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Smith TAD. Gene Abnormalities and Modulated Gene Expression Associated with Radionuclide Treatment: Towards Predictive Biomarkers of Response. Genes (Basel) 2024; 15:688. [PMID: 38927624 PMCID: PMC11202453 DOI: 10.3390/genes15060688] [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: 05/01/2024] [Revised: 05/22/2024] [Accepted: 05/23/2024] [Indexed: 06/28/2024] Open
Abstract
Molecular radiotherapy (MRT), also known as radioimmunotherapy or targeted radiotherapy, is the delivery of radionuclides to tumours by targeting receptors overexpressed on the cancer cell. Currently it is used in the treatment of a few cancer types including lymphoma, neuroendocrine, and prostate cancer. Recently reported outcomes demonstrating improvements in patient survival have led to an upsurge in interest in MRT particularly for the treatment of prostate cancer. Unfortunately, between 30% and 40% of patients do not respond. Further normal tissue exposure, especially kidney and salivary gland due to receptor expression, result in toxicity, including dry mouth. Predictive biomarkers to select patients who will benefit from MRT are crucial. Whilst pre-treatment imaging with imaging versions of the therapeutic agents is useful in demonstrating tumour binding and potentially organ toxicity, they do not necessarily predict patient benefit, which is dependent on tumour radiosensitivity. Transcript-based biomarkers have proven useful in tailoring external beam radiotherapy and adjuvant treatment. However, few studies have attempted to derive signatures for MRT response prediction. Here, transcriptomic studies that have identified genes associated with clinical radionuclide exposure have been reviewed. These studies will provide potential features for seeding multi-component biomarkers of MRT response.
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Affiliation(s)
- Tim A D Smith
- Nuclear Futures Institute, School of Computer Science and Engineering, Bangor University, Dean Street, Bangor LL57 1UT, UK
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2
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Roumeliotou A, Strati A, Chamchougia F, Xagara A, Tserpeli V, Smilkou S, Lagopodi E, Christopoulou A, Kontopodis E, Drositis I, Androulakis N, Georgoulias V, Koinis F, Kotsakis A, Lianidou E, Kallergi G. Comprehensive Analysis of CXCR4, JUNB, and PD-L1 Expression in Circulating Tumor Cells (CTCs) from Prostate Cancer Patients. Cells 2024; 13:782. [PMID: 38727318 PMCID: PMC11083423 DOI: 10.3390/cells13090782] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2024] [Revised: 04/25/2024] [Accepted: 04/30/2024] [Indexed: 05/13/2024] Open
Abstract
CXCR4, JUNB and PD-L1 are implicated in cancer progression and metastasis. The current study investigated these biomarkers in CTCs isolated from metastatic prostate cancer (mPCa) patients at the RNA and protein levels. CTCs were isolated from 48 mPCa patients using the Ficoll density gradient and ISET system (17 out of 48). The (CK/PD-L1/CD45) and (CK/CXCR4/JUNB) phenotypes were identified using two triple immunofluorescence stainings followed by VyCAP platform analysis. Molecular analysis was conducted with an EpCAM-dependent method for 25/48 patients. CK-8, CK-18, CK-19, JUNB, CXCR4, PD-L1, and B2M (reference gene) were analyzed with RT-qPCR. The (CK+/PD-L1+/CD45-) and the (CK+/CXCR4+/JUNB+) were the most frequent phenotypes (61.1% and 62.5%, respectively). Furthermore, the (CK+/CXCR4+/JUNB-) phenotype was correlated with poorer progression-free survival [(PFS), HR: 2.5, p = 0.049], while the (CK+/PD-L1+/CD45-) phenotype was linked to decreased overall survival [(OS), HR: 262.7, p = 0.007]. Molecular analysis revealed that 76.0% of the samples were positive for CK-8,18, and 19, while 28.0% were positive for JUNB, 44.0% for CXCR4, and 48.0% for PD-L1. Conclusively, CXCR4, JUNB, and PD-L1 were highly expressed in CTCs from mPCa patients. The CXCR4 protein expression was associated with poorer PFS, while PD-L1 was correlated with decreased OS, providing new biomarkers with potential clinical relevance.
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Affiliation(s)
- Argyro Roumeliotou
- Laboratory of Biochemistry/Metastatic Signaling, Department of Biology, University of Patras, 26504 Patras, Greece; (A.R.); (F.C.)
| | - Areti Strati
- Analysis of Circulating Tumor Cells Lab, Laboratory of Analytical Chemistry, Department of Chemistry, National and Kapodistrian University of Athens, 15771 Athens, Greece; (A.S.); (V.T.); (S.S.); (E.L.); (E.L.)
| | - Foteini Chamchougia
- Laboratory of Biochemistry/Metastatic Signaling, Department of Biology, University of Patras, 26504 Patras, Greece; (A.R.); (F.C.)
| | - Anastasia Xagara
- Faculty of Medicine, School of Health Sciences, University of Thessaly, 41500 Larissa, Greece; (A.X.); (F.K.); (A.K.)
- Hellenic Oncology Research Group, 11526 Athens, Greece;
| | - Victoria Tserpeli
- Analysis of Circulating Tumor Cells Lab, Laboratory of Analytical Chemistry, Department of Chemistry, National and Kapodistrian University of Athens, 15771 Athens, Greece; (A.S.); (V.T.); (S.S.); (E.L.); (E.L.)
| | - Stavroula Smilkou
- Analysis of Circulating Tumor Cells Lab, Laboratory of Analytical Chemistry, Department of Chemistry, National and Kapodistrian University of Athens, 15771 Athens, Greece; (A.S.); (V.T.); (S.S.); (E.L.); (E.L.)
| | - Elina Lagopodi
- Analysis of Circulating Tumor Cells Lab, Laboratory of Analytical Chemistry, Department of Chemistry, National and Kapodistrian University of Athens, 15771 Athens, Greece; (A.S.); (V.T.); (S.S.); (E.L.); (E.L.)
| | | | - Emmanouil Kontopodis
- Department of Oncology, Venizeleion General Hospital of Heraklion, 71409 Heraklion, Greece; (E.K.); (I.D.); (N.A.)
| | - Ioannis Drositis
- Department of Oncology, Venizeleion General Hospital of Heraklion, 71409 Heraklion, Greece; (E.K.); (I.D.); (N.A.)
| | - Nikolaos Androulakis
- Department of Oncology, Venizeleion General Hospital of Heraklion, 71409 Heraklion, Greece; (E.K.); (I.D.); (N.A.)
| | - Vassilis Georgoulias
- Hellenic Oncology Research Group, 11526 Athens, Greece;
- First Department of Medical Oncology, Metropolitan General Hospital, 15562 Athens, Greece
| | - Filippos Koinis
- Faculty of Medicine, School of Health Sciences, University of Thessaly, 41500 Larissa, Greece; (A.X.); (F.K.); (A.K.)
- Hellenic Oncology Research Group, 11526 Athens, Greece;
| | - Athanasios Kotsakis
- Faculty of Medicine, School of Health Sciences, University of Thessaly, 41500 Larissa, Greece; (A.X.); (F.K.); (A.K.)
- Hellenic Oncology Research Group, 11526 Athens, Greece;
| | - Evi Lianidou
- Analysis of Circulating Tumor Cells Lab, Laboratory of Analytical Chemistry, Department of Chemistry, National and Kapodistrian University of Athens, 15771 Athens, Greece; (A.S.); (V.T.); (S.S.); (E.L.); (E.L.)
| | - Galatea Kallergi
- Laboratory of Biochemistry/Metastatic Signaling, Department of Biology, University of Patras, 26504 Patras, Greece; (A.R.); (F.C.)
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Cortés-Hernández LE, Eslami-S Z, Pantel K, Alix-Panabières C. Circulating Tumor Cells: From Basic to Translational Research. Clin Chem 2024; 70:81-89. [PMID: 38175586 PMCID: PMC10765989 DOI: 10.1093/clinchem/hvad142] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2023] [Accepted: 08/18/2023] [Indexed: 01/05/2024]
Abstract
BACKGROUND Metastasis is the leading cause of cancer-related deaths. Most studies have focused on the primary tumor or on overt metastatic lesions, leaving a significant knowledge gap concerning blood-borne cancer cell dissemination, a major step in the metastatic cascade. Circulating tumor cells (CTCs) in the blood of patients with solid cancer can now be enumerated and investigated at the molecular level, giving unexpected information on the biology of the metastatic cascade. CONTENT Here, we reviewed recent advances in basic and translational/clinical research on CTCs as key elements in the metastatic cascade. SUMMARY Findings from translational studies on CTCs have elucidated the complexity of the metastatic process. Fully understanding this process will open new potential avenues for cancer therapeutic and diagnostic strategies to propose precision medicine to all cancer patients.
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Affiliation(s)
- Luis Enrique Cortés-Hernández
- Department of Tumor Biology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
- European Liquid Biopsy Society (ELBS), Hamburg, Germany
| | - Zahra Eslami-S
- European Liquid Biopsy Society (ELBS), Hamburg, Germany
- Laboratory of Rare Human Circulating Cells (LCCRH), University Medical Centre of Montpellier, Montpellier, France
- CREEC/CANECEV, MIVEGEC (CREES), University of Montpellier, CNRS, IRD, Montpellier, France
| | - Klaus Pantel
- Department of Tumor Biology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
- European Liquid Biopsy Society (ELBS), Hamburg, Germany
| | - Catherine Alix-Panabières
- Department of Tumor Biology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
- European Liquid Biopsy Society (ELBS), Hamburg, Germany
- Laboratory of Rare Human Circulating Cells (LCCRH), University Medical Centre of Montpellier, Montpellier, France
- CREEC/CANECEV, MIVEGEC (CREES), University of Montpellier, CNRS, IRD, Montpellier, France
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Zhang X, Hong B, Sun Z, Zhao J, Li M, Wei D, Wang Y, Zhang N. Development and validation of a circulating tumor cells-related signature focusing on biochemical recurrence and immunotherapy response in prostate cancer. Heliyon 2023; 9:e22648. [PMID: 38107322 PMCID: PMC10724679 DOI: 10.1016/j.heliyon.2023.e22648] [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: 07/31/2023] [Revised: 11/11/2023] [Accepted: 11/15/2023] [Indexed: 12/19/2023] Open
Abstract
Background Studies have shown that the circulating tumor cells (CTCs) play a key role for invasion and formation of distant metastases in prostate cancer (PCa). However, few CTCs-related genes (CRGs) have been developed for biochemical recurrence (BCR) prediction and clinical applications of PCa patients. Materials and methods Bioinformatics analysis with public PCa datasets were used to investigate the relationship between the differentially expressed CRGs and BCR. Lasso-COX regression analysis was used to constructed and validated a CRGs-based BCR prediction signature for PCa. Single-cell data were used to validate the expression levels of signature genes in different cell types and then explored the cell-cell communication relationships. Finally, the expression levels of signature genes were verified and the CRGs involved in immunotherapy response were further identified. Results Thirteen CRGs were differentially expressed and closely associated with BCR in PCa. Then we constructed and validated a BCR prediction signature for PCa patients based on 3 differentially expressed CRGs (EMID1, SPP1 and UBE2C), and the signature was an independent factor to predict BCR for PCa. Single-cell data showed the specific expression patterns of the signature genes, while the SPP1 pathway plays an important role in cell-cell communication. Further analyses suggested UBE2C was highly expressed in BCR group and high expression of UBE2C had a better response for patients who received immunotherapy. Moreover, the expression levels of UBE2C in CTCs were higher than other cells and tissues, indicated that UBE2C may affect the BCR event of PCa patients through CTCs. Conclusion Our findings demonstrated that CRGs were significantly associated with BCR and immunotherapy efficacy in PCa and CRGs may influence the BCR event through CTCs.
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Affiliation(s)
| | | | - Zhipeng Sun
- Department of Urology, Beijing Anzhen Hospital, Capital Medical University, Beijing, China
| | - Jiahui Zhao
- Department of Urology, Beijing Anzhen Hospital, Capital Medical University, Beijing, China
| | - Mingchuan Li
- Department of Urology, Beijing Anzhen Hospital, Capital Medical University, Beijing, China
| | - Dechao Wei
- Department of Urology, Beijing Anzhen Hospital, Capital Medical University, Beijing, China
| | - Yongxing Wang
- Department of Urology, Beijing Anzhen Hospital, Capital Medical University, Beijing, China
| | - Ning Zhang
- Department of Urology, Beijing Anzhen Hospital, Capital Medical University, Beijing, China
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Bonfil RD, Al-Eyd G. Evolving insights in blood-based liquid biopsies for prostate cancer interrogation. Oncoscience 2023; 10:69-80. [PMID: 38033786 PMCID: PMC10688444 DOI: 10.18632/oncoscience.592] [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: 10/23/2023] [Accepted: 11/17/2023] [Indexed: 12/02/2023] Open
Abstract
During the last decade, blood sampling of cancer patients aimed at analyzing the presence of cells, membrane-bound vesicles, or molecules released by primary tumors or metastatic growths emerged as an alternative to traditional tissue biopsies. The advent of this minimally invasive approach, known as blood-based liquid biopsy, began to play a pivotal role in the management of diverse cancers, establishing itself as a vital component of precision medicine. Here, we discuss three blood-based liquid biopsies, namely circulating tumor cells (CTCs), circulating tumor DNA (ctDNA) and tumor-derived exosomes, as they relate to prostate cancer (PCa) management. The advances achieved in the molecular characterization of these types of liquid biopsies and their potential to predict recurrence, improve responses to certain treatments, and evaluate prognosis, in PCa patients, are highlighted herein. While there is currently full clinical validation for only one CTC-based and one ctDNA-based liquid biopsy for patients with metastatic castration-resistant PCa, the adoption of additional methods is anticipated as they undergo standardization and achieve analytical and clinical validation. Advantages and disadvantages of different blood-based liquid biopsy approaches in the context of PCa are outlined herein, while also considering potential synergies through combinatory strategies.
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Affiliation(s)
- R. Daniel Bonfil
- Department of Medical Education, Dr. Kiran C. Patel College of Allopathic Medicine, Nova Southeastern University, Fort Lauderdale, FL 33328, USA
| | - Ghaith Al-Eyd
- Department of Medical Education, Dr. Kiran C. Patel College of Allopathic Medicine, Nova Southeastern University, Fort Lauderdale, FL 33328, USA
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