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Ricordel C, Chaillot L, Vlachavas EI, Logotheti M, Jouannic A, Desvallees T, Lecuyer G, Aubry M, Kontogianni G, Mastrokalou C, Jouan F, Jarry U, Corre R, Le Guen Y, Guillaudeux T, Lena H, Chatziioannou A, Pedeux R. Genomic characteristics and clinical significance of CD56+ circulating tumor cells in small cell lung cancer. Sci Rep 2023; 13:3626. [PMID: 36869231 PMCID: PMC9984363 DOI: 10.1038/s41598-023-30536-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2022] [Accepted: 02/24/2023] [Indexed: 03/05/2023] Open
Abstract
Circulating tumor cells (CTC) have been studied in various solid tumors but clinical utility of CTC in small cell lung cancer (SCLC) remains unclear. The aim of the CTC-CPC study was to develop an EpCAM-independent CTC isolation method allowing isolation of a broader range of living CTC from SCLC and decipher their genomic and biological characteristics. CTC-CPC is a monocentric prospective non-interventional study including treatment-naïve newly diagnosed SCLC. CD56+ CTC were isolated from whole blood samples, at diagnosis and relapse after first-line treatment and submitted to whole-exome-sequencing (WES). Phenotypic study confirms tumor lineage and tumorigenic properties of isolated cells for the 4 patients analyzed with WES. WES of CD56+ CTC and matched tumor biopsy reveal genomic alteration frequently impaired in SCLC. At diagnosis CD56+ CTC were characterized by a high mutation load, a distinct mutational profile and a unique genomic signature, compared to match tumors biopsies. In addition to classical pathways altered in SCLC, we found new biological processes specifically affected in CD56+ CTC at diagnosis. High numeration of CD56+ CTC (> 7/ml) at diagnosis was associated with ES-SCLC. Comparing CD56+ CTC isolated at diagnosis and relapse, we identify differentially altered oncogenic pathways (e.g. DLL3 or MAPK pathway). We report a versatile method of CD56+ CTC detection in SCLC. Numeration of CD56+ CTC at diagnosis is correlated with disease extension. Isolated CD56+ CTC are tumorigenic and show a distinct mutational profile. We report a minimal gene set as a unique signature of CD56+ CTC and identify new affected biological pathways enriched in EpCAM-independent isolated CTC in SCLC.
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Affiliation(s)
- Charles Ricordel
- INSERM, OSS (Oncogenesis Stress Signaling), UMR_S 1242, CLCC Eugene Marquis, Univ Rennes 1, 35000, Rennes, France.
- Service de Pneumologie, Hôpital Pontchaillou, CHU Rennes, 2 Rue Henri Le Guilloux, 35033, Rennes, France.
| | - L Chaillot
- INSERM, OSS (Oncogenesis Stress Signaling), UMR_S 1242, CLCC Eugene Marquis, Univ Rennes 1, 35000, Rennes, France
| | - E I Vlachavas
- e-NIOS PC, Kallithea-Athens, Greece
- Division of Molecular Genome Analysis (B050), German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany
| | | | - A Jouannic
- INSERM, OSS (Oncogenesis Stress Signaling), UMR_S 1242, CLCC Eugene Marquis, Univ Rennes 1, 35000, Rennes, France
| | - T Desvallees
- CNRS, INSERM, BIOSIT UAR 3480, US_S 018, Oncotrial, Univ Rennes, 35000, Rennes, France
- Unité De Pharmacologie Préclinique, Biotrial Pharmacology, Rennes, France
| | - G Lecuyer
- INSERM, OSS (Oncogenesis Stress Signaling), UMR_S 1242, CLCC Eugene Marquis, Univ Rennes 1, 35000, Rennes, France
| | - M Aubry
- INSERM, OSS (Oncogenesis Stress Signaling), UMR_S 1242, CLCC Eugene Marquis, Univ Rennes 1, 35000, Rennes, France
| | - G Kontogianni
- Centre of Systems Biology, Biomedical Research Foundation of the Academy of Athens, 4 Soranou Ephessiou Street, 11527, Athens, Greece
| | | | - F Jouan
- INSERM, OSS (Oncogenesis Stress Signaling), UMR_S 1242, CLCC Eugene Marquis, Univ Rennes 1, 35000, Rennes, France
| | - U Jarry
- CNRS, INSERM, BIOSIT UAR 3480, US_S 018, Oncotrial, Univ Rennes, 35000, Rennes, France
- Unité De Pharmacologie Préclinique, Biotrial Pharmacology, Rennes, France
| | - R Corre
- Service de Pneumologie, Hôpital Pontchaillou, CHU Rennes, 2 Rue Henri Le Guilloux, 35033, Rennes, France
| | - Y Le Guen
- Service de Pneumologie, Hôpital Pontchaillou, CHU Rennes, 2 Rue Henri Le Guilloux, 35033, Rennes, France
| | - T Guillaudeux
- INSERM, OSS (Oncogenesis Stress Signaling), UMR_S 1242, CLCC Eugene Marquis, Univ Rennes 1, 35000, Rennes, France
- CNRS, INSERM, BIOSIT UAR 3480, US_S 018, Oncotrial, Univ Rennes, 35000, Rennes, France
| | - H Lena
- INSERM, OSS (Oncogenesis Stress Signaling), UMR_S 1242, CLCC Eugene Marquis, Univ Rennes 1, 35000, Rennes, France
- Service de Pneumologie, Hôpital Pontchaillou, CHU Rennes, 2 Rue Henri Le Guilloux, 35033, Rennes, France
| | - A Chatziioannou
- e-NIOS PC, Kallithea-Athens, Greece
- Centre of Systems Biology, Biomedical Research Foundation of the Academy of Athens, 4 Soranou Ephessiou Street, 11527, Athens, Greece
| | - Rémy Pedeux
- INSERM, OSS (Oncogenesis Stress Signaling), UMR_S 1242, CLCC Eugene Marquis, Univ Rennes 1, 35000, Rennes, France.
- CNRS, INSERM, BIOSIT UAR 3480, US_S 018, Oncotrial, Univ Rennes, 35000, Rennes, France.
- CLCC Eugène Marquis, INSERM U1242-OSS, Université Rennes 1, Rue Bataille Flandres Dunkerque, 35042, Rennes, France.
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Buocikova V, Tyciakova S, Pilalis E, Mastrokalou C, Urbanova M, Matuskova M, Demkova L, Medova V, Longhin EM, Rundén-Pran E, Dusinska M, Rios-Mondragon I, Cimpan MR, Gabelova A, Soltysova A, Smolkova B, Chatziioannou A. Decitabine-induced DNA methylation-mediated transcriptomic reprogramming in human breast cancer cell lines; the impact of DCK overexpression. Front Pharmacol 2022; 13:991751. [PMID: 36278182 PMCID: PMC9585938 DOI: 10.3389/fphar.2022.991751] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2022] [Accepted: 09/13/2022] [Indexed: 11/13/2022] Open
Abstract
Decitabine (DAC), a DNA methyltransferase (DNMT) inhibitor, is tested in combination with conventional anticancer drugs as a treatment option for various solid tumors. Although epigenome modulation provides a promising avenue in treating resistant cancer types, more studies are required to evaluate its safety and ability to normalize the aberrant transcriptional profiles. As deoxycytidine kinase (DCK)-mediated phosphorylation is a rate-limiting step in DAC metabolic activation, we hypothesized that its intracellular overexpression could potentiate DAC’s effect on cell methylome and thus increase its therapeutic efficacy. Therefore, two breast cancer cell lines, JIMT-1 and T-47D, differing in their molecular characteristics, were transfected with a DCK expression vector and exposed to low-dose DAC (approximately IC20). Although transfection resulted in a significant DCK expression increase, further enhanced by DAC exposure, no transfection-induced changes were found at the global DNA methylation level or in cell viability. In parallel, an integrative approach was applied to decipher DAC-induced, methylation-mediated, transcriptomic reprogramming. Besides large-scale hypomethylation, accompanied by up-regulation of gene expression across the entire genome, DAC also induced hypermethylation and down-regulation of numerous genes in both cell lines. Interestingly, TET1 and TET2 expression halved in JIMT-1 cells after DAC exposure, while DNMTs’ changes were not significant. The protein digestion and absorption pathway, containing numerous collagen and solute carrier genes, ranking second among membrane transport proteins, was the top enriched pathway in both cell lines when hypomethylated and up-regulated genes were considered. Moreover, the calcium signaling pathway, playing a significant role in drug resistance, was among the top enriched in JIMT-1 cells. Although low-dose DAC demonstrated its ability to normalize the expression of tumor suppressors, several oncogenes were also up-regulated, a finding, that supports previously raised concerns regarding its broad reprogramming potential. Importantly, our research provides evidence about the involvement of active demethylation in DAC-mediated transcriptional reprogramming.
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Affiliation(s)
- Verona Buocikova
- Cancer Research Institute, Biomedical Research Center of the Slovak Academy of Sciences, Bratislava, Slovakia
| | - Silvia Tyciakova
- Cancer Research Institute, Biomedical Research Center of the Slovak Academy of Sciences, Bratislava, Slovakia
| | | | | | - Maria Urbanova
- Cancer Research Institute, Biomedical Research Center of the Slovak Academy of Sciences, Bratislava, Slovakia
| | - Miroslava Matuskova
- Cancer Research Institute, Biomedical Research Center of the Slovak Academy of Sciences, Bratislava, Slovakia
| | - Lucia Demkova
- Cancer Research Institute, Biomedical Research Center of the Slovak Academy of Sciences, Bratislava, Slovakia
| | - Veronika Medova
- Institute of Clinical and Translational Research, Biomedical Research Center, Slovak Academy of Sciences, Bratislava, Slovakia
| | | | - Elise Rundén-Pran
- Health Effects Laboratory, NILU-Norwegian Institute for Air Research, Kjeller, Norway
| | - Maria Dusinska
- Health Effects Laboratory, NILU-Norwegian Institute for Air Research, Kjeller, Norway
| | | | | | - Alena Gabelova
- Cancer Research Institute, Biomedical Research Center of the Slovak Academy of Sciences, Bratislava, Slovakia
| | - Andrea Soltysova
- Institute of Clinical and Translational Research, Biomedical Research Center, Slovak Academy of Sciences, Bratislava, Slovakia
- Department of Molecular Biology, Faculty of Natural Sciences, Comenius University in Bratislava, Bratislava, Slovakia
| | - Bozena Smolkova
- Cancer Research Institute, Biomedical Research Center of the Slovak Academy of Sciences, Bratislava, Slovakia
- *Correspondence: Bozena Smolkova,
| | - Aristotelis Chatziioannou
- e-NIOS Applications P.C., Athens, Greece
- Center of Systems Biology, Biomedical Research Foundation of the Academy of Athens, Athens, Greece
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Buocikova V, Longhin EM, Pilalis E, Mastrokalou C, Miklikova S, Cihova M, Poturnayova A, Mackova K, Babelova A, Trnkova L, El Yamani N, Zheng C, Rios-Mondragon I, Labudova M, Csaderova L, Kuracinova KM, Makovicky P, Kucerova L, Matuskova M, Cimpan MR, Dusinska M, Babal P, Chatziioannou A, Gabelova A, Rundén-Pran E, Smolkova B. Decitabine potentiates efficacy of doxorubicin in a preclinical trastuzumab-resistant HER2-positive breast cancer models. Biomed Pharmacother 2022; 147:112662. [DOI: 10.1016/j.biopha.2022.112662] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2021] [Revised: 01/14/2022] [Accepted: 01/19/2022] [Indexed: 12/22/2022] Open
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