1
|
Wehrle CJ, Tocci NX, Sun K, Jiao C, Hong H, Gross A, Allkushi E, Uysal M, Linganna MW, Stackhouse K, Hashimoto K, Schlegel A, Walsh RM, Miller C, Kwon DCH, Aucejo F. Utility of circulating tumor DNA in secondary liver malignancies: What we know and what is to come. J Surg Oncol 2025; 131:888-894. [PMID: 39155652 PMCID: PMC12120384 DOI: 10.1002/jso.27838] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2024] [Accepted: 07/27/2024] [Indexed: 08/20/2024]
Abstract
Secondary liver malignancies are a serious and challenging global health concern. Secondary metastasis to the liver is most commonly from colorectal cancer that has metastatically spread through splanchnic circulation. Metastatic diseases can portend poor prognosis due to the progressive nature typically found on detection. Improvements in detection of disease, monitoring therapy response, and monitoring for recurrence are crucial to the improvement in the management of secondary liver malignancies. Assessment of ctDNA in these patient populations poses an opportunity to impact the management of secondary liver malignancies. In this review, we aim to discuss ctDNA, the current literature, and future directions of this technology within secondary liver malignancies.
Collapse
Affiliation(s)
- Chase J. Wehrle
- Department of Hepato‐Pancreato‐Biliary & Liver Transplant SurgeryCleveland Clinic Foundation, Digestive Diseases and Surgery InstituteClevelandOhioUSA
| | - Noah X. Tocci
- Department of Hepato‐Pancreato‐Biliary & Liver Transplant SurgeryCleveland Clinic Foundation, Digestive Diseases and Surgery InstituteClevelandOhioUSA
| | - Keyue Sun
- Cleveland Clinic Foundation, Lerner Research Institute, Inflammation & ImmunityClevelandOhioUSA
| | - Chunbao Jiao
- Cleveland Clinic Foundation, Lerner Research Institute, Inflammation & ImmunityClevelandOhioUSA
| | - Hanna Hong
- Department of Hepato‐Pancreato‐Biliary & Liver Transplant SurgeryCleveland Clinic Foundation, Digestive Diseases and Surgery InstituteClevelandOhioUSA
| | - Abby Gross
- Department of Hepato‐Pancreato‐Biliary & Liver Transplant SurgeryCleveland Clinic Foundation, Digestive Diseases and Surgery InstituteClevelandOhioUSA
| | - Erlind Allkushi
- Department of Hepato‐Pancreato‐Biliary & Liver Transplant SurgeryCleveland Clinic Foundation, Digestive Diseases and Surgery InstituteClevelandOhioUSA
| | - Melis Uysal
- Department of Hepato‐Pancreato‐Biliary & Liver Transplant SurgeryCleveland Clinic Foundation, Digestive Diseases and Surgery InstituteClevelandOhioUSA
| | - Maureen Whitsett Linganna
- Department of Gastroenterology, Hepatology, and NutritionCleveland Clinic Foundation, Digestive Diseases and Surgery InstituteClevelandOhioUSA
| | - Katheryn Stackhouse
- Department of Hepato‐Pancreato‐Biliary & Liver Transplant SurgeryCleveland Clinic Foundation, Digestive Diseases and Surgery InstituteClevelandOhioUSA
| | - Koji Hashimoto
- Department of Hepato‐Pancreato‐Biliary & Liver Transplant SurgeryCleveland Clinic Foundation, Digestive Diseases and Surgery InstituteClevelandOhioUSA
| | - Andrea Schlegel
- Department of Hepato‐Pancreato‐Biliary & Liver Transplant SurgeryCleveland Clinic Foundation, Digestive Diseases and Surgery InstituteClevelandOhioUSA
- Cleveland Clinic Foundation, Lerner Research Institute, Inflammation & ImmunityClevelandOhioUSA
| | - R. Matthew Walsh
- Department of Hepato‐Pancreato‐Biliary & Liver Transplant SurgeryCleveland Clinic Foundation, Digestive Diseases and Surgery InstituteClevelandOhioUSA
| | - Charles Miller
- Department of Hepato‐Pancreato‐Biliary & Liver Transplant SurgeryCleveland Clinic Foundation, Digestive Diseases and Surgery InstituteClevelandOhioUSA
| | - David C. H. Kwon
- Department of Hepato‐Pancreato‐Biliary & Liver Transplant SurgeryCleveland Clinic Foundation, Digestive Diseases and Surgery InstituteClevelandOhioUSA
| | - Federico Aucejo
- Department of Hepato‐Pancreato‐Biliary & Liver Transplant SurgeryCleveland Clinic Foundation, Digestive Diseases and Surgery InstituteClevelandOhioUSA
| |
Collapse
|
2
|
Geng N, Lin W, Zhang D, Cao W, Feng C, Chen S. Detection of circulating tumor cells in peripheral blood of patients with tongue squamous cell carcinoma and its relationship with clinical features and prognosis: a retrospective study. Discov Oncol 2024; 15:695. [PMID: 39578262 PMCID: PMC11584815 DOI: 10.1007/s12672-024-01583-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/31/2024] [Accepted: 11/12/2024] [Indexed: 11/24/2024] Open
Abstract
BACKGROUND Circulating tumor cells (CTCs) are a promising biomarker for assessment of prognosis. The study was to analyse the relationship between preoperative and postoperative peripheral blood CTC and clinical features and prognosis in patients with tongue squamous cell carcinoma (TSCC). METHODS 85 with TSCC and 30 tongues with benign disease who underwent surgical treatment from May 2016 to May 2023 were retrospectively analysed. CTC testing was performed twice for TSCC group before and after surgery and only before the surgery for the benign disease group, only one test was performed before surgery.The association of CTCs with clinical features and progression-free survival (PFS) was also analyzed. RESULTS The positive rates of CTCs in patients with TSCC were 90.6% before treatment and 72.9% after treatment, respectively. CTCs were not detected in patients with benign disease group before treatment. There was no significant difference in the number of CTCs before and after treatment in patients with disease progression (P > 0.05). However, the number of CTCs after treatment in patients with disease remission (DR) and stable disease (SD) was significantly lower than before treatment, and the difference was statistically significant (P < 0.05). The results of the log-rank test demonstrated that the postoperative CTC was associated with the PFS (P < 0.05), whereas the preoperative CTC was not related to the PFS. The Cox proportional hazard regression model indicated that postoperative CTC and lymph node metastasis were independent risk factors. CONCLUSIONS Postoperative CTCs may be an independent risk factor for a poor prognosis in patients with TSCC and CTC may serve as a valuable biomarker for prognostic monitoring for TSCC patients.
Collapse
Affiliation(s)
- Ningbo Geng
- Department of Stomatology, The First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, 510080, China.
- Department of Oral Surgery, The First Affiliated Hospital of Sun Yat-Sen University, 58 Zhongshan 2nd Road, Guangzhou, 510080, Guang Dong, China.
| | - Weiyi Lin
- Department of Stomatology, The First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, 510080, China
- Department of Oral Surgery, The First Affiliated Hospital of Sun Yat-Sen University, 58 Zhongshan 2nd Road, Guangzhou, 510080, Guang Dong, China
| | - Dandan Zhang
- Department of Stomatology, The First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, 510080, China
- Department of Oral Surgery, The First Affiliated Hospital of Sun Yat-Sen University, 58 Zhongshan 2nd Road, Guangzhou, 510080, Guang Dong, China
| | - Wei Cao
- Department of Oral Surgery, Shenzhen Traditional Chinese Medicine Hospital, Shenzhen, Guang Dong, China
| | - Chongjin Feng
- Department of Stomatology, The First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, 510080, China
- Department of Oral Surgery, The First Affiliated Hospital of Sun Yat-Sen University, 58 Zhongshan 2nd Road, Guangzhou, 510080, Guang Dong, China
| | - Shan Chen
- Department of Stomatology, The First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, 510080, China
- Department of Prosthodontics, The First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, Guang Dong, China
| |
Collapse
|
3
|
Tsai KY, Huang PS, Chu PY, Nguyen TNA, Hung HY, Hsieh CH, Wu MH. Current Applications and Future Directions of Circulating Tumor Cells in Colorectal Cancer Recurrence. Cancers (Basel) 2024; 16:2316. [PMID: 39001379 PMCID: PMC11240518 DOI: 10.3390/cancers16132316] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2024] [Revised: 06/19/2024] [Accepted: 06/21/2024] [Indexed: 07/16/2024] Open
Abstract
The ability to predict or detect colorectal cancer (CRC) recurrence early after surgery enables physicians to apply appropriate treatment plans and different follow-up strategies to improve patient survival. Overall, 30-50% of CRC patients experience cancer recurrence after radical surgery, but current surveillance tools have limitations in the precise and early detection of cancer recurrence. Circulating tumor cells (CTCs) are cancer cells that detach from the primary tumor and enter the bloodstream. These can provide real-time information on disease status. CTCs might become novel markers for predicting CRC recurrence and, more importantly, for making decisions about additional adjuvant chemotherapy. In this review, the clinical application of CTCs as a therapeutic marker for stage II CRC is described. It then discusses the utility of CTCs for monitoring cancer recurrence in advanced rectal cancer patients who undergo neoadjuvant chemoradiotherapy. Finally, it discusses the roles of CTC subtypes and CTCs combined with clinicopathological factors in establishing a multimarker model for predicting CRC recurrence.
Collapse
Affiliation(s)
- Kun-Yu Tsai
- Division of Colon and Rectal Surgery, New Taipei Municipal TuCheng Hospital, New Taipei City 23652, Taiwan
| | - Po-Shuan Huang
- Graduate Institute of Biomedical Engineering, Chang Gung University, Taoyuan City 33302, Taiwan
| | - Po-Yu Chu
- Graduate Institute of Biomedical Engineering, Chang Gung University, Taoyuan City 33302, Taiwan
| | - Thi Ngoc Anh Nguyen
- Graduate Institute of Biomedical Engineering, Chang Gung University, Taoyuan City 33302, Taiwan
| | - Hsin-Yuan Hung
- Division of Colon and Rectal Surgery, New Taipei Municipal TuCheng Hospital, New Taipei City 23652, Taiwan
- College of Medicine, Chang Gung University, Taoyuan City 33302, Taiwan
| | - Chia-Hsun Hsieh
- College of Medicine, Chang Gung University, Taoyuan City 33302, Taiwan
- Division of Hematology and Oncology, Department of Internal Medicine, Chang Gung Memorial Hospital at Linkou, Taoyuan City 33302, Taiwan
- Division of Hematology and Oncology, Department of Internal Medicine, New Taipei Municipal Hospital, New Taipei City 23652, Taiwan
| | - Min-Hsien Wu
- Graduate Institute of Biomedical Engineering, Chang Gung University, Taoyuan City 33302, Taiwan
- Division of Hematology and Oncology, Department of Internal Medicine, Chang Gung Memorial Hospital at Linkou, Taoyuan City 33302, Taiwan
- Division of Hematology and Oncology, Department of Internal Medicine, New Taipei Municipal Hospital, New Taipei City 23652, Taiwan
- Department of Biomedical Engineering, Chang Gung University, Taoyuan City 33302, Taiwan
| |
Collapse
|
4
|
Hao YJ, Chang LW, Yang CY, Lo LC, Lin CP, Jian YW, Jiang JK, Tseng FG. The rare circulating tumor microemboli as a biomarker contributes to predicting early colorectal cancer recurrences after medical treatment. Transl Res 2024; 263:1-14. [PMID: 37558203 DOI: 10.1016/j.trsl.2023.07.011] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/10/2023] [Revised: 07/03/2023] [Accepted: 07/28/2023] [Indexed: 08/11/2023]
Abstract
Early prognosis of cancer recurrence remains difficult partially due to insufficient and ineffective screening biomarkers or regimes. This study evaluated the rare circulating tumor microemboli (CTM) from liquid biopsy individually and together with circulating tumor cells (CTCs) and serum CEA/CA19-9 in a panel, on early prediction of colorectal cancer (CRC) recurrence. Stained CTCs/CTM were detected by a microfluidic chip-based automatic rare-cell imaging platform. ROC, AUC, Kaplan-Meier survival, and Cox proportional hazard models regarding 4 selected biomarkers were analyzed. The relative risk, odds ratio, predictive accuracy, and positive/negative predictive value of biomarkers individually and in combination, to predict CRC recurrence were assessed and preliminarily validated. The EpCAM+Hochest+CD45- CTCs/CTM could be found in all cancer stages, where more recurrences were observed in late-stage cases. Significant correlations between CTCs/CTM with metastatic stages and clinical treatment were illustrated. CA19-9 and CTM could be seen as independent risk factors in patient survivals, while stratified patients by grouped biomarkers on the Kaplan-Meier analyses presented more significant differences in predicting CRC recurrences. By monitoring the panel of selected biomarkers, disease progressions of 4 CRC patients during follow-up visits after first treatments within 3 years were predicted successfully. This study unveiled the value of rare CTM on clinical studies and a panel of selected biomarkers on predicting CRC recurrences in patients at the early time after medical treatment, in which the CTM and serum CA19-9 could be applied in clinical surveillance and CRC management to improve the accuracy.
Collapse
Affiliation(s)
- Yun-Jie Hao
- Department of Engineering and System Science, National Tsing Hua University, Hsinchu, Taiwan
| | - Lu-Wey Chang
- Department of Engineering and System Science, National Tsing Hua University, Hsinchu, Taiwan
| | - Chih-Yung Yang
- Department of Teaching and Research, Taipei City Hospital, Taipei, Taiwan; Commission for General Education, National United University, Miaoli, Taiwan; General Education Center, University of Taipei, Taipei, Taiwan
| | - Liang-Chuan Lo
- National Genomics Center for Clinical and Biotechnological Applications, Cancer and Immunology Research Center, National Yang-Ming Chiao-Tung University, Taipei, Taiwan
| | - Chien-Ping Lin
- Department of Surgery, Division of Colorectal Surgery, Taipei Veterans General Hospital, Taipei, Taiwan
| | - Yuan-Wei Jian
- Department of Surgery, Division of Colorectal Surgery, Taipei Veterans General Hospital, Taipei, Taiwan
| | - Jeng-Kai Jiang
- Department of Surgery, Division of Colorectal Surgery, Taipei Veterans General Hospital, Taipei, Taiwan
| | - Fan-Gang Tseng
- Department of Engineering and System Science, National Tsing Hua University, Hsinchu, Taiwan; Department of Chemistry, Frontier Research Center on Fundamental and Applied Sciences of Matters, National Tsing-Hua University, Hsinchu, Taiwan; Research Center for Applied Sciences, Taipei, Taiwan.
| |
Collapse
|
5
|
Ju M, Gao Z, Gu G, Huang H, Sun A, Zheng C, Li H, Zhang Y, Li K. Prognostic value of circulating tumor cells associated with white blood cells in solid cancer: a systematic review and meta-analysis of 1471 patients with solid tumors. BMC Cancer 2023; 23:1224. [PMID: 38087278 PMCID: PMC10717563 DOI: 10.1186/s12885-023-11711-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2023] [Accepted: 12/04/2023] [Indexed: 12/18/2023] Open
Abstract
BACKGROUND The clinical relevance of circulating tumor cell-white blood cell (CTC-WBC) clusters in cancer prognosis is a subject of ongoing debate. This study aims to unravel their contentious predictive value for patient outcomes. METHODS We conducted a comprehensive literature search of PubMed, Embase, and Cochrane Library up to December 2022. Eligible studies that reported survival outcomes and examined the presence of CTC-WBC clusters in solid tumor patients were included. Hazard ratios (HR) were pooled to assess the association between CTC-WBC clusters and overall survival (OS), as well as progression-free survival (PFS)/disease-free survival (DFS)/metastasis-free survival (MFS)/recurrence-free survival (RFS). Subgroup analyses were performed based on sampling time, treatment method, detection method, detection system, and cancer type. RESULTS A total of 1471 patients from 10 studies were included in this meta-analysis. The presence of CTC-WBCs was assessed as a prognostic factor for overall survival and PFS/DFS/MFS/RFS. The pooled analysis demonstrated that the presence of CTC-WBC clusters was significantly associated with worse OS (HR = 2.44, 95% CI: 1.74-3.40, P < 0.001) and PFS/DFS/MFS/RFS (HR = 1.83, 95% CI: 1.49-2.24, P < 0.001). Subgroup analyses based on sampling time, treatment method, detection method, detection system, cancer type, and study type consistently supported these findings. Further analyses indicated that CTC-WBC clusters were associated with larger tumor size (OR = 2.65, 95% CI: 1.58-4.44, P < 0.001) and higher alpha-fetoprotein levels (OR = 2.52, 95% CI: 1.50-4.22, P < 0.001) in hepatocellular carcinoma. However, no significant association was found between CTC-WBC clusters and TNM stage, depth of tumor invasion, or lymph node metastasis in the overall analysis. CONCLUSIONS CTC-WBC clusters are negative predictors for OS and PFS/DFS/MFS/RFS in patients with solid tumors. Monitoring CTC-WBC levels may provide valuable information for predicting disease progression and guiding treatment decisions.
Collapse
Affiliation(s)
- Mingguang Ju
- Department of Surgical Oncology and General Surgery, Key Laboratory of Precision Diagnosis and Treatment of Gastrointestinal Tumors, Ministry of Education, Heping District, The First Affiliated Hospital of China Medical University, 155 North Nanjing Street, Shenyang City, 110001, China
| | - Ziming Gao
- Department of Surgical Oncology and General Surgery, Key Laboratory of Precision Diagnosis and Treatment of Gastrointestinal Tumors, Ministry of Education, Heping District, The First Affiliated Hospital of China Medical University, 155 North Nanjing Street, Shenyang City, 110001, China
| | - Gaoxiang Gu
- Department of Surgical Oncology and General Surgery, Key Laboratory of Precision Diagnosis and Treatment of Gastrointestinal Tumors, Ministry of Education, Heping District, The First Affiliated Hospital of China Medical University, 155 North Nanjing Street, Shenyang City, 110001, China
| | - Haibo Huang
- VIP International Department, Heping District, The First Affiliated Hospital of China Medical University, 155 North Nanjing Street, Shenyang City, 110001, China
| | - Anqi Sun
- VIP International Department, Heping District, The First Affiliated Hospital of China Medical University, 155 North Nanjing Street, Shenyang City, 110001, China
| | - Chen Zheng
- Department of Anesthesiology, Heping District, The First Affiliated Hospital of China Medical University, 155 North Nanjing Street, Shenyang City, 110001, China
| | - He Li
- Department of Ultrasound, Heping District, The First Affiliated Hospital of China Medical University, 155 North Nanjing Street, Shenyang City, 110001, China
| | - Yixiao Zhang
- Department of Surgical Oncology and General Surgery, Key Laboratory of Precision Diagnosis and Treatment of Gastrointestinal Tumors, Ministry of Education, Heping District, The First Affiliated Hospital of China Medical University, 155 North Nanjing Street, Shenyang City, 110001, China
| | - Kai Li
- Department of Surgical Oncology and General Surgery, Key Laboratory of Precision Diagnosis and Treatment of Gastrointestinal Tumors, Ministry of Education, Heping District, The First Affiliated Hospital of China Medical University, 155 North Nanjing Street, Shenyang City, 110001, China.
| |
Collapse
|
6
|
Wehrle CJ, Raj R, Aykun N, Orabi D, Stackhouse K, Chang J, Estfan B, Kamath S, Krishnamurthi S, Walsh RM, Kwon DCH, Aucejo F. Circulating Tumor DNA in Colorectal Cancer Liver Metastasis: Analysis of Patients Receiving Liver Resection and Transplant. JCO Clin Cancer Inform 2023; 7:e2300111. [PMID: 37820293 DOI: 10.1200/cci.23.00111] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2023] [Revised: 08/13/2023] [Accepted: 08/29/2023] [Indexed: 10/13/2023] Open
Abstract
PURPOSE Liver metastases occur in about 50% of colorectal cancer cases and drive patient outcomes. Circulating tumor DNA (ctDNA) is emerging as a diagnostic, surveillance, and tumor mutational information tool. METHODS Patients with colorectal cancer liver metastasis (CCLM) seen in a multidisciplinary liver tumor clinic from January to August 2022 received ctDNA testing on each visit. ctDNA was obtained using the Guardant360 platform. Tumor mutational burden (TMB) is defined as the number of identified mutations per megabase of genome analyzed. RESULTS Fifty-two patients had available ctDNA, with 34 (65%) tested preoperatively and 18 (35%) postoperatively; nine patients had sequential pre- and postoperative testing. The median time to test result was 12 days (IQR, 10-13.5). There were a greater number of somatic mutations identified preoperatively (n = 29 v n = 11) and a greater genomic heterogeneity (P = .0069). The mean TMB score was 12.77 in those without pathologic response to cytotoxic therapy and 6.0 in those with pathologic response (P = .10). All nine patients with sequential testing were positive preoperatively, compared with just three (33.3%) postoperatively (P = .0090). Positive postoperative ctDNA was associated with the increased likelihood of disease recurrence after resection (57%) versus negative ctDNA (0%, P = .0419). CONCLUSION Routine ctDNA screening in patients with CCLM is logistically feasible. Liver resection and/or transplant may be associated with clearance of detectable ctDNA and a reduction in TMB or genomic heterogeneity. Persistence of ctDNA alterations postresection appears predictive of disease recurrence. Further studies are necessary to confirm these findings, and longitudinal ctDNA testing is needed to monitor changing tumor biology.
Collapse
Affiliation(s)
- Chase J Wehrle
- Cleveland Clinic Foundation, Digestive Diseases and Surgery Institute, Department of Hepato-pancreato-biliary & Liver Transplant Surgery, Cleveland, OH
| | - Roma Raj
- Cleveland Clinic Foundation, Digestive Diseases and Surgery Institute, Department of Hepato-pancreato-biliary & Liver Transplant Surgery, Cleveland, OH
| | - Nihal Aykun
- Cleveland Clinic Foundation, Digestive Diseases and Surgery Institute, Department of Hepato-pancreato-biliary & Liver Transplant Surgery, Cleveland, OH
| | - Danny Orabi
- Cleveland Clinic Foundation, Digestive Diseases and Surgery Institute, Department of Hepato-pancreato-biliary & Liver Transplant Surgery, Cleveland, OH
| | - Kathryn Stackhouse
- Cleveland Clinic Foundation, Digestive Diseases and Surgery Institute, Department of Hepato-pancreato-biliary & Liver Transplant Surgery, Cleveland, OH
| | - Jenny Chang
- Cleveland Clinic Foundation, Digestive Diseases and Surgery Institute, Department of Hepato-pancreato-biliary & Liver Transplant Surgery, Cleveland, OH
| | - Bassam Estfan
- Cleveland Clinic Foundation, Taussig Cancer Institute, Department of Hematology and Oncology, Cleveland, OH
| | - Suneel Kamath
- Cleveland Clinic Foundation, Taussig Cancer Institute, Department of Hematology and Oncology, Cleveland, OH
| | - Smitha Krishnamurthi
- Cleveland Clinic Foundation, Taussig Cancer Institute, Department of Hematology and Oncology, Cleveland, OH
| | - R Matthew Walsh
- Cleveland Clinic Foundation, Digestive Diseases and Surgery Institute, Department of Hepato-pancreato-biliary & Liver Transplant Surgery, Cleveland, OH
| | - David Choon Hyuck Kwon
- Cleveland Clinic Foundation, Digestive Diseases and Surgery Institute, Department of Hepato-pancreato-biliary & Liver Transplant Surgery, Cleveland, OH
| | - Federico Aucejo
- Cleveland Clinic Foundation, Digestive Diseases and Surgery Institute, Department of Hepato-pancreato-biliary & Liver Transplant Surgery, Cleveland, OH
| |
Collapse
|
7
|
Muraro E, Brisotto G. Circulating tumor cells and host immunity: A tricky liaison. INTERNATIONAL REVIEW OF CELL AND MOLECULAR BIOLOGY 2023; 381:131-157. [PMID: 37739482 DOI: 10.1016/bs.ircmb.2023.07.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/24/2023]
Abstract
During their dissemination, circulating tumor cells (CTCs) steadily face the immune system, which is a key player in the whole metastatic cascade, from intravasation to the CTC colonization of distant sites. In this chapter, we will go through the description of immune cells involved in this controversial dialogue encompassing both the anti-tumor activity and the tumor-promoting and immunosuppressive function mediated by several circulating immune effectors as natural killer (NK) cells, CD4+ and CD8+ T lymphocytes, T helper 17, regulatory T cells, neutrophils, monocytes, macrophages, myeloid-derived suppressor cells, dendritic cells, and platelets. Then, we will report on the same interaction from the CTCs point of view, depicting the direct and indirect mechanisms of crosstalk with the above mentioned immune cells. Finally, we will report the recent literature evidence on the potential prognostic role of the integrated CTCs and immune cells monitoring in cancer patients management.
Collapse
Affiliation(s)
- Elena Muraro
- Immunopathology and Cancer Biomarkers Units, Department of Translational Research, Centro di Riferimento Oncologico di Aviano (CRO), Istituto di Ricovero e Cura a Carattere Scientifico, Aviano, Italy
| | - Giulia Brisotto
- Immunopathology and Cancer Biomarkers Units, Department of Translational Research, Centro di Riferimento Oncologico di Aviano (CRO), Istituto di Ricovero e Cura a Carattere Scientifico, Aviano, Italy.
| |
Collapse
|
8
|
Liu Z, Georgakopoulos-Soares I, Ahituv N, Wong KC. Risk scoring based on DNA methylation-driven related DEGs for colorectal cancer prognosis with systematic insights. Life Sci 2023; 316:121413. [PMID: 36682524 DOI: 10.1016/j.lfs.2023.121413] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2022] [Revised: 01/13/2023] [Accepted: 01/16/2023] [Indexed: 01/22/2023]
Abstract
Colorectal cancer is a common malignant tumor of the digestive tract. Despite advances in diagnostic techniques and medications. Its prognosis remains challenging. DNA methylation-driven related circulating tumor cells have attracted enormous interest in diagnosing owing to their non-invasive nature and early recognition properties. However, the mechanism through which risk biomarkers act remains elusive. Here, we designed a risk model based on differentially expressed genes, DNA methylation, robust, and survival-related factors in the framework of Cox regression. The model has satisfactory performance and is independently verified by an external and isolated dataset in terms of C-index value, ROC, and tROC. The model was applied to Colorectal cancer patients who were subsequently divided into high- and low-risk groups. Functional annotations, genomic alterations, tumor immune environment, and drug sensitivity were analyzed. We observed that up-regulated genes are associated with epithelial cell differentiation and MAPK signaling pathways. The down-regulated genes are related to IL-7 signaling and apoptosis-induced DNA fragmentation. Interestingly, the immune system was inhibited in high-risk groups. High-frequency mutation genes tend to co-occur. High-risk score patients are related to copy number amplification events. To address the challenges, we suggested eleven and twenty-one drugs that are sensitive to low- and high-risk patients. Finally, an artificial neural network was provided to evaluate the immunotherapeutic efficiency. Taken together, the findings demonstrated that our risk score model is robust and reliable for evaluating the prognosis with novel diagnostic and treatment targets. It also yields benefits for the treatment and provides unique insights into developing therapeutic strategies.
Collapse
Affiliation(s)
- Zhe Liu
- Department of Computer Science, City University of Hong Kong, Hong Kong, China
| | - Ilias Georgakopoulos-Soares
- Institute for Personalized Medicine, Department of Biochemistry and Molecular Biology, The Pennsylvania State University College of Medicine, Hershey, PA, USA; Department of Bioengineering and Therapeutic Sciences, University of California San Francisco, San Francisco, CA, USA; Institute for Human Genetics, University of California San Francisco, San Francisco, CA, USA
| | - Nadav Ahituv
- Department of Bioengineering and Therapeutic Sciences, University of California San Francisco, San Francisco, CA, USA; Institute for Human Genetics, University of California San Francisco, San Francisco, CA, USA
| | - Ka-Chun Wong
- Department of Computer Science, City University of Hong Kong, Hong Kong, China.
| |
Collapse
|