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Smilkou S, Kaklamanis L, Balgouranidou I, Linardou H, Papatheodoridi AM, Zagouri F, Razis E, Kakolyris S, Psyrri A, Papadimitriou C, Markou A, Lianidou E. Direct comparison of an ultrasensitive real-time PCR assay with droplet digital PCR for the detection of PIK3CA hotspot mutations in primary tumors, plasma cell-free DNA and paired CTC-derived gDNAs. Front Oncol 2024; 14:1435559. [PMID: 39711963 PMCID: PMC11659196 DOI: 10.3389/fonc.2024.1435559] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2024] [Accepted: 10/28/2024] [Indexed: 12/24/2024] Open
Abstract
Introduction Detection of PIK3CA mutations in primary tumors and liquid biopsy samples is of increasing importance for treatment decisions and therapy resistance in many types of cancer. The aim of the present study was to directly compare the efficacy of a relatively inexpensive ultrasensitive real-time PCR with the well-established and highly sensitive technology of ddPCR for the detection of the three most common hotspot mutations of PIK3CA, in exons 9 and 20, that are all of clinical importance in various types of cancer. Patients and methods We analyzed 42 gDNAs from primary tumors (FFPEs), 29 plasma-cfDNA samples, and 29 paired CTC-derived gDNAs, all from patients with ER+ metastatic breast cancer, and plasma from 10 healthy donors. The same blood draws were used for CTC isolation using EpCAM beads for positive immunomagnetic enrichment. All FFPEs and plasma-cfDNA samples were analyzed in parallel for PIK3CA mutations by ultrasensitive real-time PCR assay and droplet digital PCR. Results In gDNAs from FFPEs, using ultrasensitive real-time PCR, the p.E545K mutation was detected in 22/42(52.4%), and the p.E542K and p.H1047R mutations were detected in 14/42(33.3%) and 16/42(38.1%), respectively. Using ddPCR, the p.E545K mutation was detected in 22/42(52.4%), p.E542K in 17/42(40.5%), and p.H1047R in 19/42(45.2%) samples, revealing a concordance between the two methodologies of 81%, 78.6% and 78.6% for each mutation respectively. In plasma-cfDNA, using ultrasensitive real-time PCR, the p.E545K mutation was detected in 11/29(38%) and both p.E542K and p.H1047R mutations in 2/29(6.9%).In the same plasma-cfDNA samples using ddPCR, p.E545K was detected in 1/29(3.5%), p.E542K in 2/29(6.9%), and p.H1047R in 3/29(10.5%) samples, revealing a concordance of 65.5%,100% and 93.1% for each mutation respectively. In paired CTC-derived gDNAs p.E545K was detected in 11/29(38%), p.E542K in 3/29(10.3%), and p.H1047R in 7/29(24.1%) samples. Conclusions This low-cost, high-throughput and ultrasensitive real-time PCR assay provides accurate and specific detection of PIK3CA hotspot mutations in liquid biopsy samples and gives similar results to ddPCR. This assay can be performed in labs where digital PCR instrumentation is not available. In CTC-derived gDNA and paired plasma-cfDNA, PIK3CA mutations detected were not identical, revealing that CTC and plasma-cfDNA give complementary information.
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Affiliation(s)
- Stavroula Smilkou
- Analysis of Circulating Tumor Cells, Laboratory of Analytical Chemistry, Department of Chemistry, University of Athens, Athens, Greece
| | - Loukas Kaklamanis
- Department of Pathology, Onassis Cardiac Surgery Center, Athens, Greece
| | - Ioanna Balgouranidou
- Department of Medical Oncology, University General Hospital of Alexandroupolis, Alexandroupolis, Greece
| | | | - Alkistis Maria Papatheodoridi
- Department of Clinical Therapeutics, School of Medicine, Alexandra Hospital, National and Kapodistrian University of Athens, Athens, Greece
| | - Flora Zagouri
- Department of Clinical Therapeutics, School of Medicine, Alexandra Hospital, National and Kapodistrian University of Athens, Athens, Greece
| | - Evangelia Razis
- Third Department of Medical Oncology, Hygeia Hospital, Athens, Greece
| | - Stylianos Kakolyris
- Department of Medical Oncology, University General Hospital of Alexandroupolis, Alexandroupolis, Greece
| | - Amanda Psyrri
- Section of Medical Oncology, Department of Internal Medicine, Faculty of Medicine, Attikon University Hospital, Athens, Greece
| | - Christos Papadimitriou
- Oncology Unit, 2nd Department of Surgery, School of Medicine, Aretaieio Hospital, National and Kapodistrian University of Athens, Athens, Greece
| | - Athina Markou
- Analysis of Circulating Tumor Cells, Laboratory of Analytical Chemistry, Department of Chemistry, University of Athens, Athens, Greece
| | - Evi Lianidou
- Analysis of Circulating Tumor Cells, Laboratory of Analytical Chemistry, Department of Chemistry, University of Athens, Athens, Greece
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Ntzifa A, Marras T, Kallergi G, Kotsakis A, Georgoulias V, Lianidou E. Comprehensive liquid biopsy analysis for monitoring NSCLC patients under second-line osimertinib treatment. Front Oncol 2024; 14:1435537. [PMID: 39497713 PMCID: PMC11532185 DOI: 10.3389/fonc.2024.1435537] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2024] [Accepted: 09/09/2024] [Indexed: 11/07/2024] Open
Abstract
Background The heterogeneous and complex genetic landscape of NSCLC impacts the clinical outcomes of patients who will eventually develop resistance to osimertinib. Liquid biopsy (LB) analysis as a minimally invasive approach is a key step to efficiently identify resistance mechanisms and adjust to proper subsequent treatments. Materials and methods In the present study, we combined plasma-cfDNA and CTC analysis from 30 NSCLC patients in samples collected before treatment and at the progression of disease (PD). We detected molecular alterations at the DNA mutation (EGFR, PIK3CA, KRAS G12C, BRAF V600E), DNA methylation (RASSF1A, BRMS1, FOXA1, SLFN1, SHISA3, RARβ,, WIF-1, RASSF10 and APC), gene expression (CK-19, CK-18, CK-8, AXL, TWIST-1, PD-L1, PIM-1, Vimentin, ALDH-1, and B2M) and chromosomal level (HER2 and MET amplification) as possible resistance mechanisms and druggable targets. We also studied the expression of PD-L1 in single CTCs using immunofluorescence. Results In some cases, T790M resistance EGFR mutation was detected at baseline in CTCs but not in the corresponding plasma cfDNA. PIK3CA mutations were detected only in plasma-cfDNA but not in corresponding CTCs. KRAS G12C and BRAF V600E mutations were not detected in the samples analyzed. MET amplification was detected in the CTCs of two patients before treatment whereas HER2 amplification was detected in the CTCs of three patients at baseline and in one patient at PD. DNA methylation analysis revealed low concordance between CTCs and cfDNA, indicating the complementary information obtained through parallel LB analysis. Results from gene expression analysis indicated high rates of vimentin-positive CTCs detected at all time points during osimertinib. Moreover, there was an increased number of NSCLC patients at PD harboring CTCs positive in PD-L1. AXL and PIM-1 expression detected in CTCs during treatment suggesting new possible therapeutic strategies. Discussion Our results reveal that comprehensive liquid biopsy analysis can efficiently represent the heterogeneous molecular landscape and provide prominent information on subsequent treatments for NSCLC patients at PD since druggable molecular alterations were detected in CTCs.
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Affiliation(s)
- Aliki Ntzifa
- Analysis of Circulating Tumor Cells Lab, Lab of Analytical Chemistry, Department of Chemistry, National and Kapodistrian University of Athens, Athens, Greece
| | - Theodoros Marras
- Analysis of Circulating Tumor Cells Lab, Lab of Analytical Chemistry, Department of Chemistry, National and Kapodistrian University of Athens, Athens, Greece
| | - Galatea Kallergi
- Laboratory of Biochemistry/Metastatic Signaling, Section of Genetics, Cell Biology and Development, Department of Biology, University of Patras, Patras, Greece
| | - Athanasios Kotsakis
- Department of Medical Oncology, General University Hospital of Larissa, Larissa, Greece
| | - Vasilis Georgoulias
- First Department of Medical Oncology, Metropolitan General Hospital of Athens, Cholargos, Greece
| | - Evi Lianidou
- Analysis of Circulating Tumor Cells Lab, Lab of Analytical Chemistry, Department of Chemistry, National and Kapodistrian University of Athens, Athens, Greece
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Stergiopoulou D, Georgoulias V, Markou A, Lianidou E. Development and validation of a multi-marker liquid bead array assay for the simultaneous detection of PIK3CA and ESR1 hotspot mutations in single circulating tumor cells (CTCs). Heliyon 2024; 10:e37873. [PMID: 39386783 PMCID: PMC11462463 DOI: 10.1016/j.heliyon.2024.e37873] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2024] [Revised: 08/10/2024] [Accepted: 09/11/2024] [Indexed: 10/12/2024] Open
Abstract
Background PIK3CA and ESR1 mutations are associated with progression and therapy resistance in metastatic breast cancer (MBC). CTCs are highly heterogeneous and their analysis at single cell level can provide unique information for mutational profiling and the existence of different sub-clones related to tumor progression. We have developed a novel multi-marker liquid bead array assay based on combination of an enzymatic mutation enrichment method, multiplex PCR-based assay, and liquid bead array technology for the simultaneous detection of PIK3CA and ESR1 hotspot mutations in liquid biopsy samples. We focus on single CTCs, however the assay can be used for bulk CTC and ctDNA analysis. Materials and methods Single CTCs were isolated from an ER+/HER2+ MBC patient from CellSearch® cartridges using the VyCAP Puncher System and subjected to whole genome amplification followed by nuclease-assisted minor-allele enrichment with probe-overlap (NaME-PrO) enrichment. The assay was validated for analytical sensitivity and specificity for the simultaneous detection of PIK3CA (E545K, E542K, H1047R, H1047L) and ESR1 (Y537S, Y537C, Y537N, D538G, L536H) mutations in single CTCs, while its clinical performance was evaluated on 22 single CTCs and three single white blood cells (WBCs). Results The developed multi-marker liquid bead array assay is novel, highly specific and sensitive for both mutation panels. The assay can reliably detect mutation-allelic-frequencies (MAFs) as low as 0.1 %. The presence of PIK3CA and ESR1 mutations was detected in 13.6 % and 72.7 % of single CTCs, respectively. The developed assay is sample-saving since it requires only 2 μL of amplified DNA to check for nine hotspot PIK3CA and ESR1 mutations in a single cell. The developed liquid bead array assay (Luminex, US), based on a 96 microwell plate format, enables the simultaneous analysis of 96 single cells. Conclusions The developed novel multi-marker liquid bead array assay for the simultaneous detection of PIK3CA and ESR1 hotspot mutations in single CTCs is highly specific, highly sensitive, high-throughput, and sample-, cost-, and time-saving. This multi-marker liquid bead array assay can be extended to detect up to 100 mutations in many genes at once and can be applied for bulk CTC and ctDNA analysis.
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Affiliation(s)
- Dimitra Stergiopoulou
- Analysis of Circulating Tumor Cells Lab, Laboratory of Analytical Chemistry, Department of Chemistry, National and Kapodistrian University of Athens, 15771 Athens, Greece
| | - Vassilis Georgoulias
- First Department of Medical Oncology, METROPOLITAN General Hospital, 264, Mesogion Av, Cholargos, Athens, Greece
| | - Athina Markou
- Analysis of Circulating Tumor Cells Lab, Laboratory of Analytical Chemistry, Department of Chemistry, National and Kapodistrian University of Athens, 15771 Athens, Greece
| | - Evi Lianidou
- Analysis of Circulating Tumor Cells Lab, Laboratory of Analytical Chemistry, Department of Chemistry, National and Kapodistrian University of Athens, 15771 Athens, Greece
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Thao DT, Thanh NP, Quyen DV, Khai LT, Song LH, Trung NT. Identification of breast cancer-associated PIK3CA H1047R mutation in blood circulation using an asymmetric PCR assay. PLoS One 2024; 19:e0309209. [PMID: 39197004 PMCID: PMC11356436 DOI: 10.1371/journal.pone.0309209] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2024] [Accepted: 08/08/2024] [Indexed: 08/30/2024] Open
Abstract
PURPOSE To establish a highly sensitive and specific approach for the detection of circulating PIK3CA H1047R mutation in breast cancer (BC) patients and to investigate the association between the prevalence of PIK3CA H1047R mutation and clinical presentations. METHODS A proper blocker was designed in an allele-specific manner and optimized for PCR-based identification of the PIK3CA H1047R mutation. The established technique was validated in cell-free DNA samples from 196 recruited BC patients. RESULTS The allele-specific PCR assay with a properly designed blocker was able to detect the H1047R mutant variant with 0.01%. By applying the newly established assay, 62 cases (31.6% of the total recruited cases) were found to carry a blood-circulating H1047R mutant. Wherein, the detected mutant rates increased with disease stages from 2/18 (11.1%) of stage I to 17/71 (23.9%) of stage II, 20/53 (37.7%) of stage III, and 23/31 (42.6%) of stage IV (p = 0.025), respectively. Higher frequencies of H1047R mutation were associated with late-stage (p = 0.033) or recurrence (p = 0.045) or metastatic patients (p = 0.049) as well as radiation-treated human epidermal growth factor receptor 2 (HER2) positive BC (p = 0.004). PIK3CA mutant carriers were frequently observed in patients under the age of 50 who had liver-metastasized or brain metastases or lymph node-invaded (p < 0.05). CONCLUSION A novel allele-specific PCR assay with high sensitivity was established successfully for the detection of the PIK3CA H1047R mutation in clinical practice.
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Affiliation(s)
- Dinh Thi Thao
- Center for Genetic Consultation and Cancer Screening, 108 Military Center Hospital, Hai Ba Trung, Hanoi, Vietnam
- University of Science and Technology of Hanoi, Cau Giay, Hanoi, Vietnam
| | - Nguyen Phu Thanh
- Center for Genetic Consultation and Cancer Screening, 108 Military Center Hospital, Hai Ba Trung, Hanoi, Vietnam
| | - Dong Van Quyen
- University of Science and Technology of Hanoi, Cau Giay, Hanoi, Vietnam
- Institute of Biotechnology, Vietnam Academy of Science and Technology, Cau Giay, Hanoi, Vietnam
| | - Ly Tuan Khai
- Department of Hematology, Laboratory Center, 108 Military Center Hospital, Hai Ba Trung, Hanoi, Vietnam
| | - Le Huu Song
- Vietnamese-German Center for Medical Research, 108 Military Center Hospital, Hai Ba Trung Hanoi, Vietnam
| | - Ngo Tat Trung
- Center for Genetic Consultation and Cancer Screening, 108 Military Center Hospital, Hai Ba Trung, Hanoi, Vietnam
- Vietnamese-German Center for Medical Research, 108 Military Center Hospital, Hai Ba Trung Hanoi, Vietnam
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Xu B, Lan Y, Luo D, Zheng Y, Ni R, Su G, Huang Q, Li Q. Highly Sensitive Detection of PIK3CA Mutations by Looping-Out Probes-Based Melting Curve Analysis. Biochem Genet 2024; 62:77-94. [PMID: 37249716 DOI: 10.1007/s10528-023-10408-7] [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: 05/05/2023] [Accepted: 05/19/2023] [Indexed: 05/31/2023]
Abstract
PIK3CA mutations have important therapeutic and prognostic implications in various cancer types. However, highly sensitive detection of PIK3CA hotspot mutations in heterogeneous tumor samples remains a challenge in clinical settings. To establish a rapid PCR assay for highly sensitive detection of multiple PIK3CA hotspot mutations. We described a novel melting curve analysis-based assay using looping-out probes that can enrich target mutations in the background of excess wild-type and concurrently reveal the presence of mutations. The analytical and clinical performance of the assay were evaluated. The developed assay could detect 10 PIK3CA hotspot mutations at a mutant allele fraction of 0.05-0.5% within 2 h in a single step. Analysis of 82 breast cancer tissue samples revealed 43 samples with PIK3CA mutations, 28 of which were confirmed by Sanger sequencing. Further testing of 175 colorectal cancer tissue samples showed that 24 samples contained PIK3CA mutations and 19 samples were confirmed by Sanger sequencing. Droplet digital PCR supported that all mutation-containing samples undetected by sequencing contained mutations with a low allele fraction. The rapidity, ease of use, high sensitivity and accuracy make the new assay a potential screening tool for PIK3CA mutations in clinical laboratories.
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Affiliation(s)
- Boheng Xu
- Department of Molecular Diagnostics, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, Guangdong, China
- Engineering Research Centre of Molecular Diagnostics of the Ministry of Education, State Key Laboratory of Cellular Stress Biology, School of Life Sciences, Xiamen University, Xiamen, 361102, Fujian, China
| | - Yanping Lan
- Engineering Research Centre of Molecular Diagnostics of the Ministry of Education, State Key Laboratory of Cellular Stress Biology, School of Life Sciences, Xiamen University, Xiamen, 361102, Fujian, China
| | - Danjiao Luo
- Engineering Research Centre of Molecular Diagnostics of the Ministry of Education, State Key Laboratory of Cellular Stress Biology, School of Life Sciences, Xiamen University, Xiamen, 361102, Fujian, China
| | - Yangsi Zheng
- Engineering Research Centre of Molecular Diagnostics of the Ministry of Education, State Key Laboratory of Cellular Stress Biology, School of Life Sciences, Xiamen University, Xiamen, 361102, Fujian, China
| | - Runfang Ni
- Engineering Research Centre of Molecular Diagnostics of the Ministry of Education, State Key Laboratory of Cellular Stress Biology, School of Life Sciences, Xiamen University, Xiamen, 361102, Fujian, China
| | - Guoqiang Su
- The First Affiliated Hospital of Xiamen University, Xiamen, 361003, Fujian, China
| | - Qiuying Huang
- Engineering Research Centre of Molecular Diagnostics of the Ministry of Education, State Key Laboratory of Cellular Stress Biology, School of Life Sciences, Xiamen University, Xiamen, 361102, Fujian, China.
| | - Qingge Li
- Engineering Research Centre of Molecular Diagnostics of the Ministry of Education, State Key Laboratory of Cellular Stress Biology, School of Life Sciences, Xiamen University, Xiamen, 361102, Fujian, China.
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Stergiopoulou D, Smilkou S, Georgoulias V, Kaklamanis L, Lianidou E, Markou A. Development and Validation of a Novel Dual-Drop-off ddPCR Assay for the Simultaneous Detection of Ten Hotspots PIK3CA Mutations. Anal Chem 2023; 95:14068-14076. [PMID: 37681347 DOI: 10.1021/acs.analchem.3c02692] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/09/2023]
Abstract
Breast cancer is the leading cause of cancer-related deaths in women worldwide. Approximately 40% of patients with hormone receptor-positive, human epidermal growth factor receptor-2-negative breast cancer have activating mutations in the PIK3CA gene. We developed a highly sensitive, specific, cost-effective, and reproducible dual-drop-off droplet digital polymerase chain reaction (PCR) assay for the simultaneous detection of ten hotspots of PIK3CA mutations in plasma cell-free (cf) DNA. We first evaluated the analytical specificity, sensitivity, limit of blank, repeatability, and reproducibility of the assay, which simultaneously detects seven mutations in exon9 and three in exon20. We further applied this assay in 11 gDNA and 18 plasma cfDNA samples from healthy donors and 35 plasma cfDNA samples from metastatic breast cancer patients. The assay is highly sensitive, specific, and applicable for clinical samples containing at least 1-5% mutant DNA. We detected PIK3CA mutations in 9/35(26%) plasma cfDNA samples in exon 9 and in 9/35(26%) in exon 20. Direct comparison of the developed assay with amplification refractory mutation system-based PCR (using plasma samples) and with the Food and Drug Administration-approved cobas PIK3CA mutation assay (using formalin fixed paraffin embedded samples) showed high concordance of our developed assay with the cobas PIK3CA assay. The developed assay is cost-effective and can reliably and simultaneously detect ten hotspot PIK3CA mutations in plasma cfDNA. The clinical performance of the assay will be further evaluated in liquid biopsy samples.
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Affiliation(s)
- Dimitra Stergiopoulou
- Analysis of Circulating Tumor Cells, Laboratory of Analytical Chemistry, Department of Chemistry, National and Kapodistrian University of Athens, 15771 Panepistimiopolis, Ilissia, Athens, Greece
| | - Stavroula Smilkou
- Analysis of Circulating Tumor Cells, Laboratory of Analytical Chemistry, Department of Chemistry, National and Kapodistrian University of Athens, 15771 Panepistimiopolis, Ilissia, Athens, Greece
| | - Vasilis Georgoulias
- First Department of Medical Oncology, Metropolitan General Hospital, 264 Mesogion Avenue, 15562 Cholargos, Athens, Greece
| | - Loukas Kaklamanis
- Department of Pathology, Onassis Cardiac Surgery Center, 356 Leof. Andrea Siggrou, 176 74 Kallithea, Athens, Greece
| | - Evi Lianidou
- Analysis of Circulating Tumor Cells, Laboratory of Analytical Chemistry, Department of Chemistry, National and Kapodistrian University of Athens, 15771 Panepistimiopolis, Ilissia, Athens, Greece
| | - Athina Markou
- Analysis of Circulating Tumor Cells, Laboratory of Analytical Chemistry, Department of Chemistry, National and Kapodistrian University of Athens, 15771 Panepistimiopolis, Ilissia, Athens, Greece
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Stergiopoulou D, Markou A, Strati A, Zavridou M, Tzanikou E, Mastoraki S, Kallergi G, Georgoulias V, Lianidou E. Comprehensive liquid biopsy analysis as a tool for the early detection of minimal residual disease in breast cancer. Sci Rep 2023; 13:1258. [PMID: 36690653 PMCID: PMC9870904 DOI: 10.1038/s41598-022-25400-1] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2022] [Accepted: 11/28/2022] [Indexed: 01/24/2023] Open
Abstract
Liquid biopsy (LB) provides a unique minimally invasive tool to follow-up cancer patients over time, to detect minimal residual disease (MRD), to study metastasis-biology and mechanisms of therapy-resistance. Molecular characterization of CTCs offers additionally the potential to understand resistance to therapy and implement individualized targeted treatments which can be modified during the disease evolution and follow-up period of a patient. In this study, we present a long-term follow-up of operable breast cancer patients based on a comprehensive liquid biopsy analysis. We performed a comprehensive liquid biopsy analysis in peripheral blood of 13 patients with early-stage operable breast cancer at several time points for a period of ten years, consisting of: (a) CTC enumeration using the CellSearch system, (b) phenotypic analysis of CTCs using Immunofluorescence, (c) gene expression analysis, in EpCAM(+) CTCs for CK-19, CD24,CD44, ALDH1, and TWIST1, (d) analysis of PIK3CA and ESR1 mutations in EpCAM(+) CTCs and corresponding plasma ctDNA and (e) DNA methylation of ESR1 in CTCs. 10/13 (77%) patients were found negative for LB markers in PB during the whole follow-up period, and these patients did not relapse during the follow-up. However, 3/13(18%) patients that were positive for at least one LB marker relapsed within the follow-up period. The molecular characteristics of CTCs were highly different even for the same patient at different time points, and always increased before the clinical relapse. Our results indicate that liquid biopsy can reveal the presence of MRD at least 4 years before the appearance of clinically detectable metastatic disease demonstrating that a comprehensive liquid biopsy analysis provides highly important information for the therapeutic management of breast cancer patients.
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Affiliation(s)
- Dimitra Stergiopoulou
- Analysis of Circulating Tumor Cells Lab, Lab of Analytical Chemistry, Department of Chemistry, National and Kapodistrian University of Athens, 15771, Athens, Greece
| | - Athina Markou
- Analysis of Circulating Tumor Cells Lab, Lab of Analytical Chemistry, Department of Chemistry, National and Kapodistrian University of Athens, 15771, Athens, Greece
| | - Areti Strati
- Analysis of Circulating Tumor Cells Lab, Lab of Analytical Chemistry, Department of Chemistry, National and Kapodistrian University of Athens, 15771, Athens, Greece
| | - Martha Zavridou
- Analysis of Circulating Tumor Cells Lab, Lab of Analytical Chemistry, Department of Chemistry, National and Kapodistrian University of Athens, 15771, Athens, Greece
| | - Eleni Tzanikou
- Analysis of Circulating Tumor Cells Lab, Lab of Analytical Chemistry, Department of Chemistry, National and Kapodistrian University of Athens, 15771, Athens, Greece
| | - Sophia Mastoraki
- Analysis of Circulating Tumor Cells Lab, Lab of Analytical Chemistry, Department of Chemistry, National and Kapodistrian University of Athens, 15771, Athens, Greece
| | - Galatea Kallergi
- Division of Genetics, Cell and Developmental Biology, Department of Biology, University of Patras, 26500, Patras, Greece
| | - Vassilis Georgoulias
- First Department of Medical Oncology, METROPOLITAN General Hospital, 264, Mesogion Av, Cholargos, Athens, Greece
| | - Evi Lianidou
- Analysis of Circulating Tumor Cells Lab, Lab of Analytical Chemistry, Department of Chemistry, National and Kapodistrian University of Athens, 15771, Athens, Greece.
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Analytical Performance of Next-Generation Sequencing and RT-PCR on Formalin-Fixed Paraffin-Embedded Tumor Tissues for PIK3CA Testing in HR+/HER2- Breast Cancer. Cells 2022; 11:cells11223545. [PMID: 36428975 PMCID: PMC9688837 DOI: 10.3390/cells11223545] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2022] [Revised: 10/28/2022] [Accepted: 10/28/2022] [Indexed: 11/11/2022] Open
Abstract
Somatic mutations in PIK3CA are present in ~40% breast cancers (BC); their detection in hormone receptor (HR)+/HER2- tumors allows for selecting patients with advanced disease eligible for PIK3CA targeting with alpelisib. The choice of what type of PIK3CA testing approach to adopt and which tissue sample to analyze is a new task in breast pathology. In this methodological study, we sought to assess the performance of next-generation sequencing (NGS) and RT-PCR for PIK3CA testing on archival formalin-fixed paraffin-embedded (FFPE) primary tumors and corresponding metastases. Sixteen HR+/HER2- BC with known PIK3CA-mutated status (ex. 7, 9, and 20) on metastatic samples by means of amplicon-based targeted NGS were selected, and n = 13 of these samples were re-tested with a commercially available CE-IVD RT-PCR assay. All available primary tumors (n = 8) were tested with both methods. NGS detected mutations in all samples, while RT-PCR in n = 2 sample-pairs and overall, in n = 5/8 (62.5%) primary tumors and 7/13 (53.8%) metastases (κ = 0.09; 95% CI, -0.69-0.87). Slight agreement (κ = 0; 95% CI, -0.59-0.59) was observed between NGS and RT-PCR, with the former being generally more sensitive in cases with low DNA quality and quantity. Post hoc visual inspection of the RT-PCR data increased the concordance to 76.9%. Targeted NGS offers reliable and robust PIK3CA testing on both tumor and metastasis FFPE samples; the accuracy of RT-PCR depends on the DNA quantity and quality. In HR+/HER2- BC, both the selection of the PIK3CA testing strategy of FFPE tissues and which sample to analyze should consider several technical parameters and should be tailored for each case.
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Mehraj U, Mushtaq U, Mir MA, Saleem A, Macha MA, Lone MN, Hamid A, Zargar MA, Ahmad SM, Wani NA. Chemokines in Triple-Negative Breast Cancer Heterogeneity: New Challenges for Clinical Implications. Semin Cancer Biol 2022; 86:769-783. [PMID: 35278636 DOI: 10.1016/j.semcancer.2022.03.008] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2021] [Revised: 03/01/2022] [Accepted: 03/07/2022] [Indexed: 12/12/2022]
Abstract
Tumor heterogeneity is a hallmark of cancer and one of the primary causes of resistance to therapies. Triple-negative breast cancer (TNBC), which accounts for 15% to 20% of all breast cancers and is the most aggressive subtype, is very diverse, connected to metastatic potential and response to therapy. It is a very diverse disease at the molecular, pathologic, and clinical levels. TNBC is substantially more likely to recur and has a worse overall survival rate following diagnosis than other breast cancer subtypes. Chemokines, low molecular weight proteins that stimulate chemotaxis, have been shown to control the cues responsible for TNBC heterogeneity. In this review, we have focused on tumor heterogeneity and the role of chemokines in modulating tumor heterogeneity, since this is the most critical issue in treating TNBC. Additionally, we examined numerous cues mediated by chemokine networks that contribute to the heterogeneity of TNBC. Recent developments in our knowledge of the chemokine networks that regulate TNBC heterogeneity may pave the door for developing difficult-to-treat TNBC treatment options.
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Affiliation(s)
- Umar Mehraj
- Department of Bioresources, School of Life Sciences, University of Kashmir, Srinagar, Jammu & Kashmir India
| | - Umer Mushtaq
- Department of Biotechnology, School of Life Sciences, Central University of Kashmir, Ganderbal, J&K, India
| | - Manzoor A Mir
- Department of Bioresources, School of Life Sciences, University of Kashmir, Srinagar, Jammu & Kashmir India
| | - Afnan Saleem
- Division of Animal Biotechnology Faculty of Veterinary Sciences and Animal Husbandry, Shuhama Sher-e- Kashmir University of Agricultural Sciences and Technology-Kashmir, India
| | - Muzafar A Macha
- Watson-Crick Centre for Molecular Medicine, Islamic University of Science & Technology Awantipora, Jammu & Kashmir, India
| | - Mohammad Nadeem Lone
- Department of Chemistry, School of Physical & Chemical Sciences, Central University of Kashmir, Ganderbal J & K, India
| | - Abid Hamid
- Department of Biotechnology, School of Life Sciences, Central University of Kashmir, Ganderbal, J&K, India
| | - Mohammed A Zargar
- Department of Biotechnology, School of Life Sciences, Central University of Kashmir, Ganderbal, J&K, India
| | - Syed Mudasir Ahmad
- Division of Animal Biotechnology Faculty of Veterinary Sciences and Animal Husbandry, Shuhama Sher-e- Kashmir University of Agricultural Sciences and Technology-Kashmir, India
| | - Nissar Ahmad Wani
- Department of Biotechnology, School of Life Sciences, Central University of Kashmir, Ganderbal, J&K, India.
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10
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The potential of liquid biopsy in the management of cancer patients. Semin Cancer Biol 2022; 84:69-79. [PMID: 35331850 DOI: 10.1016/j.semcancer.2022.03.013] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2021] [Revised: 03/06/2022] [Accepted: 03/17/2022] [Indexed: 02/07/2023]
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11
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Suppan C, Graf R, Jahn S, Zhou Q, Klocker EV, Bartsch R, Terbuch A, Kashofer K, Regitnig P, Lindenmann J, Posch F, Gerritsmann H, Jost PJ, Heitzer E, Dandachi N, Balic M. Sensitive and robust liquid biopsy-based detection of PIK3CA mutations in hormone-receptor-positive metastatic breast cancer patients. Br J Cancer 2022; 126:456-463. [PMID: 34754095 PMCID: PMC8810831 DOI: 10.1038/s41416-021-01601-9] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2021] [Revised: 10/06/2021] [Accepted: 10/12/2021] [Indexed: 12/25/2022] Open
Abstract
BACKGROUND The benefit of alpelisib in hormone-receptor-positive (HR+) metastatic breast cancer patients provided clinical evidence for the increasing importance of PIK3CA testing. We performed a comparison of liquid biopsy and tissue-based detection of PIK3CA mutations. MATERIALS AND METHODS PIK3CA hotspot mutation analysis using a high-resolution SiMSen-Seq assay was performed in plasma from 93/99 eligible patients with HR+/HER2- breast cancer. Additionally, mFAST-SeqS was used to estimate the tumour fractions in plasma samples. In 72/93 patients, matched tissue was available and analysed using a customised Ion Torrent panel. RESULTS PIK3CA mutations were detected in 48.6% of tissue samples and 47.3% of plasma samples, with identical PIK3CA mutation detected in 24/72 (33.3%) patients both in tissue and plasma. In 10 (13.9%) patients, mutations were only found in plasma, and in 6 (8.3%) patients, PIK3CA mutations found in tissue were not detectable in ctDNA. In 49/93 plasma samples without detectable PIK3CA mutations, 22 (44.9%) samples had elevated tumour fractions, implying true negative results. CONCLUSION SiMSen-Seq-based detection of PIK3CA mutations in plasma shows advantageous concordance with the tissue analyses. A combination with an untargeted approach for detecting ctDNA fractions may confirm a negative PIK3CA result and enhance the performance of the SiMSen-Seq test.
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Affiliation(s)
- Christoph Suppan
- Division of Oncology, Department of Internal Medicine, Medical University of Graz, Graz, Austria
| | - Ricarda Graf
- Institute of Human Genetics, Diagnostic and Research Center for Molecular Biomedicine (Austria), Medical University of Graz, Graz, Austria
| | - Stephan Jahn
- Institute of Pathology, Medical University of Graz, Graz, Austria
| | - Qing Zhou
- Institute of Human Genetics, Diagnostic and Research Center for Molecular Biomedicine (Austria), Medical University of Graz, Graz, Austria
| | - Eva Valentina Klocker
- Division of Oncology, Department of Internal Medicine, Medical University of Graz, Graz, Austria
| | - Rupert Bartsch
- Department of Medicine 1, Clinical Division of Oncology, Medical University of Vienna, Vienna, Austria
| | - Angelika Terbuch
- Division of Oncology, Department of Internal Medicine, Medical University of Graz, Graz, Austria
| | - Karl Kashofer
- Institute of Pathology, Medical University of Graz, Graz, Austria
| | - Peter Regitnig
- Institute of Pathology, Medical University of Graz, Graz, Austria
| | - Joerg Lindenmann
- Division of Thoracic Surgery and Hyperbaric Surgery, Department of Surgery, Medical University of Graz, Graz, Austria
| | - Florian Posch
- Division of Oncology, Department of Internal Medicine, Medical University of Graz, Graz, Austria
| | | | - Philipp J Jost
- Division of Oncology, Department of Internal Medicine, Medical University of Graz, Graz, Austria
- Department of Medicine III, Klinikum rechts der Isar, TUM School of Medicine, Technical University of Munich, Munich, Germany
| | - Ellen Heitzer
- Institute of Human Genetics, Diagnostic and Research Center for Molecular Biomedicine (Austria), Medical University of Graz, Graz, Austria
- BioTechMed-Graz, Graz, Austria
- Christian Doppler Laboratory for Liquid Biopsies for Early Detection of Cancer, Graz, Austria
| | - Nadia Dandachi
- Division of Oncology, Department of Internal Medicine, Medical University of Graz, Graz, Austria.
- Research Unit Epigenetic and Genetic Cancer Biomarkers, Medical University of Graz, Graz, Austria.
| | - Marija Balic
- Division of Oncology, Department of Internal Medicine, Medical University of Graz, Graz, Austria.
- Research Unit Translational Breast Cancer, Medical University of Graz, Graz, Austria.
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12
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Zhao X, Ma Y, Dong X, Zhang Z, Tian X, Zhao X, Yang Y. Molecular characterization of circulating tumor cells in pancreatic ductal adenocarcinoma: potential diagnostic and prognostic significance in clinical practice. Hepatobiliary Surg Nutr 2021; 10:796-810. [PMID: 35004946 DOI: 10.21037/hbsn-20-383] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/19/2020] [Accepted: 05/07/2020] [Indexed: 12/20/2022]
Abstract
BACKGROUND The clinical value of heterogeneous sub-populations of circulating tumor cells (CTCs) in pancreatic ductal adenocarcinoma (PDAC) remains unclear. METHODS Peripheral blood samples were obtained from 67 PDAC patients. CTCs were isolated by employing CD45 negative enrichment technique and further characterized for epithelial to mesenchymal transition (EMT) or human equilibrative nucleoside transporter-1 (hENT-1). The relationships between CTCs sub-phenotypes with clinicopathological factors or post-operative recurrence in PDAC patients were analyzed. RESULTS EMT related CTCs could be isolated and identified from the 81% of patients (54/67), and both the total count (median: 5 vs. 17/mL, P<0.0001) and M-CTC percentage (median: 0.2 vs. 0.345, P=0.0244) of CTCs could differentiate local/regional with metastatic disease. Multivariate analysis showed that both AJCC stage (P=0.025) and M-CTC percentage (P=0.001) were independent prognostic indicators of recurrence free survival (RFS) in resected patients. Moreover, Kaplan-Meier survival analysis showed that M-CTC after 2 courses of chemotherapy was significantly associated with inferior RFS (49.5 weeks vs. undefined, P=0.0288). No significant correlation in hENT-1 expression was found between CTCs and matched tumor tissues, and further multivariate analysis suggested hENT-1 expression in CTCs as independent prognostic factor for RFS (P=0.016). Patients with low hENT-1 expression in CTCs had decreased RFS (32 weeks vs. undefined, P=0.0337). CONCLUSIONS CTCs could be the promising diagnostic biomarkers in PDAC patients, and phenotypic profiling of CTCs based on EMT or hENT-1 could help establish novel prognostic biomarkers in resected patients undergoing adjuvant gemcitabine-based chemotherapy. KEYWORDS Circulating tumor cells (CTCs); Pancreatic ductal adenocarcinoma (PDAC); Epithelial to mesenchymal transition (EMT); human equilibrative nucleoside transporter-1 (hENT-1).
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Affiliation(s)
- Xudong Zhao
- Department of General Surgery, Peking University First Hospital, Beijing, China
| | - Yongsu Ma
- Department of General Surgery, Peking University First Hospital, Beijing, China
| | - Xiu Dong
- State Key Laboratory of Molecular Oncology, National Cancer Center/Cancer Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
| | - Zhengkui Zhang
- Department of General Surgery, Peking University First Hospital, Beijing, China
| | - Xiaodong Tian
- Department of General Surgery, Peking University First Hospital, Beijing, China
| | - Xiaohang Zhao
- State Key Laboratory of Molecular Oncology, National Cancer Center/Cancer Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
| | - Yinmo Yang
- Department of General Surgery, Peking University First Hospital, Beijing, China
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13
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Strati A, Zavridou M, Kallergi G, Politaki E, Kuske A, Gorges TM, Riethdorf S, Joosse SA, Koch C, Bohnen AL, Mueller V, Koutsodontis G, Kontopodis E, Poulakaki N, Psyrri A, Mavroudis D, Georgoulias V, Pantel K, Lianidou ES. A Comprehensive Molecular Analysis of in Vivo Isolated EpCAM-Positive Circulating Tumor Cells in Breast Cancer. Clin Chem 2021; 67:1395-1405. [PMID: 34322698 DOI: 10.1093/clinchem/hvab099] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2021] [Accepted: 05/13/2021] [Indexed: 11/12/2022]
Abstract
BACKGROUND Circulating tumor cell (CTC) analysis is highly promising for liquid biopsy-based molecular diagnostics. We undertook a comprehensive molecular analysis of in vivo isolated CTCs in breast cancer (BrCa). METHODS In vivo isolated CTCs from 42 patients with early and 23 patients with metastatic breast cancer (MBC) were prospectively collected and analyzed for gene expression, DNA mutations, and DNA methylation before and after treatment. 19 healthy donor (HD) samples were analyzed as a control group. In identical blood draws, CTCs were enumerated using CellSearch® and characterized by direct IF staining. RESULTS All 19 HD samples were negative for CK8, CK18, CK19, ERBB2, TWIST1, VEGF, ESR1, PR, and EGFR expression, while CD44, CD24, ALDH1, VIM, and CDH2 expression was normalized to B2M (reference gene). At least one gene was expressed in 23/42 (54.8%) and 8/13 (61.5%) CTCs in early BrCa before and after therapy, and in 20/23 (87.0%) and 5/7 (71.4%) MBC before and after the first cycle of therapy. PIK3CA mutations were detected in 11/42 (26.2%) and 3/13 (23.1%) in vivo isolated CTCs in early BrCa before and after therapy, and in 11/23 (47.8%) and 2/7 (28.6%) MBC, respectively. ESR1 methylation was detected in 5/32 (15.7%) and 1/10 (10.0%) CTCs in early BrCa before and after therapy, and in 3/15(20.0%) MBC before the first line of therapy. The comprehensive molecular analysis of CTC revealed a higher sensitivity in relation to CellSearch or IF staining when based on creatine kinase selection. CONCLUSIONS In vivo-CTC isolation in combination with a comprehensive molecular analysis at the gene expression, DNA mutation, and DNA methylation level comprises a highly powerful approach for molecular diagnostic applications using CTCs.
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Affiliation(s)
- Areti Strati
- Department of Chemistry, Analysis of Circulating Tumor Cells Laboratory, University of Athens, Greece
| | - Martha Zavridou
- Department of Chemistry, Analysis of Circulating Tumor Cells Laboratory, University of Athens, Greece
| | - Galatea Kallergi
- Laboratory of Τumor Cell Biology, School of Medicine, University of Crete, Heraklion, Crete, Greece.,Division of Genetics, Cell, and Developmental Biology, Department of Biology, University of Patras, Patras, Greece
| | - Eleni Politaki
- Laboratory of Τumor Cell Biology, School of Medicine, University of Crete, Heraklion, Crete, Greece
| | - Andra Kuske
- Department of Tumor Biology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Tobias M Gorges
- Department of Tumor Biology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Sabine Riethdorf
- Department of Tumor Biology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Simon A Joosse
- Department of Tumor Biology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Claudia Koch
- Department of Tumor Biology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Anna-Lena Bohnen
- Department of Gynecology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Volkmar Mueller
- Department of Gynecology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - George Koutsodontis
- Oncology Unit, Second Department of Internal Medicine, Attikon University Hospital, Haidari, Greece
| | - Emmanouil Kontopodis
- Department of Medical Oncology, University General Hospital of Heraklion, Crete, Greece
| | | | - Amanda Psyrri
- Oncology Unit, Second Department of Internal Medicine, Attikon University Hospital, Haidari, Greece
| | - Dimitris Mavroudis
- Laboratory of Τumor Cell Biology, School of Medicine, University of Crete, Heraklion, Crete, Greece.,Department of Medical Oncology, University General Hospital of Heraklion, Crete, Greece
| | - Vasilis Georgoulias
- Laboratory of Τumor Cell Biology, School of Medicine, University of Crete, Heraklion, Crete, Greece
| | - Klaus Pantel
- Department of Tumor Biology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Evi S Lianidou
- Department of Chemistry, Analysis of Circulating Tumor Cells Laboratory, University of Athens, Greece
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14
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Fusco N, Malapelle U, Fassan M, Marchiò C, Buglioni S, Zupo S, Criscitiello C, Vigneri P, Dei Tos AP, Maiorano E, Viale G. PIK3CA Mutations as a Molecular Target for Hormone Receptor-Positive, HER2-Negative Metastatic Breast Cancer. Front Oncol 2021; 11:644737. [PMID: 33842357 PMCID: PMC8027489 DOI: 10.3389/fonc.2021.644737] [Citation(s) in RCA: 72] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2020] [Accepted: 02/10/2021] [Indexed: 12/13/2022] Open
Abstract
Despite the significant achievements in the diagnosis and treatment of metastatic breast cancer (MBC), this condition remains substantially an incurable disease. In recent years, several clinical studies have aimed to identify novel molecular targets, therapeutic strategies, and predictive biomarkers to improve the outcome of women with MBC. Overall, ~40% of hormone receptor (HR)+/HER2- MBC cases harbor alterations affecting the (PI3K)/Akt/mammalian target of rapamycin (mTOR) pathway. This pathway is a major target in oncogenesis, as it regulates growth, proliferation, cell survival, and angiogenesis. Lately, the pharmacologic targeting of PIK3CA in HR+/HER2- MBC has shown significant benefits after the occurrence of endocrine therapy resistance. The orally available α-selective PIK3CA inhibitor, alpelisib, has been approved in this setting. To perform an optimal patients' selection for this drug, it is crucial to adopt a tailored methodology. Clinically relevant PIK3CA alterations may be detected in several biospecimens (e.g. tissue samples and liquid biopsy) using different techniques (e.g. real-time PCR and next-generation sequencing). In this study, we provide an overview of the role of PIK3CA in breast cancer and of the characterization of its mutational status for appropriate clinical management.
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Affiliation(s)
- Nicola Fusco
- Division of Pathology, IEO, European Institute of Oncology IRCCS, Milan, Italy
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
| | | | - Matteo Fassan
- Department of Pathology, Padua University Hospital, Padua, Italy
- Department of Medicine (DIMED), University of Padua, Padua, Italy
| | - Caterina Marchiò
- Division of Pathology, Candiolo Cancer Institute FPO-IRCCS, Candiolo, Italy
- Department of Medical Sciences, University of Turin, Turin, Italy
| | - Simonetta Buglioni
- Division of Pathology and Cytopathology, Regina Elena National Cancer Institute IRCCS, Rome, Italy
| | - Simonetta Zupo
- Department of Pathology, IRCCS Ospedale Policlinico San Martino, Genova, Italy
| | - Carmen Criscitiello
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
- Division of Early Drug Development for Innovative Therapies, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Paolo Vigneri
- Experimental Oncology and Hematology Center, A.O.U. Policlinico “G. Rodolico - S. Marco”, Catania, Italy
- Department of Clinical and Experimental Medicine, University of Catania, Catania, Italy
| | - Angelo Paolo Dei Tos
- Department of Pathology, Padua University Hospital, Padua, Italy
- Department of Medicine (DIMED), University of Padua, Padua, Italy
| | - Eugenio Maiorano
- Department of Emergency and Organ Transplantation, University of Bari Aldo Moro, Bari, Italy
| | - Giuseppe Viale
- Division of Pathology, IEO, European Institute of Oncology IRCCS, Milan, Italy
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
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15
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ESR1 NAPA Assay: Development and Analytical Validation of a Highly Sensitive and Specific Blood-Based Assay for the Detection of ESR1 Mutations in Liquid Biopsies. Cancers (Basel) 2021; 13:cancers13030556. [PMID: 33535614 PMCID: PMC7867152 DOI: 10.3390/cancers13030556] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2020] [Revised: 01/15/2021] [Accepted: 01/26/2021] [Indexed: 01/04/2023] Open
Abstract
Simple Summary A considerable number of estrogen-receptor–positive (ER+) breast cancer patients develop resistance to endocrine treatment. One of the most important resistance mechanisms is the presence of ESR1 mutations. In the present study, we developed and analytically validated a novel, highly sensitive and specific nuclease-assisted minor-allele enrichment with probe-overlap (NaME-PrO)-assisted Amplification refractory mutation system (ARMS) (NAPA) assay for the detection of four ESR1 mutations (Y537S, Y537C, Y537N and D538G). The assay was further applied in 13 ER+ breast cancer (BrCa) primary tumour tissues (FFPEs), 13 non-cancerous breast tissues (mammoplasties), and 32 pairs of liquid biopsy samples [circulating tumour cells (CTCs) and paired plasma circulating tumour DNA (ctDNA)] obtained at different time points from 8 ER+ metastatic breast cancer patients. In the plasma ctDNA, the ESR1 mutations were not identified at the baseline, whereas the D538G mutation was detected during the follow-up period at five consecutive time points in one patient. In the CTCs, only the Y537C mutation was detected in one patient sample at the baseline. A direct comparison of the ESR1 NAPA assay with the drop-off ddPCR using 32 identical plasma ctDNA samples gave a concordance of 90.6%. We present a low-cost, highly specific, sensitive and robust assay for blood-based ESR1 profiling. Abstract A considerable number of estrogen receptor-positive breast cancer (ER+ BrCa) patients develop resistance to endocrine treatment. One of the most important resistance mechanisms is the presence of ESR1 mutations. We developed and analytically validated a highly sensitive and specific NaME-PrO-assisted ARMS (NAPA) assay for the detection of four ESR1 mutations (Y537S, Y537C, Y537N and D538G) in circulating tumour cells (CTCs) and paired plasma circulating tumour DNA (ctDNA) in patients with ER+ BrCa. The analytical specificity, analytical sensitivity and reproducibility of the assay were validated using synthetic oligos standards. We further applied the developed ESR1 NAPA assay in 13 ER+ BrCa primary tumour tissues, 13 non-cancerous breast tissues (mammoplasties) and 64 liquid biopsy samples: 32 EpCAM-positive cell fractions and 32 paired plasma ctDNA samples obtained at different time points from 8 ER+ metastatic breast cancer patients, during a 5-year follow-up period. Peripheral blood from 11 healthy donors (HD) was used as a control. The developed assay is highly sensitive (a detection of mutation-allelic-frequency (MAF) of 0.5% for D538G and 0.1% for Y537S, Y537C, Y537N), and highly specific (0/13 mammoplasties and 0/11 HD for all mutations). In the plasma ctDNA, ESR1 mutations were not identified at the baseline, whereas the D538G mutation was detected in five sequential ctDNA samples during the follow-up period in the same patient. In the EpCAM-isolated cell fractions, only the Y537C mutation was detected in one patient sample at the baseline. A direct comparison of the ESR1 NAPA assay with the drop-off ddPCR using 32 identical plasma ctDNA samples gave a concordance of 90.6%. We present a low cost, highly specific, sensitive and robust assay for blood-based ESR1 profiling. The clinical performance of the ESR1 NAPA assay will be prospectively evaluated in a large number of well-characterized patient cohorts.
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16
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Liquid biopsy enters the clinic - implementation issues and future challenges. Nat Rev Clin Oncol 2021; 18:297-312. [PMID: 33473219 DOI: 10.1038/s41571-020-00457-x] [Citation(s) in RCA: 652] [Impact Index Per Article: 163.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/23/2020] [Indexed: 02/07/2023]
Abstract
Historically, studies of disseminated tumour cells in bone marrow and circulating tumour cells in peripheral blood have provided crucial insights into cancer biology and the metastatic process. More recently, advances in the detection and characterization of circulating tumour DNA (ctDNA) have finally enabled the introduction of liquid biopsy assays into clinical practice. The FDA has already approved several single-gene assays and, more recently, multigene assays to detect genetic alterations in plasma cell-free DNA (cfDNA) for use as companion diagnostics matched to specific molecularly targeted therapies for cancer. These approvals mark a tipping point for the widespread use of liquid biopsy in the clinic, and mostly in patients with advanced-stage cancer. The next frontier for the clinical application of liquid biopsy is likely to be the systemic treatment of patients with 'ctDNA relapse', a term we introduce for ctDNA detection prior to imaging-detected relapse after curative-intent therapy for early stage disease. Cancer screening and diagnosis are other potential future applications. In this Perspective, we discuss key issues and gaps in technology, clinical trial methodologies and logistics for the eventual integration of liquid biopsy into the clinical workflow.
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PIM-1 Is Overexpressed at a High Frequency in Circulating Tumor Cells from Metastatic Castration-Resistant Prostate Cancer Patients. Cancers (Basel) 2020; 12:cancers12051188. [PMID: 32397108 PMCID: PMC7281625 DOI: 10.3390/cancers12051188] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2020] [Revised: 04/29/2020] [Accepted: 05/05/2020] [Indexed: 12/21/2022] Open
Abstract
PIM-1 is an oncogene involved in cell cycle progression, cell growth, cell survival and therapy resistance, activated in many types of cancer, and is now considered as a very promising target for cancer therapy. We report for the first time that PIM-1 is overexpressed in circulating tumor cells (CTCs) from metastatic castration-resistant prostate cancer patients (mCRPC). We first developed and validated a highly sensitive RT-qPCR assay for quantification of PIM-1 transcripts. We further applied this assay to study PIM-1 expression in EpCAM(+) CTC fraction isolated from 64 peripheral blood samples of 50 mCRPC patients. CTC enumeration in all samples was performed using the FDA-cleared CellSearch® system. PIM-1 overexpression was detected in 24/64 (37.5%) cases, while in 20/24 (83.3%) cases that were positive for PIM-1 expression, at least one CTC/7.5 mL PB was detected in the CellSearch®. Our data indicate that PIM-1 overexpression is observed at high frequency in CTCs from mCRPC patients and this finding, in combination with androgen receptor splice variant 7 (AR-V7) expression in CTCs, suggest its potential role as a very promising target for cancer therapy. We strongly believe that PIM-1 overexpression in EpCAM(+) CTC fraction merits to be further evaluated and validated as a non-invasive circulating tumor biomarker in a large and well-defined patient cohort with mCRPC.
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Clinical Relevance and Therapeutic Application of CTCs in Advanced Breast Cancer. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2020. [PMID: 32304085 DOI: 10.1007/978-3-030-35805-1_10] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/30/2023]
Abstract
Precision medicine through liquid biopsy represents an emerging approach in the management of cancer. The CTC count in blood samples from patients with advanced breast cancer is a powerful prognostic factor for both progression free and overall survival. Moreover, high levels of CTCs at any time during the treatment can reliably predict progression before imaging studies and/or tumor markers. Furthermore, there are works on the molecular characterization of the CTCs and their potential ability to guide the treatment in a dynamic way. However, their role remains controversial. Detection and enumeration of CTCs is variable among different tumors and is subjected to biases related mainly to their methodology, which is not completely standardized. In addition, they must demonstrate their clinical value to guide the treatment and a translation on patient's survival.
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Detection of circulating tumour cells in the breast cancer using CytoTrack system. HERBA POLONICA 2019. [DOI: 10.2478/hepo-2019-0023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
Summary
Introduction: Plants are a rich source of healing substances. Cancer is a leading cause of death worldwide while breast cancer is the most common cancer among women. Circulating tumour cells (CTCs) are potential founder cells for metastasis. Therefore, their assessment may be used for monitoring of treatment as well as detecting cancer metastatis. Hence, it is suggested that the number of CTCs may be a valuable tumour biomarker during therapy.
Objective: The purpose of this study was to detect CTCs in breast cancer and to validate the method of assessment of CTC count using CytoTrack CT11 technology.
Methods: MCF-7 cells were sorted by a FACSARIA flow cytometer from blood samples derived from patients who have not been diagnosed with cancer. Identification and quantitative assessment of MCF-7 cells in blood samples were determined by flow sorting. Then, blood samples containing MCF-7 cells or without MCF-7 were scanned with the use of an automated fluorescence scanning microscope.
Results: In in vitro model analysing the glass CytoDisc™ with stained MCF-7 cells, we noted the correlation between the amount of observed tumour cells and expected number of tumour cells. Moreover, coefficient of variation in case of the recovery rate of the assumed number of MCF-7 cells was 30%, 17%, 18% and 15%, respectively.
Conclusion: Our study suggest that CTCs could be predictive factor in patients with metastatic cancer especially in breast cancer.
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Markou A, Tzanikou E, Ladas I, Makrigiorgos GM, Lianidou E. Nuclease-Assisted Minor Allele Enrichment Using Overlapping Probes-Assisted Amplification-Refractory Mutation System: An Approach for the Improvement of Amplification-Refractory Mutation System-Polymerase Chain Reaction Specificity in Liquid Biopsies. Anal Chem 2019; 91:13105-13111. [PMID: 31538770 DOI: 10.1021/acs.analchem.9b03325] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023]
Abstract
Allele-specific polymerase chain reaction (PCR) (amplification-refractory mutation system, ARMS) is one of the most commonly used methods for mutation detection. However, a main limitation of ARMS-PCR is the false positive results obtained due to nonspecific priming that can take place with wild-type (WT) DNA, which often precludes detection of low-level mutations. To improve the analytical specificity of ARMS, we present here a new technology, NAPA: NaME-PrO-assisted ARMS, that overcomes the ARMS deficiency by adding a brief enzymatic step that reduces wild-type alleles just prior to ARMS. We performed this technology for the simultaneous detection of two hot-spot PIK3CA mutations (E545 K and H1047R) in circulating tumor cells (CTCs) and cell free DNA (cfDNA). The developed protocol could simultaneously detect mutation-allelic-frequency of 0.5% for PIK3CA exon 9 (E545 K) and 0.1% for PIK3CA exon 20 (H1047R) with high specificity. We further compared the developed NAPA assay with (a) ddPCR considered as the gold standard and (b) our previous assay based on the combination of allele-specific, asymmetric rapid PCR, and melting analysis. Our data show that the newly developed NAPA assay gives consistent results with both these assays (p = 0.001). The developed assay resolves the false positive signals issue derived through classic ARMS-PCR and provides an ideal combination of speed, accuracy, and versatility and should be easily applicable in routine diagnostic laboratories.
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Affiliation(s)
- Athina Markou
- Analysis of Circulating Tumor Cells, Laboratory of Analytical Chemistry, Department of Chemistry , University of Athens , Athens 15771 , Greece
| | - Elena Tzanikou
- Analysis of Circulating Tumor Cells, Laboratory of Analytical Chemistry, Department of Chemistry , University of Athens , Athens 15771 , Greece
| | - Ioannis Ladas
- Department of Radiation Oncology, Dana-Farber Cancer Institute and Brigham and Women's Hospital , Harvard Medical School , Boston , Massachusetts 02115 , United States
| | - G Mike Makrigiorgos
- Department of Radiation Oncology, Dana-Farber Cancer Institute and Brigham and Women's Hospital , Harvard Medical School , Boston , Massachusetts 02115 , United States
| | - Evi Lianidou
- Analysis of Circulating Tumor Cells, Laboratory of Analytical Chemistry, Department of Chemistry , University of Athens , Athens 15771 , Greece
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Tzanikou E, Markou A, Politaki E, Koutsopoulos A, Psyrri A, Mavroudis D, Georgoulias V, Lianidou E. PIK3CA hotspot mutations in circulating tumor cells and paired circulating tumor DNA in breast cancer: a direct comparison study. Mol Oncol 2019; 13:2515-2530. [PMID: 31254443 PMCID: PMC6887588 DOI: 10.1002/1878-0261.12540] [Citation(s) in RCA: 50] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2018] [Revised: 06/24/2019] [Accepted: 06/28/2019] [Indexed: 12/21/2022] Open
Abstract
Liquid biopsy analysis, mainly based on circulating tumor cells (CTCs) and circulating tumor DNA (ctDNA), provides an extremely powerful tool for the molecular profiling of cancer patients in real time. In this study, we directly compared PIK3CA hotspot mutations (E545K, H1047R) in EpCAM‐positive CTCs and paired plasma‐ctDNA in breast cancer (BrCa). PIK3CA hotspot mutations in CTCs and ctDNA were analyzed using our previously developed highly sensitive (0.05%), specific, and validated assay in plasma‐ctDNA from 77 early and 73 metastatic BrCa patients and 40 healthy donors. We further analyzed and directly compared PIK3CA hotspot mutations in DNAs isolated from CellSearch® cartridges (CTCs) and paired plasma‐ctDNA, in 56 cases of early and 27 cases of metastatic breast cancer, and 16 corresponding primary tumors. In plasma‐ctDNA,PIK3CA hotspot mutations were identified in 30/77(39.0%) early and 35/73(47.9%) metastatic BrCa cases; none (0/40, 0%) of the healthy donors’ plasma‐ctDNA samples were positive. Our direct comparison study in DNAs isolated from CellSearch® cartridges (CTCs) and paired plasma‐ctDNA from the same blood draws has shown a lack of concordance in early BrCa (27/56, 48.2%), while the concordance in the metastatic setting was higher (18/27, 66.6%). Our results were validated by ddPCR methodology, and the concordance between our assay and ddPCR for PIK3CA E545K hotspot mutation was 30/37 (81.1%). In many cases, PIK3CA hotspot mutations were detected in samples found to be negative for CTCs in CellSearch®. Our data demonstrated for the first time that (a) PIK3CA hotspot mutations are present at high frequencies in CTCs isolated from CellSearch® cartridges and paired plasma‐ctDNA both in early and metastatic BrCa, (b) the detection and concordance of PIK3CA hotspot mutations between plasma‐ctDNA and CTCs are higher in the metastatic setting, (c) PIK3CA mutational status significantly changes after therapeutic intervention, and (d) PIK3CA mutation detection in CTCs and plasma‐ctDNA provides complementary information.
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Affiliation(s)
- Eleni Tzanikou
- Analysis of Circulating Tumor Cells, Lab of Analytical Chemistry, Department of Chemistry, University of Athens, Greece
| | - Athina Markou
- Analysis of Circulating Tumor Cells, Lab of Analytical Chemistry, Department of Chemistry, University of Athens, Greece
| | - Eleni Politaki
- Laboratory of Translational Oncology, Medical School, University of Crete, Heraklion, Greece
| | - Anastasios Koutsopoulos
- Laboratory of Translational Oncology, Medical School, University of Crete, Heraklion, Greece
| | - Amanda Psyrri
- Oncology Unit, 2nd Department of Internal Medicine-Propaedeutic, Attikon University Hospital, Haidari, Greece
| | - Dimitris Mavroudis
- Laboratory of Translational Oncology, Medical School, University of Crete, Heraklion, Greece
| | | | - Evi Lianidou
- Analysis of Circulating Tumor Cells, Lab of Analytical Chemistry, Department of Chemistry, University of Athens, Greece
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Tzanikou E, Markou A, Politaki E, Koutsopoulos A, Psyrri A, Mavroudis D, Georgoulias V, Lianidou E. PIK3CA hotspot mutations in circulating tumor cells and paired circulating tumor DNA in breast cancer: a direct comparison study. Mol Oncol 2019. [PMID: 31254443 DOI: 10.1002/1878‐0261.12540] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
Liquid biopsy analysis, mainly based on circulating tumor cells (CTCs) and circulating tumor DNA (ctDNA), provides an extremely powerful tool for the molecular profiling of cancer patients in real time. In this study, we directly compared PIK3CA hotspot mutations (E545K, H1047R) in EpCAM-positive CTCs and paired plasma-ctDNA in breast cancer (BrCa). PIK3CA hotspot mutations in CTCs and ctDNA were analyzed using our previously developed highly sensitive (0.05%), specific, and validated assay in plasma-ctDNA from 77 early and 73 metastatic BrCa patients and 40 healthy donors. We further analyzed and directly compared PIK3CA hotspot mutations in DNAs isolated from CellSearch® cartridges (CTCs) and paired plasma-ctDNA, in 56 cases of early and 27 cases of metastatic breast cancer, and 16 corresponding primary tumors. In plasma-ctDNA, PIK3CA hotspot mutations were identified in 30/77(39.0%) early and 35/73(47.9%) metastatic BrCa cases; none (0/40, 0%) of the healthy donors' plasma-ctDNA samples were positive. Our direct comparison study in DNAs isolated from CellSearch® cartridges (CTCs) and paired plasma-ctDNA from the same blood draws has shown a lack of concordance in early BrCa (27/56, 48.2%), while the concordance in the metastatic setting was higher (18/27, 66.6%). Our results were validated by ddPCR methodology, and the concordance between our assay and ddPCR for PIK3CA E545K hotspot mutation was 30/37 (81.1%). In many cases, PIK3CA hotspot mutations were detected in samples found to be negative for CTCs in CellSearch® . Our data demonstrated for the first time that (a) PIK3CA hotspot mutations are present at high frequencies in CTCs isolated from CellSearch® cartridges and paired plasma-ctDNA both in early and metastatic BrCa, (b) the detection and concordance of PIK3CA hotspot mutations between plasma-ctDNA and CTCs are higher in the metastatic setting, (c) PIK3CA mutational status significantly changes after therapeutic intervention, and (d) PIK3CA mutation detection in CTCs and plasma-ctDNA provides complementary information.
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Affiliation(s)
- Eleni Tzanikou
- Analysis of Circulating Tumor Cells, Lab of Analytical Chemistry, Department of Chemistry, University of Athens, Greece
| | - Athina Markou
- Analysis of Circulating Tumor Cells, Lab of Analytical Chemistry, Department of Chemistry, University of Athens, Greece
| | - Eleni Politaki
- Laboratory of Translational Oncology, Medical School, University of Crete, Heraklion, Greece
| | - Anastasios Koutsopoulos
- Laboratory of Translational Oncology, Medical School, University of Crete, Heraklion, Greece
| | - Amanda Psyrri
- Oncology Unit, 2nd Department of Internal Medicine-Propaedeutic, Attikon University Hospital, Haidari, Greece
| | - Dimitris Mavroudis
- Laboratory of Translational Oncology, Medical School, University of Crete, Heraklion, Greece
| | | | - Evi Lianidou
- Analysis of Circulating Tumor Cells, Lab of Analytical Chemistry, Department of Chemistry, University of Athens, Greece
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Lee JH, Jeong H, Choi JW, Oh HE, Kim YS. Liquid biopsy prediction of axillary lymph node metastasis, cancer recurrence, and patient survival in breast cancer: A meta-analysis. Medicine (Baltimore) 2018; 97:e12862. [PMID: 30334995 PMCID: PMC6211877 DOI: 10.1097/md.0000000000012862] [Citation(s) in RCA: 31] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/15/2023] Open
Abstract
BACKGROUND Liquid biopsies using circulating tumor DNA (ctDNA) and cell-free DNA (cfDNA) have been developed for early cancer detection and patient monitoring. To investigate the clinical usefulness of ctDNA aberrations and cfDNA levels in patients with breast cancer (BC), we conducted a meta-analysis of 69 published studies on 5736 patients with BC. METHODS The relevant publications were identified by searching PubMed and Embase databases. The effect sizes of outcome parameters were pooled using a random-effects model. RESULTS The ctDNA mutation rates of TP53, PIK3CA, and ESR1 were approximately 38%, 27%, and 32%, respectively. High levels of cfDNA were associated with BCs rather than with healthy controls. However, these detection rates were not satisfactory for BC screening. Although the precise mechanisms have been unknown, high cfDNA levels were significantly associated with axillary lymph node metastasis (odds ratio [OR] = 2.148, P = .030). The ctDNA mutations were significantly associated with cancer recurrence (OR = 3.793, P < .001), short disease-free survival (univariate hazard ratio [HR] = 5.180, P = .026; multivariate HR = 3.605, P = .001), and progression-free survival (HR = 1.311, P = .013) rates, and poor overall survival outcomes (HR = 2.425, P = .007). CONCLUSION This meta-analysis demonstrates that ctDNA mutation status predicts disease recurrence and unfavorable survival outcomes, while cfDNA levels can be predictive of axillary lymph node metastasis in patients with BC.
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Genomic and expression profiling reveal molecular heterogeneity of disseminated tumor cells in bone marrow of early breast cancer. NPJ Breast Cancer 2018; 4:31. [PMID: 30211312 PMCID: PMC6125436 DOI: 10.1038/s41523-018-0083-5] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2018] [Revised: 08/05/2018] [Accepted: 08/09/2018] [Indexed: 12/11/2022] Open
Abstract
Detection of disseminated tumor cells (DTCs) in bone marrow is an established negative prognostic factor. We isolated small pools of (~20) EPCAM-positive DTCs from early breast cancer patients for genomic profiling. Genome-wide copy number profiles of DTC pools (n = 45) appeared less aberrant than the corresponding primary tumors (PT, n = 16). PIK3CA mutations were detected in 26% of DTC pools (n = 53), none of them were shared with matched PTs. Expression profiling of DTC pools (n = 30) confirmed the upregulation of EPCAM expression and certain oncogenes (e.g., MYC and CCNE1), as well as the absence of hematopoietic features. Two expression subtypes were observed: (1) luminal with dual epithelial-mesenchymal properties (high ESR1 and VIM/CAV1 expression), and (2) basal-like with proliferative/stem cell-like phenotype (low ESR1 and high MKI67/ALDH1A1 expression). We observed high discordance between ESR1 (40%) and ERRB2 (43%) expression in DTC pools vs. the clinical ER and HER2 status of the corresponding primary tumors, suggesting plasticity of biomarker status during dissemination to the bone marrow. Comparison of expression profiles of DTC pools with available data from circulating tumor cells (CTCs) of metastatic breast cancer patients revealed gene expression signatures in DTCs that were unique from those of CTCs. For example, ALDH1A1, CAV1, and VIM were upregulated in DTC pools relative to CTCs. Taken together, analysis of pooled DTCs revealed molecular heterogeneity, possible genetic divergence from corresponding primary tumor, and two distinct subpopulations. Validation in larger cohorts is needed to confirm the presence of these molecular subtypes and to evaluate their biological and clinical significance.
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Bredemeier M, Edimiris P, Tewes M, Mach P, Aktas B, Schellbach D, Wagner J, Kimmig R, Kasimir-Bauer S. Establishment of a multimarker qPCR panel for the molecular characterization of circulating tumor cells in blood samples of metastatic breast cancer patients during the course of palliative treatment. Oncotarget 2018; 7:41677-41690. [PMID: 27223437 PMCID: PMC5173087 DOI: 10.18632/oncotarget.9528] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2015] [Accepted: 04/16/2016] [Indexed: 12/16/2022] Open
Abstract
Background Circulating tumor cells (CTC) are discussed to be an ideal surrogate marker for individualized treatment in metastatic breast cancer (MBC) since metastatic tissue is often difficult to obtain for repeated analysis. We established a nine gene qPCR panel to characterize the heterogeneous CTC population in MBC patients including epithelial CTC, their receptors (EPCAM, ERBB2, ERBB3, EGFR) CTC in Epithelial-Mesenchymal-Transition [(EMT); PIK3CA, AKT2), stem cell-like CTC (ALDH1) as well as resistant CTC (ERCC1, AURKA] to identify individual therapeutic targets. Results At TP0, at least one marker was detected in 84%, at TP1 in 74% and at TP2 in 79% of the patients, respectively. The expression of ERBB2, ERBB3 and ERCC1 alone or in combination with AURKA was significantly associated with therapy failure. ERBB2 + CTC were only detected in patients not receiving ERBB2 targeted therapies which correlated with no response. Furthermore, patients responding at TP2 had a significantly prolonged overall-survival than patients never responding (p = 0.0090). Patients and Methods 2 × 5 ml blood of 62 MBC patients was collected at the time of disease progression (TP0) and at two clinical staging time points (TP1 and TP2) after 8–12 weeks of chemo-, hormone or antibody therapy for the detection of CTC (AdnaTest EMT-2/StemCell Select™, QIAGEN Hannover GmbH, Germany). After pre-amplification, multiplex qPCR was performed. Establishment was performed using various cancer cell lines. PTPRC (Protein tyrosine phosphatase receptor type C) and GAPDH served as controls. Conclusions Monitoring MBC patients using a multimarker qPCR panel for the characterization of CTC might help to treat patients accordingly in the future.
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Affiliation(s)
- Maren Bredemeier
- Department of Gynecology and Obstetrics, University Hospital Essen, University of Duisburg-Essen, Essen, Germany
| | - Philippos Edimiris
- Department of Gynecology and Obstetrics, University Hospital Essen, University of Duisburg-Essen, Essen, Germany
| | - Mitra Tewes
- Department of Medical Oncology, West German Cancer Center, University Hospital Essen, University of Duisburg-Essen, Essen, Germany
| | - Pawel Mach
- Department of Gynecology and Obstetrics, University Hospital Essen, University of Duisburg-Essen, Essen, Germany
| | - Bahriye Aktas
- Department of Gynecology and Obstetrics, University Hospital Essen, University of Duisburg-Essen, Essen, Germany
| | | | | | - Rainer Kimmig
- Department of Gynecology and Obstetrics, University Hospital Essen, University of Duisburg-Essen, Essen, Germany
| | - Sabine Kasimir-Bauer
- Department of Gynecology and Obstetrics, University Hospital Essen, University of Duisburg-Essen, Essen, Germany
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Heymann D, Téllez-Gabriel M. Circulating Tumor Cells: The Importance of Single Cell Analysis. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2018; 1068:45-58. [DOI: 10.1007/978-981-13-0502-3_5] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
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Anderson GR, Wardell SE, Cakir M, Crawford L, Leeds JC, Nussbaum DP, Shankar PS, Soderquist RS, Stein EM, Tingley JP, Winter PS, Zieser-Misenheimer EK, Alley HM, Yllanes A, Haney V, Blackwell KL, McCall SJ, McDonnell DP, Wood KC. PIK3CA mutations enable targeting of a breast tumor dependency through mTOR-mediated MCL-1 translation. Sci Transl Med 2017; 8:369ra175. [PMID: 27974663 DOI: 10.1126/scitranslmed.aae0348] [Citation(s) in RCA: 43] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2016] [Revised: 09/06/2016] [Accepted: 10/05/2016] [Indexed: 12/23/2022]
Abstract
Therapies that efficiently induce apoptosis are likely to be required for durable clinical responses in patients with solid tumors. Using a pharmacological screening approach, we discovered that combined inhibition of B cell lymphoma-extra large (BCL-XL) and the mammalian target of rapamycin (mTOR)/4E-BP axis results in selective and synergistic induction of apoptosis in cellular and animal models of PIK3CA mutant breast cancers, including triple-negative tumors. Mechanistically, inhibition of mTOR/4E-BP suppresses myeloid cell leukemia-1 (MCL-1) protein translation only in PIK3CA mutant tumors, creating a synthetic dependence on BCL-XL This dual dependence on BCL-XL and MCL-1, but not on BCL-2, appears to be a fundamental property of diverse breast cancer cell lines, xenografts, and patient-derived tumors that is independent of the molecular subtype or PIK3CA mutational status. Furthermore, this dependence distinguishes breast cancers from normal breast epithelial cells, which are neither primed for apoptosis nor dependent on BCL-XL/MCL-1, suggesting a potential therapeutic window. By tilting the balance of pro- to antiapoptotic signals in the mitochondria, dual inhibition of MCL-1 and BCL-XL also sensitizes breast cancer cells to standard-of-care cytotoxic and targeted chemotherapies. Together, these results suggest that patients with PIK3CA mutant breast cancers may benefit from combined treatment with inhibitors of BCL-XL and the mTOR/4E-BP axis, whereas alternative methods of inhibiting MCL-1 and BCL-XL may be effective in tumors lacking PIK3CA mutations.
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Affiliation(s)
- Grace R Anderson
- Department of Pharmacology and Cancer Biology, Duke University, Durham, NC 27710, USA
| | - Suzanne E Wardell
- Department of Pharmacology and Cancer Biology, Duke University, Durham, NC 27710, USA
| | - Merve Cakir
- Department of Pharmacology and Cancer Biology, Duke University, Durham, NC 27710, USA.,Program in Computational Biology and Bioinformatics, Duke University, Durham, NC 27708, USA
| | - Lorin Crawford
- Department of Pharmacology and Cancer Biology, Duke University, Durham, NC 27710, USA.,Department of Statistical Science, Duke University, Durham, NC 27708, USA
| | - Jim C Leeds
- Department of Pharmacology and Cancer Biology, Duke University, Durham, NC 27710, USA
| | - Daniel P Nussbaum
- Department of Pharmacology and Cancer Biology, Duke University, Durham, NC 27710, USA.,Department of Surgery, Duke University, Durham, NC 27710, USA
| | - Pallavi S Shankar
- Department of Pharmacology and Cancer Biology, Duke University, Durham, NC 27710, USA
| | - Ryan S Soderquist
- Department of Pharmacology and Cancer Biology, Duke University, Durham, NC 27710, USA
| | - Elizabeth M Stein
- Department of Pharmacology and Cancer Biology, Duke University, Durham, NC 27710, USA
| | - Jennifer P Tingley
- Department of Pharmacology and Cancer Biology, Duke University, Durham, NC 27710, USA
| | - Peter S Winter
- Department of Pharmacology and Cancer Biology, Duke University, Durham, NC 27710, USA.,Program in Genetics and Genomics, Duke University, Durham, NC 27710, USA
| | | | - Holly M Alley
- Department of Pharmacology and Cancer Biology, Duke University, Durham, NC 27710, USA
| | - Alexander Yllanes
- Department of Pharmacology and Cancer Biology, Duke University, Durham, NC 27710, USA
| | - Victoria Haney
- Department of Pharmacology and Cancer Biology, Duke University, Durham, NC 27710, USA
| | | | | | - Donald P McDonnell
- Department of Pharmacology and Cancer Biology, Duke University, Durham, NC 27710, USA
| | - Kris C Wood
- Department of Pharmacology and Cancer Biology, Duke University, Durham, NC 27710, USA.
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Turashvili G, Brogi E. Tumor Heterogeneity in Breast Cancer. Front Med (Lausanne) 2017; 4:227. [PMID: 29276709 PMCID: PMC5727049 DOI: 10.3389/fmed.2017.00227] [Citation(s) in RCA: 356] [Impact Index Per Article: 44.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2017] [Accepted: 11/28/2017] [Indexed: 12/17/2022] Open
Abstract
Breast cancer is a heterogeneous disease and differs greatly among different patients (intertumor heterogeneity) and even within each individual tumor (intratumor heterogeneity). Clinical and morphologic intertumor heterogeneity is reflected by staging systems and histopathologic classification of breast cancer. Heterogeneity in the expression of established prognostic and predictive biomarkers, hormone receptors, and human epidermal growth factor receptor 2 oncoprotein is the basis for targeted treatment. Molecular classifications are indicators of genetic tumor heterogeneity, which is probed with multigene assays and can lead to improved stratification into low- and high-risk groups for personalized therapy. Intratumor heterogeneity occurs at the morphologic, genomic, transcriptomic, and proteomic levels, creating diagnostic and therapeutic challenges. Understanding the molecular and cellular mechanisms of tumor heterogeneity that are relevant to the development of treatment resistance is a major area of research. Despite the improved knowledge of the complex genetic and phenotypic features underpinning tumor heterogeneity, there has been only limited advancement in diagnostic, prognostic, or predictive strategies for breast cancer. The current guidelines for reporting of biomarkers aim to maximize patient eligibility for targeted therapy, but do not take into account intratumor heterogeneity. The molecular classification of breast cancer is not implemented in routine clinical practice. Additional studies and in-depth analysis are required to understand the clinical significance of rapidly accumulating data. This review highlights inter- and intratumor heterogeneity of breast carcinoma with special emphasis on pathologic findings, and provides insights into the clinical significance of molecular and cellular mechanisms of heterogeneity.
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Affiliation(s)
- Gulisa Turashvili
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, United States
| | - Edi Brogi
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, United States
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Markou A, Lazaridou M, Paraskevopoulos P, Chen S, Świerczewska M, Budna J, Kuske A, Gorges TM, Joosse SA, Kroneis T, Zabel M, Sedlmayr P, Alix-Panabières C, Pantel K, Lianidou ES. Multiplex Gene Expression Profiling of In Vivo Isolated Circulating Tumor Cells in High-Risk Prostate Cancer Patients. Clin Chem 2017; 64:297-306. [PMID: 29122836 DOI: 10.1373/clinchem.2017.275503] [Citation(s) in RCA: 60] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2017] [Accepted: 10/11/2017] [Indexed: 11/06/2022]
Abstract
BACKGROUND Molecular characterization of circulating tumor cells (CTCs) is important for selecting patients for targeted treatments. We present, for the first time, results on gene expression profiling of CTCs isolated in vivo from high-risk prostate cancer (PCa) patients compared with CTC detected by 3 protein-based assays-CellSearch®, PSA-EPISPOT, and immunofluorescence of CellCollector® in vivo-captured CTCs-using the same blood draw. METHODS EpCAM-positive CTCs were isolated in vivo using the CellCollector from 108 high-risk PCa patients and 36 healthy volunteers. For 27 patients, samples were available before and after treatment. We developed highly sensitive multiplex RT-qPCR assays for 14 genes (KRT19, EpCAM, CDH1, HMBS, PSCA, ALDH1A1, PROM1, HPRT1, TWIST1, VIM, CDH2, B2M, PLS3, and PSA), including epithelial markers, stem cell markers, and epithelial-to-mesenchymal-transition (EMT) markers. RESULTS We observed high heterogeneity in gene expression in the captured CTCs for each patient. At least 1 marker was detected in 74 of 105 patients (70.5%), 2 markers in 45 of 105 (40.9%), and 3 markers in 16 of 105 (15.2%). Epithelial markers were detected in 31 of 105 (29.5%) patients, EMT markers in 46 of 105 (43.8%), and stem cell markers in 15 of 105 (14.3%) patients. EMT-marker positivity was very low before therapy (2 of 27, 7.4%), but it increased after therapy (17 of 27, 63.0%), whereas epithelial markers tended to decrease after therapy (2 of 27, 7.4%) compared with before therapy (13 of 27, 48.1%). At least 2 markers were expressed in 40.9% of patients, whereas the positivity was 19.6% for CellSearch, 38.1% for EPISPOT, and 43.8% for CellCollector-based IF-staining. CONCLUSIONS The combination of in vivo CTC isolation with downstream RNA analysis is highly promising as a high-throughput, specific, and ultrasensitive approach for multiplex liquid biopsy-based molecular diagnostics.
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Affiliation(s)
- Athina Markou
- Analysis of Circulating Tumor Cells Lab, Department of Chemistry, University of Athens, Athens, Greece
| | - Marifili Lazaridou
- Analysis of Circulating Tumor Cells Lab, Department of Chemistry, University of Athens, Athens, Greece
| | | | - Shukun Chen
- Institute for Cell Biology, Histology and Embryology, Center of Molecular Medicine, Medical University of Graz, Graz, Austria
| | - Monika Świerczewska
- Department of Histology and Embryology, Poznań University of Medical Sciences, Poznań, Poland
| | - Joanna Budna
- Department of Histology and Embryology, Poznań University of Medical Sciences, Poznań, Poland
| | - Andra Kuske
- Department of Tumor Biology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Tobias M Gorges
- Department of Tumor Biology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Simon A Joosse
- Department of Tumor Biology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Thomas Kroneis
- Institute for Cell Biology, Histology and Embryology, Center of Molecular Medicine, Medical University of Graz, Graz, Austria
| | - Maciej Zabel
- Department of Histology and Embryology, Poznań University of Medical Sciences, Poznań, Poland
| | - Peter Sedlmayr
- Institute for Cell Biology, Histology and Embryology, Center of Molecular Medicine, Medical University of Graz, Graz, Austria
| | - Catherine Alix-Panabières
- University Institute for Clinical Research (IURC), Laboratory of Rare Human Circulating Cells, University Medical Centre of Montpellier Saint-Eloi Hospital, EA2415, Montpellier, France
| | - Klaus Pantel
- Department of Tumor Biology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Evi S Lianidou
- Analysis of Circulating Tumor Cells Lab, Department of Chemistry, University of Athens, Athens, Greece;
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30
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Fujii T, Reuben JM, Huo L, Espinosa Fernandez JR, Gong Y, Krupa R, Suraneni MV, Graf RP, Lee J, Greene S, Rodriguez A, Dugan L, Louw J, Lim B, Barcenas CH, Marx AN, Tripathy D, Wang Y, Landers M, Dittamore R, Ueno NT. Androgen receptor expression on circulating tumor cells in metastatic breast cancer. PLoS One 2017; 12:e0185231. [PMID: 28957377 PMCID: PMC5619732 DOI: 10.1371/journal.pone.0185231] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2017] [Accepted: 09/09/2017] [Indexed: 11/19/2022] Open
Abstract
Purpose Methods Results Conclusions
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Affiliation(s)
- Takeo Fujii
- Department of Breast Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas, United States of America
| | - James M. Reuben
- Department of Hematopathology, The University of Texas MD Anderson Cancer Center, Houston, Texas, United States of America
| | - Lei Huo
- Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas, United States of America
| | - Jose Rodrigo Espinosa Fernandez
- Department of Breast Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas, United States of America
| | - Yun Gong
- Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas, United States of America
| | - Rachel Krupa
- Department of Translational Research, Epic Sciences, La Jolla, California, United States of America
| | - Mahipal V. Suraneni
- Department of Translational Research, Epic Sciences, La Jolla, California, United States of America
| | - Ryon P. Graf
- Department of Translational Research, Epic Sciences, La Jolla, California, United States of America
| | - Jerry Lee
- Department of Translational Research, Epic Sciences, La Jolla, California, United States of America
| | - Stephanie Greene
- Department of Translational Research, Epic Sciences, La Jolla, California, United States of America
| | - Angel Rodriguez
- Department of Translational Research, Epic Sciences, La Jolla, California, United States of America
| | - Lyndsey Dugan
- Department of Translational Research, Epic Sciences, La Jolla, California, United States of America
| | - Jessica Louw
- Department of Translational Research, Epic Sciences, La Jolla, California, United States of America
| | - Bora Lim
- Department of Breast Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas, United States of America
| | - Carlos H. Barcenas
- Department of Breast Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas, United States of America
| | - Angela N. Marx
- Department of Breast Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas, United States of America
| | - Debu Tripathy
- Department of Breast Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas, United States of America
| | - Yipeng Wang
- Department of Translational Research, Epic Sciences, La Jolla, California, United States of America
| | - Mark Landers
- Department of Translational Research, Epic Sciences, La Jolla, California, United States of America
| | - Ryan Dittamore
- Department of Translational Research, Epic Sciences, La Jolla, California, United States of America
| | - Naoto T. Ueno
- Department of Breast Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas, United States of America
- * E-mail:
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Lampignano R, Yang L, Neumann MHD, Franken A, Fehm T, Niederacher D, Neubauer H. A Novel Workflow to Enrich and Isolate Patient-Matched EpCAM high and EpCAM low/negative CTCs Enables the Comparative Characterization of the PIK3CA Status in Metastatic Breast Cancer. Int J Mol Sci 2017; 18:ijms18091885. [PMID: 28858218 PMCID: PMC5618534 DOI: 10.3390/ijms18091885] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2017] [Revised: 08/21/2017] [Accepted: 08/25/2017] [Indexed: 02/06/2023] Open
Abstract
Circulating tumor cells (CTCs), potential precursors of most epithelial solid tumors, are mainly enriched by epithelial cell adhesion molecule (EpCAM)-dependent technologies. Hence, these approaches may overlook mesenchymal CTCs, considered highly malignant. Our aim was to establish a workflow to enrich and isolate patient-matched EpCAMhigh and EpCAMlow/negative CTCs within the same blood samples, and to investigate the phosphatidylinositol 3-kinase catalytic subunit alpha (PIK3CA) mutational status within single CTCs. We sequentially processed metastatic breast cancer (MBC) blood samples via CellSearch® (EpCAM-based) and via Parsortix™ (size-based) systems. After enrichment, cells captured in Parsortix™ cassettes were stained in situ for nuclei, cytokeratins, EpCAM and CD45. Afterwards, sorted cells were isolated via CellCelector™ micromanipulator and their genomes were amplified. Lastly, PIK3CA mutational status was analyzed by combining an amplicon-based approach with Sanger sequencing. In 54% of patients′ blood samples both EpCAMhigh and EpCAMlow/negative cells were identified and successfully isolated. High genomic integrity was observed in 8% of amplified genomes of EpCAMlow/negative cells vs. 28% of EpCAMhigh cells suggesting an increased apoptosis in the first CTC-subpopulation. Furthermore, PIK3CA hotspot mutations were detected in both EpCAMhigh and EpCAMlow/negative CTCs. Our workflow is suitable for single CTC analysis, permitting—for the first time—assessment of the heterogeneity of PIK3CA mutational status within patient-matched EpCAMhigh and EpCAMlow/negative CTCs.
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Affiliation(s)
- Rita Lampignano
- Department of Obstetrics and Gynecology, Heinrich Heine University of Duesseldorf, Life Science Center, Merowingerplatz 1A, Moorenstr. 5, 40225 Duesseldorf, Germany.
| | - Liwen Yang
- Department of Obstetrics and Gynecology, Heinrich Heine University of Duesseldorf, Life Science Center, Merowingerplatz 1A, Moorenstr. 5, 40225 Duesseldorf, Germany.
| | - Martin H D Neumann
- Department of Obstetrics and Gynecology, Heinrich Heine University of Duesseldorf, Life Science Center, Merowingerplatz 1A, Moorenstr. 5, 40225 Duesseldorf, Germany.
| | - André Franken
- Department of Obstetrics and Gynecology, Heinrich Heine University of Duesseldorf, Life Science Center, Merowingerplatz 1A, Moorenstr. 5, 40225 Duesseldorf, Germany.
| | - Tanja Fehm
- Department of Obstetrics and Gynecology, Heinrich Heine University of Duesseldorf, Life Science Center, Merowingerplatz 1A, Moorenstr. 5, 40225 Duesseldorf, Germany.
| | - Dieter Niederacher
- Department of Obstetrics and Gynecology, Heinrich Heine University of Duesseldorf, Life Science Center, Merowingerplatz 1A, Moorenstr. 5, 40225 Duesseldorf, Germany.
| | - Hans Neubauer
- Department of Obstetrics and Gynecology, Heinrich Heine University of Duesseldorf, Life Science Center, Merowingerplatz 1A, Moorenstr. 5, 40225 Duesseldorf, Germany.
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Strati A, Koutsodontis G, Papaxoinis G, Angelidis I, Zavridou M, Economopoulou P, Kotsantis I, Avgeris M, Mazel M, Perisanidis C, Sasaki C, Alix-Panabières C, Lianidou E, Psyrri A. Prognostic significance of PD-L1 expression on circulating tumor cells in patients with head and neck squamous cell carcinoma. Ann Oncol 2017; 28:1923-1933. [DOI: 10.1093/annonc/mdx206] [Citation(s) in RCA: 118] [Impact Index Per Article: 14.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023] Open
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Appierto V, Di Cosimo S, Reduzzi C, Pala V, Cappelletti V, Daidone MG. How to study and overcome tumor heterogeneity with circulating biomarkers: The breast cancer case. Semin Cancer Biol 2017; 44:106-116. [PMID: 28442298 DOI: 10.1016/j.semcancer.2017.04.007] [Citation(s) in RCA: 42] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2017] [Revised: 04/14/2017] [Accepted: 04/18/2017] [Indexed: 12/22/2022]
Abstract
Breast cancer ranks first among female cancer-related deaths in Western countries. As the primary tumor can often be controlled by surgical resection, the survival of women with breast cancer is closely linked to the incidence of distant metastases. Molecular screening by next generation sequencing highlighted the spatial and temporal heterogeneity of solid tumors as well as the clonal evolution of cancer cells during progression and under treatment pressure. Such findings question whether an optimal assessment of disease progression and a screening for druggable mutations should be based on molecular features of primary or recurrent/metastatic lesions and therefore represent a crucial element for failure or success of personalized medicine. In fact, new targeted therapies may induce only short-term benefit annulled by the emergence of resistant clones with new driver mutations which would need to be rapidly and reliably identified. Serial tissue sampling is therefore essential but, unfortunately, also represents a problem since biopsies from solid lesions, which are invasive and potentially painful and risky, cannot be easily repeatedly sampled, are inaccessible or may not fully reflect tumor heterogeneity. The need to early detect and strike this "moving target" is now directing the scientific community toward liquid biopsy-based biomarkers, which include circulating tumor cells (CTC) and cell-free circulating tumor DNA (ctDNA), can be repeatedly assessed through non-invasive and easy-to-perform procedures and may act as reliable read-outs of functional and molecular features of recurrent/metastatic lesions. In this review we summarize the outcome of CTCs and ctDNA in breast cancer, with special reference on their role on unveiling and overcoming tumor heterogeneity, on their potential relevance for tumor surveillance and monitoring, and for the selection of therapeutic options. Finally, we propose integration between blood-based molecular and clinical approaches for monitoring disease progression according to the specific pattern of recurrence of the most aggressive breast cancer molecular subtypes.
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Affiliation(s)
- Valentina Appierto
- Department of Experimental Oncology and Molecular Medicine, Fondazione IRCCS Istituto Nazionale dei Tumori, Via G.A. Amadeo, 42, 20133 Milan, Italy.
| | - Serena Di Cosimo
- Department of Experimental Oncology and Molecular Medicine, Fondazione IRCCS Istituto Nazionale dei Tumori, Via G.A. Amadeo, 42, 20133 Milan, Italy.
| | - Carolina Reduzzi
- Department of Experimental Oncology and Molecular Medicine, Fondazione IRCCS Istituto Nazionale dei Tumori, Via G.A. Amadeo, 42, 20133 Milan, Italy.
| | - Valentina Pala
- Department of Experimental Oncology and Molecular Medicine, Fondazione IRCCS Istituto Nazionale dei Tumori, Via G.A. Amadeo, 42, 20133 Milan, Italy.
| | - Vera Cappelletti
- Department of Experimental Oncology and Molecular Medicine, Fondazione IRCCS Istituto Nazionale dei Tumori, Via G.A. Amadeo, 42, 20133 Milan, Italy.
| | - Maria Grazia Daidone
- Department of Experimental Oncology and Molecular Medicine, Fondazione IRCCS Istituto Nazionale dei Tumori, Via G.A. Amadeo, 42, 20133 Milan, Italy.
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Byrne AT, Alférez DG, Amant F, Annibali D, Arribas J, Biankin AV, Bruna A, Budinská E, Caldas C, Chang DK, Clarke RB, Clevers H, Coukos G, Dangles-Marie V, Eckhardt SG, Gonzalez-Suarez E, Hermans E, Hidalgo M, Jarzabek MA, de Jong S, Jonkers J, Kemper K, Lanfrancone L, Mælandsmo GM, Marangoni E, Marine JC, Medico E, Norum JH, Palmer HG, Peeper DS, Pelicci PG, Piris-Gimenez A, Roman-Roman S, Rueda OM, Seoane J, Serra V, Soucek L, Vanhecke D, Villanueva A, Vinolo E, Bertotti A, Trusolino L. Interrogating open issues in cancer precision medicine with patient-derived xenografts. Nat Rev Cancer 2017; 17:254-268. [PMID: 28104906 DOI: 10.1038/nrc.2016.140] [Citation(s) in RCA: 489] [Impact Index Per Article: 61.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
Abstract
Patient-derived xenografts (PDXs) have emerged as an important platform to elucidate new treatments and biomarkers in oncology. PDX models are used to address clinically relevant questions, including the contribution of tumour heterogeneity to therapeutic responsiveness, the patterns of cancer evolutionary dynamics during tumour progression and under drug pressure, and the mechanisms of resistance to treatment. The ability of PDX models to predict clinical outcomes is being improved through mouse humanization strategies and the implementation of co-clinical trials, within which patients and PDXs reciprocally inform therapeutic decisions. This Opinion article discusses aspects of PDX modelling that are relevant to these questions and highlights the merits of shared PDX resources to advance cancer medicine from the perspective of EurOPDX, an international initiative devoted to PDX-based research.
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Affiliation(s)
- Annette T Byrne
- EurOPDX Consortium and are at the Royal College of Surgeons in Ireland, Dublin 2, Ireland
| | - Denis G Alférez
- EurOPDX Consortium and are at the Breast Cancer Now Research Unit, Division of Molecular and Clinical Cancer Sciences, Manchester Cancer Research Centre, University of Manchester, Manchester M20 4QL, UK
| | - Frédéric Amant
- EurOPDX Consortium and are at the Katholieke Universiteit Leuven, 3000 Leuven, Belgium
- The Netherlands Cancer Institute, Plesmanlaan 121, 1066CX Amsterdam, The Netherlands
| | - Daniela Annibali
- EurOPDX Consortium and are at the Katholieke Universiteit Leuven, 3000 Leuven, Belgium
| | - Joaquín Arribas
- EurOPDX Consortium and are at the Vall d'Hebron Institute of Oncology, 08035 Barcelona, the Universitat Autònoma de Barcelona, 08193 Bellaterra, and the Institució Catalana de Recerca i Estudis Avançats (ICREA), 08010 Barcelona, Spain
- CIBERONC, 08035 Barcelona, Spain
| | - Andrew V Biankin
- EurOPDX Consortium and are at the Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Glasgow G61 1QH, UK
| | - Alejandra Bruna
- EurOPDX Consortium and are at Cancer Research UK Cambridge Institute, Cambridge Cancer Centre, University of Cambridge, Cambridge CB2 0RE, UK
| | - Eva Budinská
- EurOPDX Consortium and is at the Institute of Biostatistics and Analyses, Faculty of Medicine, and Research Centre for Toxic Compounds in the Environment, Faculty of Science, Masarykova Univerzita, 625 00 Brno, Czech Republic
| | - Carlos Caldas
- EurOPDX Consortium and are at Cancer Research UK Cambridge Institute, Cambridge Cancer Centre, University of Cambridge, Cambridge CB2 0RE, UK
| | - David K Chang
- EurOPDX Consortium and are at the Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Glasgow G61 1QH, UK
| | - Robert B Clarke
- EurOPDX Consortium and are at the Breast Cancer Now Research Unit, Division of Molecular and Clinical Cancer Sciences, Manchester Cancer Research Centre, University of Manchester, Manchester M20 4QL, UK
| | - Hans Clevers
- Hubrecht Institute, University Medical Centre Utrecht, and Princess Maxima Center for Pediatric Oncology, 3584CT Utrecht, The Netherlands
| | - George Coukos
- EurOPDX Consortium and are at Lausanne Branch, Ludwig Institute for Cancer Research at the University of Lausanne, 1066 Lausanne, Switzerland
| | - Virginie Dangles-Marie
- EurOPDX Consortium and is at the Institut Curie, PSL Research University, Translational Research Department, 75005 Paris, and Université Paris Descartes, Sorbonne Paris Cité, Faculté de Pharmacie de Paris, 75006 Paris, France
| | - S Gail Eckhardt
- University of Colorado Cancer Center, Aurora, Colorado 80045, USA
| | - Eva Gonzalez-Suarez
- EurOPDX Consortium and is at the Cancer Epigenetics and Biology Program, Bellvitge Biomedical Research Institute IDIBELL, 08908 L'Hospitalet de Llobregat, Barcelona, Spain
| | - Els Hermans
- EurOPDX Consortium and are at the Katholieke Universiteit Leuven, 3000 Leuven, Belgium
| | - Manuel Hidalgo
- EurOPDX Consortium and is at Beth Israel Deaconess Medical Center, Boston, Harvard Medical School, Boston, Massachusetts 02215, USA
| | - Monika A Jarzabek
- EurOPDX Consortium and are at the Royal College of Surgeons in Ireland, Dublin 2, Ireland
| | - Steven de Jong
- EurOPDX Consortium and is at the University Medical Centre Groningen, University of Groningen, 9713GZ Groningen, The Netherlands
| | - Jos Jonkers
- EurOPDX Consortium and are at The Netherlands Cancer Institute, Plesmanlaan 121, 1066CX Amsterdam, The Netherlands
| | - Kristel Kemper
- EurOPDX Consortium and are at The Netherlands Cancer Institute, Plesmanlaan 121, 1066CX Amsterdam, The Netherlands
| | - Luisa Lanfrancone
- EurOPDX Consortium and are at the Department of Experimental Oncology, European Institiute of Oncology, 20139 Milan, Italy
| | - Gunhild Mari Mælandsmo
- EurOPDX Consortium and are at Oslo University Hospital, Institute for Cancer Research, 0424 Oslo, Norway
| | - Elisabetta Marangoni
- EurOPDX Consortium and are at Institut Curie, PSL Research University, Translational Research Department, 75005 Paris, France
| | - Jean-Christophe Marine
- EurOPDX Consortium and is at the Laboratory for Molecular Cancer Biology, Department of Oncology, Katholieke Universiteit Leuven, and the Center for Cancer Biology, VIB, 3000 Leuven, Belgium
| | - Enzo Medico
- EurOPDX Consortium and are at the Candiolo Cancer Institute IRCCS and Department of Oncology, University of Torino, 10060 Candiolo, Torino, Italy
| | - Jens Henrik Norum
- EurOPDX Consortium and are at Oslo University Hospital, Institute for Cancer Research, 0424 Oslo, Norway
| | - Héctor G Palmer
- EurOPDX Consortium and are at the Vall d'Hebron Institute of Oncology and CIBERONC, 08035 Barcelona, Spain
| | - Daniel S Peeper
- EurOPDX Consortium and are at The Netherlands Cancer Institute, Plesmanlaan 121, 1066CX Amsterdam, The Netherlands
| | - Pier Giuseppe Pelicci
- EurOPDX Consortium and are at the Department of Experimental Oncology, European Institiute of Oncology, 20139 Milan, Italy
| | - Alejandro Piris-Gimenez
- EurOPDX Consortium and are at the Vall d'Hebron Institute of Oncology and CIBERONC, 08035 Barcelona, Spain
| | - Sergio Roman-Roman
- EurOPDX Consortium and are at Institut Curie, PSL Research University, Translational Research Department, 75005 Paris, France
| | - Oscar M Rueda
- EurOPDX Consortium and are at Cancer Research UK Cambridge Institute, Cambridge Cancer Centre, University of Cambridge, Cambridge CB2 0RE, UK
| | - Joan Seoane
- EurOPDX Consortium and are at the Vall d'Hebron Institute of Oncology, 08035 Barcelona, the Universitat Autònoma de Barcelona, 08193 Bellaterra, and the Institució Catalana de Recerca i Estudis Avançats (ICREA), 08010 Barcelona, Spain
- CIBERONC, 08035 Barcelona, Spain
| | - Violeta Serra
- EurOPDX Consortium and are at the Vall d'Hebron Institute of Oncology and CIBERONC, 08035 Barcelona, Spain
| | - Laura Soucek
- EurOPDX Consortium and are at the Vall d'Hebron Institute of Oncology, 08035 Barcelona, the Universitat Autònoma de Barcelona, 08193 Bellaterra, and the Institució Catalana de Recerca i Estudis Avançats (ICREA), 08010 Barcelona, Spain
| | - Dominique Vanhecke
- EurOPDX Consortium and are at Lausanne Branch, Ludwig Institute for Cancer Research at the University of Lausanne, 1066 Lausanne, Switzerland
| | - Alberto Villanueva
- EurOPDX Consortium and is at the Program Against Cancer Therapeutic Resistance (ProCURE), Catalan Institute of Oncology ICO, Bellvitge Biomedical Research Institute IDIBELL, 08098 L'Hospitalet de Llobregat, Barcelona, and Xenopat S.L., Business Bioincubator, Bellvitge Health Science Campus, 08907 L'Hospitalet de Llobregat, Barcelona, Spain
| | | | - Andrea Bertotti
- EurOPDX Consortium and are at the Candiolo Cancer Institute IRCCS and Department of Oncology, University of Torino, 10060 Candiolo, Torino, Italy
| | - Livio Trusolino
- EurOPDX Consortium and are at the Candiolo Cancer Institute IRCCS and Department of Oncology, University of Torino, 10060 Candiolo, Torino, Italy
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Molecular heterogeneity in breast cancer: State of the science and implications for patient care. Semin Cell Dev Biol 2017; 64:65-72. [DOI: 10.1016/j.semcdb.2016.08.025] [Citation(s) in RCA: 128] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2016] [Accepted: 08/24/2016] [Indexed: 12/29/2022]
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Bredemeier M, Kasimir-Bauer S, Kolberg HC, Herold T, Synoracki S, Hauch S, Edimiris P, Bankfalvi A, Tewes M, Kimmig R, Aktas B. Comparison of the PI3KCA pathway in circulating tumor cells and corresponding tumor tissue of patients with metastatic breast cancer. Mol Med Rep 2017; 15:2957-2968. [PMID: 28358430 PMCID: PMC5428904 DOI: 10.3892/mmr.2017.6415] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2016] [Accepted: 12/19/2016] [Indexed: 12/16/2022] Open
Abstract
The aim of the present study was to compare the phosphatidylinositol 3-kinase (PI3KCA)-AKT serine/threonine kinase (AKT) pathway in circulating tumor cells (CTCs) and corresponding cancerous tissues. Stemness-like circulating tumor cells (slCTCs) and CTCs in epithelial-mesenchymal transition (EMT) have been implicated as the active source of metastatic spread in breast cancer (BC). In this regard, the PI3KCA-AKT signaling pathway was demonstrated to be implicated in and to be frequently mutated in BC. The present study compared this pathway in slCTCs/CTCs in EMT and the corresponding tumor tissues of 90 metastatic BC patients (pts). slCTCs and CTCs in EMT were isolated using the AdnaTest EMT-1/StemCell for the detection of aldehyde dehydrogenase 1 family member A1 (ALDH1) (singleplex PCR) and PI3KCA, AKT2 and twist family bHLH transcription factor 1 (multiplex PCR). Tumor tissue was investigated for PI3KCA hotspot mutations using Sanger sequencing of genomic DNA from micro-dissected formalin-fixed paraffin-embedded tissue, and for the expression of ALDH1 and phosphorylated AKT (pAKT), and phosphatase and tensin homolog (PTEN) loss, by immunohistochemistry. slCTCs were identified in 23% of pts (21/90 pts) and CTCs in EMT in 56% (50/90 pts) of pts. pAKT and ALDH1 positivity in tumor tissue was identified in 47 and 9% of cases, respectively, and a PTEN loss was observed in 18% of pts. A significant association was detected between pAKT expression in cancerous tissue and AKT2 expression in CTCs (P=0.037). PI3KCA mutations were detected in 32% of pts, most frequently on exons 21 (55%) and 10 (45%). Pts with PI3KCA mutations in tumor tissue had a significantly longer overall survival than pts with wild-type PI3KCA expression (P=0.007). Similar results were obtained for pts with aberrant PI3KCA signaling in CTCs and/or aberrant signaling in cancerous tissue (P=0.009). Therapy-resistant CTCs, potentially derived from the primary tumor or metastatic tissue, may be eliminated with specific PI3K pathway inhibitors, alone or in combination, to improve the prognosis of metastatic BC pts.
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Affiliation(s)
- Maren Bredemeier
- Department of Gynecology and Obstetrics, University Hospital Essen, University of Duisburg‑Essen, D‑45122 Essen, Germany
| | - Sabine Kasimir-Bauer
- Department of Gynecology and Obstetrics, University Hospital Essen, University of Duisburg‑Essen, D‑45122 Essen, Germany
| | - Hans-Christian Kolberg
- Department of Gynecology and Obstetrics, Marienhospital Bottrop, D‑46236 Bottrop, Germany
| | - Thomas Herold
- Institute of Pathology, University Hospital Essen, University of Duisburg‑Essen, D‑45122 Essen, Germany
| | - Sarah Synoracki
- Institute of Pathology, University Hospital Essen, University of Duisburg‑Essen, D‑45122 Essen, Germany
| | | | - Philippos Edimiris
- Department of Gynecology and Obstetrics, University Hospital Essen, University of Duisburg‑Essen, D‑45122 Essen, Germany
| | - Agnes Bankfalvi
- Institute of Pathology, University Hospital Essen, University of Duisburg‑Essen, D‑45122 Essen, Germany
| | - Mitra Tewes
- Department of Medical Oncology, West German Cancer Center, University Hospital Essen, University of Duisburg‑Essen, D‑45122 Essen, Germany
| | - Rainer Kimmig
- Department of Gynecology and Obstetrics, University Hospital Essen, University of Duisburg‑Essen, D‑45122 Essen, Germany
| | - Bahriye Aktas
- Department of Gynecology and Obstetrics, University Hospital Essen, University of Duisburg‑Essen, D‑45122 Essen, Germany
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Wu T, Cheng B, Fu L. Clinical Applications of Circulating Tumor Cells in Pharmacotherapy: Challenges and Perspectives. Mol Pharmacol 2017; 92:232-239. [PMID: 28356334 DOI: 10.1124/mol.116.108142] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2016] [Accepted: 03/22/2017] [Indexed: 12/11/2022] Open
Abstract
Screening for circulating tumor cells (CTCs) has been identified as one approach to ultrasensitive liquid biopsy in real-time monitoring of cancer patients. The detection of CTCs in peripheral blood from cancer patients is promising as a diagnostic tool; however, the application of CTCs in therapeutic treatment still faces serious challenges with respect to specificity and sensitivity. Here, we review the significant roles of CTCs in metastasis and the strengths and weaknesses of the currently available methods for CTC detection and characterization. Moreover, we discuss the clinical application of CTCs as markers for patient prognosis, and we specifically focus on the application of CTCs as indicators in cancer pharmacotherapy. Characterization of the detected CTCs will provide new biologic perspectives and clinical applications for the treatment of cancer patients with metastasis.
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Affiliation(s)
- Tong Wu
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Esophageal Cancer Institute (T.W., L.F.); and Department of Oral Medicine, Guanghua School of Stomatology, Guangdong Provincial Key Laboratory of Stomatology, Sun Yat-sen University, Guangzhou, China (T.W., B.C.)
| | - Bin Cheng
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Esophageal Cancer Institute (T.W., L.F.); and Department of Oral Medicine, Guanghua School of Stomatology, Guangdong Provincial Key Laboratory of Stomatology, Sun Yat-sen University, Guangzhou, China (T.W., B.C.)
| | - Liwu Fu
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Esophageal Cancer Institute (T.W., L.F.); and Department of Oral Medicine, Guanghua School of Stomatology, Guangdong Provincial Key Laboratory of Stomatology, Sun Yat-sen University, Guangzhou, China (T.W., B.C.)
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Moynahan ME, Chen D, He W, Sung P, Samoila A, You D, Bhatt T, Patel P, Ringeisen F, Hortobagyi GN, Baselga J, Chandarlapaty S. Correlation between PIK3CA mutations in cell-free DNA and everolimus efficacy in HR +, HER2 - advanced breast cancer: results from BOLERO-2. Br J Cancer 2017; 116:726-730. [PMID: 28183140 PMCID: PMC5355930 DOI: 10.1038/bjc.2017.25] [Citation(s) in RCA: 110] [Impact Index Per Article: 13.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2016] [Revised: 12/21/2016] [Accepted: 01/11/2017] [Indexed: 02/07/2023] Open
Abstract
Background: The current analysis was performed to evaluate the impact of PIK3CA hotspot mutations on everolimus efficacy in BOLERO-2 participants, using cell-free DNA (cfDNA) from plasma samples collected at the time of patient randomisation. Methods: PIK3CA H1047R, E545K, and E542K mutations in plasma-derived cfDNA were analysed by droplet digital PCR (ddPCR). Median PFS was estimated for patient subgroups defined by PIK3CA mutations in each treatment arm. Results: Among 550 patients included in cfDNA analysis, median PFS in everolimus vs placebo arms was similar in patients with tumours that had wild-type or mutant PIK3CA (hazard ratio (HR), 0.43 and 0.37, respectively). Everolimus also prolonged median PFS in patients with PIK3CA H1047R (HR, 0.37) and E545K/E542K mutations (HR=0.30) with a similar magnitude. Conclusions: Mutation analysis of plasma-derived cfDNA by ddPCR suggests that PFS benefit of everolimus was maintained irrespective of PIK3CA genotypes, consistent with the previous analysis of archival tumour DNA by next-generation sequencing.
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Affiliation(s)
- Mary Ellen Moynahan
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - David Chen
- Oncology Precision Medicine, Novartis Pharmaceuticals Corporation, East Hanover, NJ 07936, USA
| | - Wei He
- Oncology Precision Medicine, Novartis Pharmaceuticals Corporation, East Hanover, NJ 07936, USA
| | - Patricia Sung
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Aliaksandra Samoila
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Daoqi You
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Trusha Bhatt
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Parul Patel
- Oncology Precision Medicine, Novartis Pharmaceuticals Corporation, East Hanover, NJ 07936, USA
| | | | - Gabriel N Hortobagyi
- Department of Breast Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Jose Baselga
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Sarat Chandarlapaty
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
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Tumour Heterogeneity: The Key Advantages of Single-Cell Analysis. Int J Mol Sci 2016; 17:ijms17122142. [PMID: 27999407 PMCID: PMC5187942 DOI: 10.3390/ijms17122142] [Citation(s) in RCA: 112] [Impact Index Per Article: 12.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2016] [Revised: 12/12/2016] [Accepted: 12/13/2016] [Indexed: 01/06/2023] Open
Abstract
Tumour heterogeneity refers to the fact that different tumour cells can show distinct morphological and phenotypic profiles, including cellular morphology, gene expression, metabolism, motility, proliferation and metastatic potential. This phenomenon occurs both between tumours (inter-tumour heterogeneity) and within tumours (intra-tumour heterogeneity), and it is caused by genetic and non-genetic factors. The heterogeneity of cancer cells introduces significant challenges in using molecular prognostic markers as well as for classifying patients that might benefit from specific therapies. Thus, research efforts for characterizing heterogeneity would be useful for a better understanding of the causes and progression of disease. It has been suggested that the study of heterogeneity within Circulating Tumour Cells (CTCs) could also reflect the full spectrum of mutations of the disease more accurately than a single biopsy of a primary or metastatic tumour. In previous years, many high throughput methodologies have raised for the study of heterogeneity at different levels (i.e., RNA, DNA, protein and epigenetic events). The aim of the current review is to stress clinical implications of tumour heterogeneity, as well as current available methodologies for their study, paying specific attention to those able to assess heterogeneity at the single cell level.
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Frequent detection of PIK3CA mutations in single circulating tumor cells of patients suffering from HER2-negative metastatic breast cancer. Mol Oncol 2016; 10:1330-43. [PMID: 27491860 DOI: 10.1016/j.molonc.2016.07.005] [Citation(s) in RCA: 45] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2016] [Revised: 05/27/2016] [Accepted: 07/15/2016] [Indexed: 02/07/2023] Open
Abstract
Modern technologies enable detection and characterization of circulating tumor cells (CTC) in peripheral blood samples. Thus, CTC have attracted interest as markers for therapeutic response in breast cancer. First studies have incorporated CTC analyses to guide therapeutic interventions and stratification of breast cancer patients. Aim of this study was to analyze characteristic features of CTC as biomarker for predicting resistance to HER2-targeted therapies. Therefore, CTC from metastatic breast cancer patients with HER2-negative primary tumors screened for the prospective randomized phase III trial DETECT III were explored for their HER2 status and the presence of PIK3CA mutations. Detection and characterization of HER2 expression of CTC were conducted with the CellSearch(®) system. Fifteen of 179 CTC-positive patients (8.4%) contained ≥1 CTC with strong HER2 expression. Genomic DNA from individual CTC isolated by micromanipulation was propagated by whole genome amplification and analyzed for PIK3CA mutations in exons 9 and 20 by Sanger sequencing. One or more CTC/7.5 mL were detected in 179/290 patients (61.7%). In 109 patients (34.8%), ≥5 CTC/7.5 mL were found. We detected at least one CTC with the mutation p.E542K, p.E545K, p.H1047R, p.H1047L or p.M1043V in 12/33 patients (36.4%). Thirty six of 114 CTC (31.6%) harbored one of these mutations. CTC in individual patients exhibited heterogeneity concerning PIK3CA mutations and HER2 expression. In conclusion, clinically relevant genomic aberrations such as mutations in the hotspot regions of exon 9 and 20 of the PIK3CA gene can be detected in single CTC and might provide insights into mechanisms of resistance to HER2-targeted therapies.
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Liquid biopsy: will it be the 'magic tool' for monitoring response of solid tumors to anticancer therapies? Curr Opin Oncol 2016; 27:560-7. [PMID: 26335664 DOI: 10.1097/cco.0000000000000223] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
PURPOSE OF REVIEW The aim of this review is to highlight the recent advances (in the past 12 months) concerning circulating tumor cells (CTCs) and circulating tumor DNA (ctDNA) in oncology. RECENT FINDINGS The value of CTCs as a prognostic biomarker is now well validated in breast, colon, and prostate cancer, but no trial has yet demonstrated that modifying treatment according to CTCs is superior to standard of care. Ongoing trials are addressing the clinical utility of CTCs. Moreover, there is emerging evidence about the potential of CTCs as a tumor tissue source to analyze protein and RNA expression, DNA mutations and drug sensitivity. ctDNA is a specific biomarker associated with tumor burden, and small studies have shown an association with worse outcome; prospective clinical studies on the prognostic and predictive value of ctDNA are needed. ctDNA can be used for tumor molecular profiling, with the potential advantage to encompass the spectrum of mutations present in the tumor. SUMMARY CTCs and ctDNA are promising new biomarkers in oncology, with potential clinical applications for monitoring and for comprehensive molecular profiling of cancer. For each assay, demonstration of analytical and clinical validity, as well as clinical utility in prospective clinical trials is needed before implementation in clinical practice.
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Tumor-selective replication herpes simplex virus-based technology significantly improves clinical detection and prognostication of viable circulating tumor cells. Oncotarget 2016; 7:39768-39783. [PMID: 27206795 PMCID: PMC5129969 DOI: 10.18632/oncotarget.9465] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2015] [Accepted: 04/24/2016] [Indexed: 02/05/2023] Open
Abstract
Detection of circulating tumor cells remains a significant challenge due to their vast physical and biological heterogeneity. We developed a cell-surface-marker-independent technology based on telomerase-specific, replication-selective oncolytic herpes-simplex-virus-1 that targets telomerase-reverse-transcriptase-positive cancer cells and expresses green-fluorescent-protein that identifies viable CTCs from a broad spectrum of malignancies. Our method recovered 75.5–87.2% of tumor cells spiked into healthy donor blood, as validated by different methods, including single cell sequencing. CTCs were detected in 59–100% of 326 blood samples from patients with 6 different solid organ carcinomas and lymphomas. Significantly, CTC-positive rates increased remarkably with tumor progression from N0M0, N+M0 to M1 in each of 5 tested cancers (lung, colon, liver, gastric and pancreatic cancer, and glioma). Among 21 non-small cell lung cancer cases in which CTC values were consecutively monitored, 81% showed treatment-related decreases, which was also found after treatments in the other solid tumors. Moreover, monitoring CTC values provided an efficient treatment response indicator in hematological malignancies. Compared to CellSearch, our method detected significantly higher positive rates in 40 NSCLC in all stages, including N0M0, N+M0 and M1, and was less affected by chemotherapy. This simple, robust and clinically-applicable technology detects viable CTCs from solid and hematopoietic malignancies in early to late stages, and significantly improves clinical detection and treatment prognostication.
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Defining the Prognostic and Predictive Role of PIK3CA Mutations: Sifting Through the Conflicting Data. CURRENT BREAST CANCER REPORTS 2016. [DOI: 10.1007/s12609-016-0215-6] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
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Assi HI, Assi RE, El Saghir NS. Emerging Biomarkers of the Future: Changing Clinical Practice for 2020. CURRENT BREAST CANCER REPORTS 2016. [DOI: 10.1007/s12609-016-0214-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
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45
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Barbazan J, Dunkel Y, Li H, Nitsche U, Janssen KP, Messer K, Ghosh P. Prognostic Impact of Modulators of G proteins in Circulating Tumor Cells from Patients with Metastatic Colorectal Cancer. Sci Rep 2016; 6:22112. [PMID: 26916336 PMCID: PMC4768264 DOI: 10.1038/srep22112] [Citation(s) in RCA: 39] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2015] [Accepted: 02/08/2016] [Indexed: 12/12/2022] Open
Abstract
The consequence of a loss of balance between G-protein activation and deactivation in cancers has been interrogated by studying infrequently occurring mutants of trimeric G-protein α-subunits and GPCRs. Prior studies on members of a newly identified family of non-receptor guanine nucleotide exchange factors (GEFs), GIV/Girdin, Daple, NUCB1 and NUCB2 have revealed that GPCR-independent hyperactivation of trimeric G proteins can fuel metastatic progression in a variety of cancers. Here we report that elevated expression of each GEF in circulating tumor cells (CTCs) isolated from the peripheral circulation of patients with metastatic colorectal cancer is associated with a shorter progression-free survival (PFS). The GEFs were stronger prognostic markers than two other markers of cancer progression, S100A4 and MACC1, and clustering of all GEFs together improved the prognostic accuracy of the individual family members; PFS was significantly lower in the high-GEFs versus the low-GEFs groups [H.R = 5, 20 (95% CI; 2,15–12,57)]. Because nucleotide exchange is the rate-limiting step in cyclical activation of G-proteins, the poor prognosis conferred by these GEFs in CTCs implies that hyperactivation of G-protein signaling by these GEFs is an important event during metastatic progression, and may be more frequently encountered than mutations in G-proteins and/or GPCRs.
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Affiliation(s)
- Jorge Barbazan
- Translational Laboratory, Medical Oncology Department, Complexo Hospitalario Universitario de Santiago de Compostela/SERGAS, Santiago de Compostela, Spain
| | - Ying Dunkel
- Department of Medicine, University of California, San Diego, La Jolla, California, USA
| | - Hongying Li
- Division of Biostatistics, Department of Family Medicine and Public Health, Moores Cancer Center, University of California, San Diego, La Jolla, California, USA
| | - Ulrich Nitsche
- Department of Surgery, Klinikum rechts der Isar, TU München, Munich, Germany
| | - Klaus-Peter Janssen
- Department of Surgery, Klinikum rechts der Isar, TU München, Munich, Germany
| | - Karen Messer
- Division of Biostatistics, Department of Family Medicine and Public Health, Moores Cancer Center, University of California, San Diego, La Jolla, California, USA
| | - Pradipta Ghosh
- Department of Medicine, University of California, San Diego, La Jolla, California, USA.,Division of Biostatistics, Department of Family Medicine and Public Health, Moores Cancer Center, University of California, San Diego, La Jolla, California, USA
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Bidard FC, Proudhon C, Pierga JY. Circulating tumor cells in breast cancer. Mol Oncol 2016; 10:418-30. [PMID: 26809472 PMCID: PMC5528978 DOI: 10.1016/j.molonc.2016.01.001] [Citation(s) in RCA: 134] [Impact Index Per Article: 14.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2015] [Revised: 12/12/2015] [Accepted: 01/04/2016] [Indexed: 01/06/2023] Open
Abstract
Over the past decade, technically reliable circulating tumor cell (CTC) detection methods allowed the collection of large datasets of CTC counts in cancer patients. These data can be used either as a dynamic prognostic biomarker or as tumor material for “liquid biopsy”. Breast cancer appears to be the cancer type in which CTC have been the most extensively studied so far, with level‐of‐evidence‐1 studies supporting the clinical validity of CTC count in both early and metastatic stage. This review summarizes and discusses the clinical results obtained in breast cancer patients, the issues faced by the molecular characterization of CTC and the biological findings about cancer biology and metastasis that were obtained from CTC. In metastatic breast cancer, CTC count is a level‐of‐evidence 1 prognostic dynamic biomarker. Several interventional trials are ongoing to demonstrate the clinical utility of CTC detection in metastatic breast cancer. In early breast cancer, CTC count is also a prognostic biomarker, not correlated with the other usual prognostic factors. Molecular characterization of CTC is promising, trials with anti‐HER2 therapy are ongoing.
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Affiliation(s)
- Francois-Clement Bidard
- Institut Curie, PSL Research University, SiRIC, Laboratory of Circulating Tumor Biomarkers, Paris, France; Institut Curie, PSL Research University, Department of Medical Oncology, Paris, France
| | - Charlotte Proudhon
- Institut Curie, PSL Research University, SiRIC, Laboratory of Circulating Tumor Biomarkers, Paris, France
| | - Jean-Yves Pierga
- Institut Curie, PSL Research University, SiRIC, Laboratory of Circulating Tumor Biomarkers, Paris, France; Institut Curie, PSL Research University, Department of Medical Oncology, Paris, France; Université Paris Descartes, Paris, France.
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HAN MINGLI, WANG FANG, GU YUANTING, PEI XINHONG, GUO GUANGCHENG, YU CHAO, LI LIN, ZHU MINGZHI, XIONG YOUYI, WANG YIMENG. MicroRNA-21 induces breast cancer cell invasion and migration by suppressing smad7 via EGF and TGF-β pathways. Oncol Rep 2015; 35:73-80. [DOI: 10.3892/or.2015.4360] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2015] [Accepted: 06/26/2015] [Indexed: 11/06/2022] Open
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Frandsen AS, Fabisiewicz A, Jagiello-Gruszfeld A, Haugaard AS, Petersen LM, Albrektsen KB, Nejlund S, Smith J, Stender H, Hillig T, Sölétormos G. Retracing Circulating Tumour Cells for Biomarker Characterization after Enumeration. J Circ Biomark 2015; 4:5. [PMID: 28936241 PMCID: PMC5572983 DOI: 10.5772/60995] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2015] [Accepted: 05/22/2015] [Indexed: 01/16/2023] Open
Abstract
Background Retracing and biomarker characterization of individual circulating tumour cells (CTCs) may potentially contribute to personalized metastatic cancer therapy. This is relevant when a biopsy of the metastasis is complicated or impossible to acquire. Methods A novel disc format was used to map and retrace individual CTCs from breast-cancer patients and nucleated cells from healthy blood donors using the CytoTrack platform. For proof of the retracing concept, CTC HER2 characterization by immunofluorescence was tested. Results CTCs were detected and enumerated in three of four blood samples from breast-cancer patients and the locations of each individual CTCs were mapped on the discs. Nucleated cells were retraced on seven discs with 96.6%±8.5% recovery on five fields of view on each disc. Shifting of field of view for retracing was measured to 4-29 μm. In a blood sample from a HER2-positive breast-cancer patient, CTC enumeration and mapping was followed by HER2 characterization and retracing to demonstrate downstream immunofluorescence analysis of the CTC. Conclusion Mapping and retracing of CTCs enables downstream analysis of individual CTCs for existing and future cancer genotypic and phenotypic biomarkers. Future studies will uncover this potential of the novel retracing technology.
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Affiliation(s)
| | - Anna Fabisiewicz
- Department of Translational and Molecular Oncology, The Maria Sklodowska-Curie Memorial Cancer Centre and Institute of Oncology, Warsaw, Poland
| | - Agnieszka Jagiello-Gruszfeld
- Department of Breast Cancer and Reconstruction Surgery, The Maria Sklodowska-Curie Memorial Cancer Centre and Institute of Oncology, Warsaw, Poland
| | - Anastasiya S Haugaard
- CTC Center of Excellence, Department of Clinical Biochemistry, North Zealand Hospital, University of Copenhagen, Denmark
| | - Louise Munkhaus Petersen
- CTC Center of Excellence, Department of Clinical Biochemistry, North Zealand Hospital, University of Copenhagen, Denmark
| | - Katrine Brandt Albrektsen
- CTC Center of Excellence, Department of Clinical Biochemistry, North Zealand Hospital, University of Copenhagen, Denmark
| | - Sarah Nejlund
- CTC Center of Excellence, Department of Clinical Biochemistry, North Zealand Hospital, University of Copenhagen, Denmark
| | - Julie Smith
- Department of Technology, Faculty of Health and Technology, Metropolitan University College, Copenhagen, Denmark
| | - Henrik Stender
- CytoTrack ApS, Lyngby, Denmark.,CTC Center of Excellence, Department of Clinical Biochemistry, North Zealand Hospital, University of Copenhagen, Denmark
| | - Thore Hillig
- CTC Center of Excellence, Department of Clinical Biochemistry, North Zealand Hospital, University of Copenhagen, Denmark.,Department of Clinical Biochemistry, North Zealand Hospital, University of Copenhagen, Denmark
| | - György Sölétormos
- CTC Center of Excellence, Department of Clinical Biochemistry, North Zealand Hospital, University of Copenhagen, Denmark.,Department of Clinical Biochemistry, North Zealand Hospital, University of Copenhagen, Denmark
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Migliaccio I, Malorni L, Hart CD, Guarducci C, Di Leo A. Endocrine therapy considerations in postmenopausal patients with hormone receptor positive, human epidermal growth factor receptor type 2 negative advanced breast cancers. BMC Med 2015; 13:46. [PMID: 25857348 PMCID: PMC4350905 DOI: 10.1186/s12916-015-0280-0] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/26/2014] [Accepted: 01/20/2015] [Indexed: 12/22/2022] Open
Abstract
The standard of care for patients with hormone receptor positive, human epidermal growth factor receptor type 2 negative advanced breast cancer is endocrine therapy. Endocrine agents, including aromatase inhibitors, tamoxifen, and fulvestrant, are often administered alone as first line treatment and demonstrate durable responses with limited side effects. Endocrine resistance represents a major clinical problem. In the future, poly-endocrine therapy and combination therapies with biological agents might become valuable options for the first line treatment of hormone receptor-positive advanced breast cancer. However, it will be critical to develop clinical tools that can reliably identify the subgroup of patients most likely to benefit from endocrine therapy alone, and those who might benefit from alternative approaches. Herein, we will review and discuss current issues in the endocrine treatment of postmenopausal patients with hormone receptor positive, human epidermal growth factor receptor type 2 negative advanced breast cancer.
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50
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Hart CD, Galardi F, De Luca F, Pestrin M, Di Leo A. Circulating Tumour Cells as Liquid Biopsy in Breast Cancer—Advancing from Prognostic to Predictive Potential. CURRENT BREAST CANCER REPORTS 2015. [DOI: 10.1007/s12609-014-0177-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
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