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Ajithkumar P, Vasantharajan SS, Pattison S, McCall JL, Rodger EJ, Chatterjee A. Exploring Potential Epigenetic Biomarkers for Colorectal Cancer Metastasis. Int J Mol Sci 2024; 25:874. [PMID: 38255946 PMCID: PMC10815915 DOI: 10.3390/ijms25020874] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2023] [Revised: 01/08/2024] [Accepted: 01/08/2024] [Indexed: 01/24/2024] Open
Abstract
Metastatic progression is a complex, multistep process and the leading cause of cancer mortality. There is growing evidence that emphasises the significance of epigenetic modification, specifically DNA methylation and histone modifications, in influencing colorectal (CRC) metastasis. Epigenetic modifications influence the expression of genes involved in various cellular processes, including the pathways associated with metastasis. These modifications could contribute to metastatic progression by enhancing oncogenes and silencing tumour suppressor genes. Moreover, specific epigenetic alterations enable cancer cells to acquire invasive and metastatic characteristics by altering cell adhesion, migration, and invasion-related pathways. Exploring the involvement of DNA methylation and histone modification is crucial for identifying biomarkers that impact cancer prediction for metastasis in CRC. This review provides a summary of the potential epigenetic biomarkers associated with metastasis in CRC, particularly DNA methylation and histone modifications, and examines the pathways associated with these biomarkers.
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Affiliation(s)
- Priyadarshana Ajithkumar
- Department of Pathology, Dunedin School of Medicine, University of Otago, Dunedin 9016, New Zealand; (P.A.)
| | - Sai Shyam Vasantharajan
- Department of Pathology, Dunedin School of Medicine, University of Otago, Dunedin 9016, New Zealand; (P.A.)
| | - Sharon Pattison
- Department of Medicine, Dunedin School of Medicine, University of Otago, Dunedin 9016, New Zealand
| | - John L. McCall
- Department of Surgical Sciences, Dunedin School of Medicine, University of Otago, Dunedin 9016, New Zealand
| | - Euan J. Rodger
- Department of Pathology, Dunedin School of Medicine, University of Otago, Dunedin 9016, New Zealand; (P.A.)
| | - Aniruddha Chatterjee
- Department of Pathology, Dunedin School of Medicine, University of Otago, Dunedin 9016, New Zealand; (P.A.)
- School of Health Sciences and Technology, UPES University, Dehradun 248007, India
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Matías-García B, Mendoza-Moreno F, Díez-Alonso M, Ovejero-Merino E, Vera-Mansilla C, Blázquez-Martín A, Quiroga-Valcárcel A, Jiménez-Martín R, D'amico R, Lasa-Unzúe I, Gutiérrez-Calvo A. Single metachronous bone metastasis following rectal adenocarcinoma: A case report. MEDICINE INTERNATIONAL 2024; 4:6. [PMID: 38283131 PMCID: PMC10811448 DOI: 10.3892/mi.2024.130] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/05/2023] [Accepted: 12/11/2023] [Indexed: 01/30/2024]
Abstract
Colorectal cancer (CRC) ranks as the third leading cause of cancer-related mortality in developed countries. While its incidence in early stages has increased due to screening programs, a significant number of patients experience the development of metastases either at the time of diagnosis or during follow-ups. Unlike certain other types of cancer, such as breast, prostate, or lung cancer, where bone tissue is a common site for secondary dissemination, CRC primarily spreads to the lymph nodes, liver and lungs. The occurrence of bone metastases from CRC is rare and usually coincides with tumor involvement in other locations. Risk factors for bone metastases include the location of the primary tumor, the age of the patients, KRAS mutations and the degree of tumor differentiation. Unlike metastases to the liver and lungs, bone metastases tend to be symptomatic, affecting the patient's quality of life and resulting in a poorer prognosis with shorter survival rates. The approach to patient management needs to be personalized. The present study describes the of a patient who underwent surgery for stage IV rectal adenocarcinoma and later developed a metastasis in the costal wall 79 months post-intervention, with no evidence of recurrence at other sites.
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Affiliation(s)
- Belén Matías-García
- Department of General and Digestive Surgery, Príncipe of Asturias Teaching Hospital, Alcalá de Henares, 28805 Madrid, Spain
| | - Fernando Mendoza-Moreno
- Department of General and Digestive Surgery, Príncipe of Asturias Teaching Hospital, Alcalá de Henares, 28805 Madrid, Spain
| | - Manuel Díez-Alonso
- Department of General and Digestive Surgery, Príncipe of Asturias Teaching Hospital, Alcalá de Henares, 28805 Madrid, Spain
| | - Enrique Ovejero-Merino
- Department of General and Digestive Surgery, Príncipe of Asturias Teaching Hospital, Alcalá de Henares, 28805 Madrid, Spain
| | - Cristina Vera-Mansilla
- Department of General and Digestive Surgery, Príncipe of Asturias Teaching Hospital, Alcalá de Henares, 28805 Madrid, Spain
| | - Alma Blázquez-Martín
- Department of General and Digestive Surgery, Príncipe of Asturias Teaching Hospital, Alcalá de Henares, 28805 Madrid, Spain
| | - Ana Quiroga-Valcárcel
- Department of General and Digestive Surgery, Príncipe of Asturias Teaching Hospital, Alcalá de Henares, 28805 Madrid, Spain
| | - Rubén Jiménez-Martín
- Department of General and Digestive Surgery, Príncipe of Asturias Teaching Hospital, Alcalá de Henares, 28805 Madrid, Spain
| | - Rebeca D'amico
- Department of General and Digestive Surgery, Príncipe of Asturias Teaching Hospital, Alcalá de Henares, 28805 Madrid, Spain
| | - Inmaculada Lasa-Unzúe
- Department of General and Digestive Surgery, Príncipe of Asturias Teaching Hospital, Alcalá de Henares, 28805 Madrid, Spain
| | - Alberto Gutiérrez-Calvo
- Department of General and Digestive Surgery, Príncipe of Asturias Teaching Hospital, Alcalá de Henares, 28805 Madrid, Spain
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Catalano M, Lavacchi D, Giommoni E, Shabani S, Guidolin A, Brugia M, Petrioli R, Ramello M, Pillozzi S, Antonuzzo L, Roviello G. Prognostic role of sodium levels in colorectal cancer patients receiving aflibercept plus FOLFIRI. Future Oncol 2023; 19:2537-2546. [PMID: 38050741 DOI: 10.2217/fon-2023-0610] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/06/2023] Open
Abstract
Aim: To investigate the impact of natremia in metastatic colorectal cancer (mCRC) patients treated with aflibercept plus folinic acid, 5-fluorouracil, oxaliplatin and irinotecan (FOLFIRI). Patients & methods: A total of 84 mCRC patients receiving aflibercept plus FOLFIRI as second-line treatment were enrolled and divided into two groups based on their median sodium value. Progression-free survival and overall survival were analyzed. Results: Patients with sodium levels ≥140 mEq/l had significantly longer median progression-free survival (4.1 vs 2 months; p < 0.01) and median overall survival (12 vs 7.3 months; p < 0.01) compared with those with lower levels. Conclusion: This study suggests that higher pretreatment serum sodium levels are associated with improved outcomes in mCRC patients receiving aflibercept and FOLFIRI, potentially serving as a prognostic marker to aid treatment management.
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Affiliation(s)
- Martina Catalano
- Department of Health Science, University of Florence, Florence, 50134, Italy
| | - Daniele Lavacchi
- Clinical Oncology Unit, Careggi University Hospital, Florence, 50134, Italy
| | - Elisa Giommoni
- Clinical Oncology Unit, Careggi University Hospital, Florence, 50134, Italy
| | - Sonia Shabani
- Clinical Oncology Unit, Careggi University Hospital, Florence, 50134, Italy
| | - Alessia Guidolin
- Clinical Oncology Unit, Careggi University Hospital, Florence, 50134, Italy
| | - Marco Brugia
- Clinical Oncology Unit, Careggi University Hospital, Florence, 50134, Italy
| | - Roberto Petrioli
- Oncology Unit, Azienda Ospedaliera Universitaria Senese, Siena, 53100, Italy
| | - Monica Ramello
- Oncology Unit, Department of Medical, Surgical & Health Sciences, University of Trieste, Trieste, 34129, Italy
| | - Serena Pillozzi
- Department of Experimental & Clinical Medicine, University of Florence, Florence, 34129, Italy
| | - Lorenzo Antonuzzo
- Clinical Oncology Unit, Careggi University Hospital, Florence, 50134, Italy
- Department of Experimental & Clinical Medicine, University of Florence, Florence, 34129, Italy
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Li T, Jing H, Zhang Y, Cao Z, Zhao L, Zhang X, Sun T, Zhang M. Prognostic impact of colorectal cancer patients with bone metastases: a single-center experience. Updates Surg 2023; 75:2245-2256. [PMID: 37976001 DOI: 10.1007/s13304-023-01696-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2023] [Accepted: 10/27/2023] [Indexed: 11/19/2023]
Abstract
The incidence of bone metastasis (BM) in colorectal cancer (CRC) patients is low and the prognosis is poor. There is no clear conclusion on the risk factors affecting the survival of CRC patients with BM. The aim of this study was to investigate the factors that may affect the prognosis of CRC patients with BM. The clinical and pathological data of CRC patients with BM were retrospectively analyzed. The overall survival after BM diagnosis was estimated using the Kaplan-Meier method and Log-rank test, and a multivariable cox regression model was used to identify the prognostic factors of overall survival. This study included 178 CRC patients with BM, of whom 151 had left-sided CRC and 27 had right-sided colon cancer. 1124 CRC patients with BM from the SEER database were included to perform a sensitivity analysis of the primary outcome. Multivariate analysis showed that the N staging, site of BM, and primary tumor sidedness (PTS) were independent prognostic factors for CRC with BM. Among them, right-sided colon cancer patients with BM had a poorer prognosis. Sensitivity analyses showed that PTS was an independent prognostic factor in CRC patients with BM. Primary tumor sidedness and N stage may be potential prognostic markers for BM of CRC. The prognosis of N0 stage CRC with BM is better, while the prognosis of right-sided colon cancer is poor.
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Affiliation(s)
- Tianhao Li
- Department of Colorectal Surgery, Tianjin Union Medical Center, Tianjin, 2755-7131, China
- Tianjin Institute of Coloproctology, Tianjin, China
| | - Haoren Jing
- Department of Colorectal Surgery, Tianjin Union Medical Center, Tianjin, 2755-7131, China
- Tianjin Institute of Coloproctology, Tianjin, China
| | - Yongdan Zhang
- Department of Colorectal Surgery, Tianjin Union Medical Center, Tianjin, 2755-7131, China
- Tianjin Institute of Coloproctology, Tianjin, China
| | - Zegang Cao
- Department of Spinal Surgery, Tianjin Union Medical Center, Tianjin, 2755-7131, China
| | - Lizhong Zhao
- Department of Colorectal Surgery, Tianjin Union Medical Center, Tianjin, 2755-7131, China
- Tianjin Institute of Coloproctology, Tianjin, China
| | - Xipeng Zhang
- Department of Colorectal Surgery, Tianjin Union Medical Center, Tianjin, 2755-7131, China
- Tianjin Institute of Coloproctology, Tianjin, China
- The Institute of Translational Medicine, Tianjin Union Medical Center of Nankai University, Tianjin, China
- Nankai University School of Medicine, Nankai University, Tianjin, China
| | - Tianwei Sun
- Department of Spinal Surgery, Tianjin Union Medical Center, Tianjin, 2755-7131, China.
| | - Mingqing Zhang
- Department of Colorectal Surgery, Tianjin Union Medical Center, Tianjin, 2755-7131, China.
- Tianjin Institute of Coloproctology, Tianjin, China.
- The Institute of Translational Medicine, Tianjin Union Medical Center of Nankai University, Tianjin, China.
- Nankai University School of Medicine, Nankai University, Tianjin, China.
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Jiang T, Zeng Q, He J. Do alkaline phosphatases have great potential in the diagnosis, prognosis, and treatment of tumors? Transl Cancer Res 2023; 12:2932-2945. [PMID: 37969388 PMCID: PMC10643954 DOI: 10.21037/tcr-23-1190] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2023] [Accepted: 09/22/2023] [Indexed: 11/17/2023]
Abstract
Alkaline phosphatase (ALP) is a group of enzymes that catalyze hydrolysis of phosphate esters at an alkaline pH, resulting in the generation of inorganic phosphate. These enzymes are widely distributed, and their activity is found in various tissues including bone, liver, intestine, and placenta. However, abnormalities in ALP expression and activity have been observed in certain types of cancer. In some cases, elevated serum levels of ALP are observed in patients with liver and bone metastasis. In other cases, increased levels of ALP have been observed in patients with pancreatic and lung cancer. On the other hand, low expression of ALP has also been associated with poor prognosis in patients with certain types of tumors, including colorectal cancer (CRC), breast cancer, and non-small cell lung cancer (NSCLC). In these cases, low ALP activity may be associated with decreased differentiation of cancer cells and increased cancer cell proliferation. Overall, the role of ALP in cancer is complex and context-dependent. This article reviews application progress of ALP in cancer, and we hypothesize that ALP might be a potential tumor biomarker, combined detection of aspartate aminotransferase (AST)/alanine aminotransferase (ALT), bone-specific alkaline phosphatase (BSAP), carbohydrate antigen 19-9 (CA 19-9), lactate dehydrogenase (LDH) and ALP isozymes levels can be used for more accurate diagnosis of a particular tumor. Further research is needed to better understand the mechanisms underlying ALP dysregulation in cancer and to identify potential therapeutic targets.
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Affiliation(s)
- Tingting Jiang
- Department of Clinical Laboratory, The Affiliated Nanhua Hospital, Hengyang Medical School, University of South China, Hengyang, China
| | - Qun Zeng
- Department of Biochemistry and Molecular Biology, Hengyang Medical School, University of South China, Hengyang, China
| | - Jun He
- Department of Clinical Laboratory, The Affiliated Nanhua Hospital, Hengyang Medical School, University of South China, Hengyang, China
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Edwards DN. Amino Acid Metabolism in Bone Metastatic Disease. Curr Osteoporos Rep 2023; 21:344-353. [PMID: 37277592 DOI: 10.1007/s11914-023-00797-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 05/26/2023] [Indexed: 06/07/2023]
Abstract
PURPOSE OF REVIEW Breast and prostate tumors frequently metastasize to the bone, but the underlying mechanisms for osteotropism remain elusive. An emerging feature of metastatic progression is metabolic adaptation of cancer cells to new environments. This review will summarize the recent advances on how cancer cells utilize amino acid metabolism during metastasis, from early dissemination to interactions with the bone microenvironment. RECENT FINDINGS Recent studies have suggested that certain metabolic preferences for amino acids may be associated with bone metastasis. Once in the bone microenvironment, cancer cells encounter a favorable microenvironment, where a changing nutrient composition of the tumor-bone microenvironment may alter metabolic interactions with bone-resident cells to further drive metastatic outgrowth. Enhanced amino acid metabolic programs are associated with bone metastatic disease and may be further augmented by the bone microenvironment. Additional studies are necessary to fully elucidate the role of amino acid metabolism on bone metastasis.
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Affiliation(s)
- Deanna N Edwards
- Division of Rheumatology and Immunology, Department of Medicine, Vanderbilt University Medical Center, 1161 21st Avenue South, Nashville, TN, 37232, USA.
- Vanderbilt-Ingram Cancer Center, Nashville, TN, USA.
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Chen B, Zhou J, Ma Y, Sun Q, Ren J, Wang D. Evaluation of multiple biological indicators for the combined diagnosis of metastases from colorectal cancer-a retrospective study based on 1163 patients. World J Surg Oncol 2023; 21:229. [PMID: 37501060 PMCID: PMC10375667 DOI: 10.1186/s12957-023-03108-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2023] [Accepted: 07/12/2023] [Indexed: 07/29/2023] Open
Abstract
OBJECTIVE This study aimed to investigate the efficacy of inflammatory markers (NLR, PLR) combined with tumor markers (CA50, CA199, CEA) in the diagnosis of colorectal cancer metastasis by a single-center retrospective study. METHODS A total of 1163 CRC patients who received treatments in our hospital from January 2017 to December 2021 were enrolled retrospectively. Patients were grouped according to the absence of metastasis. The separate efficacy of tumor markers, NLR and PLR, was evaluated in the diagnosis of metastasis of colorectal cancer using ROC curve analysis, and their optimal cut-off values for distant metastases from colorectal cancer were determined. The area under the ROC curve (AUC) of the tumor markers combined with NLR and PLR was calculated by binary logistic regression analysis to evaluate the diagnostic efficacy of metastasis of colorectal cancer. In addition, patients were divided into two groups of high and low levels according to the optimal cut-off values, and the effects of NLR, PLR, and tumor markers on distant metastasis of colorectal cancer were evaluated using multiple logistic regression analysis. RESULT The abnormal rate of CA50, CA199, CEA, NLR, and PLR in two subgroupsIt was statistically significant (P < 0.05). After AUC testifying, the diagnostic efficacy of NLR and PLR was equivalent to that of tumor marker (P > 0.05). In assessment of liver metastasis, peritoneal metastasis, and multiple metastasis, AUC of NLR and PLR with CRC-specific tumor markers showed higher predictive efficacy than AUC without combined NLR nor PLR. The CA50, CA199, CEA, PLR, and NLR were proved independently associated with metastasis using multiple logistic regression analysis (P < 0.05). CONCLUSION NLR and PLR are noted tumor markers of colorectal cancer, which are characterized by noninvasive, high diagnostic efficacy, easy availability, and low cost. They can be combined with traditional tumor markers to evaluate and diagnose colorectal cancer metastasis by clinicians.
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Affiliation(s)
- Bangquan Chen
- Northern Jiangsu People's Hospital Affiliated to Yangzhou University, Yangzhou, 225001, China
- General Surgery Institute of Yangzhou, Yangzhou University, Yangzhou, 225001, China
- Yangzhou Key Laboratory of Basic and Clinical Transformation of Digestive and Metabolic Diseases, Yangzhou, China
| | - Jiajie Zhou
- General Surgery Institute of Yangzhou, Yangzhou University, Yangzhou, 225001, China
- Yangzhou Key Laboratory of Basic and Clinical Transformation of Digestive and Metabolic Diseases, Yangzhou, China
- Northern Jiangsu People's Hospital, Clinical Teaching Hospital of Medical School, Nanjing University, Yangzhou, 225001, China
| | - Yue Ma
- General Surgery Institute of Yangzhou, Yangzhou University, Yangzhou, 225001, China
- Yangzhou Key Laboratory of Basic and Clinical Transformation of Digestive and Metabolic Diseases, Yangzhou, China
- Northern Jiangsu People's Hospital, Clinical Teaching Hospital of Medical School, Nanjing University, Yangzhou, 225001, China
| | - Qiannan Sun
- General Surgery Institute of Yangzhou, Yangzhou University, Yangzhou, 225001, China
- Yangzhou Key Laboratory of Basic and Clinical Transformation of Digestive and Metabolic Diseases, Yangzhou, China
- Medical Research Center of Northern Jiangsu People's Hospital, Yangzhou, China
- Department of Gastrointestinal Surgery, Northern Jiangsu People's Hospital, Yangzhou, 225001, Jiangsu Province, China
| | - Jun Ren
- General Surgery Institute of Yangzhou, Yangzhou University, Yangzhou, 225001, China
- Yangzhou Key Laboratory of Basic and Clinical Transformation of Digestive and Metabolic Diseases, Yangzhou, China
- Department of Gastrointestinal Surgery, Northern Jiangsu People's Hospital, Yangzhou, 225001, Jiangsu Province, China
| | - Daorong Wang
- General Surgery Institute of Yangzhou, Yangzhou University, Yangzhou, 225001, China.
- Yangzhou Key Laboratory of Basic and Clinical Transformation of Digestive and Metabolic Diseases, Yangzhou, China.
- Northern Jiangsu People's Hospital, Clinical Teaching Hospital of Medical School, Nanjing University, Yangzhou, 225001, China.
- Department of Gastrointestinal Surgery, Northern Jiangsu People's Hospital, Yangzhou, 225001, Jiangsu Province, China.
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Li Y, Cheng X, Zhong C, Yuan Y. Primary Tumor Resection Plus Chemotherapy versus Chemotherapy Alone for Colorectal Cancer Patients with Synchronous Bone Metastasis. MEDICINA (KAUNAS, LITHUANIA) 2023; 59:1384. [PMID: 37629673 PMCID: PMC10456365 DOI: 10.3390/medicina59081384] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/30/2023] [Revised: 07/23/2023] [Accepted: 07/26/2023] [Indexed: 08/27/2023]
Abstract
Background and Objective: Colorectal cancer (CRC) bone metastasis (BM), particularly synchronous metastasis, is infrequent and has a poor prognosis. Radical surgery for CRC with BM is challenging, and chemotherapy is the standard treatment. However, it is unclear whether combining chemotherapy with primary tumor resection (PTR) yields greater survival benefits than chemotherapy alone, as no relevant reports exist. Material and Methods: The Surveillance, Epidemiology, and End Results (SEER) database provided data on 1662 CRC patients with bone metastasis between 2010 and 2018, who were divided into two groups: chemotherapy combined with PTR and chemotherapy alone. Survival distributions were compared using the log-rank test, and survival estimates were obtained using the Kaplan-Meier method. A Cox proportional multivariate regression analysis was conducted to estimate the survival benefit of chemotherapy combined with PTR while controlling for additional prognostic factors. Results: The chemotherapy only group consisted of 1277 patients (76.8%), while the chemotherapy combined with PTR group contained 385 patients (23.2%). Patients who received chemotherapy combined with PTR had a significantly higher 1-year survival rate (60.7%) and 2-year survival rate (32.7%) compared to those who only received chemotherapy (43.8% and 18.4%, respectively; p < 0.0001). Independent prognostic factors identified by Cox proportional analysis were age, location of the primary tumor, type of tumor, M stage, metastasectomy and PTR. Patients who received chemotherapy combined with PTR had a significantly improved prognosis (HR 0.586, 95% CI 0.497-0.691, p < 0.0001). All subgroups demonstrated a survival advantage for patients who received chemotherapy in combination with PTR. Conclusions: Our findings suggest that patients with BM from CRC may benefit from chemotherapy combined with PTR. Our analysis also identified age, location of the primary tumor, type of tumor, M stage, metastasectomy, and PTR as independent prognostic risk factors for CRC patients with synchronous BM.
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Affiliation(s)
- Yanqing Li
- Department of Pathology, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310009, China;
| | - Xiaofei Cheng
- Department of Colorectal Surgery, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310003, China;
| | - Chenhan Zhong
- Department of Medical Oncology, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310009, China;
| | - Ying Yuan
- Department of Medical Oncology, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310009, China;
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Potocki PM, Wójcik P, Chmura Ł, Goc B, Fedewicz M, Bielańska Z, Swadźba J, Konopka K, Kwinta Ł, Wysocki PJ. Clinical Characterization of Targetable Mutations (BRAF V600E and KRAS G12C) in Advanced Colorectal Cancer-A Nation-Wide Study. Int J Mol Sci 2023; 24:ijms24109073. [PMID: 37240418 DOI: 10.3390/ijms24109073] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2023] [Revised: 05/18/2023] [Accepted: 05/20/2023] [Indexed: 05/28/2023] Open
Abstract
BRAF V600E and KRAS mutations that occur in colorectal cancer (CRC) define a subpopulation of patients with an inferior prognosis. Recently, the first BRAF V600E-targeting therapy has been approved and novel agents targeting KRAS G12C are being evaluated in CRC. A better understanding of the clinical characteristics of the populations defined by those mutations is needed. We created a retrospective database that collects clinical characteristics of patients with metastatic CRC evaluated for RAS and BRAF mutations in a single laboratory. A total of 7604 patients tested between October 2017 and December 2019 were included in the analysis. The prevalence of BRAF V600E was 6.77%. Female sex, primary in the right colon, high-grade, mucinous, signet cell, partially neuroendocrine histology, perineural and vascular invasion, and surgical tissue sample were factors associated with increased mutation rates. The prevalence of KRAS G12C was 3.11%. Cancer of primary origin in the left colon and in samples from brain metastases were associated with increased mutation rates. The high prevalence of the BRAF V600E mutation in cancers with a neuroendocrine component identifies a potential candidate population for BRAF inhibition. The association of KRAS G12C with the left part of the intestine and brain metastases of CRC are new findings and require further investigation.
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Affiliation(s)
- Paweł M Potocki
- Oncology Department, Faculty of Medicine, Jagiellonian University Medical College, 31-008 Cracow, Poland
| | - Piotr Wójcik
- Oncogene Diagnostics Sp. z o.o., 31-546 Cracow, Poland
| | - Łukasz Chmura
- Oncogene Diagnostics Sp. z o.o., 31-546 Cracow, Poland
| | - Bartłomiej Goc
- Student Research Group, Oncology Department, Faculty of Medicine, Jagiellonian University Medical College, 31-008 Cracow, Poland
- Radiotherapy Department, MSC National Research Institute of Oncology, 44-102 Gliwice, Poland
| | - Marcin Fedewicz
- Student Research Group, Oncology Department, Faculty of Medicine, Jagiellonian University Medical College, 31-008 Cracow, Poland
- Józef Babiński Clinical Hospital, 30-393 Cracow, Poland
| | - Zofia Bielańska
- Student Research Group, Oncology Department, Faculty of Medicine, Jagiellonian University Medical College, 31-008 Cracow, Poland
- Klinik für Psychiatrie, Psychotherapie und Psychosomatik, Regio Klinikum, 25337 Elmshorn, Germany
| | - Jakub Swadźba
- Department of Laboratory Medicine, Faculty of Medicine and Health Sciences, Andrzej Frycz Modrzewski Krakow University, 30-705 Cracow, Poland
| | - Kamil Konopka
- Oncology Department, Faculty of Medicine, Jagiellonian University Medical College, 31-008 Cracow, Poland
| | - Łukasz Kwinta
- Oncology Department, Faculty of Medicine, Jagiellonian University Medical College, 31-008 Cracow, Poland
| | - Piotr J Wysocki
- Oncology Department, Faculty of Medicine, Jagiellonian University Medical College, 31-008 Cracow, Poland
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Jin J, Zhou H, Sun S, Tian Z, Ren H, Feng J, Jiang X. Machine learning based gray-level co-occurrence matrix early warning system enables accurate detection of colorectal cancer pelvic bone metastases on MRI. Front Oncol 2023; 13:1121594. [PMID: 37035167 PMCID: PMC10073745 DOI: 10.3389/fonc.2023.1121594] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2022] [Accepted: 03/02/2023] [Indexed: 04/11/2023] Open
Abstract
Objective The mortality of colorectal cancer patients with pelvic bone metastasis is imminent, and timely diagnosis and intervention to improve the prognosis is particularly important. Therefore, this study aimed to build a bone metastasis prediction model based on Gray level Co-occurrence Matrix (GLCM) - based Score to guide clinical diagnosis and treatment. Methods We retrospectively included 614 patients with colorectal cancer who underwent pelvic multiparameter magnetic resonance image(MRI) from January 2015 to January 2022 in the gastrointestinal surgery department of Gezhouba Central Hospital of Sinopharm. GLCM-based Score and Machine learning algorithm, that is,artificial neural net7work model(ANNM), random forest model(RFM), decision tree model(DTM) and support vector machine model(SVMM) were used to build prediction model of bone metastasis in colorectal cancer patients. The effectiveness evaluation of each model mainly included decision curve analysis(DCA), area under the receiver operating characteristic (AUROC) curve and clinical influence curve(CIC). Results We captured fourteen categories of radiomics data based on GLCM for variable screening of bone metastasis prediction models. Among them, Haralick_90, IV_0, IG_90, Haralick_30, CSV, Entropy and Haralick_45 were significantly related to the risk of bone metastasis, and were listed as candidate variables of machine learning prediction models. Among them, the prediction efficiency of RFM in combination with Haralick_90, Haralick_all, IV_0, IG_90, IG_0, Haralick_30, CSV, Entropy and Haralick_45 in training set and internal verification set was [AUC: 0.926,95% CI: 0.873-0.979] and [AUC: 0.919,95% CI: 0.868-0.970] respectively. The prediction efficiency of the other four types of prediction models was between [AUC: 0.716,95% CI: 0.663-0.769] and [AUC: 0.912,95% CI: 0.859-0.965]. Conclusion The automatic segmentation model based on diffusion-weighted imaging(DWI) using depth learning method can accurately segment the pelvic bone structure, and the subsequently established radiomics model can effectively detect bone metastases within the pelvic scope, especially the RFM algorithm, which can provide a new method for automatically evaluating the pelvic bone turnover of colorectal cancer patients.
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Li T, Huang H, Zhang S, Zhang Y, Jing H, Sun T, Zhang X, Lu L, Zhang M. Predictive models based on machine learning for bone metastasis in patients with diagnosed colorectal cancer. Front Public Health 2022; 10:984750. [PMID: 36203663 PMCID: PMC9531117 DOI: 10.3389/fpubh.2022.984750] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2022] [Accepted: 08/25/2022] [Indexed: 01/25/2023] Open
Abstract
Background This study aimed to develop an artificial intelligence predictive model for predicting the probability of developing BM in CRC patients. Methods From SEER database, 50,566 CRC patients were identified between January 2015 and December 2019 without missing data. SVM and LR models were trained and tested on the dataset. Accuracy, area under the curve (AUC), and IDI were used to evaluate and compare the models. Results For bone metastases in the entire cohort, SVM model with poly as kernel function presents the best performance, whose accuracy is 0.908, recall is 0.838, and AUC is 0.926, outperforming LR model. The top three most important factors affecting the model's prediction of BM include extraosseous metastases (EM), CEA, and size. Conclusion Our study developed an SVM model with poly as kernel function for predicting BM in CRC patients. SVM model could improve personalized clinical decision-making, help rationalize the bone metastasis screening process, and reduce the burden on healthcare systems and patients.
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Affiliation(s)
- Tianhao Li
- Tianjin Union Medical Center, Tianjin Medical University, Tianjin, China
| | - Honghong Huang
- Academy of Medical Engineering and Translational Medicine, Tianjin University, Tianjin, China
| | - Shuocun Zhang
- Department of General Surgery, Tianjin Hongqiao Hospital, Tianjin, China
| | - Yongdan Zhang
- Department of Colorectal Surgery, Tianjin Union Medical Center, Tianjin, China,Tianjin Institute of Coloproctology, Tianjin, China
| | - Haoren Jing
- Department of Colorectal Surgery, Tianjin Union Medical Center, Tianjin, China,Tianjin Institute of Coloproctology, Tianjin, China
| | - Tianwei Sun
- Department of Spinal Surgery, Tianjin Union Medical Center, Tianjin, China
| | - Xipeng Zhang
- Department of Colorectal Surgery, Tianjin Union Medical Center, Tianjin, China,Tianjin Institute of Coloproctology, Tianjin, China,The Institute of Translational Medicine, Tianjin Union Medical Center of Nankai University, Tianjin, China,Nankai University School of Medicine, Nankai University, Tianjin, China,*Correspondence: Xipeng Zhang
| | - Liangfu Lu
- Academy of Medical Engineering and Translational Medicine, Tianjin University, Tianjin, China,Liangfu Lu
| | - Mingqing Zhang
- Department of Colorectal Surgery, Tianjin Union Medical Center, Tianjin, China,Tianjin Institute of Coloproctology, Tianjin, China,The Institute of Translational Medicine, Tianjin Union Medical Center of Nankai University, Tianjin, China,Nankai University School of Medicine, Nankai University, Tianjin, China,Mingqing Zhang
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12
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Sethakorn N, Heninger E, Sánchez-de-Diego C, Ding AB, Yada RC, Kerr SC, Kosoff D, Beebe DJ, Lang JM. Advancing Treatment of Bone Metastases through Novel Translational Approaches Targeting the Bone Microenvironment. Cancers (Basel) 2022; 14:757. [PMID: 35159026 PMCID: PMC8833657 DOI: 10.3390/cancers14030757] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2021] [Revised: 01/21/2022] [Accepted: 01/29/2022] [Indexed: 02/04/2023] Open
Abstract
Bone metastases represent a lethal condition that frequently occurs in solid tumors such as prostate, breast, lung, and renal cell carcinomas, and increase the risk of skeletal-related events (SREs) including pain, pathologic fractures, and spinal cord compression. This unique metastatic niche consists of a multicellular complex that cancer cells co-opt to engender bone remodeling, immune suppression, and stromal-mediated therapeutic resistance. This review comprehensively discusses clinical challenges of bone metastases, novel preclinical models of the bone and bone marrow microenviroment, and crucial signaling pathways active in bone homeostasis and metastatic niche. These studies establish the context to summarize the current state of investigational agents targeting BM, and approaches to improve BM-targeting therapies. Finally, we discuss opportunities to advance research in bone and bone marrow microenvironments by increasing complexity of humanized preclinical models and fostering interdisciplinary collaborations to translational research in this challenging metastatic niche.
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Affiliation(s)
- Nan Sethakorn
- University of Wisconsin Carbone Cancer Center, University of Wisconsin-Madison, Madison, WI 53705, USA; (N.S.); (E.H.); (C.S.-d.-D.); (A.B.D.); (S.C.K.); (D.K.); (D.J.B.)
- Division of Hematology/Oncology, University of Wisconsin-Madison, 1111 Highland Ave., Madison, WI 53705, USA
- Department of Medicine, University of Wisconsin-Madison, Madison, WI 53705, USA
| | - Erika Heninger
- University of Wisconsin Carbone Cancer Center, University of Wisconsin-Madison, Madison, WI 53705, USA; (N.S.); (E.H.); (C.S.-d.-D.); (A.B.D.); (S.C.K.); (D.K.); (D.J.B.)
| | - Cristina Sánchez-de-Diego
- University of Wisconsin Carbone Cancer Center, University of Wisconsin-Madison, Madison, WI 53705, USA; (N.S.); (E.H.); (C.S.-d.-D.); (A.B.D.); (S.C.K.); (D.K.); (D.J.B.)
- Department of Pathology and Laboratory Medicine, University of Wisconsin-Madison, Madison, WI 53705, USA;
| | - Adeline B. Ding
- University of Wisconsin Carbone Cancer Center, University of Wisconsin-Madison, Madison, WI 53705, USA; (N.S.); (E.H.); (C.S.-d.-D.); (A.B.D.); (S.C.K.); (D.K.); (D.J.B.)
| | - Ravi Chandra Yada
- Department of Pathology and Laboratory Medicine, University of Wisconsin-Madison, Madison, WI 53705, USA;
| | - Sheena C. Kerr
- University of Wisconsin Carbone Cancer Center, University of Wisconsin-Madison, Madison, WI 53705, USA; (N.S.); (E.H.); (C.S.-d.-D.); (A.B.D.); (S.C.K.); (D.K.); (D.J.B.)
- Department of Pathology and Laboratory Medicine, University of Wisconsin-Madison, Madison, WI 53705, USA;
| | - David Kosoff
- University of Wisconsin Carbone Cancer Center, University of Wisconsin-Madison, Madison, WI 53705, USA; (N.S.); (E.H.); (C.S.-d.-D.); (A.B.D.); (S.C.K.); (D.K.); (D.J.B.)
- Division of Hematology/Oncology, University of Wisconsin-Madison, 1111 Highland Ave., Madison, WI 53705, USA
- Department of Medicine, University of Wisconsin-Madison, Madison, WI 53705, USA
| | - David J. Beebe
- University of Wisconsin Carbone Cancer Center, University of Wisconsin-Madison, Madison, WI 53705, USA; (N.S.); (E.H.); (C.S.-d.-D.); (A.B.D.); (S.C.K.); (D.K.); (D.J.B.)
- Department of Pathology and Laboratory Medicine, University of Wisconsin-Madison, Madison, WI 53705, USA;
- Department of Biomedical Engineering, University of Wisconsin-Madison, Madison, WI 53705, USA
| | - Joshua M. Lang
- University of Wisconsin Carbone Cancer Center, University of Wisconsin-Madison, Madison, WI 53705, USA; (N.S.); (E.H.); (C.S.-d.-D.); (A.B.D.); (S.C.K.); (D.K.); (D.J.B.)
- Division of Hematology/Oncology, University of Wisconsin-Madison, 1111 Highland Ave., Madison, WI 53705, USA
- Department of Medicine, University of Wisconsin-Madison, Madison, WI 53705, USA
- Wisconsin Institutes for Medical Research, 1111 Highland Ave., Madison, WI 53705, USA
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13
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Su W, Qiu T, Zhang M, Hao C, Zeng P, Huang Z, Du W, Yun T, Xuan Y, Zhang L, Guo Y, Jiao W. Systems biomarker characteristics of circulating alkaline phosphatase activities for 48 types of human diseases. Curr Med Res Opin 2022; 38:201-209. [PMID: 34719310 DOI: 10.1080/03007995.2021.2000715] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/27/2021] [Revised: 10/13/2021] [Accepted: 10/25/2021] [Indexed: 10/19/2022]
Abstract
BACKGROUND Most human diseases are accompanied by systems changes. Systems biomarkers should reflect such changes. The phosphorylation and dephosphorylation of biomolecules maintain human homeostasis. However, the systems biomarker characteristics of circulating alkaline phosphatase, a routine blood test conducted for many human diseases, have never been investigated. METHOD This study retrieved the circulating alkaline phosphatase (ALP) activities from patients with 48 clinically confirmed diseases and healthy individuals from the database of our hospital during the past five years. A detailed analysis of the statistical characteristics of ALP was conducted, including quantiles, receiving operator curve (ROC), and principal component analysis. RESULTS Among the 48 diseases, 45 had increased, and three had decreased median levels of ALP activities compared to the healthy control. Preeclampsia, hepatic encephalopathy, pancreatic cancer, and liver cancer had the highest median values, whereas nephrotic syndrome, lupus erythematosus, and nephritis had decreased median values compared to the healthy control. Further, area under curve (AUC) values were ranged between 0.61 and 0.87 for 19 diseases, and the ALP activities were the best systems biomarker for preeclampsia (AUC 0.87), hepatic encephalopathy (AUC 0.87), liver cancer (AUC 0.81), and pancreatic cancer (AUC 0.81). CONCLUSIONS Alkaline phosphatase was a decent systems biomarker for 19 different types of human diseases. Understanding the molecular mechanisms of over-up-and-down-regulation of ALP activities might be the key to understanding the whole-body systems' reactions during specific disease progression.
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Affiliation(s)
- Wenhao Su
- Systems Biology & Medicine Center for Complex Diseases, Center for Clinical Research, Affiliated Hospital of Qingdao University, Qingdao, China
- Department of Thoracic Surgery, Affiliated Hospital of Qingdao University, Qingdao, China
| | - Tong Qiu
- Department of Thoracic Surgery, Affiliated Hospital of Qingdao University, Qingdao, China
| | - Meng Zhang
- Systems Biology & Medicine Center for Complex Diseases, Center for Clinical Research, Affiliated Hospital of Qingdao University, Qingdao, China
| | - Cui Hao
- Systems Biology & Medicine Center for Complex Diseases, Center for Clinical Research, Affiliated Hospital of Qingdao University, Qingdao, China
| | - Pengjiao Zeng
- Systems Biology & Medicine Center for Complex Diseases, Center for Clinical Research, Affiliated Hospital of Qingdao University, Qingdao, China
| | - Zhangfeng Huang
- Department of Thoracic Surgery, Affiliated Hospital of Qingdao University, Qingdao, China
| | - Wenxing Du
- Department of Thoracic Surgery, Affiliated Hospital of Qingdao University, Qingdao, China
| | - Tianxiang Yun
- Department of Thoracic Surgery, Affiliated Hospital of Qingdao University, Qingdao, China
| | - Yunpeng Xuan
- Department of Thoracic Surgery, Affiliated Hospital of Qingdao University, Qingdao, China
| | - Lijuan Zhang
- Systems Biology & Medicine Center for Complex Diseases, Center for Clinical Research, Affiliated Hospital of Qingdao University, Qingdao, China
| | - Yachong Guo
- Kuang Yaming Honors School, Nanjing University, Nanjing, China
- Institute Theory of Polymers, Leibniz-Institut für Polymerforschung Dresden, Dresden, Germany
| | - Wenjie Jiao
- Department of Thoracic Surgery, Affiliated Hospital of Qingdao University, Qingdao, China
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14
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Mishra S, Jeon J, Kang JK, Song SH, Kim TY, Ban C, Choi H, Kim Y, Kim M, Park JW. Direct Detection of Low Abundance Genes of Single Point Mutation. NANO LETTERS 2021; 21:9061-9068. [PMID: 34672610 DOI: 10.1021/acs.nanolett.1c02728] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
Cell-free DNA (cfDNA) analysis, specifically circulating tumor DNA (ctDNA) analysis, provides enormous opportunities for noninvasive early assessment of cancers. To date, PCR-based methods have led this field. However, the limited sensitivity/specificity of PCR-based methods necessitates the search for new methods. Here, we describe a direct approach to detect KRAS G12D mutated genes in clinical ctDNA samples with the utmost LOD and sensitivity/specificity. In this study, MutS protein was immobilized on the tip of an atomic force microscope (AFM), and the protein sensed the mismatched sites of the duplex formed between the capture probe on the surface and mutated DNA. A noteworthy LOD (3 copies, 0.006% allele frequency) was achieved, along with superb sensitivity/specificity (100%/100%). These observations demonstrate that force-based AFM, in combination with the protein found in nature and properly designed capture probes/blockers, represents an exciting new avenue for ctDNA analysis.
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Affiliation(s)
- Sourav Mishra
- Department of Chemistry, Pohang University of Science and Technology, 77 Cheongam-Ro, Nam-Gu, Pohang 37673, Republic of Korea
| | - Jinseong Jeon
- Department of Chemistry, Pohang University of Science and Technology, 77 Cheongam-Ro, Nam-Gu, Pohang 37673, Republic of Korea
| | - Jun-Kyu Kang
- Cancer Genomics Research Laboratory, Cancer Research Institute, Seoul National University, Seoul 03080, Republic of Korea
- Department of Molecular Medicine and Biopharmaceutical Sciences, Graduate School of Convergence Science and Technology, Seoul National University, Seoul 03080, Republic of Korea
| | - Sang-Hyun Song
- Cancer Genomics Research Laboratory, Cancer Research Institute, Seoul National University, Seoul 03080, Republic of Korea
- Department of Molecular Medicine and Biopharmaceutical Sciences, Graduate School of Convergence Science and Technology, Seoul National University, Seoul 03080, Republic of Korea
| | - Tae-You Kim
- Cancer Genomics Research Laboratory, Cancer Research Institute, Seoul National University, Seoul 03080, Republic of Korea
- Department of Molecular Medicine and Biopharmaceutical Sciences, Graduate School of Convergence Science and Technology, Seoul National University, Seoul 03080, Republic of Korea
- Department of Internal Medicine, Seoul National University Hospital, Seoul 03080, Republic of Korea
| | - Changill Ban
- Department of Chemistry, Pohang University of Science and Technology, 77 Cheongam-Ro, Nam-Gu, Pohang 37673, Republic of Korea
- Institute of Convergence Science, Yonsei University, 50 Yonsei-ro, Seodaemun-gu, Seoul 03722, Republic of Korea
| | - Hayoung Choi
- Catholic Genetic Laboratory Center, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul 06591, Republic of Korea
| | - Yonggoo Kim
- Catholic Genetic Laboratory Center, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul 06591, Republic of Korea
- Department of Laboratory Medicine, College of Medicine, The Catholic University of Korea, Seoul 06591, Republic of Korea
| | - Myungshin Kim
- Catholic Genetic Laboratory Center, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul 06591, Republic of Korea
- Department of Laboratory Medicine, College of Medicine, The Catholic University of Korea, Seoul 06591, Republic of Korea
| | - Joon Won Park
- Department of Chemistry, Pohang University of Science and Technology, 77 Cheongam-Ro, Nam-Gu, Pohang 37673, Republic of Korea
- Institute of Convergence Science, Yonsei University, 50 Yonsei-ro, Seodaemun-gu, Seoul 03722, Republic of Korea
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15
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Lavacchi D, Roviello G, Giommoni E, Dreoni L, Derio S, Brugia M, Amedei A, Pillozzi S, Antonuzzo L. Aflibercept Plus FOLFIRI as Second-Line Treatment for Metastatic Colorectal Cancer: A Single-Institution Real-Life Experience. Cancers (Basel) 2021; 13:cancers13153863. [PMID: 34359764 PMCID: PMC8345481 DOI: 10.3390/cancers13153863] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2021] [Revised: 07/25/2021] [Accepted: 07/27/2021] [Indexed: 12/21/2022] Open
Abstract
Simple Summary The continuum of care for mCRC might include anti-angiogenic drug as anti-VEGF/VEGFR moAb and recombinant proteins in combination with fluoropyrimidine-based regimens in first- and second-line treatment, and multikinase inhibitors in refractory patients. The addition of aflibercept to FOLFIRI has been demonstrated to improve survival in patients with metastatic colorectal cancer (mCRC) who progressed after receiving a standard oxaliplatin-based regimen. In this retrospective, single-institution, observational study we collected clinical data from mCRC patients who received aflibercept in combination with FOLFIRI in routine clinical practice to describe feasibility and efficacy of this regimen in a real-world population. Aflibercept-FOLFIRI is a feasible second-line treatment for mCRC in a real-life setting, and PFS in first-line therapy >12 months resulted as the only predictive marker of better survival. Abstract The addition of aflibercept to FOLFIRI has been demonstrated to improve survival in patients with metastatic colorectal cancer (mCRC) who progressed after receiving a standard oxaliplatin-based regimen. In this retrospective, single-institution, observational study we collected clinical data from mCRC patients who received aflibercept in combination with FOLFIRI in routine clinical practice from October 2012 to March 2021 to describe feasibility and efficacy of this regimen in a real-world population. Forty-nine patients receiving aflibercept-FOLFIRI as second-line treatment were identified, 40.8% of whom were aged over 65 years. The majority of patients had multi-organ metastases (73.5%), and had previously received bevacizumab in combination with chemotherapy (CT) as first-line treatment (79.6%). Median overall survival (OS) and progression-free survival (PFS) were 13 and 6 months, respectively; overall response rate (ORR) and disease control rate (DCR) were 12.3% and 49.1%, respectively. Several factors were associated with survival in univariate analysis, including PFS in first-line therapy, number of metastatic sites, bone metastases and others. However, in multivariate analysis, only PFS in first-line CT over 12 months was significantly associated with better OS (HR 0.32; 95% CI 0.13–0.79; p = 0.01). Hypertension was the most commonly reported grade (G) 3–4 adverse event (AE), affecting 18.4% of the overall population. Thromboembolic events were observed in 16.3% of patients, hemorrhagic events in 10.2%, and proteinuria in 8.2%. Neutropenia was the most frequently observed hematological G3–4 AE with an incidence of 10.2%. Aflibercept-FOLFIRI has been confirmed as a feasible second-line treatment for mCRC in a re-al-life setting, and PFS in first-line therapy >12 months resulted as the only predictive marker of better survival.
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Affiliation(s)
- Daniele Lavacchi
- Clinical Oncology Unit, Careggi University Hospital, 50134 Florence, Italy; (D.L.); (E.G.); (L.D.); (S.D.); (M.B.); (S.P.)
| | | | - Elisa Giommoni
- Clinical Oncology Unit, Careggi University Hospital, 50134 Florence, Italy; (D.L.); (E.G.); (L.D.); (S.D.); (M.B.); (S.P.)
| | - Lorenzo Dreoni
- Clinical Oncology Unit, Careggi University Hospital, 50134 Florence, Italy; (D.L.); (E.G.); (L.D.); (S.D.); (M.B.); (S.P.)
| | - Silvia Derio
- Clinical Oncology Unit, Careggi University Hospital, 50134 Florence, Italy; (D.L.); (E.G.); (L.D.); (S.D.); (M.B.); (S.P.)
| | - Marco Brugia
- Clinical Oncology Unit, Careggi University Hospital, 50134 Florence, Italy; (D.L.); (E.G.); (L.D.); (S.D.); (M.B.); (S.P.)
| | - Amedeo Amedei
- Department of Experimental and Clinical Medicine, University of Florence, 50134 Florence, Italy;
| | - Serena Pillozzi
- Clinical Oncology Unit, Careggi University Hospital, 50134 Florence, Italy; (D.L.); (E.G.); (L.D.); (S.D.); (M.B.); (S.P.)
| | - Lorenzo Antonuzzo
- Clinical Oncology Unit, Careggi University Hospital, 50134 Florence, Italy; (D.L.); (E.G.); (L.D.); (S.D.); (M.B.); (S.P.)
- Department of Experimental and Clinical Medicine, University of Florence, 50134 Florence, Italy;
- Correspondence:
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16
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RGL2 Drives the Metastatic Progression of Colorectal Cancer via Preventing the Protein Degradation of β-Catenin and KRAS. Cancers (Basel) 2021; 13:cancers13081763. [PMID: 33917100 PMCID: PMC8067854 DOI: 10.3390/cancers13081763] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2021] [Revised: 04/01/2021] [Accepted: 04/04/2021] [Indexed: 11/26/2022] Open
Abstract
Simple Summary Aberrant activation of the Wnt/β-catenin pathway due to APC (adenomatous polyposis coli) loss and Kirsten ras (KRAS) mutation is highly associated with malignant evolution, e.g., metastasis, of colorectal cancer (CRC). Ral guanine nucleotide dissociation stimulator-like (RGL) proteins, such as RGL2, regulate RAS activity via controlling the exchange between GTP and GDP. Although the cross-talk between β-catenin and KRAS has been reported to promote cancer metastasis, the functional role of RGL2 remains largely unknown. Here we show that RGL2 is significantly upregulated in primary tumors compared to normal tissues and serves as a poor prognostic marker in CRC patients. Cell-based and animal experiments further demonstrate that RGL2 acts as a driver to promote the metastatic progression of CRC, most likely via preventing the protein degradation of β-catenin and KRAS. Our findings not only unveil the oncogenic function of RGL2 but also provide a new strategy to combat metastatic CRC by targeting RGL2 activity. Abstract Colorectal cancer (CRC) is one of the most common cancers and results in high mortality worldwide, owing to cancer progression, i.e., metastasis. However, the molecular mechanism underlying the metastatic evolution of CRC remains largely unknown. Here, we find that the upregulation of Ral Guanine Nucleotide Dissociation Stimulator Like 2 (RGL2) is commonly detected in primary tumors compared normal tissues and is significantly associated with a poorer prognosis in CRC patients. Moreover, RGL2 expression appeared to positively correlate with the metastatic potentials of CRC cells. Whereas RGL2 knockdown dramatically suppresses the metastatic potentials of CRC cells in vitro and in vivo, RGL2 overexpression in the poorly metastatic CRC cells and reconstitution in the RGL2-silenced CRC cells enhanced and rescued the cellular metastatic ability, respectively. Computational simulation using Gene Set Enrichment Analysis program and cell-based assays demonstrated that RGL2 expression causally associated with the activity of Wnt/β-catenin signaling axis and Kirsten ras (KRAS)S, as well as the progression of epithelial-mesenchymal transition (EMT) in the detected CRC cells. Importantly, RGL2 upregulation was capable of preventing the protein degradation of β-catenin and KRAS in CRC cells. These findings suggest that RGL2 acts as a driver to promote the metastatic progression of CRC and also serves as a poor prognostic biomarker in CRC patients.
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László L, Kurilla A, Takács T, Kudlik G, Koprivanacz K, Buday L, Vas V. Recent Updates on the Significance of KRAS Mutations in Colorectal Cancer Biology. Cells 2021; 10:667. [PMID: 33802849 PMCID: PMC8002639 DOI: 10.3390/cells10030667] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2021] [Revised: 03/03/2021] [Accepted: 03/10/2021] [Indexed: 12/17/2022] Open
Abstract
The most commonly mutated isoform of RAS among all cancer subtypes is KRAS. In this review, we focus on the special role of KRAS mutations in colorectal cancer (CRC), aiming to collect recent data on KRAS-driven enhanced cell signalling, in vitro and in vivo research models, and CRC development-related processes such as metastasis and cancer stem cell formation. We attempt to cover the diverse nature of the effects of KRAS mutations on age-related CRC development. As the incidence of CRC is rising in young adults, we have reviewed the driving forces of ageing-dependent CRC.
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Affiliation(s)
- Loretta László
- Research Centre for Natural Sciences, Institute of Enzymology, 1051 Budapest, Hungary; (L.L.); (A.K.); (T.T.); (G.K.); (K.K.); (L.B.)
| | - Anita Kurilla
- Research Centre for Natural Sciences, Institute of Enzymology, 1051 Budapest, Hungary; (L.L.); (A.K.); (T.T.); (G.K.); (K.K.); (L.B.)
| | - Tamás Takács
- Research Centre for Natural Sciences, Institute of Enzymology, 1051 Budapest, Hungary; (L.L.); (A.K.); (T.T.); (G.K.); (K.K.); (L.B.)
| | - Gyöngyi Kudlik
- Research Centre for Natural Sciences, Institute of Enzymology, 1051 Budapest, Hungary; (L.L.); (A.K.); (T.T.); (G.K.); (K.K.); (L.B.)
| | - Kitti Koprivanacz
- Research Centre for Natural Sciences, Institute of Enzymology, 1051 Budapest, Hungary; (L.L.); (A.K.); (T.T.); (G.K.); (K.K.); (L.B.)
| | - László Buday
- Research Centre for Natural Sciences, Institute of Enzymology, 1051 Budapest, Hungary; (L.L.); (A.K.); (T.T.); (G.K.); (K.K.); (L.B.)
- Department of Medical Chemistry, Semmelweis University Medical School, 1071 Budapest, Hungary
| | - Virag Vas
- Research Centre for Natural Sciences, Institute of Enzymology, 1051 Budapest, Hungary; (L.L.); (A.K.); (T.T.); (G.K.); (K.K.); (L.B.)
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