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Martínez-Rodríguez A, Fuentes-Antrás J, Lorca V, López de Sá A, Pérez-Segura P, Moreno F, García-Sáenz JA, García-Barberán V. Molecular Profiling of Endocrine Resistance in HR+/HER2-Metastatic Breast Cancer: Insights from Extracellular Vesicles-Derived DNA and ctDNA in Liquid Biopsies. Int J Mol Sci 2024; 25:13045. [PMID: 39684756 DOI: 10.3390/ijms252313045] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2024] [Revised: 11/27/2024] [Accepted: 12/01/2024] [Indexed: 12/18/2024] Open
Abstract
Standard treatments in hormone receptor-positive (HR+)/HER2-metastatic breast cancer (mBC) typically involve endocrine therapy (ET) combined with CDK4/6 inhibitors, yet resistance to ET remains a persistent challenge in advanced cases. A deeper knowledge of the use of liquid biopsy is crucial for the implementation of precision medicine in mBC with real-time treatment guidance. Our study assesses the prognostic value of PIK3CA and ESR1 mutations in DNA derived from extracellular vesicles (EV-DNA) in longitudinal plasma from 59 HR+/HER2-mBC patients previously exposed to aromatase inhibitors, with a comparative analysis against circulating tumor DNA (ctDNA). Mutations were evaluated by digital PCR. PIK3CA and ESR1 mutations were found in 22 and 25% of patients. Baseline ESR1 mutations in EV-DNA were associated with shorter progression-free survival (PFS) across the cohort, with the Y537S mutation showing a particularly strong impact on the outcome of fulvestrant-treated patients. In contrast, PIK3CA mutations in EV-DNA did not significantly correlate with PFS, whereas in ctDNA, they were linked to poor outcomes. Altogether, this study positions EV-DNA as a valuable biomarker alongside ctDNA, enriching the understanding of different analytes in liquid biopsy and supporting strategies for HR+/HER2-mBC in precision oncology.
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MESH Headings
- Humans
- Female
- Breast Neoplasms/genetics
- Breast Neoplasms/drug therapy
- Breast Neoplasms/pathology
- Breast Neoplasms/blood
- Extracellular Vesicles/metabolism
- Extracellular Vesicles/genetics
- Circulating Tumor DNA/genetics
- Circulating Tumor DNA/blood
- Liquid Biopsy/methods
- Middle Aged
- Receptor, ErbB-2/genetics
- Receptor, ErbB-2/metabolism
- Class I Phosphatidylinositol 3-Kinases/genetics
- Drug Resistance, Neoplasm/genetics
- Aged
- Mutation
- Estrogen Receptor alpha/genetics
- Estrogen Receptor alpha/metabolism
- Biomarkers, Tumor/genetics
- Adult
- Aromatase Inhibitors/therapeutic use
- Aromatase Inhibitors/pharmacology
- Prognosis
- Receptors, Estrogen/metabolism
- Receptors, Estrogen/genetics
- Receptors, Progesterone/metabolism
- Receptors, Progesterone/genetics
- Neoplasm Metastasis
- Antineoplastic Agents, Hormonal/therapeutic use
- Antineoplastic Agents, Hormonal/pharmacology
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Affiliation(s)
- Ana Martínez-Rodríguez
- "Clinical and Translational Research in Oncology" Group, Molecular Oncology Laboratory, Hospital Clinico San Carlos, Instituto de Investigación Sanitaria Hospital Clinico San Carlos (IdISSC), 28040 Madrid, Spain
- Department of Medical Oncology, Hospital Clinico San Carlos, Instituto de Investigación Sanitaria Hospital Clinico San Carlos (IdISSC), 28040 Madrid, Spain
| | - Jesús Fuentes-Antrás
- Department of Medical Oncology, Hospital Clinico San Carlos, Instituto de Investigación Sanitaria Hospital Clinico San Carlos (IdISSC), 28040 Madrid, Spain
- NEXT Oncology Experimental Therapeutics Unit, Hospital Universitario Quironsalud Madrid, 28223 Madrid, Spain
| | - Víctor Lorca
- "Clinical and Translational Research in Oncology" Group, Molecular Oncology Laboratory, Hospital Clinico San Carlos, Instituto de Investigación Sanitaria Hospital Clinico San Carlos (IdISSC), 28040 Madrid, Spain
| | - Alfonso López de Sá
- Department of Medical Oncology, Hospital Clinico San Carlos, Instituto de Investigación Sanitaria Hospital Clinico San Carlos (IdISSC), 28040 Madrid, Spain
| | - Pedro Pérez-Segura
- Department of Medical Oncology, Hospital Clinico San Carlos, Instituto de Investigación Sanitaria Hospital Clinico San Carlos (IdISSC), 28040 Madrid, Spain
| | - Fernando Moreno
- Department of Medical Oncology, Hospital Clinico San Carlos, Instituto de Investigación Sanitaria Hospital Clinico San Carlos (IdISSC), 28040 Madrid, Spain
| | - Jose Angel García-Sáenz
- Department of Medical Oncology, Hospital Clinico San Carlos, Instituto de Investigación Sanitaria Hospital Clinico San Carlos (IdISSC), 28040 Madrid, Spain
| | - Vanesa García-Barberán
- "Clinical and Translational Research in Oncology" Group, Molecular Oncology Laboratory, Hospital Clinico San Carlos, Instituto de Investigación Sanitaria Hospital Clinico San Carlos (IdISSC), 28040 Madrid, Spain
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Senigagliesi B, Geiss O, Valente S, Vondracek H, Cefarin N, Ceccone G, Calzolai L, Ballerini L, Parisse P, Casalis L. Substrate stiffness modulates extracellular vesicles' release in a triple-negative breast cancer model. EXTRACELLULAR VESICLES AND CIRCULATING NUCLEIC ACIDS 2024; 5:553-568. [PMID: 39697626 PMCID: PMC11648499 DOI: 10.20517/evcna.2024.47] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/21/2024] [Revised: 08/27/2024] [Accepted: 09/20/2024] [Indexed: 12/20/2024]
Abstract
Aim The microenvironment effect on the tumoral-derived Extracellular Vesicle release, which is of significant interest for biomedical applications, still represents a rather unexplored field. The aim of the present work is to investigate the interrelation between extracellular matrix (ECM) stiffness and the release of small EVs from cancer cells. Here, we focus on the interrelation between the ECM and small extracellular vesicles (sEVs), specifically investigating the unexplored aspect of the influence of ECM stiffness on the release of sEVs. Methods We used a well-studied metastatic Triple-Negative Breast Cancer (TNBC) cell line, MDA-MB-231, as a model to study the release of sEVs by cells cultured on substrates of different stiffness. We have grown MDA-MB-231 cells on two collagen-coated polydimethylsiloxane (PDMS) substrates at different stiffness (0.2 and 3.6 MPa), comparing them with a hard glass substrate as control, and then we isolated the respective sEVs by differential ultracentrifugation. After checking the cell growth conditions [vitality, morphology by immunofluorescence microscopy, stiffness by atomic force microscopy (AFM)], we took advantage of a multi-parametric approach based on complementary techniques (AFM, Nanoparticle Tracking Analysis, and asymmetric flow field flow fractionation with a multi-angle light scattering detector) to characterize the TNBC-derived sEV obtained in the different substrate conditions. Results We observe that soft substrates induce TNBC cell softening and rounding. This effect promotes the release of a high number of larger sEVs. Conclusion Here, we show the role of ECM physical properties in the regulation of sEV release in a TNBC model. While the molecular mechanisms regulating this effect need further investigation, our report represents a step toward an improved understanding of ECM-cell-sEVs crosstalk.
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Affiliation(s)
- Beatrice Senigagliesi
- Neuroscience Area, Scuola Internazionale Superiore di Studi Avanzati, Trieste 34136, Italy
- Nano-Innovation Laboratory, Elettra-Sincrotrone Trieste S.C.p.A., Trieste 34149, Italy
- Institute for Health and Consumer Protection, European Commission - Joint Research Centre, Ispra 21027, Italy
| | - Otmar Geiss
- Institute for Health and Consumer Protection, European Commission - Joint Research Centre, Ispra 21027, Italy
| | - Stefano Valente
- Institute for Health and Consumer Protection, European Commission - Joint Research Centre, Ispra 21027, Italy
- Department of Physics, University of Trieste, Trieste 34127, Italy
| | - Hendrik Vondracek
- Nano-Innovation Laboratory, Elettra-Sincrotrone Trieste S.C.p.A., Trieste 34149, Italy
| | - Nicola Cefarin
- Istituto Officina dei Materiali, Consiglio Nazionale delle Ricerche, CNR-IOM, Trieste 34149, Italy
| | - Giacomo Ceccone
- Institute for Health and Consumer Protection, European Commission - Joint Research Centre, Ispra 21027, Italy
| | - Luigi Calzolai
- Institute for Health and Consumer Protection, European Commission - Joint Research Centre, Ispra 21027, Italy
| | - Laura Ballerini
- Neuroscience Area, Scuola Internazionale Superiore di Studi Avanzati, Trieste 34136, Italy
| | - Pietro Parisse
- Nano-Innovation Laboratory, Elettra-Sincrotrone Trieste S.C.p.A., Trieste 34149, Italy
- Istituto Officina dei Materiali, Consiglio Nazionale delle Ricerche, CNR-IOM, Trieste 34149, Italy
| | - Loredana Casalis
- Nano-Innovation Laboratory, Elettra-Sincrotrone Trieste S.C.p.A., Trieste 34149, Italy
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Banerjee R, Maitra I, Bhattacharya T, Banerjee M, Ramanathan G, Rayala SK, Venkatraman G, Rajeswari D. Next-generation biomarkers for prognostic and potential therapeutic enhancement in Triple negative breast cancer. Crit Rev Oncol Hematol 2024; 201:104417. [PMID: 38901639 DOI: 10.1016/j.critrevonc.2024.104417] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2024] [Revised: 06/04/2024] [Accepted: 06/07/2024] [Indexed: 06/22/2024] Open
Abstract
Triple-negative breast carcinoma (TNBC) is one of the most challenging subtypes of breast carcinoma and it has very limited therapeutic options as it is highly aggressive. The prognostic biomarkers are crucial for early diagnosis of the tumor, it also helps in anticipating the trajectory of the illness and optimizing the therapy options. Several therapeutic biomarkers are being used. Among them, the next-generation biomarkers that include Circulating tumor (ct) DNA, glycogen, lipid, and exosome biomarkers provide intriguing opportunities for enhancing the prognosis of TNBC. Lipid and glycogen biomarkers serve as essential details on the development of the tumor along with the efficacy of the treatment, as it exhibits metabolic alteration linked to TNBC. Several types of biomarkers have predictive abilities in TNBC. Elevated levels are associated with worse outcomes. ctDNA being a noninvasive biomarker reveals the genetic composition of the tumor, as well as helps to monitor the progression of the disease. Traditional therapies are ineffective in TNBC due to a lack of receptors, targeted drug delivery provides a tailored approach to overcome drug resistance and site-specific action by minimizing the side effects in TNBC treatment. This enhances therapeutic outcomes against the aggressive nature of breast cancer. This paper includes all the recent biomarkers which has been researched so far in TNBC and the state of art for TNBC which is explored.
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Affiliation(s)
- Risav Banerjee
- Department of Biomedical Genetics, School of Biosciences and Technology, Vellore Institute of Technology, Vellore, Tamil Nadu 632014, India
| | - Indrajit Maitra
- Department of Biomedical Genetics, School of Biosciences and Technology, Vellore Institute of Technology, Vellore, Tamil Nadu 632014, India
| | - Trisha Bhattacharya
- Department of Biotechnology, Indian Academy Degree College, Autonomous, Hennur cross, Kalyan Nagar, Bengaluru, Karnataka 560043, India
| | - Manosi Banerjee
- Department of Biomedical Genetics, School of Biosciences and Technology, Vellore Institute of Technology, Vellore, Tamil Nadu 632014, India
| | - Gnanasambandan Ramanathan
- Department of Biomedical Genetics, School of Biosciences and Technology, Vellore Institute of Technology, Vellore, Tamil Nadu 632014, India
| | - Suresh Kumar Rayala
- Department of Biotechnology, Indian Institute of Technology, Madras, Tamil Nadu 600036, India
| | - Ganesh Venkatraman
- Department of Biomedical Genetics, School of Biosciences and Technology, Vellore Institute of Technology, Vellore, Tamil Nadu 632014, India.
| | - Devi Rajeswari
- Department of Biomedical Genetics, School of Biosciences and Technology, Vellore Institute of Technology, Vellore, Tamil Nadu 632014, India.
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Chen JH, Addanki S, Roy D, Bassett R, Kalashnikova E, Spickard E, Kuerer HM, Meas S, Sarli VN, Korkut A, White JB, Rauch GM, Tripathy D, Arun BK, Barcenas CH, Yam C, Sethi H, Rodriguez AA, Liu MC, Moulder SL, Lucci A. Monitoring response to neoadjuvant chemotherapy in triple negative breast cancer using circulating tumor DNA. BMC Cancer 2024; 24:1016. [PMID: 39148033 PMCID: PMC11328413 DOI: 10.1186/s12885-024-12689-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2024] [Accepted: 07/24/2024] [Indexed: 08/17/2024] Open
Abstract
BACKGROUND Triple negative breast cancer (TNBC) is an aggressive subtype with poor prognosis. We aimed to determine whether circulating tumor DNA (ctDNA) and circulating tumor cell (CTC) could predict response and long-term outcomes to neoadjuvant chemotherapy (NAC). METHODS Patients with TNBC were enrolled between 2017-2021 at The University of Texas MD Anderson Cancer Center (Houston, TX). Serial plasma samples were collected at four timepoints: pre-NAC (baseline), 12-weeks after NAC (mid-NAC), after NAC/prior to surgery (post-NAC), and one-year after surgery. ctDNA was quantified using a tumor-informed ctDNA assay (SignateraTM, Natera, Inc.) and CTC enumeration using CellSearch. Wilcoxon and Fisher's exact tests were used for comparisons between groups and Kaplan-Meier analysis used for survival outcomes. RESULTS In total, 37 patients were enrolled. The mean age was 50 and majority of patients had invasive ductal carcinoma (34, 91.9%) with clinical T2, (25, 67.6%) node-negative disease (21, 56.8%). Baseline ctDNA was detected in 90% (27/30) of patients, of whom 70.4% (19/27) achieved ctDNA clearance by mid-NAC. ctDNA clearance at mid-NAC was significantly associated with pathologic complete response (p = 0.02), whereas CTC clearance was not (p = 0.52). There were no differences in overall survival (OS) and recurrence-free survival (RFS) with positive baseline ctDNA and CTC. However, positive ctDNA at mid-NAC was significantly associated with worse OS and RFS (p = 0.0002 and p = 0.0034, respectively). CONCLUSIONS Early clearance of ctDNA served as a predictive and prognostic marker in TNBC. Personalized ctDNA monitoring during NAC may help predict response and guide treatment.
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Affiliation(s)
- Jennifer H Chen
- Department of Breast Surgical Oncology, The University of Texas MD Anderson Cancer Center, 1400 Pressler Street, FCT 7.6000, Unit 1484,, Houston, TX, 77030, US
| | - Sridevi Addanki
- Department of Breast Surgical Oncology, The University of Texas MD Anderson Cancer Center, 1400 Pressler Street, FCT 7.6000, Unit 1484,, Houston, TX, 77030, US
| | - Dhruvajyoti Roy
- Department of Breast Surgical Oncology, The University of Texas MD Anderson Cancer Center, 1400 Pressler Street, FCT 7.6000, Unit 1484,, Houston, TX, 77030, US
| | - Roland Bassett
- Department of Biostatistics, The University of Texas M. D. Anderson Cancer Center, Houston, TX, USA
| | | | | | - Henry M Kuerer
- Department of Breast Surgical Oncology, The University of Texas MD Anderson Cancer Center, 1400 Pressler Street, FCT 7.6000, Unit 1484,, Houston, TX, 77030, US
| | - Salyna Meas
- Department of Breast Surgical Oncology, The University of Texas MD Anderson Cancer Center, 1400 Pressler Street, FCT 7.6000, Unit 1484,, Houston, TX, 77030, US
| | - Vanessa N Sarli
- Department of Breast Surgical Oncology, The University of Texas MD Anderson Cancer Center, 1400 Pressler Street, FCT 7.6000, Unit 1484,, Houston, TX, 77030, US
| | - Anil Korkut
- Department of Bioinformatics and Computational Biology, The University of Texas M.D. Anderson Cancer Center, Houston, TX, USA
| | - Jason B White
- Breast Medical Oncology, The University of Texas M. D. Anderson Cancer Center, Houston, TX, USA
| | - Gaiane M Rauch
- Abdominal Imaging Department, MD Anderson Cancer Center, Houston, TX, USA
| | - Debu Tripathy
- Breast Medical Oncology, The University of Texas M. D. Anderson Cancer Center, Houston, TX, USA
| | - Banu K Arun
- Breast Medical Oncology and Clinical Cancer Genetics, The University of Texas M. D. Anderson Cancer Center, Houston, TX, USA
| | - Carlos H Barcenas
- Breast Medical Oncology, The University of Texas M. D. Anderson Cancer Center, Houston, TX, USA
| | - Clinton Yam
- Breast Medical Oncology, The University of Texas M. D. Anderson Cancer Center, Houston, TX, USA
| | | | | | | | - Stacy L Moulder
- Medical Oncology, Eli Lilly and Company, Indianapolis, IN, USA
| | - Anthony Lucci
- Department of Breast Surgical Oncology, The University of Texas MD Anderson Cancer Center, 1400 Pressler Street, FCT 7.6000, Unit 1484,, Houston, TX, 77030, US.
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Lopez-Gonzalez L, Sanchez Cendra A, Sanchez Cendra C, Roberts Cervantes ED, Espinosa JC, Pekarek T, Fraile-Martinez O, García-Montero C, Rodriguez-Slocker AM, Jiménez-Álvarez L, Guijarro LG, Aguado-Henche S, Monserrat J, Alvarez-Mon M, Pekarek L, Ortega MA, Diaz-Pedrero R. Exploring Biomarkers in Breast Cancer: Hallmarks of Diagnosis, Treatment, and Follow-Up in Clinical Practice. MEDICINA (KAUNAS, LITHUANIA) 2024; 60:168. [PMID: 38256428 PMCID: PMC10819101 DOI: 10.3390/medicina60010168] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/12/2023] [Revised: 01/02/2024] [Accepted: 01/09/2024] [Indexed: 01/24/2024]
Abstract
Breast cancer is a prevalent malignancy in the present day, particularly affecting women as one of the most common forms of cancer. A significant portion of patients initially present with localized disease, for which curative treatments are pursued. Conversely, another substantial segment is diagnosed with metastatic disease, which has a worse prognosis. Recent years have witnessed a profound transformation in the prognosis for this latter group, primarily due to the discovery of various biomarkers and the emergence of targeted therapies. These biomarkers, encompassing serological, histological, and genetic indicators, have demonstrated their value across multiple aspects of breast cancer management. They play crucial roles in initial diagnosis, aiding in the detection of relapses during follow-up, guiding the application of targeted treatments, and offering valuable insights for prognostic stratification, especially for highly aggressive tumor types. Molecular markers have now become the keystone of metastatic breast cancer diagnosis, given the diverse array of chemotherapy options and treatment modalities available. These markers signify a transformative shift in the arsenal of therapeutic options against breast cancer. Their diagnostic precision enables the categorization of tumors with elevated risks of recurrence, increased aggressiveness, and heightened mortality. Furthermore, the existence of therapies tailored to target specific molecular anomalies triggers a cascade of changes in tumor behavior. Therefore, the primary objective of this article is to offer a comprehensive review of the clinical, diagnostic, prognostic, and therapeutic utility of the principal biomarkers currently in use, as well as of their clinical impact on metastatic breast cancer. In doing so, our goal is to contribute to a more profound comprehension of this complex disease and, ultimately, to enhance patient outcomes through more precise and effective treatment strategies.
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Affiliation(s)
- Laura Lopez-Gonzalez
- Department of Surgery, Medical and Social Sciences, Faculty of Medicine and Health Sciences, University of Alcalá, 28801 Alcala de Henares, Spain; (L.L.-G.); (A.M.R.-S.); (S.A.-H.); (R.D.-P.)
- Ramón y Cajal Institute of Sanitary Research (IRYCIS), 28034 Madrid, Spain; (O.F.-M.); (C.G.-M.); (L.G.G.); (M.A.-M.); (L.P.); (M.A.O.)
| | - Alicia Sanchez Cendra
- Oncology Service, Guadalajara University Hospital, 19002 Guadalajara, Spain; (A.S.C.); (C.S.C.); (E.D.R.C.); (J.C.E.)
| | - Cristina Sanchez Cendra
- Oncology Service, Guadalajara University Hospital, 19002 Guadalajara, Spain; (A.S.C.); (C.S.C.); (E.D.R.C.); (J.C.E.)
| | | | - Javier Cassinello Espinosa
- Oncology Service, Guadalajara University Hospital, 19002 Guadalajara, Spain; (A.S.C.); (C.S.C.); (E.D.R.C.); (J.C.E.)
| | - Tatiana Pekarek
- Department of Medicine and Medical Specialities, Faculty of Medicine and Health Sciences, University of Alcalá, 28801 Alcala de Henares, Spain; (T.P.); (L.J.-Á.)
| | - Oscar Fraile-Martinez
- Ramón y Cajal Institute of Sanitary Research (IRYCIS), 28034 Madrid, Spain; (O.F.-M.); (C.G.-M.); (L.G.G.); (M.A.-M.); (L.P.); (M.A.O.)
- Department of Medicine and Medical Specialities, Faculty of Medicine and Health Sciences, University of Alcalá, 28801 Alcala de Henares, Spain; (T.P.); (L.J.-Á.)
| | - Cielo García-Montero
- Ramón y Cajal Institute of Sanitary Research (IRYCIS), 28034 Madrid, Spain; (O.F.-M.); (C.G.-M.); (L.G.G.); (M.A.-M.); (L.P.); (M.A.O.)
- Department of Medicine and Medical Specialities, Faculty of Medicine and Health Sciences, University of Alcalá, 28801 Alcala de Henares, Spain; (T.P.); (L.J.-Á.)
| | - Ana María Rodriguez-Slocker
- Department of Surgery, Medical and Social Sciences, Faculty of Medicine and Health Sciences, University of Alcalá, 28801 Alcala de Henares, Spain; (L.L.-G.); (A.M.R.-S.); (S.A.-H.); (R.D.-P.)
| | - Laura Jiménez-Álvarez
- Department of Medicine and Medical Specialities, Faculty of Medicine and Health Sciences, University of Alcalá, 28801 Alcala de Henares, Spain; (T.P.); (L.J.-Á.)
- Department of General and Digestive Surgery, General and Digestive Surgery, Príncipe de Asturias Universitary Hospital, 28805 Alcala de Henares, Spain
| | - Luis G. Guijarro
- Ramón y Cajal Institute of Sanitary Research (IRYCIS), 28034 Madrid, Spain; (O.F.-M.); (C.G.-M.); (L.G.G.); (M.A.-M.); (L.P.); (M.A.O.)
- Unit of Biochemistry and Molecular Biology, Department of System Biology (CIBEREHD), University of Alcalá, 28801 Alcala de Henares, Spain
| | - Soledad Aguado-Henche
- Department of Surgery, Medical and Social Sciences, Faculty of Medicine and Health Sciences, University of Alcalá, 28801 Alcala de Henares, Spain; (L.L.-G.); (A.M.R.-S.); (S.A.-H.); (R.D.-P.)
- Ramón y Cajal Institute of Sanitary Research (IRYCIS), 28034 Madrid, Spain; (O.F.-M.); (C.G.-M.); (L.G.G.); (M.A.-M.); (L.P.); (M.A.O.)
| | - Jorge Monserrat
- Ramón y Cajal Institute of Sanitary Research (IRYCIS), 28034 Madrid, Spain; (O.F.-M.); (C.G.-M.); (L.G.G.); (M.A.-M.); (L.P.); (M.A.O.)
- Department of Medicine and Medical Specialities, Faculty of Medicine and Health Sciences, University of Alcalá, 28801 Alcala de Henares, Spain; (T.P.); (L.J.-Á.)
| | - Melchor Alvarez-Mon
- Ramón y Cajal Institute of Sanitary Research (IRYCIS), 28034 Madrid, Spain; (O.F.-M.); (C.G.-M.); (L.G.G.); (M.A.-M.); (L.P.); (M.A.O.)
- Department of Medicine and Medical Specialities, Faculty of Medicine and Health Sciences, University of Alcalá, 28801 Alcala de Henares, Spain; (T.P.); (L.J.-Á.)
- Immune System Diseases-Rheumatology, Oncology Service an Internal Medicine (CIBEREHD), University Hospital Príncipe de Asturias, 28806 Alcala de Henares, Spain
| | - Leonel Pekarek
- Ramón y Cajal Institute of Sanitary Research (IRYCIS), 28034 Madrid, Spain; (O.F.-M.); (C.G.-M.); (L.G.G.); (M.A.-M.); (L.P.); (M.A.O.)
- Oncology Service, Guadalajara University Hospital, 19002 Guadalajara, Spain; (A.S.C.); (C.S.C.); (E.D.R.C.); (J.C.E.)
- Department of Medicine and Medical Specialities, Faculty of Medicine and Health Sciences, University of Alcalá, 28801 Alcala de Henares, Spain; (T.P.); (L.J.-Á.)
| | - Miguel A. Ortega
- Ramón y Cajal Institute of Sanitary Research (IRYCIS), 28034 Madrid, Spain; (O.F.-M.); (C.G.-M.); (L.G.G.); (M.A.-M.); (L.P.); (M.A.O.)
- Department of Medicine and Medical Specialities, Faculty of Medicine and Health Sciences, University of Alcalá, 28801 Alcala de Henares, Spain; (T.P.); (L.J.-Á.)
- Cancer Registry and Pathology Department, Principe de Asturias University Hospital, 28806 Alcala de Henares, Spain
| | - Raul Diaz-Pedrero
- Department of Surgery, Medical and Social Sciences, Faculty of Medicine and Health Sciences, University of Alcalá, 28801 Alcala de Henares, Spain; (L.L.-G.); (A.M.R.-S.); (S.A.-H.); (R.D.-P.)
- Ramón y Cajal Institute of Sanitary Research (IRYCIS), 28034 Madrid, Spain; (O.F.-M.); (C.G.-M.); (L.G.G.); (M.A.-M.); (L.P.); (M.A.O.)
- Department of General and Digestive Surgery, General and Digestive Surgery, Príncipe de Asturias Universitary Hospital, 28805 Alcala de Henares, Spain
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6
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Das PK, Siddika A, Rashel KM, Auwal A, Soha K, Rahman MA, Pillai S, Islam F. Roles of long noncoding RNA in triple-negative breast cancer. Cancer Med 2023; 12:20365-20379. [PMID: 37795578 PMCID: PMC10652353 DOI: 10.1002/cam4.6600] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2023] [Revised: 09/02/2023] [Accepted: 09/17/2023] [Indexed: 10/06/2023] Open
Abstract
INTRODUCTION Long noncoding RNAs (lncRNAs) play crucial roles in regulating various hallmarks in cancers. Triple-negative (Estrogen receptor, ER; Human epidermal growth factor receptor 2, HER2; Progesterone receptor, PR) breast cancer (TNBC) is the most aggressive form of breast cancers with a poor prognosis and no available molecular targeted therapy. METHODS We reviewed the current literature on the roles of lncRNAs in the pathogenesis, therapy resistance, and prognosis of patients with TBNC. RESULTS LncRNAs are associated with TNBC pathogenesis, therapy resistance, and prognosis. For example, lncRNAs such as small nucleolar RNA host gene 12 (SNHG12), highly upregulated in liver cancer (HULC) HOX transcript antisense intergenic RNA (HOTAIR), lincRNA-regulator of reprogramming (LincRNA-ROR), etc., are aberrantly expressed in TNBC and are involved in the pathogenesis of the disease. LncRNAs act as a decoy, scaffold, or sponge to regulate the expression of genes, miRNAs, and transcription factors associated with pathogenesis and progression of TNBC. Moreover, lncRNAs such as ferritin heavy chain 1 pseudogene 3 (FTH1P3), BMP/OP-responsive gene (BORG) contributes to the therapy resistance property of TNBC through activating ABCB1 (ATP-binding cassette subfamily B member 1) drug efflux pumps by increasing DNA repair capacity or by inducing signaling pathway involved in therapeutic resistance. CONCLUSION In this review, we outline the functions of various lncRNAs along with their molecular mechanisms involved in the pathogenesis, therapeutic resistance of TBNC. Also, the prognostic implications of lncRNAs in patients with TNBC is illustrated. Moreover, potential strategies targeting lncRNAs against highly aggressive TNBC is discussed in this review.
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Affiliation(s)
- Plabon Kumar Das
- Department of Biochemistry & Molecular BiologyRajshahi UniversityRajshahiBangladesh
- Institute for GlycomicsGriffith UniversityGold CoastAustralia
| | - Ayesha Siddika
- Institute of Tissue Banking & Biomaterial Research, Atomic Energy Research Establishment (AERE) SavarDhakaBangladesh
| | - Khan Mohammad Rashel
- Department of Biochemistry & Molecular BiologyRajshahi UniversityRajshahiBangladesh
| | - Abdul Auwal
- Department of Biochemistry & Molecular BiologyRajshahi UniversityRajshahiBangladesh
| | - Kazi Soha
- Department of Biochemistry & Molecular BiologyRajshahi UniversityRajshahiBangladesh
| | - Md. Arifur Rahman
- Department of Biochemistry & Molecular BiologyRajshahi UniversityRajshahiBangladesh
| | - Suja Pillai
- School of Biomedical SciencesUniversity of QueenslandSaint LuciaAustralia
| | - Farhadul Islam
- Department of Biochemistry & Molecular BiologyRajshahi UniversityRajshahiBangladesh
- Institute for GlycomicsGriffith UniversityGold CoastAustralia
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7
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Manoochehri M, Borhani N, Gerhäuser C, Assenov Y, Schönung M, Hielscher T, Christensen BC, Lee MK, Gröne HJ, Lipka DB, Brüning T, Brauch H, Ko YD, Hamann U. DNA methylation biomarkers for noninvasive detection of triple-negative breast cancer using liquid biopsy. Int J Cancer 2023; 152:1025-1035. [PMID: 36305646 DOI: 10.1002/ijc.34337] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2022] [Revised: 09/06/2022] [Accepted: 09/20/2022] [Indexed: 01/06/2023]
Abstract
Noninvasive detection of aberrant DNA methylation could provide invaluable biomarkers for earlier detection of triple-negative breast cancer (TNBC) which could help clinicians with easier and more efficient treatment options. We evaluated genome-wide DNA methylation data derived from TNBC and normal breast tissues, peripheral blood of TNBC cases and controls and reference samples of sorted blood and mammary cells. Differentially methylated regions (DMRs) between TNBC and normal breast tissues were stringently selected, verified and externally validated. A machine-learning algorithm was applied to select the top DMRs, which then were evaluated on plasma-derived circulating cell-free DNA (cfDNA) samples of TNBC patients and healthy controls. We identified 23 DMRs accounting for the methylation profile of blood cells and reference mammary cells and then selected six top DMRs for cfDNA analysis. We quantified un-/methylated copies of these DMRs by droplet digital PCR analysis in a plasma test set from TNBC patients and healthy controls and confirmed our findings obtained on tissues. Differential cfDNA methylation was confirmed in an independent validation set of plasma samples. A methylation score combining signatures of the top three DMRs overlapping with the SPAG6, LINC10606 and TBCD/ZNF750 genes had the best capability to discriminate TNBC patients from controls (AUC = 0.78 in the test set and AUC = 0.74 in validation set). Our findings demonstrate the usefulness of cfDNA-based methylation signatures as noninvasive liquid biopsy markers for the diagnosis of TNBC.
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Affiliation(s)
- Mehdi Manoochehri
- Molecular Genetics of Breast Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany.,Department of In Vitro Diagnostics, Fraunhofer Institute for Interfacial Engineering and Biotechnology IGB, Stuttgart, Germany
| | - Nasim Borhani
- Molecular Genetics of Breast Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Clarissa Gerhäuser
- Cancer Epigenomics, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Yassen Assenov
- Cancer Epigenomics, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Maximilian Schönung
- Section Translational Cancer Epigenomics, Translational Medical Oncology, German Cancer Research Center (DKFZ), Heidelberg, Germany.,National Center for Tumor Diseases (NCT), Heidelberg, Germany.,Faculty of Biosciences, Heidelberg University, Heidelberg, Germany
| | - Thomas Hielscher
- Biostatistics, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Brock C Christensen
- Department of Epidemiology, Geisel School of Medicine, Dartmouth College, Lebanon, New Hampshire, USA
| | - Min Kyung Lee
- Department of Epidemiology, Geisel School of Medicine, Dartmouth College, Lebanon, New Hampshire, USA
| | | | - Daniel B Lipka
- Section Translational Cancer Epigenomics, Translational Medical Oncology, German Cancer Research Center (DKFZ), Heidelberg, Germany.,National Center for Tumor Diseases (NCT), Heidelberg, Germany
| | - Thomas Brüning
- Institute for Prevention & Occupational Medicine of the German Social Accident Insurance, Institute of the Ruhr University Bochum (IPA), Bochum, Germany
| | - Hiltrud Brauch
- Dr. Margarete Fischer-Bosch Institute of Clinical Pharmacology, Stuttgart, Germany.,iFIT Cluster of Excellence, University of Tübingen, Tübingen, Germany.,German Cancer Consortium (DKTK) and German Cancer Research Center (DKFZ), Tübingen, Germany
| | - Yon-Dschun Ko
- Department of Internal Medicine, Evangelische Kliniken Bonn gGmbH, Johanniter Krankenhaus, Bonn, Germany
| | - Ute Hamann
- Molecular Genetics of Breast Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany
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8
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El Hejjioui B, Bouguenouch L, Melhouf MA, El Mouhi H, Bennis S. Clinical Evidence of Circulating Tumor DNA Application in Aggressive Breast Cancer. Diagnostics (Basel) 2023; 13:470. [PMID: 36766575 PMCID: PMC9914403 DOI: 10.3390/diagnostics13030470] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2022] [Revised: 12/28/2022] [Accepted: 01/01/2023] [Indexed: 01/31/2023] Open
Abstract
Breast cancer is clinically and biologically heterogeneous and is classified into different subtypes according to the molecular landscape of the tumor. Triple-negative breast cancer is a subtype associated with higher tumor aggressiveness, poor prognosis, and poor response to treatment. In metastatic breast cancer, approximately 6% to 10% of new breast cancer cases are initially staged IV (de novo metastatic disease). The number of metastatic recurrences is estimated to be 20-30% of all existing breast tumor cases, whereby the need to develop specific genetic markers to improve the prognosis of patients suffering from these deadly forms of breast cancer. As an alternative, liquid biopsy methods can minutely identify the molecular architecture of breast cancer, including aggressive forms, which provides new perspectives for more precise diagnosis and more effective therapeutics. This review aimed to summarize the current clinical evidence for the application of circulating tumor DNA in managing breast cancer by detailing the increased usefulness of this biomarker as a diagnostic, prognostic, monitoring, and surveillance marker for breast cancer.
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Affiliation(s)
- Brahim El Hejjioui
- Biomedical and Translational Research Laboratory, Faculty of Medicine and Pharmacy, Sidi Mohamed Ben Abdellah University, Fez 30050, Morocco
- Department of Medical Genetics and Oncogenetics, HASSAN II University Hospital, Fez 30050, Morocco
| | - Laila Bouguenouch
- Department of Medical Genetics and Oncogenetics, HASSAN II University Hospital, Fez 30050, Morocco
| | | | - Hind El Mouhi
- Department of Medical Genetics and Oncogenetics, HASSAN II University Hospital, Fez 30050, Morocco
| | - Sanae Bennis
- Biomedical and Translational Research Laboratory, Faculty of Medicine and Pharmacy, Sidi Mohamed Ben Abdellah University, Fez 30050, Morocco
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9
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Frederico SC, Darling C, Zhang X, Huq S, Agnihotri S, Gardner PA, Snyderman CH, Wang EW, Zenonos GA. Circulating tumor DNA – A potential aid in the management of chordomas. Front Oncol 2022; 12:1016385. [PMID: 36338734 PMCID: PMC9632974 DOI: 10.3389/fonc.2022.1016385] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2022] [Accepted: 09/30/2022] [Indexed: 11/18/2022] Open
Abstract
Chordomas are a locally invasive, low-grade, CNS malignancy that are primarily found in the skull base, spine, and sacrum. They are thought to be derived from notochordal remnants and remain a significant clinical challenge due to their local invasiveness, resistance to chemoradiation, and difficulty in achieving a complete resection. Adjuvant therapy such as proton beam therapy is critical in preventing recurrence in patients who are at high risk, however this treatment is associated with increased risk of complication. Currently, intraoperative observation and imaging findings are used to determine recurrence and success of gross total resection. These methods can be unreliable due to limited operative view, bony and soft tissue involvement, and complex post-operative changes on MRI. Earlier detection of incomplete resection or recurrence will allow for earlier ability to intervene and potentially improve patient outcomes. Circulating-tumor DNA (ctDNA) is cell-free DNA that is released by tumor cells as they undergo cellular turn-over. Monitoring ctDNA has been shown to be more sensitive at predicting residual tumor than imaging in numerous solid malignancies. Furthermore, ctDNA could be detected earlier in peripheral blood as opposed to imaging changes, allowing for earlier intervention. In this review, we intend to give a brief overview of the current state of molecular diagnosis for skull base chordomas. We will then discuss current advances in the utilization of ctDNA for the management of CNS pathologies such as glioblastoma (GBM) and brain metastases. We will also discuss the role ctDNA has in the management of non-CNS pathologies such as osteosarcoma and Ewing sarcoma (EWS). Finally, we will discuss potential implications of ctDNA monitoring for chordoma management.
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Affiliation(s)
- Stephen C. Frederico
- School of Medicine, University of Pittsburgh, Pittsburgh, PA, United States
- Department of Neurological Surgery, University of Pittsburgh, Pittsburgh, PA, United States
| | - Corbin Darling
- School of Medicine, University of Pittsburgh, Pittsburgh, PA, United States
- Department of Neurological Surgery, University of Pittsburgh, Pittsburgh, PA, United States
| | - Xiaoran Zhang
- Department of Neurological Surgery, University of Pittsburgh, Pittsburgh, PA, United States
| | - Sakibul Huq
- Department of Neurological Surgery, University of Pittsburgh, Pittsburgh, PA, United States
| | - Sameer Agnihotri
- Department of Neurological Surgery, University of Pittsburgh, Pittsburgh, PA, United States
| | - Paul A. Gardner
- Department of Neurological Surgery, University of Pittsburgh, Pittsburgh, PA, United States
| | - Carl H. Snyderman
- Department of Neurological Surgery, University of Pittsburgh, Pittsburgh, PA, United States
- Department of Otolaryngology, University of Pittsburgh, Pittsburgh, PA, United States
| | - Eric W. Wang
- Department of Otolaryngology, University of Pittsburgh, Pittsburgh, PA, United States
| | - Georgios A. Zenonos
- Department of Neurological Surgery, University of Pittsburgh, Pittsburgh, PA, United States
- *Correspondence: Georgios A. Zenonos,
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10
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Hai L, Li L, Liu Z, Tong Z, Sun Y. Whole-genome circulating tumor DNA methylation landscape reveals sensitive biomarkers of breast cancer. MedComm (Beijing) 2022; 3:e134. [PMID: 35756163 PMCID: PMC9205580 DOI: 10.1002/mco2.134] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2021] [Revised: 03/20/2022] [Accepted: 03/21/2022] [Indexed: 01/12/2023] Open
Abstract
The changes in circulating tumor DNA (ctDNA) methylation are believed to be early events in breast cancer initiation, which makes them suitable as promising biomarkers for early diagnosis. However, applying ctDNA in breast cancer early diagnosis remains highly challenging due to the contamination of background DNA from blood and low DNA methylation signals. Here, we report an improved way to extract ctDNA, reduce background contamination, and build a whole-genome bisulfite sequencing (WGBS) library from different stages of breast cancer. We first compared the DNA methylation data of 74 breast cancer patients with those of seven normal controls to screen candidate methylation CpG site biomarkers for breast cancer diagnosis. The obtained 26 candidate ctDNA methylation biomarkers produced high accuracy in breast cancer patients (area under the curve [AUC] = 0.889; sensitivity: 100%; specificity: 75%). Furthermore, we revealed potential ctDNA methylated CpG sites for detecting early-stage breast cancer (AUC = 0.783; sensitivity: 93.44%; specificity: 50%). In addition, different subtypes of breast cancer could be well distinguished by the ctDNA methylome, which was obtained through our improved ctDNA-WGBS method. Overall, we identified high specificity and sensitivity breast cancer-specific methylation CpG site biomarkers, and they will be expected to have the potential to be translated to clinical practice.
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Affiliation(s)
- Luo Hai
- Central Laboratory, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital and Shenzhen HospitalChinese Academy of Medical Sciences and Peking Union Medical CollegeShenzhenChina
| | - Lingyu Li
- Central Laboratory, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital and Shenzhen HospitalChinese Academy of Medical Sciences and Peking Union Medical CollegeShenzhenChina
| | - Zongzhi Liu
- Central Laboratory, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital and Shenzhen HospitalChinese Academy of Medical Sciences and Peking Union Medical CollegeShenzhenChina
- University of Chinese Academy of SciencesBeijingChina
- CAS Key Laboratory of Genome Sciences and Information, Beijing Institute of GenomicsChinese Academy of SciencesBeijingChina
| | - Zhongsheng Tong
- Department of Breast OncologyTianjin Medical University Cancer Institute and HospitalTianjinChina
| | - Yingli Sun
- Central Laboratory, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital and Shenzhen HospitalChinese Academy of Medical Sciences and Peking Union Medical CollegeShenzhenChina
- University of Chinese Academy of SciencesBeijingChina
- CAS Key Laboratory of Genome Sciences and Information, Beijing Institute of GenomicsChinese Academy of SciencesBeijingChina
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11
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Herzog H, Dogan S, Aktas B, Nel I. Targeted Sequencing of Plasma-Derived vs. Urinary cfDNA from Patients with Triple-Negative Breast Cancer. Cancers (Basel) 2022; 14:4101. [PMID: 36077638 PMCID: PMC9454533 DOI: 10.3390/cancers14174101] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2022] [Revised: 08/19/2022] [Accepted: 08/22/2022] [Indexed: 11/16/2022] Open
Abstract
In breast cancer, the genetic profiling of circulating cell-free DNA (cfDNA) from blood plasma was shown to have good potential for clinical use. In contrast, only a few studies were performed investigating urinary cfDNA. In this pilot study, we analyzed plasma-derived and matching urinary cfDNA samples obtained from 15 presurgical triple-negative breast cancer patients. We used a targeted next-generation sequencing approach to identify and compare genetic alterations in both body fluids. The cfDNA concentration was higher in urine compared to plasma, but there was no significant correlation between matched samples. Bioinformatical analysis revealed a total of 3339 somatic breast-cancer-related variants (VAF ≥ 3%), whereof 1222 vs. 2117 variants were found in plasma-derived vs. urinary cfDNA, respectively. Further, 431 shared variants were found in both body fluids. Throughout the cohort, the recovery rate of plasma-derived mutations in matching urinary cfDNA was 47% and even 63% for pathogenic variants only. The most frequently occurring pathogenic and likely pathogenic mutated genes were NF1, CHEK2, KMT2C and PTEN in both body fluids. Notably, a pathogenic CHEK2 (T519M) variant was found in all 30 samples. Taken together, our results indicated that body fluids appear to be valuable sources bearing complementary information regarding the genetic tumor profile.
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Affiliation(s)
- Henrike Herzog
- Department of Gynecology, Medical Center, University of Leipzig, 04103 Leipzig, Germany
| | - Senol Dogan
- Soft Matter Physics Division, Peter-Debye-Institute, University of Leipzig, 04103 Leipzig, Germany
| | - Bahriye Aktas
- Department of Gynecology, Medical Center, University of Leipzig, 04103 Leipzig, Germany
| | - Ivonne Nel
- Department of Gynecology, Medical Center, University of Leipzig, 04103 Leipzig, Germany
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12
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Senigagliesi B, Samperi G, Cefarin N, Gneo L, Petrosino S, Apollonio M, Caponnetto F, Sgarra R, Collavin L, Cesselli D, Casalis L, Parisse P. Triple negative breast cancer-derived small extracellular vesicles as modulator of biomechanics in target cells. NANOMEDICINE : NANOTECHNOLOGY, BIOLOGY, AND MEDICINE 2022; 44:102582. [PMID: 35817390 DOI: 10.1016/j.nano.2022.102582] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/09/2021] [Revised: 05/16/2022] [Accepted: 06/28/2022] [Indexed: 12/14/2022]
Abstract
Extracellular vesicle (EV) mediated communication has recently been proposed as one of the pivotal routes in the development of cancer metastasis. EVs are nano-sized vesicles swapped between cells, carrying a biologically active content that can promote tumor-induced immune suppression, metastasis and angiogenesis. Thus, EVs constitute a potential target in cancer therapy. However, their role in triggering the premetastatic niche and in tumor spreading is still unclear. Here, we focused on the EV ability to modulate the biomechanical properties of target cells, known to play a crucial role in metastatic spreading. To this purpose, we isolated and thoroughly characterized triple-negative breast cancer (TNBC)-derived small EVs. We then evaluated variations in the mechanical properties (cell stiffness, cytoskeleton/nuclear/morphology and Yap activity rearrangements) of non-metastatic breast cancer MCF7 cells upon EV treatment. Our results suggest that TNBC-derived small EVs are able to directly modify MCF7 cells by inducing a decrease in cell stiffness, rearrangements in cytoskeleton, focal adhesions and nuclear/cellular morphology, and an increase in Yap downstream gene expression. Testing the biomechanical response of cells after EV addition might represent a new functional assay in metastatic cancer framework that can be exploited for future application both in diagnosis and in therapy.
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Affiliation(s)
- Beatrice Senigagliesi
- Scuola Internazionale Superiore di Studi Avanzati, Trieste, Italy; Elettra-Sincrotrone Trieste S.C.p.A, Trieste, Italy.
| | | | - Nicola Cefarin
- Istituto Officina dei Materiali Consiglio Nazionale delle Ricerche, Trieste, Italy
| | | | - Sara Petrosino
- Telethon Institute of Genetics and Medicine, Naples, Italy.
| | - Mattia Apollonio
- Department of Life Sciences, University of Trieste, Trieste, Italy
| | | | - Riccardo Sgarra
- Department of Life Sciences, University of Trieste, Trieste, Italy.
| | - Licio Collavin
- Department of Life Sciences, University of Trieste, Trieste, Italy.
| | - Daniela Cesselli
- Pathology Department, University Hospital of Udine, Udine, Italy; Department of Medicine, University of Udine, Udine, Italy.
| | | | - Pietro Parisse
- Elettra-Sincrotrone Trieste S.C.p.A, Trieste, Italy; Istituto Officina dei Materiali Consiglio Nazionale delle Ricerche, Trieste, Italy.
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13
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Baksh M, Mahajan B, Dufresne MM, Shoukry MM, Nussbaum S, Abbaszadeh-Kasbi A, Ashary M, Vandenberg J, Gabriel EM. Circulating tumor DNA for breast cancer: Review of active clinical trials. Cancer Treat Res Commun 2022; 32:100609. [PMID: 35850075 DOI: 10.1016/j.ctarc.2022.100609] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2022] [Revised: 06/17/2022] [Accepted: 07/09/2022] [Indexed: 06/15/2023]
Abstract
BACKGROUND The new diagnostic concept of liquid biopsy is based on the analysis of circulating tumor cells (CTCs) and cell-free DNA (ctDNA). In addition to providing a more comprehensive view of the tumor characteristics including molecular variations, ctDNA analysis through liquid biopsies may also allow for a non-invasive, rapid, and cost-effective identification of biomarkers for tumor detection and monitoring of tumor progression. OBJECTIVE In this review, we summarize key active clinical trial studies involving utilization of ctDNA derived from liquid biopsy in the early and metastatic breast cancer setting. With this, we also provide a brief overview of the potential future implementations of the LB technology and outlining how ctDNA analysis needs to be standardized through the performance of similar clinical studies. METHODS A review was conducted on Clinicaltrials.gov to identify active trials related to use of circulating tumor DNA (ctDNA) for breast cancer. Search terms included "breast cancer," "liquid biopsy," and "ctDNA." CONCLUSION While LB is gaining traction in many cancer settings, its use in BC is still early and warrants more investigation in breast cancer diagnostic and treatment settings, including early detection of disease recurrence.
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Affiliation(s)
- Mizba Baksh
- Department of General Surgery, Mayo Clinic, Jacksonville, FL, United States of America.
| | - Biraaj Mahajan
- Department of General Surgery, Mayo Clinic, Jacksonville, FL, United States of America
| | - Maria M Dufresne
- Department of General Surgery, Mayo Clinic, Jacksonville, FL, United States of America
| | - Mira M Shoukry
- Department of General Surgery, Mayo Clinic, Jacksonville, FL, United States of America
| | - Samuel Nussbaum
- Department of General Surgery, Mayo Clinic, Jacksonville, FL, United States of America
| | - Ali Abbaszadeh-Kasbi
- Department of General Surgery, Mayo Clinic, Jacksonville, FL, United States of America
| | - Mohammed Ashary
- Department of General Surgery, Mayo Clinic, Jacksonville, FL, United States of America
| | - Jonathan Vandenberg
- Department of General Surgery, Mayo Clinic, Jacksonville, FL, United States of America
| | - Emmanuel M Gabriel
- Department of General Surgery, Mayo Clinic, Jacksonville, FL, United States of America
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14
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Identifying Circulating Tumor DNA Mutations Associated with Neoadjuvant Chemotherapy Efficacy in Local Advanced Breast Cancer. Appl Biochem Biotechnol 2022; 194:3961-3973. [PMID: 35579744 DOI: 10.1007/s12010-022-03946-0] [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] [Indexed: 11/02/2022]
Abstract
Circulating tumor DNA (ctDNA) correlates with tumor burden and provides early detection of treatment response and tumor genetic alterations in breast cancer. Neoadjuvant chemotherapy (NACT) has become standard therapy for local advanced breast cancer (LABC). The aim of our study was to investigate plasma ctDNA as a prognostic marker for outcome in patients with LABC treated with NACT. A total of 56 patients with LABC were involved in this study. ctDNA mutations were investigated by using a 100 gene panel-target capture next-generation sequencing. The patients then received standard NACT therapy: adriamycin and cyclophosphamide and paclitaxel (AC-T) or AC-TH (AC-T+ Trastuzumab) regimen. The efficacy of NACT was evaluated by Miller-Payne grading system. A predictive and weight model was used to screen ctDNA point mutation biomarkers for NACT. The ctDNA mutational profile of LABC patients was identified. For nonsynonymous mutations, the top 5 mutated genes were MTHFR (51/56, 91.1%), XPC (50/56, 89.3%), ABCB1 (48/51, 94.1%), BRCA2 (38/56, 67.9%), and XRCC1 (38/56, 67.9%). In addition, the mutation frequencies of PIK3CA and TP53 were 32.1% (18/56) and 26.8% (15/56), respectively. The predictive model indicated that XRCC1 44055726 (TG>-) mutation (25/56, 44.6%) was significantly associated with Miller-Payne 4-5 and Miller-Payne 3-5 responses. While mTOR 11249132(G>C) mutation (23/56, 41.1%) was associated with Miller-Payne 1-4 or Miller-Payne 1-3 responses. Furthermore, XRCC1 44055726 (TG>-) accompanied by mTOR wild type predicted a good NACT efficacy in all response classification systems. The ROC curves to discriminate good neoadjuvant chemotherapy efficiency (Miller-Payne 4-5) and poor efficiency (Miller-Payne 1-3) were created, and AUC value was 0.77. Our results suggested that ctDNA mutation of XRCC1 44055726 (TG>-) might be a positive biomarker for NACT therapy in LABC, while mTOR 11249132(G>C) mutation was potentially associated with NACT resistance.
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15
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Ma S, Zhang Y, Ren Q, Wang X, Zhu J, Yin F, Li Z, Zhang M. Tetrahedral DNA nanostructure based biosensor for high-performance detection of circulating tumor DNA using all-carbon nanotube transistor. Biosens Bioelectron 2022; 197:113785. [PMID: 34800925 DOI: 10.1016/j.bios.2021.113785] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2021] [Revised: 11/03/2021] [Accepted: 11/10/2021] [Indexed: 02/07/2023]
Abstract
Adopting carbon nanotube (CNT) transistors as biosensors has been developed as a promising method for cancer biomarker detection, which has shown superior sensitivity and selectivity. However, the detection of circulating tumor DNA (ctDNA) by the CNT transistor based biosensors is still a challenge and no work has been reported. Here, direct label-free DNA detection of AKT2 gene related to triple-negative breast cancer by all-CNT thin-film transistor (TFT) biosensors incorporated with tetrahedral DNA nanostructures (TDNs) is proposed and achieved for the first time. The adoption of TDNs enables improved biosensor response for at least 35% and even as high as 98% as compared with single-stranded DNA (ssDNA) probes owing to the enhanced DNA hybridization efficiency. Influence of the TDNs' linker length on the biosensor performance is important and has been investigated. Concentration-dependent DNA detection is achieved by the all-CNT TFT biosensors with a broad linear detection range of six orders of magnitude and a theoretical limit of detection (LOD) of 2 fM. In addition, the all-CNT TFT biosensors exhibit favorable selectivity and repeatability. The platform of all-CNT TFT biosensors incorporated with TDNs has great potential for multiplexed detection of various cancer biomarkers, providing a simple yet high performance universal strategy for low-cost clinical applications.
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Affiliation(s)
- Shenhui Ma
- School of Electronic and Computer Engineering, Peking University, Shenzhen, 518055, China
| | - Yaping Zhang
- State Key Laboratory of Chemical Oncogenomics, School of Chemical Biology and Biotechnology, Peking University, Shenzhen, 518055, China
| | - Qinqi Ren
- School of Electronic and Computer Engineering, Peking University, Shenzhen, 518055, China
| | - Xiaofang Wang
- School of Electronic and Computer Engineering, Peking University, Shenzhen, 518055, China
| | - Jiahao Zhu
- School of Electronic and Computer Engineering, Peking University, Shenzhen, 518055, China
| | - Feng Yin
- Pingshan Translational Medicine Center, Shenzhen Bay Laboratory, Shenzhen, 518055, China.
| | - Zigang Li
- State Key Laboratory of Chemical Oncogenomics, School of Chemical Biology and Biotechnology, Peking University, Shenzhen, 518055, China; Pingshan Translational Medicine Center, Shenzhen Bay Laboratory, Shenzhen, 518055, China.
| | - Min Zhang
- School of Electronic and Computer Engineering, Peking University, Shenzhen, 518055, China.
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16
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Lee S, Yul Kim H, Joo Jung Y, Shin Jung C, Im D, Yeon Kim J, Min Lee S, Hwan Oh S. Comparison of mutational profiles between triple-negative and hormone receptor-positive/human epidermal growth factor receptor 2-negative breast cancers in T2N0-1M0 stage: Implications of TP53 and PIK3CA mutations in Korean early-stage breast cancers. Curr Probl Cancer 2022; 46:100843. [DOI: 10.1016/j.currproblcancer.2022.100843] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2021] [Revised: 12/03/2021] [Accepted: 01/03/2022] [Indexed: 11/03/2022]
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17
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Maqbool M, Bekele F, Fekadu G. Treatment Strategies Against Triple-Negative Breast Cancer: An Updated Review. BREAST CANCER (DOVE MEDICAL PRESS) 2022; 14:15-24. [PMID: 35046722 PMCID: PMC8760999 DOI: 10.2147/bctt.s348060] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/05/2021] [Accepted: 01/06/2022] [Indexed: 12/14/2022]
Abstract
Triple-negative breast cancer (TNBC) is associated with an increased risk of early recurrence and distant metastasis, as well as the development of therapeutic resistance and poor prognosis. TNBC is characterized by a wide range of genetic, immunophenotypic, morphological, and clinical features. TNBC is coined to describe cancers that lack estrogen receptor (ER), progesterone receptor (PR), and human epidermal growth factor receptor 2 (HER2). As a result, hormonal or trastuzumab-based treatments are ineffective in TNBC patients. TNBCs are biologically aggressive, and despite some evidence that they respond to treatment better than other forms of breast cancer, the prognosis remains poor. This is attributed to a shorter disease-free interval in adjuvant and neoadjuvant settings, as well as a more aggressive metastatic course. TNBC has a lot of clinical ramifications. In terms of new treatment methods, TNBC has lagged behind other types of breast cancer. There are not many options for treating this form of breast cancer because it is progressive. Many effective treatments for most breast cancers block the growth-stimulating effects of ER, PR, and/or HER2, leaving TNBC with few choices. Finding new and effective treatment options for TNBC remains a critical clinical need. To develop more effective drugs, new experimental approaches must be tested in patients with TNBC.
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Affiliation(s)
- Mudasir Maqbool
- Department of Pharmaceutical Sciences, University of Kashmir, Srinagar, Jammu and Kashmir, India
| | - Firomsa Bekele
- Department of Pharmacy, College of Health Sciences, Mettu University, Mettu, Ethiopia
| | - Ginenus Fekadu
- School of Pharmacy, Faculty of Medicine, The Chinese University of Hong Kong, Shatin, NT, Hong Kong.,Department of Pharmacy, Institute of Health Sciences, Wollega University, Nekemte, Ethiopia
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18
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Lusho S, Durando X, Bidet Y, Molnar I, Kossai M, Bernadach M, Lacrampe N, Veyssiere H, Cavaille M, Gay-Bellile M, Radosevic-Robin N, Abrial C. PERCEPTION Trial protocol: Comparison of predictive and prognostic capacities of neutrophil, lymphocyte, and platelet counts and tumor-infiltrating lymphocytes in triple negative breast cancer. Medicine (Baltimore) 2020; 99:e23418. [PMID: 33327268 PMCID: PMC7738079 DOI: 10.1097/md.0000000000023418] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
Abstract
BACKGROUND Triple negative breast cancer affects 10% to 20% of all women diagnosed with breast cancer. Due to its characteristics, treatment strategies are limited and metastatic recurrences are common in the first 5 years after treatment. However, not all patients affected by this disease develop metastases. Tumor-infiltrating lymphocytes have shown to be reliable predictive biomarkers of treatment response and metastatic recurrences. However, we need to develop simpler and faster ways to predict response to cytotoxic treatment and the possibility of eventual cancer relapse by identifying new biomarkers. Recently, new studies are emerging, suggesting a predictive role of circulating blood cells in different types of cancer. In this study, we will assess the correlation between tumor-infiltrating lymphocytes and different elements of the blood count in patients diagnosed with triple negative breast cancer. METHODS The main objective of this study is to evaluate the correlation between the peripheral neutrophil-to-lymphocyte ratio and the amount of tumor-infiltrating lymphocytes, assessed in triple negative breast cancer patients at diagnosis. Secondary objectives include evaluation of the correlation between tumor-infiltrating lymphocytes at diagnosis and the baseline absolute neutrophil, lymphocyte, and platelet counts, as well as the platelet-to-lymphocyte ratio. The triple negative breast cancer patients will be enrolled in the PERCEPTION trial during the first year after the treatment completion. Two supplementary blood tests, at 12 months after the end of treatment and at the time of the first metastatic recurrence, will be performed. DISCUSSION The discovery of new prognostic and predictive biomarkers is crucial for triple negative breast cancer. We set up the PERCEPTION clinical trial in order to evaluate certain blood counts as early biomarkers and to assess their correlation with tumor-infiltrating lymphocytes. Demonstration of comparative predictive and/or prognostic capacities of peripheral blood counts and tumor-infiltrating lymphocytes would allow introduction of the former as simple and cheap biomarkers in triple negative breast cancer patient management. TRIAL REGISTRATION The PERCEPTION study has been registered in the French National Agency of Medical Security registry on the 2nd of July 2019 under the number 2019-A01861-56 and in the ClinicalTrials.org registry under the number NCT04068623.
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Affiliation(s)
- Sejdi Lusho
- Université Clermont Auvergne, INSERM UMR 1240 «Imagerie Moléculaire et Stratégies Théranostiques», Centre Jean Perrin, 58 rue Montalembert, 63000 Clermont-Ferrand
- Délégation Recherche Clinique & Innovation, Centre Jean Perrin, 58 rue Montalembert, F-63011 Clermont-Ferrand
- Centre d’Investigation Clinique, UMR501, F-63001 Clermont-Ferrand
| | - Xavier Durando
- Université Clermont Auvergne, INSERM UMR 1240 «Imagerie Moléculaire et Stratégies Théranostiques», Centre Jean Perrin, 58 rue Montalembert, 63000 Clermont-Ferrand
- Délégation Recherche Clinique & Innovation, Centre Jean Perrin, 58 rue Montalembert, F-63011 Clermont-Ferrand
- Centre d’Investigation Clinique, UMR501, F-63001 Clermont-Ferrand
| | - Yannick Bidet
- Université Clermont Auvergne, INSERM UMR 1240 «Imagerie Moléculaire et Stratégies Théranostiques», Centre Jean Perrin, 58 rue Montalembert, 63000 Clermont-Ferrand
- Centre Jean PERRIN, Laboratoire d’oncologie moléculaire
| | - Ioana Molnar
- Université Clermont Auvergne, INSERM UMR 1240 «Imagerie Moléculaire et Stratégies Théranostiques», Centre Jean Perrin, 58 rue Montalembert, 63000 Clermont-Ferrand
- Délégation Recherche Clinique & Innovation, Centre Jean Perrin, 58 rue Montalembert, F-63011 Clermont-Ferrand
- Centre d’Investigation Clinique, UMR501, F-63001 Clermont-Ferrand
| | - Myriam Kossai
- Université Clermont Auvergne, INSERM UMR 1240 «Imagerie Moléculaire et Stratégies Théranostiques», Centre Jean Perrin, 58 rue Montalembert, 63000 Clermont-Ferrand
- Centre Jean Perrin, Département d’anatomie et de cytologie pathologiques
| | - Maureen Bernadach
- Université Clermont Auvergne, INSERM UMR 1240 «Imagerie Moléculaire et Stratégies Théranostiques», Centre Jean Perrin, 58 rue Montalembert, 63000 Clermont-Ferrand
- Délégation Recherche Clinique & Innovation, Centre Jean Perrin, 58 rue Montalembert, F-63011 Clermont-Ferrand
| | - Nathalie Lacrampe
- Université Clermont Auvergne, INSERM UMR 1240 «Imagerie Moléculaire et Stratégies Théranostiques», Centre Jean Perrin, 58 rue Montalembert, 63000 Clermont-Ferrand
- Centre Jean Perrin, Département d’anatomie et de cytologie pathologiques
| | - Hugo Veyssiere
- Université Clermont Auvergne, INSERM UMR 1240 «Imagerie Moléculaire et Stratégies Théranostiques», Centre Jean Perrin, 58 rue Montalembert, 63000 Clermont-Ferrand
- Délégation Recherche Clinique & Innovation, Centre Jean Perrin, 58 rue Montalembert, F-63011 Clermont-Ferrand
- Centre d’Investigation Clinique, UMR501, F-63001 Clermont-Ferrand
| | - Mathias Cavaille
- Université Clermont Auvergne, INSERM UMR 1240 «Imagerie Moléculaire et Stratégies Théranostiques», Centre Jean Perrin, 58 rue Montalembert, 63000 Clermont-Ferrand
- Centre Jean Perrin, Département d’oncogénétique, 58 rue Montalembert, 63011 Clermont-Ferrand, France
| | - Mathilde Gay-Bellile
- Université Clermont Auvergne, INSERM UMR 1240 «Imagerie Moléculaire et Stratégies Théranostiques», Centre Jean Perrin, 58 rue Montalembert, 63000 Clermont-Ferrand
- Centre Jean Perrin, Département d’oncogénétique, 58 rue Montalembert, 63011 Clermont-Ferrand, France
| | - Nina Radosevic-Robin
- Université Clermont Auvergne, INSERM UMR 1240 «Imagerie Moléculaire et Stratégies Théranostiques», Centre Jean Perrin, 58 rue Montalembert, 63000 Clermont-Ferrand
- Centre Jean Perrin, Département d’anatomie et de cytologie pathologiques
| | - Catherine Abrial
- Université Clermont Auvergne, INSERM UMR 1240 «Imagerie Moléculaire et Stratégies Théranostiques», Centre Jean Perrin, 58 rue Montalembert, 63000 Clermont-Ferrand
- Délégation Recherche Clinique & Innovation, Centre Jean Perrin, 58 rue Montalembert, F-63011 Clermont-Ferrand
- Centre d’Investigation Clinique, UMR501, F-63001 Clermont-Ferrand
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Amirkhani Namagerdi A, d'Angelo D, Ciani F, Iannuzzi CA, Napolitano F, Avallone L, De Laurentiis M, Giordano A. Triple-Negative Breast Cancer Comparison With Canine Mammary Tumors From Light Microscopy to Molecular Pathology. Front Oncol 2020; 10:563779. [PMID: 33282730 PMCID: PMC7689249 DOI: 10.3389/fonc.2020.563779] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2020] [Accepted: 10/19/2020] [Indexed: 12/12/2022] Open
Abstract
Many similar characteristics in human and dog cancers including, spontaneous development, clinical presentation, tumor heterogeneity, disease progression, and response to standard therapies have promoted the approval of this comparative model as an alternative to mice. Breast cancer represents the second most frequent neoplasm in humans after lung cancer. Triple-negative breast cancers (TNBC) constitute around 15% of all cases of breast cancer and do not express estrogen receptor (ER), progesterone receptor (PR), and do not overexpress human epidermal growth factor receptor 2 (HER2). As a result, they do not benefit from hormonal or trastuzumab-based therapy. Patients with TNBC have worse overall survival than patients with non-TNBC. Lehmann and collaborators described six different molecular subtypes of TNBC which further demonstrated its transcriptional heterogeneity. This six TNBC subtype classification has therapeutic implications. Breast cancer is the second most frequent neoplasm in sexually intact female dogs after skin cancer. Canine mammary tumors are a naturally occurring heterogeneous group of cancers that have several features in common with human breast cancer (HBC). These similarities include etiology, signaling pathway activation, and histological classification. Molecularly CMTs are more like TNBCs, and therefore dogs are powerful spontaneous models of cancer to test new therapeutic approaches, particularly for human TNBCs. More malignant tumors of the breast are more often ER and PR negative in both humans and dogs. Promising breast cancer biomarkers in both humans and canines are cancer-associated stroma (CAS), circulating tumor cells and tumor DNA (ctDNA), exosomes and miRNAs, and metabolites.
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Affiliation(s)
| | - Danila d'Angelo
- Department of Veterinary Medicine and Animal Production, University of Naples Federico II, Naples, Italy
| | - Francesca Ciani
- Department of Veterinary Medicine and Animal Production, University of Naples Federico II, Naples, Italy
| | | | - Francesco Napolitano
- Department of Veterinary Medicine and Animal Production, University of Naples Federico II, Naples, Italy.,CCEINGE, Biotecnologie Avanzate, Naples, Italy
| | - Luigi Avallone
- Department of Veterinary Medicine and Animal Production, University of Naples Federico II, Naples, Italy
| | - Michelino De Laurentiis
- Breast Oncology Division, Istituto Nazionale Tumori IRCCS Fondazione G. Pascale, Naples, Italy
| | - Antonio Giordano
- Center for Biotechnology, College of Science and Technology, Sbarro Institute for Cancer Research and Molecular Medicine, Temple University, Philadelphia, PA, United States.,Department of Medical Biotechnologies, University of Siena, Siena, Italy
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Cullinane C, Fleming C, O’Leary DP, Hassan F, Kelly L, O’Sullivan MJ, Corrigan MA, Redmond HP. Association of Circulating Tumor DNA With Disease-Free Survival in Breast Cancer: A Systematic Review and Meta-analysis. JAMA Netw Open 2020; 3:e2026921. [PMID: 33211112 PMCID: PMC7677763 DOI: 10.1001/jamanetworkopen.2020.26921] [Citation(s) in RCA: 85] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
IMPORTANCE Fragmented DNA is continuously released into the circulation following apoptosis and necrosis of both cancerous and noncancerous cells; when it is released by cancer cells, it is specifically known as circulating tumor DNA (ctDNA). Previous studies have suggested that ctDNA can reflect tumor burden and guide potential therapeutic targets. OBJECTIVE To determine the association of ctDNA with breast cancer disease-free survival (DFS) and progression-free survival in early, locally advanced, and metastatic breast cancer. DATA SOURCES An electronic search was conducted using the Cochrane Library, ScienceDirect, PubMed, and Embase from July 30, 2019, to October 31, 2019; all languages were included. The following search terms were used: ctDNA OR circulating tumor DNA OR liquid biopsy AND breast cancer OR breast carcinoma OR breast tumor AND prognosis OR survival. All titles were screened, and the appropriate abstracts were reviewed. If any data were missing, the authors contacted the study authors for permission to access data and extrapolate hazard ratios (HRs). STUDY SELECTION To be included in the analysis, the studies had to meet the following prespecified inclusion criteria: (1) a ctDNA blood sample was measured; (2) DFS, progression-free survival, or relapse-free survival was reported as an HR; and (3) the patient population only had breast cancer. Retrospective and prospective observational cohort studies were included. DATA EXTRACTION AND SYNTHESIS Two authors (C.C. and C.F.) independently reviewed the literature. All data were recorded independently by both authors and were compared at the end of the reviewing process to limit selection bias. Duplicates were removed and any disparities were clarified. Data were pooled using a fixed-effects or random-effects model according to the study heterogeneity. This study adhered to the guidelines of the Preferred Reporting Items for Systematic Reviews and Meta-Analysis (PRISMA) and Meta-Analysis of Observational Studies in Epidemiology (MOOSE). MAIN OUTCOMES AND MEASURES The primary outcome was the association of ctDNA with DFS or relapse-free survival in breast cancer. Secondary outcomes focused on subgroup analysis in the setting of early breast cancer and metastatic breast cancer. RESULTS From a total of 263 publications found using the predefined search terms, data from 8 studies (3.0%) reporting on 739 patients in total were suitable for inclusion. Circulating tumor DNA gene variation detection (both before and after treatment) was statistically significantly associated with shorter DFS (HR, 4.44; 95% CI, 2.29-8.61; P < .001). Detection of ctDNA was statistically significantly associated with a reduction in DFS in both the early breast cancer subgroup (HR, 8.32; 95% CI, 3.01-22.99; P < .001) and the metastatic or locally advanced subgroup (HR, 1.91; 95% CI, 1.35-2.71; P < .001). Pretreatment and posttreatment plasma sample collection was analyzed in both early and metastatic groups. The posttreatment group encompassed both surgical and oncologic therapy. Pretreatment plasma detection of ctDNA was statistically significantly associated with reduced DFS (HR, 3.30; 95% CI, 1.98-5.52; P < .001). Posttreatment sampling of ctDNA failed to achieve statistical significance (HR, 8.17; 95% CI, 1.01-65.89; P = .05). CONCLUSIONS AND RELEVANCE In this systematic review and meta-analysis, elevated plasma ctDNA was associated with a high risk of relapse. This finding suggests that plasma ctDNA may provide an excellent method to stratify risk and personalize patient follow-up.
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Affiliation(s)
- Carolyn Cullinane
- Department of General and Breast Surgery, Cork University Hospital, Cork, Ireland
- Cork Breast Research Centre, University College Cork, Cork, Ireland
| | - Christina Fleming
- Department of General and Breast Surgery, Cork University Hospital, Cork, Ireland
- Cork Breast Research Centre, University College Cork, Cork, Ireland
| | - Donal Peter O’Leary
- Department of General and Breast Surgery, Cork University Hospital, Cork, Ireland
- Cork Breast Research Centre, University College Cork, Cork, Ireland
| | - Fara Hassan
- Department of General and Breast Surgery, Cork University Hospital, Cork, Ireland
- Cork Breast Research Centre, University College Cork, Cork, Ireland
| | - Louise Kelly
- Department of General and Breast Surgery, Cork University Hospital, Cork, Ireland
- Cork Breast Research Centre, University College Cork, Cork, Ireland
| | - Martin J. O’Sullivan
- Department of General and Breast Surgery, Cork University Hospital, Cork, Ireland
- Cork Breast Research Centre, University College Cork, Cork, Ireland
| | - Mark Antony Corrigan
- Department of General and Breast Surgery, Cork University Hospital, Cork, Ireland
- Cork Breast Research Centre, University College Cork, Cork, Ireland
| | - Henry Paul Redmond
- Department of General and Breast Surgery, Cork University Hospital, Cork, Ireland
- Cork Breast Research Centre, University College Cork, Cork, Ireland
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Marra A, Trapani D, Viale G, Criscitiello C, Curigliano G. Practical classification of triple-negative breast cancer: intratumoral heterogeneity, mechanisms of drug resistance, and novel therapies. NPJ Breast Cancer 2020; 6:54. [PMID: 33088912 PMCID: PMC7568552 DOI: 10.1038/s41523-020-00197-2] [Citation(s) in RCA: 180] [Impact Index Per Article: 36.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2020] [Accepted: 09/17/2020] [Indexed: 02/07/2023] Open
Abstract
Triple-negative breast cancer (TNBC) is not a unique disease, encompassing multiple entities with marked histopathological, transcriptomic and genomic heterogeneity. Despite several efforts, transcriptomic and genomic classifications have remained merely theoretic and most of the patients are being treated with chemotherapy. Driver alterations in potentially targetable genes, including PIK3CA and AKT, have been identified across TNBC subtypes, prompting the implementation of biomarker-driven therapeutic approaches. However, biomarker-based treatments as well as immune checkpoint inhibitor-based immunotherapy have provided contrasting and limited results so far. Accordingly, a better characterization of the genomic and immune contexture underpinning TNBC, as well as the translation of the lessons learnt in the metastatic disease to the early setting would improve patients' outcomes. The application of multi-omics technologies, biocomputational algorithms, assays for minimal residual disease monitoring and novel clinical trial designs are strongly warranted to pave the way toward personalized anticancer treatment for patients with TNBC.
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Affiliation(s)
- Antonio Marra
- Division of Early Drug Development for Innovative Therapies, IEO, European Institute of Oncology IRCCS, Via Ripamonti, 435, 20141 Milan, Italy
- Department of Oncology and Haemato-Oncology, University of Milano, Via Festa del Perdono, 7, 20122 Milan, Italy
| | - Dario Trapani
- Division of Early Drug Development for Innovative Therapies, IEO, European Institute of Oncology IRCCS, Via Ripamonti, 435, 20141 Milan, Italy
| | - Giulia Viale
- Division of Early Drug Development for Innovative Therapies, IEO, European Institute of Oncology IRCCS, Via Ripamonti, 435, 20141 Milan, Italy
| | - Carmen Criscitiello
- Division of Early Drug Development for Innovative Therapies, IEO, European Institute of Oncology IRCCS, Via Ripamonti, 435, 20141 Milan, Italy
| | - Giuseppe Curigliano
- Division of Early Drug Development for Innovative Therapies, IEO, European Institute of Oncology IRCCS, Via Ripamonti, 435, 20141 Milan, Italy
- Department of Oncology and Haemato-Oncology, University of Milano, Via Festa del Perdono, 7, 20122 Milan, Italy
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Limited Practical Utility of Liquid Biopsy in the Treated Patients with Advanced Breast Cancer. Diagnostics (Basel) 2020; 10:diagnostics10080523. [PMID: 32731384 PMCID: PMC7460238 DOI: 10.3390/diagnostics10080523] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2020] [Accepted: 07/24/2020] [Indexed: 12/16/2022] Open
Abstract
Recently, liquid biopsy has emerged as a tool to monitor oncologic disease progression and the effects of treatment. In this study we aimed to determine the clinical utility of liquid biopsy relative to conventional oncological post-treatment surveillance. Plasma cell-free (cf) DNA was collected from six healthy women and 37 patients with breast cancer (18 and 19 with stage III and IV tumors, respectively). CfDNA was assessed using the Oncomine Pan-Cancer Cell-Free Assay. In cfDNA samples from patients with BC, 1112 variants were identified, with only a few recurrent or hotspot mutations within specific regions of cancer genes. Of 65 potentially pathogenic variants detected in tumors, only 19 were also discovered in at least one blood sample. The allele frequencies of detected variants (VAFs) were <1% in cfDNA from all controls and patients with stage III BC, and 24/85 (28.2%) variants had VAFs > 1% in only 8 of 25 (32%) patients with stage IV BC. Copy number variations (CNVs) spanning CDK4, MET, FGFR1, FGFR2, ERBB2, MYC, and CCND3 were found in 1 of 12 (8%) and 8 of 25 (32%) patients with stage III and IV tumors, respectively. In healthy controls and patients without BC progression after treatment, VAFs were <1%, while in patients with metastatic disease and/or more advanced genomic alterations, VAFs > 1% and/or CNV were detected in approximately 30%. Therefore, most patients with stage IV BC could not be distinguished from those with stage III disease following therapy, based on liquid biopsy results.
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23
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Liu K, Tong H, Li T, Chen Y, Mao X. Potential value of circulating tumor DNA in gynecological tumors. Am J Transl Res 2020; 12:3225-3233. [PMID: 32774696 PMCID: PMC7407692] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2020] [Accepted: 06/19/2020] [Indexed: 06/11/2023]
Abstract
Though the survival of patients with gynecological tumors has been significantly prolonged by radiotherapy, chemotherapy, targeted therapy and other treatments, the way to improve the patients' life quality still needs investigation. Circulating tumor DNA (ctDNA), which contains tumor genetic information, has the potential in early diagnosis of malignancies due to its high consistency with tumor tissues. Using the key words including "digital PCR", "ctDNA", "technology of digital PCR", and "detection method", "gynecological tumor", we retrieved the original articles and reviews in PubMed and WEB OF SCI database published before May 10, 2019 and performed a thorough review of them. The analysis of ctDNA could provide a comprehensive description of tumor genome, overcome the heterogeneity of tissue biopsy, and supplement the missing mutations in tissue samples. Furthermore, ctDNA could be used as a target of liquid biopsy. Our study also showed that digital PCR technology has a good potential to detect ctDNA in gynecological tumors.
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Affiliation(s)
- Kangsheng Liu
- Department of Clinical Laboratory, Women’s Hospital of Nanjing Medical University, Nanjing Maternity and Child Health Care HospitalNanjing 210029, Jiangsu, China
| | - Hua Tong
- Department of Obstetrics and Gynecology, Women’s Hospital of Nanjing Medical University, Nanjing Maternity and Child Health Care HospitalNanjing 210029, Jiangsu, China
| | - Taiping Li
- Department of Neuro-Psychiatric Institute, The Affiliated Brain Hospital of Nanjing Medical UniversityNanjing 210029, Jiangsu, China
| | - Yajun Chen
- Department of Clinical Laboratory, Women’s Hospital of Nanjing Medical University, Nanjing Maternity and Child Health Care HospitalNanjing 210029, Jiangsu, China
| | - Xiaodong Mao
- Department of Endocrinology, Affiliated Hospital of Integrated Traditional Chinese and Western Medicine, Nanjing University of Chinese MedicineNanjing 210028, Jiangsu, China
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24
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Cocco S, Piezzo M, Calabrese A, Cianniello D, Caputo R, Di Lauro V, Fusco G, di Gioia G, Licenziato M, de Laurentiis M. Biomarkers in Triple-Negative Breast Cancer: State-of-the-Art and Future Perspectives. Int J Mol Sci 2020; 21:E4579. [PMID: 32605126 PMCID: PMC7369987 DOI: 10.3390/ijms21134579] [Citation(s) in RCA: 72] [Impact Index Per Article: 14.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2020] [Revised: 06/23/2020] [Accepted: 06/25/2020] [Indexed: 12/12/2022] Open
Abstract
Triple-negative breast cancer (TNBC) is a heterogeneous group of tumors characterized by aggressive behavior, high risk of distant recurrence, and poor survival. Chemotherapy is still the main therapeutic approach for this subgroup of patients, therefore, progress in the treatment of TNBC remains an important challenge. Data derived from molecular technologies have identified TNBCs with different gene expression and mutation profiles that may help developing targeted therapies. So far, however, only a few of these have shown to improve the prognosis and outcomes of TNBC patients. Robust predictive biomarkers to accelerate clinical progress are needed. Herein, we review prognostic and predictive biomarkers in TNBC, discuss the current evidence supporting their use, and look at the future of this research field.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | - Michelino de Laurentiis
- Istituto Nazionale Tumori IRCCS “Fondazione G. Pascale”, Via Mariano Semmola, 53, 80131 Napoli NA, Italy; (S.C.); (M.P.); (A.C.); (D.C.); (R.C.); (V.D.L.); (G.F.); (G.d.G.); (M.L.)
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Sun X, Liu Y, Liu L, Yin F, Liu R, Guo T, Li X, Xue Q. Label-free amplified fluorescence detection of DNA biomarkers based on KFP polymerase-driven double strand displacement reactions and magnetic nanoprobes. ANALYTICAL METHODS : ADVANCING METHODS AND APPLICATIONS 2020; 12:3092-3097. [PMID: 32930168 DOI: 10.1039/d0ay00338g] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
Developing a sensitive, low-cost and general sensing platform for the analysis of a DNA biomarker and its mutation is important for early cancer screening. In our work, the tumor suppressor gene-p53 DNA was chosen as the model DNA biomarker due to its vital role in preventing oncogene cancer-inhibiting activity through mediating cellular proliferation and apoptosis. Compared with tumor biopsy, the quantification of p53 DNA and its mutation in biofluids (such as urine) is more convenient due to its simple operation and non-invasiveness. Herein, a label-free amplified fluorescence assay has been developed for p53 DNA in urine samples through the KFP polymerase-driven double strand displacement reactions and a magnetic nanoprobe. First, the ssDNA probe (RP) was designed with antisense sequences for p53 DNA and the Nb.BbvCI endonuclease recognition site. In the presence of p53 DNA, the formed dsDNA between RP and p53 DNA served as an engaging primer to initiate the first strand displacement reaction (SDA) under the action of KFP DNA polymerase and Nb.BbvCI, generating abundant short ssDNA (primer). Subsequently, the resulting primers will initiate the downstream SDA through the primer-hairpin DNA (HPa) binding, opening up, and extension of HPb and HPc under the action of KFP DNA polymerase. In the process of this final DNA polymerization reaction, the primer hybridized on HPa is released and goes on to initiate another round, forming plenty of duplex Y-shaped DNA. With the integration of SYBR Green I (SG I) into these duplex DNA, the amplified label-free fluorescence detection platform for p53 DNA can be achieved. Moreover, a biotin modified nanoprobe (bio-CP) was used to capture the superfluous HP. By performing the separation function, the binding of superfluous HP and SG could be avoided and a low background can be acquired. Benefiting from the abundant SG intercalation sites of Y-shaped DNA and low background signals, this method showed excellent sensitivity with a detection limit of 0.012 nM, and the p53 DNA in urine samples was evaluated, offering a powerful tool for biomedical research and clinical diagnosis.
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Affiliation(s)
- Xia Sun
- Department of Chemistry, Liaocheng University, Liao Cheng 252059, China.
| | - Yeling Liu
- Department of Chemistry, Liaocheng University, Liao Cheng 252059, China.
| | - Liqi Liu
- Department of Chemistry, Liaocheng University, Liao Cheng 252059, China.
| | - Fei Yin
- Department of Chemistry, Liaocheng University, Liao Cheng 252059, China.
| | - Ruixin Liu
- Department of Chemistry, Liaocheng University, Liao Cheng 252059, China.
| | - Tianyu Guo
- Department of Art and Science, University of Vermont, 05405, Burlington, Vermont, USA
| | - Xia Li
- Department of Chemistry, Liaocheng University, Liao Cheng 252059, China.
| | - Qingwang Xue
- Department of Chemistry, Liaocheng University, Liao Cheng 252059, China.
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Comparison of PICC and TIVAP in chemotherapy for patients with thyroid cancer. Oncol Lett 2020; 20:1657-1662. [PMID: 32724407 PMCID: PMC7377162 DOI: 10.3892/ol.2020.11732] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2019] [Accepted: 12/03/2019] [Indexed: 12/19/2022] Open
Abstract
Peripherally inserted central catheters (PICC) and totally implantable venous-access ports (TIVAP) were compared in chemotherapy for patients with thyroid cancer. A retrospective analysis was performed on the clinical data of patients with thyroid cancer who were treated with PICC and TIVAP for chemotherapy in Qingdao Municipal Hospital from January 2013 to March 2018. Patients in the PICC and TIVAP groups were compared in terms of the success rate, indwelling time, complications, quality of life and nursing satisfaction. There was no statistically significant difference in the success rate between the two groups (P>0.05). The indwelling time in the TIVAP group was significantly longer than that in the PICC group (P<0.05). The incidence rate of complications in the TIVAP group (0%) was significantly lower than that in the PICC group (14.58%) (P<0.05). The quality of life score in the PICC group was significantly lower than that in the TIVAP group (P<0.05). There was no statistically significant difference in the nursing satisfaction score between the two groups (P>0.05). In conclusion, as an ideal venous access to chemotherapy for thyroid cancer, TIVAP has longer indwelling time and fewer adverse reactions and improves the quality of life of the patients.
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Rodrigues de Bastos D, Nagai MA. In silico analyses identify lncRNAs: WDFY3-AS2, BDNF-AS and AFAP1-AS1 as potential prognostic factors for patients with triple-negative breast tumors. PLoS One 2020; 15:e0232284. [PMID: 32401758 PMCID: PMC7219740 DOI: 10.1371/journal.pone.0232284] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2019] [Accepted: 04/10/2020] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND Long non-coding RNAs (lncRNAs) are characterized as having 200 nucleotides or more and not coding any protein, and several been identified as differentially expressed in several human malignancies, including breast cancer. METHODS Here, we evaluated lncRNAs differentially expressed in triple-negative breast cancer (TNBC) from a cDNA microarray data set obtained in a previous study from our group. Using in silico analyses in combination with a review of the current literature, we identify three lncRNAs as potential prognostic factors for TNBC patients. RESULTS We found that the expression of WDFY3-AS2, BDNF-AS, and AFAP1-AS1 was associated with poor survival in patients with TNBCs. WDFY3-AS2 and BDNF-AS are lncRNAs known to play an important role in tumor suppression of different types of cancer, while AFAP1-AS1 exerts oncogenic activity. CONCLUSION Our findings provided evidence that WDFY3-AS2, BDNF-AS, and AFAP1-AS1 may be potential prognostic factors in TNBC development.
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Affiliation(s)
- Daniel Rodrigues de Bastos
- Discipline of Oncology, Department of Radiology and Oncology, Faculty of Medicine, University of São Paulo, São Paulo, Brazil
- Laboratory of Molecular Genetics, Center for Translational Research in Oncology, Cancer Institute of São Paulo, São Paulo, Brazil
| | - Maria A. Nagai
- Discipline of Oncology, Department of Radiology and Oncology, Faculty of Medicine, University of São Paulo, São Paulo, Brazil
- Laboratory of Molecular Genetics, Center for Translational Research in Oncology, Cancer Institute of São Paulo, São Paulo, Brazil
- * E-mail:
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Fabbri F, Salvi S, Bravaccini S. Know your enemy: Genetics, aging, exposomic and inflammation in the war against triple negative breast cancer. Semin Cancer Biol 2019; 60:285-293. [PMID: 31669505 DOI: 10.1016/j.semcancer.2019.10.015] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2019] [Revised: 10/21/2019] [Accepted: 10/22/2019] [Indexed: 01/11/2023]
Abstract
Triple negative breast cancer (TNBC) is one of the most biologically aggressive and very often lethal breast disease. It is one of the most puzzling women malignancies, and it currently appears not to be a good candidate to a standardized, unanimously accepted and sufficiently active therapeutic strategy. Fast proliferating and poorly differentiated, it is histopathologically heterogeneous, and even more ambiguous at the molecular level, offering few recurrent actionable targets to the clinicians. It is a formidable and vicious enemy that requires a huge investigational effort to find its vital weak spots. Here, we provide a broad review of "old but gold" biological aspects that taken together may help in finding new TNBC management strategies. A better and updated knowledge of the origins, war-like tactics, refueling mechanisms and escape routes of TNBC, will help in moving the decisive steps towards its final defeat.
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Affiliation(s)
- Francesco Fabbri
- Istituto Scientifico Romagnolo per lo Studio e la Cura dei Tumori (IRST) IRCCS, Meldola, Italy
| | - Samanta Salvi
- Istituto Scientifico Romagnolo per lo Studio e la Cura dei Tumori (IRST) IRCCS, Meldola, Italy.
| | - Sara Bravaccini
- Istituto Scientifico Romagnolo per lo Studio e la Cura dei Tumori (IRST) IRCCS, Meldola, Italy
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Tuaeva NO, Falzone L, Porozov YB, Nosyrev AE, Trukhan VM, Kovatsi L, Spandidos DA, Drakoulis N, Kalogeraki A, Mamoulakis C, Tzanakakis G, Libra M, Tsatsakis A. Translational Application of Circulating DNA in Oncology: Review of the Last Decades Achievements. Cells 2019; 8:E1251. [PMID: 31615102 PMCID: PMC6829588 DOI: 10.3390/cells8101251] [Citation(s) in RCA: 50] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2019] [Revised: 09/30/2019] [Accepted: 10/12/2019] [Indexed: 02/06/2023] Open
Abstract
In recent years, the introduction of new molecular techniques in experimental and clinical settings has allowed researchers and clinicians to propose circulating-tumor DNA (ctDNA) analysis and liquid biopsy as novel promising strategies for the early diagnosis of cancer and for the definition of patients' prognosis. It was widely demonstrated that through the non-invasive analysis of ctDNA, it is possible to identify and characterize the mutational status of tumors while avoiding invasive diagnostic strategies. Although a number of studies on ctDNA in patients' samples significantly contributed to the improvement of oncology practice, some investigations generated conflicting data about the diagnostic and prognostic significance of ctDNA. Hence, to highlight the relevant achievements obtained so far in this field, a clearer description of the current methodologies used, as well as the obtained results, are strongly needed. On these bases, this review discusses the most relevant studies on ctDNA analysis in cancer, as well as the future directions and applications of liquid biopsy. In particular, special attention was paid to the early diagnosis of primary cancer, to the diagnosis of tumors with an unknown primary location, and finally to the prognosis of cancer patients. Furthermore, the current limitations of ctDNA-based approaches and possible strategies to overcome these limitations are presented.
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Affiliation(s)
- Natalia O Tuaeva
- I.M. Sechenov First Moscow State Medical University (Sechenov University), 119048 Moscow, Russia.
| | - Luca Falzone
- Department of Biomedical and Biotechnlogical Sciences, University of Catania, 95123 Catania, Italy.
- Epidemiology Unit, IRCCS Istituto Nazionale Tumori "Fondazione G. Pascale", 80131 Naples, Italy.
| | - Yuri B Porozov
- I.M. Sechenov First Moscow State Medical University (Sechenov University), 119048 Moscow, Russia.
- ITMO University, Saint Petersburg 197101, Russia.
| | - Alexander E Nosyrev
- I.M. Sechenov First Moscow State Medical University (Sechenov University), 119048 Moscow, Russia.
| | - Vladimir M Trukhan
- I.M. Sechenov First Moscow State Medical University (Sechenov University), 119048 Moscow, Russia.
| | - Leda Kovatsi
- Laboratory of Forensic Medicine and Toxicology, School of Medicine, Aristotle University of Thessaloniki, 54248 Thessaloniki, Greece.
| | - Demetrios A Spandidos
- Laboratory of Clinical Virology, Medical School, University of Crete, Heraklion, 70013 Crete, Greece.
| | - Nikolaos Drakoulis
- Research Group of Clinical Pharmacology and Pharmacogenomics, Faculty of Pharmacy, School of Health Sciences, National and Kapodistrian University of Athens, 15771 Zografou, Greece.
| | - Alexandra Kalogeraki
- Department of Pathology-Cytopathology, Medical School, University of Crete, Heraklion, 70013 Crete, Greece.
| | - Charalampos Mamoulakis
- Department of Urology, University General Hospital of Heraklion, University of Crete, Medical School, Heraklion, 70013 Crete, Greece.
| | - George Tzanakakis
- Laboratory of Anatomy-Histology-Embryology, Medical School, University of Crete, Heraklion, 70013 Crete, Greece.
| | - Massimo Libra
- Department of Biomedical and Biotechnlogical Sciences, University of Catania, 95123 Catania, Italy.
- Research Center for Prevention, Diagnosis and Treatment of Cancer, University of Catania, 95123 Catania, Italy.
| | - Aristides Tsatsakis
- I.M. Sechenov First Moscow State Medical University (Sechenov University), 119048 Moscow, Russia.
- Department of Forensic Sciences and Toxicology, Faculty of Medicine, University of Crete, Heraklion, 71003 Crete, Greece.
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