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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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Bold G, Schnell C, Furet P, McSheehy P, Brüggen J, Mestan J, Manley PW, Drückes P, Burglin M, Dürler U, Loretan J, Reuter R, Wartmann M, Theuer A, Bauer-Probst B, Martiny-Baron G, Allegrini P, Goepfert A, Wood J, Littlewood-Evans A. A Novel Potent Oral Series of VEGFR2 Inhibitors Abrogate Tumor Growth by Inhibiting Angiogenesis. J Med Chem 2015; 59:132-46. [DOI: 10.1021/acs.jmedchem.5b01582] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Affiliation(s)
- Guido Bold
- Oncology Research, Novartis Institutes for BioMedical Research, 4002 Basel, Switzerland
| | - Christian Schnell
- Oncology Research, Novartis Institutes for BioMedical Research, 4002 Basel, Switzerland
| | - Pascal Furet
- Oncology Research, Novartis Institutes for BioMedical Research, 4002 Basel, Switzerland
| | - Paul McSheehy
- Oncology Research, Novartis Institutes for BioMedical Research, 4002 Basel, Switzerland
| | - Josef Brüggen
- Oncology Research, Novartis Institutes for BioMedical Research, 4002 Basel, Switzerland
| | - Jürgen Mestan
- Oncology Research, Novartis Institutes for BioMedical Research, 4002 Basel, Switzerland
| | - Paul W. Manley
- Oncology Research, Novartis Institutes for BioMedical Research, 4002 Basel, Switzerland
| | - Peter Drückes
- Oncology Research, Novartis Institutes for BioMedical Research, 4002 Basel, Switzerland
| | - Marion Burglin
- Oncology Research, Novartis Institutes for BioMedical Research, 4002 Basel, Switzerland
| | - Ursula Dürler
- Oncology Research, Novartis Institutes for BioMedical Research, 4002 Basel, Switzerland
| | - Jacqueline Loretan
- Oncology Research, Novartis Institutes for BioMedical Research, 4002 Basel, Switzerland
| | - Robert Reuter
- Oncology Research, Novartis Institutes for BioMedical Research, 4002 Basel, Switzerland
| | - Markus Wartmann
- Oncology Research, Novartis Institutes for BioMedical Research, 4002 Basel, Switzerland
| | - Andreas Theuer
- Oncology Research, Novartis Institutes for BioMedical Research, 4002 Basel, Switzerland
| | - Beatrice Bauer-Probst
- Oncology Research, Novartis Institutes for BioMedical Research, 4002 Basel, Switzerland
| | - Georg Martiny-Baron
- Oncology Research, Novartis Institutes for BioMedical Research, 4002 Basel, Switzerland
| | - Peter Allegrini
- Oncology Research, Novartis Institutes for BioMedical Research, 4002 Basel, Switzerland
| | - Arnaud Goepfert
- Oncology Research, Novartis Institutes for BioMedical Research, 4002 Basel, Switzerland
| | - Jeanette Wood
- Oncology Research, Novartis Institutes for BioMedical Research, 4002 Basel, Switzerland
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Khalifian S, Raimondi G, Brandacher G. The use of luminex assays to measure cytokines. J Invest Dermatol 2015; 135:1-5. [PMID: 25785953 DOI: 10.1038/jid.2015.36] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Affiliation(s)
- Saami Khalifian
- Department of Plastic and Reconstructive Surgery, Vascularized Composite Allotransplantation Laboratory, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.
| | - Giorgio Raimondi
- Department of Plastic and Reconstructive Surgery, Vascularized Composite Allotransplantation Laboratory, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Gerald Brandacher
- Department of Plastic and Reconstructive Surgery, Vascularized Composite Allotransplantation Laboratory, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
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Abstract
Recent efforts in genomic research have enabled the characterization of molecular mechanisms underlying many types of cancers, ushering novel approaches for diagnosis and therapeutics. Melanoma is a molecularly heterogeneous disease, as many genetic alterations have been identified and the clinical features can vary. Although discoveries of frequent mutations including BRAF have already made clinically significant impact on patient care, there is a growing body of literature suggesting a role for additional mutations, driver and passenger types, in disease pathophysiology. Although some mutations have been strongly associated with clinical phenotypes of melanomas (such as physical distribution or morphologic subtype), the function or implications of many of the recently identified mutations remains less clear. The phenotypic and clinical impact of genomic mutations in melanoma remains a promising opportunity for progress in the care of melanoma patients.
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Affiliation(s)
- Elena B Hawryluk
- Dermatology Program, Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts 02115 Department of Dermatology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts 02114
| | - Hensin Tsao
- Department of Dermatology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts 02114
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Abstract
Although melanoma has traditionally been regarded as a uniformly fatal malignancy, personalized treatment of this cancer relies on the recognition of its genetic heterogeneity and our ability to pharmacologically target these specific and recurrent changes. Recent advances in the treatment of melanoma have come from the understanding that melanoma is a large family of molecularly distinct diseases. Advances in melanoma genetics and new molecular technology, such as whole-exome and whole-genome sequencing, have lead to unprecedented progress in understanding the key oncogenes and signaling pathways involved in the pathogenesis and progression of melanoma. In addition, we have gained an appreciation for the complexity of such a system with numerous points of cross talk, which has partially impeded our current therapeutic strategies in patients with advanced melanoma. In this review, we focus on the novel discoveries in melanoma genetics and the potential for therapeutic options.
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Affiliation(s)
- Sabina Bis
- Department of Dermatology, Harvard Medical School, Boston, MA 02114, USA
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Perrot CY, Javelaud D, Mauviel A. Insights into the Transforming Growth Factor-β Signaling Pathway in Cutaneous Melanoma. Ann Dermatol 2013; 25:135-44. [PMID: 23717002 PMCID: PMC3662904 DOI: 10.5021/ad.2013.25.2.135] [Citation(s) in RCA: 65] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
Transforming growth factor-β (TGF-β) is a pleiotropic growth factor with broad tissue distribution that plays critical roles during embryonic development, normal tissue homeostasis, and cancer. While its cytostatic activity on normal epithelial cells initially defined TGF-β signaling as a tumor suppressor pathway, there is ample evidence indicating that TGF-β is a potent pro-tumorigenic agent, acting via autocrine and paracrine mechanisms to promote peri-tumoral angiogenesis, together with tumor cell migration, immune escape, and dissemination to metastatic sites. This review summarizes the current knowledge on the implication of TGF-β signaling in melanoma.
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Affiliation(s)
- Carole Yolande Perrot
- Institut Curie, Team "TGF-β and Oncogenesis", Equipe Labellisée Ligue Contre le Cancer, Orsay, France
- INSERM U1021 Orsay, France
- CNRS UMR 3347, Orsay, France
| | - Delphine Javelaud
- Institut Curie, Team "TGF-β and Oncogenesis", Equipe Labellisée Ligue Contre le Cancer, Orsay, France
- INSERM U1021 Orsay, France
- CNRS UMR 3347, Orsay, France
| | - Alain Mauviel
- Institut Curie, Team "TGF-β and Oncogenesis", Equipe Labellisée Ligue Contre le Cancer, Orsay, France
- INSERM U1021 Orsay, France
- CNRS UMR 3347, Orsay, France
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Su C, Ren ZJ, Wang F, Liu M, Li X, Tang H. PIWIL4 regulates cervical cancer cell line growth and is involved in down-regulating the expression of p14ARF and p53. FEBS Lett 2012; 586:1356-62. [DOI: 10.1016/j.febslet.2012.03.053] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2012] [Revised: 03/19/2012] [Accepted: 03/25/2012] [Indexed: 11/26/2022]
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Wang N, Zhou F, Xiong H, Du S, Ma J, Okai I, Wang J, Suo J, Hao L, Song Y, Hu J, Shao S. Screening and Identification of Distant Metastasis-Related Differentially Expressed Genes in Human Squamous Cell Lung Carcinoma. Anat Rec (Hoboken) 2012; 295:748-57. [DOI: 10.1002/ar.22441] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2011] [Accepted: 02/07/2012] [Indexed: 11/12/2022]
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Nikolaou V, Kang X, Stratigos A, Gogas H, Latorre MC, Gabree M, Plaka M, Njauw CN, Kypreou K, Mirmigi I, Stefanaki I, Tsao H. Comprehensive mutational analysis of CDKN2A and CDK4 in Greek patients with cutaneous melanoma. Br J Dermatol 2011; 165:1219-22. [PMID: 21801156 PMCID: PMC3225501 DOI: 10.1111/j.1365-2133.2011.10551.x] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
BACKGROUND The penetrance of CDKN2A mutations is subject to geographical and latitudinal variation and is presumably dictated by ultraviolet radiation exposure and possibly other co-inherited genetic factors. The frequency of mutations increases with the number of family members affected and the number of primary tumours, and also fluctuates with geography. To date, little is known about the prevalence of CDKN2A mutations in patients with melanoma from Greece. OBJECTIVE To characterize the frequency of CDKN2A and CDK4 mutations in a hospital-based population of Greek patients with melanoma. METHODS Three hundred and four consecutive single primary melanoma (SPM), nine familial melanoma (FM) and seven multiple primary melanoma cases (MPM) were assessed for sequence variants in exons 1α, 1β and 2 of CDKN2A and exon 2 of CDK4. RESULTS Germline CDKN2A mutations were detected in 10 of 304 SPM (3·3%), in four of seven MPM (57%) and in two of nine FM (22%) cases. The most common mutation was a Northern European allele (p16 p.R24P) detected in eight individuals. Five previously unreported CDKN2A variants were also identified: -34G>C, c.41_43delins20bp, c.301G>C (p.G101R), c.301G>A (p.G101E) and c.296_297insGACC. We also describe the first report of a CDK4 p.R24H substitution in a Greek family. CONCLUSIONS The Greek population appears to harbour a higher prevalence of the CDKN2A mutation than other reported cohorts. This supports the notion that genetic susceptibility may play a stronger influence in a country with a relatively low incidence of melanoma. Furthermore, the identification of Northern European alleles suggests that gene migration may be responsible, in part, for the observed cases in Greece.
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Affiliation(s)
- V Nikolaou
- Department of Dermatology, University of Athens Medical School, 'A. Sygros' Hospital, I Dragoumi 5, 16121 Athens, Greece
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Abstract
T-cell receptor (TCR) gene therapy aims to induce immune reactivity against tumors by introducing genes encoding a tumor-reactive TCR into patient T cells. This approach has been extensively tested in preclinical mouse models, and initial clinical trials have demonstrated the feasibility and potential of TCR gene therapy as a cancer treatment. However, data obtained from preclinical and clinical studies suggest that both the therapeutic efficacy and the safety of TCR gene therapy can be and needs to be further enhanced. This review highlights those strategies that can be followed to develop TCR gene therapy into a clinically relevant treatment option for cancer patients.
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