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de Miguel-Perez D, Ortega FG, Tejada RG, Martínez-Única A, Peterson CB, Russo A, Gunasekaran M, Cardona AF, Amezcua V, Lorente JA, Expósito Hernández J, Rolfo C, Serrano MJ. Baseline extracellular vesicle miRNA-30c and autophagic CTCs predict chemoradiotherapy resistance and outcomes in patients with lung cancer. Biomark Res 2023; 11:98. [PMID: 37968730 PMCID: PMC10652484 DOI: 10.1186/s40364-023-00544-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2023] [Accepted: 11/09/2023] [Indexed: 11/17/2023] Open
Abstract
Concurrent chemoradiotherapy (cCRT) is the mainstay of treatment for patients diagnosed with locally advanced non-small cell lung cancer (NSCLC). One significant challenge in the effectiveness of this therapy is the potential development of resistance mechanisms, where autophagy up-regulation has been proposed as a key contributing factor. However, there is a lack of reliable biomarkers to predict outcomes on these patients. Interestingly, for addressing this gap, extracellular vesicles (EVs) and circulating tumor cells (CTCs) have emerged as potential sources of such biomarkers. In this study, we investigated EV-associated miRNAs and presence of autophagic CTCs in prospectively collected serial samples from 38 patients with stage III NSCLC undergoing cCRT. Our findings revealed that non-responders exhibited low levels of baseline EV miR-375, miR-200c, and miR-30c. In particular, EV miR-30c showed high predictive value with an area under the curve of 87.2%. Low EV miR-30c and the presence of autophagic-activated CTCs emerged as independent predictive biomarkers for shorter relapse-free survival and overall survival. Furthermore, in experimental models simulating the effects of chemo- and radiotherapy, the administration of miR-30c, either through direct transfection or encapsulation into human EVs, led to the inhibition of autophagy in these cells. This is the first report demonstrating that EV miR-30c inhibits tumor autophagy and its quantification, together with autophagic-activated CTCs, could be used as biomarkers for the stratification and monitoring of patients with NSCLC undergoing cCRT, and they may hold promising potential for guiding subsequent consolidation treatment with immunotherapy or other novel therapies based on autophagy inhibitors.
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Affiliation(s)
- Diego de Miguel-Perez
- Center for Thoracic Oncology, Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, One Gustave L. Levy Place, New York, NY, 10029, USA
- Liquid Biopsy and Cancer Interception Group, GENYO, Centre for Genomics and Oncological Research, Pfizer/University of Granada/Andalusian Regional Government, PTS Granada, Avenida de la Ilustración 114, Granada, 18016, Spain
- Laboratory of Genetic Identification, Legal Medicine and Toxicology Department, Faculty of Medicine, University of Granada, Avenida de la Investigación 11, Granada, 18071, Spain
| | - Francisco Gabriel Ortega
- Liquid Biopsy and Cancer Interception Group, GENYO, Centre for Genomics and Oncological Research, Pfizer/University of Granada/Andalusian Regional Government, PTS Granada, Avenida de la Ilustración 114, Granada, 18016, Spain
- Biomedical Research Institute IBS-Granada, Avda. de Madrid, 15, Granada, 18012, Spain
| | - Rosario Guerrero Tejada
- Radiation Oncology Department, Virgen de las Nieves University Hospital, Avenida de las Fuerzas Armadas 2, Granada, 18014, Spain
| | - Antonio Martínez-Única
- Radiation Oncology Department, Virgen de las Nieves University Hospital, Avenida de las Fuerzas Armadas 2, Granada, 18014, Spain
| | - Christine B Peterson
- Biostatistics, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Blvd, Houston, TX, 77030, USA
| | - Alessandro Russo
- Marlene and Stewart Greenebaum Comprehensive Cancer Center, University of Maryland School of Medicine, 22 S. Greene Street, Baltimore, MD, 21201, USA
| | - Muthukumar Gunasekaran
- Marlene and Stewart Greenebaum Comprehensive Cancer Center, University of Maryland School of Medicine, 22 S. Greene Street, Baltimore, MD, 21201, USA
- Departments of Surgery and Pediatrics, Ann and Robert H. Lurie Children's Hospital of Chicago, Feinberg School of Medicine, Northwestern University, 225 E Chicago Ave, Chicago, IL, 60611, USA
| | - Andres F Cardona
- Luis Carlos Sarmiento Angulo Cancer Treatment and Research Center (CTIC) / Foundation for Clinical and Applied Cancer Research (FICMAC) / Molecular Oncology and Biology Systems Research Group (Fox-G), Universidad El Bosque, Bogotá, Colombia
| | - Victor Amezcua
- Integral Oncology Division, Virgen de las Nieves University Hospital, Av. Dr. Olóriz 16, Granada, 18012, Spain
| | - Jose Antonio Lorente
- Liquid Biopsy and Cancer Interception Group, GENYO, Centre for Genomics and Oncological Research, Pfizer/University of Granada/Andalusian Regional Government, PTS Granada, Avenida de la Ilustración 114, Granada, 18016, Spain
- Laboratory of Genetic Identification, Legal Medicine and Toxicology Department, Faculty of Medicine, University of Granada, Avenida de la Investigación 11, Granada, 18071, Spain
| | - Jose Expósito Hernández
- Biomedical Research Institute IBS-Granada, Avda. de Madrid, 15, Granada, 18012, Spain
- Radiation Oncology Department, Virgen de las Nieves University Hospital, Avenida de las Fuerzas Armadas 2, Granada, 18014, Spain
| | - Christian Rolfo
- Center for Thoracic Oncology, Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, One Gustave L. Levy Place, New York, NY, 10029, USA.
| | - Maria Jose Serrano
- Liquid Biopsy and Cancer Interception Group, GENYO, Centre for Genomics and Oncological Research, Pfizer/University of Granada/Andalusian Regional Government, PTS Granada, Avenida de la Ilustración 114, Granada, 18016, Spain.
- Biomedical Research Institute IBS-Granada, Avda. de Madrid, 15, Granada, 18012, Spain.
- Integral Oncology Division, Virgen de las Nieves University Hospital, Av. Dr. Olóriz 16, Granada, 18012, Spain.
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González-Martínez C, Garrido-Navas C, Alcaide-Lucena M, Hidalgo JL, Ortega FG, Serrano MJ. microRNAs signature in relapse metastasis and de novo metastasis of breast cancer. A systematic review. Crit Rev Oncol Hematol 2023:104060. [PMID: 37353177 DOI: 10.1016/j.critrevonc.2023.104060] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2023] [Revised: 06/12/2023] [Accepted: 06/19/2023] [Indexed: 06/25/2023] Open
Abstract
miRNAs have been widely identified as important players in cancer development and progression. Metastasis in breast cancer can occur as relapse of a treated primary tumour or at the time of diagnosis of the tumour. The aim of this review is to show if both metastasis are different molecular entities characterised by different miRNA signatures that could be studied as specific biomarkers for each entity. For this, we systematically searched the PubMed, Scopus and Web of Science databases. After searching and reviewing the literature, a total of 30 records were included in this review. Results showed a genetic signature including a total of 5 upregulated miRNAs in metastasis compared with early stages. Of them, miR-23b and miR-200c were exclusively present in relapse metastasis. Finally, we proposed a molecular signature for future studies that can be used as a complementary tool at clinical trials for the diagnosis and characterization of metastasis.
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Affiliation(s)
- Coral González-Martínez
- GENYO, Centre for Genomics and Oncological Research, Pfizer/University of Granada/Andalusian Regional Government. Avenida de la Ilustracion 114, 18016 Granada, Spain; IBS Granada, Institute of Biomedical Research. Avenida de Madrid 15, 18012 Granada, Spain; Department of Legal Medicine, University of Granada, Av. de la Investigación, 11, 18071 Granada, Spain
| | - Carmen Garrido-Navas
- GENYO, Centre for Genomics and Oncological Research, Pfizer/University of Granada/Andalusian Regional Government. Avenida de la Ilustracion 114, 18016 Granada, Spain; IBS Granada, Institute of Biomedical Research. Avenida de Madrid 15, 18012 Granada, Spain
| | - Miriam Alcaide-Lucena
- GENYO, Centre for Genomics and Oncological Research, Pfizer/University of Granada/Andalusian Regional Government. Avenida de la Ilustracion 114, 18016 Granada, Spain; General Surgery and Digestive System Unit, Hospital Clínico San Cecilio, 18016 Granada, Spain
| | - J López Hidalgo
- GENYO, Centre for Genomics and Oncological Research, Pfizer/University of Granada/Andalusian Regional Government. Avenida de la Ilustracion 114, 18016 Granada, Spain; IBS Granada, Institute of Biomedical Research. Avenida de Madrid 15, 18012 Granada, Spain; Pathological Anatomy Unit, Hospital Clínico San Cecilio, 18016 Granada, Spain
| | - Francisco Gabriel Ortega
- GENYO, Centre for Genomics and Oncological Research, Pfizer/University of Granada/Andalusian Regional Government. Avenida de la Ilustracion 114, 18016 Granada, Spain; IBS Granada, Institute of Biomedical Research. Avenida de Madrid 15, 18012 Granada, Spain.
| | - María José Serrano
- GENYO, Centre for Genomics and Oncological Research, Pfizer/University of Granada/Andalusian Regional Government. Avenida de la Ilustracion 114, 18016 Granada, Spain; IBS Granada, Institute of Biomedical Research. Avenida de Madrid 15, 18012 Granada, Spain; Integral Oncology Division, Hospital Virgen de las Nieves, 18014 Granada, Spain.
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Forteza-Genestra MA, Antich-Rosselló M, Ortega FG, Ramis-Munar G, Calvo J, Gayà A, Monjo M, Ramis JM. Labeling of Extracellular Vesicles for Monitoring Migration and Uptake in Cartilage Explants. J Vis Exp 2021. [PMID: 34661583 DOI: 10.3791/62780] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/31/2022] Open
Abstract
Extracellular vesicles (EVs) are used in different studies to prove their potential as a cell-free treatment due to their cargo derived from their cellular source, such as platelet lysate (PL). When used as treatment, EVs are expected to enter the target cells and effect a response from these. In this research, PL-derived EVs have been studied as a cell-free treatment for osteoarthritis (OA). Thus, a method was set up to label EVs and test their uptake on cartilage explants. PL-derived EVs are labeled with the lipophilic dye PKH26, washed twice through a column, and then tested in an in vitro inflammation-driven OA model for 5 h after particle quantification by nanoparticle tracking analysis (NTA). Hourly, cartilage explants are fixed, paraffined, cut into 6 µm sections to mount on slides, and observed under a confocal microscope. This allows verification of whether EVs enter the target cells (chondrocytes) during this period and analyze their direct effect.
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Affiliation(s)
- Maria Antònia Forteza-Genestra
- Cell Therapy and Tissue Engineering Group, Research Institute on Health Sciences (IUNICS), University of the Balearic Islands; Health Research Institute of the Balearic Islands (IdISBa)
| | - Miquel Antich-Rosselló
- Cell Therapy and Tissue Engineering Group, Research Institute on Health Sciences (IUNICS), University of the Balearic Islands; Health Research Institute of the Balearic Islands (IdISBa)
| | - Francisco Gabriel Ortega
- Cell Therapy and Tissue Engineering Group, Research Institute on Health Sciences (IUNICS), University of the Balearic Islands; Health Research Institute of the Balearic Islands (IdISBa)
| | - Guillem Ramis-Munar
- Cellomics Unit, Institut Universitari d'Investigació en Ciències de la Salut (IUNICS), Universitat de les Illes Balears
| | - Javier Calvo
- Cell Therapy and Tissue Engineering Group, Research Institute on Health Sciences (IUNICS), University of the Balearic Islands; Health Research Institute of the Balearic Islands (IdISBa); Fundació Banc de Sang i Teixits de les Illes Balears (FBSTIB)
| | - Antoni Gayà
- Cell Therapy and Tissue Engineering Group, Research Institute on Health Sciences (IUNICS), University of the Balearic Islands; Health Research Institute of the Balearic Islands (IdISBa); Fundació Banc de Sang i Teixits de les Illes Balears (FBSTIB)
| | - Marta Monjo
- Cell Therapy and Tissue Engineering Group, Research Institute on Health Sciences (IUNICS), University of the Balearic Islands; Health Research Institute of the Balearic Islands (IdISBa);
| | - Joana Maria Ramis
- Cell Therapy and Tissue Engineering Group, Research Institute on Health Sciences (IUNICS), University of the Balearic Islands; Health Research Institute of the Balearic Islands (IdISBa);
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de Miguel Perez D, Tejada RG, Russo A, Ortega FG, Martínez-Única A, Gunasekaran M, Lorente JA, Exposito J, Fernandez MJS, Rolfo C. Abstract PO-063: Extracellular vesicle miRNAs and autophagic CTCs: Predictive and prognostic biomarkers in radiotherapy treated NSCLC patients. Clin Cancer Res 2021. [DOI: 10.1158/1557-3265.radsci21-po-063] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Introduction: Most non-small cell lung carcinoma (NSCLC) patients are diagnosed at advanced stages, when the prognosis is dismal. Thoracic irradiation in combination with chemotherapy have demonstrated to increase the survival of these patients, however, progression is still developed early. The failure of the treatment may be caused by inaccurate patient stratification due to the heterogeneous and evolving nature of tumors that tissue biopsy fails to reflect. Therefore, real-time predictive and prognostic biomarkers are needed to improve the survival of NSCLC patients. In this context, miRNAs are potential markers as they regulate the expression of cancer genes and can be selectively encapsulated into extracellular vesicles (EVs) by cancer cells and found in blood circulation. Similarly, circulating tumor cells (CTCs) are a key event in the metastatic process that shredded into the circulation resemble the features of the tissue of origin. Thus, CTCs can act as tissue surrogates and potential predictive and prognostic factors in these irradiated patients. Recent evidence has associated autophagy activation to an increased resistance to radiotherapy and chemotherapy. However, controversial reports showed a dual role of autophagy during tumor cell survival, thus requiring further research to be done. In this work, we aimed to identify the predictive and prognostic role of specific EV miRNAs and autophagic CTCs in advanced NSCLC patients under concomitant radio-chemotherapy. Methods: This study prospectively enrolled 38 locally advanced NSCLC patients under concomitant radio-chemotherapy (cisplatin-vinorelbine/carboplatin-taxol). Peripheral blood samples were drawn before, during, and after the treatment. CTCs were immunomagnetically isolated and autophagic activity was characterized by immunofluorescence. EVs were isolated by ultracentrifugation methods and specific miRNAs were analyzed by RT-PCR. Internal validation of the predictive model was performed by bootstrap approach. Results: The increase of EV-miR-375 and miR-200c was associated with the reduction of autophagic CTCs along the treatment (p=0.013 & p=0.025). Moreover, baseline levels of EV-miR-375, miR-200c, and miR-30c predicted the response to the treatment with an area under the curve (AUC) of 86%. The presence of autophagic CTCs and low EV-miR-30c were independent prognostic biomarkers for shorter relapse-free survival (p=0.002 & p=0.002) and overall survival (p=0.012 & p<0.001). The analysis of miRNA targets showed that miR-375, miR-200c, and mir30c regulate genes involved in autophagy and cell division such as PIK3CA, potentially modulating radio-chemotherapy resistance. Conclusion: This study reports for the first time that EV-miRNAs and autophagic CTCs are predictive and prognostic biomarkers in advanced NSCLC patients under concomitant radio- chemotherapy. Their identification could serve as tumor surrogates for a real-time treatment stratification of NSCLC patients and might also benefit new combinatory strategies based on autophagy inhibition or immunotherapy.
Citation Format: Diego de Miguel Perez, Rosario Guerrero Tejada, Alessandro Russo, Francisco Gabriel Ortega, Antonio Martínez-Única, Muthukumar Gunasekaran, Jose Antonio Lorente, Jose Exposito, Maria Jose Serrano Fernandez, Christian Rolfo. Extracellular vesicle miRNAs and autophagic CTCs: Predictive and prognostic biomarkers in radiotherapy treated NSCLC patients [abstract]. In: Proceedings of the AACR Virtual Special Conference on Radiation Science and Medicine; 2021 Mar 2-3. Philadelphia (PA): AACR; Clin Cancer Res 2021;27(8_Suppl):Abstract nr PO-063.
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Affiliation(s)
| | | | | | - Francisco Gabriel Ortega
- 3Liquid Biopsy and Metastasis Research Group, GENYO, Centre for Genomics and Oncological Research, Pfizer/University of Granada/Andalusian Regional Government, Granada, Spain,
| | - Antonio Martínez-Única
- 2Radiation Oncology Department, Virgen de las Nieves University Hospital, Granada, Spain,
| | | | - Jose Antonio Lorente
- 3Liquid Biopsy and Metastasis Research Group, GENYO, Centre for Genomics and Oncological Research, Pfizer/University of Granada/Andalusian Regional Government, Granada, Spain,
| | - Jose Exposito
- 2Radiation Oncology Department, Virgen de las Nieves University Hospital, Granada, Spain,
| | - Maria Jose Serrano Fernandez
- 3Liquid Biopsy and Metastasis Research Group, GENYO, Centre for Genomics and Oncological Research, Pfizer/University of Granada/Andalusian Regional Government, Granada, Spain,
| | - Christian Rolfo
- 4Greenebaum Comprehensive Cancer Center Therapeutics Program, University of Maryland School of Medicine, Baltimore, MD
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Vinik Y, Ortega FG, Mills GB, Lu Y, Jurkowicz M, Halperin S, Aharoni M, Gutman M, Lev S. Proteomic analysis of circulating extracellular vesicles identifies potential markers of breast cancer progression, recurrence, and response. Sci Adv 2020; 6:6/40/eaba5714. [PMID: 33008904 PMCID: PMC7852393 DOI: 10.1126/sciadv.aba5714] [Citation(s) in RCA: 48] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/14/2019] [Accepted: 08/21/2020] [Indexed: 05/03/2023]
Abstract
Proteomic profiling of circulating small extracellular vesicles (sEVs) represents a promising, noninvasive approach for early detection and therapeutic monitoring of breast cancer (BC). We describe a relatively low-cost, fast, and reliable method to isolate sEVs from plasma of BC patients and analyze their protein content by semiquantitative proteomics. sEV-enriched fractions were isolated from plasma of healthy controls and BC patients at different disease stages before and after surgery. Proteomic analysis of sEV-enriched fractions using reverse phase protein array revealed a signature of seven proteins that differentiated BC patients from healthy individuals, of which FAK and fibronectin displayed high diagnostic accuracy. The size of sEVs was significantly reduced in advanced disease stage, concomitant with a stage-specific protein signature. Furthermore, we observed protein-based distinct clusters of healthy controls, chemotherapy-treated and untreated postsurgery samples, as well as a predictor of high risk of cancer relapse, suggesting that the applied methods warrant development for advanced diagnostics.
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Affiliation(s)
- Yaron Vinik
- Weizmann Institute of Science, Rehovot, Israel
| | | | | | - Yilling Lu
- MD Anderson Cancer Center, Houston, TX 77030, USA
| | | | | | | | | | - Sima Lev
- Weizmann Institute of Science, Rehovot, Israel.
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de Miguel-Pérez D, Bayarri-Lara CI, Ortega FG, Russo A, Moyano Rodriguez MJ, Alvarez-Cubero MJ, Maza Serrano E, Lorente JA, Rolfo C, Serrano MJ. Post-Surgery Circulating Tumor Cells and AXL Overexpression as New Poor Prognostic Biomarkers in Resected Lung Adenocarcinoma. Cancers (Basel) 2019; 11:cancers11111750. [PMID: 31703465 PMCID: PMC6896005 DOI: 10.3390/cancers11111750] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [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: 10/11/2019] [Revised: 11/01/2019] [Accepted: 11/04/2019] [Indexed: 01/05/2023] Open
Abstract
Background: The prognosis of early stage non-small cell lung cancer (NSCLC) is quite disappointing and the benefits of adjuvant therapy are relatively small. Thus, there is an urgent need to identify novel prognostic and predictive biomarkers. Lung adenocarcinoma has distinct clinical–pathological characteristics and novel therapeutic strategies are under active evaluation in the adjuvant setting. Here, we investigated the prognostic impact of circulating tumor cells (CTCs) and gene and miRNA tissue expression in resectable NSCLC. Patients and methods: We assessed the association between CTC subpopulations and the outcome of resected early stage lung adenocarcinoma (ADC) patients at three different time-points (CTC1-3) (before surgery, after one month, and after six months) in comparison to squamous cell carcinoma (SCC). Furthermore, gene and miRNA tissue expression, immunoprofiling, and epithelial-to-mesenchymal transition (EMT) markers were correlated with outcome. Results: ADC (n = 47) and SCC (n = 50) revealed different tissue expression profiles, resulting in the presence of different CTC subpopulations. In ADC, miR-155 correlated with AXL and IL6R expression, which were related to the presence of EMT CTC1 (p = 0.014 and p = 0.004). In the multivariate analysis, CTC2 was an independent prognostic factor for relapse-free survival, and CTC3 and AXL were independent prognostic for overall survival only in ADC. Neither the surgery nor the adjuvant treatment influenced the prognosis of these patients. Conclusions: Our study elucidate the prognostic impact of tissue AXL expression and the presence of CTCs after surgery in adenocarcinoma patients. Tissue AXL expression and CTC EMT activation could potentially represent biomarkers for the stratification of ADC patients that might benefit from new adjuvant therapies.
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Affiliation(s)
- Diego de Miguel-Pérez
- Liquid Biopsy and Metastasis Research Group, GENYO, Centre for Genomics and Oncological Research, Pfizer/University of Granada/Andalusian Regional Government, PTS Granada, Avenida de la Ilustración 114, 18016 Granada, Spain; (D.d.M.-P.); (F.G.O.); (M.J.A.-C.); (E.M.S.); (J.A.L.)
- Laboratory of Genetic Identification, Legal Medicine and Toxicology Department, Faculty of Medicine, University of Granada. Av. de la Investigación, 11, 18071 Granada, Spain
- Marlene and Stewart Greenebaum Comprehensive Cancer Center, University of Maryland School of Medicine. 22 S. Greene Street, Baltimore, MD 21201, USA;
| | - Clara Isabel Bayarri-Lara
- Department of Thoracic Surgery, Virgen de las Nieves University Hospital, Av. de las Fuerzas Armadas, 2, 18014 Granada, Spain; (C.I.B.-L.); (M.J.M.R.)
| | - Francisco Gabriel Ortega
- Liquid Biopsy and Metastasis Research Group, GENYO, Centre for Genomics and Oncological Research, Pfizer/University of Granada/Andalusian Regional Government, PTS Granada, Avenida de la Ilustración 114, 18016 Granada, Spain; (D.d.M.-P.); (F.G.O.); (M.J.A.-C.); (E.M.S.); (J.A.L.)
| | - Alessandro Russo
- Marlene and Stewart Greenebaum Comprehensive Cancer Center, University of Maryland School of Medicine. 22 S. Greene Street, Baltimore, MD 21201, USA;
| | - María José Moyano Rodriguez
- Department of Thoracic Surgery, Virgen de las Nieves University Hospital, Av. de las Fuerzas Armadas, 2, 18014 Granada, Spain; (C.I.B.-L.); (M.J.M.R.)
| | - Maria Jesus Alvarez-Cubero
- Liquid Biopsy and Metastasis Research Group, GENYO, Centre for Genomics and Oncological Research, Pfizer/University of Granada/Andalusian Regional Government, PTS Granada, Avenida de la Ilustración 114, 18016 Granada, Spain; (D.d.M.-P.); (F.G.O.); (M.J.A.-C.); (E.M.S.); (J.A.L.)
| | - Elizabeth Maza Serrano
- Liquid Biopsy and Metastasis Research Group, GENYO, Centre for Genomics and Oncological Research, Pfizer/University of Granada/Andalusian Regional Government, PTS Granada, Avenida de la Ilustración 114, 18016 Granada, Spain; (D.d.M.-P.); (F.G.O.); (M.J.A.-C.); (E.M.S.); (J.A.L.)
- Integral Oncology Division, San Cecilio Clinical University Hospital, Calle Dr. Oloriz 16, 18012 Granada, Spain
| | - José Antonio Lorente
- Liquid Biopsy and Metastasis Research Group, GENYO, Centre for Genomics and Oncological Research, Pfizer/University of Granada/Andalusian Regional Government, PTS Granada, Avenida de la Ilustración 114, 18016 Granada, Spain; (D.d.M.-P.); (F.G.O.); (M.J.A.-C.); (E.M.S.); (J.A.L.)
- Laboratory of Genetic Identification, Legal Medicine and Toxicology Department, Faculty of Medicine, University of Granada. Av. de la Investigación, 11, 18071 Granada, Spain
| | - Christian Rolfo
- Marlene and Stewart Greenebaum Comprehensive Cancer Center, University of Maryland School of Medicine. 22 S. Greene Street, Baltimore, MD 21201, USA;
- Correspondence: (C.R.); (M.J.S.); Tel.: +1-410-328-7224 (C.R.); +34-958-715-500 (M.J.S.)
| | - María José Serrano
- Liquid Biopsy and Metastasis Research Group, GENYO, Centre for Genomics and Oncological Research, Pfizer/University of Granada/Andalusian Regional Government, PTS Granada, Avenida de la Ilustración 114, 18016 Granada, Spain; (D.d.M.-P.); (F.G.O.); (M.J.A.-C.); (E.M.S.); (J.A.L.)
- Integral Oncology Division, San Cecilio Clinical University Hospital, Calle Dr. Oloriz 16, 18012 Granada, Spain
- Correspondence: (C.R.); (M.J.S.); Tel.: +1-410-328-7224 (C.R.); +34-958-715-500 (M.J.S.)
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Rodríguez-Martínez A, de Miguel-Pérez D, Ortega FG, García-Puche JL, Robles-Fernández I, Exposito J, Martorell-Marugan J, Carmona-Sáez P, Garrido-Navas MDC, Rolfo C, Ilyine H, Lorente JA, Legueren M, Serrano MJ. Exosomal miRNA profile as complementary tool in the diagnostic and prediction of treatment response in localized breast cancer under neoadjuvant chemotherapy. Breast Cancer Res 2019; 21:21. [PMID: 30728048 PMCID: PMC6366103 DOI: 10.1186/s13058-019-1109-0] [Citation(s) in RCA: 114] [Impact Index Per Article: 22.8] [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: 05/29/2018] [Accepted: 01/25/2019] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Breast cancer patients under neoadjuvant chemotherapy includes a heterogeneous group of patients who eventually develop distal disease, not detectable by current methods. We propose the use of exosomal miRNAs and circulating tumor cells as diagnostic and predictive biomarkers in these patients. METHODS Fifty-three breast cancer women initially diagnosed with localized breast cancer under neoadjuvant chemotherapy were prospectively enrolled in this study. However, six of them were later re-evaluated and diagnosed as metastatic breast cancer patients by PET-CT scan. Additionally, eight healthy donors were included. Circulating tumor cells and serum exosomal miRNAs were isolated from blood samples before and at the middle of neoadjuvant therapy and exosomal miRNA levels analyzed by qPCR. RESULTS Before neoadjuvant therapy, exosomal miRNA-21 and 105 expression levels were higher in metastatic versus non-metastatic patients and healthy donors. Likewise, higher levels of miRNA-222 were observed in basal-like (p = 0.037) and in luminal B versus luminal A (p = 0.0145) tumor subtypes. Exosomal miRNA-222 levels correlated with clinical and pathological variables such as progesterone receptor status (p = 0.017) and Ki67 (p = 0.05). During neoadjuvant treatment, exosomal miRNA-21 expression levels directly correlated with tumor size (p = 0.039) and inversely with Ki67 expression (p = 0.031). Finally, higher levels of exosomal miRNA-21, miRNA-222, and miRNA-155 were significantly associated with the presence of circulating tumor cells. CONCLUSION Liquid biopsies based on exosomal miRNAs and circulating tumor cells can be a complementary clinical tool for improving breast cancer diagnosis and prognosis.
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Affiliation(s)
- Alba Rodríguez-Martínez
- Liquid biopsy and metastasis research group, GENYO, Centre for Genomics and Oncological Research, Pfizer/University of Granada/Andalusian Regional Government PTS, Granada, Avenida de la Ilustración 114, 18016, Granada, Spain.,Laboratory of Genetic Identification, Legal Medicine and Toxicology Department, Faculty of Medicine, University of Granada, Avenida de la Investigación, 11, 18071, Granada, Spain
| | - Diego de Miguel-Pérez
- Liquid biopsy and metastasis research group, GENYO, Centre for Genomics and Oncological Research, Pfizer/University of Granada/Andalusian Regional Government PTS, Granada, Avenida de la Ilustración 114, 18016, Granada, Spain.,Laboratory of Genetic Identification, Legal Medicine and Toxicology Department, Faculty of Medicine, University of Granada, Avenida de la Investigación, 11, 18071, Granada, Spain
| | - Francisco Gabriel Ortega
- Liquid biopsy and metastasis research group, GENYO, Centre for Genomics and Oncological Research, Pfizer/University of Granada/Andalusian Regional Government PTS, Granada, Avenida de la Ilustración 114, 18016, Granada, Spain
| | - José Luis García-Puche
- Liquid biopsy and metastasis research group, GENYO, Centre for Genomics and Oncological Research, Pfizer/University of Granada/Andalusian Regional Government PTS, Granada, Avenida de la Ilustración 114, 18016, Granada, Spain.,Comprehensive oncology division, Clinical University Hospital, Virgen de las Nieves-San Cecilio, Av. de las Fuerzas Armadas, 2, 18014, Granada, Spain
| | - Inmaculada Robles-Fernández
- Liquid biopsy and metastasis research group, GENYO, Centre for Genomics and Oncological Research, Pfizer/University of Granada/Andalusian Regional Government PTS, Granada, Avenida de la Ilustración 114, 18016, Granada, Spain
| | - José Exposito
- Comprehensive oncology division, Clinical University Hospital, Virgen de las Nieves-San Cecilio, Av. de las Fuerzas Armadas, 2, 18014, Granada, Spain
| | - Jordi Martorell-Marugan
- Bioinformatics Unit, GENYO, Centre for Genomics and Oncological Research: Pfizer/University of Granada/Andalusian Regional Government PTS. Granada, Avenida de la Ilustración, 114, 18016, Granada, Spain
| | - Pedro Carmona-Sáez
- Bioinformatics Unit, GENYO, Centre for Genomics and Oncological Research: Pfizer/University of Granada/Andalusian Regional Government PTS. Granada, Avenida de la Ilustración, 114, 18016, Granada, Spain
| | - María Del Carmen Garrido-Navas
- Liquid biopsy and metastasis research group, GENYO, Centre for Genomics and Oncological Research, Pfizer/University of Granada/Andalusian Regional Government PTS, Granada, Avenida de la Ilustración 114, 18016, Granada, Spain
| | - Christian Rolfo
- Thoracic Medical Oncology, Early Clinical Trials, University of Maryland Marlene and Stewart Greenebaum Comprehensive Cancer Center (UMGCCC), 22 S. Greene Street, Baltimore, 21201, USA
| | - Hugh Ilyine
- DestiNA Genomics Ltd, 7-11 Melville St, Edinburgh, EH3 7PE, UK
| | - José Antonio Lorente
- Liquid biopsy and metastasis research group, GENYO, Centre for Genomics and Oncological Research, Pfizer/University of Granada/Andalusian Regional Government PTS, Granada, Avenida de la Ilustración 114, 18016, Granada, Spain.,Laboratory of Genetic Identification, Legal Medicine and Toxicology Department, Faculty of Medicine, University of Granada, Avenida de la Investigación, 11, 18071, Granada, Spain
| | - Marta Legueren
- Comprehensive oncology division, Clinical University Hospital, Virgen de las Nieves-San Cecilio, Av. de las Fuerzas Armadas, 2, 18014, Granada, Spain
| | - María José Serrano
- Liquid biopsy and metastasis research group, GENYO, Centre for Genomics and Oncological Research, Pfizer/University of Granada/Andalusian Regional Government PTS, Granada, Avenida de la Ilustración 114, 18016, Granada, Spain. .,Comprehensive oncology division, Clinical University Hospital, Virgen de las Nieves-San Cecilio, Av. de las Fuerzas Armadas, 2, 18014, Granada, Spain.
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Ordonez JM, Serrano MJ, García-Puche JL, Ortega FG, Diaz-Monchon JJ, Lorente JA, Perez DDM. miRNA21 as a specific marker for the detection of circulating tumor cell. J Clin Oncol 2015. [DOI: 10.1200/jco.2015.33.15_suppl.e22025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Affiliation(s)
| | | | | | - Francisco Gabriel Ortega
- Genyo - Pfizer-Universidad De Granada-Junta De Andalucia Centre for Genomics and Oncological Research, Granada, Spain
| | - Juan José Diaz-Monchon
- Genyo - Pfizer-Universidad De Granada-Junta De Andalucia Centre for Genomics and Oncological Research, Granada, Spain
| | | | - Diego de Miguel Perez
- Genyo - Pfizer-Universidad De Granada-Junta De Andalucia Centre for Genomics and Oncological Research, Granada, Spain
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9
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Serrano MJ, Ortega FG, Lorente JA, Delgado M, Puche JL. Predictive value of circulating tumor cells positive for VEGFR expression in patients with advanced colorectal cancer undergoing treatment with FOLFOX plus bevacizumab. J Clin Oncol 2014. [DOI: 10.1200/jco.2014.32.15_suppl.e22026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Affiliation(s)
| | | | | | - Mayte Delgado
- Medical Oncology, Hospital Universitario Clínico San Cecilio, Granada, Spain
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