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Yang T, Peng X, Huang X, Cao P, Chen H. COL6A1 Inhibits the Malignant Development of Bladder Cancer by Regulating FBN1. Cell Biochem Biophys 2025; 83:1631-1643. [PMID: 39365515 DOI: 10.1007/s12013-024-01573-6] [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] [Accepted: 09/18/2024] [Indexed: 10/05/2024]
Abstract
Bladder cancer (BLCA) is a prevalent malignancy worldwide with a high recurrence rate. Collagen Type VI Alpha 1 (COL6A1) plays a key role in several cancer types. In this study, we aimed to explore the role of COL6A1 in BLCA. COL6A1 expression in BLCA was determined using The Cancer Genome Atlas database and real-time quantitative polymerase chain reaction (RT-qPCR). Counting Kit-8, wound-healing, and transwell assays were used to assess the effect of COL6A1 on T24 and 5637 cells. Apoptosis in BLCA cell lines was explored using western blotting and flow cytometry. Co-immunoprecipitation was performed to determine interactions between proteins. The role of COL6A1 in tumor growth in nude mice was evaluated by hematoxylin-eosin, immunohistochemical, and terminal deoxynucleotidyl transferase dUTP Nick-End Labeling. In BLCA, COL6A1 expression was downregulated. Moreover, the COL6A1 overexpression suppressed the viability, migration, and invasion, while promoting apoptosis of BLCA cell lines, with increased Caspase-3, Bax, and p53, and decreased Bcl-2. Conversely, silencing of COL6A1 promoted proliferation, migration, and invasion, while inhibiting apoptosis in BLCA cell lines. In vivo, COL6A1 inhibits tumor growth and progression. Fibrillin-1 (FBN1) was positively correlated with COL6A1 expression. COL6A1 could bind to FBN1 in BLCA cell lines. The expression of FBN1 in BLCA cell lines decreased after COL6A1 silencing, whereas COL6A1 overexpression upregulated FBN1 expression. COL6A1 was downregulated and exerted an inhibitory effect on the development of BLCA, and its expression was positively correlated with the expression of FBN1.
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Affiliation(s)
- Tineng Yang
- Department of Urology Surgery, The Second Affiliated Hospital of Hainan Medical University, Haikou City, Hainan Province, China
| | - Xiaoyang Peng
- Department of Urology Surgery, The Second Affiliated Hospital of Hainan Medical University, Haikou City, Hainan Province, China
| | - Xi Huang
- Department of Urology Surgery, The Second Affiliated Hospital of Hainan Medical University, Haikou City, Hainan Province, China
| | - Peng Cao
- Department of Urology Surgery, The Second Affiliated Hospital of Hainan Medical University, Haikou City, Hainan Province, China
| | - Hualei Chen
- Department of Urology Surgery, The Second Affiliated Hospital of Hainan Medical University, Haikou City, Hainan Province, China.
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Martinez-Val A, Van der Hoeven L, Bekker-Jensen DB, Jørgensen MM, Nors J, Franciosa G, Andersen CL, Bramsen JB, Olsen JV. Proteomics of colorectal tumors identifies the role of CAVIN1 in tumor relapse. Mol Syst Biol 2025:10.1038/s44320-025-00102-8. [PMID: 40269326 DOI: 10.1038/s44320-025-00102-8] [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: 01/10/2025] [Revised: 03/28/2025] [Accepted: 04/02/2025] [Indexed: 04/25/2025] Open
Abstract
Colorectal cancer molecular signatures derived from omics data can be employed to stratify CRC patients and aid decisions about therapies or evaluate prognostic outcome. However, molecular biomarkers for identification of patients at increased risk of disease relapse are currently lacking. Here, we present a comprehensive multi-omics analysis of a Danish colorectal cancer tumor cohort composed of 412 biopsies from tumors of 371 patients diagnosed at TNM stage II or III. From mass spectrometry-based patient proteome profiles, we classified the tumors into four molecular subtypes, including a mesenchymal-like subtype. As the mesenchymal-rich tumors are known to represent the most invasive and metastatic phenotype, we focused on the protein signature defining this subtype to evaluate their potential as relapse risk markers. Among signature-specific proteins, we followed-up Caveolae-Associated Protein-1 (CAVIN1) and demonstrated its role in tumor progression in a 3D in vitro model of colorectal cancer. Compared to previous omics analyses of CRC, our multi-omics classification provided deeper insights into EMT in cancer cells with stronger correlations with risk of relapse.
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Affiliation(s)
- Ana Martinez-Val
- Novo Nordisk Foundation Center for Protein Research, Department of Cellular and Molecular Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark.
- CIBER de Enfermedades Cardiovasculares (CIBERCV), Madrid, Spain.
- Cardiovascular Proteomics Laboratory, Centro Nacional de Investigaciones Cardiovasculares Carlos III (CNIC), Madrid, Spain.
| | - Leander Van der Hoeven
- Novo Nordisk Foundation Center for Protein Research, Department of Cellular and Molecular Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Dorte B Bekker-Jensen
- Novo Nordisk Foundation Center for Protein Research, Department of Cellular and Molecular Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
- Evosep Biosystems, Odense, Denmark
| | - Margarita Melnikova Jørgensen
- Institute of Pathology, Randers Regional Hospital, Randers, Denmark
- Department of Pathology, Aalborg University Hospital, Aalborg, Denmark
- Department of Clinical Medicine, Aalborg University, Aalborg, Denmark
| | - Jesper Nors
- Department of Clinical Medicine, Aarhus University Hospital, Aarhus, Denmark
- Department of Molecular Medicine, Aarhus University Hospital, Aarhus, Denmark
| | - Giulia Franciosa
- Novo Nordisk Foundation Center for Protein Research, Department of Cellular and Molecular Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark.
| | - Claus L Andersen
- Department of Clinical Medicine, Aarhus University Hospital, Aarhus, Denmark.
- Department of Molecular Medicine, Aarhus University Hospital, Aarhus, Denmark.
| | - Jesper B Bramsen
- Department of Clinical Medicine, Aarhus University Hospital, Aarhus, Denmark.
- Department of Molecular Medicine, Aarhus University Hospital, Aarhus, Denmark.
| | - Jesper V Olsen
- Novo Nordisk Foundation Center for Protein Research, Department of Cellular and Molecular Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark.
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Zhang Z, Wang J, Wuethrich A, Trau M. Conventional techniques and emerging nanotechnologies for early detection of cancer metastasis via epithelial-mesenchymal transition monitoring. Natl Sci Rev 2025; 12:nwae452. [PMID: 39926198 PMCID: PMC11804803 DOI: 10.1093/nsr/nwae452] [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: 07/23/2024] [Revised: 10/31/2024] [Accepted: 11/10/2024] [Indexed: 02/11/2025] Open
Abstract
The epithelial-mesenchymal transition (EMT) is a critical process for cancer to metastasize by promoting invasiveness and dissemination of cancer cells in the body. Understanding and tracking EMT could improve cancer therapy by intervening in metastasis. Current approaches for investigating and detecting the EMT process often utilize traditional molecular biology techniques like immunohistochemistry, mass spectrometry and sequencing. These approaches have provided valuable insights into understanding signaling pathways and identifying biomarkers. Liquid biopsy analysis using advanced nanotechnologies allows the longitudinal tracking of EMT in patients to become feasible. This review article offers a molecular overview of EMT, summarizes current EMT models used in cancer research, and reviews both traditional techniques and emerging nanotechnologies employed in recent EMT studies. Additionally, we discuss the limitations and prospects of applying nanotechnologies in EMT research. By evaluating this rapidly emerging field, we propose strategies to facilitate the clinical translation of nanotechnologies for early detection and monitoring of EMT.
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Affiliation(s)
- Zhen Zhang
- Centre for Personalized Nanomedicine, Australian Institute for Bioengineering and Nanotechnology (AIBN), The University of Queensland, Brisbane, QLD 4072, Australia
| | - Jing Wang
- Key Laboratory of OptoElectronic Science and Technology for Medicine, Ministry of Education, Fujian Provincial Key Laboratory for Photonics Technology, College of Photonic and Electronic Engineering, Fujian Normal University, Fuzhou 350007, China
| | - Alain Wuethrich
- Centre for Personalized Nanomedicine, Australian Institute for Bioengineering and Nanotechnology (AIBN), The University of Queensland, Brisbane, QLD 4072, Australia
| | - Matt Trau
- Centre for Personalized Nanomedicine, Australian Institute for Bioengineering and Nanotechnology (AIBN), The University of Queensland, Brisbane, QLD 4072, Australia
- School of Chemistry and Molecular Biosciences, The University of Queensland, Brisbane, QLD 4072, Australia
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4
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Zhou J, Liu J, Yu Y, Nie H, Hong Y, Ning Y, Yang C, Lai J, Wang H, Tang X, Wang F, Zhao Q. Melanoma Cell Adhesion Molecule Plays a Pivotal Role in Proliferation, Migration, Tumor Immune Microenvironment, and Immunotherapy in Colorectal Cancer. Cancer Med 2025; 14:e70740. [PMID: 40042109 PMCID: PMC11880918 DOI: 10.1002/cam4.70740] [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: 09/25/2024] [Revised: 02/15/2025] [Accepted: 02/25/2025] [Indexed: 05/12/2025] Open
Abstract
INTRODUCTION MCAM, alternatively referred to as CD146, is an integral membrane glycoprotein belonging to the immunoglobulin superfamily. However, its importance in the tumorigenesis of colorectal cancer is still partially understood. Therefore, this study was designed to investigate the significance of MCAM in colorectal cancer. METHODS MCAM expression was analyzed by TCGA and GEO databases. qRT-PCR and IHC analysis were conducted to validate MCAM expression in patient tissues. The tumor-inhibiting ability of MCAM was further assessed by CCK-8 assay, colony formation assay, and wound-healing assay. qRT-PCR and WB analysis were conducted to evaluate the expression of EMT markers and MMP2/9. qRT-PCR analysis was utilized to detect the polarization status of macrophages. Kaplan-Meier curve, univariate, and multivariate cox analyses were employed to verify the ability of MCAM in prognosis prediction. TIDE scores were used to assess the impact of MCAM on immunotherapy. RESULTS The expression of MCAM was significantly downregulated in CRC, and low MCAM expression revealed poor prognosis in CRC patients. Moreover, MCAM overexpression inhibited the proliferation, migration, and invasive ability of CRC cells. Additionally, MCAM overexpression suppressed N-cadherin and MMP2/9 expression. Furthermore, MCAM impacted M1 macrophage polarization. MCAM is an independent predictor of CRC patient prognosis through Cox regression analysis. Lastly, TIDE score analysis indicated that elevated expression of MCAM increased immunotherapy efficacy. CONCLUSION The findings of this research suggest that MCAM impacts M1 macrophage polarization and enhances immunotherapy efficacy, underscoring its potential as a therapeutic target for colorectal cancer.
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Affiliation(s)
- Jingkai Zhou
- Department of GastroenterologyZhongnan Hospital of Wuhan UniversityWuhanChina
- Hubei Provincial Clinical Research Center for Intestinal and Colorectal DiseasesWuhanChina
- Hubei Key Laboratory of Intestinal and Colorectal DiseasesZhongnan Hospital of Wuhan UniversityWuhanChina
| | - Jing Liu
- Emergency Medicine CenterZhongnan Hospital of Wuhan UniversityWuhanChina
| | - Yali Yu
- Department of GastroenterologyZhongnan Hospital of Wuhan UniversityWuhanChina
- Hubei Provincial Clinical Research Center for Intestinal and Colorectal DiseasesWuhanChina
- Hubei Key Laboratory of Intestinal and Colorectal DiseasesZhongnan Hospital of Wuhan UniversityWuhanChina
| | - Haihang Nie
- Department of GastroenterologyZhongnan Hospital of Wuhan UniversityWuhanChina
- Hubei Provincial Clinical Research Center for Intestinal and Colorectal DiseasesWuhanChina
- Hubei Key Laboratory of Intestinal and Colorectal DiseasesZhongnan Hospital of Wuhan UniversityWuhanChina
| | - Yuntian Hong
- Department of GastroenterologyZhongnan Hospital of Wuhan UniversityWuhanChina
- Hubei Provincial Clinical Research Center for Intestinal and Colorectal DiseasesWuhanChina
- Hubei Key Laboratory of Intestinal and Colorectal DiseasesZhongnan Hospital of Wuhan UniversityWuhanChina
| | - Yumei Ning
- Department of GastroenterologyZhongnan Hospital of Wuhan UniversityWuhanChina
- Hubei Provincial Clinical Research Center for Intestinal and Colorectal DiseasesWuhanChina
- Hubei Key Laboratory of Intestinal and Colorectal DiseasesZhongnan Hospital of Wuhan UniversityWuhanChina
| | - Chao Yang
- Department of RadiologyXiangyang Central Hospital, Affiliated Hospital of Hubei University of Arts and ScienceXiangyangChina
| | - Jun Lai
- The Infirmary of Hangzhou Power Supply Company of State Grid, Zhejiang Electric Power Co., LtdHangzhouChina
| | - Haizhou Wang
- Department of GastroenterologyZhongnan Hospital of Wuhan UniversityWuhanChina
- Hubei Provincial Clinical Research Center for Intestinal and Colorectal DiseasesWuhanChina
- Hubei Key Laboratory of Intestinal and Colorectal DiseasesZhongnan Hospital of Wuhan UniversityWuhanChina
| | - Xuelian Tang
- Department of GastroenterologyZhongnan Hospital of Wuhan UniversityWuhanChina
- Hubei Provincial Clinical Research Center for Intestinal and Colorectal DiseasesWuhanChina
- Hubei Key Laboratory of Intestinal and Colorectal DiseasesZhongnan Hospital of Wuhan UniversityWuhanChina
| | - Fan Wang
- Department of GastroenterologyZhongnan Hospital of Wuhan UniversityWuhanChina
- Hubei Provincial Clinical Research Center for Intestinal and Colorectal DiseasesWuhanChina
- Hubei Key Laboratory of Intestinal and Colorectal DiseasesZhongnan Hospital of Wuhan UniversityWuhanChina
| | - Qiu Zhao
- Department of GastroenterologyZhongnan Hospital of Wuhan UniversityWuhanChina
- Hubei Provincial Clinical Research Center for Intestinal and Colorectal DiseasesWuhanChina
- Hubei Key Laboratory of Intestinal and Colorectal DiseasesZhongnan Hospital of Wuhan UniversityWuhanChina
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Jiang H. Latest Research Progress of Liquid Biopsy in Tumor-A Narrative Review. Cancer Manag Res 2024; 16:1031-1042. [PMID: 39165347 PMCID: PMC11335005 DOI: 10.2147/cmar.s479338] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2024] [Accepted: 08/14/2024] [Indexed: 08/22/2024] Open
Abstract
Human life expectancy is significantly impacted by cancer, with liquid biopsy emerging as an advantageous method for cancer detection because of its noninvasive nature, high accuracy, ease of sampling, and cost-effectiveness compared with conventional tissue biopsy techniques. Liquid biopsy shows promise in early cancer detection, real-time monitoring, and personalized treatment for various cancers, including lung, cervical, and prostate cancers, and offers innovative approaches for cancer diagnosis and management. By utilizing circulating tumor DNA, circulating tumor cells, and exosomes as biomarkers, liquid biopsy enables the tracking of cancer progression. Various techniques commonly used in life sciences research, such as polymerase chain reaction (PCR), next-generation sequencing (NGS), and droplet digital PCR, are employed to assess cancer progression on the basis of different indicators. This review examines the latest advancements in liquid biopsy markers-circulating tumor DNA (ctDNA), circulating tumor cells (CTCs), and exosomes-for cancer diagnosis over the past three years, with a focus on their detection methodologies and clinical applications. It encapsulates the pivotal aims of liquid biopsy, including early detection, therapy response prediction, treatment monitoring, prognostication, and its relevance in minimal residual disease, while also addressing the challenges facing routine clinical adoption. By combining the latest research advancements and practical clinical experiences, this work focuses on discussing the clinical significance of DNA methylation biomarkers and their applications in tumor screening, auxiliary diagnosis, companion diagnosis, and recurrence monitoring. These discussions may help enhance the application of liquid biopsy throughout the entire process of tumor diagnosis and treatment, thereby providing patients with more precise and effective treatment plans.
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Affiliation(s)
- Hua Jiang
- Department of Urology, The Fifth Affiliated Hospital of Zunyi Medical University (Zhuhai Sixth People’s Hospital), Zhuhai, People’s Republic of China
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6
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Xie Q, Liu S, Zhang S, Liao L, Xiao Z, Wang S, Zhang P. Research progress on the multi-omics and survival status of circulating tumor cells. Clin Exp Med 2024; 24:49. [PMID: 38427120 PMCID: PMC10907490 DOI: 10.1007/s10238-024-01309-z] [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: 11/22/2023] [Accepted: 02/08/2024] [Indexed: 03/02/2024]
Abstract
In the dynamic process of metastasis, circulating tumor cells (CTCs) emanate from the primary solid tumor and subsequently acquire the capacity to disengage from the basement membrane, facilitating their infiltration into the vascular system via the interstitial tissue. Given the pivotal role of CTCs in the intricate hematogenous metastasis, they have emerged as an essential resource for a deeper comprehension of cancer metastasis while also serving as a cornerstone for the development of new indicators for early cancer screening and new therapeutic targets. In the epoch of precision medicine, as CTC enrichment and separation technologies continually advance and reach full fruition, the domain of CTC research has transcended the mere straightforward detection and quantification. The rapid advancement of CTC analysis platforms has presented a compelling opportunity for in-depth exploration of CTCs within the bloodstream. Here, we provide an overview of the current status and research significance of multi-omics studies on CTCs, including genomics, transcriptomics, proteomics, and metabolomics. These studies have contributed to uncovering the unique heterogeneity of CTCs and identifying potential metastatic targets as well as specific recognition sites. We also review the impact of various states of CTCs in the bloodstream on their metastatic potential, such as clustered CTCs, interactions with other blood components, and the phenotypic states of CTCs after undergoing epithelial-mesenchymal transition (EMT). Within this context, we also discuss the therapeutic implications and potential of CTCs.
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Affiliation(s)
- Qingming Xie
- NHC Key Laboratory of Cancer Proteomics, Department of Oncology, Xiangya Hospital, Central South University, Changsha, 410008, Hunan, People's Republic of China
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, 410008, Hunan, People's Republic of China
| | - Shilei Liu
- NHC Key Laboratory of Cancer Proteomics, Department of Oncology, Xiangya Hospital, Central South University, Changsha, 410008, Hunan, People's Republic of China
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, 410008, Hunan, People's Republic of China
| | - Sai Zhang
- NHC Key Laboratory of Cancer Proteomics, Department of Oncology, Xiangya Hospital, Central South University, Changsha, 410008, Hunan, People's Republic of China
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, 410008, Hunan, People's Republic of China
| | - Liqiu Liao
- Department of Breast Surgery, Hunan Clinical Meditech Research Center for Breast Cancer, Xiangya Hospital, Central South University, Changsha, 410008, Hunan, People's Republic of China
| | - Zhi Xiao
- Department of Breast Surgery, Hunan Clinical Meditech Research Center for Breast Cancer, Xiangya Hospital, Central South University, Changsha, 410008, Hunan, People's Republic of China
| | - Shouman Wang
- Department of Breast Surgery, Hunan Clinical Meditech Research Center for Breast Cancer, Xiangya Hospital, Central South University, Changsha, 410008, Hunan, People's Republic of China.
| | - Pengfei Zhang
- NHC Key Laboratory of Cancer Proteomics, Department of Oncology, Xiangya Hospital, Central South University, Changsha, 410008, Hunan, People's Republic of China.
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, 410008, Hunan, People's Republic of China.
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Guo B, Zheng Q, Jiang Y, Zhan Y, Huang W, Chen Z. Long non-coding RNAFOXD1-AS1 modulated CTCs epithelial-mesenchymal transition and immune escape in hepatocellular carcinoma in vitro by sponging miR-615-3p. Cancer Rep (Hoboken) 2024; 7:e2050. [PMID: 38517478 PMCID: PMC10959247 DOI: 10.1002/cnr2.2050] [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: 11/15/2023] [Revised: 02/26/2024] [Accepted: 03/05/2024] [Indexed: 03/23/2024] Open
Abstract
BACKGROUND Hepatocellular carcinoma (HCC) is widely recognized as a globally prevalent malignancy. Immunotherapy is a promising therapy for HCC patients. Increasing evidence suggests that lncRNAs are involved in HCC progression and immunotherapy. AIM The study reveals the mechanistic role of long non-coding RNA (lncRNA) FOXD1-AS1 in regulating migration, invasion, circulating tumor cells (CTCs), epithelial-mesenchymal transition (EMT), and immune escape in HCC in vitro. METHODS This study employed real-time PCR (RT-qPCR) to measure FOXD1-AS1, miR-615-3p, and programmed death-ligand 1 (PD-L1). The interactions of FOXD1-AS1, miR-615-3p, and PD-L1 were validated via dual-luciferase reporter gene and ribonucleoprotein immunoprecipitation (RIP) assay. In vivo experimentation involves BALB/c mice and BALB/c nude mice to investigate the impact of HCC metastasis. RESULTS The upregulation of lncRNA FOXD1-AS1 in malignant tissues significantly correlates with poor prognosis. The investigation was implemented on the impact of lncRNA FOXD1-AS1 on the migratory, invasive, and EMT of HCC cells. It has been observed that the lncRNA FOXD1-AS1 significantly influences the generation and metastasis of MCTC in vivo analysis. In mechanistic analysis, lncRNA FOXD1-AS1 enhanced immune escape in HCC via upregulation of PD-L1, which acted as a ceRNA by sequestering miR-615-3p. Additionally, lncRNA FOXD1-AS1 was found to modulate the EMT of CTCs through the activation of the PI3K/AKT pathway. CONCLUSION This study presents compelling evidence supporting the role of lncRNA FOXD1-AS1 as a miRNA sponge that sequesters miR-655-3p and protects PD-L1 from suppression.
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Affiliation(s)
- Bao‐ling Guo
- Department of OncologyLongyan First Affiliated Hospital of Fujian Medical UniversityLongyanFujianPeople's Republic of China
| | - Qiu‐xiang Zheng
- Department of OncologyLongyan First Affiliated Hospital of Fujian Medical UniversityLongyanFujianPeople's Republic of China
| | - Yun‐shan Jiang
- Department of OncologyLongyan First Affiliated Hospital of Fujian Medical UniversityLongyanFujianPeople's Republic of China
| | - Ying Zhan
- Department of OncologyLongyan First Affiliated Hospital of Fujian Medical UniversityLongyanFujianPeople's Republic of China
| | - Wen‐jin Huang
- Department of OncologyLongyan First Affiliated Hospital of Fujian Medical UniversityLongyanFujianPeople's Republic of China
| | - Zhi‐yong Chen
- Department of OncologyLongyan First Affiliated Hospital of Fujian Medical UniversityLongyanFujianPeople's Republic of China
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Malkawi W, Lutfi A, Afghan MK, Shah LM, Costandy L, Ramirez AB, George TC, Toor F, Salem AK, Kasi PM. Circulating tumour cell enumeration, biomarker analyses, and kinetics in patients with colorectal cancer and other GI malignancies. Front Oncol 2023; 13:1305181. [PMID: 38044994 PMCID: PMC10693413 DOI: 10.3389/fonc.2023.1305181] [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: 09/30/2023] [Accepted: 11/03/2023] [Indexed: 12/05/2023] Open
Abstract
Objective Most of the work in terms of liquid biopsies in patients with solid tumors is focused on circulating tumor DNA (ctDNA). Our aim was to evaluate the feasibility of using circulating tumor cells (CTCs) in peripheral blood samples from patients with advanced or metastatic gastrointestinal (GI) cancers. Methods In this prospective study, blood samples were collected from each patient in 2 AccuCyte® blood collection tubes and each tube underwent CTC analysis performed utilizing the RareCyte® platform. The results from both tubes were averaged and a total of 150 draws were done, with 281 unique reported results. The cadence of sampling was based on convenience sampling and piggybacked onto days of actual clinical follow-ups and treatment visits. The CTC results were correlated with patient- and tumor-related variables. Results Data from a total of 59 unique patients were included in this study. Patients had a median age of 58 years, with males representing 69% of the study population. More than 57% had received treatment prior to taking blood samples. The type of GI malignancy varied, with more than half the patients having colorectal cancer (CRC, 54%) followed by esophageal/gastric cancer (17%). The least common cancer was cholangiocarcinoma (9%). The greatest number of CTCs were found in patients with colorectal cancer (Mean: 15.8 per 7.5 ml; Median: 7.5 per 7.5 ml). In comparison, patients with pancreatic cancer (PC) had considerably fewer CTCs (Mean: 4.2 per 7.5 ml; Median: 3 per 7.5 ml). Additionally, we found that patients receiving treatment had significantly fewer CTCs than patients who were not receiving treatment (Median 2.7 versus 0.7). CTC numbers showed noteworthy disparities between patients with responding/stable disease in comparison to those with untreated/progressive disease (Median of 2.7 versus 0). When CTCs were present, biomarker analyses of the four markers human epidermal growth factor receptor 2 (HER2)/programmed death-ligand 1 (PD-L1)/Kiel 67 (Ki-67)/epidermal growth factor receptor (EGFR) was feasible. Single cell sequencing confirmed the tumor of origin. Conclusion Our study is one of the first prospective real-time studies evaluating CTCs in patients with GI malignancies. While ctDNA-based analyses are more common in clinical trials and practice, CTC analysis provides complementary information from a liquid biopsy perspective that is of value and worthy of continued research.
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Affiliation(s)
- Walla Malkawi
- Division of Pharmaceutics and Translational Therapeutics, University of Iowa, Iowa, IA, United States
| | - Areeb Lutfi
- Division of Hematology and Oncology, Weill Cornell Medicine, New York, NY, United States
| | - Maaz Khan Afghan
- Division of Hematology and Oncology, Weill Cornell Medicine, New York, NY, United States
| | - Lamisha Mashiyat Shah
- Division of Hematology and Oncology, Weill Cornell Medicine, New York, NY, United States
| | | | | | | | - Fatima Toor
- Experimental Therapeutics Program, Holden Comprehensive Cancer Center, University of Iowa Hospitals and Clinics, Iowa, IA, United States
- Department of Electrical and Computer Engineering, University of Iowa, Iowa, IA, United States
| | - Aliasger K. Salem
- Division of Pharmaceutics and Translational Therapeutics, University of Iowa, Iowa, IA, United States
- Experimental Therapeutics Program, Holden Comprehensive Cancer Center, University of Iowa Hospitals and Clinics, Iowa, IA, United States
| | - Pashtoon Murtaza Kasi
- Division of Hematology and Oncology, Weill Cornell Medicine, New York, NY, United States
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Feng F, Zhong YX, Huang JH, Lin FX, Zhao PP, Mai Y, Wei W, Zhu HC, Xu ZP. Identifying stage-associated hub genes in bladder cancer via weighted gene co-expression network and robust rank aggregation analyses. Medicine (Baltimore) 2022; 101:e32318. [PMID: 36595851 PMCID: PMC9794320 DOI: 10.1097/md.0000000000032318] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/23/2022] [Accepted: 11/29/2022] [Indexed: 12/28/2022] Open
Abstract
BACKGROUND Bladder cancer (BC) is among the most frequent cancers globally. Although substantial efforts have been put to understand its pathogenesis, its underlying molecular mechanisms have not been fully elucidated. METHODS The robust rank aggregation approach was adopted to integrate 4 eligible bladder urothelial carcinoma microarray datasets from the Gene Expression Omnibus. Differentially expressed gene sets were identified between tumor samples and equivalent healthy samples. We constructed gene co-expression networks using weighted gene co-expression network to explore the alleged relationship between BC clinical characteristics and gene sets, as well as to identify hub genes. We also incorporated the weighted gene co-expression network and robust rank aggregation to screen differentially expressed genes. RESULTS CDH11, COL6A3, EDNRA, and SERPINF1 were selected from the key module and validated. Based on the results, significant downregulation of the hub genes occurred during the early stages of BC. Moreover, receiver operating characteristics curves and Kaplan-Meier plots showed that the genes exhibited favorable diagnostic and prognostic value for BC. Based on gene set enrichment analysis for single hub gene, all the genes were closely linked to BC cell proliferation. CONCLUSIONS These results offer unique insight into the pathogenesis of BC and recognize CDH11, COL6A3, EDNRA, and SERPINF1 as potential biomarkers with diagnostic and prognostic roles in BC.
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Affiliation(s)
- Fu Feng
- Department of Urinary Surgery, Foshan Hospital of Traditional Chinese Medicine, Foshan, China
| | - Yu-Xiang Zhong
- Department of Urinary Surgery, Foshan Hospital of Traditional Chinese Medicine, Foshan, China
| | - Jian-Hua Huang
- Department of Urinary Surgery, Foshan Hospital of Traditional Chinese Medicine, Foshan, China
| | - Fu-Xiang Lin
- Department of Urinary Surgery, Foshan Hospital of Traditional Chinese Medicine, Foshan, China
| | - Peng-Peng Zhao
- Department of Urinary Surgery, Foshan Hospital of Traditional Chinese Medicine, Foshan, China
| | - Yuan Mai
- Department of Urinary Surgery, Foshan Hospital of Traditional Chinese Medicine, Foshan, China
| | - Wei Wei
- Department of Urinary Surgery, Foshan Hospital of Traditional Chinese Medicine, Foshan, China
| | - Hua-Cai Zhu
- Department of Urinary Surgery, Foshan Hospital of Traditional Chinese Medicine, Foshan, China
| | - Zhan-Ping Xu
- Department of Urinary Surgery, Foshan Hospital of Traditional Chinese Medicine, Foshan, China
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