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Lorenzi M, Resi MV, Bonanno L, Frega S, Dal Maso A, Ferro A, Guarneri V, Pasello G. Tissue and circulating biomarkers of benefit to immunotherapy in extensive-stage small cell lung cancer patients. Front Immunol 2024; 15:1308109. [PMID: 38348046 PMCID: PMC10859471 DOI: 10.3389/fimmu.2024.1308109] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2023] [Accepted: 01/12/2024] [Indexed: 02/15/2024] Open
Abstract
Extensive stage-Small-Cell Lung Cancer (ES-SCLC) is an aggressive cancer with dismal prognosis. The addition of immune-checkpoint inhibitors (ICIs) to platinum-based chemotherapy have been consistently demonstrated to improve outcomes and survival, becoming the new standard in first - line treatment of ES-SCLC patients. However, despite positive results reported in the pivotal trials, longer benefit appears evident only for a selected group of patients. Several predictive biomarkers have been studied so far but the prospective identification of patients more likely to experience better outcome seems to be challenging in SCLC. Indeed, classical immune predictive biomarkers as PD-L1 and tumor mutational burden (TMB) seem not to correlate with outcomes. Recently, a new molecular classification of SCLC based on differential expression of genes associated with specific clinical behaviors and therapeutic vulnerability have been presented suggesting a new field to be investigated. Despite the achievements, these studies focused mainly on inter-tumoral heterogeneity, limiting the exploration of intra-tumoral heterogeneity and cell to cell interactions. New analysis methods are ongoing in order to explore subtypes plasticity. Analysis on single biopsies cannot catch the whole genomic profile and dynamic change of disease over time and during treatment. Moreover, the availability of tissue for translational research is limited due to the low proportion of patients undergoing surgery. In this context, liquid biopsy is a promising tool to detect reliable predictive biomarkers. Here, we reviewed the current available data on predictive role of tissue and liquid biomarkers in ES-SCLC patients receiving ICIs. We assessed latest results in terms of predictive and prognostic value of gene expression profiling in SCLC. Finally, we explored the role of liquid biopsy as a tool to monitor SCLC patients over time.
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Affiliation(s)
- Martina Lorenzi
- Department of Medical Oncology, Santa Chiara Hospital, Trento, Italy
| | - Maria Vittoria Resi
- Division of Medical Oncology 2, Veneto Institute of Oncology - IRCCS, Padova, Italy
- Department of Surgery, Oncology, and Gastroenterology, University of Padova, Padova, Italy
| | - Laura Bonanno
- Division of Medical Oncology 2, Veneto Institute of Oncology - IRCCS, Padova, Italy
| | - Stefano Frega
- Division of Medical Oncology 2, Veneto Institute of Oncology - IRCCS, Padova, Italy
| | - Alessandro Dal Maso
- Division of Medical Oncology 2, Veneto Institute of Oncology - IRCCS, Padova, Italy
| | - Alessandra Ferro
- Division of Medical Oncology 2, Veneto Institute of Oncology - IRCCS, Padova, Italy
| | - Valentina Guarneri
- Division of Medical Oncology 2, Veneto Institute of Oncology - IRCCS, Padova, Italy
- Department of Surgery, Oncology, and Gastroenterology, University of Padova, Padova, Italy
| | - Giulia Pasello
- Division of Medical Oncology 2, Veneto Institute of Oncology - IRCCS, Padova, Italy
- Department of Surgery, Oncology, and Gastroenterology, University of Padova, Padova, Italy
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Pizzutilo EG, Pedrani M, Amatu A, Ruggieri L, Lauricella C, Veronese SM, Signorelli D, Cerea G, Giannetta L, Siena S, Sartore-Bianchi A. Liquid Biopsy for Small Cell Lung Cancer either De Novo or Transformed: Systematic Review of Different Applications and Meta-Analysis. Cancers (Basel) 2021; 13:2265. [PMID: 34066817 PMCID: PMC8125928 DOI: 10.3390/cancers13092265] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2021] [Revised: 05/02/2021] [Accepted: 05/03/2021] [Indexed: 12/18/2022] Open
Abstract
BACKGROUND The potential added value of liquid biopsy (LB) is not well determined in the case of small cell lung cancer (SCLC), an aggressive tumor that can occur either de novo or from the histologic transformation of non-small cell lung cancer (NSCLC). METHODS A systematic review of studies adopting LB in patients with SCLC have been performed to assess the clinical utility of circulating tumor DNA (ctDNA) or circulating tumor cells (CTCs). RESULTS After a screening of 728 records, 62 studies (32 evaluating CTCs, 27 ctDNA, and 3 both) met predetermined eligibility criteria. Only four studies evaluated LB in the diagnostic setting for SCLC, while its prognostic significance was evaluated in 38 studies and prominently supported by both ctDNA and CTCs. A meta-analysis of 11 studies as for CTCs enumeration showed an HR for overall survival of 2.63 (1.71-4.05), with a potential publication bias. The feasibility of tumor genomic profiling and the predictive role of LB in terms of response/resistance to chemotherapy was assessed in 11 and 24 studies, respectively, with greater consistency for those regarding ctDNA. Intriguingly, several case reports suggest that LB can indirectly capture the transition to SCLC in NSCLC treated with EGFR tyrosine kinase inhibitors. CONCLUSIONS While dedicated trials are needed, LB holds potential clinical roles in both de novo and transformed SCLC. CtDNA analysis appears the most valuable and practicable tool for both disease monitoring and genomic profiling.
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Affiliation(s)
- Elio Gregory Pizzutilo
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, 20162 Milan, Italy; (E.G.P.); (M.P.); (A.A.); (L.R.); (C.L.); (S.M.V.); (D.S.); (G.C.); (L.G.); (S.S.)
- Department of Oncology and Hemato-Oncology, Università degli Studi di Milano, 20122 Milan, Italy
| | - Martino Pedrani
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, 20162 Milan, Italy; (E.G.P.); (M.P.); (A.A.); (L.R.); (C.L.); (S.M.V.); (D.S.); (G.C.); (L.G.); (S.S.)
- Department of Oncology and Hemato-Oncology, Università degli Studi di Milano, 20122 Milan, Italy
| | - Alessio Amatu
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, 20162 Milan, Italy; (E.G.P.); (M.P.); (A.A.); (L.R.); (C.L.); (S.M.V.); (D.S.); (G.C.); (L.G.); (S.S.)
| | - Lorenzo Ruggieri
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, 20162 Milan, Italy; (E.G.P.); (M.P.); (A.A.); (L.R.); (C.L.); (S.M.V.); (D.S.); (G.C.); (L.G.); (S.S.)
- Department of Oncology and Hemato-Oncology, Università degli Studi di Milano, 20122 Milan, Italy
| | - Calogero Lauricella
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, 20162 Milan, Italy; (E.G.P.); (M.P.); (A.A.); (L.R.); (C.L.); (S.M.V.); (D.S.); (G.C.); (L.G.); (S.S.)
| | - Silvio Marco Veronese
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, 20162 Milan, Italy; (E.G.P.); (M.P.); (A.A.); (L.R.); (C.L.); (S.M.V.); (D.S.); (G.C.); (L.G.); (S.S.)
| | - Diego Signorelli
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, 20162 Milan, Italy; (E.G.P.); (M.P.); (A.A.); (L.R.); (C.L.); (S.M.V.); (D.S.); (G.C.); (L.G.); (S.S.)
| | - Giulio Cerea
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, 20162 Milan, Italy; (E.G.P.); (M.P.); (A.A.); (L.R.); (C.L.); (S.M.V.); (D.S.); (G.C.); (L.G.); (S.S.)
| | - Laura Giannetta
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, 20162 Milan, Italy; (E.G.P.); (M.P.); (A.A.); (L.R.); (C.L.); (S.M.V.); (D.S.); (G.C.); (L.G.); (S.S.)
| | - Salvatore Siena
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, 20162 Milan, Italy; (E.G.P.); (M.P.); (A.A.); (L.R.); (C.L.); (S.M.V.); (D.S.); (G.C.); (L.G.); (S.S.)
- Department of Oncology and Hemato-Oncology, Università degli Studi di Milano, 20122 Milan, Italy
| | - Andrea Sartore-Bianchi
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, 20162 Milan, Italy; (E.G.P.); (M.P.); (A.A.); (L.R.); (C.L.); (S.M.V.); (D.S.); (G.C.); (L.G.); (S.S.)
- Department of Oncology and Hemato-Oncology, Università degli Studi di Milano, 20122 Milan, Italy
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Church M, Carter L, Blackhall F. Liquid Biopsy in Small Cell Lung Cancer-A Route to Improved Clinical Care? Cells 2020; 9:E2586. [PMID: 33287165 PMCID: PMC7761700 DOI: 10.3390/cells9122586] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2020] [Revised: 11/27/2020] [Accepted: 11/30/2020] [Indexed: 01/22/2023] Open
Abstract
Small cell lung cancer (SCLC) has a particularly poor prognosis despite the high initial response to first-line systemic therapy, and there is a well-recognised lack of meaningful treatments beyond the second line. A number of reasons have been put forward to explain this, including a lack of common, easily-druggable genetic mutations in SCLC and rarity of high-quality tissue samples due to late presentation. Liquid biopsies, including circulating tumour cells (CTCs) and circulating tumour DNA (ctDNA) are increasingly used as surrogates for tumour tissue and have the advantage of being easily obtained serially to inform on the biology of disease progression and acquired chemoresistance, and may provide a pathway to improve care in this notoriously refractory disease. Here we discuss the current evidence behind these liquid biopsy methods in SCLC, and how they could be employed in future clinical care.
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Affiliation(s)
- Matt Church
- Division of Cancer Sciences, Faculty of Biology Medicine and Health, University of Manchester, Manchester M13 9PL, UK; (M.C.); (L.C.)
| | - Louise Carter
- Division of Cancer Sciences, Faculty of Biology Medicine and Health, University of Manchester, Manchester M13 9PL, UK; (M.C.); (L.C.)
- The Christie NHS Foundation Trust, Wilmslow Road, Manchester M20 4BX, UK
| | - Fiona Blackhall
- Division of Cancer Sciences, Faculty of Biology Medicine and Health, University of Manchester, Manchester M13 9PL, UK; (M.C.); (L.C.)
- The Christie NHS Foundation Trust, Wilmslow Road, Manchester M20 4BX, UK
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Yousefi M, Ghaffari P, Nosrati R, Dehghani S, Salmaninejad A, Abarghan YJ, Ghaffari SH. Prognostic and therapeutic significance of circulating tumor cells in patients with lung cancer. Cell Oncol (Dordr) 2019; 43:31-49. [PMID: 31828552 DOI: 10.1007/s13402-019-00470-y] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/06/2019] [Indexed: 12/11/2022] Open
Abstract
BACKGROUND Lung cancer is the second most common cancer and the main cause of cancer-related mortality worldwide. In spite of various efforts that have been made to facilitate the early diagnosis of lung cancer, most patients are diagnosed when the disease is already in stage IV, which is generally associated with the occurrence of distant metastases and a poor survival. Moreover, a large proportion of these patients will relapse after treatment, heralding the need for the stratification of lung cancer patients in addition to identifying those who are at a higher risk of relapse and, thus, require alternative and/or additional therapies. Recently, circulating tumor cells (CTCs) have been considered as valuable markers for the early diagnosis, prognosis and risk stratification of cancer patients, and they have been found to be able to predict the survival of patients with various types of cancer, including lung cancer. Additionally, the characterization of CTCs has recently provided fascinating insights into the heterogeneity of tumors, which may be instrumental for the development of novel targeted therapies. CONCLUSIONS Here we review our current understanding of the significance of CTCs in lung cancer metastasis. We also discuss prominent studies reporting the utility of enumeration and characterization of CTCs in lung cancer patients as prognostic and pharmacodynamic biomarkers for those who are at a higher risk of metastasis and drug resistance.
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Affiliation(s)
- Meysam Yousefi
- Department of Medical Genetics, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran.,Department of Medical Genetics, Faculty of Medicine, Ahvaz Jundishapur University of Medical Sciences, Ahvaz, Iran
| | - Parisa Ghaffari
- Hematology, Oncology and Stem Cell Transplantation Research Center, Shariati Hospital, Tehran University of Medical Sciences, Tehran, Iran
| | - Rahim Nosrati
- Cellular and Molecular Research Center, School of Medicine, Guilan University of Medical Sciences, Rasht, Iran.,Department of Pharmaceutical Biotechnology, School of Pharmacy, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Sadegh Dehghani
- Department of Medical Biotechnology, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Arash Salmaninejad
- Department of Medical Genetics, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran.,Drug Applied Research Center, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Yousef Jafari Abarghan
- Department of Medical Genetics, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Seyed H Ghaffari
- Hematology, Oncology and Stem Cell Transplantation Research Center, Shariati Hospital, Tehran University of Medical Sciences, Tehran, Iran.
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Lum C, Alamgeer M. Technological and Therapeutic Advances in Advanced Small Cell Lung Cancer. Cancers (Basel) 2019; 11:E1570. [PMID: 31619019 PMCID: PMC6826371 DOI: 10.3390/cancers11101570] [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: 09/15/2019] [Revised: 10/08/2019] [Accepted: 10/10/2019] [Indexed: 12/17/2022] Open
Abstract
Small cell lung cancer (SCLC) accounts for approximately 10-15% of all lung cancers. The prognosis is poor with median survival in the advanced stage remaining at around 12 months. Despite applying every known therapeutic approach, no major breakthrough has improved the overall survival in the last 30 years. Historically, experiments performed on conventional cell lines may have limitations of not accurately reflecting the complex biological and genomic heterogeneity of this disease. However, additional knowledge gained from recently developed genetically engineered mouse models (GEMMs) and patient derived xenografts (PDXs) have made encouraging inroads. Whole genome sequencing (WGS) data reveals a high mutational burden and a number of genetic alterations but low frequency of targetable mutations. Despite several failures, considerable therapeutic opportunities have recently emerged. Potentially promising therapies include those targeting DNA damage repair, stem cell/renewal and drug resistant mechanisms. Modest success has also been achieved with immune checkpoint inhibitors while therapeutic exploration of various other components of the immune system is underway. However, the complex heterogeneities reflect the need for accurate bio-markers to translate novel discoveries into clinical benefit. Additionally, the molecular mechanisms that differentiate chemo-sensitive from chemo-refractory disease remain unknown. Obtaining reliable tumour samples by utilising novel techniques such as endobronchial ultrasound guided needle aspiration or adopting to liquid biopsies are becoming popular. This review will focus on recent technological and therapeutic advancements to surmount this recalcitrant disease.
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Affiliation(s)
- Caroline Lum
- Department of Medical Oncology, Monash Health and Monash University, Clayton, VIC 3168, Australia.
| | - Muhammad Alamgeer
- Department of Medical Oncology, Monash Health and Monash University, Clayton, VIC 3168, Australia.
- Centre for Cancer Research, Hudson Institute of Medical Research, Monash University, Clayton, VIC 3168, Australia.
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6
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Pezzuto F, Fortarezza F, Lunardi F, Calabrese F. Are there any theranostic biomarkers in small cell lung carcinoma? J Thorac Dis 2019; 11:S102-S112. [PMID: 30775033 DOI: 10.21037/jtd.2018.12.14] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Small cell lung cancer (SCLC), an aggressive lung tumour with a poor prognosis, has a high load of somatic mutations, mainly induced by tobacco carcinogens given the strong association with smoking. Advances in genomic, epigenetic and proteomic profiling have significantly improved our understanding of the molecular and cellular biology of SCLC. Given the high mutational burden of SCLC the immune microenvironment is another exciting area under investigation even if it seems to be quite distinct from that of other solid tumours. In this review we will outline the current progress in molecular etiology of SCLC mentioning some key markers considered promising theranostic biomarkers.
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Affiliation(s)
- Federica Pezzuto
- Department of Cardiac, Thoracic, Vascular Sciences and Public Health, University of Padova Medical School, Padova, Italy
| | - Francesco Fortarezza
- Department of Cardiac, Thoracic, Vascular Sciences and Public Health, University of Padova Medical School, Padova, Italy
| | - Francesca Lunardi
- Department of Cardiac, Thoracic, Vascular Sciences and Public Health, University of Padova Medical School, Padova, Italy
| | - Fiorella Calabrese
- Department of Cardiac, Thoracic, Vascular Sciences and Public Health, University of Padova Medical School, Padova, Italy
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7
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Shen J, Zhao J, Jiang T, Li X, Zhao C, Su C, Zhou C. Predictive and prognostic value of folate receptor-positive circulating tumor cells in small cell lung cancer patients treated with first-line chemotherapy. Oncotarget 2018; 8:49044-49052. [PMID: 28467771 PMCID: PMC5564747 DOI: 10.18632/oncotarget.17039] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2017] [Accepted: 03/31/2017] [Indexed: 01/17/2023] Open
Abstract
To assess the predictive and prognostic significance of folate receptor (FR)-positive circulating tumor cells (CTCs) in patients with small cell lung cancer (SCLC) received first-line chemotherapy. Eligible patients with chemotherapy-naïve, unresectable SCLC were enrolled and blood samples were collected. CTCs were enumerated using ligand-targeted polymerase chain reaction (LT-PCR) at baseline, after two cycles of chemotherapy regimen and on disease progression. In total, 80 patients were enrolled and 67 (83.8%) had positive CTC count at baseline (CTCs ≥ 8.7 FU/3mL). The baseline CTC counts in patients with partial response (PR) were significantly higher than those with progression disease (PD) (P = 0.0365). An obvious reduction of CTC enumeration after two cycles of chemotherapy was significantly correlated with PR (P = 0.0380), instead of SD (P = 0.4934). Among positive CTC count group, patients with relative low CTC level had significantly longer progression-free survival (PFS) and overall survival (OS) than those with high CTC level (PFS: 9.1 vs 6.9 months, P = 0.0458; OS: 11.1 vs 8.6 months, P = 0.056). In multivariate analysis, distant metastases (HR = 1.466, P = 0.021) and relative low CTC level (HR = 0.656, P = 0.049) were the independent predictive factors for patients with SCLC received first-line chemotherapy. The present results demonstrated that baseline CTC counts could be the valuable predictive and prognostic biomarker for patients with SCLC received first-line chemotherapy. The reduction of CTC enumeration after two cycles of chemotherapy was a potential predictor of chemotherapeutic response in SCLC.
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Affiliation(s)
- Jiqiao Shen
- Department of Medical Oncology, Shanghai Pulmonary Hospital, Thoracic Cancer Institute, Tongji University School of Medicine, Shanghai, 200433, P.R. China
| | - Jing Zhao
- Department of Medical Oncology, Shanghai Pulmonary Hospital, Thoracic Cancer Institute, Tongji University School of Medicine, Shanghai, 200433, P.R. China
| | - Tao Jiang
- Department of Medical Oncology, Shanghai Pulmonary Hospital, Thoracic Cancer Institute, Tongji University School of Medicine, Shanghai, 200433, P.R. China
| | - Xuefei Li
- Department of Lung Cancer and Immunology, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, 200433, P.R. China
| | - Chao Zhao
- Department of Lung Cancer and Immunology, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, 200433, P.R. China
| | - Chunxia Su
- Department of Medical Oncology, Shanghai Pulmonary Hospital, Thoracic Cancer Institute, Tongji University School of Medicine, Shanghai, 200433, P.R. China
| | - Caicun Zhou
- Department of Medical Oncology, Shanghai Pulmonary Hospital, Thoracic Cancer Institute, Tongji University School of Medicine, Shanghai, 200433, P.R. China
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Gazdar AF. Morphologic and Other Forms of Heterogeneity in Small Cell Lung Cancer: What Can We Learn from Them? J Thorac Oncol 2018; 13:148-150. [DOI: 10.1016/j.jtho.2017.11.004] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2017] [Revised: 10/31/2017] [Accepted: 11/02/2017] [Indexed: 01/08/2023]
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Foy V, Fernandez-Gutierrez F, Faivre-Finn C, Dive C, Blackhall F. The clinical utility of circulating tumour cells in patients with small cell lung cancer. Transl Lung Cancer Res 2017; 6:409-417. [PMID: 28904885 PMCID: PMC5583068 DOI: 10.21037/tlcr.2017.07.05] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2016] [Accepted: 07/18/2017] [Indexed: 12/31/2022]
Abstract
Small cell lung cancer (SCLC) accounts for 15% of lung cancer diagnosed worldwide. It is aggressive and characterised by early metastatic spread with rapid development of chemo resistance such that less than 5% of patients diagnosed survive 5 years. Surgery is rarely performed and failure to identify new effective treatments has been attributed in a large part to lack of good quality tumour biopsies available for translational research. Liquid biopsies provide a minimally invasive alternative to traditional tumour biopsy. Circulating tumour cells (CTCs) are abundant in SCLC and can be enriched and isolated from a venous blood sample. In recent years progress has been made into the molecular characterisation of CTCs and their use to form tumour xenografts in mice for preclinical studies. This review will discuss the current status of the clinical utility of CTCs in patients with SCLC, highlighting their potential application to treatment decision making, drug development in clinical trials and preclinical testing.
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Affiliation(s)
- Victoria Foy
- Clinical and Experimental Pharmacology Group, CRUK Manchester Institute, CRUK Manchester Institute, University of Manchester, Manchester, UK
| | - Fabiola Fernandez-Gutierrez
- Clinical and Experimental Pharmacology Group, CRUK Manchester Institute, CRUK Manchester Institute, University of Manchester, Manchester, UK
| | - Corinne Faivre-Finn
- Institute of Cancer Sciences, CRUK Manchester Institute, University of Manchester, Manchester, UK
- Lung Cancer Centre, CRUK Manchester Institute, University of Manchester, Manchester, UK
| | - Caroline Dive
- Clinical and Experimental Pharmacology Group, CRUK Manchester Institute, CRUK Manchester Institute, University of Manchester, Manchester, UK
| | - Fiona Blackhall
- Institute of Cancer Sciences, CRUK Manchester Institute, University of Manchester, Manchester, UK
- Lung Cancer Centre, CRUK Manchester Institute, University of Manchester, Manchester, UK
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