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Zhang Y, Lu H, Yu Y. ZAP70 interaction with 13 mRNAs as a potential immunotherapeutic target for endometrial cancer. Oncol Lett 2023; 25:213. [PMID: 37123018 PMCID: PMC10131270 DOI: 10.3892/ol.2023.13799] [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: 08/29/2022] [Accepted: 03/17/2023] [Indexed: 05/02/2023] Open
Abstract
For advanced, refractory endometrial cancer (EC), it is advisable to find effective immunotherapeutic targets. In the present study, genes affecting the immune status of uterine corpus endometrial carcinoma (UCEC) samples within The Cancer Genome Atlas were explored by weighted correlation network analysis and differential gene expression analysis. The protein function and immune correlation of 14 key genes, including ζ-chain-associated protein kinase 70 (ZAP70), were analyzed. Based on the expression levels of key genes, the patients with UCEC were divided into two groups using consensus clustering, low expression (group 1) and high expression (group 2). Next, the functions of differentially expressed genes (DEGs) between the two groups were identified using Gene Ontology enrichment analysis, Kyoto Encyclopedia of Genes and Genomes analysis and Gene Set Enrichment Analysis. The immune status of the patients in the two groups was evaluated using immune infiltration score and the expression levels of targets of immune checkpoint inhibitors. The role of ZAP70 in the prognosis of patients with UCEC and the differences in ZAP70 expression between EC tissues and healthy intimal tissues were determined by reverse transcription-quantitative PCR and immunohistochemistry. The present study found strong correlations between key genes, including ZAP70, LCK, FOXP3, TIGIT, CTLA4, ICOS, CD5, IL2RG, PDCD1, TNFRSF4, CD27, CCR7, GZMB, CXCL9. From the enrichment analyses, it was found that the functions of these DEGs were related to T cells. Patients in group 2 had stronger immune infiltration and higher immune checkpoints expression compared with those in group 1. ZAP70 was expressed at higher levels in EC tissues compared with in normal tissues, and may act as a protective factor in EC. In conclusion, ZAP70 interaction with 13 mRNAs may affect the immune status of patients with EC and may be a potential target for immunotherapy.
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Affiliation(s)
- Yuming Zhang
- Department of Reproductive Medicine, General Hospital of Northern Theater Command, Shenyang, Liaoning 110016, P.R. China
| | - Hai'ou Lu
- Department of Reproductive Medicine, General Hospital of Northern Theater Command, Shenyang, Liaoning 110016, P.R. China
| | - Yuexin Yu
- Department of Reproductive Medicine, General Hospital of Northern Theater Command, Shenyang, Liaoning 110016, P.R. China
- Correspondence to: Professor Yuexin Yu, Department of Reproductive Medicine, General Hospital of Northern Theater Command, 83 Wenhua Road, Shenyang, Liaoning 110016, P.R. China, E-mail:
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Zhao Y, Li M, Yang Y, Wu T, Huang Q, Wu Q, Ren C. Identification of Macrophage Polarization-Related Genes as Biomarkers of Chronic Obstructive Pulmonary Disease Based on Bioinformatics Analyses. BIOMED RESEARCH INTERNATIONAL 2021; 2021:9921012. [PMID: 34250093 PMCID: PMC8238569 DOI: 10.1155/2021/9921012] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/31/2021] [Accepted: 06/04/2021] [Indexed: 12/15/2022]
Abstract
OBJECTIVES Chronic obstructive pulmonary disease (COPD) is characterized by lung inflammation and remodeling. Macrophage polarization is associated with inflammation and tissue remodeling, as well as immunity. Therefore, this study attempts to investigate the diagnostic value and regulatory mechanism of macrophage polarization-related genes for COPD by bioinformatics analysis and to provide a new theoretical basis for experimental research. METHODS The raw gene expression profile dataset (GSE124180) was collected from the Gene Expression Omnibus (GEO) database. Next, a weighted gene coexpression network analysis (WGCNA) was conducted to screen macrophage polarization-related genes. The differentially expressed genes (DEGs) between the COPD and normal samples were generated using DESeq2 v3.11 and overlapped with the macrophage polarization-related genes. Moreover, functional annotations of overlapped genes were conducted by Database for Annotation, Visualization and Integrated Discovery (DAVID) Bioinformatics Resource. The immune-related genes were selected, and their correlation with the differential immune cells was analyzed by Pearson. Finally, receiver operating characteristic (ROC) curves were used to verify the diagnostic value of genes. RESULTS A total of 4922 coexpressed genes related to macrophage polarization were overlapped with the 203 DEGs between the COPD and normal samples, obtaining 25 genes related to COPD and macrophage polarization. GEM, S100B, and GZMA of them participated in the immune response, which were considered the candidate biomarkers. GEM and S100B were significantly correlated with marker genes of B cells which had a significant difference between the COPD and normal samples. Moreover, GEM was highly associated with the genes in the PI3K/Akt/GSK3β signaling pathway, regulation of actin cytoskeleton, and calcium signaling pathway based on a Pearson correlation analysis of the candidate genes and the genes in the B cell receptor signaling pathway. PPI network analysis also indicated that GEM might participate in the regulation of the PI3K/Akt/GSK3β signaling pathway. The ROC curve showed that GEM possessed an excellent accuracy in distinguishing COPD from normal samples. CONCLUSIONS The data provide a transcriptome-based evidence that GEM is related to COPD and macrophage polarization likely contributes to COPD diagnosis. At the same time, it is hoped that in-depth functional mining can provide new ideas for exploring the COPD pathogenesis.
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Affiliation(s)
- Yalin Zhao
- Respiratory and Critical Care Medicine, Kunming First People's Hospital, Kunming, Yunnan Province, China
| | - Meihua Li
- Respiratory and Critical Care Medicine, Kunming First People's Hospital, Kunming, Yunnan Province, China
| | - Yanxia Yang
- Respiratory and Critical Care Medicine, Kunming First People's Hospital, Kunming, Yunnan Province, China
| | - Tao Wu
- Respiratory and Critical Care Medicine, Kunming First People's Hospital, Kunming, Yunnan Province, China
| | - Qingyuan Huang
- Respiratory and Critical Care Medicine, Kunming First People's Hospital, Kunming, Yunnan Province, China
| | - Qinghua Wu
- Respiratory and Critical Care Medicine, Kunming First People's Hospital, Kunming, Yunnan Province, China
| | - Chaofeng Ren
- Respiratory and Critical Care Medicine, Kunming First People's Hospital, Kunming, Yunnan Province, China
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3
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Long J, Zhang S, Zeng X, Ouyang Y, Wang Y, Hu Z, Ye Y, Wu W, Jin F, Zhou S, Zeng Z. Development of an Immunogenomic Landscape-Based Prognostic Index of Head and Neck Squamous Cell Carcinoma. Front Mol Biosci 2020; 7:586344. [PMID: 33330624 PMCID: PMC7732611 DOI: 10.3389/fmolb.2020.586344] [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: 08/13/2020] [Accepted: 10/13/2020] [Indexed: 12/11/2022] Open
Abstract
Head and neck squamous cell carcinoma (HNSCC) is the eighth leading cancer by incidence worldwide, with approximately 700,000 new cases in 2018 (accounting for 11% of all cancers). The occurrence and development of tumors are closely related to the immunological function of the body and sensitivity to treatment schemes as well as prognosis. It is urgent for clinicians to systematically study patients’ immune gene maps to help select a treatment plan and analyze the potential to cure HNSCC. Here, the transcriptomic data of HNSCC samples were downloaded from The Cancer Genome Atlas (TCGA), and 4,793 genes differentially expressed in normal and cancer tissues of HNSCC were identified, including 1,182 downregulated and 3,611 upregulated genes. From these genes, 400 differentially expressed immune-related genes (IRGs) were extracted, including 95 downregulated genes and 305 upregulated genes. The prognostic values of IRGs were evaluated by univariate Cox analysis, and 236 genes that were significantly related to the overall survival (OS) of patients were identified. The signaling pathways that play roles in the prognosis of IRGs were investigated by Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) analyses, and the expression profiles of IRGs and OS in 499 HNSCC patients based on TCGA dataset were integrated. Potential molecular mechanisms and characteristics of these HNSCC-specific IRGs were further explored with the help of a new prognostic index based on IRGs developed by least absolute shrinkage and selection operator (LASSO) Cox analysis. A total of 64 hub genes (IRGs associated with prognosis) were markedly associated with the clinical outcome of HNSCC patients. KEGG functional enrichment analysis revealed that these genes were actively involved in several pathways, e.g., cytokine–cytokine receptor interaction, T-cell receptor signaling, and natural killer cell-mediated cytotoxicity. IRG-based prognostic signatures performed moderately in prognostic predictions. Interestingly, the prognostic index based on IRGs reflected infiltration by several types of immune cells. These data screened several IRGs of clinical significance and revealed drivers of the immune repertoire, demonstrating the importance of a personalized IRG-based immune signature in the recognition, surveillance, and prognosis of HNSCC.
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Affiliation(s)
- Jinhua Long
- School of Basic Medical Sciences, Guizhou Medical University, Guiyang, China.,School of Biology and Engineering, Guizhou Medical University, Guiyang, China.,Key Laboratory of Infectious Immune and Antibody Engineering in Guizhou Province, Guizhou Medical University, Guiyang, China.,Department of Head and Neck Oncology, The Affiliated Hospital of Guizhou Medical University, Guiyang, China
| | - Shichao Zhang
- School of Basic Medical Sciences, Guizhou Medical University, Guiyang, China.,School of Biology and Engineering, Guizhou Medical University, Guiyang, China.,Key Laboratory of Infectious Immune and Antibody Engineering in Guizhou Province, Guizhou Medical University, Guiyang, China.,Key Laboratory of Biology and Medical Engineering, Immune Cells and Antibody Engineering Research Center of Guizhou Province, School of Biology and Engineering, Guizhou Medical University, Guiyang, China
| | - Xianlin Zeng
- School of Basic Medical Sciences, Guizhou Medical University, Guiyang, China.,School of Biology and Engineering, Guizhou Medical University, Guiyang, China.,Key Laboratory of Infectious Immune and Antibody Engineering in Guizhou Province, Guizhou Medical University, Guiyang, China.,Key Laboratory of Biology and Medical Engineering, Immune Cells and Antibody Engineering Research Center of Guizhou Province, School of Biology and Engineering, Guizhou Medical University, Guiyang, China
| | - Yan Ouyang
- School of Basic Medical Sciences, Guizhou Medical University, Guiyang, China.,School of Biology and Engineering, Guizhou Medical University, Guiyang, China
| | - Yun Wang
- School of Basic Medical Sciences, Guizhou Medical University, Guiyang, China.,School of Biology and Engineering, Guizhou Medical University, Guiyang, China.,Key Laboratory of Infectious Immune and Antibody Engineering in Guizhou Province, Guizhou Medical University, Guiyang, China.,Key Laboratory of Biology and Medical Engineering, Immune Cells and Antibody Engineering Research Center of Guizhou Province, School of Biology and Engineering, Guizhou Medical University, Guiyang, China
| | - Zuquan Hu
- School of Basic Medical Sciences, Guizhou Medical University, Guiyang, China.,School of Biology and Engineering, Guizhou Medical University, Guiyang, China.,Key Laboratory of Infectious Immune and Antibody Engineering in Guizhou Province, Guizhou Medical University, Guiyang, China.,Key Laboratory of Biology and Medical Engineering, Immune Cells and Antibody Engineering Research Center of Guizhou Province, School of Biology and Engineering, Guizhou Medical University, Guiyang, China
| | - Yuannong Ye
- School of Basic Medical Sciences, Guizhou Medical University, Guiyang, China.,School of Biology and Engineering, Guizhou Medical University, Guiyang, China.,Key Laboratory of Infectious Immune and Antibody Engineering in Guizhou Province, Guizhou Medical University, Guiyang, China
| | - Weili Wu
- Department of Head and Neck Oncology, The Affiliated Hospital of Guizhou Medical University, Guiyang, China
| | - Feng Jin
- Department of Head and Neck Oncology, The Affiliated Hospital of Guizhou Medical University, Guiyang, China
| | - Shi Zhou
- Department of Intervention, The Affiliated Hospital of Guizhou Medical University, Guiyang, China
| | - Zhu Zeng
- School of Basic Medical Sciences, Guizhou Medical University, Guiyang, China.,School of Biology and Engineering, Guizhou Medical University, Guiyang, China.,Key Laboratory of Infectious Immune and Antibody Engineering in Guizhou Province, Guizhou Medical University, Guiyang, China.,Key Laboratory of Environmental Pollution Monitoring and Disease Control, Ministry of Education, Guizhou Medical University, Guiyang, China
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Kholodnyuk I, Rivkina A, Hippe L, Svirskis S, Kozireva S, Ventina I, Spaka I, Soloveichika M, Pavlova J, Murovska M, Lejniece S. Chemokine Receptors CCR1 and CCR2 on Peripheral Blood Mononuclear Cells of Newly Diagnosed Patients with the CD38-Positive Chronic Lymphocytic Leukemia. J Clin Med 2020; 9:E2312. [PMID: 32708233 PMCID: PMC7408836 DOI: 10.3390/jcm9072312] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2020] [Revised: 07/08/2020] [Accepted: 07/17/2020] [Indexed: 01/29/2023] Open
Abstract
Chemokines and their receptors direct migration and infiltration of immune cells. CCR1 and CCR2 maintain sequence similarity and respond to a number of the same chemokines secreted in lymphoid organs. Expression of CD38 on leukemic cells has been associated with poor clinical outcomes in patients with chronic lymphocytic leukemia (CLL) and is considered as the negative predictor of progression. In our study of newly diagnosed CLL patients, which included 39 CD38-positive and 22 CD38-negative patients, CCR1 and/or CCR2 were always detected, using flow cytometry, on the peripheral blood (PB) CD19+CD5+ lymphocytes in patients with >30% of the CD38+ CD19+CD5+ lymphocytes (n = 16). Spearman's rank correlation analysis determined correlations between the frequency of the CCR1- and CCR2-expressing PB CD19+CD5+ lymphocytes and the frequency of the CD38-positive CD19+CD5+ lymphocytes (rs = 0.50 and rs = 0.38, respectively). No significant correlations were observed between ZAP70 mRNA expression levels in PB mononuclear cells and the frequency of the circulating CCR1+ or CCR2+ CD19+CD5+ lymphocytes. Further association studies are needed to verify prognostic relevance of the CCR1/CCR2 expression on leukemic cells in CLL patients at diagnosis. We suggest that CCR1/CCR2 signaling pathways could represent attractive targets for development of CLL anti-progression therapeutics.
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Affiliation(s)
- Irina Kholodnyuk
- Institute of Microbiology and Virology, Riga Stradins University, Riga LV-1067, Latvia; (L.H.); (S.S.); (S.K.); (I.V.); (I.S.); (J.P.); (M.M.)
| | - Alla Rivkina
- Department of Internal Diseases, Riga Stradins University, Riga LV-1038, Latvia; (A.R.); (S.L.)
- Riga East University Hospital, Clinic of Chemotherapy and Hematology, Riga LV-1038, Latvia;
| | - Laura Hippe
- Institute of Microbiology and Virology, Riga Stradins University, Riga LV-1067, Latvia; (L.H.); (S.S.); (S.K.); (I.V.); (I.S.); (J.P.); (M.M.)
| | - Simons Svirskis
- Institute of Microbiology and Virology, Riga Stradins University, Riga LV-1067, Latvia; (L.H.); (S.S.); (S.K.); (I.V.); (I.S.); (J.P.); (M.M.)
| | - Svetlana Kozireva
- Institute of Microbiology and Virology, Riga Stradins University, Riga LV-1067, Latvia; (L.H.); (S.S.); (S.K.); (I.V.); (I.S.); (J.P.); (M.M.)
| | - Ildze Ventina
- Institute of Microbiology and Virology, Riga Stradins University, Riga LV-1067, Latvia; (L.H.); (S.S.); (S.K.); (I.V.); (I.S.); (J.P.); (M.M.)
| | - Irina Spaka
- Institute of Microbiology and Virology, Riga Stradins University, Riga LV-1067, Latvia; (L.H.); (S.S.); (S.K.); (I.V.); (I.S.); (J.P.); (M.M.)
| | - Marina Soloveichika
- Riga East University Hospital, Clinic of Chemotherapy and Hematology, Riga LV-1038, Latvia;
| | - Jelena Pavlova
- Institute of Microbiology and Virology, Riga Stradins University, Riga LV-1067, Latvia; (L.H.); (S.S.); (S.K.); (I.V.); (I.S.); (J.P.); (M.M.)
| | - Modra Murovska
- Institute of Microbiology and Virology, Riga Stradins University, Riga LV-1067, Latvia; (L.H.); (S.S.); (S.K.); (I.V.); (I.S.); (J.P.); (M.M.)
| | - Sandra Lejniece
- Department of Internal Diseases, Riga Stradins University, Riga LV-1038, Latvia; (A.R.); (S.L.)
- Riga East University Hospital, Clinic of Chemotherapy and Hematology, Riga LV-1038, Latvia;
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Majewska M, Lipka A, Paukszto L, Jastrzebski JP, Szeszko K, Gowkielewicz M, Lepiarczyk E, Jozwik M, Majewski MK. Placenta Transcriptome Profiling in Intrauterine Growth Restriction (IUGR). Int J Mol Sci 2019; 20:E1510. [PMID: 30917529 PMCID: PMC6471577 DOI: 10.3390/ijms20061510] [Citation(s) in RCA: 41] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2019] [Revised: 03/22/2019] [Accepted: 03/24/2019] [Indexed: 12/14/2022] Open
Abstract
Intrauterine growth restriction (IUGR) is a serious pathological complication associated with compromised fetal development during pregnancy. The aim of the study was to broaden knowledge about the transcriptomic complexity of the human placenta by identifying genes potentially involved in IUGR pathophysiology. RNA-Seq data were used to profile protein-coding genes, detect alternative splicing events (AS), single nucleotide variant (SNV) calling, and RNA editing sites prediction in IUGR-affected placental transcriptome. The applied methodology enabled detection of 37,501 transcriptionally active regions and the selection of 28 differentially-expressed genes (DEGs), among them 10 were upregulated and 18 downregulated in IUGR-affected placentas. Functional enrichment annotation indicated that most of the DEGs were implicated in the processes of inflammation and immune disorders related to IUGR and preeclampsia. Additionally, we revealed that some genes (S100A13, GPR126, CTRP1, and TFPI) involved in the alternation of splicing events were mainly implicated in angiogenic-related processes. Significant SNVs were overlapped with 6533 transcripts and assigned to 2386 coding sequence (CDS), 1528 introns, 345 5' untranslated region (UTR), 1260 3'UTR, 918 non-coding RNA (ncRNA), and 10 intergenic regions. Within CDS regions, 543 missense substitutions with functional effects were recognized. Two known mutations (rs4575, synonymous; rs3817, on the downstream region) were detected within the range of AS and DEG candidates: PA28β and PINLYP, respectively. Novel genes that are dysregulated in IUGR were detected in the current research. Investigating genes underlying the IUGR is crucial for identification of mechanisms regulating placental development during a complicated pregnancy.
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Affiliation(s)
- Marta Majewska
- Department of Human Physiology, School of Medicine, Collegium Medicum, University of Warmia and Mazury in Olsztyn, Warszawska Str 30, 10-082 Olsztyn, Poland.
| | - Aleksandra Lipka
- Department of Gynecology and Obstetrics, School of Medicine, Collegium Medicum, University of Warmia and Mazury in Olsztyn, Niepodleglosci Str 44, 10-045 Olsztyn, Poland.
| | - Lukasz Paukszto
- Department of Plant Physiology, Genetics and Biotechnology, Faculty of Biology and Biotechnology, University of Warmia and Mazury in Olsztyn, Oczapowskiego Str 1A, 10-719 Olsztyn-Kortowo, Poland.
| | - Jan Pawel Jastrzebski
- Department of Plant Physiology, Genetics and Biotechnology, Faculty of Biology and Biotechnology, University of Warmia and Mazury in Olsztyn, Oczapowskiego Str 1A, 10-719 Olsztyn-Kortowo, Poland.
| | - Karol Szeszko
- Department of Animal Anatomy and Physiology, Faculty of Biology and Biotechnology, University of Warmia and Mazury in Olsztyn, Oczapowskiego Str 1A, 10-719 Olsztyn-Kortowo, Poland.
| | - Marek Gowkielewicz
- Department of Gynecology and Obstetrics, School of Medicine, Collegium Medicum, University of Warmia and Mazury in Olsztyn, Niepodleglosci Str 44, 10-045 Olsztyn, Poland.
| | - Ewa Lepiarczyk
- Department of Human Physiology, School of Medicine, Collegium Medicum, University of Warmia and Mazury in Olsztyn, Warszawska Str 30, 10-082 Olsztyn, Poland.
| | - Marcin Jozwik
- Department of Gynecology and Obstetrics, School of Medicine, Collegium Medicum, University of Warmia and Mazury in Olsztyn, Niepodleglosci Str 44, 10-045 Olsztyn, Poland.
| | - Mariusz Krzysztof Majewski
- Department of Human Physiology, School of Medicine, Collegium Medicum, University of Warmia and Mazury in Olsztyn, Warszawska Str 30, 10-082 Olsztyn, Poland.
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Gladkikh AA, Potashnikova DM, Tatarskiy V, Yastrebova M, Khamidullina A, Barteneva N, Vorobjev I. Comparison of the mRNA expression profile of B-cell receptor components in normal CD5-high B-lymphocytes and chronic lymphocytic leukemia: a key role of ZAP70. Cancer Med 2017; 6:2984-2997. [PMID: 29125235 PMCID: PMC5727315 DOI: 10.1002/cam4.1257] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2017] [Revised: 09/22/2017] [Accepted: 10/15/2017] [Indexed: 01/15/2023] Open
Abstract
The B‐cell receptor (BCR) signaling pathway is of great importance for B‐cell survival and proliferation. The BCR expressed on malignant B‐CLL cells contributes to the disease pathogenesis, and its signaling pathway is currently the target of several therapeutic strategies. Although various BCR alterations have been described in B‐CLL at the protein level, the mRNA expression levels of tyrosine kinases in B‐CLL compared to that in normal CD5‐high and CD5‐low B‐lymphocytes remain unknown. In the current study, we measured the mRNA expression levels of CD79A, CD79B, LYN, SYK, SHP1, and ZAP70 in purified populations of CD5‐high B‐CLL cells, CD5‐low B‐cells from the peripheral blood of healthy donors, and CD5‐high B‐cells from human tonsils. Here, we report a clear separation in the B‐CLL dataset between the ZAP70‐high and ZAP70‐low subgroups. Each subgroup has a unique expression profile of BCR signaling components that might reflect the functional status of the BCR signaling pathway. Moreover, the ZAP70‐low subgroup does not resemble either CD5‐high B‐lymphocytes from the tonsils or CD5‐low lymphocytes from PBMC (P < 0.05). We also show that ZAP70 is the only gene that is differentially expressed in CD5‐high and CD5‐low normal B‐lymphocytes, confirming the key role of Zap‐70 tyrosine kinase in BCR signaling alterations in B‐CLL.
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Affiliation(s)
- Aleena A Gladkikh
- Biological Department, M.V. Lomonosov Moscow State University, Moscow, Russia
| | | | | | - Margarita Yastrebova
- Biological Department, M.V. Lomonosov Moscow State University, Moscow, Russia.,N.N. Blokhin Russian Cancer Research Center, Moscow, Russia
| | - Alvina Khamidullina
- Biological Department, M.V. Lomonosov Moscow State University, Moscow, Russia.,N.N. Blokhin Russian Cancer Research Center, Moscow, Russia
| | - Natasha Barteneva
- Department of Pediatrics Harvard Medical School, Boston, Massachusetts
| | - Ivan Vorobjev
- Biological Department, M.V. Lomonosov Moscow State University, Moscow, Russia.,Department of Biology, School of Science and Technology, Nazarbayev University, Astana, Kazakhstan.,A.N. Belozersky Institute of Physico-Chemical Biology, M.V. Lomonosov Moscow State University, Moscow, Russia
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