95% CI 11.61-12.19%], OC [11.29% (320/2833), 95% CI 10.13-12.47%] and UT [11.2% (31/276), 95% CI 7.48-14.92%]. ST also had the highest pooled germline positivity for mismatch repair gene mutation [18.8%, 33/176, 95%CI 13.03-24.57], followed by EC [2.6% (97/3765), 95% CI 2.09-3.11], CRC [1.8% (682/37,220), 95% CI 1.66-1.94%], UT [1.8%(3/164), 95% CI - 0.24-3.83%] and OC [0.83%(25/2983), 95% CI 0.48-1.12%]. LS screening in EC yielded significantly higher somatic mutations compared to CRC [pooled percentage 16.94% [(538/3176), 95%CI 15.60-18.20%] vs. 5.23% [(1639/26,152), 95% CI 4.93-5.47%], Mann Whitney test, p < 0.0001. Universal LS testing should be routinely performed in OC, UT and STs in addition to CRC and EC. Our findings also support consideration for IHC and somatic mutation testing before germline testing in EC due to higher prevalence of somatic mutations as well as germline testing in all patients with ST. Our results have implications for future design of LS screening programs and further studies are needed to assess the cost effectiveness and burden on genetic counselling services with expanded universal testing for LS.
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Affiliation(s)
- George Kunnackal John
- Clinical Assistant Professor, Division of Gastroenterology and Hepatology, University of Maryland School of Medicine, 511 Idlewild Ave, Easton, MD, 21601, USA.
| | - Vipin Das Villgran
- Pulmonary and Critical Care Fellow, Allegheny Health Network, Pittsburgh, PA, 15212, USA
| | | | - Francis M Giardiello
- Division of Gastroenterology and Hepatology, Johns Hopkins University School of Medicine, Baltimore, MD, 21205, USA
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Abstract
Colorectal cancer (CRC) is the second leading cause of cancer-related deaths in the United States. Despite ongoing efforts aimed at increasing screening for CRC and early detection, and development of more effective therapeutic regimens, the overall morbidity and mortality from this malignancy remains a clinical challenge. Therefore, identifying and developing genomic and epigenomic biomarkers that can improve CRC diagnosis and help predict response to current therapies are of paramount importance for improving survival outcomes in CRC patients, sparing patients from toxicity associated with current regimens, and reducing the economic burden associated with these treatments. Although efforts to develop biomarkers over the past decades have achieved some success, the recent availability of high-throughput analytical tools, together with the use of machine learning algorithms, will likely hasten the development of more robust diagnostic biomarkers and improved guidance for clinical decision-making in the coming years. In this chapter, we provide a systematic and comprehensive overview on the current status of genomic and epigenomic biomarkers in CRC, and comment on their potential clinical significance in the management of patients with this fatal malignancy, including in the context of precision medicine.
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Affiliation(s)
- Juan Ruiz-Bañobre
- Medical Oncology Department, University Clinical Hospital of Santiago de Compostela, University of Santiago de Compostela (USC), CIBERONC, Santiago de Compostela, Spain; Translational Medical Oncology Group (Oncomet), Health Research Institute of Santiago (IDIS), University Clinical Hospital of Santiago de Compostela, University of Santiago de Compostela (USC), CIBERONC, Santiago de Compostela, Spain
| | - Ajay Goel
- Department of Molecular Diagnostics and Experimental Therapeutics, Beckman Research Institute of City of Hope Comprehensive Cancer Center, Duarte, CA, United States.
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Guan Q, Song X, Zhang Z, Zhang Y, Chen Y, Li J. Identification of Tamoxifen-Resistant Breast Cancer Cell Lines and Drug Response Signature. Front Mol Biosci 2020; 7:564005. [PMID: 33344500 PMCID: PMC7746845 DOI: 10.3389/fmolb.2020.564005] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2020] [Accepted: 10/15/2020] [Indexed: 11/30/2022] Open
Abstract
Breast cancer cell lines are frequently used to elucidate the molecular mechanisms of the disease. However, a large proportion of cell lines are affected by problems such as mislabeling and cross-contamination. Therefore, it is of great clinical significance to select optimal breast cancer cell lines models. Using tamoxifen survival-related genes from breast cancer tissues as the gold standard, we selected the optimal cell line model to represent the characteristics of clinical tissue samples. Moreover, using relative expression orderings of gene pairs, we developed a gene pair signature that could predict tamoxifen therapy outcomes. Based on 235 consistently identified survival-related genes from datasets GSE17705 and GSE6532, we found that only the differentially expressed genes (DEGs) from the cell line dataset GSE26459 were significantly reproducible in tissue samples (binomial test, p = 2.13E-07). Finally, using the consistent DEGs from cell line dataset GSE26459 and tissue samples, we used the transcriptional qualitative feature to develop a two-gene pair (TOP2A, SLC7A5; NMU, PDSS1) for predicting clinical tamoxifen resistance in the training data (logrank p = 1.98E-07); this signature was verified using an independent dataset (logrank p = 0.009909). Our results indicate that the cell line model from dataset GSE26459 provides a good representation of the characteristics of clinical tissue samples; thus, it will be a good choice for the selection of drug-resistant and drug-sensitive breast cancer cell lines in the future. Moreover, our signature could predict tamoxifen treatment outcomes in breast cancer patients.
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Affiliation(s)
- Qingzhou Guan
- Co-construction Collaborative Innovation Center for Chinese Medicine and Respiratory Diseases by Henan & Education Ministry of P.R. China, Academy of Chinese Medical Sciences, Henan University of Chinese Medicine, Zhengzhou, China
| | - Xuekun Song
- College of Information Technology, Henan University of Chinese Medicine, Zhengzhou, China
| | - Zhenzhen Zhang
- Co-construction Collaborative Innovation Center for Chinese Medicine and Respiratory Diseases by Henan & Education Ministry of P.R. China, Academy of Chinese Medical Sciences, Henan University of Chinese Medicine, Zhengzhou, China
| | - Yizhi Zhang
- Department of Bioinformatics, Key Laboratory of Ministry of Education for Gastrointestinal Cancer, School of Basic Medical Sciences, Fujian Medical University, Fuzhou, China
| | - Yating Chen
- Department of Bioinformatics, Key Laboratory of Ministry of Education for Gastrointestinal Cancer, School of Basic Medical Sciences, Fujian Medical University, Fuzhou, China
| | - Jing Li
- Department of Bioinformatics, Key Laboratory of Ministry of Education for Gastrointestinal Cancer, School of Basic Medical Sciences, Fujian Medical University, Fuzhou, China
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Francini E, Ou FS, Lazzi S, Petrioli R, Multari AG, Pesola G, Messuti L, Colombo E, Livellara V, Bazzurri S, Cherri S, Miano ST, Wolfe EG, Alberts SR, Hubbard JM, Yoon HH, Francini G. The prognostic value of CD3+ tumor-infiltrating lymphocytes for stage II colon cancer according to use of adjuvant chemotherapy: A large single-institution cohort study. Transl Oncol 2020; 14:100973. [PMID: 33338878 PMCID: PMC7750416 DOI: 10.1016/j.tranon.2020.100973] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2020] [Revised: 11/18/2020] [Accepted: 11/20/2020] [Indexed: 11/28/2022] Open
Abstract
Low CD3+ TILs rate was associated with shorter OS in those with stage II colon cancer who did not receive adjuvant therapy. CD3+ TILs rate was not prognostic for patients with stage II colon cancer who had adjuvant therapy. Low CD3+ TILs rate may be an additional risk factor for stage II colon cancer patients who did not have adjuvant therapy yet.
Background High tumor infiltrating lymphocytes (TILs) density was previously shown to be associated with favorable prognosis for patients with colon cancer (CC). However, the impact of TILs on overall survival (OS) of stage II CC patients who received adjuvant chemotherapy (ADJ) or not (no-ADJ) is unknown. We assessed the prognostic value of CD3+ TILs in stage II CC patients according to whether they had ADJ or not. Methods Patients treated with curative surgery for stage II CC (2002–2013) were selected from the Santa Maria alle Scotte Hospital registry. TILs at the invasive front, center of tumor, and stroma were determined by immunohistochemistry and manually quantified as the rate of TILs/total tissue areas. High TILs (H-TILs) was defined as >20%. Patients were categorized as high or low TILs (L-TILs) and ADJ or no-ADJ. Results Of the 678 patients included, 137 (20%) received ADJ and 541 (80%) did not. The distribution of the 4 groups were: 16% (L-TIL/ADJ), 64% (L-TIL/no-ADJ), 5% (H-TIL/ADJ), 15% (H-TIL/no-ADJ). Compared to H-TILs/no-ADJ, ADJ patients showed a significantly increased OS (P<.01) regardless of the TILs rate whereas L-TILs/no-ADJ had significantly decreased OS and higher risk of death (HR=1.41; 95% CI, 1.06–1.88; P<.0001). On multivariable analysis, the unfavorable prognostic value of L-TILs (vs. H-TILs) for no-ADJ patients was confirmed (HR=1.36; 95% CI 1.02, 1.82; P=.0373). Conclusion Low CD3+ TILs rate was associated with shorter OS in those with stage II colon cancer who did not receive adjuvant therapy. Low CD3+ TILs could be considered an additional risk factor for still ADJ-untreated stage II CC patients, which could facilitate clinical decision making.
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Affiliation(s)
- Edoardo Francini
- Department of Experimental and Clinical Medicine, University of Florence, Florence 50134, Italy.
| | | | - Stefano Lazzi
- Department of Human Pathology and Oncology, University of Siena, Siena, Italy
| | | | | | | | | | | | | | | | - Sara Cherri
- Santa Maria Alle Scotte Hospital, Siena, Italy
| | | | | | | | | | | | - Guido Francini
- Department of Medical and Surgical Sciences and Neuroscience, University of Siena, Siena, Italy
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Latham A, Shia J, Patel Z, Reidy-Lagunes DL, Segal NH, Yaeger R, Ganesh K, Connell L, Kemeny NE, Kelsen DP, Hechtman JF, Nash GM, Paty PB, Zehir A, Tkachuk KA, Sheikh R, Markowitz AJ, Mandelker D, Offit K, Berger MF, Cercek A, Garcia-Aguilar J, Saltz LB, Weiser MR, Stadler ZK. Characterization and Clinical Outcomes of DNA Mismatch Repair-deficient Small Bowel Adenocarcinoma. Clin Cancer Res 2020; 27:1429-1437. [PMID: 33199489 DOI: 10.1158/1078-0432.ccr-20-2892] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2020] [Revised: 10/01/2020] [Accepted: 11/10/2020] [Indexed: 11/16/2022]
Abstract
PURPOSE The prevalence and clinical characteristics of small bowel adenocarcinomas (SBA) in the setting of Lynch syndrome have not been well studied. We characterized SBA according to DNA mismatch repair and/or microsatellite instability (MMR/MSI) and germline mutation status and compared clinical outcomes. EXPERIMENTAL DESIGN A single-institution review identified 100 SBAs. Tumors were evaluated for MSI via MSIsensor and/or corresponding MMR protein expression via IHC staining. Germline DNA was analyzed for mutations in known cancer predisposition genes, including MMR (MLH1, MSH2, MSH6, PMS2, and EPCAM). Clinical variables were correlated with MMR/MSI status. RESULTS Twenty-six percent (26/100; 95% confidence interval, 18.4-35.4) of SBAs exhibited MMR deficiency (MMR-D). Lynch syndrome prevalence was 10% overall and 38.5% among MMR-D SBAs. Median age at SBA diagnosis was similar in non-Lynch syndrome MMR-D versus MMR-proficient (MMR-P) SBAs (65 vs. 61; P = 0.75), but significantly younger in Lynch syndrome (47.5 vs. 61; P = 0.03). The prevalence of synchronous/metachronous cancers was 9% (6/67) in MMR-P versus 34.6% (9/26) in MMR-D SBA, with 66.7% (6/9) of these in Lynch syndrome (P = 0.0002). In the MMR-P group, 52.2% (35/67) of patients presented with metastatic disease, compared with 23.1% (6/26) in the MMR-D group (P = 0.008). In MMR-P stage I/II patients, 88.2% (15/17) recurred, compared with 18.2% (2/11) in the MMR-D group (P = 0.0002). CONCLUSIONS When compared with MMR-P SBA, MMR-D SBA was associated with earlier stage disease and lower recurrence rates, similar to observations in colorectal cancer. With a 38.5% prevalence in MMR-D SBA, germline Lynch syndrome testing in MMR-D SBA is warranted.
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Affiliation(s)
- Alicia Latham
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York.,Weill Cornell Medical College, New York, New York.,Robert and Kate Niehaus Center for Inherited Cancer Genomics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Jinru Shia
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Zalak Patel
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Diane L Reidy-Lagunes
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York.,Weill Cornell Medical College, New York, New York
| | - Neil H Segal
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York.,Weill Cornell Medical College, New York, New York
| | - Rona Yaeger
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York.,Weill Cornell Medical College, New York, New York
| | - Karuna Ganesh
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York.,Weill Cornell Medical College, New York, New York
| | - Louise Connell
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York.,Weill Cornell Medical College, New York, New York
| | - Nancy E Kemeny
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York.,Weill Cornell Medical College, New York, New York
| | - David P Kelsen
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York.,Weill Cornell Medical College, New York, New York
| | - Jaclyn F Hechtman
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Garrett M Nash
- Weill Cornell Medical College, New York, New York.,Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Philip B Paty
- Weill Cornell Medical College, New York, New York.,Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Ahmet Zehir
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Kaitlin A Tkachuk
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Rania Sheikh
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Arnold J Markowitz
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York.,Weill Cornell Medical College, New York, New York
| | - Diana Mandelker
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Kenneth Offit
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York.,Weill Cornell Medical College, New York, New York.,Robert and Kate Niehaus Center for Inherited Cancer Genomics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Michael F Berger
- Weill Cornell Medical College, New York, New York.,Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York.,Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, New York.,Marie Josee and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Andrea Cercek
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York.,Weill Cornell Medical College, New York, New York
| | - Julio Garcia-Aguilar
- Weill Cornell Medical College, New York, New York.,Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Leonard B Saltz
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York.,Weill Cornell Medical College, New York, New York
| | - Martin R Weiser
- Weill Cornell Medical College, New York, New York.,Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Zsofia K Stadler
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York. .,Weill Cornell Medical College, New York, New York.,Robert and Kate Niehaus Center for Inherited Cancer Genomics, Memorial Sloan Kettering Cancer Center, New York, New York
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Abstract
Background Locally advanced primary tumors have been associated with poor overall survival (OS) in non-metastatic colon cancer. However, their impact on metastatic colon cancer (mCC) is not fully defined. The association between primary tumor location and prognosis in mCC is also evolving. Methods Using National Cancer Data Base, we identified a cohort of 25,377 patients diagnosed with mCC from 2004-2009. Chi-square test was used for descriptive analyses, while all potential prognostic factors were evaluated using Kaplan-Meier survival estimates and Cox proportional hazards regression modeling. Results The five-year OS for the entire study cohort was 12.3%. Factors associated with significant survival impact in multivariate analysis included age, gender, race, comorbidity index, academic level of treating institution, insurance status, income, year of diagnosis, primary tumor site, histologic differentiation, pathologic tumor stage (pT), pathologic nodal stage (pN), and modality of chemotherapy. pT1 lesions demonstrated poor prognosis in stage IV colon cancers, not statistically different when compared to survival outcomes observed in cases with pT4 lesions. Regional nodal involvement demonstrated poor OS in full cohort analysis and subgroup analysis independent of primary tumor location. Both right-sided and transverse colon tumors had similarly worse OS compared to left-sided tumors (right-sided: HR: 1.21, 95% CI: 1.17-1.25; transverse: HR: 1.21, 95% CI: 1.15-1.27). Conclusions T1 lesions arising from right-side or transverse colon portend a poor prognosis in mCC, while regional lymph node involvement by itself is an independent poor prognostic factor. Right-sided tumors are associated with poor outcomes than left-sided tumors, suggesting the role of underlying molecular or biologic variants.
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Affiliation(s)
- Shiva Kumar R Mukkamalla
- Hematology and Oncology, Ted and Margaret Jorgensen Cancer Center/Presbyterian Healthcare Services, Rio Rancho, USA
| | | | - Bharti Rathore
- Hematology and Medical Oncology, Roger Williams Medical Center, Providence, USA
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Kunnackal John G, Das Villgran V, Caufield-Noll C, Giardiello F. Worldwide variation in lynch syndrome screening: case for universal screening in low colorectal cancer prevalence areas. Fam Cancer 2021; 20:145-56. [PMID: 32914371 DOI: 10.1007/s10689-020-00206-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2020] [Accepted: 09/01/2020] [Indexed: 02/07/2023]
Abstract
To perform a systematic assessment of universal Lynch syndrome (LS) screening yield in colorectal cancer (CRC) patients around the world. Universal screening for LS is recommended in all CRC patients. However, the variation in yield of LS screening in the setting of significant global variation in CRC prevalence is unknown. A systematic review of articles in the MEDLINE database was performed to identify studies performing universal screening for LS. All cases with microsatellite instability (MSI-H) or missing one or more proteins on immunohistochemistry (IHC) were considered screening positive. The overall pooled yield of universal LS screening in 97 study arms from 89 identified studies was 11.9% (5649/47545) and the overall pooled percentage of confirmed LS patients was 1.8% (682/37220). LS screening positivity varied significantly based on geographic region (Kruskal Wallis test, p < 0.001) and reported 5-year CRC prevalence in the country (Fisher's exact, p < 0.001). Significant inverse correlation was found between LS screening positivity and 5-year CRC prevalence (Pearson correlation, r = - 0.56, p < 0.001). The overall yield of LS screening was 15.00% (382/2553) and rate of confirmed LS was 7.7% (113/1475) in LS screening done in patients ≤ 50 years (16 studies). There is significant geographic variation in LS screening positivity with higher yield in countries with lower prevalence of CRC. Our results highlight the importance of universal LS screening in younger patients and low CRC prevalence countries.
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Chen X, Jiang Z, Pu Y, Jiang X, Xiang L, Jiang Z. Zinc finger and BTB domain-containing 7C (ZBTB7C) expression as an independent prognostic factor for colorectal cancer and its relevant molecular mechanisms. Am J Transl Res 2020; 12:4141-4159. [PMID: 32913494 PMCID: PMC7476137] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2019] [Accepted: 07/18/2020] [Indexed: 06/11/2023]
Abstract
Currently, colorectal cancer (CRC) predictions are based on an early diagnosis and the tumor-node-metastasis (TNM) stage, but the outcomes of patients with the same cancer type are difficult to predict. Novel molecular tests for the early diagnosis and stratification of CRC patients must be devised. After our initial bioinformatics screen, we examined zinc finger and BTB domain-containing 7C (ZBTB7C). To date, few studies have investigated ZBTB7C in CRC, necessitating further analyses of its expression and regulatory mechanism in CRC. ZBTB7C mRNA and protein expression was detected in CRC and corresponding non-CRC tissues. We evaluated the relationship between clinical prognosis and ZBTB7C protein levels using Cox regression analysis and Kaplan-Meier curves. A receiver operating characteristic (ROC) curve was generated to verify the diagnostic performance of ZBTB7C levels in CRC. Several bioinformatics techniques were applied to analyze the potential molecular mechanism of ZBTB7C. Low mRNA and protein levels of ZBTB7C were detected in tumor tissues from CRC patients. The survival curve predicted a poor prognosis for CRC patients exhibiting low ZBTB7C expression (P=0.001). According to the univariate Cox regression analysis, older age, a high TNM stage and low ZBTB7C expression were responsible for poor outcomes in CRC patients. The multivariate analysis further revealed ZBTB7C as an independent prognostic factor for CRC (P=0.015). The area under the curve of ZBTB7C expression for CRC diagnosis was 0.970 (95% confidence interval, 0.9447-0.9946; P < 0.0001). According to in silico analyses, genes coexpressed with ZBTB7C are associated mainly with the Ras and Wnt signaling pathways. Overall, ZBTB7C is downregulated in CRC and represents an early diagnostic marker and independent prognostic factor for CRC. ZBTB7C may be functionally mediated by different pathways or targeting miRNAs.
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Affiliation(s)
- Xuenuo Chen
- Department of Gastroenterology, The First Affiliated Hospital of Chongqing Medical UniversityChongqing 400016, P. R. China
| | | | - Yihuan Pu
- Chongqing Medical UniversityChongqing 400016, P. R. China
| | - Xiaoye Jiang
- Department of Gastroenterology, The First Affiliated Hospital of Chongqing Medical UniversityChongqing 400016, P. R. China
| | - Lichun Xiang
- Department of Gastroenterology, The First Affiliated Hospital of Chongqing Medical UniversityChongqing 400016, P. R. China
| | - Zheng Jiang
- Department of Gastroenterology, The First Affiliated Hospital of Chongqing Medical UniversityChongqing 400016, P. R. China
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Smeby J, Kryeziu K, Berg KCG, Eilertsen IA, Eide PW, Johannessen B, Guren MG, Nesbakken A, Bruun J, Lothe RA, Sveen A. Molecular correlates of sensitivity to PARP inhibition beyond homologous recombination deficiency in pre-clinical models of colorectal cancer point to wild-type TP53 activity. EBioMedicine 2020; 59:102923. [PMID: 32799124 PMCID: PMC7452640 DOI: 10.1016/j.ebiom.2020.102923] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2020] [Revised: 07/01/2020] [Accepted: 07/13/2020] [Indexed: 12/11/2022] Open
Abstract
BACKGROUND PARP inhibitors are active in various tumour types beyond BRCA-mutant cancers, but their activity and molecular correlates in colorectal cancer (CRC) are not well studied. METHODS Mutations and genome-wide mutational patterns associated with homologous recombination deficiency (HRD) were investigated in 255 primary CRCs with whole-exome sequencing and/or DNA copy number data. Efficacy of five PARP inhibitors and their molecular correlates were evaluated in 93 CRC cell lines partly annotated with mutational-, DNA copy number-, and/or gene expression profiles. Post-treatment gene expression profiling and specific protein expression analyses were performed in two pairs of PARP inhibitor sensitive and resistant cell lines. FINDINGS A subset of microsatellite stable (MSS) CRCs had truncating mutations in homologous recombination-related genes, but these were not associated with genomic signatures of HRD. Eight CRC cell lines (9%) were sensitive to PARP inhibition, but sensitivity was not predicted by HRD-related genomic and transcriptomic signatures. In contrast, drug sensitivity in MSS cell lines was strongly associated with TP53 wild-type status (odds ratio 15.7, p = 0.023) and TP53-related expression signatures. Increased downstream TP53 activity was among the primary response mechanisms, and TP53 inhibition antagonized the effect of PARP inhibitors. Wild-type TP53-mediated suppression of RAD51 was identified as a possible mechanism of action for sensitivity to PARP inhibition. INTERPRETATION PARP inhibitors are active in a subset of CRC cell lines and preserved TP53 function may increase the likelihood of response.
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Affiliation(s)
- Jørgen Smeby
- Department of Molecular Oncology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway;; K.G. Jebsen Colorectal Cancer Research Centre, Division of Cancer Medicine, Oslo University Hospital, Oslo, Norway; Department of Oncology, Oslo University Hospital, Oslo, Norway; Institute of Clinical Medicine, Faculty of Medicine, University of Oslo, Oslo, Norway
| | - Kushtrim Kryeziu
- Department of Molecular Oncology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway;; K.G. Jebsen Colorectal Cancer Research Centre, Division of Cancer Medicine, Oslo University Hospital, Oslo, Norway
| | - Kaja C G Berg
- Department of Molecular Oncology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway;; K.G. Jebsen Colorectal Cancer Research Centre, Division of Cancer Medicine, Oslo University Hospital, Oslo, Norway; Institute of Clinical Medicine, Faculty of Medicine, University of Oslo, Oslo, Norway
| | - Ina A Eilertsen
- Department of Molecular Oncology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway;; K.G. Jebsen Colorectal Cancer Research Centre, Division of Cancer Medicine, Oslo University Hospital, Oslo, Norway; Institute of Clinical Medicine, Faculty of Medicine, University of Oslo, Oslo, Norway
| | - Peter W Eide
- Department of Molecular Oncology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway;; K.G. Jebsen Colorectal Cancer Research Centre, Division of Cancer Medicine, Oslo University Hospital, Oslo, Norway
| | - Bjarne Johannessen
- Department of Molecular Oncology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway;; K.G. Jebsen Colorectal Cancer Research Centre, Division of Cancer Medicine, Oslo University Hospital, Oslo, Norway; Institute of Clinical Medicine, Faculty of Medicine, University of Oslo, Oslo, Norway
| | - Marianne G Guren
- K.G. Jebsen Colorectal Cancer Research Centre, Division of Cancer Medicine, Oslo University Hospital, Oslo, Norway; Department of Oncology, Oslo University Hospital, Oslo, Norway
| | - Arild Nesbakken
- K.G. Jebsen Colorectal Cancer Research Centre, Division of Cancer Medicine, Oslo University Hospital, Oslo, Norway; Institute of Clinical Medicine, Faculty of Medicine, University of Oslo, Oslo, Norway; Department of Gastroenterological Surgery, Oslo University Hospital, Oslo, Norway
| | - Jarle Bruun
- Department of Molecular Oncology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway;; K.G. Jebsen Colorectal Cancer Research Centre, Division of Cancer Medicine, Oslo University Hospital, Oslo, Norway
| | - Ragnhild A Lothe
- Department of Molecular Oncology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway;; K.G. Jebsen Colorectal Cancer Research Centre, Division of Cancer Medicine, Oslo University Hospital, Oslo, Norway; Institute of Clinical Medicine, Faculty of Medicine, University of Oslo, Oslo, Norway
| | - Anita Sveen
- Department of Molecular Oncology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway;; K.G. Jebsen Colorectal Cancer Research Centre, Division of Cancer Medicine, Oslo University Hospital, Oslo, Norway; Institute of Clinical Medicine, Faculty of Medicine, University of Oslo, Oslo, Norway.
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Roberto M, Marchetti P, Arrivi G, Di Pietro FR, Cascinu S, Gelsomino F, Caputo F, Cerma K, Ghidini M, Ratti M, Pizzo C, Ficorella C, Parisi A, Cortellini A, Urbano F, Calandrella ML, Botticelli A, Dell'Aquila E, Minelli A, Fulgenzi C, Montori A, Pilozzi E, Mazzuca F. The treatment paradigm of right-sided metastatic colon cancer: harboring BRAF mutation makes the difference. Int J Colorectal Dis 2020; 35:1513-27. [PMID: 32382835 DOI: 10.1007/s00384-020-03589-9] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 04/04/2020] [Indexed: 02/04/2023]
Abstract
PURPOSE BRAF mutations represent the main negative prognostic factor for metastatic colorectal cancer and a supposed negative predictive factor of response to standard chemotherapy. We have explored survival difference in right-sided colon cancer (RCC) patients according to BRAF mutations, with the aim to identify any predictive factors of response to targeted-based therapy. METHODS A retrospective study of RCC patients, with BRAF known mutation status, treated with chemotherapy (CT) from October 2008 to June 2019 in 5 Italian centers, was conducted. RESULTS We identified 207 advanced RCC patients: 20.3% BRAF mutant and 79.7% BRAF wild type (wt). BRAF-mutant cancers were more likely to be pT4 (50.0% v 25.7%, p = 0.016), undifferentiated (71.4% v 44.0%, p = 0.004), KRAS wt (90.5% v 38.2%, p < 0.001), and MSI-H (41.7% v 16.2%, p = 0.019) tumors, with synchronous (52.4% v 31.5%, p = 0.018) and peritoneal metastases (38.1% v 22.4%, p = 0.003). Median overall survival (OS) was 16 v 27 months in BRAF mutant and BRAF wt (P = 0.020). In first-line setting, BRAF-mutant showed a 2ys OS of 80% in clinical trials, 32% in anti-VEGF, 14% in epidermial growth factor receptor (EGFR), and 0% in chemotherapy alone regimens (P = 0.009). BRAF-mutant patients demonstrated worse survival, regardless of targeted therapy administered. However, survival difference was statistically significant in the anti-EGFR-treated subgroup (16 v 28 months, P = 0.005 in BRAF mutant v BRAF wt, respectively). CONCLUSIONS Our study demonstrated that BRAF status makes the difference in treatment's outcome. Therefore, the anti-EGFR should not be excluded in all advanced RCC but considered on a case-by-case basis.
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Kallenbach-Thieltges A, Großerueschkamp F, Jütte H, Kuepper C, Reinacher-Schick A, Tannapfel A, Gerwert K. Label-free, automated classification of microsatellite status in colorectal cancer by infrared imaging. Sci Rep 2020; 10:10161. [PMID: 32576892 PMCID: PMC7311536 DOI: 10.1038/s41598-020-67052-z] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2019] [Accepted: 05/21/2020] [Indexed: 12/12/2022] Open
Abstract
Challenging histopathological diagnostics in cancer include microsatellite instability-high (MSI-H) colorectal cancer (CRC), which occurs in 15% of early-stage CRC and is caused by a deficiency in the mismatch repair system. The diagnosis of MSI-H cannot be reliably achieved by visual inspection of a hematoxylin and eosin stained thin section alone, but additionally requires subsequent molecular analysis. Time- and sample-intensive immunohistochemistry with subsequent fragment length analysis is used. The aim of the presented feasibility study is to test the ability of quantum cascade laser (QCL)-based infrared (IR) imaging as an alternative diagnostic tool for MSI-H in CRC. We analyzed samples from 100 patients with sporadic CRC UICC stage II and III. Forty samples were used to develop the random forest classifier and 60 samples to verify the results on an independent blinded dataset. Specifically, 100% sensitivity and 93% specificity were achieved based on the independent 30 MSI-H- and 30 microsatellite stable (MSS)-patient validation cohort. This showed that QCL-based IR imaging is able to distinguish between MSI-H and MSS for sporadic CRC - a question that goes beyond morphological features - based on the use of spatially resolved infrared spectra used as biomolecular fingerprints.
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Affiliation(s)
- Angela Kallenbach-Thieltges
- Ruhr University Bochum, Center for Protein Diagnostics (ProDi), Biospectroscopy, Bochum, Germany.,Ruhr University Bochum, Faculty of Biology and Biotechnology, Department of Biophysics, Bochum, Germany
| | - Frederik Großerueschkamp
- Ruhr University Bochum, Center for Protein Diagnostics (ProDi), Biospectroscopy, Bochum, Germany.,Ruhr University Bochum, Faculty of Biology and Biotechnology, Department of Biophysics, Bochum, Germany
| | - Hendrik Jütte
- Institute of Pathology, Ruhr University Bochum, Bochum, Germany
| | - Claus Kuepper
- Ruhr University Bochum, Center for Protein Diagnostics (ProDi), Biospectroscopy, Bochum, Germany.,Ruhr University Bochum, Faculty of Biology and Biotechnology, Department of Biophysics, Bochum, Germany
| | - Anke Reinacher-Schick
- Department of Hematology, Oncology and Palliative Care, St. Josef Hospital, Ruhr University Bochum, Bochum, Germany
| | | | - Klaus Gerwert
- Ruhr University Bochum, Center for Protein Diagnostics (ProDi), Biospectroscopy, Bochum, Germany. .,Ruhr University Bochum, Faculty of Biology and Biotechnology, Department of Biophysics, Bochum, Germany.
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42
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Dimberg J, Andersson RE, Haglund S. Genomic Profiling of Stage II Colorectal Cancer Identifies Candidate Genes Associated with Recurrence-Free Survival, Tumor Location, and Differentiation Grade. Oncology 2020; 98:575-582. [PMID: 32408300 DOI: 10.1159/000507118] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2020] [Accepted: 03/02/2020] [Indexed: 12/19/2022]
Abstract
BACKGROUND Identification of high-risk stage II colorectal cancer (CRC) patients, potential candidates for adjuvant chemotherapy, is challenging. Current clinical guidelines rely mainly on histopathological markers with relatively weak prognostic value. This motivates further search for prognostic markers. METHODS This explorative study aimed to identify potential candidate gene mutations to facilitate differentiation between subgroups of patients with CRC stage II. Panel-based massive parallel sequencing was used to genetically characterize tumor tissues from 85 patients radically operated for CRC stage II, of which 12 developed recurrent cancer during follow-up. Genetic data was compared between patients with or without cancer recurrence, between tumors located in colon and in rectum, and for association with tumor differentiation grade. RESULTS Genetic variation in ATM, C11ORF65 was associated with recurrence-free survival. Previous reports regarding the association between BRAF mutation and a higher age at diagnosis, and tumor location in colon were confirmed. APC, BRAF, or KRAS mutation was associated with tumor differentiation grade. Multiple correspondence analyses revealed no obvious clustering of patients with the studied clinical characteristics, indicating that the genetic signatures observed here were unique for each individual. CONCLUSIONS Taken together, we have demonstrated the utility of panel-based massive parallel sequencing to explore the pathogenesis of CRC stage II. We have identified promising candidate gene mutations associated with cancer recurrence, tumor location, and differentiation grade in patients with CRC stage II, which merit further investigation.
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Affiliation(s)
- Jan Dimberg
- Department of Natural Science and Biomedicine, School of Health and Welfare, Jönköping University, Jönköping, Sweden
| | - Roland E Andersson
- Department of Surgery, Jönköping, Region Jönköping County, and Department of Biomedical and Clinical Sciences, Faculty of Medicine, Linköping University, Linköping, Sweden
| | - Sofie Haglund
- Department of Laboratory Medicine, Jönköping, Region Jönköping County, and Department of Biomedical and Clinical Sciences, Faculty of Medicine, Linköping University, Linköping, Sweden, .,Department of Medicine, Solna, Karolinska Institute, Stockholm, Sweden,
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43
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Mariya T, Kubo T, Hirohashi Y, Yanagawa J, Tabuchi Y, Matsuo K, Furumura K, Morita R, Nakatsugawa M, Kanaseki T, Tsukahara T, Hasegawa T, Saito T, Torigoe T. Less correlation between mismatch repair proteins deficiency and decreased expression of HLA class I molecules in endometrial carcinoma: a different propensity from colorectal cancer. Med Mol Morphol 2020; 54:14-22. [PMID: 32410009 DOI: 10.1007/s00795-020-00254-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2020] [Accepted: 05/03/2020] [Indexed: 11/24/2022]
Abstract
Mismatch repair protein deficiency (dMMR) is a favorable prognostic factor in colorectal cancer. It is also associated with aberrant expression of HLA class I molecules, which are required for cytotoxic T lymphocyte-mediated cancer immunotherapy. Because dMMR is frequently also found in endometrial cancers (ECs), we retrospectively investigated the expression of mismatch repair proteins and HLA class I molecules in 127 EC patients. In this study, EC patients being treated in our hospital were recruited from 2005 to 2009 and observed until December 2017. Lesion specimens were evaluated via immunohistochemistry for MSH6 and PMS2 (mismatch repair proteins) and HLA class I molecules. Expression of these molecules was statistically related to clinical and pathological factors and prognosis. dMMR was detected in 33 patients and did not correlate with the expression level of HLA class I molecules (P = 0.60). On the other hand, unexpectedly, multivariate analysis revealed that intact expression of HLA class I molecules was associated with p53 overexpression (P = 0.004). Neither dMMR nor decreased expression of HLA class I molecules were prognostic factors. These results are inconsistent with previous findings for colorectal cancer. A distinctive local tissue immune microenvironment would underlie the discrepancy in the results between EC and colorectal cancer.
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Affiliation(s)
- Tasuku Mariya
- Department of Obstetrics and Gynecology, School of Medicine, Sapporo Medical University, Sapporo, Japan
| | - Terufumi Kubo
- Department of Pathology, School of Medicine, Sapporo Medical University, Sapporo, Japan.
| | - Yoshihiko Hirohashi
- Department of Pathology, School of Medicine, Sapporo Medical University, Sapporo, Japan.
| | - Junko Yanagawa
- Department of Pathology, School of Medicine, Sapporo Medical University, Sapporo, Japan
| | - Yuta Tabuchi
- Department of Obstetrics and Gynecology, School of Medicine, Sapporo Medical University, Sapporo, Japan
| | | | | | - Rena Morita
- Department of Pathology, School of Medicine, Sapporo Medical University, Sapporo, Japan
| | - Munehide Nakatsugawa
- Department of Pathology, School of Medicine, Sapporo Medical University, Sapporo, Japan.,Department of Pathology, Hachioji Medical Center of Tokyo Medical University, Tokyo, Japan
| | - Takayuki Kanaseki
- Department of Pathology, School of Medicine, Sapporo Medical University, Sapporo, Japan
| | - Tomohide Tsukahara
- Department of Pathology, School of Medicine, Sapporo Medical University, Sapporo, Japan
| | - Tadashi Hasegawa
- Department of Surgical Pathology, School of Medicine, Sapporo Medical University, Sapporo, Japan
| | - Tsuyoshi Saito
- Department of Obstetrics and Gynecology, School of Medicine, Sapporo Medical University, Sapporo, Japan
| | - Toshihiko Torigoe
- Department of Pathology, School of Medicine, Sapporo Medical University, Sapporo, Japan
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44
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Van der Jeught K, Sun Y, Fang Y, Zhou Z, Jiang H, Yu T, Yang J, Kamocka MM, So KM, Li Y, Eyvani H, Sandusky GE, Frieden M, Braun H, Beyaert R, He X, Zhang X, Zhang C, Paczesny S, Lu X. ST2 as checkpoint target for colorectal cancer immunotherapy. JCI Insight 2020; 5:136073. [PMID: 32376804 PMCID: PMC7253019 DOI: 10.1172/jci.insight.136073] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2019] [Accepted: 04/08/2020] [Indexed: 12/12/2022] Open
Abstract
Immune checkpoint blockade immunotherapy delivers promising clinical results in colorectal cancer (CRC). However, only a fraction of cancer patients develop durable responses. The tumor microenvironment (TME) negatively impacts tumor immunity and subsequently clinical outcomes. Therefore, there is a need to identify other checkpoint targets associated with the TME. Early-onset factors secreted by stromal cells as well as tumor cells often help recruit immune cells to the TME, among which are alarmins such as IL-33. The only known receptor for IL-33 is stimulation 2 (ST2). Here we demonstrated that high ST2 expression is associated with poor survival and is correlated with low CD8+ T cell cytotoxicity in CRC patients. ST2 is particularly expressed in tumor-associated macrophages (TAMs). In preclinical models of CRC, we demonstrated that ST2-expressing TAMs (ST2+ TAMs) were recruited into the tumor via CXCR3 expression and exacerbated the immunosuppressive TME; and that combination of ST2 depletion using ST2-KO mice with anti-programmed death 1 treatment resulted in profound growth inhibition of CRC. Finally, using the IL-33trap fusion protein, we suppressed CRC tumor growth and decreased tumor-infiltrating ST2+ TAMs. Together, our findings suggest that ST2 could serve as a potential checkpoint target for CRC immunotherapy.
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Affiliation(s)
| | - Yifan Sun
- Department of Medical and Molecular Genetics
| | | | | | | | - Tao Yu
- Department of Medical and Molecular Genetics
| | | | | | - Ka Man So
- Center for Computational Biology and Bioinformatics
| | - Yujing Li
- Department of Medical and Molecular Genetics
| | | | - George E Sandusky
- Department of Pathology and Laboratory Medicine, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | | | - Harald Braun
- VIB Center for Inflammation Research, Ghent, Belgium.,Department of Biomedical Molecular Biology, Ghent University, Ghent, Belgium
| | - Rudi Beyaert
- VIB Center for Inflammation Research, Ghent, Belgium.,Department of Biomedical Molecular Biology, Ghent University, Ghent, Belgium
| | - Xiaoming He
- Fischell Department of Bioengineering and.,Marlene and Stewart Greenebaum Comprehensive Cancer Center, University of Maryland, Baltimore, Maryland, USA
| | - Xinna Zhang
- Department of Medical and Molecular Genetics.,Melvin and Bren Simon Cancer Center, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Chi Zhang
- Department of Medical and Molecular Genetics.,Center for Computational Biology and Bioinformatics.,Melvin and Bren Simon Cancer Center, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Sophie Paczesny
- Department of Pediatrics.,Melvin and Bren Simon Cancer Center, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Xiongbin Lu
- Department of Medical and Molecular Genetics.,Melvin and Bren Simon Cancer Center, Indiana University School of Medicine, Indianapolis, Indiana, USA
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45
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Frago R, McDermott F, Campillo B, Kreisler E, Biondo S. Post-operative and oncological 3-year follow-up outcomes in stage 2 colonic cancer in the emergency and elective setting: a cohort study. ANZ J Surg 2020; 91:E25-E31. [PMID: 32255271 DOI: 10.1111/ans.15876] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2020] [Revised: 02/25/2020] [Accepted: 03/01/2020] [Indexed: 12/25/2022]
Abstract
BACKGROUND Stage 2 colonic cancer comprises a heterogeneous group of patients with a spectrum of disease, from invasion of the sub-serosa to tumour perforation into visceral peritoneum/adjacent organs. This study evaluates the post-operative outcomes and prognostic factors of patients with both emergency and elective presentations of stage 2 colonic cancer treated with curative intent. METHODS Retrospective analysis of a prospectively maintained database of adult patients (emergency and elective) who underwent curative surgery for stage 2 colonic cancer in a single tertiary referral centre between 2007 and 2016 was conducted. Multivariate analysis was performed to identify prognostic factors. Measured variables included demographics, complications, histology, disease-free survival and overall survival (OS). RESULTS A total of 428 patients with stage 2 colonic cancer received curative surgical resection, and negative resection margins were achieved in all cases: T3 group (stage 2A): 316 (73.8%); T4a group (stage 2B): 78 patients (18.2%); and T4b group (stage 2C): 34 (8%). There were 187 (45.7%) post-operative complications, 32 (7.5%) anastomotic leaks and eight (1.9%) 30-day mortalities. Eighty patients (19.3%) died during the follow-up. During the follow-up period, 45 patients developed recurrence (all distant). Multivariate analysis identified age >70 years, American Society of Anesthesiologists grades III-IV and male gender as factors associated with poor OS, while recurrence was higher in those aged over 70 years and with stages 2B-2C disease. CONCLUSION Surgical morbidity in patients with stage 2 colonic cancer who have undergone curative surgery is high. Older and more co-morbid patients have poorer OS. Stages 2B and 2C colon cancer patients have worse prognosis than those with stage 2A regarding recurrence. Future larger data sets are required to determine the role of transmural spread as a prognostic factor.
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Affiliation(s)
- Ricardo Frago
- Department of General and Digestive Surgery, Colorectal Unit, Bellvitge University Hospital, University of Barcelona, Barcelona, Spain.,Digestive Tract Pathology, IDIBELL, Barcelona, Spain
| | | | - Beatriz Campillo
- General Surgery Unit, Hospital Sant Joan de Deu Foundation, Martorell, Spain
| | - Esther Kreisler
- Department of General and Digestive Surgery, Colorectal Unit, Bellvitge University Hospital, University of Barcelona, Barcelona, Spain.,Digestive Tract Pathology, IDIBELL, Barcelona, Spain
| | - Sebastiano Biondo
- Department of General and Digestive Surgery, Colorectal Unit, Bellvitge University Hospital, University of Barcelona, Barcelona, Spain.,Digestive Tract Pathology, IDIBELL, Barcelona, Spain
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46
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Cercek A, Dos Santos Fernandes G, Roxburgh CS, Ganesh K, Ng S, Sanchez-Vega F, Yaeger R, Segal NH, Reidy-Lagunes DL, Varghese AM, Markowitz A, Wu C, Szeglin B, Sauvé CEG, Salo-Mullen E, Tran C, Patel Z, Krishnan A, Tkachuk K, Nash GM, Guillem J, Paty PB, Shia J, Schultz N, Garcia-Aguilar J, Diaz LA, Goodman K, Saltz LB, Weiser MR, Smith JJ, Stadler ZK. Mismatch Repair-Deficient Rectal Cancer and Resistance to Neoadjuvant Chemotherapy. Clin Cancer Res 2020; 26:3271-3279. [PMID: 32144135 DOI: 10.1158/1078-0432.ccr-19-3728] [Citation(s) in RCA: 103] [Impact Index Per Article: 25.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2019] [Revised: 01/31/2020] [Accepted: 03/02/2020] [Indexed: 12/21/2022]
Abstract
PURPOSE Evaluate response of mismatch repair-deficient (dMMR) rectal cancer to neoadjuvant chemotherapy. EXPERIMENTAL DESIGN dMMR rectal tumors at Memorial Sloan Kettering Cancer Center (New York, NY) were retrospectively reviewed for characteristics, treatment, and outcomes. Fifty patients with dMMR rectal cancer were identified by IHC and/or microsatellite instability analysis, with initial treatment response compared with a matched MMR-proficient (pMMR) rectal cancer cohort. Germline and somatic mutation analyses were evaluated. Patient-derived dMMR rectal tumoroids were assessed for chemotherapy sensitivity. RESULTS Of 21 patients receiving neoadjuvant chemotherapy (fluorouracil/oxaliplatin), six (29%) had progression of disease. In comparison, no progression was noted in 63 pMMR rectal tumors (P = 0.0001). Rectal cancer dMMR tumoroids reflected this resistance to chemotherapy. No genomic predictors of chemotherapy response were identified. Of 16 patients receiving chemoradiation, 13 (93%) experienced tumor downstaging; one patient had stable disease, comparable with 48 pMMR rectal cancers. Of 13 patients undergoing surgery, 12 (92%) had early-stage disease. Forty-two (84%) of the 50 patients tested positive for Lynch syndrome with enrichment of germline MSH2 and MSH6 mutations when compared with 193 patients with Lynch syndrome-associated colon cancer (MSH2, 57% vs 36%; MSH6, 17% vs 9%; P < 0.003). CONCLUSIONS Over one-fourth of dMMR rectal tumors treated with neoadjuvant chemotherapy exhibited disease progression. Conversely, dMMR rectal tumors were sensitive to chemoradiation. MMR status should be performed upfront in all locally advanced rectal tumors with careful monitoring for response on neoadjuvant chemotherapy and genetic testing for Lynch syndrome in patients with dMMR rectal cancer.
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Affiliation(s)
- Andrea Cercek
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | | | - Campbell S Roxburgh
- Institute of Cancer Sciences, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, United Kingdom
| | - Karuna Ganesh
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Shu Ng
- Alfred Health Radiation Oncology, Melbourne, Victoria, Australia
| | - Francisco Sanchez-Vega
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Rona Yaeger
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Neil H Segal
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | | | - Anna M Varghese
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Arnold Markowitz
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Chao Wu
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Bryan Szeglin
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York
| | | | - Erin Salo-Mullen
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Christina Tran
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Zalak Patel
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Asha Krishnan
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Kaitlyn Tkachuk
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Garrett M Nash
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Jose Guillem
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Philip B Paty
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Jinru Shia
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Nikolaus Schultz
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Julio Garcia-Aguilar
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Luis A Diaz
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Karyn Goodman
- Department of Radiation Oncology, University of Colorado School of Medicine, Aurora, Colorado
| | - Leonard B Saltz
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Martin R Weiser
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York
| | - J Joshua Smith
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York.,Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Zsofia K Stadler
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York.
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47
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Wang H, Qiu P, Zhu S, Zhang M, Li Y, Zhang M, Wang X, Shang J, Qu B, Liu J, Zhao Q. SET nuclear proto-oncogene gene expression is associated with microsatellite instability in human colorectal cancer identified by co-expression analysis. Dig Liver Dis 2020; 52:339-346. [PMID: 31495599 DOI: 10.1016/j.dld.2019.07.020] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/28/2019] [Revised: 07/25/2019] [Accepted: 07/26/2019] [Indexed: 12/11/2022]
Abstract
BACKGROUNDS AND AIMS Microsatellite instability (MSI) is one of the promising biomarkers in human colorectal cancers (CRCs), and it is influenced by an intricate gene interaction network. Hence, we aimed to identify and validate hub genes associated with MSI CRC and to illustrate its underlying mechanisms. METHODS Weighted gene co-expression network analysis (WGCNA) was used to investigate potential regulatory targets and relationships between key modules and hub genes associated with MSI CRC. RESULTS In the red module (r = 0.83), SET nuclear proto-oncogene (SET) was selected due to its high intra-modular connectivity and module membership. In the test sets, SET expression was downregulated in MSI CRCs compared to that in microsatellite stability (MSS) CRCs. SET expression level had a good performance in stratifying patients into MSI or MSS CRCs (area under the curve = 0.953). Moreover, the BRAF V600E mutation was highly associated with SET expression, and MSI/HLA- samples showed lower levels of SET mRNA expression than MSS/HLA- samples. Finally, gene set enrichment analysis (GSEA) indicated that patients in the SET low expression group were enriched in base excision repair. CONCLUSION SET was identified and validated as a novel potential biomarker in MSI CRCs, and SET probably acts through regulating the base excision repair pathway.
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Affiliation(s)
- Haizhou Wang
- Department of Gastroenterology, Zhongnan Hospital of Wuhan University, Wuhan, China; Hubei Clinical Center and Key Lab of Intestinal and Colorectal Diseases, Wuhan, China
| | - Peishan Qiu
- Department of Gastroenterology, Zhongnan Hospital of Wuhan University, Wuhan, China; Hubei Clinical Center and Key Lab of Intestinal and Colorectal Diseases, Wuhan, China
| | - Shuyun Zhu
- Department of Gastroenterology, The Central Hospital of Enshi Autonomous Prefecture, Enshi, China
| | - Mengna Zhang
- Department of Gastroenterology, Zhongnan Hospital of Wuhan University, Wuhan, China; Hubei Clinical Center and Key Lab of Intestinal and Colorectal Diseases, Wuhan, China
| | - Yizhang Li
- Department of Gastroenterology, Zhongnan Hospital of Wuhan University, Wuhan, China; Hubei Clinical Center and Key Lab of Intestinal and Colorectal Diseases, Wuhan, China
| | - Meng Zhang
- Department of Gastroenterology, Zhongnan Hospital of Wuhan University, Wuhan, China; Hubei Clinical Center and Key Lab of Intestinal and Colorectal Diseases, Wuhan, China
| | - Xiaobing Wang
- Department of Gastroenterology, Zhongnan Hospital of Wuhan University, Wuhan, China; Hubei Clinical Center and Key Lab of Intestinal and Colorectal Diseases, Wuhan, China
| | - Jian Shang
- Department of Gastroenterology, Zhongnan Hospital of Wuhan University, Wuhan, China; Hubei Clinical Center and Key Lab of Intestinal and Colorectal Diseases, Wuhan, China
| | - Bing Qu
- Department of Gastroenterology, The Central Hospital of Enshi Autonomous Prefecture, Enshi, China.
| | - Jing Liu
- Department of Gastroenterology, Zhongnan Hospital of Wuhan University, Wuhan, China; Hubei Clinical Center and Key Lab of Intestinal and Colorectal Diseases, Wuhan, China.
| | - Qiu Zhao
- Department of Gastroenterology, Zhongnan Hospital of Wuhan University, Wuhan, China; Hubei Clinical Center and Key Lab of Intestinal and Colorectal Diseases, Wuhan, China.
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48
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Lopes N, Bergsland CH, Bjørnslett M, Pellinen T, Svindland A, Nesbakken A, Almeida R, Lothe RA, David L, Bruun J. Digital image analysis of multiplex fluorescence IHC in colorectal cancer recognizes the prognostic value of CDX2 and its negative correlation with SOX2. J Transl Med 2020; 100:120-134. [PMID: 31641225 PMCID: PMC6917572 DOI: 10.1038/s41374-019-0336-4] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2019] [Revised: 09/18/2019] [Accepted: 09/18/2019] [Indexed: 01/10/2023] Open
Abstract
Flourescence-based multiplex immunohistochemistry (mIHC) combined with multispectral imaging and digital image analysis (DIA) is a quantitative high-resolution method for determination of protein expression in tissue. We applied this method for five biomarkers (CDX2, SOX2, SOX9, E-cadherin, and β-catenin) using tissue microarrays of a Norwegian unselected series of primary colorectal cancer. The data were compared with previously obtained chromogenic IHC data of the same tissue cores, visually assessed by the Allred method. We found comparable results between the methods, although confirmed that DIA offered improved resolution to differentiate cases with high and low protein expression. However, we experienced inherent challenges with digital image analysis of membrane staining, which was better assessed visually. DIA and mIHC enabled quantitative analysis of biomarker coexpression on the same tissue section at the single-cell level, revealing a strong negative correlation between the differentiation markers CDX2 and SOX2. Both methods confirmed known prognostic associations for CDX2, but DIA improved data visualization and detection of clinicopathological and biological associations. In summary, mIHC combined with DIA is an efficient and reliable method to evaluate protein expression in tissue, here shown to recapitulate and improve detection of known clinicopathological and survival associations for the emerging biomarker CDX2, and is therefore a candidate approach to standardize CDX2 detection in pathology laboratories.
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Affiliation(s)
- Nair Lopes
- 0000 0004 0389 8485grid.55325.34Department of Molecular Oncology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway ,0000 0001 1503 7226grid.5808.5i3S—Institute for Research and Innovation in Health, University of Porto, Porto, Portugal ,0000 0001 1503 7226grid.5808.5IPATIMUP—Institute of Molecular Pathology and Immunology, University of Porto, Porto, Portugal ,0000 0004 0389 8485grid.55325.34K.G. Jebsen Colorectal Cancer Research Centre, Division of Cancer Medicine, Oslo University Hospital, Oslo, Norway
| | - Christian Holst Bergsland
- 0000 0004 0389 8485grid.55325.34Department of Molecular Oncology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway ,0000 0004 0389 8485grid.55325.34K.G. Jebsen Colorectal Cancer Research Centre, Division of Cancer Medicine, Oslo University Hospital, Oslo, Norway ,0000 0004 1936 8921grid.5510.1Institute for Clinical Medicine, Faculty of Medicine, University of Oslo, Oslo, Norway
| | - Merete Bjørnslett
- 0000 0004 0389 8485grid.55325.34Department of Molecular Oncology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway ,0000 0004 0389 8485grid.55325.34K.G. Jebsen Colorectal Cancer Research Centre, Division of Cancer Medicine, Oslo University Hospital, Oslo, Norway
| | - Teijo Pellinen
- 0000 0004 0389 8485grid.55325.34K.G. Jebsen Colorectal Cancer Research Centre, Division of Cancer Medicine, Oslo University Hospital, Oslo, Norway ,0000 0004 0410 2071grid.7737.4Institute for Molecular Medicine Finland (FIMM), University of Helsinki, Helsinki, Finland
| | - Aud Svindland
- 0000 0004 0389 8485grid.55325.34K.G. Jebsen Colorectal Cancer Research Centre, Division of Cancer Medicine, Oslo University Hospital, Oslo, Norway ,0000 0004 1936 8921grid.5510.1Institute for Clinical Medicine, Faculty of Medicine, University of Oslo, Oslo, Norway
| | - Arild Nesbakken
- 0000 0004 0389 8485grid.55325.34K.G. Jebsen Colorectal Cancer Research Centre, Division of Cancer Medicine, Oslo University Hospital, Oslo, Norway ,0000 0004 1936 8921grid.5510.1Institute for Clinical Medicine, Faculty of Medicine, University of Oslo, Oslo, Norway ,0000 0004 0389 8485grid.55325.34Department of Gastrointestinal Surgery, Oslo University Hospital, Oslo, Norway
| | - Raquel Almeida
- 0000 0001 1503 7226grid.5808.5i3S—Institute for Research and Innovation in Health, University of Porto, Porto, Portugal ,0000 0001 1503 7226grid.5808.5Faculty of Medicine, University of Porto, Porto, Portugal ,0000 0001 1503 7226grid.5808.5Department of Biology, Faculty of Sciences, University of Porto, Porto, Portugal
| | - Ragnhild A. Lothe
- 0000 0004 0389 8485grid.55325.34Department of Molecular Oncology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway ,0000 0004 0389 8485grid.55325.34K.G. Jebsen Colorectal Cancer Research Centre, Division of Cancer Medicine, Oslo University Hospital, Oslo, Norway ,0000 0004 1936 8921grid.5510.1Institute for Clinical Medicine, Faculty of Medicine, University of Oslo, Oslo, Norway
| | - Leonor David
- 0000 0001 1503 7226grid.5808.5i3S—Institute for Research and Innovation in Health, University of Porto, Porto, Portugal ,0000 0001 1503 7226grid.5808.5IPATIMUP—Institute of Molecular Pathology and Immunology, University of Porto, Porto, Portugal ,0000 0001 1503 7226grid.5808.5Faculty of Medicine, University of Porto, Porto, Portugal
| | - Jarle Bruun
- Department of Molecular Oncology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway. .,K.G. Jebsen Colorectal Cancer Research Centre, Division of Cancer Medicine, Oslo University Hospital, Oslo, Norway.
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49
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Abstract
The number of molecularly stratified treatment options available to patients with colorectal cancer (CRC) is increasing, with a parallel rise in the use of biomarkers to guide prognostication and treatment decision-making. The increase in both the number of biomarkers and their use has resulted in a progressively complex situation, evident both from the extensive interactions between biomarkers and from their sometimes complex associations with patient prognosis and treatment benefit. Current and emerging biomarkers also reflect the genomic complexity of CRC, and include a wide range of aberrations such as point mutations, amplifications, fusions and hypermutator phenotypes, in addition to global gene expression subtypes. In this Review, we provide an overview of current and emerging clinically relevant biomarkers and their role in the management of patients with CRC, illustrating the intricacies of biomarker interactions and the growing treatment opportunities created by the availability of comprehensive molecular profiling.
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Affiliation(s)
- Anita Sveen
- Department of Molecular Oncology, Institute for Cancer Research & K.G. Jebsen Colorectal Cancer Research Centre, Division for Cancer Medicine, Oslo University Hospital, Oslo, Norway.
- Institute of Clinical Medicine, Faculty of Medicine, University of Oslo, Oslo, Norway.
| | - Scott Kopetz
- Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Ragnhild A Lothe
- Department of Molecular Oncology, Institute for Cancer Research & K.G. Jebsen Colorectal Cancer Research Centre, Division for Cancer Medicine, Oslo University Hospital, Oslo, Norway
- Institute of Clinical Medicine, Faculty of Medicine, University of Oslo, Oslo, Norway
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50
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Brunsell TH, Sveen A, Bjørnbeth BA, Røsok BI, Danielsen SA, Brudvik KW, Berg KCG, Johannessen B, Cengija V, Abildgaard A, Guren MG, Nesbakken A, Lothe RA. High Concordance and Negative Prognostic Impact of RAS/BRAF/PIK3CA Mutations in Multiple Resected Colorectal Liver Metastases. Clin Colorectal Cancer 2019; 19:e26-e47. [PMID: 31982351 DOI: 10.1016/j.clcc.2019.09.003] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2019] [Revised: 07/11/2019] [Accepted: 09/26/2019] [Indexed: 12/11/2022]
Abstract
BACKGROUND The prevalence and clinical implications of genetic heterogeneity in patients with multiple colorectal liver metastases remain largely unknown. In a prospective series of patients undergoing resection of colorectal liver metastases, the aim was to investigate the inter-metastatic and primary-to-metastatic heterogeneity of mutations in KRAS, NRAS, BRAF, and PIK3CA and their prognostic impact. PATIENTS AND METHODS We analyzed the mutation status among 372 liver metastases and 78 primary tumors from 106 patients by methods used in clinical routine testing, by Sanger sequencing, by next-generation sequencing (NGS), and/or by droplet digital polymerase chain reaction. The 3-year cancer-specific survival (CSS) was analyzed using the Kaplan-Meier method. RESULTS Although Sanger sequencing indicated inter-metastatic mutation heterogeneity in 14 of 97 patients (14%), almost all cases were refuted by high-sensitive NGS. Also, heterogeneity among metastatic deposits was concluded only for PIK3CA in 2 patients. Similarly, primary-to-metastatic heterogeneity was indicated in 8 of 78 patients (10%) using Sanger sequencing but for only 2 patients after NGS, showing the emergence of 1 KRAS and 1 PIK3CA mutation in the metastatic lesions. KRAS mutations were present in 53 of 106 patients (50%) and were associated with poorer 3-year CSS after liver resection (37% vs. 61% for KRAS wild-type; P = .004). Poor prognostic associations were found also for the combination of KRAS/NRAS/BRAF mutations compared with triple wild-type (P = .002). CONCLUSION Intra-patient mutation heterogeneity was virtually undetected, both between the primary tumor and the liver metastases and among the metastatic deposits. KRAS mutations separately, and KRAS/NRAS/BRAF mutations combined, were associated with poor patient survival after partial liver resection.
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Affiliation(s)
- Tuva Høst Brunsell
- Department of Molecular Oncology, Institute for Cancer Research, Oslo University Hospital, Norwegian Radium Hospital, Oslo, Norway; K. G. Jebsen Colorectal Cancer Research Centre, Oslo University Hospital, Norwegian Radium Hospital, Oslo, Norway; Institute for Clinical Medicine, University of Oslo, Oslo, Norway
| | - Anita Sveen
- Department of Molecular Oncology, Institute for Cancer Research, Oslo University Hospital, Norwegian Radium Hospital, Oslo, Norway; K. G. Jebsen Colorectal Cancer Research Centre, Oslo University Hospital, Norwegian Radium Hospital, Oslo, Norway; Institute for Clinical Medicine, University of Oslo, Oslo, Norway
| | - Bjørn Atle Bjørnbeth
- K. G. Jebsen Colorectal Cancer Research Centre, Oslo University Hospital, Norwegian Radium Hospital, Oslo, Norway; Department of Gastrointestinal Surgery, Oslo University Hospital, Oslo, Norway
| | - Bård I Røsok
- K. G. Jebsen Colorectal Cancer Research Centre, Oslo University Hospital, Norwegian Radium Hospital, Oslo, Norway; Department of Gastrointestinal Surgery, Oslo University Hospital, Oslo, Norway
| | - Stine Aske Danielsen
- Department of Molecular Oncology, Institute for Cancer Research, Oslo University Hospital, Norwegian Radium Hospital, Oslo, Norway; K. G. Jebsen Colorectal Cancer Research Centre, Oslo University Hospital, Norwegian Radium Hospital, Oslo, Norway
| | - Kristoffer Watten Brudvik
- K. G. Jebsen Colorectal Cancer Research Centre, Oslo University Hospital, Norwegian Radium Hospital, Oslo, Norway; Department of Gastrointestinal Surgery, Oslo University Hospital, Oslo, Norway
| | - Kaja C G Berg
- Department of Molecular Oncology, Institute for Cancer Research, Oslo University Hospital, Norwegian Radium Hospital, Oslo, Norway; K. G. Jebsen Colorectal Cancer Research Centre, Oslo University Hospital, Norwegian Radium Hospital, Oslo, Norway; Institute for Clinical Medicine, University of Oslo, Oslo, Norway
| | - Bjarne Johannessen
- Department of Molecular Oncology, Institute for Cancer Research, Oslo University Hospital, Norwegian Radium Hospital, Oslo, Norway; K. G. Jebsen Colorectal Cancer Research Centre, Oslo University Hospital, Norwegian Radium Hospital, Oslo, Norway; Institute for Clinical Medicine, University of Oslo, Oslo, Norway
| | - Vanja Cengija
- K. G. Jebsen Colorectal Cancer Research Centre, Oslo University Hospital, Norwegian Radium Hospital, Oslo, Norway; Department of Radiology and Nuclear Medicine, Oslo University Hospital Rikshospitalet, Oslo, Norway
| | - Andreas Abildgaard
- K. G. Jebsen Colorectal Cancer Research Centre, Oslo University Hospital, Norwegian Radium Hospital, Oslo, Norway; Department of Radiology and Nuclear Medicine, Oslo University Hospital Rikshospitalet, Oslo, Norway
| | - Marianne Grønlie Guren
- K. G. Jebsen Colorectal Cancer Research Centre, Oslo University Hospital, Norwegian Radium Hospital, Oslo, Norway; Department of Oncology, Oslo University Hospital Ullevål, Oslo, Norway
| | - Arild Nesbakken
- K. G. Jebsen Colorectal Cancer Research Centre, Oslo University Hospital, Norwegian Radium Hospital, Oslo, Norway; Institute for Clinical Medicine, University of Oslo, Oslo, Norway; Department of Gastrointestinal Surgery, Oslo University Hospital, Oslo, Norway
| | - Ragnhild A Lothe
- Department of Molecular Oncology, Institute for Cancer Research, Oslo University Hospital, Norwegian Radium Hospital, Oslo, Norway; K. G. Jebsen Colorectal Cancer Research Centre, Oslo University Hospital, Norwegian Radium Hospital, Oslo, Norway; Institute for Clinical Medicine, University of Oslo, Oslo, Norway.
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