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Smit DJ, Pantel K. Circulating tumor cells as liquid biopsy markers in cancer patients. Mol Aspects Med 2024; 96:101258. [PMID: 38387225 DOI: 10.1016/j.mam.2024.101258] [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: 11/14/2023] [Revised: 02/07/2024] [Accepted: 02/14/2024] [Indexed: 02/24/2024]
Abstract
Over the past decade, novel methods for enrichment and identification of cancer cells circulating in the blood have been established. Blood-based detection of cancer cells and other tumor-associated products can be summarized under the term of Liquid Biopsy. Circulating tumor cells (CTCs) have been used for diagnosis, risk stratification and treatment selection as well as treatment monitoring in several studies over the past years, thus representing a valuable biomarker for cancer patients. A plethora of methods to enrich, detect and analyze CTCs has been established. In contrast to other liquid biopsy analytes (e.g. ctDNA), CTCs represent a viable analyte that provides a unique opportunity to understand the underlaying biology of cancer and the metastatic cascade on the molecular level. In this review, we provide an overview on the current methods used for enrichment, detection, molecular and functional characterization of CTCs.
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Affiliation(s)
- Daniel J Smit
- Institute of Tumor Biology, University Medical Center Hamburg-Eppendorf, Martinistraße 52, 20246, Hamburg, Germany
| | - Klaus Pantel
- Institute of Tumor Biology, University Medical Center Hamburg-Eppendorf, Martinistraße 52, 20246, Hamburg, Germany.
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2
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Spiliopoulou P, Holanda Lopes CD, Spreafico A. Promising and Minimally Invasive Biomarkers: Targeting Melanoma. Cells 2023; 13:19. [PMID: 38201222 PMCID: PMC10777980 DOI: 10.3390/cells13010019] [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: 11/06/2023] [Revised: 11/29/2023] [Accepted: 12/17/2023] [Indexed: 01/12/2024] Open
Abstract
The therapeutic landscape of malignant melanoma has been radically reformed in recent years, with novel treatments emerging in both the field of cancer immunotherapy and signalling pathway inhibition. Large-scale tumour genomic characterization has accurately classified malignant melanoma into four different genomic subtypes so far. Despite this, only somatic mutations in BRAF oncogene, as assessed in tumour biopsies, has so far become a validated predictive biomarker of treatment with small molecule inhibitors. The biology of tumour evolution and heterogeneity has uncovered the current limitations associated with decoding genomic drivers based only on a single-site tumour biopsy. There is an urgent need to develop minimally invasive biomarkers that accurately reflect the real-time evolution of melanoma and that allow for streamlined collection, analysis, and interpretation. These will enable us to face challenges with tumour tissue attainment and process and will fulfil the vision of utilizing "liquid biopsy" to guide clinical decisions, in a manner akin to how it is used in the management of haematological malignancies. In this review, we will summarize the most recent published evidence on the role of minimally invasive biomarkers in melanoma, commenting on their future potential to lead to practice-changing discoveries.
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Affiliation(s)
- Pavlina Spiliopoulou
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON M5G 2C1, Canada;
- School of Cancer Sciences, University of Glasgow, Glasgow G61 1BD, UK
| | | | - Anna Spreafico
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON M5G 2C1, Canada;
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3
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Rapanotti MC, Cugini E, Campione E, Di Raimondo C, Costanza G, Rossi P, Ferlosio A, Bernardini S, Orlandi A, De Luca A, Bianchi L. Epithelial-to-Mesenchymal Transition Gene Signature in Circulating Melanoma Cells: Biological and Clinical Relevance. Int J Mol Sci 2023; 24:11792. [PMID: 37511550 PMCID: PMC10380315 DOI: 10.3390/ijms241411792] [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: 06/28/2023] [Revised: 07/14/2023] [Accepted: 07/20/2023] [Indexed: 07/30/2023] Open
Abstract
The most promising method for monitoring patients with minimal morbidity is the detection of circulating melanoma cells (CMCs). We have shown that CD45-CD146+ABCB5+ CMCs identify a rare primitive stem/mesenchymal CMCs population associated with disease progression. The epithelial-to-mesenchymal transition (EMT) confers cancer cells a hybrid epithelial/mesenchymal phenotype promoting metastatization. Thus, we investigated the potential clinical value of the EMT gene signature of these primitive CMCs. A reliable quantitative real-time polymerase chain reaction (qRT-PCR) protocol was settled up using tumor cell lines RNA dilutions. Afterwards, immune-magnetically isolated CMCs from advanced melanoma patients, at onset and at the first checkpoint (following immune or targeted therapy), were tested for the level of EMT hallmarks and EMT transcription factor genes. Despite the small cohort of patients, we obtained promising results. Indeed, we observed a deep gene rewiring of the EMT investigated genes: in particular we found that the EMT gene signature of isolated CMCs correlated with patients' clinical outcomes. In conclusion, We established a reliable qRT-PCR protocol with high sensitivity and specificity to characterize the gene expression of isolated CMCs. To our knowledge, this is the first evidence demonstrating the impact of immune or targeted therapies on EMT hallmark gene expressions in CMCs from advanced melanoma patients.
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Affiliation(s)
- Maria Cristina Rapanotti
- Department of Anatomic Pathology, University of Rome Tor Vergata, Viale Oxford 81, 00133 Rome, Italy
- Department of Laboratory Medicine, University of Rome Tor Vergata, Viale Oxford 81, 00133 Rome, Italy
| | - Elisa Cugini
- Department of Laboratory Medicine, University of Rome Tor Vergata, Viale Oxford 81, 00133 Rome, Italy
| | - Elena Campione
- Dermatology Unit, Department of Systems Medicine, University of Rome Tor Vergata, Via Montpellier 1, 00133 Rome, Italy
| | - Cosimo Di Raimondo
- Dermatology Unit, Department of Systems Medicine, University of Rome Tor Vergata, Via Montpellier 1, 00133 Rome, Italy
| | - Gaetana Costanza
- Department of Laboratory Medicine, University of Rome Tor Vergata, Viale Oxford 81, 00133 Rome, Italy
| | - Piero Rossi
- Surgery Division, Department of Surgery Sciences, University of Rome Tor Vergata, Via Montpellier 1, 00133 Rome, Italy
| | - Amedeo Ferlosio
- Department of Anatomic Pathology, University of Rome Tor Vergata, Viale Oxford 81, 00133 Rome, Italy
| | - Sergio Bernardini
- Department of Laboratory Medicine, University of Rome Tor Vergata, Viale Oxford 81, 00133 Rome, Italy
| | - Augusto Orlandi
- Department of Anatomic Pathology, University of Rome Tor Vergata, Viale Oxford 81, 00133 Rome, Italy
| | - Anastasia De Luca
- Department of Biology, University of Rome Tor Vergata, Via della Ricerca Scientifica 1, 00133 Rome, Italy
| | - Luca Bianchi
- Dermatology Unit, Department of Systems Medicine, University of Rome Tor Vergata, Via Montpellier 1, 00133 Rome, Italy
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Liquid Biopsy Analysis as a Tool for TKI-Based Treatment in Non-Small Cell Lung Cancer. Cells 2022; 11:cells11182871. [PMID: 36139444 PMCID: PMC9497234 DOI: 10.3390/cells11182871] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2022] [Revised: 09/07/2022] [Accepted: 09/09/2022] [Indexed: 12/03/2022] Open
Abstract
The treatment of non-small cell lung cancer (NSCLC) has recently evolved with the introduction of targeted therapy based on the use of tyrosine kinase inhibitors (TKIs) in patients with certain gene alterations, including EGFR, ALK, ROS1, BRAF, and MET genes. Molecular targeted therapy based on TKIs has improved clinical outcomes in a large number of NSCLC patients with advanced disease, enabling significantly longer progression-free survival (PFS). Liquid biopsy is an increasingly popular diagnostic tool for treating TKI-based NSCLC. The studies presented in this article show that detection and analysis based on liquid biopsy elements such as circulating tumor cells (CTCs), cell-free DNA (cfDNA), exosomes, and/or tumor-educated platelets (TEPs) can contribute to the appropriate selection and monitoring of targeted therapy in NSCLC patients as complementary to invasive tissue biopsy. The detection of these elements, combined with their molecular analysis (using, e.g., digital PCR (dPCR), next generation sequencing (NGS), shallow whole genome sequencing (sWGS)), enables the detection of mutations, which are required for the TKI treatment. Despite such promising results obtained by many research teams, it is still necessary to carry out prospective studies on a larger group of patients in order to validate these methods before their application in clinical practice.
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Proteomics for comprehensive characterization of extracellular vesicles in neurodegenerative disease. Exp Neurol 2022; 355:114149. [PMID: 35732219 DOI: 10.1016/j.expneurol.2022.114149] [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: 09/06/2021] [Revised: 01/28/2022] [Accepted: 06/15/2022] [Indexed: 11/22/2022]
Abstract
Extracellular vesicles (EVs) are small lipid bilayer particles ubiquitously released by almost every cell type. A specific and selective constituents of EVs loaded with variety of proteins, lipids, small noncoding RNAs, and long non-coding RNAs are reflective of cellular events, type, and physiologic/pathophysiologic status of the cell of origin. Moreover, these molecular contents carry information from the cell of origin to recipient cells, modulating intercellular communication. Recent studies demonstrated that EVs not only play a neuroprotective role by mediating the removal of toxic proteins, but also emerge as an important player in various neurodegenerative disease onset and progression through facilitating of misfolded proteins propagation. For this reason, neurodegenerative disease-associated differences in EV proteome relative to normal EVs can be used to fulfil diagnostic, prognostic, and therapeutic purposes. Nonetheless, characterizing EV proteome obtained from biological samples (brain tissue and body fluids, including urea, blood, saliva, and CSF) is a challenging task. Herein, we review the status of EV proteome profiling and the updated discovery of potential biomarkers for the diagnosis of neurodegenerative disease with an emphasis on the integration of high-throughput advanced mass spectrometry (MS) technologies for both qualitative and quantitative analysis of EVs in different clinical tissue/body fluid samples in past five years.
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Sabath DE, Perrone ME, Clein A, Tam M, Hardin M, Trimble S, Ramirez A, Duplessis M, Mojica T, Higano CS, Gadi VK, Kaldjian E, George T. Clinical Validation of a Circulating Tumor Cell Assay Using Density Centrifugation and Automated Immunofluorescence Microscopy. Am J Clin Pathol 2022; 158:270-276. [PMID: 35460401 DOI: 10.1093/ajcp/aqac040] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2021] [Accepted: 03/08/2022] [Indexed: 11/13/2022] Open
Abstract
OBJECTIVES The US Food and Drug Administration (FDA)-approved CELLSEARCH assay (Menarini Silicon Biosystems) for circulating tumor cells (CTCs) relies on expression of an epithelial cell adhesion molecule to enrich for CTCs. We sought to validate a CTC assay (RareCyte) for clinical use that instead collects a buffy coat preparation enriched for CTCs. METHODS Normal peripheral blood specimens spiked with cultured breast and prostate cancer cells and 47 clinical samples were used to validate assay performance. Specimens were enriched for buffy coat cells and applied onto 8 glass slides. The slides were immunofluorescently stained and imaged by automated microscopy and computer-aided image analysis. RESULTS The assay was 100% specific for detecting spiked tumor cells. For samples spiked with 25, 50, and 125 cells, the percentage coefficients of variation were 42%, 21%, and 3.7%, respectively. Linearity studies demonstrated a slope of 0.99, an intercept of 1.6, and R2 of 0.96. Recoveries at the 25-, 50-, and 125-cell levels were 92%, 111%, and 100%, respectively. Clinical samples run on both CELLSEARCH and RareCyte correlated with an R2 of 0.8 after log-transformation and demonstrated 87.5% concordance using the CELLSEARCH criteria for predicting adverse outcomes. CONCLUSIONS The RareCyte CTC assay has comparable performance to the FDA-cleared method and is ready for further clinical validation studies.
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Affiliation(s)
- Daniel E Sabath
- Department of Laboratory Medicine and Pathology, University of Washington, Seattle, WA, USA
- Department of Medicine, University of Washington, Seattle, WA, USA
| | - Marie E Perrone
- Department of Laboratory Medicine and Pathology, University of Washington, Seattle, WA, USA
| | - Alisa Clein
- Department of Laboratory Medicine and Pathology, University of Washington, Seattle, WA, USA
| | - Michael Tam
- Department of Laboratory Medicine and Pathology, University of Washington, Seattle, WA, USA
| | - Michael Hardin
- Department of Laboratory Medicine and Pathology, University of Washington, Seattle, WA, USA
| | - Sara Trimble
- Department of Laboratory Medicine and Pathology, University of Washington, Seattle, WA, USA
| | | | | | - Tanisha Mojica
- Department of Medicine, University of Washington, Seattle, WA, USA
| | | | - V K Gadi
- Department of Medicine, University of Washington, Seattle, WA, USA
| | | | - Tad George
- Department of RareCyte, Seattle, WA, USA
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7
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Recent Developments of Circulating Tumor Cell Analysis for Monitoring Cutaneous Melanoma Patients. Cancers (Basel) 2022; 14:cancers14040859. [PMID: 35205608 PMCID: PMC8870206 DOI: 10.3390/cancers14040859] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2022] [Revised: 02/04/2022] [Accepted: 02/06/2022] [Indexed: 02/04/2023] Open
Abstract
Simple Summary Circulating tumor cells (CTCs) originating from cutaneous melanoma patients have been studied for several decades as surrogates for real-time clinical status and disease outcomes. Here, we will review clinical studies from the last 15 years that assessed CTCs and disease outcomes for melanoma patients. Assessment of multiple molecular melanoma-associated antigen (MAA) markers by quantitative reverse transcriptase-polymerase chain reaction (RT-PCR) was the most common assay allowing for the improvement of assay sensitivity, to address tumor heterogeneity, and to predict patient outcomes. Multicenter studies demonstrate the utility of CTC assays reducing the bias observed in single-center trials. Recent development of CTC enrichment platforms has provided reproducible methods. CTC assessment enables both multiple mRNAs and DNAs genomic profiling. CTC provides specific important translational information on tumor progression, prediction of treatment response, and survival outcomes for cutaneous melanoma patients. Abstract Circulating tumor cells (CTCs) have been studied using multiple technical approaches for interrogating various cancers, as they allow for the real-time assessment of tumor progression, disease recurrence, treatment response, and tumor molecular profiling without the need for a tumor tissue biopsy. Here, we will review studies from the last 15 years on the assessment of CTCs in cutaneous melanoma patients in relation to different clinical outcomes. The focus will be on CTC detection in blood samples obtained from cutaneous melanoma patients of different clinical stages and treatments utilizing multiple platforms. Assessment of multiple molecular melanoma-associated antigen (MAA) markers by quantitative reverse transcriptase-polymerase chain reaction (RT-PCR) was the most common assay allowing for the improvement of assay sensitivity, tumor heterogeneity, and to predict patient outcomes. Multicenter studies demonstrate the utility of CTC assays reducing the bias observed in single- center trials. The recent development of CTC enrichment platforms has provided reproducible methods. CTC assessment enables both multiple mRNAs and DNAs genomic aberration profiling. CTC provides specific important translational information on tumor progression, prediction of treatment response, and survival outcomes for cutaneous melanoma patients. The molecular studies on melanoma CTCs have provided and may set standards for other solid tumor CTC analyses.
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Lv Z, Feng HY, Tao W, Li HZ, Zhang X. CD146 as a Prognostic-Related Biomarker in ccRCC Correlating With Immune Infiltrates. Front Oncol 2021; 11:744107. [PMID: 34956870 PMCID: PMC8692769 DOI: 10.3389/fonc.2021.744107] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2021] [Accepted: 11/17/2021] [Indexed: 12/24/2022] Open
Abstract
Backgrounds CD146 is highly expressed in various malignant tumors and associated with the poor prognosis. However, the role of CD146 in clear cell renal cell carcinoma (ccRCC) is still unknown. This study aimed to identify the role of CD146 in ccRCC by integrated bioinformatics analysis. Methods CD146 mRNA expression and methylation data in ccRCC was examined using the TIMER, UALCAN, and MethSurv databases. CD146 expression in paraffin-embedded tissues (140 cancer samples and 140 paracancer tissues) from our cohort were examined by immunohistochemistry assay. The LinkedOmics database was used to study the signaling pathways related to CD146 expression. TIMER and TISIDB were used to analyze the correlations among CD146, CD146-coexpressed genes, tumor-infiltrating immune cells, and immunomodulators. The relationship between CD146 and drug response in renal cancer cell lines was analyzed by the CTRP and CCLE databases. Results The mRNA and protein levels of CD146 were elevated in ccRCC tissues than that in paracancer tissues. The DNA methylation of CD146 in ccRCC tissues were lower than that in normal tissues. Importantly, high CD146 expression was associated with poor prognosis in patients with ccRCC. Furthermore, multivariate Cox regression analysis showed that CD146 was an independent prognostic factor in ccRCC. GO and KEGG pathway analyses indicated the co-expressed genes of CD146 were mainly related to a variety of immune-related pathways, including Th1 and Th2 cell differentiation, Th17 cell differentiation, and leukocyte transendothelial migration. Our data demonstrated that the expression and methylation status of CD146 were strongly correlated with immune infiltration levels, immunomodulators, and chemokines. Further, the sensitivity and resistance of renal cancer cell lines to some drugs were related to CD146 expression. Conclusions Our study highlights the clinical significance of CD146 in ccRCC and provides novel insights into the immune function of CD146 in the tumor microenvironment.
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Affiliation(s)
- Zheng Lv
- School of Medicine, Nankai University, Tianjin, China.,Department of Urology, The Third Medical Center, Chinese People Liberation Army (PLA) General Hospital, Beijing, China
| | - Hua-Yi Feng
- Department of Urology, The Third Medical Center, Chinese People Liberation Army (PLA) General Hospital, Beijing, China.,Medical School of Chinese People Liberation Army (PLA), Beijing, China
| | - Wang Tao
- Department of Urology, The Third Medical Center, Chinese People Liberation Army (PLA) General Hospital, Beijing, China.,Medical School of Chinese People Liberation Army (PLA), Beijing, China
| | - Hong-Zhao Li
- Department of Urology, The Third Medical Center, Chinese People Liberation Army (PLA) General Hospital, Beijing, China
| | - Xu Zhang
- School of Medicine, Nankai University, Tianjin, China.,Department of Urology, The Third Medical Center, Chinese People Liberation Army (PLA) General Hospital, Beijing, China
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Aleotti V, Catoni C, Poggiana C, Rosato A, Facchinetti A, Scaini MC. Methylation Markers in Cutaneous Melanoma: Unravelling the Potential Utility of Their Tracking by Liquid Biopsy. Cancers (Basel) 2021; 13:6217. [PMID: 34944843 PMCID: PMC8699653 DOI: 10.3390/cancers13246217] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2021] [Revised: 12/02/2021] [Accepted: 12/08/2021] [Indexed: 01/19/2023] Open
Abstract
Malignant melanoma is the most serious, life-threatening form of all dermatologic diseases, with a poor prognosis in the presence of metastases and advanced disease. Despite recent advances in targeted therapy and immunotherapy, there is still a critical need for a better understanding of the fundamental mechanisms behind melanoma progression and resistance onset. Recent advances in genome-wide methylation methods have revealed that aberrant changes in the pattern of DNA methylation play an important role in many aspects of cancer progression, including cell proliferation and migration, evasion of cell death, invasion, and metastasization. The purpose of the current review was to gather evidence regarding the usefulness of DNA methylation tracking in liquid biopsy as a potential biomarker in melanoma. We investigated the key genes and signal transduction pathways that have been found to be altered epigenetically in melanoma. We then highlighted the circulating tumor components present in blood, including circulating melanoma cells (CMC), circulating tumor DNA (ctDNA), and tumor-derived extracellular vesicles (EVs), as a valuable source for identifying relevant aberrations in DNA methylation. Finally, we focused on DNA methylation signatures as a marker for tracking response to therapy and resistance, thus facilitating personalized medicine and decision-making in the treatment of melanoma patients.
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Affiliation(s)
- Valentina Aleotti
- Immunology and Molecular Oncology Unit, Veneto Institute of Oncology IOV-IRCCS, 35128 Padua, Italy; (V.A.); (C.C.); (A.F.); (M.C.S.)
| | - Cristina Catoni
- Immunology and Molecular Oncology Unit, Veneto Institute of Oncology IOV-IRCCS, 35128 Padua, Italy; (V.A.); (C.C.); (A.F.); (M.C.S.)
| | - Cristina Poggiana
- Immunology and Molecular Oncology Unit, Veneto Institute of Oncology IOV-IRCCS, 35128 Padua, Italy; (V.A.); (C.C.); (A.F.); (M.C.S.)
| | - Antonio Rosato
- Immunology and Molecular Oncology Unit, Veneto Institute of Oncology IOV-IRCCS, 35128 Padua, Italy; (V.A.); (C.C.); (A.F.); (M.C.S.)
- Department of Surgery, Oncology and Gastroenterology, Oncology and Immunology Section, University of Padua, 35128 Padua, Italy
| | - Antonella Facchinetti
- Immunology and Molecular Oncology Unit, Veneto Institute of Oncology IOV-IRCCS, 35128 Padua, Italy; (V.A.); (C.C.); (A.F.); (M.C.S.)
- Department of Surgery, Oncology and Gastroenterology, Oncology and Immunology Section, University of Padua, 35128 Padua, Italy
| | - Maria Chiara Scaini
- Immunology and Molecular Oncology Unit, Veneto Institute of Oncology IOV-IRCCS, 35128 Padua, Italy; (V.A.); (C.C.); (A.F.); (M.C.S.)
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Rapanotti MC, Cugini E, Nuccetelli M, Terrinoni A, Di Raimondo C, Lombardo P, Costanza G, Cosio T, Rossi P, Orlandi A, Campione E, Bernardini S, Blot-Chabaud M, Bianchi L. MCAM/MUC18/CD146 as a Multifaceted Warning Marker of Melanoma Progression in Liquid Biopsy. Int J Mol Sci 2021; 22:12416. [PMID: 34830300 PMCID: PMC8623757 DOI: 10.3390/ijms222212416] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2021] [Revised: 11/09/2021] [Accepted: 11/10/2021] [Indexed: 12/26/2022] Open
Abstract
Human malignant melanoma shows a high rate of mortality after metastasization, and its incidence is continuously rising worldwide. Several studies have suggested that MCAM/MUC18/CD146 plays an important role in the progression of this malignant disease. MCAM/MUC18/CD146 is a typical single-spanning transmembrane glycoprotein, existing as two membrane isoforms, long and short, and an additional soluble form, sCD146. We previously documented that molecular MCAM/MUC18/CD146 expression is strongly associated with disease progression. Recently, we showed that MCAM/MUC18/CD146 and ABCB5 can serve as melanoma-specific-targets in the selection of highly primitive circulating melanoma cells, and constitute putative proteins associated with disease spreading progression. Here, we analyzed CD146 molecular expression at onset or at disease recurrence in an enlarged melanoma case series. For some patients, we also performed the time courses of molecular monitoring. Moreover, we explored the role of soluble CD146 in different cohorts of melanoma patients at onset or disease progression, rather than in clinical remission, undergoing immune therapy or free from any clinical treatment. We showed that MCAM/MUC18/CD146 can be considered as: (1) a membrane antigen suitable for identification and enrichment in melanoma liquid biopsy; (2) a highly effective molecular "warning" marker for minimal residual disease monitoring; and (3) a soluble protein index of inflammation and putative response to therapeutic treatments.
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MESH Headings
- Adult
- Aged
- Aged, 80 and over
- Biomarkers, Tumor/blood
- Biomarkers, Tumor/genetics
- CD146 Antigen/blood
- CD146 Antigen/chemistry
- CD146 Antigen/genetics
- Disease Progression
- Female
- Follow-Up Studies
- Gene Expression
- Gene Expression Regulation, Neoplastic
- Humans
- Liquid Biopsy
- Longitudinal Studies
- Male
- Melanoma/blood
- Melanoma/genetics
- Melanoma/pathology
- Middle Aged
- Neoplasm Recurrence, Local/blood
- Neoplasm Recurrence, Local/genetics
- Neoplasm, Residual/blood
- Neoplasm, Residual/genetics
- Neoplastic Cells, Circulating/metabolism
- Skin Neoplasms/blood
- Skin Neoplasms/genetics
- Skin Neoplasms/pathology
- Solubility
- Young Adult
- Melanoma, Cutaneous Malignant
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Affiliation(s)
- Maria Cristina Rapanotti
- Department of Onco-Haematology, University of Rome Tor Vergata, Viale Oxford 81, 00133 Rome, Italy
- Department of Laboratory Medicine, University of Rome Tor Vergata, Viale Oxford 81, 00133 Rome, Italy; (E.C.); (M.N.); (A.T.); (G.C.); (S.B.)
| | - Elisa Cugini
- Department of Laboratory Medicine, University of Rome Tor Vergata, Viale Oxford 81, 00133 Rome, Italy; (E.C.); (M.N.); (A.T.); (G.C.); (S.B.)
| | - Marzia Nuccetelli
- Department of Laboratory Medicine, University of Rome Tor Vergata, Viale Oxford 81, 00133 Rome, Italy; (E.C.); (M.N.); (A.T.); (G.C.); (S.B.)
| | - Alessandro Terrinoni
- Department of Laboratory Medicine, University of Rome Tor Vergata, Viale Oxford 81, 00133 Rome, Italy; (E.C.); (M.N.); (A.T.); (G.C.); (S.B.)
| | - Cosimo Di Raimondo
- Dermatology Unit, Department of Systems Medicine, University of Rome Tor Vergata, Via Montpellier 1, 00133 Rome, Italy; (C.D.R.); (P.L.); (T.C.); (E.C.); (L.B.)
| | - Paolo Lombardo
- Dermatology Unit, Department of Systems Medicine, University of Rome Tor Vergata, Via Montpellier 1, 00133 Rome, Italy; (C.D.R.); (P.L.); (T.C.); (E.C.); (L.B.)
| | - Gaetana Costanza
- Department of Laboratory Medicine, University of Rome Tor Vergata, Viale Oxford 81, 00133 Rome, Italy; (E.C.); (M.N.); (A.T.); (G.C.); (S.B.)
| | - Terenzio Cosio
- Dermatology Unit, Department of Systems Medicine, University of Rome Tor Vergata, Via Montpellier 1, 00133 Rome, Italy; (C.D.R.); (P.L.); (T.C.); (E.C.); (L.B.)
| | - Piero Rossi
- Department of Surgery Sciences, University of Rome Tor Vergata, Via Montpellier 1, 00133 Rome, Italy;
| | - Augusto Orlandi
- Anatomic Pathology, University of Rome Tor Vergata, Via Montpellier 1, 00133 Rome, Italy;
| | - Elena Campione
- Dermatology Unit, Department of Systems Medicine, University of Rome Tor Vergata, Via Montpellier 1, 00133 Rome, Italy; (C.D.R.); (P.L.); (T.C.); (E.C.); (L.B.)
| | - Sergio Bernardini
- Department of Laboratory Medicine, University of Rome Tor Vergata, Viale Oxford 81, 00133 Rome, Italy; (E.C.); (M.N.); (A.T.); (G.C.); (S.B.)
| | - Marcel Blot-Chabaud
- Institut National de la Sante et de la Recherche Medicale (INSERM), UMR-S 1076, Aix-Marseille University, UFR Pharmacy, 13005 Marseille, France;
| | - Luca Bianchi
- Dermatology Unit, Department of Systems Medicine, University of Rome Tor Vergata, Via Montpellier 1, 00133 Rome, Italy; (C.D.R.); (P.L.); (T.C.); (E.C.); (L.B.)
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11
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Kamińska P, Buszka K, Zabel M, Nowicki M, Alix-Panabières C, Budna-Tukan J. Liquid Biopsy in Melanoma: Significance in Diagnostics, Prediction and Treatment Monitoring. Int J Mol Sci 2021; 22:9714. [PMID: 34575876 PMCID: PMC8468624 DOI: 10.3390/ijms22189714] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2021] [Revised: 08/25/2021] [Accepted: 09/06/2021] [Indexed: 02/06/2023] Open
Abstract
Liquid biopsy is a common term referring to circulating tumor cells and other biomarkers, such as circulating tumor DNA (ctDNA) or extracellular vesicles. Liquid biopsy presents a range of clinical advantages, such as the low invasiveness of the blood sample collection and continuous control of the tumor progression. In addition, this approach enables the mechanisms of drug resistance to be determined in various methods of cancer treatment, including immunotherapy. However, in the case of melanoma, the application of liquid biopsy in patient stratification and therapy needs further investigation. This review attempts to collect all of the relevant and recent information about circulating melanoma cells (CMCs) related to the context of malignant melanoma and immunotherapy. Furthermore, the biology of liquid biopsy analytes, including CMCs, ctDNA, mRNA and exosomes, as well as techniques for their detection and isolation, are also described. The available data support the notion that thoughtful selection of biomarkers and technologies for their detection can contribute to the development of precision medicine by increasing the efficacy of cancer diagnostics and treatment.
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Affiliation(s)
- Paula Kamińska
- Department of Histology and Embryology, Poznan University of Medical Sciences, 60-781 Poznan, Poland; (P.K.); (K.B.); (M.N.)
| | - Karolina Buszka
- Department of Histology and Embryology, Poznan University of Medical Sciences, 60-781 Poznan, Poland; (P.K.); (K.B.); (M.N.)
| | - Maciej Zabel
- Department of Anatomy and Histology, Collegium Medicum, University of Zielona Góra, 65-046 Zielona Góra, Poland;
| | - Michał Nowicki
- Department of Histology and Embryology, Poznan University of Medical Sciences, 60-781 Poznan, Poland; (P.K.); (K.B.); (M.N.)
| | - Catherine Alix-Panabières
- Laboratory of Rare Human Circulating Cells (LCCRH), University Medical Centre of Montpellier, 34093 Montpellier, France;
- CREEC/CANECEV, MIVEGEC (CREES), University of Montpellier, CNRS, IRD, 34000 Montpellier, France
| | - Joanna Budna-Tukan
- Department of Histology and Embryology, Poznan University of Medical Sciences, 60-781 Poznan, Poland; (P.K.); (K.B.); (M.N.)
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12
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Porcelli L, Guida M, De Summa S, Di Fonte R, De Risi I, Garofoli M, Caputo M, Negri A, Strippoli S, Serratì S, Azzariti A. uPAR + extracellular vesicles: a robust biomarker of resistance to checkpoint inhibitor immunotherapy in metastatic melanoma patients. J Immunother Cancer 2021; 9:jitc-2021-002372. [PMID: 33972390 PMCID: PMC8112420 DOI: 10.1136/jitc-2021-002372] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/02/2021] [Indexed: 12/23/2022] Open
Abstract
Background Emerging evidence has highlighted the importance of extracellular vesicle (EV)-based biomarkers of resistance to immunotherapy with checkpoint inhibitors in metastatic melanoma. Considering the tumor-promoting implications of urokinase-type plasminogen activator receptor (uPAR) signaling, this study aimed to assess uPAR expression in the plasma-derived EVs of patients with metastatic melanoma to determine its potential correlation with clinical outcomes. Methods Blood samples from 71 patients with metastatic melanoma were collected before initiating immunotherapy. Tumor-derived and immune cell-derived EVs were isolated and analyzed to assess the relative percentage of uPAR+ EVs. The associations between uPAR and clinical outcomes, sex, BRAF status, baseline lactate dehydrogenase levels and number of metastatic sites were assessed. Results Responders had a significantly lower percentage of tumor-derived, dendritic cell (DC)-derived and CD8+ T cell-derived uPAR +EVs at baseline than non-responders. The Kaplan-Meier survival curves for the uPAR+EV quartiles indicated that higher levels of melanoma-derived uPAR+ EVs were strongly correlated with poorer progression-free survival (p<0.0001) and overall survival (p<0.0001). We also found a statistically significant correlation between lower levels of uPAR+ EVs from both CD8+ T cells and DCs and better survival. Conclusions Our results indicate that higher levels of tumor-derived, DC-derived and CD8+ T cell-derived uPAR+ EVs in non-responders may represent a new biomarker of innate resistance to immunotherapy with checkpoint inhibitors. Moreover, uPAR+ EVs represent a new potential target for future therapeutic approaches.
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Affiliation(s)
- Letizia Porcelli
- Laboratory of Experimental Pharmacology, IRCCS Istituto Tumori Giovanni Paolo II, Bari, Italy
| | - Michele Guida
- Rare tumors and Melanoma Unit, IRCCS Istituto Tumori Giovanni Paolo II, Bari, Italy
| | - Simona De Summa
- Molecular Diagnostics and Pharmacogenetics Unit, IRCCS Istituto Tumori Giovanni Paolo II, Bari, Italy
| | - Roberta Di Fonte
- Laboratory of Experimental Pharmacology, IRCCS Istituto Tumori Giovanni Paolo II, Bari, Italy
| | - Ivana De Risi
- Rare tumors and Melanoma Unit, IRCCS Istituto Tumori Giovanni Paolo II, Bari, Italy
| | - Marianna Garofoli
- Laboratory of Experimental Pharmacology, IRCCS Istituto Tumori Giovanni Paolo II, Bari, Italy
| | - Mariapia Caputo
- Molecular Diagnostics and Pharmacogenetics Unit, IRCCS Istituto Tumori Giovanni Paolo II, Bari, Italy
| | - Antonio Negri
- Haematology Unit, IRCCS Istituto Tumori Giovanni Paolo II, Bari, Italy
| | - Sabino Strippoli
- Rare tumors and Melanoma Unit, IRCCS Istituto Tumori Giovanni Paolo II, Bari, Italy
| | - Simona Serratì
- Laboratory of Nanotechnology, IRCCS-Istituto Tumori Giovanni Paolo II, Bari, Italy
| | - Amalia Azzariti
- Laboratory of Experimental Pharmacology, IRCCS Istituto Tumori Giovanni Paolo II, Bari, Italy
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13
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Applications of liquid biopsy in the Pharmacological Audit Trail for anticancer drug development. Nat Rev Clin Oncol 2021; 18:454-467. [PMID: 33762744 DOI: 10.1038/s41571-021-00489-x] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/17/2021] [Indexed: 02/06/2023]
Abstract
Anticancer drug development is a costly and protracted activity, and failure at late phases of clinical testing is common. We have previously proposed the Pharmacological Audit Trail (PhAT) intended to improve the efficiency of drug development, with a focus on the use of tumour tissue-based biomarkers. Blood-based 'liquid biopsy' approaches, such as targeted or whole-genome sequencing studies of plasma circulating cell-free tumour DNA (ctDNA) and circulating tumour cells (CTCs), are of increasing relevance to this drug development paradigm. Liquid biopsy assays can provide quantitative and qualitative data on prognostic, predictive, pharmacodynamic and clinical response biomarkers, and can also enable the characterization of disease evolution and resistance mechanisms. In this Perspective, we examine the promise of integrating liquid biopsy analyses into the PhAT, focusing on the current evidence, advances, limitations and challenges. We emphasize the continued importance of analytical validation and clinical qualification of circulating tumour biomarkers through prospective clinical trials.
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14
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Feng R, Wang Y, Ramachandran V, Ma Q, May MM, Li M, Zhou JX, Xu X, Xu K, Fang S, Xia W, Sui D, Liu H, Gao X, Prieto V, Blacklow SC, Lu M, Lee JE. Characterization of novel neutralizing mouse monoclonal antibody JM1-24-3 developed against MUC18 in metastatic melanoma. J Exp Clin Cancer Res 2020; 39:273. [PMID: 33278894 PMCID: PMC7718695 DOI: 10.1186/s13046-020-01722-8] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2020] [Accepted: 09/28/2020] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND MUC18 is a glycoprotein highly expressed on the surface of melanoma and other cancers which promotes tumor progression and metastasis. However, its mechanism of action and suitability as a therapeutic target are unknown. METHODS A monoclonal antibody (mAb) (JM1-24-3) was generated from metastatic melanoma tumor live cell immunization, and high-throughput screening identified MUC18 as the target. RESULTS Analysis of molecular interactions between MUC18 and JM1-24-3 revealed that the downstream signaling events depended on binding of the mAb to a conformational epitope on the extracellular domain of MUC18. JM1-24-3 inhibited melanoma cell proliferation, migration and invasion in vitro and reduced tumor growth and metastasis in vivo. CONCLUSION These results confirm that MUC18 is mechanistically important in melanoma growth and metastasis, suggest that the MUC18 epitope identified is a promising therapeutic target, and that the JM1-24-3 mAb may serve as the basis for a potential therapeutic agent.
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Affiliation(s)
- Runhua Feng
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA.,Department of General Surgery, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China
| | - Yuling Wang
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Vijaya Ramachandran
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | | | - Matthew M May
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA.,Department of Otolaryngology, Mayo School of Graduate Medical Education, Rochester, MN, 55905, USA
| | - Ming Li
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA.,Department of Pathology, Anhui Province Hospital, Anhui Medical University, Hefei, Anhui, 230032, China
| | - Joe X Zhou
- LC Sciences, LLC, Houston, TX, 77054, USA
| | - Xiang Xu
- Department of Biological Chemistry and Molecular Pharmacology, Harvard University School of Medicine, Boston, MA, 02115, USA.,Department of Pathology, UT Southwestern Medical Center, Dallas, TX, 75390, USA
| | - Kejing Xu
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Shenying Fang
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Weiya Xia
- Department of Molecular & Cellular Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Dawen Sui
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Huey Liu
- Department of Breast Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Xiaolian Gao
- Department of Biology and Biochemistry, The University of Houston, Houston, TX, 77204, USA
| | - Victor Prieto
- Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Stephen C Blacklow
- Department of Biological Chemistry and Molecular Pharmacology, Harvard University School of Medicine, Boston, MA, 02115, USA
| | - Mason Lu
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA. .,MedAbome, Inc., Fremont, CA, 94538, USA.
| | - Jeffrey E Lee
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA.
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15
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Minimal Residual Disease in Melanoma:molecular characterization of in transit cutaneous metastases and Circulating Melanoma Cells recognizes an expression panel potentially related to disease progression. Cancer Treat Res Commun 2020; 25:100262. [PMID: 33338742 DOI: 10.1016/j.ctarc.2020.100262] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2020] [Accepted: 12/01/2020] [Indexed: 12/12/2022]
Abstract
Isolating circulating melanoma cells (CMCs) represents a powerful method to monitor minimal residual disease. We documented that MCAM/MUC18/CD146 expression is strongly associated with disease progression. ABCB5 is melanoma-stem antigen with self-renewal, proliferation, differentiation, tumorigenicity capabilities. These findings supported us to improve CMC detection, investigating MCAM/MUC18/CD146 and ABCB5 as enrichment targets in MM progression. Moreover, we decided to compare possible molecular diversity of these CMC fractions with metastatic tissue expression, collecting concomitantly cutaneous in transit metastases (CTM). We enriched CMCs from eight melanoma patients staged ≥pT1b AJCC, who developed CTMs at baseline or during follow up. We assessed a gene expression panel comprising ABCB5, the differentiation markers (Tyrosinase, MART1), angiogenic factors (VEGF, bFGF), the cell-cell adhesion molecules (MCAM/MUC18/CD146 5'-portion, Long, and Short isoforms, E-Cadherin, N-Cadherin, VE-Cadherin) and matrix-metallo-proteinases (MMP2 and MMP9) via high-sensitive RT-PCR. Preliminary findings defined three distinct sub-populations: "endothelial" CD45-CD146+CMCs, "stem" CD45-ABCB5+CMCs and a "hybrid- stem-endothelial"- CD45-MCAM+ABCB5+CMCs. The expression panel documented that - almost high expression found in CTMs - like in 73.5% of CMCs resulted positive for at least one transcript at baseline, showing gene-expression variability. Longitudinal monitoring documented shut-down of all gene-expressions in "endothelial"- and "hybrid stem-endothelial"-subsets, whilst persistency or acquisition of MCAM/MUC18/CD146, VE-CADH and MMPs was documented in disease-progression status.Conversely, a drastic expression shut-down was documented when patients achieved clinical remission. The "stem"- CMCs fraction" showed quite lower gene expression frequencies. MCAM/MUC18/CD146 and ABCB5 as melanoma-specific-targets are effective in the selection of highly primitive CMCs and highlights those putative genes associated with disease spreading progression.
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16
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Smart JA, Oleksak JE, Hartsough EJ. Cell Adhesion Molecules in Plasticity and Metastasis. Mol Cancer Res 2020; 19:25-37. [PMID: 33004622 DOI: 10.1158/1541-7786.mcr-20-0595] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2020] [Revised: 09/08/2020] [Accepted: 09/25/2020] [Indexed: 12/12/2022]
Abstract
Prior to metastasis, modern therapeutics and surgical intervention can provide a favorable long-term survival for patients diagnosed with many types of cancers. However, prognosis is poor for patients with metastasized disease. Melanoma is the deadliest form of skin cancer, yet in situ and localized, thin melanomas can be biopsied with little to no postsurgical follow-up. However, patients with metastatic melanoma require significant clinical involvement and have a 5-year survival of only 34% to 52%, largely dependent on the site of colonization. Melanoma metastasis is a multi-step process requiring dynamic changes in cell surface proteins regulating adhesiveness to the extracellular matrix (ECM), stroma, and other cancer cells in varied tumor microenvironments. Here we will highlight recent literature to underscore how cell adhesion molecules (CAM) contribute to melanoma disease progression and metastasis.
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Affiliation(s)
- Jessica A Smart
- Department of Pharmacology and Physiology, Drexel University College of Medicine, Philadelphia, Pennsylvania
| | - Julia E Oleksak
- Graduate School of Biomedical Sciences and Professional Studies, Drexel University College of Medicine, Philadelphia, Pennsylvania
| | - Edward J Hartsough
- Department of Pharmacology and Physiology, Drexel University College of Medicine, Philadelphia, Pennsylvania.
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17
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Vacchi E, Burrello J, Di Silvestre D, Burrello A, Bolis S, Mauri P, Vassalli G, Cereda CW, Farina C, Barile L, Kaelin-Lang A, Melli G. Immune profiling of plasma-derived extracellular vesicles identifies Parkinson disease. NEUROLOGY-NEUROIMMUNOLOGY & NEUROINFLAMMATION 2020; 7:7/6/e866. [PMID: 32817412 PMCID: PMC7428368 DOI: 10.1212/nxi.0000000000000866] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/16/2019] [Accepted: 05/28/2020] [Indexed: 12/11/2022]
Abstract
Objective To develop a diagnostic model based on plasma-derived extracellular vesicle (EV) subpopulations in Parkinson disease (PD) and atypical parkinsonism (AP), we applied an innovative flow cytometric multiplex bead-based platform. Methods Plasma-derived EVs were isolated from PD, matched healthy controls, multiple system atrophy (MSA), and AP with tauopathies (AP-Tau). The expression levels of 37 EV surface markers were measured by flow cytometry and correlated with clinical scales. A diagnostic model based on EV surface markers expression was built via supervised machine learning algorithms and validated in an external cohort. Results Distinctive pools of EV surface markers related to inflammatory and immune cells stratified patients according to the clinical diagnosis. PD and MSA displayed a greater pool of overexpressed immune markers, suggesting a different immune dysregulation in PD and MSA vs AP-Tau. The receiver operating characteristic curve analysis of a compound EV marker showed optimal diagnostic performance for PD (area under the curve [AUC] 0.908; sensitivity 96.3%, specificity 78.9%) and MSA (AUC 0.974; sensitivity 100%, specificity 94.7%) and good accuracy for AP-Tau (AUC 0.718; sensitivity 77.8%, specificity 89.5%). A diagnostic model based on EV marker expression correctly classified 88.9% of patients with reliable diagnostic performance after internal and external validations. Conclusions Immune profiling of plasmatic EVs represents a crucial step toward the identification of biomarkers of disease for PD and AP.
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Affiliation(s)
- Elena Vacchi
- From the Laboratory for Biomedical Neurosciences (E.V., A.K.-L., G.M.), Neurocenter of Southern Switzerland, Ente Ospedaliero Cantonale; Faculty of Biomedical Sciences (E.V., G.V., L.B., A.K.-L., G.M.), Università della Svizzera Italiana; Cellular and Molecular Cardiology Laboratory (J.B., G.V.), Cardiocentro Ticino Foundation, Lugano, Switzerland; Proteomic and Metabolomic Laboratory (D.D.S., P.M.), Institute for Biomedical Technologies-National Research Council (ITB-CNR), Segrate (Milan), Italy; Department of Electrical (A.B.), Electronic and Information Engineering "Guglielmo Marconi" (DEI), University of Bologna, Italy; Laboratory for Cardiovascular Theranostics (S.B., L.B.), Cardiocentro Ticino Foundation, Lugano, Switzerland; Neurology Department (C.W.C., A.K.-L., G.M.), Neurocenter of Southern Switzerland, Ente Ospedaliero Cantonale, Lugano; and Immunobiology of Neurological Disorders Lab (C.F.), Institute of Experimental Neurology (INSpe) and Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Jacopo Burrello
- From the Laboratory for Biomedical Neurosciences (E.V., A.K.-L., G.M.), Neurocenter of Southern Switzerland, Ente Ospedaliero Cantonale; Faculty of Biomedical Sciences (E.V., G.V., L.B., A.K.-L., G.M.), Università della Svizzera Italiana; Cellular and Molecular Cardiology Laboratory (J.B., G.V.), Cardiocentro Ticino Foundation, Lugano, Switzerland; Proteomic and Metabolomic Laboratory (D.D.S., P.M.), Institute for Biomedical Technologies-National Research Council (ITB-CNR), Segrate (Milan), Italy; Department of Electrical (A.B.), Electronic and Information Engineering "Guglielmo Marconi" (DEI), University of Bologna, Italy; Laboratory for Cardiovascular Theranostics (S.B., L.B.), Cardiocentro Ticino Foundation, Lugano, Switzerland; Neurology Department (C.W.C., A.K.-L., G.M.), Neurocenter of Southern Switzerland, Ente Ospedaliero Cantonale, Lugano; and Immunobiology of Neurological Disorders Lab (C.F.), Institute of Experimental Neurology (INSpe) and Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Dario Di Silvestre
- From the Laboratory for Biomedical Neurosciences (E.V., A.K.-L., G.M.), Neurocenter of Southern Switzerland, Ente Ospedaliero Cantonale; Faculty of Biomedical Sciences (E.V., G.V., L.B., A.K.-L., G.M.), Università della Svizzera Italiana; Cellular and Molecular Cardiology Laboratory (J.B., G.V.), Cardiocentro Ticino Foundation, Lugano, Switzerland; Proteomic and Metabolomic Laboratory (D.D.S., P.M.), Institute for Biomedical Technologies-National Research Council (ITB-CNR), Segrate (Milan), Italy; Department of Electrical (A.B.), Electronic and Information Engineering "Guglielmo Marconi" (DEI), University of Bologna, Italy; Laboratory for Cardiovascular Theranostics (S.B., L.B.), Cardiocentro Ticino Foundation, Lugano, Switzerland; Neurology Department (C.W.C., A.K.-L., G.M.), Neurocenter of Southern Switzerland, Ente Ospedaliero Cantonale, Lugano; and Immunobiology of Neurological Disorders Lab (C.F.), Institute of Experimental Neurology (INSpe) and Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Alessio Burrello
- From the Laboratory for Biomedical Neurosciences (E.V., A.K.-L., G.M.), Neurocenter of Southern Switzerland, Ente Ospedaliero Cantonale; Faculty of Biomedical Sciences (E.V., G.V., L.B., A.K.-L., G.M.), Università della Svizzera Italiana; Cellular and Molecular Cardiology Laboratory (J.B., G.V.), Cardiocentro Ticino Foundation, Lugano, Switzerland; Proteomic and Metabolomic Laboratory (D.D.S., P.M.), Institute for Biomedical Technologies-National Research Council (ITB-CNR), Segrate (Milan), Italy; Department of Electrical (A.B.), Electronic and Information Engineering "Guglielmo Marconi" (DEI), University of Bologna, Italy; Laboratory for Cardiovascular Theranostics (S.B., L.B.), Cardiocentro Ticino Foundation, Lugano, Switzerland; Neurology Department (C.W.C., A.K.-L., G.M.), Neurocenter of Southern Switzerland, Ente Ospedaliero Cantonale, Lugano; and Immunobiology of Neurological Disorders Lab (C.F.), Institute of Experimental Neurology (INSpe) and Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Sara Bolis
- From the Laboratory for Biomedical Neurosciences (E.V., A.K.-L., G.M.), Neurocenter of Southern Switzerland, Ente Ospedaliero Cantonale; Faculty of Biomedical Sciences (E.V., G.V., L.B., A.K.-L., G.M.), Università della Svizzera Italiana; Cellular and Molecular Cardiology Laboratory (J.B., G.V.), Cardiocentro Ticino Foundation, Lugano, Switzerland; Proteomic and Metabolomic Laboratory (D.D.S., P.M.), Institute for Biomedical Technologies-National Research Council (ITB-CNR), Segrate (Milan), Italy; Department of Electrical (A.B.), Electronic and Information Engineering "Guglielmo Marconi" (DEI), University of Bologna, Italy; Laboratory for Cardiovascular Theranostics (S.B., L.B.), Cardiocentro Ticino Foundation, Lugano, Switzerland; Neurology Department (C.W.C., A.K.-L., G.M.), Neurocenter of Southern Switzerland, Ente Ospedaliero Cantonale, Lugano; and Immunobiology of Neurological Disorders Lab (C.F.), Institute of Experimental Neurology (INSpe) and Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Pierluigi Mauri
- From the Laboratory for Biomedical Neurosciences (E.V., A.K.-L., G.M.), Neurocenter of Southern Switzerland, Ente Ospedaliero Cantonale; Faculty of Biomedical Sciences (E.V., G.V., L.B., A.K.-L., G.M.), Università della Svizzera Italiana; Cellular and Molecular Cardiology Laboratory (J.B., G.V.), Cardiocentro Ticino Foundation, Lugano, Switzerland; Proteomic and Metabolomic Laboratory (D.D.S., P.M.), Institute for Biomedical Technologies-National Research Council (ITB-CNR), Segrate (Milan), Italy; Department of Electrical (A.B.), Electronic and Information Engineering "Guglielmo Marconi" (DEI), University of Bologna, Italy; Laboratory for Cardiovascular Theranostics (S.B., L.B.), Cardiocentro Ticino Foundation, Lugano, Switzerland; Neurology Department (C.W.C., A.K.-L., G.M.), Neurocenter of Southern Switzerland, Ente Ospedaliero Cantonale, Lugano; and Immunobiology of Neurological Disorders Lab (C.F.), Institute of Experimental Neurology (INSpe) and Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Giuseppe Vassalli
- From the Laboratory for Biomedical Neurosciences (E.V., A.K.-L., G.M.), Neurocenter of Southern Switzerland, Ente Ospedaliero Cantonale; Faculty of Biomedical Sciences (E.V., G.V., L.B., A.K.-L., G.M.), Università della Svizzera Italiana; Cellular and Molecular Cardiology Laboratory (J.B., G.V.), Cardiocentro Ticino Foundation, Lugano, Switzerland; Proteomic and Metabolomic Laboratory (D.D.S., P.M.), Institute for Biomedical Technologies-National Research Council (ITB-CNR), Segrate (Milan), Italy; Department of Electrical (A.B.), Electronic and Information Engineering "Guglielmo Marconi" (DEI), University of Bologna, Italy; Laboratory for Cardiovascular Theranostics (S.B., L.B.), Cardiocentro Ticino Foundation, Lugano, Switzerland; Neurology Department (C.W.C., A.K.-L., G.M.), Neurocenter of Southern Switzerland, Ente Ospedaliero Cantonale, Lugano; and Immunobiology of Neurological Disorders Lab (C.F.), Institute of Experimental Neurology (INSpe) and Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Carlo W Cereda
- From the Laboratory for Biomedical Neurosciences (E.V., A.K.-L., G.M.), Neurocenter of Southern Switzerland, Ente Ospedaliero Cantonale; Faculty of Biomedical Sciences (E.V., G.V., L.B., A.K.-L., G.M.), Università della Svizzera Italiana; Cellular and Molecular Cardiology Laboratory (J.B., G.V.), Cardiocentro Ticino Foundation, Lugano, Switzerland; Proteomic and Metabolomic Laboratory (D.D.S., P.M.), Institute for Biomedical Technologies-National Research Council (ITB-CNR), Segrate (Milan), Italy; Department of Electrical (A.B.), Electronic and Information Engineering "Guglielmo Marconi" (DEI), University of Bologna, Italy; Laboratory for Cardiovascular Theranostics (S.B., L.B.), Cardiocentro Ticino Foundation, Lugano, Switzerland; Neurology Department (C.W.C., A.K.-L., G.M.), Neurocenter of Southern Switzerland, Ente Ospedaliero Cantonale, Lugano; and Immunobiology of Neurological Disorders Lab (C.F.), Institute of Experimental Neurology (INSpe) and Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Cinthia Farina
- From the Laboratory for Biomedical Neurosciences (E.V., A.K.-L., G.M.), Neurocenter of Southern Switzerland, Ente Ospedaliero Cantonale; Faculty of Biomedical Sciences (E.V., G.V., L.B., A.K.-L., G.M.), Università della Svizzera Italiana; Cellular and Molecular Cardiology Laboratory (J.B., G.V.), Cardiocentro Ticino Foundation, Lugano, Switzerland; Proteomic and Metabolomic Laboratory (D.D.S., P.M.), Institute for Biomedical Technologies-National Research Council (ITB-CNR), Segrate (Milan), Italy; Department of Electrical (A.B.), Electronic and Information Engineering "Guglielmo Marconi" (DEI), University of Bologna, Italy; Laboratory for Cardiovascular Theranostics (S.B., L.B.), Cardiocentro Ticino Foundation, Lugano, Switzerland; Neurology Department (C.W.C., A.K.-L., G.M.), Neurocenter of Southern Switzerland, Ente Ospedaliero Cantonale, Lugano; and Immunobiology of Neurological Disorders Lab (C.F.), Institute of Experimental Neurology (INSpe) and Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Lucio Barile
- From the Laboratory for Biomedical Neurosciences (E.V., A.K.-L., G.M.), Neurocenter of Southern Switzerland, Ente Ospedaliero Cantonale; Faculty of Biomedical Sciences (E.V., G.V., L.B., A.K.-L., G.M.), Università della Svizzera Italiana; Cellular and Molecular Cardiology Laboratory (J.B., G.V.), Cardiocentro Ticino Foundation, Lugano, Switzerland; Proteomic and Metabolomic Laboratory (D.D.S., P.M.), Institute for Biomedical Technologies-National Research Council (ITB-CNR), Segrate (Milan), Italy; Department of Electrical (A.B.), Electronic and Information Engineering "Guglielmo Marconi" (DEI), University of Bologna, Italy; Laboratory for Cardiovascular Theranostics (S.B., L.B.), Cardiocentro Ticino Foundation, Lugano, Switzerland; Neurology Department (C.W.C., A.K.-L., G.M.), Neurocenter of Southern Switzerland, Ente Ospedaliero Cantonale, Lugano; and Immunobiology of Neurological Disorders Lab (C.F.), Institute of Experimental Neurology (INSpe) and Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Alain Kaelin-Lang
- From the Laboratory for Biomedical Neurosciences (E.V., A.K.-L., G.M.), Neurocenter of Southern Switzerland, Ente Ospedaliero Cantonale; Faculty of Biomedical Sciences (E.V., G.V., L.B., A.K.-L., G.M.), Università della Svizzera Italiana; Cellular and Molecular Cardiology Laboratory (J.B., G.V.), Cardiocentro Ticino Foundation, Lugano, Switzerland; Proteomic and Metabolomic Laboratory (D.D.S., P.M.), Institute for Biomedical Technologies-National Research Council (ITB-CNR), Segrate (Milan), Italy; Department of Electrical (A.B.), Electronic and Information Engineering "Guglielmo Marconi" (DEI), University of Bologna, Italy; Laboratory for Cardiovascular Theranostics (S.B., L.B.), Cardiocentro Ticino Foundation, Lugano, Switzerland; Neurology Department (C.W.C., A.K.-L., G.M.), Neurocenter of Southern Switzerland, Ente Ospedaliero Cantonale, Lugano; and Immunobiology of Neurological Disorders Lab (C.F.), Institute of Experimental Neurology (INSpe) and Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Giorgia Melli
- From the Laboratory for Biomedical Neurosciences (E.V., A.K.-L., G.M.), Neurocenter of Southern Switzerland, Ente Ospedaliero Cantonale; Faculty of Biomedical Sciences (E.V., G.V., L.B., A.K.-L., G.M.), Università della Svizzera Italiana; Cellular and Molecular Cardiology Laboratory (J.B., G.V.), Cardiocentro Ticino Foundation, Lugano, Switzerland; Proteomic and Metabolomic Laboratory (D.D.S., P.M.), Institute for Biomedical Technologies-National Research Council (ITB-CNR), Segrate (Milan), Italy; Department of Electrical (A.B.), Electronic and Information Engineering "Guglielmo Marconi" (DEI), University of Bologna, Italy; Laboratory for Cardiovascular Theranostics (S.B., L.B.), Cardiocentro Ticino Foundation, Lugano, Switzerland; Neurology Department (C.W.C., A.K.-L., G.M.), Neurocenter of Southern Switzerland, Ente Ospedaliero Cantonale, Lugano; and Immunobiology of Neurological Disorders Lab (C.F.), Institute of Experimental Neurology (INSpe) and Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy.
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18
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Rapanotti MC, Campione E, Suarez Viguria TM, Spallone G, Costanza G, Rossi P, Orlandi A, Valenti P, Bernardini S, Bianchi L. Stem-Mesenchymal Signature Cell Genes Detected in Heterogeneous Circulating Melanoma Cells Correlate With Disease Stage in Melanoma Patients. Front Mol Biosci 2020; 7:92. [PMID: 32548126 PMCID: PMC7272706 DOI: 10.3389/fmolb.2020.00092] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2020] [Accepted: 04/22/2020] [Indexed: 12/17/2022] Open
Abstract
During the process of metastasis, cancer cells dissociate from primary tumors, migrate to distal sites, and finally colonize, eventually leading to the formation of metastatic tumors. These cancer cells, defined circulating tumor cells (CTCs) spreading through the blood stream, may develop metastatic lesions or remain dormant. Some emerging clinical evidence supports that some tumor cells may possess metastatic properties already in the earlier stages of tumorigenesis. Because the initiation and progression of vertical growth in human melanoma is fundamental to the notion of tumor virulence and progression, we decided to immune-magnetic collect and molecularly characterize circulating melanoma cells (CMCs) from melanoma patients AJCC staged = pT1b (i.e., transition from radial to vertical phase). CMCs are phenotypically and molecularly heterogeneous, thus we performed a "home-made Liquid-Biopsy," by targeting the melanoma-associated-antigen, MCAM/MUC18/CD146, and/or the melanoma-initiating marker, ABCB5. We assessed a biomarker qualitative expression panel, contemplating the angiogenic-potential, melanoma-initiating and melanoma-differentiation drivers, cell-cell adhesion molecules, matrix-metallo-proteinases, which was performed on three enriched subpopulations from a total of 61 blood-samples from 21 melanoma patients. At first, a significant differential expression of the specific transcripts was documented between and within the CMC fractions enriched with MCAM-, ABCB5-, and both MCAM/ABCB5-coated beads, when analyzing two distinct groups: early AJCC- (stage I-II) and advanced- staged patients (stage II-IV). Moreover, in the early-AJCC staged-group, we could distinguish "endothelial," CD45-MCAM+ enriched-, "stem" S-CMCs, CD45-ABCB5+ enriched- and a third hybrid bi-phenotypic CD45-MCAM+/ABCB5+ enriched-fractions, due to three distinct gene-expression profiles. In particular, the endothelial-CMCs were characterized by positive expression of genes involved in migration and invasion, whilst the stem CMC-fraction only expressed stem and differentiation markers. The third subpopulation isolated based on concurrent MCAM and ABCB5 protein expression showed an invasive phenotype. All three distinct CMCs sub-populations, exhibited a primitive, "stem-mesenchymal" profile suggesting a highly aggressive and metastasizing phenotype. This study confirms the phenotypic and molecular heterogeneity observed in melanoma and highlights those putative genes involved in early melanoma spreading and disease progression.
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Affiliation(s)
- Maria Cristina Rapanotti
- Department of Onco-Haematology, Tor Vergata University of Rome, Rome, Italy.,Department of Experimental Medicine, Tor Vergata University of Rome, Rome, Italy
| | - Elena Campione
- Department of Dermatology, Tor Vergata University of Rome, Rome, Italy
| | - Tara Mayte Suarez Viguria
- Department of Onco-Haematology, Tor Vergata University of Rome, Rome, Italy.,Department of Experimental Medicine, Tor Vergata University of Rome, Rome, Italy
| | - Giulia Spallone
- Department of Dermatology, Tor Vergata University of Rome, Rome, Italy
| | - Gaetana Costanza
- Anatomic Pathology Division, Department of Biomedicine and Prevention, Tor Vergata University of Rome, Rome, Italy
| | - Piero Rossi
- Surgery Division, Department of Systems Medicine, Tor Vergata University of Rome, Rome, Italy
| | - Augusto Orlandi
- Anatomic Pathology Division, Department of Biomedicine and Prevention, Tor Vergata University of Rome, Rome, Italy
| | - Piera Valenti
- Department of Public Health and Infectious Diseases, Sapienza University of Rome, Rome, Italy
| | - Sergio Bernardini
- Department of Experimental Medicine, Tor Vergata University of Rome, Rome, Italy
| | - Luca Bianchi
- Department of Dermatology, Tor Vergata University of Rome, Rome, Italy
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19
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Lucci A, Hall CS, Patel SP, Narendran B, Bauldry JB, Royal RE, Karhade M, Upshaw JR, Wargo JA, Glitza IC, Wong MKK, Amaria RN, Tawbi HA, Diab A, Davies MA, Gershenwald JE, Lee JE, Hwu P, Ross MI. Circulating Tumor Cells and Early Relapse in Node-positive Melanoma. Clin Cancer Res 2020; 26:1886-1895. [PMID: 32015020 DOI: 10.1158/1078-0432.ccr-19-2670] [Citation(s) in RCA: 35] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2019] [Revised: 12/09/2019] [Accepted: 01/29/2020] [Indexed: 02/03/2023]
Abstract
PURPOSE There is a need for sensitive, reproducible biomarkers for patients with stage III melanoma to guide clinical decision making. Circulating tumor cells (CTCs) can be detected in patients with melanoma; however, there are limited data regarding their significance in stage III disease. The aim of this study was to determine whether CTCs are associated with early relapse in stage III melanoma. EXPERIMENTAL DESIGN We prospectively assessed CTCs at first presentation in clinic (baseline) for 243 patients with stage III melanoma. CTCs were measured using the CellSearch System. Relapse-free survival (RFS) was compared between patients with one or more baseline CTC versus those with no CTCs. Log-rank test and Cox regression analysis were applied to establish associations of CTCs with RFS. RESULTS At least one baseline CTC was identified in 90 of 243 (37%) patients. Forty-five (19%), 67 (28%), 118 (49%), and 13 (5%) patients were stage IIIA, IIIB, IIIC, or IIID, respectively. CTC detection was not associated with substage, or primary tumor characteristics. Multivariable analysis demonstrated that the detection of ≥1 baseline CTC was significantly associated with decreased 6-month RFS [log-rank, P < 0.0001; HR, 3.62, 95% confidence interval (CI), 1.78-7.36; P < 0.0001] and 54-month RFS (log-rank, P = 0.01; HR, 1.69; 95% CI, 1.13-2.54; P = 0.01). CONCLUSIONS ≥1 CTC was independently associated with melanoma relapse, suggesting that CTC assessment may be useful to identify patients at risk for relapse who could derive benefit from adjuvant therapy.
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Affiliation(s)
- Anthony Lucci
- Department of Breast Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas.
| | - Carolyn S Hall
- Department of Breast Surgery-Research, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Sapna P Patel
- Department of Melanoma Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Boomadevi Narendran
- Department of Breast Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Jessica B Bauldry
- Department of Breast Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Richard E Royal
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Mandar Karhade
- Department of Breast Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Joshua R Upshaw
- Department of Breast Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Jennifer A Wargo
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Isabella C Glitza
- Department of Melanoma Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Michael K K Wong
- Department of Melanoma Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Rodabe N Amaria
- Department of Melanoma Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Hussein A Tawbi
- Department of Melanoma Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Adi Diab
- Department of Melanoma Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Michael A Davies
- Department of Melanoma Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Jeffrey E Gershenwald
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Jeffrey E Lee
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Patrick Hwu
- Department of Melanoma Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Merrick I Ross
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
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20
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Rowling EJ, Miskolczi Z, Nagaraju R, Wilcock DJ, Wang P, Telfer B, Li Y, Lasheras-Otero I, Redondo-Muñoz M, Sharrocks AD, Arozarena I, Wellbrock C. Cooperative behaviour and phenotype plasticity evolve during melanoma progression. Pigment Cell Melanoma Res 2020; 33:695-708. [PMID: 32145051 PMCID: PMC7496243 DOI: 10.1111/pcmr.12873] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2019] [Revised: 02/04/2020] [Accepted: 02/28/2020] [Indexed: 01/06/2023]
Abstract
A major challenge for managing melanoma is its tumour heterogeneity based on individual co-existing melanoma cell phenotypes. These phenotypes display variable responses to standard therapies, and they drive individual steps of melanoma progression; hence, understanding their behaviour is imperative. Melanoma phenotypes are defined by distinct transcriptional states, which relate to different melanocyte lineage development phases, ranging from a mesenchymal, neural crest-like to a proliferative, melanocytic phenotype. It is thought that adaptive phenotype plasticity based on transcriptional reprogramming drives melanoma progression, but at which stage individual phenotypes dominate and moreover, how they interact is poorly understood. We monitored melanocytic and mesenchymal phenotypes throughout melanoma progression and detected transcriptional reprogramming at different stages, with a gain in mesenchymal traits in circulating melanoma cells (CTCs) and proliferative features in metastatic tumours. Intriguingly, we found that distinct phenotype populations interact in a cooperative manner, which generates tumours of greater "fitness," supports CTCs and expands organotropic cues in metastases. Fibronectin, expressed in mesenchymal cells, acts as key player in cooperativity and promotes survival of melanocytic cells. Our data reveal an important role for inter-phenotype communications at various stages of disease progression, suggesting these communications could act as therapeutic target.
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Affiliation(s)
- Emily J Rowling
- Manchester Cancer Research Centre, Division of Cancer Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester, UK
| | - Zsofia Miskolczi
- Manchester Cancer Research Centre, Division of Cancer Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester, UK
| | - Raghavendar Nagaraju
- Manchester Cancer Research Centre, Division of Cancer Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester, UK
| | - Daniel J Wilcock
- Manchester Cancer Research Centre, Division of Cancer Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester, UK
| | - Ping Wang
- Bioinformatics Core Facility, Faculty of Biology, Medicine and Health, University of Manchester, Manchester, UK
| | - Brian Telfer
- Division of Pharmacy and Optometry, Faculty of Biology, Medicine and Health, University of Manchester, Manchester, UK
| | - Yaoyong Li
- Division of Molecular and Cellular Function, Faculty of Biology, Medicine and Health, University of Manchester, Manchester, UK
| | - Irene Lasheras-Otero
- Navarrabiomed, Complejo Hospitalario de Navarra (CHN), Instituto de Investigación Sanitaria de Navarra (IdiSNA), Universidad Pública de Navarra (UPNA), Pamplona, Spain
| | - Marta Redondo-Muñoz
- Navarrabiomed, Complejo Hospitalario de Navarra (CHN), Instituto de Investigación Sanitaria de Navarra (IdiSNA), Universidad Pública de Navarra (UPNA), Pamplona, Spain
| | - Andrew D Sharrocks
- Division of Molecular and Cellular Function, Faculty of Biology, Medicine and Health, University of Manchester, Manchester, UK
| | - Imanol Arozarena
- Navarrabiomed, Complejo Hospitalario de Navarra (CHN), Instituto de Investigación Sanitaria de Navarra (IdiSNA), Universidad Pública de Navarra (UPNA), Pamplona, Spain
| | - Claudia Wellbrock
- Manchester Cancer Research Centre, Division of Cancer Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester, UK
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21
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Tucci M, D'Oronzo S, Mannavola F, Felici C, Lovero D, Cafforio P, Palmirotta R, Silvestris F. Dual-procedural separation of CTCs in cutaneous melanoma provides useful information for both molecular diagnosis and prognosis. Ther Adv Med Oncol 2020; 12:1758835920905415. [PMID: 32206092 PMCID: PMC7074504 DOI: 10.1177/1758835920905415] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2019] [Accepted: 01/15/2019] [Indexed: 12/25/2022] Open
Abstract
Background: Circulating tumor cells (CTCs) have recently emerged as a new dynamic soluble marker for several malignancies including cutaneous melanoma (CM) and are suitable for prognostic evaluations and treatment monitoring. However, to date many limitations still hamper the wide-scale application of CTCs in CM setting, including the lack of standardized methods as well as both low levels and heterogeneity of these cells. Methods: We developed a protocol for CTC detection in CM based on immune-magnetic sorting to deplete CD45-, CD31- or CD34-positive cells, followed by dielectrophoretic DEPArray separation according to cell morphology and immunophenotype. To this end, we explored the expression of melanoma stem cell antigens (CD271, ABCB5, and RANK) and the epithelial-to-mesenchymal transition markers (N-Cad, -CD44, and -MCAM/CD146) on CTCs from 17 stage IV CM patients, and investigated their BRAF mutational status by droplet digital PCR. Results: The number of CTCs isolated from CM patients ranged from 2 to 91 cells (38 ± 6.4) with respect to healthy donors (p < 0.0002). To confirm the melanoma origin of isolated cells, we observed an 80% agreement between their BRAFV600 mutational status and matched primary tumors. The characterization of the immune phenotype of isolated cells revealed high interindividual and intraindividual heterogeneity that was found to correlate with the clinical outcome. Conclusions: The dual-step protocol of immune-magnetic sorting and subsequent dielectrophoretic DEPArray separation, turned out to be a suitable method to isolate viable CTCs from stage IV melanoma patients and enabled quantitative and qualitative analyses on these cells, which may deserve prospective evaluation for potential use in the clinical practice.
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Affiliation(s)
- Marco Tucci
- DIMO, Department of Biomedical Sciences and Clinical Oncology, University of Bari 'Aldo Moro', P.za Giulio Cesare, 11, Bari, 70124, Italy
| | - Stella D'Oronzo
- DIMO, Department of Biomedical Sciences and Clinical Oncology, University of Bari 'Aldo Moro' Italy
| | - Francesco Mannavola
- DIMO, Department of Biomedical Sciences and Clinical Oncology, University of Bari 'Aldo Moro' Italy
| | - Claudia Felici
- DIMO, Department of Biomedical Sciences and Clinical Oncology, University of Bari 'Aldo Moro' Italy
| | - Domenica Lovero
- DIMO, Department of Biomedical Sciences and Clinical Oncology, University of Bari 'Aldo Moro' Italy
| | - Paola Cafforio
- DIMO, Department of Biomedical Sciences and Clinical Oncology, University of Bari 'Aldo Moro' Italy
| | - Raffaele Palmirotta
- DIMO, Department of Biomedical Sciences and Clinical Oncology, University of Bari 'Aldo Moro' Italy
| | - Franco Silvestris
- DIMO, Department of Biomedical Sciences and Clinical Oncology, University of Bari 'Aldo Moro' Italy
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22
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Pandiaraja J. Cutaneous Malignant Melanoma and Targeted Therapy Based on the Biomarkers. Indian J Med Paediatr Oncol 2019. [DOI: 10.4103/ijmpo.ijmpo_204_18] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022] Open
Abstract
AbstractMalignant melanoma is the most aggressive form of cutaneous malignancy. It accounts for more than 75% of cancer-related deaths among cutaneous malignancies. It accounts for <5% of cutaneous malignancy. Numerous biomarkers are used in malignant melanoma with varying clinical applications, including diagnostic purposes, prognosis, therapeutic purpose, and targeted therapy against melanoma. Systemic chemotherapy in malignant melanoma has little benefit compared to immunotherapy and targeted therapy. The observed overall survival with systemic chemotherapy is much less compared with targeted therapy in advanced or metastatic melanoma. Various targeted therapies are currently used in melanoma treatment including BRAF inhibitors such as vemurafenib and dabrafenib; MEK inhibitors such as trametinib; anti-CTLA-4 antibodies such as ipilimumab; and anti-programmed cell death 1 antibodies such as nivolumab, pembrolizumab, and pidilizumab. This study discusses the role of biomarkers and targeted therapies based on the biomarker.
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Affiliation(s)
- Jayabal Pandiaraja
- Department of General Surgery, Care Hospital, Chennai, Tamil Nadu, India
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23
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Zheng YJ, Traspas RM, Ortiz-Urda S. LncRNAs as Biomarkers for Melanoma. HUMAN SKIN CANCERS - PATHWAYS, MECHANISMS, TARGETS AND TREATMENTS 2018. [DOI: 10.5772/intechopen.70499] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/03/2024]
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24
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Gaiser MR, von Bubnoff N, Gebhardt C, Utikal JS. Liquid Biopsy zur Überwachung von Melanompatienten. J Dtsch Dermatol Ges 2018; 16:405-416. [DOI: 10.1111/ddg.13461_g] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2017] [Accepted: 10/21/2017] [Indexed: 01/03/2023]
Affiliation(s)
- Maria Rita Gaiser
- Klinische Kooperationseinheit Klinische Kooperationseinheit Dermatoonkologie des Deutschen; Krebsforschungszentrums (DKFZ); Heidelberg Deutschland
- Klinik für Dermatologie, Venerologie und Allergologie, Universitätsmedizin Mannheim, Ruprecht-Karls-Universität Heidelberg; Mannheim Deutschland
| | - Nikolas von Bubnoff
- Klinik für Hämatologie; Onkologie und Stammzelltransplantation; Universitätsklinikum Freiburg; Deutschland
- Deutsches Konsortium für Translationale Krebsforschung (DKTK); Deutsches Krebsforschungszentrum (DKFZ); Heidelberg Deutschland
| | - Christoffer Gebhardt
- Klinische Kooperationseinheit Klinische Kooperationseinheit Dermatoonkologie des Deutschen; Krebsforschungszentrums (DKFZ); Heidelberg Deutschland
- Klinik für Dermatologie, Venerologie und Allergologie, Universitätsmedizin Mannheim, Ruprecht-Karls-Universität Heidelberg; Mannheim Deutschland
| | - Jochen Sven Utikal
- Klinische Kooperationseinheit Klinische Kooperationseinheit Dermatoonkologie des Deutschen; Krebsforschungszentrums (DKFZ); Heidelberg Deutschland
- Klinik für Dermatologie, Venerologie und Allergologie, Universitätsmedizin Mannheim, Ruprecht-Karls-Universität Heidelberg; Mannheim Deutschland
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25
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Gaiser MR, von Bubnoff N, Gebhardt C, Utikal JS. Liquid biopsy to monitor melanoma patients. J Dtsch Dermatol Ges 2018. [PMID: 29512873 DOI: 10.1111/ddg.13461] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
During the last six years, several innovative, systemic therapies for the treatment of metastatic malignant melanoma (MM) have emerged. Conventional chemotherapy has been superseded by novel first-line therapies, including systemic immunotherapies (anti-CTLA4 and anti-PD1; authorization of anti-PDL1 is anticipated) and therapies targeting specific mutations (BRAF, NRAS, and c-KIT). Thus, treating physicians are confronted with new challenges, such as stratifying patients for appropriate treatments and monitoring long-term responders for progression. Consequently, reliable methods for monitoring disease progression or treatment resistance are necessary. Localized and advanced cancers may generate circulating tumor cells and circulating tumor DNA (ctDNA) that can be detected and quantified from peripheral blood samples (liquid biopsy). For melanoma patients, liquid biopsy results may be useful as novel predictive biomarkers to guide therapeutic decisions, particularly in the context of mutation-based targeted therapies. The challenges of using liquid biopsy include strict criteria for the phenotypic nature of circulating MM cells or their fragments and the instability of ctDNA in blood. The limitations of liquid biopsy in routine diagnostic testing are discussed in this review.
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Affiliation(s)
- Maria Rita Gaiser
- Skin Cancer Unit, German Cancer Research Center (DKFZ), Heidelberg, Germany.,Department of Dermatology, Venereology and Allergology, University Medical Center Mannheim, Ruprecht-Karl University of Heidelberg, Mannheim, Germany
| | - Nikolas von Bubnoff
- Department of Hematology, Oncology and Stem Cell Transplantation, Medical Center University of Freiburg, Germany.,German Cancer Consortium (DKTK) and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Christoffer Gebhardt
- Skin Cancer Unit, German Cancer Research Center (DKFZ), Heidelberg, Germany.,Department of Dermatology, Venereology and Allergology, University Medical Center Mannheim, Ruprecht-Karl University of Heidelberg, Mannheim, Germany
| | - Jochen Sven Utikal
- Skin Cancer Unit, German Cancer Research Center (DKFZ), Heidelberg, Germany.,Department of Dermatology, Venereology and Allergology, University Medical Center Mannheim, Ruprecht-Karl University of Heidelberg, Mannheim, Germany
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