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Asante DB, Morici M, Mohan GRKA, Acheampong E, Spencer I, Lin W, van Miert P, Gibson S, Beasley AB, Ziman M, Calapre L, Meniawy TM, Gray ES. Multi-Marker Immunofluorescent Staining and PD-L1 Detection on Circulating Tumour Cells from Ovarian Cancer Patients. Cancers (Basel) 2021; 13:6225. [PMID: 34944844 DOI: 10.3390/cancers13246225] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2021] [Revised: 12/05/2021] [Accepted: 12/08/2021] [Indexed: 01/02/2023] Open
Abstract
Simple Summary Circulating tumour cells (CTCs) have the potential to serve as a rich source of information for cancer diagnostic and therapeutic decisions. To fully exploit this minimally invasive diagnostic resource requires techniques that aid in enriching heterogenous populations of CTCs and markers to efficiently characterise these cells as tumour derived. In the present study we eva-luated the microfluidic enrichment of CTCs and a multi-marker staining methodology for the identification of heterogeneous CTCs in ovarian cancer (OC) patients and evaluation of PD-L1 expression. We showed, for the first time, the existence of hybrid CTCs with an epithelial/mesenchymal phenotype and their association with PD-L1 in OC. Incorporation of this method in future clinical trials can help predict immunotherapy responsiveness in OC patients. Abstract Detection of ovarian cancer (OC) circulating tumour cells (CTCs) is primarily based on targeting epithelial markers, thus failing to detect mesenchymal tumour cells. More importantly, the immune checkpoint inhibitor marker PD-L1 has not been demonstrated on CTCs from OC patients. An antibody staining protocol was developed and tested using SKOV-3 and OVCA432 OC cell lines. We targeted epithelial (cytokeratin (CK) and EpCAM), mesenchymal (vimentin), and OC-specific (PAX8) markers for detection of CTCs, and CD45/16 and CD31 were used for the exclusion of white blood and vascular endothelial cells, respectively. PD-L1 was used for CTC characterisation. CTCs were enriched using the Parsortix™ system from 16 OC patients. Results revealed the presence of CTCs in 10 (63%) cases. CTCs were heterogeneous, with 113/157 (72%) cells positive for CK/EpCAM (epithelial marker), 58/157 (37%) positive for vimentin (mesenchymal marker), and 17/157 (11%) for both (hybrid). PAX8 was only found in 11/157 (7%) CTCs. In addition, 62/157 (39%) CTCs were positive for PD-L1. Positivity for PD-L1 was significantly associated with the hybrid phenotype when compared with the epithelial (p = 0.007) and mesenchymal (p = 0.0009) expressing CTCs. Characterisation of CTC phenotypes in relation to clinical outcomes is needed to provide insight into the role that epithelial to mesenchymal plasticity plays in OC and its relationship with PD-L1.
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Leonard MK, Puts GS, Pamidimukkala N, Adhikary G, Xu Y, Kwok E, Jin Y, Snyder D, Matsangos N, Novak M, Mahurkar A, Shetty AC, Slominski RM, De Fabo EC, Noonan FP, Day CP, Rigi M, Slominski AT, Webb MG, Craig DW, Merlino G, Eckert RL, Carpten JD, Manojlovic Z, Kaetzel DM. Comprehensive molecular profiling of UV-induced metastatic melanoma in Nme1/Nme2-deficient mice reveals novel markers of survival in human patients. Oncogene 2021. [PMID: 34433909 DOI: 10.1038/s41388-021-01998-w] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2021] [Revised: 08/05/2021] [Accepted: 08/17/2021] [Indexed: 12/13/2022]
Abstract
Hepatocyte growth factor-overexpressing mice that harbor a deletion of the Ink4a/p16 locus (HP mice) form melanomas with low metastatic potential in response to UV irradiation. Here we report that these tumors become highly metastatic following hemizygous deletion of the Nme1 and Nme2 metastasis suppressor genes (HPN mice). Whole genome sequencing of melanomas from HPN mice revealed a striking increase in lung metastatic activity that is associated with missense mutations in eight signature genes (Arhgap35, Atp8b4, Brca1, Ift172, Kif21b, Nckap5, Pcdha2 and Zfp869). RNA-seq analysis of transcriptomes from HP and HPN primary melanomas identified a 32-gene signature (HPN lung metastasis signature) for which decreased expression is strongly associated with lung metastatic potential. Analysis of transcriptome data from The Cancer Genome Atlas revealed expression profiles of these genes that predict improved survival of patients with cutaneous or uveal melanoma. Silencing of three representative HPN lung metastasis signature genes (ARRDC3, NYNRIN, RND3) in human melanoma cells resulted in increased invasive activity, consistent with roles for these genes as mediators of the metastasis suppressor function of NME1 and NME2. In conclusion, our studies have identified a family of genes that mediate suppression of melanoma lung metastasis, and which may serve as prognostic markers and/or therapeutic targets for clinical management of metastatic melanoma.
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Pereira-Veiga T, González-Conde M, León-Mateos L, Piñeiro-Cid R, Abuín C, Muinelo-Romay L, Martínez-Fernández M, Brea Iglesias J, García González J, Anido U, Aguín-Losada S, Cebey V, Costa C, López-López R. Longitudinal CTCs gene expression analysis on metastatic castration-resistant prostate cancer patients treated with docetaxel reveals new potential prognosis markers. Clin Exp Metastasis 2021; 38:239-251. [PMID: 33635497 PMCID: PMC7987626 DOI: 10.1007/s10585-021-10075-1] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2020] [Accepted: 01/27/2021] [Indexed: 12/16/2022]
Abstract
CTCs have extensively been used for the monitoring and characterization of metastatic prostate cancer, but their application in the clinic is still very scarce. Besides, the resistance mechanisms linked to prostate cancer treatment remain unclear. Liquid biopsies represent the most promising alternative due to the complexity of biopsying bone metastasis and the duration of the disease. We performed a prospective longitudinal study in CTCs from 20 castration-resistant prostate cancer patients treated with docetaxel. For that, we used CellSearch® technology and a custom gene expression panel with qRT-PCR using a CTCs negative enrichment approach. We found that CTCs showed a hybrid phenotype during the disease, where epithelial features were associated with the presence of ≥ 5 CTCs/7.5 mL of blood, while high relative expression of the gene MYCL was observed preferentially in the set of samples with < 5 CTCs/7.5 mL of blood. At baseline, patients whose CTCs had stem or hybrid features showed a later progression. After 1 cycle of docetaxel, high relative expression of ZEB1 indicated worse outcome, while KRT19 and KLK3 high expression could predisposed the patients to a worse prognosis at clinical progression. In the present work we describe biomarkers with clinical relevance for the prediction of early response or resistance in castration-resistant prostate cancer patients. Besides, we question the utility of targeted isolated CTCs and the use of a limited number of markers to define the CTCs population.
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Affiliation(s)
- Thais Pereira-Veiga
- Roche-Chus Joint Unit, Translational Medical Oncology Group, Oncomet, Health Research Institute of Santiago de Compostela (IDIS), Travesía da Choupana s/n, 15706, Santiago de Compostela, Spain.,Department of Tumor Biology, Center of Experimental Medicine, University Medical Center Hamburg-Eppendorf, 20246, Hamburg, Germany
| | - Miriam González-Conde
- Roche-Chus Joint Unit, Translational Medical Oncology Group, Oncomet, Health Research Institute of Santiago de Compostela (IDIS), Travesía da Choupana s/n, 15706, Santiago de Compostela, Spain
| | - Luis León-Mateos
- Medical Oncology Department, University Clinical Hospital of Santiago de Compostela, 15706, Santiago de Compostela, Spain.,Translational Medical Oncology Group (Oncomet), Health Research Institute of Santiago de Compostela (IDIS), 15706, Santiago de Compostela, Spain
| | - Roberto Piñeiro-Cid
- Roche-Chus Joint Unit, Translational Medical Oncology Group, Oncomet, Health Research Institute of Santiago de Compostela (IDIS), Travesía da Choupana s/n, 15706, Santiago de Compostela, Spain.,Centro de Investigación Biomédica en Red Cáncer, CIBERONC, 28029, Madrid, Spain
| | - Carmen Abuín
- Roche-Chus Joint Unit, Translational Medical Oncology Group, Oncomet, Health Research Institute of Santiago de Compostela (IDIS), Travesía da Choupana s/n, 15706, Santiago de Compostela, Spain
| | - Laura Muinelo-Romay
- Centro de Investigación Biomédica en Red Cáncer, CIBERONC, 28029, Madrid, Spain.,Liquid Biopsy Analysis Unit, Translational Medical Oncology Group, Health Research Institute of Santiago de Santiago de Compostela (IDIS), Travesía da Choupana s/n, 15706, Santiago de Compostela, Spain
| | - Mónica Martínez-Fernández
- Genomes and Disease Lab. CIMUS, Universidade de Santiago de Compostela (USC), Avda. Barcelona 31, 15706, Santiago de Compostela, Spain
| | - Jenifer Brea Iglesias
- Genomes and Disease Lab. CIMUS, Universidade de Santiago de Compostela (USC), Avda. Barcelona 31, 15706, Santiago de Compostela, Spain
| | - Jorge García González
- Medical Oncology Department, University Clinical Hospital of Santiago de Compostela, 15706, Santiago de Compostela, Spain.,Centro de Investigación Biomédica en Red Cáncer, CIBERONC, 28029, Madrid, Spain.,Translational Medical Oncology Group (Oncomet), Health Research Institute of Santiago de Compostela (IDIS), 15706, Santiago de Compostela, Spain
| | - Urbano Anido
- Medical Oncology Department, University Clinical Hospital of Santiago de Compostela, 15706, Santiago de Compostela, Spain.,Translational Medical Oncology Group (Oncomet), Health Research Institute of Santiago de Compostela (IDIS), 15706, Santiago de Compostela, Spain
| | - Santiago Aguín-Losada
- Medical Oncology Department, University Clinical Hospital of Santiago de Compostela, 15706, Santiago de Compostela, Spain.,Translational Medical Oncology Group (Oncomet), Health Research Institute of Santiago de Compostela (IDIS), 15706, Santiago de Compostela, Spain
| | - Víctor Cebey
- Medical Oncology Department, University Clinical Hospital of Santiago de Compostela, 15706, Santiago de Compostela, Spain.,Translational Medical Oncology Group (Oncomet), Health Research Institute of Santiago de Compostela (IDIS), 15706, Santiago de Compostela, Spain
| | - Clotilde Costa
- Roche-Chus Joint Unit, Translational Medical Oncology Group, Oncomet, Health Research Institute of Santiago de Compostela (IDIS), Travesía da Choupana s/n, 15706, Santiago de Compostela, Spain. .,Centro de Investigación Biomédica en Red Cáncer, CIBERONC, 28029, Madrid, Spain.
| | - Rafael López-López
- Roche-Chus Joint Unit, Translational Medical Oncology Group, Oncomet, Health Research Institute of Santiago de Compostela (IDIS), Travesía da Choupana s/n, 15706, Santiago de Compostela, Spain.,Medical Oncology Department, University Clinical Hospital of Santiago de Compostela, 15706, Santiago de Compostela, Spain.,Centro de Investigación Biomédica en Red Cáncer, CIBERONC, 28029, Madrid, Spain.,Translational Medical Oncology Group (Oncomet), Health Research Institute of Santiago de Compostela (IDIS), 15706, Santiago de Compostela, Spain
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Abstract
The analysis of circulating tumor cells (CTCs) is an outstanding tool to provide insights into the biology of metastatic cancers, to monitor disease progression and with potential for use in liquid biopsy-based personalized cancer treatment. These goals are ambitious, yet recent studies are already allowing a sharper understanding of the strengths, challenges, and opportunities provided by liquid biopsy approaches. For instance, through single-cell-resolution genomics and transcriptomics, it is becoming increasingly clear that CTCs are heterogeneous at multiple levels and that only a fraction of them is capable of initiating metastasis. It also appears that CTCs adopt multiple ways to enhance their metastatic potential, including homotypic clustering and heterotypic interactions with immune and stromal cells. On the clinical side, both CTC enumeration and molecular analysis may provide new means to monitor cancer progression and to take individualized treatment decisions, but their use for early cancer detection appears to be challenging compared to that of other tumor derivatives such as circulating tumor DNA. In this review, we summarize current data on CTC biology and CTC-based clinical applications that are likely to impact our understanding of the metastatic process and to influence the clinical management of patients with metastatic cancer, including new prospects that may favor the implementation of precision medicine.
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Affiliation(s)
- Francesc Castro-Giner
- Department of Biomedicine, Cancer Metastasis Laboratory, University of Basel and University Hospital Basel, 4058, Basel, Switzerland.,Swiss Institute of Bioinformatics, 1015, Lausanne, Switzerland
| | - Nicola Aceto
- Department of Biomedicine, Cancer Metastasis Laboratory, University of Basel and University Hospital Basel, 4058, Basel, Switzerland.
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