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DNA methylation markers panel can improve prediction of response to neoadjuvant chemotherapy in luminal B breast cancer. Sci Rep 2020; 10:9239. [PMID: 32514046 PMCID: PMC7280523 DOI: 10.1038/s41598-020-66197-1] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2019] [Accepted: 05/18/2020] [Indexed: 12/31/2022] Open
Abstract
Despite the advantages of neoadjuvant chemotherapy (NACT), associated toxicity is a serious complication that renders monitoring of the patients' response to NACT highly important. Thus, prediction of tumor response to treatment is imperative to avoid exposure of potential non-responders to deleterious complications. We have performed genome-wide analysis of DNA methylation by XmaI-RRBS and selected CpG dinucleotides differential methylation of which discriminates luminal B breast cancer samples with different sensitivity to NACT. With this data, we have developed multiplex methylation sensitive restriction enzyme PCR (MSRE-PCR) protocol for determining the methylation status of 10 genes (SLC9A3, C1QL2, DPYS, IRF4, ADCY8, KCNQ2, TERT, SYNDIG1, SKOR2 and GRIK1) that distinguish BC samples with different NACT response. Analysis of these 10 markers by MSRE-PCR in biopsy samples allowed us to reveal three top informative combinations of markers, (1) IRF4 and C1QL2; (2) IRF4, C1QL2, and ADCY8; (3) IRF4, C1QL2, and DPYS, with the areas under ROC curves (AUCs) of 0.75, 0.78 and 0.74, respectively. A classifier based on IRF4 and C1QL2 better meets the diagnostic panel simplicity requirements, as it consists of only two markers. Diagnostic accuracy of the panel of these two markers is 0.75, with the sensitivity of 75% and specificity of 75%.
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Strelnikov VV, Zaletaev DV. Evolution of cancer DNA methylotyping. Epigenomics 2019; 11:857-859. [PMID: 31144518 DOI: 10.2217/epi-2019-0079] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Affiliation(s)
- Vladimir V Strelnikov
- Epigenetics Laboratory, Research Centre for Medical Genetics, Moscow, Russia.,Molecular & Cell Genetics Department, Pirogov Russian National Research Medical University, Moscow, Russia
| | - Dmitry V Zaletaev
- Epigenetics Laboratory, Research Centre for Medical Genetics, Moscow, Russia.,Molecular & Cell Genetics Department, Pirogov Russian National Research Medical University, Moscow, Russia.,Medical Genetics Laboratory, IM Sechenov First Moscow State Medical University (Sechenov University), Moscow, Russia
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Tanas AS, Sigin VO, Kalinkin AI, Litviakov NV, Slonimskaya EM, Ibragimova MK, Ignatova EO, Simonova OA, Kuznetsova EB, Kekeeva TV, Larin SS, Poddubskaya EV, Trotsenko ID, Rudenko VV, Karandasheva KO, Petrova KD, Tsyganov MM, Deryusheva IV, Kazantseva PV, Doroshenko AV, Tarabanovskaya NA, Chesnokova GG, Sekacheva MI, Nemtsova MV, Izhevskaya VL, Kutsev SI, Zaletaev DV, Strelnikov VV. Genome-wide methylotyping resolves breast cancer epigenetic heterogeneity and suggests novel therapeutic perspectives. Epigenomics 2019; 11:605-617. [PMID: 30729807 DOI: 10.2217/epi-2018-0213] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
Aim: To provide a breast cancer (BC) methylotype classification by genome-wide CpG islands bisulfite DNA sequencing. Materials & methods: XmaI-reduced representation bisulfite sequencing DNA methylation sequencing method was used to profile DNA methylation of 110 BC samples and 6 normal breast samples. Intrinsic DNA methylation BC subtypes were elicited by unsupervised hierarchical cluster analysis, and cluster-specific differentially methylated genes were identified. Results & conclusion: Overall, six distinct BC methylotypes were identified. BC cell lines constitute a separate group extremely highly methylated at the CpG islands. In turn, primary BC samples segregate into two major subtypes, highly and moderately methylated. Highly and moderately methylated superclusters, each incorporate three distinct epigenomic BC clusters with specific features, suggesting novel perspectives for personalized therapy.
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Affiliation(s)
- Alexander S Tanas
- Epigenetics Laboratory, Research Centre for Medical Genetics, Moscow, Russia.,Molecular & Cell Genetics Department, Pirogov Russian National Research Medical University, Moscow, Russia
| | - Vladimir O Sigin
- Epigenetics Laboratory, Research Centre for Medical Genetics, Moscow, Russia
| | - Alexey I Kalinkin
- Epigenetics Laboratory, Research Centre for Medical Genetics, Moscow, Russia.,Medical Genetics Laboratory, I.M. Sechenov First Moscow State Medical University (Sechenov University), Moscow, Russia
| | - Nikolai V Litviakov
- Laboratory of Oncovirology, Cancer Research Institute, Tomsk National Research Medical Center, Tomsk, Russia
| | - Elena M Slonimskaya
- Department of General Oncology, Cancer Research Institute, Tomsk National Research Medical Center, Tomsk, Russia
| | - Marina K Ibragimova
- Laboratory of Oncovirology, Cancer Research Institute, Tomsk National Research Medical Center, Tomsk, Russia
| | - Ekaterina O Ignatova
- Clinical Pharmacology & Chemotherapy, Federal State Budgetary institution «N.N. Blokhin National Medical Research Center of Oncology» of the Ministry of Health of the Russian Federation, Moscow, Russia
| | - Olga A Simonova
- Epigenetics Laboratory, Research Centre for Medical Genetics, Moscow, Russia
| | - Ekaterina B Kuznetsova
- Epigenetics Laboratory, Research Centre for Medical Genetics, Moscow, Russia.,Medical Genetics Laboratory, I.M. Sechenov First Moscow State Medical University (Sechenov University), Moscow, Russia
| | - Tatiana V Kekeeva
- Epigenetics Laboratory, Research Centre for Medical Genetics, Moscow, Russia
| | - Sergey S Larin
- Gene Therapy Laboratory, Institute of Gene Biology, Moscow, Russia.,Molecular Immunology Laboratory, Federal Scientific Clinical Centre of Pediatric Hematology Oncology Immunology Named after Dmitry Rogachev, Moscow, Russia
| | - Elena V Poddubskaya
- Clinic of Personalized Medicine, I.M. Sechenov First Moscow State Medical University (Sechenov University), Moscow, Russia.,VitaMed LLC, Moscow, Russia
| | | | - Viktoria V Rudenko
- Epigenetics Laboratory, Research Centre for Medical Genetics, Moscow, Russia
| | | | - Kseniya D Petrova
- Epigenetics Laboratory, Research Centre for Medical Genetics, Moscow, Russia.,Department of Biological and Medical Physics, Moscow Institute of Physics & Technology (State University), Dolgoprudny, Moscow Region, Russia
| | - Matvey M Tsyganov
- Laboratory of Oncovirology, Cancer Research Institute, Tomsk National Research Medical Center, Tomsk, Russia
| | - Irina V Deryusheva
- Laboratory of Oncovirology, Cancer Research Institute, Tomsk National Research Medical Center, Tomsk, Russia
| | - Polina V Kazantseva
- Department of General Oncology, Cancer Research Institute, Tomsk National Research Medical Center, Tomsk, Russia
| | - Artem V Doroshenko
- Department of General Oncology, Cancer Research Institute, Tomsk National Research Medical Center, Tomsk, Russia
| | - Natalia A Tarabanovskaya
- Department of General Oncology, Cancer Research Institute, Tomsk National Research Medical Center, Tomsk, Russia
| | - Galina G Chesnokova
- Epigenetics Laboratory, Research Centre for Medical Genetics, Moscow, Russia
| | - Marina I Sekacheva
- Clinic of Personalized Medicine, I.M. Sechenov First Moscow State Medical University (Sechenov University), Moscow, Russia
| | - Marina V Nemtsova
- Epigenetics Laboratory, Research Centre for Medical Genetics, Moscow, Russia.,Medical Genetics Laboratory, I.M. Sechenov First Moscow State Medical University (Sechenov University), Moscow, Russia
| | - Vera L Izhevskaya
- Epigenetics Laboratory, Research Centre for Medical Genetics, Moscow, Russia
| | - Sergey I Kutsev
- Epigenetics Laboratory, Research Centre for Medical Genetics, Moscow, Russia.,Molecular & Cell Genetics Department, Pirogov Russian National Research Medical University, Moscow, Russia
| | - Dmitry V Zaletaev
- Epigenetics Laboratory, Research Centre for Medical Genetics, Moscow, Russia.,Molecular & Cell Genetics Department, Pirogov Russian National Research Medical University, Moscow, Russia.,Medical Genetics Laboratory, I.M. Sechenov First Moscow State Medical University (Sechenov University), Moscow, Russia
| | - Vladimir V Strelnikov
- Epigenetics Laboratory, Research Centre for Medical Genetics, Moscow, Russia.,Molecular & Cell Genetics Department, Pirogov Russian National Research Medical University, Moscow, Russia
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