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Kour S, Biswas I, Sheoran S, Arora S, Singh A, Prabhu D, Pawar SC, Perugu S, Vuree S. Betulin: a novel triterpenoid anti-cancerous agent targeting cervical cancer through epigenetic proteins. Mol Divers 2025; 29:1507-1524. [PMID: 39014147 DOI: 10.1007/s11030-024-10930-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/01/2024] [Accepted: 07/06/2024] [Indexed: 07/18/2024]
Abstract
Worldwide, cervical cancer (CCa) is a major killer of women. As the conventional drugs used to treat cervical cancer are expensive and expose severe side effects, there is a growing demand to search for novel modifications. Therefore, in the current investigation employing a bioinformatic approach, we explored triterpenoids for their anti-cancer efficacy by targeting cervical cancer epigenetic proteins, namely DNMT3A, HDAC4, and KMT2C. The study utilized molecular docking, ADMET assay, Molecular Dynamic simulation, and DFT calculation to unveil Betulin (BE) as the potential lead compound. Comparative analysis with that standard drug indicated that BE has a better glide score with the target protein KM2TC (- 9.893 kcal/mol), HDAC4 (- 9.720 kcal/mol), and DNMT3A (- 7.811 kcal/mol), which depicts that BE could be a potent inhibitor of these three epigenetic proteins and exhibits favorable pharmacokinetic, pharmacodynamics and toxicity properties. Molecular Dynamics simulation revealed noteworthy structural stability and compactness. DFT analysis revealed higher molecular activity of BE and showed the most increased kinetic stability (δE = 0.254647 eV). Further, we employed In vitro analysis through MTT assay and found that BE has IC50 of 15 µg/ml. In conclusion, BE can potentially treat CCa upon further investigations using in vivo models for better understanding.
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Affiliation(s)
- Satbir Kour
- School of Bioengineering and Biosciences, Lovely Professional University, Jalandhar, Punjab, India
| | - Indrani Biswas
- Mahatma Gandhi Medical Advanced Research Institute, Sri Balaji Vidyapeeth (Deemed-to-Be University), Puducherry, India
| | - Sumit Sheoran
- School of Bioengineering and Biosciences, Lovely Professional University, Jalandhar, Punjab, India
| | - Swati Arora
- School of Bioengineering and Biosciences, Lovely Professional University, Jalandhar, Punjab, India
| | - Anjuvan Singh
- School of Bioengineering and Biosciences, Lovely Professional University, Jalandhar, Punjab, India
| | - Dhamodharan Prabhu
- Centre for Drug Discovery, Department of Biotechnology, Karpagam Academy of Higher Education, Coimbatore, 641021, India
| | - Smita C Pawar
- Department of Genetics and Biotechnology, Osmania University, Hyderabad, India
| | - Shyam Perugu
- Department of Biotechnology, NIT Warangal, Hyderabad, India
| | - Sugunakar Vuree
- Department of Biotechnology, Vignan's Foundation for Science, Technology & Research, Vadlamudi, Guntur, 522213, India.
- Virchow Biotech Pvt Ltd, Manufacturing and R&D Facilities, Survey No.172 Part, Gagillapur, Hyderabad, 500 043, India.
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2
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Zhang X, Bao L, Sun M, Chen J. DNA Methyltransferases 1-Regulated Methylation of Protein Kinase C Zeta Influences Its Expression in Breast Cancer Cells. J Breast Cancer 2025; 28:72-85. [PMID: 40133985 PMCID: PMC12046352 DOI: 10.4048/jbc.2024.0201] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2024] [Revised: 12/14/2024] [Accepted: 01/30/2025] [Indexed: 03/27/2025] Open
Abstract
PURPOSE Breast cancer (BC) is a predominant malignancy globally, surpassing lung cancer in terms of diagnostic frequency, with an escalating incidence rate in recent decades. Recent studies have investigated the role of protein kinase C zeta (PRKCZ) in diverse cellular processes in cancer biology. In this study, we evaluated the association between PRKCZ and deleterious outcomes in BC and elucidated the mechanisms underlying its expression in breast carcinoma. METHODS The correlation between PRKCZ and survival rates of patients with BC was investigated using The Cancer Genome Atlas database. The methylation status of the PRKCZ promoter was analyzed using the UALCAN database. Furthermore, we investigated the mechanisms underlying PRKCZ inactivation in BC by treatment with transferase inhibitors, methylation-specific polymerase chain reaction (PCR) analysis, western blotting, and luciferase reporter gene assays. The degree of methylation and expression levels of PRKCZ, as regulated by DNA methyltransferase 1 (DNMT1), were quantified using quantitative PCR and western blotting. RESULTS Our analysis revealed that decreased expression of PRKCZ in BC was significantly correlated with poor clinical prognosis. Furthermore, we observed that hypermethylation of the PRKCZ promoter contributed to its reduced expression in BC. Notably, DNMT1 has been identified as a critical regulator of PRKCZ methylation. CONCLUSION Our findings elucidate the tumor-suppressive function of PRKCZ and provide insights into the molecular mechanisms underlying its downregulation in BC.
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Affiliation(s)
- Xixun Zhang
- Department of Oncology, The First Affiliated Hospital of Shantou University Medical College, Shantou, China.
| | - Lianglan Bao
- Department of Oncology, The First Affiliated Hospital of Shantou University Medical College, Shantou, China
| | - Mengya Sun
- Department of Oncology, The First Affiliated Hospital of Shantou University Medical College, Shantou, China
| | - Jinbin Chen
- Department of Oncology, The First Affiliated Hospital of Shantou University Medical College, Shantou, China
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Qureshi Z, Altaf F, Jamil A, Siddique R. Unlocking the Mysteries of Breast Cancer: The Role of Epigenetics in Diagnosis, Treatment, and Beyond. Am J Clin Oncol 2025:00000421-990000000-00264. [PMID: 40025834 DOI: 10.1097/coc.0000000000001177] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/04/2025]
Abstract
OBJECTIVES Breast cancer is an intricate and varied disease exhibiting a range of molecular subgroups and clinical consequences. Epigenetic alterations have become essential players in the pathophysiology of breast cancer because they control gene expression without changing the DNA sequence. This review provides a comprehensive overview of epigenetics' diagnostic, prognostic, and therapeutic implications in breast cancer. This review aims to present a comprehensive study of the function of epigenetics in breast cancer, emphasizing current developments and potential avenues for future research. METHODS A narrative review methodology involved an extensive literature search and selection to gather relevant studies and trial data. PubMed, Embase, and Web of Science databases were searched using relevant keywords such as "epigenetics," "breast cancer," "DNA methylation," "histone modification," "noncoding RNA," and "linical trials." Relevant studies and clinical trial data were selected and synthesized to summarize the topic comprehensively. RESULTS The review synthesizes critical findings from current research, underscoring the pivotal role of epigenetic mechanisms in breast cancer initiation, progression, and therapeutic response. It highlights the potential of epigenetic biomarkers for diagnosis and prognosis and the promise of epigenetic-targeted therapies in breast cancer management. Furthermore, the review outlines future directions for research, emphasizing the importance of elucidating the dynamic interplay between epigenetic alterations and tumor microenvironments in shaping breast cancer phenotypes. CONCLUSIONS Epigenetic modifications influence breast cancer progression, diagnosis, and therapy. Emerging biomarkers and targeted treatments hold promise, but further research is essential to refine their clinical application and improve personalized cancer management strategies.
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Affiliation(s)
- Zaheer Qureshi
- The Frank H. Netter M.D. School of Medicine at Quinnipiac University, Bridgeport, CT
| | - Faryal Altaf
- Department of Internal Medicine, Icahn School of Medicine at Mount Sinai/BronxCare Health System, Mount Sinai
| | - Abdur Jamil
- Department of Medicine, Samaritan Medical Centre
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4
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Lavi I, Bhattacharya S, Awase A, Orgil O, Avital N, Journo G, Gurevich V, Shamay M. Unidirectional recruitment between MeCP2 and KSHV-encoded LANA revealed by CRISPR/Cas9 recruitment assay. PLoS Pathog 2025; 21:e1012972. [PMID: 40063648 PMCID: PMC11913271 DOI: 10.1371/journal.ppat.1012972] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2023] [Revised: 03/17/2025] [Accepted: 02/11/2025] [Indexed: 03/18/2025] Open
Abstract
Kaposi's sarcoma-associated herpesvirus (KSHV, HHV-8) is associated with several human malignancies. During latency, the viral genomes reside in the nucleus of infected cells as large non-integrated plasmids, known as episomes. To ensure episome maintenance, the latency protein LANA tethers the viral episomes to the cell chromosomes during cell division. Directional recruitment of protein complexes is critical for the proper function of many nuclear processes. To test for recruitment directionality between LANA and cellular proteins, we directed LANA via catalytically inactive Cas9 (dCas9) to a repeat sequence to obtain easily detectable dots. Then, the recruitment of nuclear proteins to these dots can be evaluated. We termed this assay CRISPR-PITA for Protein Interaction and Telomere Recruitment Assay. Using this protein recruitment assay, we found that LANA recruits its known interactors ORC2 and SIN3A. Interestingly, LANA was unable to recruit MeCP2, but MeCP2 recruited LANA. Both LANA and histone deacetylase 1 (HDAC1) interact with the transcriptional-repression domain (TRD) and the methyl-CpG-binding domain (MBD) of MeCP2. Similar to LANA, HDAC1 was unable to recruit MeCP2. While heterochromatin protein 1 (HP1), which interacts with the N-terminal of MeCP2, can recruit MeCP2. We propose that available interacting domains force this recruitment directionality. We hypothesized that the tandem repeats in the SunTag may force MeCP2 dimerization and mimic the form of DNA-bound MeCP2. Indeed, providing only the tandem epitopes of SunTag allows LANA to recruit MeCP2 in infected cells. Therefore, CRISPR-PITA revealed the rules of unidirectional recruitment and allowed us to break this directionality.
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Affiliation(s)
- Ido Lavi
- Daniella Lee Casper Laboratory in Viral Oncology, Azrieli Faculty of Medicine, Bar-Ilan University, Safed, Israel
| | - Supriya Bhattacharya
- Daniella Lee Casper Laboratory in Viral Oncology, Azrieli Faculty of Medicine, Bar-Ilan University, Safed, Israel
| | - Ankita Awase
- Daniella Lee Casper Laboratory in Viral Oncology, Azrieli Faculty of Medicine, Bar-Ilan University, Safed, Israel
| | - Ola Orgil
- Daniella Lee Casper Laboratory in Viral Oncology, Azrieli Faculty of Medicine, Bar-Ilan University, Safed, Israel
| | - Nir Avital
- Daniella Lee Casper Laboratory in Viral Oncology, Azrieli Faculty of Medicine, Bar-Ilan University, Safed, Israel
| | - Guy Journo
- Daniella Lee Casper Laboratory in Viral Oncology, Azrieli Faculty of Medicine, Bar-Ilan University, Safed, Israel
| | - Vyacheslav Gurevich
- Daniella Lee Casper Laboratory in Viral Oncology, Azrieli Faculty of Medicine, Bar-Ilan University, Safed, Israel
| | - Meir Shamay
- Daniella Lee Casper Laboratory in Viral Oncology, Azrieli Faculty of Medicine, Bar-Ilan University, Safed, Israel
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Gupta S, Hui SP. Epigenetic Cross-Talk Between Sirt1 and Dnmt1 Promotes Axonal Regeneration After Spinal Cord Injury in Zebrafish. Mol Neurobiol 2025; 62:2396-2419. [PMID: 39110393 DOI: 10.1007/s12035-024-04408-w] [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: 04/24/2024] [Accepted: 07/28/2024] [Indexed: 01/28/2025]
Abstract
Though spinal cord injury (SCI) causes irreversible sensory and motor impairments in human, adult zebrafish retain the potent regenerative capacity by injury-induced proliferation of central nervous system (CNS)-resident progenitor cells to develop new functional neurons at the lesion site. The hallmark of SCI in zebrafish lies in a series of changes in the epigenetic landscape, specifically DNA methylation and histone modifications. Decoding the post-SCI epigenetic modifications is therefore critical for the development of therapeutic remedies that boost SCI recovery process. Here, we have studied on Sirtuin1 (Sirt1), a non-classical histone deacetylase that potentially plays a critical role in neural progenitor cells (NPC) proliferation and axonal regrowth following SCI in zebrafish. We investigated the role of Sirt1 in NPC proliferation and axonal regrowth in response to injury in the regenerating spinal cord and found that Sirt1 is involved in the induction of NPC proliferation along with glial bridging during spinal cord regeneration. We also demonstrate that Sirt1 plays a pivotal role in regulating the HIPPO pathway through deacetylation-mediated inactivation of Dnmt1 and subsequent hypomethylation of yap1 promoter, leading to the induction of ctgfa expression, which drives the NPC proliferation and axonal regrowth to complete the regenerative process. In conclusion, our study reveals a novel cross-talk between two important epigenetic effectors, Sirt1 and Dnmt1, in the context of spinal cord regeneration, establishing a previously undisclosed relation between Sirt1 and Yap1 which provides a deeper understanding of the underlying mechanisms governing injury-induced NPC proliferation and axonal regrowth. Therefore, we have identified Sirt1 as a novel, major epigenetic regulator of spinal cord regeneration by modulating the HIPPO pathway in zebrafish.
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Affiliation(s)
- Samudra Gupta
- S. N. Pradhan Centre for Neurosciences, University of Calcutta, 35, Ballygunge Circular Road, Kolkata, 700019, India
| | - Subhra Prakash Hui
- S. N. Pradhan Centre for Neurosciences, University of Calcutta, 35, Ballygunge Circular Road, Kolkata, 700019, India.
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AlAmeer A, Sultan S. Global DNA Methylation and DNA Methyltransferase Status Among Cigarette Smokers in Saudi. Life (Basel) 2025; 15:171. [PMID: 40003580 PMCID: PMC11856740 DOI: 10.3390/life15020171] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2024] [Accepted: 01/21/2025] [Indexed: 02/27/2025] Open
Abstract
Smoking is a serious public health concern worldwide. It is a common environmental factor causing epigenetic alterations. This study aimed to explore the effect of smoking on DNA methylation by quantifying global DNA methylation, measuring the concentrations of plasma DNA methyltransferases (DNMT1, DNMT3A, and DNMT3B) among cigarette smokers in Saudi, and comparing these results with those of nonsmokers. Whole blood specimens were collected from Saudi cigarette smokers (n = 36) and non-smokers as controls (n = 36). Global DNA alteration was determined by a 5-methylation Cytosine (5-mC) colorimetric assay, and the concentration of DNMT proteins was measured by enzyme-linked immunosorbent assay (ELISA). DNA hypomethylation was found in smokers compared with controls (p < 0.001). Cigarette smokers showed significantly increased DNMT concentrations (DNM-1, DNMT-3A, and DNMT-3B) (p < 0.005). Global DNA hypomethylation correlated significantly with smoking duration (r = -0.854, p = 0.040) but not with other clinical parameters. In addition, DNMTs also were significantly correlated with smoking duration DNMT1 (r = 0.033, p = 0.002), DNMT3A (r = 0.431, p < 0.001), and DNMT3B (r = 0.553, p = 0.015). Our findings suggest that cigarette smoke induces epigenetic dysregulation, a principal player in cancer and various diseases through global DNA hypomethylation and high concentrations of DNMTs among cigarette smokers compared with nonsmokers.
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Affiliation(s)
- Areej AlAmeer
- Medical Laboratory Sciences, Faculty of Applied Medical Sciences, King Abdulaziz University, Jeddah 80200, Saudi Arabia;
| | - Samar Sultan
- Medical Laboratory Sciences, Faculty of Applied Medical Sciences, King Abdulaziz University, Jeddah 80200, Saudi Arabia;
- Regenerative Medicine Unit, King Fahad Medical Research Centre, King Abdulaziz University, Jeddah 80200, Saudi Arabia
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Jia X, Tian J, Chen P, Dong J, Li L, Chen D, Zhang J, Liao D, He Z, Luo K. Methylation-modulated PFTK1 regulates gefitinib resistance via Wnt/β-catenin signaling in EGFR mutant non-small-cell lung cancer cells. Commun Biol 2024; 7:1649. [PMID: 39702755 DOI: 10.1038/s42003-024-07339-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2023] [Accepted: 11/29/2024] [Indexed: 12/21/2024] Open
Abstract
Inevitable gefitinib resistance is the biggest bottleneck in current treatment and the mechanisms are not fully understood. Here, we observe that PFTK1 (also named CDK14) is significantly enhanced in NSCLC with gefitinib resistance. And the upregulation of PFTK1 is negatively associated with progression-free survival (PFS) in NSCLC patients who receive gefitinib treatment. Further study suggests that gefitinib can critically accelerate PFTK1 through suppressing its promoter methylation in a DNMT3B-dependent manner. Gain and loss of function assays demonstrate that desregulation of PFTK1 significantly enhances gefitinib resistance in NSCLC. PFTK1 interacts with LRP6 and activates Wnt/β-catenin signaling to attenuate gefitinib-induced cellular apoptosis. Moreover, FMF-04-159-2, a specific covalent inhibitor of PFTK1, can reverse the effect of PFTK1 on gefitinib resistance in vitro and in vivo. Consequently, these findings shed new light on the mechanism underlying gefitinib resistance, and suggest PFTK1 as a target for gefitinib treatment in NSCLC.
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Affiliation(s)
- Xiaoting Jia
- Guangzhou Institute of Cancer Research, the Affiliated Cancer Hospital, Guangzhou Medical University; State Key Laboratory of Respiratory Disease, Guangzhou, Guangdong, China
| | - Jingjie Tian
- Hubei Jianghan Oilfield General Hospital, Qianjiang, Hubei, China
| | - Pingping Chen
- Guangzhou Institute of Cancer Research, the Affiliated Cancer Hospital, Guangzhou Medical University; State Key Laboratory of Respiratory Disease, Guangzhou, Guangdong, China
| | - Jing Dong
- Zhuhai People's Hospital, Zhuhai, Guangdong, China
| | - Lei Li
- Guangzhou Institute of Cancer Research, the Affiliated Cancer Hospital, Guangzhou Medical University; State Key Laboratory of Respiratory Disease, Guangzhou, Guangdong, China
| | - Danyang Chen
- Guangzhou Institute of Cancer Research, the Affiliated Cancer Hospital, Guangzhou Medical University; State Key Laboratory of Respiratory Disease, Guangzhou, Guangdong, China
| | - Jianlei Zhang
- Guangzhou Institute of Cancer Research, the Affiliated Cancer Hospital, Guangzhou Medical University; State Key Laboratory of Respiratory Disease, Guangzhou, Guangdong, China
| | - Dongjiang Liao
- Guangzhou Institute of Cancer Research, the Affiliated Cancer Hospital, Guangzhou Medical University; State Key Laboratory of Respiratory Disease, Guangzhou, Guangdong, China.
| | - Zhimin He
- Guangzhou Institute of Cancer Research, the Affiliated Cancer Hospital, Guangzhou Medical University; State Key Laboratory of Respiratory Disease, Guangzhou, Guangdong, China.
| | - Kai Luo
- Guangzhou Institute of Cancer Research, the Affiliated Cancer Hospital, Guangzhou Medical University; State Key Laboratory of Respiratory Disease, Guangzhou, Guangdong, China.
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Hilman L, Ondičová M, Caffrey A, Clements M, Conway C, Ward M, Pentieva K, Irwin RE, McNulty H, Walsh CP. Cognitive benefits of folic acid supplementation during pregnancy track with epigenetic changes at an imprint regulator. BMC Med 2024; 22:579. [PMID: 39681839 PMCID: PMC11650848 DOI: 10.1186/s12916-024-03804-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/21/2024] [Accepted: 11/29/2024] [Indexed: 12/18/2024] Open
Abstract
BACKGROUND The human ZFP57 gene is a major regulator of imprinted genes, maintaining DNA methylation marks that distinguish parent-of-origin-specific alleles. DNA methylation of the gene itself has shown sensitivity to environmental stimuli, particularly folate status. However, the role of DNA methylation in ZFP57's own regulation has not been fully investigated. METHODS We used samples and data from our previously described randomised controlled trial (RCT) in pregnancy called Folic Acid Supplementation in the Second and Third Trimester (FASSTT), including follow-up of the children at age 11. Biometric and blood biochemistry results were examined for mothers and children. Methylation of ZFP57 was analysed by EPIC arrays, pyrosequencing and clonal analysis, and transcription assessed by PCR-based methods. Functional consequences of altered methylation were examined in cultured cells with mutations or by inhibition of the main DNA methyltransferases. DNA variants were examined using pyrosequencing and Sanger sequencing, with results compared to published studies using bioinformatic approaches. Cognitive outcomes were assessed using the Wechsler Intelligence Scale for Children 4th UK Edition (WISC-IV), with neural activity during language tasks quantified using magnetoencephalography (MEG). RESULTS Here we show that methylation at an alternative upstream promoter of ZFP57 is controlled in part by a quantitative trait locus (QTL). By altering DNA methylation levels, we demonstrate that this in turn controls the expression of the ZFP57 isoforms. Methylation at this region is also sensitive to folate levels, as we have previously shown in this cohort. Fully methylated alleles were associated with poorer performance in the Symbol Search and Cancellation subtests of WISC-IV in the children at age 11 years. There were also differences in neural activity during language tasks, as measured by MEG. Analysis of published genome-wide studies indicated other SNPs in linkage disequilibrium with the mQTL were also associated with neurodevelopmental outcomes. CONCLUSIONS While numbers in the current RCT were small and require further validation in larger cohorts, the results nevertheless suggest a molecular mechanism by which maternal folic acid supplementation during pregnancy may help to counteract the effects of folate depletion and positively influence cognitive development in the offspring.
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Affiliation(s)
- L Hilman
- School of Biomedical Sciences, Biomedical Sciences Research Institute, Ulster University, Coleraine, Northern Ireland, BT52 1SA, UK
| | - M Ondičová
- School of Biomedical Sciences, Biomedical Sciences Research Institute, Ulster University, Coleraine, Northern Ireland, BT52 1SA, UK
- Department of Medical Genetics, Life Sciences Institute, University of British Columbia, Vancouver, BC, V6T 1Z4, Canada
| | - A Caffrey
- Nutrition Innovation Centre for Food and Health (NICHE), School of Biomedical Sciences, Ulster University, Coleraine, Northern Ireland, BT52 1SA, UK
| | - M Clements
- Nutrition Innovation Centre for Food and Health (NICHE), School of Biomedical Sciences, Ulster University, Coleraine, Northern Ireland, BT52 1SA, UK
| | - C Conway
- School of Biomedical Sciences, Biomedical Sciences Research Institute, Ulster University, Coleraine, Northern Ireland, BT52 1SA, UK
| | - M Ward
- Nutrition Innovation Centre for Food and Health (NICHE), School of Biomedical Sciences, Ulster University, Coleraine, Northern Ireland, BT52 1SA, UK
| | - K Pentieva
- Nutrition Innovation Centre for Food and Health (NICHE), School of Biomedical Sciences, Ulster University, Coleraine, Northern Ireland, BT52 1SA, UK
| | - R E Irwin
- School of Biomedical Sciences, Biomedical Sciences Research Institute, Ulster University, Coleraine, Northern Ireland, BT52 1SA, UK
| | - H McNulty
- Nutrition Innovation Centre for Food and Health (NICHE), School of Biomedical Sciences, Ulster University, Coleraine, Northern Ireland, BT52 1SA, UK
| | - C P Walsh
- School of Biomedical Sciences, Biomedical Sciences Research Institute, Ulster University, Coleraine, Northern Ireland, BT52 1SA, UK.
- Department for Cell and Neurobiology, Biomedical and Clinical Sciences Division, Faculty of Medicine, Linköping University, 581 83, Linköping, Sweden.
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Tiedemann R, Hrit J, Du Q, Wiseman A, Eden H, Dickson B, Kong X, Chomiak A, Vaughan R, Tibben B, Hebert J, David Y, Zhou W, Baylin S, Jones P, Clark S, Rothbart S. UHRF1 ubiquitin ligase activity supports the maintenance of low-density CpG methylation. Nucleic Acids Res 2024; 52:13733-13756. [PMID: 39607687 PMCID: PMC11662662 DOI: 10.1093/nar/gkae1105] [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: 03/07/2024] [Revised: 10/04/2024] [Accepted: 10/25/2024] [Indexed: 11/29/2024] Open
Abstract
The RING E3 ubiquitin ligase UHRF1 is an established cofactor for DNA methylation inheritance. The model posits that nucleosomal engagement through histone and DNA interactions directs UHRF1 ubiquitin ligase activity toward lysines on histone H3 tails, creating binding sites for DNMT1 through ubiquitin interacting motifs (UIM1 and UIM2). However, the extent to which DNMT1 relies on ubiquitin signaling through UHRF1 in support of DNA methylation maintenance remains unclear. Here, with integrative epigenomic and biochemical analyses, we reveal that DNA methylation maintenance at low-density cytosine-guanine dinucleotides (CpGs) is particularly vulnerable to disruption of UHRF1 ubiquitin ligase activity and DNMT1 ubiquitin reading activity through UIM1. Hypomethylation of low-density CpGs in this manner induces formation of partially methylated domains (PMDs), a methylation signature observed across human cancers. In contrast, UIM2 disruption completely abolishes the DNA methylation maintenance function of DNMT1 in a CpG density-independent manner. In the context of DNA methylation recovery following acute DNMT1 depletion, we further reveal a 'bookmarking' function for UHRF1 ubiquitin ligase activity in support of DNA re-methylation. Collectively, these studies show that DNMT1-dependent DNA methylation inheritance is a ubiquitin-regulated process that is partially reliant on UHRF1 and suggest a disrupted UHRF1-DNMT1 ubiquitin signaling axis contributes to PMD formation in cancers.
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Affiliation(s)
- Rochelle L Tiedemann
- Department of Epigenetics, Van Andel Institute, 333 Bostwick Ave NE, Grand Rapids, MI 49503, USA
| | - Joel Hrit
- Department of Epigenetics, Van Andel Institute, 333 Bostwick Ave NE, Grand Rapids, MI 49503, USA
| | - Qian Du
- Epigenetics Research Program, Garvan Institute of Medical Research, 384 Victoria St, Darlinghurst, NSW 2010, Australia
| | - Ashley K Wiseman
- Department of Epigenetics, Van Andel Institute, 333 Bostwick Ave NE, Grand Rapids, MI 49503, USA
| | - Hope E Eden
- Department of Epigenetics, Van Andel Institute, 333 Bostwick Ave NE, Grand Rapids, MI 49503, USA
| | - Bradley M Dickson
- Department of Epigenetics, Van Andel Institute, 333 Bostwick Ave NE, Grand Rapids, MI 49503, USA
| | - Xiangqian Kong
- Sidney Kimmel Comprehensive Cancer Center, The Johns Hopkins University School of Medicine, 401 N Broadway, Baltimore, MD, USA
| | - Alison A Chomiak
- Department of Epigenetics, Van Andel Institute, 333 Bostwick Ave NE, Grand Rapids, MI 49503, USA
| | - Robert M Vaughan
- Department of Epigenetics, Van Andel Institute, 333 Bostwick Ave NE, Grand Rapids, MI 49503, USA
| | - Bailey M Tibben
- Department of Epigenetics, Van Andel Institute, 333 Bostwick Ave NE, Grand Rapids, MI 49503, USA
| | - Jakob M Hebert
- Chemical Biology Program, Memorial Sloan Kettering Cancer Center, 1275 York Ave, NY, NY 10065, USA
| | - Yael David
- Chemical Biology Program, Memorial Sloan Kettering Cancer Center, 1275 York Ave, NY, NY 10065, USA
| | - Wanding Zhou
- Center for Computational and Genomic Medicine, Children's Hospital of Philadelphia, 3501 Civic Center Blvd, Philadelphia, PA19104, USA
| | - Stephen B Baylin
- Sidney Kimmel Comprehensive Cancer Center, The Johns Hopkins University School of Medicine, 401 N Broadway, Baltimore, MD, USA
| | - Peter A Jones
- Department of Epigenetics, Van Andel Institute, 333 Bostwick Ave NE, Grand Rapids, MI 49503, USA
| | - Susan J Clark
- Epigenetics Research Program, Garvan Institute of Medical Research, 384 Victoria St, Darlinghurst, NSW 2010, Australia
- St. Vincent's Clinical School, University of New South Wales, 390 Victoria Street, Darlinghurst, NSW 2010, Australia
| | - Scott B Rothbart
- Department of Epigenetics, Van Andel Institute, 333 Bostwick Ave NE, Grand Rapids, MI 49503, USA
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10
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Lee HM, Saw AK, Morris VK, Napolitano S, Bristow C, Srinivasan S, Peoples M, Sorokin A, Kanikarla P, Schulz J, Singh AK, Terranova C, Coker O, Jain A, Kopetz S, Rai K. Epigenome Reprogramming Through H3K27 and H3K4 Trimethylation as a Resistance Mechanism to DNA Methylation Inhibition in BRAFV600E-Mutated Colorectal Cancer. Clin Cancer Res 2024; 30:5166-5179. [PMID: 39269307 PMCID: PMC11829253 DOI: 10.1158/1078-0432.ccr-24-1166] [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: 04/16/2024] [Revised: 07/22/2024] [Accepted: 09/11/2024] [Indexed: 09/15/2024]
Abstract
PURPOSE BRAFV600E-mutated colorectal cancer exhibits a strong correlation with DNA hypermethylation, suggesting that this subgroup of tumors presents unique epigenomic phenotypes. Nonetheless, 5-azacitidine, which inhibits DNA methyltransferase activity, is not efficacious in BRAFV600E colorectal cancer in vivo. EXPERIMENTAL DESIGN We randomized and treated mice implanted with patient-derived tumor xenografts harboring BRAFV600E mutation with control, 5-azacitidine, vemurafenib (BRAF inhibitor), or the combination. Comprehensive epigenomic profiling was conducted on control and 5-azacitidine-treated tumor samples, including DNA methylation, histone modifications, chromatin accessibility, and gene expression. Combinations of epigenetic agents were explored in preclinical BRAFV600E colorectal cancer models. RESULTS A profound reduction of DNA methylation levels upon 5-azacitidine treatment was confirmed, however, transcriptional repression was not relieved. This study unbiasedly explored the adaptive engagement of other epigenomic modifications upon 5-azacitidine treatment. A loss of histone acetylation and a gain of histone methylations, including H3K27 and H3K4 trimethylation, were observed around these hypomethylated regions, suggesting the involvement of polycomb repressive complex (PRC) activity around the genome with loss of DNA methylation, therefore maintaining the repression of key tumor-suppressor genes. Combined inhibition of PRC activity through EZH2 inhibition with 5-azacitidine treatment additively improved efficacies in BRAFV600E colorectal cancer cells. CONCLUSIONS In conclusion, DNA hypomethylation by 5-azacitidine exhibits a close association with H3K27me3 and PRC activity in BRAFV600E colorectal cancer, and simultaneous blockade of DNA methyltransferase and EZH2 holds promise as a potential therapeutic strategy for patients with BRAFV600E-mutated colorectal cancer.
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Affiliation(s)
- Hey Min Lee
- Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Ajay Kumar Saw
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Van K. Morris
- Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Stefania Napolitano
- Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Christopher Bristow
- TRACTION platform, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Sanjana Srinivasan
- TRACTION platform, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Micheal Peoples
- TRACTION platform, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Alexey Sorokin
- Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Preeti Kanikarla
- Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Jonathan Schulz
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Anand K Singh
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Christopher Terranova
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Oluwadara Coker
- Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Abhinav Jain
- Department of Epigenetics and Molecular Carcinogenesis, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Scott Kopetz
- Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Kunal Rai
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
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11
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Jia Y, Xie H, Wu S, Dong J, Ying H. Induction of FAM46C expression mediated by DNMT3A downregulation is involved in early-onset preeclampsia through gene body methylation. Cell Signal 2024; 125:111506. [PMID: 39532219 DOI: 10.1016/j.cellsig.2024.111506] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2024] [Revised: 10/23/2024] [Accepted: 11/05/2024] [Indexed: 11/16/2024]
Abstract
BACKGROUND Aberrant methylation of genomic DNA has been found in preeclamptic placentas, which is characterized by elevated DNA methylation and hypermethylation of gene body regions, but the underlying mechanism is not yet fully understood. METHODS Global DNA methylation was assessed through ELISA and HPLC. The methylation sites were detected using the Illumina Human Methylation 450 K Microarray. The methylation level of FAM46C promoter and gene body was detected through the bisulfite sequencing. RNA-seq was utilized to investigate the mechanism by which DNMT3A and FAM46C mediate the migration and invasion of trophoblast cells. RESULTS We discovered that DNMT3A knockdown led to elevated levels of gene body methylation and FAM46C transcription. FAM46C downregulation completely rescued the suppressive effects caused by DNMT3A knockdown on the migration and invasion of trophoblast cells. Mechanistically, DNMT3A reduction led to an increase in the enrichment of DNMT3B and DNMT1 in the gene body region of FAM46C. The results of transcriptome sequencing showed that DNMT3A and FAM46C regulate the adhesion of trophoblast cells. Elevated expression of FAM46C and increased methylation levels within its gene body region were observed in extravillous trophoblast cells of early-onset preeclamptic placentas. CONCLUSIONS DNMT3A-mediated aberrant FAM46C gene body methylation is relevant to the development of early-onset preeclampsia.
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Affiliation(s)
- Yuanhui Jia
- Clinical and Translational Research Center, Department of Obstetrics, Shanghai Key Laboratory of Maternal Fetal Medicine, Shanghai Institute of Maternal-Fetal Medicine and Gynecologic Oncology, Shanghai First Maternity and Infant Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Han Xie
- Clinical and Translational Research Center, Department of Obstetrics, Shanghai Key Laboratory of Maternal Fetal Medicine, Shanghai Institute of Maternal-Fetal Medicine and Gynecologic Oncology, Shanghai First Maternity and Infant Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Shengyu Wu
- Clinical and Translational Research Center, Department of Obstetrics, Shanghai Key Laboratory of Maternal Fetal Medicine, Shanghai Institute of Maternal-Fetal Medicine and Gynecologic Oncology, Shanghai First Maternity and Infant Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Jiaqi Dong
- Clinical and Translational Research Center, Department of Obstetrics, Shanghai Key Laboratory of Maternal Fetal Medicine, Shanghai Institute of Maternal-Fetal Medicine and Gynecologic Oncology, Shanghai First Maternity and Infant Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Hao Ying
- Clinical and Translational Research Center, Department of Obstetrics, Shanghai Key Laboratory of Maternal Fetal Medicine, Shanghai Institute of Maternal-Fetal Medicine and Gynecologic Oncology, Shanghai First Maternity and Infant Hospital, School of Medicine, Tongji University, Shanghai, China..
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12
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Ji Y, Wang Y, Zou J, Liu G, Xia M, Ren J, Wang D. Methyltransferase DNMT3B promotes colorectal cancer cell proliferation by inhibiting PLCG2. Acta Biochim Biophys Sin (Shanghai) 2024; 56:1848-1859. [PMID: 39108206 PMCID: PMC11693860 DOI: 10.3724/abbs.2024117] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2024] [Accepted: 04/23/2024] [Indexed: 01/06/2025] Open
Abstract
Aberrant DNA methylation patterns in the promoter region of PLCG2 are associated with dysregulated signaling pathways and cellular functions. Its role in colorectal cancer cells is still unknown. In this study, qRT-PCR is used to measure DNMT3B expression in colorectal cancer. Western blot analysis and immunohistochemistry are used to analyze DNMT3B and PLCG2 protein levels in colorectal tissues and cell lines. Cell Counting Kit-8 (CCK-8) and colony formation assays are used to assess the proliferation of colorectal cancer cells. Methylation-specific PCR (MSP) and bisulfite-sequencing PCR (BSP) are used to measure DNA methylation level. Our results show that DNMT3B is overexpressed in colorectal cells in the TCGA datasets according to Kaplan-Meier plots. DNMT3B is significantly overexpressed in tumor tissues compared to that in adjacent nontumor tissues. Western blot analysis results demonstrate high expression of DNMT3B in tumor tissues. Compared to normal colonic epithelial cells, colorectal cancer cell lines exhibit elevated level of PLCG2 methylation. Overexpression of PLCG2 effectively prevents the growth of colorectal cancer xenograft tumors in vivo. PLCG2 is identified as a key downstream regulatory protein of DNMT3B in colorectal cancer. DNMT3B inhibits PLCG2 transcription through methylation of the PLCG2 promoter region. DNMT3B controls colorectal cancer cell proliferation through PLCG2, which is useful for developing therapeutic approaches that target PLCG2 expression for the treatment of colorectal cancer.
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Affiliation(s)
- Yong Ji
- The Yangzhou School of Clinical Medicine of Dalian Medical UniversityYangzhou225001China
- Jingjiang People’s HospitalJingjiang214500China
- General Surgery Institute of YangzhouYangzhou UniversityYangzhou225001China
- Yangzhou Key Laboratory of Basic and Clinical Transformation of Digestive and Metabolic DiseasesYangzhou225001China
| | - Yang Wang
- Clinical Medical CollegeYangzhou UniversityYangzhou225001China
- General Surgery Institute of YangzhouYangzhou UniversityYangzhou225001China
- Yangzhou Key Laboratory of Basic and Clinical Transformation of Digestive and Metabolic DiseasesYangzhou225001China
| | - Jiacheng Zou
- The Yangzhou School of Clinical Medicine of Dalian Medical UniversityYangzhou225001China
- General Surgery Institute of YangzhouYangzhou UniversityYangzhou225001China
- Yangzhou Key Laboratory of Basic and Clinical Transformation of Digestive and Metabolic DiseasesYangzhou225001China
| | - Guanghao Liu
- Clinical Medical CollegeYangzhou UniversityYangzhou225001China
- General Surgery Institute of YangzhouYangzhou UniversityYangzhou225001China
- Yangzhou Key Laboratory of Basic and Clinical Transformation of Digestive and Metabolic DiseasesYangzhou225001China
| | - Mingyu Xia
- The Yangzhou Clinical Medical College of Xuzhou Medical UniversityYangzhou225001China
- General Surgery Institute of YangzhouYangzhou UniversityYangzhou225001China
- Yangzhou Key Laboratory of Basic and Clinical Transformation of Digestive and Metabolic DiseasesYangzhou225001China
| | - Jun Ren
- Clinical Medical CollegeYangzhou UniversityYangzhou225001China
- General Surgery Institute of YangzhouYangzhou UniversityYangzhou225001China
- Yangzhou Key Laboratory of Basic and Clinical Transformation of Digestive and Metabolic DiseasesYangzhou225001China
| | - Daorong Wang
- The Yangzhou School of Clinical Medicine of Dalian Medical UniversityYangzhou225001China
- Clinical Medical CollegeYangzhou UniversityYangzhou225001China
- General Surgery Institute of YangzhouYangzhou UniversityYangzhou225001China
- Yangzhou Key Laboratory of Basic and Clinical Transformation of Digestive and Metabolic DiseasesYangzhou225001China
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13
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Shim HS, Iaconelli J, Shang X, Li J, Lan ZD, Jiang S, Nutsch K, Beyer BA, Lairson LL, Boutin AT, Bollong MJ, Schultz PG, DePinho RA. TERT activation targets DNA methylation and multiple aging hallmarks. Cell 2024; 187:4030-4042.e13. [PMID: 38908367 PMCID: PMC11552617 DOI: 10.1016/j.cell.2024.05.048] [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: 04/17/2023] [Revised: 04/03/2024] [Accepted: 05/23/2024] [Indexed: 06/24/2024]
Abstract
Insufficient telomerase activity, stemming from low telomerase reverse transcriptase (TERT) gene transcription, contributes to telomere dysfunction and aging pathologies. Besides its traditional function in telomere synthesis, TERT acts as a transcriptional co-regulator of genes pivotal in aging and age-associated diseases. Here, we report the identification of a TERT activator compound (TAC) that upregulates TERT transcription via the MEK/ERK/AP-1 cascade. In primary human cells and naturally aged mice, TAC-induced elevation of TERT levels promotes telomere synthesis, blunts tissue aging hallmarks with reduced cellular senescence and inflammatory cytokines, and silences p16INK4a expression via upregulation of DNMT3B-mediated promoter hypermethylation. In the brain, TAC alleviates neuroinflammation, increases neurotrophic factors, stimulates adult neurogenesis, and preserves cognitive function without evident toxicity, including cancer risk. Together, these findings underscore TERT's critical role in aging processes and provide preclinical proof of concept for physiological TERT activation as a strategy to mitigate multiple aging hallmarks and associated pathologies.
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Affiliation(s)
- Hong Seok Shim
- Department of Cancer Biology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Jonathan Iaconelli
- Department of Chemistry, The Scripps Research Institute, La Jolla, CA 92037, USA
| | - Xiaoying Shang
- Department of Cancer Biology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Jiexi Li
- Department of Cancer Biology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Zheng D Lan
- Department of Cancer Biology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Shan Jiang
- Institute for Applied Cancer Science, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Kayla Nutsch
- Department of Chemistry, The Scripps Research Institute, La Jolla, CA 92037, USA
| | - Brittney A Beyer
- Department of Chemistry, The Scripps Research Institute, La Jolla, CA 92037, USA
| | - Luke L Lairson
- Department of Chemistry, The Scripps Research Institute, La Jolla, CA 92037, USA
| | - Adam T Boutin
- Department of Cancer Biology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Michael J Bollong
- Department of Chemistry, The Scripps Research Institute, La Jolla, CA 92037, USA
| | - Peter G Schultz
- Department of Chemistry, The Scripps Research Institute, La Jolla, CA 92037, USA
| | - Ronald A DePinho
- Department of Cancer Biology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA.
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14
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Fialková V, Ďúranová H, Borotová P, Klongová L, Grabacka M, Speváková I. Natural Stilbenes: Their Role in Colorectal Cancer Prevention, DNA Methylation, and Therapy. Nutr Cancer 2024; 76:760-788. [PMID: 38950568 DOI: 10.1080/01635581.2024.2364391] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2024] [Revised: 05/29/2024] [Accepted: 05/31/2024] [Indexed: 07/03/2024]
Abstract
The resistance of colorectal cancer (CRC) to conventional therapeutic modalities, such as radiation therapy and chemotherapy, along with the associated side effects, significantly limits effective anticancer strategies. Numerous epigenetic investigations have unveiled that naturally occurring stilbenes can modify or reverse abnormal epigenetic alterations, particularly aberrant DNA methylation status, offering potential avenues for preventing or treating CRC. By modulating the activity of the DNA methylation machinery components, phytochemicals may influence the various stages of CRC carcinogenesis through multiple molecular mechanisms. Several epigenetic studies, especially preclinical research, have highlighted the effective DNA methylation modulatory effects of stilbenes with minimal adverse effects on organisms, particularly in combination therapies for CRC. However, the available preclinical and clinical data regarding the effects of commonly encountered stilbenes against CRC are currently limited. Therefore, additional epigenetic research is warranted to explore the preventive potential of these phytochemicals in CRC development and to validate their therapeutic application in the prevention and treatment of CRC. This review aims to provide an overview of selected bioactive stilbenes as potential chemopreventive agents for CRC with a focus on their modulatory mechanisms of action, especially in targeting alterations in DNA methylation machinery in CRC.
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Affiliation(s)
- Veronika Fialková
- AgroBioTech Research Centre, Slovak University of Agriculture, Nitra, Slovakia
| | - Hana Ďúranová
- AgroBioTech Research Centre, Slovak University of Agriculture, Nitra, Slovakia
| | - Petra Borotová
- AgroBioTech Research Centre, Slovak University of Agriculture, Nitra, Slovakia
| | - Lucia Klongová
- AgroBioTech Research Centre, Slovak University of Agriculture, Nitra, Slovakia
| | - Maja Grabacka
- Department of Biotechnology and General Technology of Foods, Faculty of Food Technology, University of Agriculture, Cracow, Poland
| | - Ivana Speváková
- AgroBioTech Research Centre, Slovak University of Agriculture, Nitra, Slovakia
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15
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Tovar Perez JE, Zhang S, Hodgeman W, Kapoor S, Rajendran P, Kobayashi KS, Dashwood RH. Epigenetic regulation of major histocompatibility complexes in gastrointestinal malignancies and the potential for clinical interception. Clin Epigenetics 2024; 16:83. [PMID: 38915093 PMCID: PMC11197381 DOI: 10.1186/s13148-024-01698-8] [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: 11/10/2023] [Accepted: 06/18/2024] [Indexed: 06/26/2024] Open
Abstract
BACKGROUND Gastrointestinal malignancies encompass a diverse group of cancers that pose significant challenges to global health. The major histocompatibility complex (MHC) plays a pivotal role in immune surveillance, orchestrating the recognition and elimination of tumor cells by the immune system. However, the intricate regulation of MHC gene expression is susceptible to dynamic epigenetic modification, which can influence functionality and pathological outcomes. MAIN BODY By understanding the epigenetic alterations that drive MHC downregulation, insights are gained into the molecular mechanisms underlying immune escape, tumor progression, and immunotherapy resistance. This systematic review examines the current literature on epigenetic mechanisms that contribute to MHC deregulation in esophageal, gastric, pancreatic, hepatic and colorectal malignancies. Potential clinical implications are discussed of targeting aberrant epigenetic modifications to restore MHC expression and 0 the effectiveness of immunotherapeutic interventions. CONCLUSION The integration of epigenetic-targeted therapies with immunotherapies holds great potential for improving clinical outcomes in patients with gastrointestinal malignancies and represents a compelling avenue for future research and therapeutic development.
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Affiliation(s)
| | - Shilan Zhang
- Department of Cardiovascular Medicine, Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai, 200070, China
| | - William Hodgeman
- Wolfson Medical School, The University of Glasgow, Glasgow, G12 8QQ, UK
| | - Sabeeta Kapoor
- Center for Epigenetics and Disease Prevention, Texas A&M Health, Houston, TX, 77030, USA
| | - Praveen Rajendran
- Center for Epigenetics and Disease Prevention, Texas A&M Health, Houston, TX, 77030, USA
- Department of Translational Medical Sciences, and Antibody & Biopharmaceuticals Core, Texas A&M Medicine, Houston, TX, 77030, USA
| | - Koichi S Kobayashi
- Department of Immunology, Hokkaido University Graduate School of Medicine, Sapporo, 060-8638, Japan
- Hokkaido University Institute for Vaccine Research and Development, Sapporo, 060-8638, Japan
- Department of Microbial Pathogenesis and Immunology, Texas A&M Health, Bryan, TX, 77087, USA
| | - Roderick H Dashwood
- Center for Epigenetics and Disease Prevention, Texas A&M Health, Houston, TX, 77030, USA.
- Department of Translational Medical Sciences, and Antibody & Biopharmaceuticals Core, Texas A&M Medicine, Houston, TX, 77030, USA.
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16
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Yamashita K, Kumamoto Y. CAFs-Associated Genes (CAFGs) in Pancreatic Ductal Adenocarcinoma (PDAC) and Novel Therapeutic Strategy. Int J Mol Sci 2024; 25:6003. [PMID: 38892190 PMCID: PMC11172745 DOI: 10.3390/ijms25116003] [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: 04/11/2024] [Revised: 05/24/2024] [Accepted: 05/27/2024] [Indexed: 06/21/2024] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is the most aggressive cancer with striking fibrosis, and its mortality rate is ranked second across human cancers. Cancer-associated fibroblasts (CAFs) play a critical role in PDAC progression, and we reviewed the molecular understanding of PDAC CAFs and novel therapeutic potential at present. CAFs-associated genes (CAFGs) were tentatively classified into three categories by stroma specificity representing stroma/epithelia expression ratios (SE ratios). The recent classification using single cell transcriptome technology clarified that CAFs were composed of myofibroblasts (myCAFs), inflammatory CAFs (iCAFs), and other minor ones (e.g., POSTN-CAFs and antigen presenting CAFs, apCAFs). LRRC15 is a myCAFs marker, and myCAFs depletion by diphtheria toxin induces the rapid accumulation of cytotoxic T lymphocytes (CTLs) and therefore augment PDL1 antibody treatments. This finding proposes that myCAFs may be a critical regulator of tumor immunity in terms of PDAC progression. myCAFs are located in CAFs adjacent to tumor cells, while iCAFs marked by PDPN and/or COL14A1 are distant from tumor cells, where hypoxic and acidic environments being located in iCAFs putatively due to poor blood supply is consistent with HIF1A and GPR68 expressions. iCAFs may be shared with SASP (secretion-associated phenotypes) in senescent CAFs. myCAFs are classically characterized by CAFGs induced by TGFB1, while chemoresistant CAFs with SASP may dependent on IL6 expression and accompanied by STAT3 activation. Recently, it was found that the unique metabolism of CAFs can be targeted to prevent PDAC progression, where PDAC cells utilize glucose, whereas CAFs in turn utilize lactate, which may be epigenetically regulated, mediated by its target genes including CXCR4. In summary, CAFs have unique molecular characteristics, which have been rigorously clarified as novel therapeutic targets of PDAC progression.
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Affiliation(s)
- Keishi Yamashita
- Division of Advanced Surgical Oncology, Research and Development Center for New Medical Frontiers, Kitasato University School of Medicine, Kitasato 1-15-1, Minami-ku, Sagamihara 252-0374, Japan
| | - Yusuke Kumamoto
- Department of General-Pediatric-Hepatobiliary Pancreatic Surgery, Kitasato University School of Medicine, Sagamihara 252-0374, Japan;
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17
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Yamaguchi K, Chen X, Rodgers B, Miura F, Bashtrykov P, Bonhomme F, Salinas-Luypaert C, Haxholli D, Gutekunst N, Aygenli BÖ, Ferry L, Kirsh O, Laisné M, Scelfo A, Ugur E, Arimondo PB, Leonhardt H, Kanemaki MT, Bartke T, Fachinetti D, Jeltsch A, Ito T, Defossez PA. Non-canonical functions of UHRF1 maintain DNA methylation homeostasis in cancer cells. Nat Commun 2024; 15:2960. [PMID: 38580649 PMCID: PMC10997609 DOI: 10.1038/s41467-024-47314-4] [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: 07/09/2023] [Accepted: 03/25/2024] [Indexed: 04/07/2024] Open
Abstract
DNA methylation is an essential epigenetic chromatin modification, and its maintenance in mammals requires the protein UHRF1. It is yet unclear if UHRF1 functions solely by stimulating DNA methylation maintenance by DNMT1, or if it has important additional functions. Using degron alleles, we show that UHRF1 depletion causes a much greater loss of DNA methylation than DNMT1 depletion. This is not caused by passive demethylation as UHRF1-depleted cells proliferate more slowly than DNMT1-depleted cells. Instead, bioinformatics, proteomics and genetics experiments establish that UHRF1, besides activating DNMT1, interacts with DNMT3A and DNMT3B and promotes their activity. In addition, we show that UHRF1 antagonizes active DNA demethylation by TET2. Therefore, UHRF1 has non-canonical roles that contribute importantly to DNA methylation homeostasis; these findings have practical implications for epigenetics in health and disease.
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Affiliation(s)
- Kosuke Yamaguchi
- Université Paris Cité, CNRS, Epigenetics and Cell Fate, Paris, France.
| | - Xiaoying Chen
- Université Paris Cité, CNRS, Epigenetics and Cell Fate, Paris, France
| | - Brianna Rodgers
- Université Paris Cité, CNRS, Epigenetics and Cell Fate, Paris, France
| | - Fumihito Miura
- Department of Biochemistry, Kyushu University Graduate School of Medical Sciences, Fukuoka, Japan
| | - Pavel Bashtrykov
- Institute of Biochemistry and Technical Biochemistry, Department of Biochemistry, University of Stuttgart, Stuttgart, Germany
| | - Frédéric Bonhomme
- Institut Pasteur, Université Paris Cité, Epigenetic Chemical Biology, CNRS, UMR 3523, Chem4Life, Paris, France
| | | | - Deis Haxholli
- Faculty of Biology and Center for Molecular Biosystems (BioSysM), Human Biology and BioImaging, Ludwig-Maximilians-Universität München, Munich, Germany
| | - Nicole Gutekunst
- Institute of Biochemistry and Technical Biochemistry, Department of Biochemistry, University of Stuttgart, Stuttgart, Germany
| | | | - Laure Ferry
- Université Paris Cité, CNRS, Epigenetics and Cell Fate, Paris, France
| | - Olivier Kirsh
- Université Paris Cité, CNRS, Epigenetics and Cell Fate, Paris, France
| | - Marthe Laisné
- Université Paris Cité, CNRS, Epigenetics and Cell Fate, Paris, France
| | - Andrea Scelfo
- Institut Curie, PSL Research University, CNRS, UMR 144, Paris, France
| | - Enes Ugur
- Faculty of Biology and Center for Molecular Biosystems (BioSysM), Human Biology and BioImaging, Ludwig-Maximilians-Universität München, Munich, Germany
| | - Paola B Arimondo
- Institut Pasteur, Université Paris Cité, Epigenetic Chemical Biology, CNRS, UMR 3523, Chem4Life, Paris, France
| | - Heinrich Leonhardt
- Faculty of Biology and Center for Molecular Biosystems (BioSysM), Human Biology and BioImaging, Ludwig-Maximilians-Universität München, Munich, Germany
| | - Masato T Kanemaki
- Department of Chromosome Science, National Institute of Genetics, Research Organization of Information and Systems (ROIS), Mishima, Shizuoka, Japan
- Graduate Institute for Advanced Studies, SOKENDAI, Mishima, Shizuoka, Japan
- Department of Biological Science, The University of Tokyo, Bunkyo-ku, Tokyo, Japan
| | - Till Bartke
- Institute of Functional Epigenetics, Helmholtz Zentrum München, Neuherberg, Germany
| | | | - Albert Jeltsch
- Institute of Biochemistry and Technical Biochemistry, Department of Biochemistry, University of Stuttgart, Stuttgart, Germany
| | - Takashi Ito
- Department of Biochemistry, Kyushu University Graduate School of Medical Sciences, Fukuoka, Japan
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18
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Scelfo A, Barra V, Abdennur N, Spracklin G, Busato F, Salinas-Luypaert C, Bonaiti E, Velasco G, Bonhomme F, Chipont A, Tijhuis AE, Spierings DC, Guérin C, Arimondo P, Francastel C, Foijer F, Tost J, Mirny L, Fachinetti D. Tunable DNMT1 degradation reveals DNMT1/DNMT3B synergy in DNA methylation and genome organization. J Cell Biol 2024; 223:e202307026. [PMID: 38376465 PMCID: PMC10876481 DOI: 10.1083/jcb.202307026] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2023] [Revised: 11/20/2023] [Accepted: 01/15/2024] [Indexed: 02/21/2024] Open
Abstract
DNA methylation (DNAme) is a key epigenetic mark that regulates critical biological processes maintaining overall genome stability. Given its pleiotropic function, studies of DNAme dynamics are crucial, but currently available tools to interfere with DNAme have limitations and major cytotoxic side effects. Here, we present cell models that allow inducible and reversible DNAme modulation through DNMT1 depletion. By dynamically assessing whole genome and locus-specific effects of induced passive demethylation through cell divisions, we reveal a cooperative activity between DNMT1 and DNMT3B, but not of DNMT3A, to maintain and control DNAme. We show that gradual loss of DNAme is accompanied by progressive and reversible changes in heterochromatin, compartmentalization, and peripheral localization. DNA methylation loss coincides with a gradual reduction of cell fitness due to G1 arrest, with minor levels of mitotic failure. Altogether, this system allows DNMTs and DNA methylation studies with fine temporal resolution, which may help to reveal the etiologic link between DNAme dysfunction and human disease.
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Affiliation(s)
- Andrea Scelfo
- Institut Curie, PSL Research University, Sorbonne Université, CNRS, UMR 144, Paris, France
| | - Viviana Barra
- Institut Curie, PSL Research University, Sorbonne Université, CNRS, UMR 144, Paris, France
- Department of Biological, Chemical and Pharmaceutical Sciences and Technologies, University of Palermo, Palermo, Italy
| | - Nezar Abdennur
- Program in Bioinformatics and Integrative Biology, UMass Chan Medical School, Worcester, MA, USA
- Department of Systems Biology, UMass Chan Medical School, Worcester, MA, USA
- Institute for Medical Engineering and Sciences, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - George Spracklin
- Department of Systems Biology, UMass Chan Medical School, Worcester, MA, USA
- Institute for Medical Engineering and Sciences, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Florence Busato
- Centre National de Recherche en Génomique Humaine, CEA-Institut de Biologie François Jacob, Université Paris-Saclay, Evry, France
| | | | - Elena Bonaiti
- Institut Curie, PSL Research University, Sorbonne Université, CNRS, UMR 144, Paris, France
| | | | - Frédéric Bonhomme
- Epigenetic Chemical Biology, Institut Pasteur, CNRS UMR n°3523 Chem4Life, Université Paris Cité, Paris, France
| | - Anna Chipont
- Cytometry Platform, Institut Curie, Paris, France
| | - Andréa E. Tijhuis
- European Research Institute for the Biology of Ageing, University Groningen, University Medical Center Groningen, Groningen, Netherlands
| | - Diana C.J. Spierings
- European Research Institute for the Biology of Ageing, University Groningen, University Medical Center Groningen, Groningen, Netherlands
| | - Coralie Guérin
- Cytometry Platform, Institut Curie, Paris, France
- Université Paris Cité, INSERM, Paris, France
| | - Paola Arimondo
- Epigenetic Chemical Biology, Institut Pasteur, CNRS UMR n°3523 Chem4Life, Université Paris Cité, Paris, France
| | | | - Floris Foijer
- European Research Institute for the Biology of Ageing, University Groningen, University Medical Center Groningen, Groningen, Netherlands
| | - Jӧrg Tost
- Centre National de Recherche en Génomique Humaine, CEA-Institut de Biologie François Jacob, Université Paris-Saclay, Evry, France
| | - Leonid Mirny
- Institute for Medical Engineering and Sciences, Massachusetts Institute of Technology, Cambridge, MA, USA
- Department of Physics, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Daniele Fachinetti
- Institut Curie, PSL Research University, Sorbonne Université, CNRS, UMR 144, Paris, France
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19
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Park SS, Lee YK, Choi YW, Lim SB, Park SH, Kim HK, Shin JS, Kim YH, Lee DH, Kim JH, Park TJ. Cellular senescence is associated with the spatial evolution toward a higher metastatic phenotype in colorectal cancer. Cell Rep 2024; 43:113912. [PMID: 38446659 DOI: 10.1016/j.celrep.2024.113912] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2023] [Revised: 12/21/2023] [Accepted: 02/19/2024] [Indexed: 03/08/2024] Open
Abstract
In this study, we explore the dynamic process of colorectal cancer progression, emphasizing the evolution toward a more metastatic phenotype. The term "evolution" as used in this study specifically denotes the phenotypic transition toward a higher metastatic potency from well-formed glandular structures to collective invasion, ultimately resulting in the development of cancer cell buddings at the invasive front. Our findings highlight the spatial correlation of this evolution with tumor cell senescence, revealing distinct types of senescent tumor cells (types I and II) that play different roles in the overall cancer progression. Type I senescent tumor cells (p16INK4A+/CXCL12+/LAMC2-/MMP7-) are identified in the collective invasion region, whereas type II senescent tumor cells (p16INK4A+/CXCL12+/LAMC2+/MMP7+), representing the final evolved form, are prominently located in the partial-EMT region. Importantly, type II senescent tumor cells associate with local invasion and lymph node metastasis in colorectal cancer, potentially affecting patient prognosis.
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Affiliation(s)
- Soon Sang Park
- Department of Biochemistry and Molecular Biology, Ajou University School of Medicine, Suwon 16499, Korea; Department of Biomedical Sciences, Ajou University Graduate School of Medicine, Suwon 16499, Korea; Inflamm-Aging Translational Research Center, Ajou University Medical Center, Suwon 16499, Korea
| | - Young-Kyoung Lee
- Department of Biochemistry and Molecular Biology, Ajou University School of Medicine, Suwon 16499, Korea; Inflamm-Aging Translational Research Center, Ajou University Medical Center, Suwon 16499, Korea
| | - Yong Won Choi
- Inflamm-Aging Translational Research Center, Ajou University Medical Center, Suwon 16499, Korea; Department of Hematology and Oncology, Ajou University School of Medicine, Suwon 16499, Korea
| | - Su Bin Lim
- Department of Biochemistry and Molecular Biology, Ajou University School of Medicine, Suwon 16499, Korea; Department of Biomedical Sciences, Ajou University Graduate School of Medicine, Suwon 16499, Korea; Inflamm-Aging Translational Research Center, Ajou University Medical Center, Suwon 16499, Korea
| | - So Hyun Park
- Inflamm-Aging Translational Research Center, Ajou University Medical Center, Suwon 16499, Korea; Department of Pathology, Ajou University School of Medicine, Suwon 16499, Korea
| | - Han Ki Kim
- Department of Biomedical Sciences, Ajou University Graduate School of Medicine, Suwon 16499, Korea; Department of Brain Science and Neurology, Ajou University School of Medicine, Suwon 16499, Korea
| | - Jun Sang Shin
- Department of Surgery, Ajou University School of Medicine, Suwon 16499, Korea
| | - Young Hwa Kim
- Inflamm-Aging Translational Research Center, Ajou University Medical Center, Suwon 16499, Korea; Department of Pathology, Ajou University School of Medicine, Suwon 16499, Korea
| | - Dong Hyun Lee
- Department of Biochemistry and Molecular Biology, Ajou University School of Medicine, Suwon 16499, Korea; Department of Biomedical Sciences, Ajou University Graduate School of Medicine, Suwon 16499, Korea; Inflamm-Aging Translational Research Center, Ajou University Medical Center, Suwon 16499, Korea
| | - Jang-Hee Kim
- Inflamm-Aging Translational Research Center, Ajou University Medical Center, Suwon 16499, Korea; Department of Pathology, Ajou University School of Medicine, Suwon 16499, Korea.
| | - Tae Jun Park
- Department of Biochemistry and Molecular Biology, Ajou University School of Medicine, Suwon 16499, Korea; Department of Biomedical Sciences, Ajou University Graduate School of Medicine, Suwon 16499, Korea; Inflamm-Aging Translational Research Center, Ajou University Medical Center, Suwon 16499, Korea.
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20
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Guida N, Serani A, Sanguigno L, Mascolo L, Cuomo O, Fioriniello S, Marano D, Ragione FD, Anzilotti S, Brancaccio P, Molinaro P, Pignataro G, Annunziato L, Formisano L. Stroke Causes DNA Methylation at Ncx1 Heart Promoter in the Brain Via DNMT1/MeCP2/REST Epigenetic Complex. J Am Heart Assoc 2024; 13:e030460. [PMID: 38456444 PMCID: PMC11010005 DOI: 10.1161/jaha.123.030460] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/06/2023] [Accepted: 01/03/2024] [Indexed: 03/09/2024]
Abstract
BACKGROUND REST (Repressor-Element 1 [RE1]-silencing transcription factor) inhibits Na+/Ca2+exchanger-1 (Ncx1) transcription in neurons through the binding of RE1 site on brain promoter (Br) after stroke. We identified a new putative RE1 site in Ncx1 heart promoter (Ht) sequence (Ht-RE1) that participates in neuronal Ncx1 transcription. Because REST recruits DNA-methyltransferase-1 (DNMT1) and MeCP2 (methyl-CpG binding protein 2) on different neuronal genes, we investigated the role of this complex in Ncx1 transcriptional regulation after stroke. METHODS AND RESULTS Luciferase experiments performed in SH-SY5Y cells demonstrated that Br activity was selectively decreased by REST, whereas Ht activity was reduced by DNMT1, MeCP2, and REST. Notably, site-direct mutagenesis of Ht-RE1 prevented REST-dependent downregulation of Ncx1. Furthermore, in temporoparietal cortex of 8-week-old male wild-type mice (C57BL/6) subjected to transient middle cerebral artery occlusion, DNMT1, MeCP2, and REST binding to Ht promoter was increased, with a consequent DNA promoter hypermethylation. Intracerebroventricular injection of siREST prevented DNMT1/MeCP2 binding to Ht and Ncx1 downregulation, thus causing a reduction in stroke-induced damage. Consistently, in cortical neurons subjected to oxygen and glucose deprivation plus reoxygenation Ncx1 knockdown counteracted neuronal protection induced by the demethylating agent 5-azacytidine. For comparisons between 2 experimental groups, Student's t test was used, whereas for more than 2 experimental groups, 1-way ANOVA was used, followed by Tukey or Newman Keuls. Statistical significance was set at P<0.05. CONCLUSIONS If the results of this study are confirmed in humans, it could be asserted that DNMT1/MeCP2/REST complex disruption could be a new pharmacological strategy to reduce DNA methylation of Ht in the brain, ameliorating stroke damage.
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Affiliation(s)
- Natascia Guida
- Division of Pharmacology, Department of Neuroscience, Reproductive and Dentistry Sciences, School of Medicine“Federico II” University of NaplesNaplesItaly
| | - Angelo Serani
- Division of Pharmacology, Department of Neuroscience, Reproductive and Dentistry Sciences, School of Medicine“Federico II” University of NaplesNaplesItaly
| | - Luca Sanguigno
- Division of Pharmacology, Department of Neuroscience, Reproductive and Dentistry Sciences, School of Medicine“Federico II” University of NaplesNaplesItaly
| | - Luigi Mascolo
- Division of Pharmacology, Department of Neuroscience, Reproductive and Dentistry Sciences, School of Medicine“Federico II” University of NaplesNaplesItaly
| | - Ornella Cuomo
- Division of Pharmacology, Department of Neuroscience, Reproductive and Dentistry Sciences, School of Medicine“Federico II” University of NaplesNaplesItaly
| | - Salvatore Fioriniello
- Institute of Genetics and Biophysics "Adriano Buzzati Traverso"National Research Council of ItalyNapoliItaly
| | - Domenico Marano
- Institute of Genetics and Biophysics "Adriano Buzzati Traverso"National Research Council of ItalyNapoliItaly
| | - Floriana Della Ragione
- Institute of Genetics and Biophysics "Adriano Buzzati Traverso"National Research Council of ItalyNapoliItaly
| | | | - Paola Brancaccio
- Division of Pharmacology, Department of Neuroscience, Reproductive and Dentistry Sciences, School of Medicine“Federico II” University of NaplesNaplesItaly
| | - Pasquale Molinaro
- Division of Pharmacology, Department of Neuroscience, Reproductive and Dentistry Sciences, School of Medicine“Federico II” University of NaplesNaplesItaly
| | - Giuseppe Pignataro
- Division of Pharmacology, Department of Neuroscience, Reproductive and Dentistry Sciences, School of Medicine“Federico II” University of NaplesNaplesItaly
| | | | - Luigi Formisano
- Division of Pharmacology, Department of Neuroscience, Reproductive and Dentistry Sciences, School of Medicine“Federico II” University of NaplesNaplesItaly
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21
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Taglini F, Kafetzopoulos I, Rolls W, Musialik KI, Lee HY, Zhang Y, Marenda M, Kerr L, Finan H, Rubio-Ramon C, Gautier P, Wapenaar H, Kumar D, Davidson-Smith H, Wills J, Murphy LC, Wheeler A, Wilson MD, Sproul D. DNMT3B PWWP mutations cause hypermethylation of heterochromatin. EMBO Rep 2024; 25:1130-1155. [PMID: 38291337 PMCID: PMC7615734 DOI: 10.1038/s44319-024-00061-5] [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: 04/18/2023] [Revised: 12/21/2023] [Accepted: 12/21/2023] [Indexed: 02/01/2024] Open
Abstract
The correct establishment of DNA methylation patterns is vital for mammalian development and is achieved by the de novo DNA methyltransferases DNMT3A and DNMT3B. DNMT3B localises to H3K36me3 at actively transcribing gene bodies via its PWWP domain. It also functions at heterochromatin through an unknown recruitment mechanism. Here, we find that knockout of DNMT3B causes loss of methylation predominantly at H3K9me3-marked heterochromatin and that DNMT3B PWWP domain mutations or deletion result in striking increases of methylation in H3K9me3-marked heterochromatin. Removal of the N-terminal region of DNMT3B affects its ability to methylate H3K9me3-marked regions. This region of DNMT3B directly interacts with HP1α and facilitates the bridging of DNMT3B with H3K9me3-marked nucleosomes in vitro. Our results suggest that DNMT3B is recruited to H3K9me3-marked heterochromatin in a PWWP-independent manner that is facilitated by the protein's N-terminal region through an interaction with a key heterochromatin protein. More generally, we suggest that DNMT3B plays a role in DNA methylation homeostasis at heterochromatin, a process which is disrupted in cancer, aging and Immunodeficiency, Centromeric Instability and Facial Anomalies (ICF) syndrome.
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Affiliation(s)
- Francesca Taglini
- MRC Human Genetics Unit, Institute of Genetics and Cancer, University of Edinburgh, Edinburgh, UK
- CRUK Edinburgh Centre, Institute of Genetics and Cancer, University of Edinburgh, Edinburgh, UK
| | - Ioannis Kafetzopoulos
- MRC Human Genetics Unit, Institute of Genetics and Cancer, University of Edinburgh, Edinburgh, UK
- CRUK Edinburgh Centre, Institute of Genetics and Cancer, University of Edinburgh, Edinburgh, UK
- Altos Labs, Cambridge Institute, Cambridge, UK
| | - Willow Rolls
- MRC Human Genetics Unit, Institute of Genetics and Cancer, University of Edinburgh, Edinburgh, UK
- Wellcome Centre for Cell Biology, University of Edinburgh, Edinburgh, UK
| | - Kamila Irena Musialik
- MRC Human Genetics Unit, Institute of Genetics and Cancer, University of Edinburgh, Edinburgh, UK
- CRUK Edinburgh Centre, Institute of Genetics and Cancer, University of Edinburgh, Edinburgh, UK
- MRC London Institute of Medical Sciences and Institute of Clinical Sciences, Imperial College London, London, UK
| | - Heng Yang Lee
- MRC Human Genetics Unit, Institute of Genetics and Cancer, University of Edinburgh, Edinburgh, UK
- CRUK Edinburgh Centre, Institute of Genetics and Cancer, University of Edinburgh, Edinburgh, UK
- Endocrine Oncology Research Group, Department of Surgery, The Royal College of Surgeons RCSI, University of Medicine and Health Sciences, Dublin, Ireland
| | - Yujie Zhang
- Wellcome Centre for Cell Biology, University of Edinburgh, Edinburgh, UK
| | - Mattia Marenda
- IEO, European Institute of Oncology IRCCS, Department of Experimental Oncology, Milan, Italy
| | - Lyndsay Kerr
- MRC Human Genetics Unit, Institute of Genetics and Cancer, University of Edinburgh, Edinburgh, UK
- Department of Mathematics and Statistics, University of Strathclyde, Glasgow, UK
| | - Hannah Finan
- MRC Human Genetics Unit, Institute of Genetics and Cancer, University of Edinburgh, Edinburgh, UK
- CRUK Edinburgh Centre, Institute of Genetics and Cancer, University of Edinburgh, Edinburgh, UK
- Swiss Federal Institute of Technology, ETH Zürich, Institute of Molecular Health Sciences, Zürich, Switzerland
| | - Cristina Rubio-Ramon
- MRC Human Genetics Unit, Institute of Genetics and Cancer, University of Edinburgh, Edinburgh, UK
- CRUK Edinburgh Centre, Institute of Genetics and Cancer, University of Edinburgh, Edinburgh, UK
- Université Paris Cité, CNRS, Institut Jacques Monod, Paris, France
| | - Philippe Gautier
- MRC Human Genetics Unit, Institute of Genetics and Cancer, University of Edinburgh, Edinburgh, UK
| | - Hannah Wapenaar
- Wellcome Centre for Cell Biology, University of Edinburgh, Edinburgh, UK
| | - Dhananjay Kumar
- Wellcome Centre for Cell Biology, University of Edinburgh, Edinburgh, UK
| | - Hazel Davidson-Smith
- MRC Human Genetics Unit, Institute of Genetics and Cancer, University of Edinburgh, Edinburgh, UK
| | - Jimi Wills
- CRUK Edinburgh Centre, Institute of Genetics and Cancer, University of Edinburgh, Edinburgh, UK
| | - Laura C Murphy
- MRC Human Genetics Unit, Institute of Genetics and Cancer, University of Edinburgh, Edinburgh, UK
| | - Ann Wheeler
- MRC Human Genetics Unit, Institute of Genetics and Cancer, University of Edinburgh, Edinburgh, UK
| | - Marcus D Wilson
- Wellcome Centre for Cell Biology, University of Edinburgh, Edinburgh, UK.
| | - Duncan Sproul
- MRC Human Genetics Unit, Institute of Genetics and Cancer, University of Edinburgh, Edinburgh, UK.
- CRUK Edinburgh Centre, Institute of Genetics and Cancer, University of Edinburgh, Edinburgh, UK.
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22
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Guan C, Chen H, Chen H, Li S, Chen Y, Chen J, Dong Y, Zheng Z, Wang K, Pan C. Treatment of lung cancer by acupuncture combined with medicine based on pathophysiological mechanism: A review. Medicine (Baltimore) 2024; 103:e37229. [PMID: 38335396 PMCID: PMC10860975 DOI: 10.1097/md.0000000000037229] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/15/2023] [Revised: 01/17/2024] [Accepted: 01/19/2024] [Indexed: 02/12/2024] Open
Abstract
Lung cancer is one of the most frequently diagnosed cancers in the world. There are an estimated 2.2 million new cases and 1.79 million deaths each year. Over the past 2 decades, our understanding of disease biology, the use of predictive biomarkers, and improvements in therapeutic approaches have made significant progress and transformed the outcomes of many patients. Treatment is determined by the subtype and stage of the cancer; however, the effect of personalized treatment remains unsatisfactory. The use of Chinese medicines has attracted increasing attention worldwide. Chinese medicine treatment of lung cancer has few side effects, which can effectively prolong the survival expectation of patients and improve their quality of life, and has attracted increasing attention. Based on the pathophysiological mechanism of lung cancer reported in modern medical research, this article explores the efficacy and safety of acupuncture combined with medicine in the treatment of lung cancer.
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Affiliation(s)
- Chenguang Guan
- Heilongjiang Academy of Chinese Medicine, Harbin, Heilongjiang Province, China
| | - Hong Chen
- Heilongjiang Academy of Chinese Medicine, Harbin, Heilongjiang Province, China
| | - Haipeng Chen
- Cancer Hospital, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing, China
| | - Shuhua Li
- North Hospital of Qiqihar First Hospital, Qiqihar, Heilongjiang Province, China
| | - Yuhan Chen
- Guang'anmen Hospital, China Academy of Chinese Medical Sciences, Beijing, China
| | - Jingyu Chen
- Guang'anmen Hospital, China Academy of Chinese Medical Sciences, Beijing, China
| | - Yushan Dong
- Heilongjiang University of Chinese Medicine, Harbin, Heilongjiang Province, China
| | - Zhitao Zheng
- Qiqihar First Hospital South Hospital, Qiqihar, Heilongjiang Province, China
| | - Kaiwen Wang
- Qiqihar First Hospital South Hospital, Qiqihar, Heilongjiang Province, China
| | - Chuqiao Pan
- Qiqihar First Hospital South Hospital, Qiqihar, Heilongjiang Province, China
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23
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Park J, Lee HJ, Han YK, Kang K, Yi JM. Identification of DNA methylation biomarkers for evaluating cardiovascular disease risk from epigenome profiles altered by low-dose ionizing radiation. Clin Epigenetics 2024; 16:19. [PMID: 38303056 PMCID: PMC10835887 DOI: 10.1186/s13148-024-01630-0] [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: 11/13/2023] [Accepted: 01/16/2024] [Indexed: 02/03/2024] Open
Abstract
BACKGROUND Environmental exposure, medical diagnostic and therapeutic applications, and industrial utilization of radionuclides have prompted a growing focus on the risks associated with low-dose radiation (< 100 mGy). Current evidence suggests that such radiation can induce epigenetic changes. Nevertheless, whether exposure to low-dose radiation can disrupt endothelial cell function at the molecular level is unclear. Because endothelial cells play crucial roles in cardiovascular health and disease, we aimed to investigate whether low-dose radiation could lead to differential DNA methylation patterns at the genomic level in endothelial cell (EC) lines. METHODS We screened for changes in DNA methylation patterns in primary human aortic (HAECs) and coronary artery endothelial cells following exposure to low-dose ionizing radiation. Using a subset of genes altered via DNA methylation by low-dose irradiation, we performed gene ontology (GO) analysis to predict the possible biological network mediating the effect of low-dose radiation. In addition, we performed comprehensive validation using methylation and gene expression analyses, and ChIP assay to identify useful biomarkers among candidate genes for use in detecting low-dose radiation exposure in human primary normal ECs. RESULTS Low-dose radiation is sufficient to induce global DNA methylation alterations in normal EC lines. GO analysis demonstrated that these hyper- or hypo-methylated genes were linked to diverse biological pathways. Our findings indicated a robust correlation between promoter hypermethylation and transcriptional downregulation of four genes (PGRMC1, UNC119B, RERE, and FNDC3B) in response to low-dose ionizing radiation in HAECs. CONCLUSIONS Based on these findings, the identified genes can serve as potential DNA methylation biomarkers for the assessment of cardiovascular risk upon exposure to low-dose radiation.
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Affiliation(s)
- Jihye Park
- Department of Microbiology, Dankook University, Cheonan, 31116, South Korea
| | - Hae-June Lee
- Division of Radiation Biomedical Research, Korea Institute of Radiological and Medical Sciences, Seoul, 01812, South Korea
| | - Yu Kyeong Han
- Department of Microbiology and Immunology, College of Medicine, Inje University, Busan, 47392, South Korea
| | - Keunsoo Kang
- Department of Microbiology, Dankook University, Cheonan, 31116, South Korea
| | - Joo Mi Yi
- Department of Microbiology and Immunology, College of Medicine, Inje University, Busan, 47392, South Korea.
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24
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Lamenza FF, Upadhaya P, Roth P, Shrestha S, Jagadeesha S, Horn N, Pracha H, Oghumu S. Berries vs. Disease: Revenge of the Phytochemicals. Pharmaceuticals (Basel) 2024; 17:84. [PMID: 38256917 PMCID: PMC10818490 DOI: 10.3390/ph17010084] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2023] [Revised: 01/03/2024] [Accepted: 01/05/2024] [Indexed: 01/24/2024] Open
Abstract
Secondary metabolites and phytochemicals in plant-based diets are known to possess properties that inhibit the development of several diseases including a variety of cancers of the aerodigestive tract. Berries are currently of high interest to researchers due to their high dietary source of phytochemicals. Black raspberries (BRB), Rubus occidentalis, are of special interest due to their rich and diverse composition of phytochemicals. In this review, we present the most up-to-date preclinical and clinical data involving berries and their phytochemicals in the chemoprevention of a variety of cancers and diseases. BRBs possess a variety of health benefits including anti-proliferative properties, anti-inflammatory activity, activation of pro-cell-death pathways, modulation of the immune response, microbiome modulation, reduction in oxidative stress, and many more. However, little has been done in both preclinical and clinical settings on the effects of BRB administration in combination with other cancer therapies currently available for patients. With the high potential for BRBs as chemopreventive agents, there is a need to investigate their potential in combination with other treatments to improve therapeutic efficacy.
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Affiliation(s)
- Felipe F. Lamenza
- Department of Pathology, The Ohio State University Wexner Medical Center, Columbus, OH 43210, USA; (F.F.L.); (P.U.); (P.R.); (S.S.); (S.J.); (N.H.); (H.P.)
- Department of Microbiology, The Ohio State University, Columbus, OH 43210, USA
| | - Puja Upadhaya
- Department of Pathology, The Ohio State University Wexner Medical Center, Columbus, OH 43210, USA; (F.F.L.); (P.U.); (P.R.); (S.S.); (S.J.); (N.H.); (H.P.)
| | - Peyton Roth
- Department of Pathology, The Ohio State University Wexner Medical Center, Columbus, OH 43210, USA; (F.F.L.); (P.U.); (P.R.); (S.S.); (S.J.); (N.H.); (H.P.)
| | - Suvekshya Shrestha
- Department of Pathology, The Ohio State University Wexner Medical Center, Columbus, OH 43210, USA; (F.F.L.); (P.U.); (P.R.); (S.S.); (S.J.); (N.H.); (H.P.)
- Department of Microbiology, The Ohio State University, Columbus, OH 43210, USA
| | - Sushmitha Jagadeesha
- Department of Pathology, The Ohio State University Wexner Medical Center, Columbus, OH 43210, USA; (F.F.L.); (P.U.); (P.R.); (S.S.); (S.J.); (N.H.); (H.P.)
| | - Natalie Horn
- Department of Pathology, The Ohio State University Wexner Medical Center, Columbus, OH 43210, USA; (F.F.L.); (P.U.); (P.R.); (S.S.); (S.J.); (N.H.); (H.P.)
| | - Hasan Pracha
- Department of Pathology, The Ohio State University Wexner Medical Center, Columbus, OH 43210, USA; (F.F.L.); (P.U.); (P.R.); (S.S.); (S.J.); (N.H.); (H.P.)
| | - Steve Oghumu
- Department of Pathology, The Ohio State University Wexner Medical Center, Columbus, OH 43210, USA; (F.F.L.); (P.U.); (P.R.); (S.S.); (S.J.); (N.H.); (H.P.)
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25
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Woost PG, William BM, Cooper BW, Ueda Oshima M, Otegbeye F, De Lima MJ, Wald D, Mahfouz RZ, Saunthararajah Y, Stefan T, Jacobberger JW. Flow cytometry of DNMT1 as a biomarker of hypomethylating therapies. CYTOMETRY. PART B, CLINICAL CYTOMETRY 2024; 106:11-24. [PMID: 38345160 PMCID: PMC11000818 DOI: 10.1002/cyto.b.22158] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/22/2023] [Accepted: 12/19/2023] [Indexed: 02/24/2024]
Abstract
The 5-azacytidine (AZA) and decitabine (DEC) are noncytotoxic, differentiation-inducing therapies approved for treatment of myelodysplastic syndrome, acute myeloid leukemias (AML), and under evaluation as maintenance therapy for AML postallogeneic hematopoietic stem cell transplant and to treat hemoglobinapathies. Malignant cell cytoreduction is thought to occur by S-phase specific depletion of the key epigenetic regulator, DNA methyltransferase 1 (DNMT1) that, in the case of cancers, thereby releases terminal-differentiation programs. DNMT1-targeting can also elevate expression of immune function genes (HLA-DR, MICA, MICB) to stimulate graft versus leukemia effects. In vivo, there is a large inter-individual variability in DEC and 5-AZA activity because of pharmacogenetic factors, and an assay to quantify the molecular pharmacodynamic effect of DNMT1-depletion is a logical step toward individualized or personalized therapy. We developed and analytically validated a flow cytometric assay for DNMT1 epitope levels in blood and bone marrow cell subpopulations defined by immunophenotype and cell cycle state. Wild type (WT) and DNMT1 knock out (DKO) HC116 cells were used to select and optimize a highly specific DNMT1 monoclonal antibody. Methodologic validation of the assay consisted of cytometry and matching immunoblots of HC116-WT and -DKO cells and peripheral blood mononuclear cells; flow cytometry of H116-WT treated with DEC, and patient samples before and after treatment with 5-AZA. Analysis of patient samples demonstrated assay reproducibility, variation in patient DNMT1 levels prior to treatment, and DNMT1 depletion posttherapy. A flow-cytometry assay has been developed that in the research setting of clinical trials can inform studies of DEC or 5-AZA treatment to achieve targeted molecular pharmacodynamic effects and better understand treatment-resistance/failure.
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Affiliation(s)
- Philip G Woost
- Case Comprehensive Cancer Center, Case Western Reserve University, Cleveland, Ohio, USA
| | - Basem M William
- Case Comprehensive Cancer Center, Case Western Reserve University, Cleveland, Ohio, USA
- Department of Medicine, Division of Hematology, and Oncology and Stem Cell Transplant Program, Case Western Reserve University, Cleveland, Ohio, USA
- Department of Pathology, Case Western Reserve University, Cleveland, Ohio, USA
| | - Brenda W Cooper
- Case Comprehensive Cancer Center, Case Western Reserve University, Cleveland, Ohio, USA
- Department of Medicine, Division of Hematology, and Oncology and Stem Cell Transplant Program, Case Western Reserve University, Cleveland, Ohio, USA
| | - Masumi Ueda Oshima
- Case Comprehensive Cancer Center, Case Western Reserve University, Cleveland, Ohio, USA
- Department of Medicine, Division of Hematology, and Oncology and Stem Cell Transplant Program, Case Western Reserve University, Cleveland, Ohio, USA
| | - Folashade Otegbeye
- Case Comprehensive Cancer Center, Case Western Reserve University, Cleveland, Ohio, USA
- Department of Medicine, Division of Hematology, and Oncology and Stem Cell Transplant Program, Case Western Reserve University, Cleveland, Ohio, USA
| | - Marcos J De Lima
- Case Comprehensive Cancer Center, Case Western Reserve University, Cleveland, Ohio, USA
- Department of Medicine, Division of Hematology, and Oncology and Stem Cell Transplant Program, Case Western Reserve University, Cleveland, Ohio, USA
| | - David Wald
- Case Comprehensive Cancer Center, Case Western Reserve University, Cleveland, Ohio, USA
- Translational Hematology and Oncology Research, Taussig Cancer Institute, Cleveland Clinic, Cleveland, Ohio, USA
| | - Reda Z Mahfouz
- Translational Hematology and Oncology Research, Taussig Cancer Institute, Cleveland Clinic, Cleveland, Ohio, USA
| | - Yogen Saunthararajah
- Case Comprehensive Cancer Center, Case Western Reserve University, Cleveland, Ohio, USA
- Translational Hematology and Oncology Research, Taussig Cancer Institute, Cleveland Clinic, Cleveland, Ohio, USA
| | - Tammy Stefan
- Case Comprehensive Cancer Center, Case Western Reserve University, Cleveland, Ohio, USA
| | - James W Jacobberger
- Case Comprehensive Cancer Center, Case Western Reserve University, Cleveland, Ohio, USA
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Ren G, Li H, Hong D, Hu F, Jin R, Wu S, Sun W, Jin H, Zhao L, Zhang X, Liu D, Huang C, Huang H. LINC00955 suppresses colorectal cancer growth by acting as a molecular scaffold of TRIM25 and Sp1 to Inhibit DNMT3B-mediated methylation of the PHIP promoter. BMC Cancer 2023; 23:898. [PMID: 37742010 PMCID: PMC10518100 DOI: 10.1186/s12885-023-11403-2] [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: 04/02/2023] [Accepted: 09/14/2023] [Indexed: 09/25/2023] Open
Abstract
BACKGROUND Long non-coding RNAs play an important role in the development of colorectal cancer (CRC), while many CRC-related lncRNAs have not yet been identified. METHODS The relationship between the expression of LINC00955 (Long Intergenic Non-protein Coding RNA 955) and the prognosis of colorectal cancer patients was analyzed using the sequencing results of the TCGA database. LINC00955 expression levels were measured using qRT-PCR. The anti-proliferative activity of LINC00955 was evaluated using CRC cell lines in vitro and xenograft models in nude mice in vivo. The interaction of TRIM25-Sp1-DNMT3B-PHIP-CDK2 was analyzed by western blotting, protein degradation experiment, luciferase, RNA-IP, RNA pull-down assays and immunohistochemically analysis. The biological roles of LINC00955, tripartite motif containing 25 (TRIM25), Sp1 transcription factor (Sp1), DNA methyltransferase 3 beta (DNMT3B), pleckstrin homology domain interacting protein (PHIP), cyclin dependent kinase 2 (CDK2) in colorectal cancer cells were analyzed using ATP assays, Soft agar experiments and EdU assays. RESULTS The present study showed that LINC00955 is downregulated in CRC tissues, and such downregulation is associated with poor prognosis of CRC patients. We found that LINC00955 can inhibit CRC cell growth both in vitro and in vivo. Evaluation of its mechanism of action showed that LINC00955 acts as a scaffold molecule that directly promotes the binding of TRIM25 to Sp1, and promotes ubiquitination and degradation of Sp1, thereby attenuating transcription and expression of DNMT3B. DNMT3B inhibition results in hypomethylation of the PHIP promoter, in turn increasing PHIP transcription and promoting ubiquitination and degradation of CDK2, ultimately leading to G0/G1 growth arrest and inhibition of CRC cell growth. CONCLUSIONS These findings indicate that downregulation of LINC00955 in CRC cells promotes tumor growth through the TRIM25/Sp1/DNMT3B/PHIP/CDK2 regulatory axis, suggesting that LINC00955 may be a potential target for the therapy of CRC.
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Affiliation(s)
- Ganglin Ren
- Zhejiang Provincial Key Laboratory of Medical Genetics, Key Laboratory of Laboratory Medicine, Ministry of Education, China, School of Laboratory Medicine and Life Sciences, Wenzhou Medical University, Wenzhou, 325035, Zhejiang, China
- Jiaxing Center for Disease Control and Prevention, Jiaxing, 314050, Zhejiang, China
| | - Hongyan Li
- Zhejiang Provincial Key Laboratory of Medical Genetics, Key Laboratory of Laboratory Medicine, Ministry of Education, China, School of Laboratory Medicine and Life Sciences, Wenzhou Medical University, Wenzhou, 325035, Zhejiang, China
| | - Dan Hong
- Zhejiang Provincial Key Laboratory of Medical Genetics, Key Laboratory of Laboratory Medicine, Ministry of Education, China, School of Laboratory Medicine and Life Sciences, Wenzhou Medical University, Wenzhou, 325035, Zhejiang, China
| | - Fangyu Hu
- Zhejiang Provincial Key Laboratory of Medical Genetics, Key Laboratory of Laboratory Medicine, Ministry of Education, China, School of Laboratory Medicine and Life Sciences, Wenzhou Medical University, Wenzhou, 325035, Zhejiang, China
| | - Rongjia Jin
- Zhejiang Provincial Key Laboratory of Medical Genetics, Key Laboratory of Laboratory Medicine, Ministry of Education, China, School of Laboratory Medicine and Life Sciences, Wenzhou Medical University, Wenzhou, 325035, Zhejiang, China
| | - Shuang Wu
- Zhejiang Provincial Key Laboratory of Medical Genetics, Key Laboratory of Laboratory Medicine, Ministry of Education, China, School of Laboratory Medicine and Life Sciences, Wenzhou Medical University, Wenzhou, 325035, Zhejiang, China
| | - Wenhao Sun
- Zhejiang Provincial Key Laboratory of Medical Genetics, Key Laboratory of Laboratory Medicine, Ministry of Education, China, School of Laboratory Medicine and Life Sciences, Wenzhou Medical University, Wenzhou, 325035, Zhejiang, China
| | - Honglei Jin
- Zhejiang Provincial Key Laboratory of Medical Genetics, Key Laboratory of Laboratory Medicine, Ministry of Education, China, School of Laboratory Medicine and Life Sciences, Wenzhou Medical University, Wenzhou, 325035, Zhejiang, China
| | - Lingling Zhao
- Zhejiang Provincial Key Laboratory of Medical Genetics, Key Laboratory of Laboratory Medicine, Ministry of Education, China, School of Laboratory Medicine and Life Sciences, Wenzhou Medical University, Wenzhou, 325035, Zhejiang, China
| | - Xiaodong Zhang
- The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, 325035, Zhejiang, China
| | - Dongxiang Liu
- Center for Chemical Biology, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, 201203, China.
| | - Chuanshu Huang
- Zhejiang Provincial Key Laboratory of Medical Genetics, Key Laboratory of Laboratory Medicine, Ministry of Education, China, School of Laboratory Medicine and Life Sciences, Wenzhou Medical University, Wenzhou, 325035, Zhejiang, China.
| | - Haishan Huang
- Zhejiang Provincial Key Laboratory of Medical Genetics, Key Laboratory of Laboratory Medicine, Ministry of Education, China, School of Laboratory Medicine and Life Sciences, Wenzhou Medical University, Wenzhou, 325035, Zhejiang, China.
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Jiachen Z, Paul Kwong Hang T, Kenneth Kak Yuen W, Vincent Chi Hang L. Pathological role of methionine in the initiation and progression of biliary atresia. Front Pediatr 2023; 11:1263836. [PMID: 37772039 PMCID: PMC10522914 DOI: 10.3389/fped.2023.1263836] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/20/2023] [Accepted: 08/21/2023] [Indexed: 09/30/2023] Open
Abstract
Methionine (Met) is an essential amino acid, and its excessive dietary intake and/or its metabolism disturbance could lead to accumulation/depletion of hepatic Met and some of the key intermediates of these pathways, which would interfere normal liver function and would be associated with liver diseases. Biliary atresia (BA) is a life-threatening disease characterized by inflammatory fibrosclerosing changes of the intrahepatic and extrahepatic biliary systems and is the primary cause of obstructive neonatal cholestasis with a rapid course of liver failure. However, its pathogenesis remains unknown. Previous studies reported elevated Met level in patients with obstructive cholestasis, suggesting a potential link between Met and BA. This paper reviews the Met metabolism in normal conditions and its dysregulation under abnormal conditions, the possible causes of hypermethioninemia, and its connection to BA pathogenesis: Abnormal hepatic level of Met could lead to a perturbation of redox homeostasis and mitochondrial functions of hepatocytes, enhancement of viral infectivity, and dysregulation of innate and adaptative immune cells in response to infection/damage of the liver contributing to the initiation/progression of BA.
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Affiliation(s)
- Zheng Jiachen
- Department of Surgery, School of Clinical Medicine, The University of Hong Kong, Hong Kong, Hong Kong SAR, China
| | - Tam Paul Kwong Hang
- Faculty of Medicine, Macau University of Science and Technology, Macau, Macau SAR, China
| | - Wong Kenneth Kak Yuen
- Department of Surgery, School of Clinical Medicine, The University of Hong Kong, Hong Kong, Hong Kong SAR, China
- Department of Surgery, University of Hong Kong-Shenzhen Hospital, Shenzhen, China
| | - Lui Vincent Chi Hang
- Department of Surgery, School of Clinical Medicine, The University of Hong Kong, Hong Kong, Hong Kong SAR, China
- Dr. Li Dak-Sum Research Centre, The University of Hong Kong, Hong Kong, Hong Kong SAR, China
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28
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Steers GJ, O’Leary BR, Du J, Wagner BA, Carroll RS, Domann FE, Goswami PC, Buettner GR, Cullen JJ. Pharmacologic Ascorbate and DNMT Inhibitors Increase DUOX Expression and Peroxide-Mediated Toxicity in Pancreatic Cancer. Antioxidants (Basel) 2023; 12:1683. [PMID: 37759986 PMCID: PMC10525653 DOI: 10.3390/antiox12091683] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2023] [Revised: 08/23/2023] [Accepted: 08/25/2023] [Indexed: 09/29/2023] Open
Abstract
Recent studies have demonstrated an important role for vitamin C in the epigenetic regulation of cancer-related genes via DNA demethylation by the ten-eleven translocation (TET) methylcytosine dioxygenase enzymes. DNA methyltransferase (DNMT) reverses this, increasing DNA methylation and decreasing gene expression. Dual oxidase (DUOX) enzymes produce hydrogen peroxide (H2O2) in normal pancreatic tissue but are silenced in pancreatic cancer (PDAC). Treatment of PDAC with pharmacologic ascorbate (P-AscH-, intravenous, high dose vitamin C) increases DUOX expression. We hypothesized that inhibiting DNMT may act synergistically with P-AscH- to further increase DUOX expression and cytotoxicity of PDAC. PDAC cells demonstrated dose-dependent increases in DUOX mRNA and protein expression when treated with DNMT inhibitors. PDAC cells treated with P-AscH- + DNMT inhibitors demonstrated increased DUOX expression, increased intracellular oxidation, and increased cytotoxicity in vitro and in vivo compared to either treatment alone. These findings suggest a potential therapeutic, epigenetic mechanism to treat PDAC.
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Affiliation(s)
- Garett J. Steers
- Free Radical and Radiation Biology Division, Department of Radiation Oncology, Iowa City, IA 52242, USA; (G.J.S.); (B.R.O.); (J.D.); (B.A.W.); (R.S.C.); (F.E.D.); (P.C.G.); (G.R.B.)
- The Department of Surgery, The University of Iowa Carver College of Medicine, Iowa City, IA 52242, USA
| | - Brianne R. O’Leary
- Free Radical and Radiation Biology Division, Department of Radiation Oncology, Iowa City, IA 52242, USA; (G.J.S.); (B.R.O.); (J.D.); (B.A.W.); (R.S.C.); (F.E.D.); (P.C.G.); (G.R.B.)
- The Department of Surgery, The University of Iowa Carver College of Medicine, Iowa City, IA 52242, USA
| | - Juan Du
- Free Radical and Radiation Biology Division, Department of Radiation Oncology, Iowa City, IA 52242, USA; (G.J.S.); (B.R.O.); (J.D.); (B.A.W.); (R.S.C.); (F.E.D.); (P.C.G.); (G.R.B.)
- The Department of Surgery, The University of Iowa Carver College of Medicine, Iowa City, IA 52242, USA
| | - Brett A. Wagner
- Free Radical and Radiation Biology Division, Department of Radiation Oncology, Iowa City, IA 52242, USA; (G.J.S.); (B.R.O.); (J.D.); (B.A.W.); (R.S.C.); (F.E.D.); (P.C.G.); (G.R.B.)
| | - Rory S. Carroll
- Free Radical and Radiation Biology Division, Department of Radiation Oncology, Iowa City, IA 52242, USA; (G.J.S.); (B.R.O.); (J.D.); (B.A.W.); (R.S.C.); (F.E.D.); (P.C.G.); (G.R.B.)
- The Department of Surgery, The University of Iowa Carver College of Medicine, Iowa City, IA 52242, USA
| | - Frederick E. Domann
- Free Radical and Radiation Biology Division, Department of Radiation Oncology, Iowa City, IA 52242, USA; (G.J.S.); (B.R.O.); (J.D.); (B.A.W.); (R.S.C.); (F.E.D.); (P.C.G.); (G.R.B.)
| | - Prabhat C. Goswami
- Free Radical and Radiation Biology Division, Department of Radiation Oncology, Iowa City, IA 52242, USA; (G.J.S.); (B.R.O.); (J.D.); (B.A.W.); (R.S.C.); (F.E.D.); (P.C.G.); (G.R.B.)
| | - Garry R. Buettner
- Free Radical and Radiation Biology Division, Department of Radiation Oncology, Iowa City, IA 52242, USA; (G.J.S.); (B.R.O.); (J.D.); (B.A.W.); (R.S.C.); (F.E.D.); (P.C.G.); (G.R.B.)
| | - Joseph J. Cullen
- Free Radical and Radiation Biology Division, Department of Radiation Oncology, Iowa City, IA 52242, USA; (G.J.S.); (B.R.O.); (J.D.); (B.A.W.); (R.S.C.); (F.E.D.); (P.C.G.); (G.R.B.)
- The Department of Surgery, The University of Iowa Carver College of Medicine, Iowa City, IA 52242, USA
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Fink EE, Nanavaty V, Lee BH, Ting AH. Heat shock induces alternative polyadenylation through dynamic DNA methylation-regulated chromatin looping. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.08.25.554792. [PMID: 37662379 PMCID: PMC10473739 DOI: 10.1101/2023.08.25.554792] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/05/2023]
Abstract
Alternative cleavage and polyadenylation (APA) is a gene regulatory mechanism used by cells under stress to upregulate proteostasis-promoting transcripts, but how cells achieve this remains poorly understood. Previously, we elucidated a DNA methylation-regulated APA mechanism, in which gene body DNA methylation enhances distal poly(A) isoform expression by blocking CTCF binding and chromatin loop formation at APA control regions. We hypothesized that DNA methylation-regulated APA is one mechanism cells employ to induce proteostasis-promoting poly(A) isoforms. At the DNAJB6 co-chaperone gene locus, acute heat shock resulted in binding of stress response transcription factors HSF1, ATF6, and YY1 at the APA control region and an increase in the expression of the proximal poly(A) isoform known to prevent protein aggregation. Furthermore, TET1 was recruited to rapidly demethylate DNA, facilitating CTCF binding and chromatin loop formation, thereby reinforcing preferential proximal poly(A) isoform expression. As cells recovered, the transcription factors vacated the APA control region, and DNMT1 was recruited to remethylate the region. This process resolved chromatin looping and reset the poly(A) isoform expression pattern. Our findings unveil an epigenetic mechanism enabling cells to dynamically modulate poly(A) isoforms in response to stress while shedding light on the interplay between DNA methylation, transcription factors, and chromatin looping.
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30
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Jacquet E, Chuffart F, Vitte AL, Nika E, Mousseau M, Khochbin S, Rousseaux S, Bourova-Flin E. Aberrant activation of five embryonic stem cell-specific genes robustly predicts a high risk of relapse in breast cancers. BMC Genomics 2023; 24:463. [PMID: 37592220 PMCID: PMC10436393 DOI: 10.1186/s12864-023-09571-3] [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: 05/19/2023] [Accepted: 08/09/2023] [Indexed: 08/19/2023] Open
Abstract
BACKGROUND In breast cancer, as in all cancers, genetic and epigenetic deregulations can result in out-of-context expressions of a set of normally silent tissue-specific genes. The activation of some of these genes in various cancers empowers tumours cells with new properties and drives enhanced proliferation and metastatic activity, leading to a poor survival prognosis. RESULTS In this work, we undertook an unprecedented systematic and unbiased analysis of out-of-context activations of a specific set of tissue-specific genes from testis, placenta and embryonic stem cells, not expressed in normal breast tissue as a source of novel prognostic biomarkers. To this end, we combined a strict machine learning framework of transcriptomic data analysis, and successfully created a new robust tool, validated in several independent datasets, which is able to identify patients with a high risk of relapse. This unbiased approach allowed us to identify a panel of five biomarkers, DNMT3B, EXO1, MCM10, CENPF and CENPE, that are robustly and significantly associated with disease-free survival prognosis in breast cancer. Based on these findings, we created a new Gene Expression Classifier (GEC) that stratifies patients. Additionally, thanks to the identified GEC, we were able to paint the specific molecular portraits of the particularly aggressive tumours, which show characteristics of male germ cells, with a particular metabolic gene signature, associated with an enrichment in pro-metastatic and pro-proliferation gene expression. CONCLUSIONS The GEC classifier is able to reliably identify patients with a high risk of relapse at early stages of the disease. We especially recommend to use the GEC tool for patients with the luminal-A molecular subtype of breast cancer, generally considered of a favourable disease-free survival prognosis, to detect the fraction of patients undergoing a high risk of relapse.
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Affiliation(s)
- Emmanuelle Jacquet
- Université Grenoble Alpes, INSERM U1209, CNRS UMR5309, EpiMed, Institute for Advanced Biosciences, Grenoble, France
- Université Grenoble Alpes, CHU Grenoble Alpes, Medical Oncology Unit, Cancer and Blood Diseases Department, Grenoble, France
| | - Florent Chuffart
- Université Grenoble Alpes, INSERM U1209, CNRS UMR5309, EpiMed, Institute for Advanced Biosciences, Grenoble, France
| | - Anne-Laure Vitte
- Université Grenoble Alpes, INSERM U1209, CNRS UMR5309, EpiMed, Institute for Advanced Biosciences, Grenoble, France
| | - Eleni Nika
- Université Grenoble Alpes, CHU Grenoble Alpes, Department of Pathology, Grenoble, France
| | - Mireille Mousseau
- Université Grenoble Alpes, CHU Grenoble Alpes, Medical Oncology Unit, Cancer and Blood Diseases Department, Grenoble, France
- Université Grenoble Alpes, INSERM U1039, Bioclinical Radiopharmaceuticals, Grenoble, France
| | - Saadi Khochbin
- Université Grenoble Alpes, INSERM U1209, CNRS UMR5309, EpiMed, Institute for Advanced Biosciences, Grenoble, France
| | - Sophie Rousseaux
- Université Grenoble Alpes, INSERM U1209, CNRS UMR5309, EpiMed, Institute for Advanced Biosciences, Grenoble, France
| | - Ekaterina Bourova-Flin
- Université Grenoble Alpes, INSERM U1209, CNRS UMR5309, EpiMed, Institute for Advanced Biosciences, Grenoble, France.
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Wang F, Xu Y, Wang R, Zhang B, Smith N, Notaro A, Gaerlan S, Kutschera E, Kadash-Edmondson KE, Xing Y, Lin L. TEQUILA-seq: a versatile and low-cost method for targeted long-read RNA sequencing. Nat Commun 2023; 14:4760. [PMID: 37553321 PMCID: PMC10409798 DOI: 10.1038/s41467-023-40083-6] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2022] [Accepted: 07/11/2023] [Indexed: 08/10/2023] Open
Abstract
Long-read RNA sequencing (RNA-seq) is a powerful technology for transcriptome analysis, but the relatively low throughput of current long-read sequencing platforms limits transcript coverage. One strategy for overcoming this bottleneck is targeted long-read RNA-seq for preselected gene panels. We present TEQUILA-seq, a versatile, easy-to-implement, and low-cost method for targeted long-read RNA-seq utilizing isothermally linear-amplified capture probes. When performed on the Oxford nanopore platform with multiple gene panels of varying sizes, TEQUILA-seq consistently and substantially enriches transcript coverage while preserving transcript quantification. We profile full-length transcript isoforms of 468 actionable cancer genes across 40 representative breast cancer cell lines. We identify transcript isoforms enriched in specific subtypes and discover novel transcript isoforms in extensively studied cancer genes such as TP53. Among cancer genes, tumor suppressor genes (TSGs) are significantly enriched for aberrant transcript isoforms targeted for degradation via mRNA nonsense-mediated decay, revealing a common RNA-associated mechanism for TSG inactivation. TEQUILA-seq reduces the per-reaction cost of targeted capture by 2-3 orders of magnitude, as compared to a standard commercial solution. TEQUILA-seq can be broadly used for targeted sequencing of full-length transcripts in diverse biomedical research settings.
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Affiliation(s)
- Feng Wang
- Center for Computational and Genomic Medicine, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Yang Xu
- Center for Computational and Genomic Medicine, Children's Hospital of Philadelphia, Philadelphia, PA, USA
- Graduate Group in Genomics and Computational Biology, University of Pennsylvania, Philadelphia, PA, USA
| | - Robert Wang
- Center for Computational and Genomic Medicine, Children's Hospital of Philadelphia, Philadelphia, PA, USA
- Graduate Group in Genomics and Computational Biology, University of Pennsylvania, Philadelphia, PA, USA
| | - Beatrice Zhang
- Center for Computational and Genomic Medicine, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Noah Smith
- Center for Computational and Genomic Medicine, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Amber Notaro
- Center for Computational and Genomic Medicine, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Samantha Gaerlan
- Center for Computational and Genomic Medicine, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Eric Kutschera
- Center for Computational and Genomic Medicine, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Kathryn E Kadash-Edmondson
- Center for Computational and Genomic Medicine, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Yi Xing
- Center for Computational and Genomic Medicine, Children's Hospital of Philadelphia, Philadelphia, PA, USA.
- Department of Pathology and Laboratory Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA.
- Department of Biomedical and Health Informatics, Children's Hospital of Philadelphia, Philadelphia, PA, USA.
| | - Lan Lin
- Department of Pathology and Laboratory Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA.
- Raymond G. Perelman Center for Cellular and Molecular Therapeutics, Children's Hospital of Philadelphia, Philadelphia, PA, USA.
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Cai C, Zhu Y, Mu J, Liu S, Yang Z, Wu Z, Zhao C, Song X, Ye Y, Gu J, Sang Y, Wu X, Gong W. DNA methylation of RUNX3 promotes the progression of gallbladder cancer through repressing SLC7A11-mediated ferroptosis. Cell Signal 2023; 108:110710. [PMID: 37156453 DOI: 10.1016/j.cellsig.2023.110710] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2023] [Revised: 04/17/2023] [Accepted: 05/05/2023] [Indexed: 05/10/2023]
Abstract
Gallbladder cancer (GBC) is a type of rare but highly aggressive cancer with a dismal prognosis. Runt-related transcription factor 3 (RUNX3), a member of the runt-domain family, and its promoter methylation have been widely observed in a variety of human malignancies. However, the biological function and underlying mechanism of RUNX3 in GBC remain elusive. In this study, bisulfate sequencing PCR (BSP), Western blot, and qPCR were applied to identify the expression level and DNA methylation level of RUNX3 in GBC tissues and cells. The transcriptional relationship between RUNX3 and Inhibitor of growth 1 (ING1) was validated by dual-luciferase reporter assay and ChIP assay. A series of gain-of-function and loss-of-function assays were performed to detect the function and the regulatory relationship of RUNX3 in vitro and in vivo. RUNX3 was aberrantly downregulated in GBC cells and tissues caused by DNA Methyltransferase 1 (DNMT1)-mediated methylation, and downregulation of RUNX3 is associated with poor prognosis of GBC patients. Functional experiments reveal that RUNX3 can induce ferroptosis of GBC cells in vitro and in vivo. Mechanistically, RUNX3 induces ferroptosis by activating ING1 transcription, thereby repressing SLC7A11 in a p53-dependent manner. In conclusion, the downregulation of RUNX3 is mediated by DNA methylation, which promotes the pathogenesis of gallbladder cancer through attenuating SLC7A11-mediated ferroptosis. This study gives novel insights into the role of RUNX3 in the ferroptosis of GBC cells, which may contribute to developing potential treatment targets for GBC.
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Affiliation(s)
- Chen Cai
- Department of General Surgery, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, No. 1665 Kongjiang Road, Shanghai 200092, China; Shanghai Key Laboratory of Biliary Tract Disease Research, No. 1665 Kongjiang Road, Shanghai 200092, China.
| | - Yidi Zhu
- Department of General Surgery, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, No. 1665 Kongjiang Road, Shanghai 200092, China; Shanghai Key Laboratory of Biliary Tract Disease Research, No. 1665 Kongjiang Road, Shanghai 200092, China
| | - Jiasheng Mu
- Department of General Surgery, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, No. 1665 Kongjiang Road, Shanghai 200092, China; Shanghai Key Laboratory of Biliary Tract Disease Research, No. 1665 Kongjiang Road, Shanghai 200092, China
| | - Shilei Liu
- Department of General Surgery, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, No. 1665 Kongjiang Road, Shanghai 200092, China; Shanghai Key Laboratory of Biliary Tract Disease Research, No. 1665 Kongjiang Road, Shanghai 200092, China
| | - Ziyi Yang
- Department of General Surgery, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, No. 1665 Kongjiang Road, Shanghai 200092, China; Shanghai Key Laboratory of Biliary Tract Disease Research, No. 1665 Kongjiang Road, Shanghai 200092, China
| | - Ziyou Wu
- Department of General Surgery, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, No. 1665 Kongjiang Road, Shanghai 200092, China; Shanghai Key Laboratory of Biliary Tract Disease Research, No. 1665 Kongjiang Road, Shanghai 200092, China.
| | - Cheng Zhao
- Department of General Surgery, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, No. 1665 Kongjiang Road, Shanghai 200092, China; Shanghai Key Laboratory of Biliary Tract Disease Research, No. 1665 Kongjiang Road, Shanghai 200092, China.
| | - Xiaoling Song
- Department of General Surgery, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, No. 1665 Kongjiang Road, Shanghai 200092, China; Shanghai Key Laboratory of Biliary Tract Disease Research, No. 1665 Kongjiang Road, Shanghai 200092, China
| | - Yuanyuan Ye
- Department of General Surgery, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, No. 1665 Kongjiang Road, Shanghai 200092, China; Shanghai Key Laboratory of Biliary Tract Disease Research, No. 1665 Kongjiang Road, Shanghai 200092, China
| | - Jun Gu
- Department of General Surgery, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, No. 1665 Kongjiang Road, Shanghai 200092, China; Department of General Surgery, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Chongming Branch. No. 25 Nanmen Road, Shanghai 202150, China
| | - Yuer Sang
- Department of Gastroenterology, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, No. 1665 Kongjiang Road, Shanghai 200092, China.
| | - Xiangsong Wu
- Department of General Surgery, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, No. 1665 Kongjiang Road, Shanghai 200092, China; Shanghai Key Laboratory of Biliary Tract Disease Research, No. 1665 Kongjiang Road, Shanghai 200092, China.
| | - Wei Gong
- Department of General Surgery, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, No. 1665 Kongjiang Road, Shanghai 200092, China; Shanghai Key Laboratory of Biliary Tract Disease Research, No. 1665 Kongjiang Road, Shanghai 200092, China.
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Šikrová D, Testa AM, Willemsen I, van den Heuvel A, Tapscott SJ, Daxinger L, Balog J, van der Maarel SM. SMCHD1 and LRIF1 converge at the FSHD-associated D4Z4 repeat and LRIF1 promoter yet display different modes of action. Commun Biol 2023; 6:677. [PMID: 37380887 DOI: 10.1038/s42003-023-05053-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2022] [Accepted: 06/17/2023] [Indexed: 06/30/2023] Open
Abstract
Facioscapulohumeral muscular dystrophy (FSHD) is caused by the epigenetic derepression of the 4q-linked D4Z4 macrosatellite repeat resulting in inappropriate expression of the D4Z4 repeat-encoded DUX4 gene in skeletal muscle. In 5% of FSHD cases, D4Z4 chromatin relaxation is due to germline mutations in one of the chromatin modifiers SMCHD1, DNMT3B or LRIF1. The mechanism of SMCHD1- and LRIF1-mediated D4Z4 repression is not clear. We show that somatic loss-of-function of either SMCHD1 or LRIF1 does not result in D4Z4 chromatin changes and that SMCHD1 and LRIF1 form an auxiliary layer of D4Z4 repressive mechanisms. We uncover that SMCHD1, together with the long isoform of LRIF1, binds to the LRIF1 promoter and silences LRIF1 expression. The interdependency of SMCHD1 and LRIF1 binding differs between D4Z4 and the LRIF1 promoter, and both loci show different transcriptional responses to either early developmentally or somatically perturbed chromatin function of SMCHD1 and LRIF1.
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Affiliation(s)
- Darina Šikrová
- Department of Human Genetics, Leiden University Medical Center, 2333ZC, Leiden, The Netherlands
| | - Alessandra M Testa
- Department of Human Genetics, Leiden University Medical Center, 2333ZC, Leiden, The Netherlands
- Department of Biomedical Sciences, University of Padua, 35100, Padua, Italy
| | - Iris Willemsen
- Department of Human Genetics, Leiden University Medical Center, 2333ZC, Leiden, The Netherlands
| | - Anita van den Heuvel
- Department of Human Genetics, Leiden University Medical Center, 2333ZC, Leiden, The Netherlands
| | - Stephen J Tapscott
- Human Biology Division, Fred Hutchinson Cancer Research Center, Seattle, WA, 98109, USA
| | - Lucia Daxinger
- Department of Human Genetics, Leiden University Medical Center, 2333ZC, Leiden, The Netherlands
| | - Judit Balog
- Department of Human Genetics, Leiden University Medical Center, 2333ZC, Leiden, The Netherlands
| | - Silvère M van der Maarel
- Department of Human Genetics, Leiden University Medical Center, 2333ZC, Leiden, The Netherlands.
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34
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Bassal MA. The Interplay between Dysregulated Metabolism and Epigenetics in Cancer. Biomolecules 2023; 13:944. [PMID: 37371524 DOI: 10.3390/biom13060944] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2023] [Revised: 05/21/2023] [Accepted: 05/29/2023] [Indexed: 06/29/2023] Open
Abstract
Cellular metabolism (or energetics) and epigenetics are tightly coupled cellular processes. It is arguable that of all the described cancer hallmarks, dysregulated cellular energetics and epigenetics are the most tightly coregulated. Cellular metabolic states regulate and drive epigenetic changes while also being capable of influencing, if not driving, epigenetic reprogramming. Conversely, epigenetic changes can drive altered and compensatory metabolic states. Cancer cells meticulously modify and control each of these two linked cellular processes in order to maintain their tumorigenic potential and capacity. This review aims to explore the interplay between these two processes and discuss how each affects the other, driving and enhancing tumorigenic states in certain contexts.
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Affiliation(s)
- Mahmoud Adel Bassal
- Cancer Science Institute of Singapore, National University of Singapore, Singapore 117599, Singapore
- Harvard Stem Cell Institute, Harvard Medical School, Boston, MA 02115, USA
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35
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Recent advance in nucleic acid amplification-integrated methods for DNA methyltransferase assay. Trends Analyt Chem 2023. [DOI: 10.1016/j.trac.2023.116998] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/25/2023]
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36
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Jung A, Munõz-López Á, Buchmuller BC, Banerjee S, Summerer D. Imaging-Based In Situ Analysis of 5-Methylcytosine at Low Repetitive Single Gene Loci with Transcription-Activator-Like Effector Probes. ACS Chem Biol 2023; 18:230-236. [PMID: 36693632 PMCID: PMC9942090 DOI: 10.1021/acschembio.2c00857] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Abstract
Transcription-activator-like effectors (TALEs) are programmable DNA binding proteins that can be used for sequence-specific, imaging-based analysis of cellular 5-methylcytosine. However, this has so far been limited to highly repetitive satellite DNA. To expand this approach to the analysis of coding single gene loci, we here explore a number of signal amplification strategies for increasing imaging sensitivity with TALEs. We develop a straightforward amplification protocol and employ it to target the MUC4 gene, which features only a small cluster of repeat sequences. This offers high sensitivity imaging of MUC4, and in costaining experiments with pairs of one TALE selective for unmethylated cytosine and one universal control TALE enables analyzing methylation changes in the target independently of changes in target accessibility. These advancements offer prospects for 5-methylcytosine analysis at coding, nonrepetitive gene loci by the use of designed TALE probe collections.
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Affiliation(s)
- Anne Jung
- Faculty
of Chemistry and Chemical Biology, TU Dortmund
University, Otto-Hahn-Str. 6, 44227 Dortmund, Germany
| | - Álvaro Munõz-López
- Faculty
of Chemistry and Chemical Biology, TU Dortmund
University, Otto-Hahn-Str. 6, 44227 Dortmund, Germany,International
Max Planck Research School of Living Matter, Otto-Hahn-Str. 11, 44227 Dortmund, Germany
| | - Benjamin C. Buchmuller
- Faculty
of Chemistry and Chemical Biology, TU Dortmund
University, Otto-Hahn-Str. 6, 44227 Dortmund, Germany,International
Max Planck Research School of Living Matter, Otto-Hahn-Str. 11, 44227 Dortmund, Germany
| | - Sudakshina Banerjee
- Faculty
of Chemistry and Chemical Biology, TU Dortmund
University, Otto-Hahn-Str. 6, 44227 Dortmund, Germany,International
Max Planck Research School of Living Matter, Otto-Hahn-Str. 11, 44227 Dortmund, Germany
| | - Daniel Summerer
- Faculty
of Chemistry and Chemical Biology, TU Dortmund
University, Otto-Hahn-Str. 6, 44227 Dortmund, Germany,International
Max Planck Research School of Living Matter, Otto-Hahn-Str. 11, 44227 Dortmund, Germany,
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37
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Chen M, Assis DM, Benet M, McClung CM, Gordon EA, Ghose S, Dupard SJ, Willetts M, Taron CH, Samuelson JC. Comparative site-specific N-glycoproteome analysis reveals aberrant N-glycosylation and gives insights into mannose-6-phosphate pathway in cancer. Commun Biol 2023; 6:48. [PMID: 36639722 PMCID: PMC9839730 DOI: 10.1038/s42003-023-04439-4] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2022] [Accepted: 01/06/2023] [Indexed: 01/15/2023] Open
Abstract
N-glycosylation is implicated in cancers and aberrant N-glycosylation is recognized as a hallmark of cancer. Here, we mapped and compared the site-specific N-glycoproteomes of colon cancer HCT116 cells and isogenic non-tumorigenic DNMT1/3b double knockout (DKO1) cells using Fbs1-GYR N-glycopeptide enrichment technology and trapped ion mobility spectrometry. Many significant changes in site-specific N-glycosylation were revealed, providing a molecular basis for further elucidation of the role of N-glycosylation in protein function. HCT116 cells display hypersialylation especially in cell surface membrane proteins. Both HCT116 and DKO1 show an abundance of paucimannose and 80% of paucimannose-rich proteins are annotated to reside in exosomes. The most striking N-glycosylation alteration was the degree of mannose-6-phosphate (M6P) modification. N-glycoproteomic analyses revealed that HCT116 displays hyper-M6P modification, which was orthogonally validated by M6P immunodetection. Significant observed differences in N-glycosylation patterns of the major M6P receptor, CI-MPR in HCT116 and DKO1 may contribute to the hyper-M6P phenotype of HCT116 cells. This comparative site-specific N-glycoproteome analysis provides a pool of potential N-glycosylation-related cancer biomarkers, but also gives insights into the M6P pathway in cancer.
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Affiliation(s)
- Minyong Chen
- grid.273406.40000 0004 0376 1796New England Biolabs, 240 County Road, Ipswich, MA 01938 USA
| | - Diego M. Assis
- grid.423270.00000 0004 0491 2576Bruker, 40 Manning Road, Billerica, MA 01821 USA
| | - Matthieu Benet
- grid.273406.40000 0004 0376 1796New England Biolabs, 240 County Road, Ipswich, MA 01938 USA
| | - Colleen M. McClung
- grid.273406.40000 0004 0376 1796New England Biolabs, 240 County Road, Ipswich, MA 01938 USA
| | - Elizabeth A. Gordon
- grid.423270.00000 0004 0491 2576Bruker, 40 Manning Road, Billerica, MA 01821 USA
| | - Shourjo Ghose
- grid.423270.00000 0004 0491 2576Bruker, 40 Manning Road, Billerica, MA 01821 USA
| | - Steven J. Dupard
- grid.273406.40000 0004 0376 1796New England Biolabs, 240 County Road, Ipswich, MA 01938 USA
| | - Matthew Willetts
- grid.423270.00000 0004 0491 2576Bruker, 40 Manning Road, Billerica, MA 01821 USA
| | - Christopher H. Taron
- grid.273406.40000 0004 0376 1796New England Biolabs, 240 County Road, Ipswich, MA 01938 USA
| | - James C. Samuelson
- grid.273406.40000 0004 0376 1796New England Biolabs, 240 County Road, Ipswich, MA 01938 USA
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38
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Spracklin G, Abdennur N, Imakaev M, Chowdhury N, Pradhan S, Mirny LA, Dekker J. Diverse silent chromatin states modulate genome compartmentalization and loop extrusion barriers. Nat Struct Mol Biol 2023; 30:38-51. [PMID: 36550219 PMCID: PMC9851908 DOI: 10.1038/s41594-022-00892-7] [Citation(s) in RCA: 47] [Impact Index Per Article: 23.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2022] [Accepted: 11/01/2022] [Indexed: 12/24/2022]
Abstract
The relationships between chromosomal compartmentalization, chromatin state and function are poorly understood. Here by profiling long-range contact frequencies in HCT116 colon cancer cells, we distinguish three silent chromatin states, comprising two types of heterochromatin and a state enriched for H3K9me2 and H2A.Z that exhibits neutral three-dimensional interaction preferences and which, to our knowledge, has not previously been characterized. We find that heterochromatin marked by H3K9me3, HP1α and HP1β correlates with strong compartmentalization. We demonstrate that disruption of DNA methyltransferase activity greatly remodels genome compartmentalization whereby domains lose H3K9me3-HP1α/β binding and acquire the neutrally interacting state while retaining late replication timing. Furthermore, we show that H3K9me3-HP1α/β heterochromatin is permissive to loop extrusion by cohesin but refractory to CTCF binding. Together, our work reveals a dynamic structural and organizational diversity of the silent portion of the genome and establishes connections between the regulation of chromatin state and chromosome organization, including an interplay between DNA methylation, compartmentalization and loop extrusion.
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Affiliation(s)
- George Spracklin
- Institute for Medical Engineering and Sciences, Massachusetts Institute of Technology (MIT), Cambridge, MA, USA.
- Department of Systems Biology, University of Massachusetts Medical School, Worcester, MA, USA.
| | - Nezar Abdennur
- Institute for Medical Engineering and Sciences, Massachusetts Institute of Technology (MIT), Cambridge, MA, USA
| | - Maxim Imakaev
- Institute for Medical Engineering and Sciences, Massachusetts Institute of Technology (MIT), Cambridge, MA, USA
| | - Neil Chowdhury
- Program for Research in Mathematics, Engineering and Science for High School Students (PRIMES), MIT, Cambridge, MA, USA
| | - Sriharsa Pradhan
- Genome Biology Division, New England Biolabs, Inc., Ipswich, MA, USA
| | - Leonid A Mirny
- Institute for Medical Engineering and Sciences, Massachusetts Institute of Technology (MIT), Cambridge, MA, USA
- Department of Physics, Massachusetts Institute of Technology (MIT), Cambridge, MA, USA
| | - Job Dekker
- Department of Systems Biology, University of Massachusetts Medical School, Worcester, MA, USA.
- Howard Hughes Medical Institute, Chevy Chase, USA.
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39
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Bizet M, Defrance M, Calonne E, Bontempi G, Sotiriou C, Fuks F, Jeschke J. Improving Infinium MethylationEPIC data processing: re-annotation of enhancers and long noncoding RNA genes and benchmarking of normalization methods. Epigenetics 2022; 17:2434-2454. [DOI: 10.1080/15592294.2022.2135201] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022] Open
Affiliation(s)
- Martin Bizet
- Laboratory of Cancer Epigenetics, Faculty of Medicine, Université Libre de Bruxelles (ULB), Brussels, Belgium
| | - Matthieu Defrance
- Interuniversity Institute of Bioinformatics in Brussels (IB2), Université Libre de Bruxelles (ULB), Brussels, Belgium
| | - Emilie Calonne
- Laboratory of Cancer Epigenetics, Faculty of Medicine, Université Libre de Bruxelles (ULB), Brussels, Belgium
| | - Gianluca Bontempi
- Interuniversity Institute of Bioinformatics in Brussels (IB2), Université Libre de Bruxelles (ULB), Brussels, Belgium
| | | | - François Fuks
- Laboratory of Cancer Epigenetics, Faculty of Medicine, Université Libre de Bruxelles (ULB), Brussels, Belgium
- Institut Jules Bordet, ULB, Brussels, Belgium
| | - Jana Jeschke
- Laboratory of Cancer Epigenetics, Faculty of Medicine, Université Libre de Bruxelles (ULB), Brussels, Belgium
- Institut Jules Bordet, ULB, Brussels, Belgium
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40
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Loaeza-Loaeza J, Cerecedo-Castillo AJ, Rodríguez-Ruiz HA, Castro-Coronel Y, Del Moral-Hernández O, Recillas-Targa F, Hernández-Sotelo D. DNMT3B overexpression downregulates genes with CpG islands, common motifs, and transcription factor binding sites that interact with DNMT3B. Sci Rep 2022; 12:20839. [PMID: 36460706 PMCID: PMC9718745 DOI: 10.1038/s41598-022-24186-6] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2022] [Accepted: 11/11/2022] [Indexed: 12/04/2022] Open
Abstract
DNA methylation is a key epigenetic modification to regulate gene expression in mammalian cells. Abnormal DNA methylation in gene promoters is common across human cancer types. DNMT3B is the main de novo methyltransferase enhanced in several primary tumors. How de novo methylation is established in genes related to cancer is poorly understood. CpG islands (CGIs), common sequences, and transcription factors (TFs) that interact with DNMT3B have been associated with abnormal de novo methylation. We initially identified cis elements associated with DNA methylation to investigate the contribution of DNMT3B overexpression to the deregulation of its possible target genes in an epithelial cell model. In a set of downregulated genes (n = 146) from HaCaT cells with DNMT3B overexpression, we found CGI, common sequences, and TFs Binding Sites that interact with DNMT3B (we called them P-down-3B). PPL1, VAV3, IRF1, and BRAF are P-down-3B genes that are downregulated and increased their methylation in DNMT3B presence. Together these findings suggest that methylated promoters aberrantly have some cis elements that could conduce de novo methylation by DNMT3B.
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Affiliation(s)
- Jaqueline Loaeza-Loaeza
- grid.412856.c0000 0001 0699 2934Laboratorio de Epigenética del Cáncer, Facultad de Ciencias Químico Biológicas, Universidad Autónoma de Guerrero, Av. Lázaro Cárdenas S/N Col. Haciendita, 39070 Chilpancingo, Guerrero Mexico
| | - Angel Josué Cerecedo-Castillo
- grid.9486.30000 0001 2159 0001Departamento de Genética Molecular, Instituto de Fisiología Celular, Universidad Nacional Autónoma de México, 04510 Ciudad de México, Mexico
| | - Hugo Alberto Rodríguez-Ruiz
- grid.412856.c0000 0001 0699 2934Laboratorio de Biomedicina Molecular, Facultad de Ciencias Químico Biológicas, Universidad Autónoma de Guerrero, Av. Lázaro Cárdenas S/N Col. Haciendita, 39070 Chilpancingo, Guerrero Mexico
| | - Yaneth Castro-Coronel
- grid.412856.c0000 0001 0699 2934Laboratorio de Citopatología e Inmunohistoquímica, Facultad de Ciencias Químico Biológicas, Universidad Autónoma de Guerrero, Av. Lázaro Cárdenas S/N Col. Haciendita, 39070 Chilpancingo, Guerrero Mexico
| | - Oscar Del Moral-Hernández
- grid.412856.c0000 0001 0699 2934Laboratorio de Virus y Cáncer, Facultad de Ciencias Químico Biológicas, Universidad Autónoma de Guerrero, Av. Lázaro Cárdenas S/N Col. Haciendita, 39070 Chilpancingo, Guerrero Mexico
| | - Félix Recillas-Targa
- grid.9486.30000 0001 2159 0001Departamento de Genética Molecular, Instituto de Fisiología Celular, Universidad Nacional Autónoma de México, 04510 Ciudad de México, Mexico
| | - Daniel Hernández-Sotelo
- grid.412856.c0000 0001 0699 2934Laboratorio de Epigenética del Cáncer, Facultad de Ciencias Químico Biológicas, Universidad Autónoma de Guerrero, Av. Lázaro Cárdenas S/N Col. Haciendita, 39070 Chilpancingo, Guerrero Mexico
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41
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Kawakubo K, Castillo CFD, Liss AS. Epigenetic regulation of pancreatic adenocarcinoma in the era of cancer immunotherapy. J Gastroenterol 2022; 57:819-826. [PMID: 36048239 PMCID: PMC9596544 DOI: 10.1007/s00535-022-01915-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/12/2022] [Accepted: 08/16/2022] [Indexed: 02/04/2023]
Abstract
Pancreatic adenocarcinoma is a lethal cancer with poor response to chemotherapy and immune checkpoint inhibitors. Recent studies suggest that epigenetic alterations contribute to its aggressive biology and the tumor microenvironment which render it unresponsive to immune checkpoint blockade. Here, we review our current understandings of epigenetic dysregulation in pancreatic adenocarcinoma, its effect on the tumor immune microenvironment, and the potential for epigenetic therapy to be combined with immune checkpoint inhibitors.
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Affiliation(s)
- Kazumichi Kawakubo
- Department of Gastroenterology and Hepatology, Faculty of Medicine and Graduate School of Medicine, Hokkaido University, Sapporo, Japan.
- Department of Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA.
| | | | - Andrew Scott Liss
- Department of Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA.
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42
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Wei Y, Chen Q, Huang S, Liu Y, Li Y, Xing Y, Shi D, Xu W, Liu W, Ji Z, Wu B, Chen X, Jiang J. The Interaction between DNMT1 and High-Mannose CD133 Maintains the Slow-Cycling State and Tumorigenic Potential of Glioma Stem Cell. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2022; 9:e2202216. [PMID: 35798319 PMCID: PMC9475542 DOI: 10.1002/advs.202202216] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/16/2022] [Indexed: 05/24/2023]
Abstract
The quiescent/slow-cycling state preserves the self-renewal capacity of cancer stem cells (CSCs) and leads to the therapy resistance of CSCs. The mechanisms maintaining CSCs quiescence remain largely unknown. Here, it is demonstrated that lower expression of MAN1A1 in glioma stem cell (GSC) resulted in the formation of high-mannose type N-glycan on CD133. Furthermore, the high-mannose type N-glycan of CD133 is necessary for its interaction with DNMT1. Activation of p21 and p27 by the CD133-DNMT1 interaction maintains the slow-cycling state of GSC, and promotes chemotherapy resistance and tumorigenesis of GSCs. Elimination of the CD133-DNMT1 interaction by a cell-penetrating peptide or MAN1A1 overexpression inhibits the tumorigenesis of GSCs and increases the sensitivity of GSCs to temozolomide. Analysis of glioma samples reveals that the levels of high-mannose type N-glycan are correlated with glioma recurrence. Collectively, the high mannose CD133-DNMT1 interaction maintains the slow-cycling state and tumorigenic potential of GSC, providing a potential strategy to eliminate quiescent GSCs.
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Affiliation(s)
- Yuanyan Wei
- NHC Key Laboratory of Glycoconjuates ResearchDepartment of Biochemistry and Molecular BiologySchool of Basic Medical SciencesFudan UniversityShanghai200032P. R. China
| | - Qihang Chen
- NHC Key Laboratory of Glycoconjuates ResearchDepartment of Biochemistry and Molecular BiologySchool of Basic Medical SciencesFudan UniversityShanghai200032P. R. China
| | - Sijing Huang
- NHC Key Laboratory of Glycoconjuates ResearchDepartment of Biochemistry and Molecular BiologySchool of Basic Medical SciencesFudan UniversityShanghai200032P. R. China
| | - Yingchao Liu
- Department of NeurosurgeryShandong Provincial Hospital Affiliated to Shandong First Medical UniversityJinanShandong250021P. R. China
| | - Yinan Li
- NHC Key Laboratory of Glycoconjuates ResearchDepartment of Biochemistry and Molecular BiologySchool of Basic Medical SciencesFudan UniversityShanghai200032P. R. China
| | - Yang Xing
- NHC Key Laboratory of Glycoconjuates ResearchDepartment of Biochemistry and Molecular BiologySchool of Basic Medical SciencesFudan UniversityShanghai200032P. R. China
| | - Danfang Shi
- NHC Key Laboratory of Glycoconjuates ResearchDepartment of Biochemistry and Molecular BiologySchool of Basic Medical SciencesFudan UniversityShanghai200032P. R. China
| | - Wenlong Xu
- Division of NeurosurgeryZhongshan HospitalFudan UniversityShanghai200032P. R. China
| | - Weitao Liu
- NHC Key Laboratory of Glycoconjuates ResearchDepartment of Biochemistry and Molecular BiologySchool of Basic Medical SciencesFudan UniversityShanghai200032P. R. China
| | - Zhi Ji
- NHC Key Laboratory of Glycoconjuates ResearchDepartment of Biochemistry and Molecular BiologySchool of Basic Medical SciencesFudan UniversityShanghai200032P. R. China
| | - Bingrui Wu
- NHC Key Laboratory of Glycoconjuates ResearchDepartment of Biochemistry and Molecular BiologySchool of Basic Medical SciencesFudan UniversityShanghai200032P. R. China
| | - Xiaoning Chen
- NHC Key Laboratory of Glycoconjuates ResearchDepartment of Biochemistry and Molecular BiologySchool of Basic Medical SciencesFudan UniversityShanghai200032P. R. China
| | - Jianhai Jiang
- NHC Key Laboratory of Glycoconjuates ResearchDepartment of Biochemistry and Molecular BiologySchool of Basic Medical SciencesFudan UniversityShanghai200032P. R. China
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43
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Liu P, Yang F, Zhang L, Hu Y, Chen B, Wang J, Su L, Wu M, Chen W. Emerging role of different DNA methyltransferases in the pathogenesis of cancer. Front Pharmacol 2022; 13:958146. [PMID: 36091786 PMCID: PMC9453300 DOI: 10.3389/fphar.2022.958146] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2022] [Accepted: 07/26/2022] [Indexed: 11/18/2022] Open
Abstract
DNA methylation is one of the most essential epigenetic mechanisms to regulate gene expression. DNA methyltransferases (DNMTs) play a vital role in DNA methylation in the genome. In mammals, DNMTs act with some elements to regulate the dynamic DNA methylation patterns of embryonic and adult cells. Conversely, the aberrant function of DNMTs is frequently the hallmark in judging cancer, including total hypomethylation and partial hypermethylation of tumor suppressor genes (TSGs), which improve the malignancy of tumors, aggravate the ailment for patients, and significantly exacerbate the difficulty of cancer therapy. Since DNA methylation is reversible, currently, DNMTs are viewed as an important epigenetic target for drug development. However, the impression of DNMTs on cancers is still controversial, and therapeutic methods targeting DNMTs remain under exploration. This review mainly summarizes the relationship between the main DNMTs and cancers as well as regulatory mechanisms and clinical applications of DNMTs in cancer and highlights several forthcoming strategies for targeting DNMTs.
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Affiliation(s)
- Pengcheng Liu
- Department of Human Resources, The First Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Fan Yang
- The First Clinical Medical College, Anhui Medical University, Hefei, China
| | - Lizhi Zhang
- The First Clinical Medical College, Anhui Medical University, Hefei, China
| | - Ying Hu
- Inflammation and Immune Mediated Diseases Laboratory of Anhui Province, School of Pharmacy, Anhui Medical University, Hefei, China
| | - Bangjie Chen
- Department of Oncology, The First Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Jianpeng Wang
- The First Clinical Medical College, Anhui Medical University, Hefei, China
| | - Lei Su
- Department of Oncology, The First Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Mingyue Wu
- Department of Oncology, The First Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Wenjian Chen
- Department of Orthopaedics, Anhui Provincial Children’s Hospital, Hefei, China
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44
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Li J, Xu J, Yang T, Chen J, Li F, Shen B, Fan C. Genome-wide methylation analyses of human sperm unravel novel differentially methylated regions in asthenozoospermia. Epigenomics 2022; 14:951-964. [PMID: 36004499 DOI: 10.2217/epi-2022-0122] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Aims & objectives: To investigate DNA methylation patterns in asthenozoospermic and normozoospermic sperm and to explore the potential roles of differential methylations in the etiology of the disease. Materials & methods: The authors performed whole-genome bisulfite sequencing analysis between normozoospermic controls and asthenozoospermic individuals. Results: The authors identified 238 significant differentially methylated regions. These differentially methylated regions were annotated to 114 protein-coding genes, with many genes showing associations with spermatogenesis, sperm motility etc. Conclusion: There are plenty of genomic regions exhibiting altered DNA methylation in asthenozoospermia, a number of which are located within or adjacent to sperm-related genes, suggesting novel methylation markers of asthenozoospermia and potential epigenetic regulation mechanisms through DNA methylation in the disease.
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Affiliation(s)
- Jingjing Li
- Institutes for Systems Genetics, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, 610212, China
| | - Jinyan Xu
- Human Sperm Bank, Key Laboratory of Birth Defects & Related Diseases of Women & Children of Ministry of Education, West China Second University Hospital of Sichuan University, Chengdu, 610041, China
| | - Tingting Yang
- Human Sperm Bank, Key Laboratory of Birth Defects & Related Diseases of Women & Children of Ministry of Education, West China Second University Hospital of Sichuan University, Chengdu, 610041, China
| | - Jianhai Chen
- Institutes for Systems Genetics, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, 610212, China
| | - Fuping Li
- Human Sperm Bank, Key Laboratory of Birth Defects & Related Diseases of Women & Children of Ministry of Education, West China Second University Hospital of Sichuan University, Chengdu, 610041, China
| | - Bairong Shen
- Institutes for Systems Genetics, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, 610212, China
| | - Chuanzhu Fan
- Department of Biological Sciences, Wayne State University, Detroit, MI 48202, USA
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45
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Bai H, Li QZ, Qi YC, Zhai YY, Jin W. The prediction of tumor and normal tissues based on the DNA methylation values of ten key sites. BIOCHIMICA ET BIOPHYSICA ACTA. GENE REGULATORY MECHANISMS 2022; 1865:194841. [PMID: 35798200 DOI: 10.1016/j.bbagrm.2022.194841] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/19/2022] [Revised: 05/28/2022] [Accepted: 06/28/2022] [Indexed: 06/15/2023]
Abstract
Abnormal DNA methylation can alter the gene expression to promote or inhibit tumorigenesis in colon adenocarcinoma (COAD). However, the finding important genes and key sites of abnormal DNA methylation which result in the occurrence of COAD is still an eventful task. Here, we studied the effects of DNA methylation in the 12 types of genomic features on the changes of gene expression in COAD, the 10 important COAD-related genes and the key abnormal DNA methylation sites were identified. The effects of important genes on the prognosis were verified by survival analysis. Moreover, it was shown that the important genes were participated in cancer pathways and were hub genes in a co-expression network. Based on the DNA methylation levels in the ten sites, the least diversity increment algorithm for predicting tumor tissues and normal tissues in seventeen cancer types are proposed. The better results are obtained in jackknife test. For example, the predictive accuracies are 94.17 %, 91.28 %, 89.04 % and 88.89 %, respectively, for COAD, rectum adenocarcinoma, pancreatic adenocarcinoma and cholangiocarcinoma. Finally, by computing enrichment score of infiltrating immunocytes and the activity of immune pathways, we found that the genes are highly correlated with immune microenvironment.
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Affiliation(s)
- Hui Bai
- Laboratory of Theoretical Biophysics, School of Physical Science and Technology, Inner Mongolia University, Hohhot 010021, China
| | - Qian-Zhong Li
- Laboratory of Theoretical Biophysics, School of Physical Science and Technology, Inner Mongolia University, Hohhot 010021, China; The State Key Laboratory of Reproductive Regulation and Breeding of Grassland Livestock, Inner Mongolia University, Hohhot 010070, China.
| | - Ye-Chen Qi
- Laboratory of Theoretical Biophysics, School of Physical Science and Technology, Inner Mongolia University, Hohhot 010021, China
| | - Yuan-Yuan Zhai
- Laboratory of Theoretical Biophysics, School of Physical Science and Technology, Inner Mongolia University, Hohhot 010021, China
| | - Wen Jin
- Inner Mongolia key laboratory of gene regulation of the metabolic disease, Department of Clinical Medical Research Center, Inner Mongolia People's Hospital, Hohhot 010010, China
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46
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Khodasevich D, Smith AR, Huen K, Eskenazi B, Cardenas A, Holland N. Comparison of DNA methylation measurements from EPIC BeadChip and SeqCap targeted bisulphite sequencing in PON1 and nine additional candidate genes. Epigenetics 2022; 17:1944-1955. [PMID: 35786310 DOI: 10.1080/15592294.2022.2091818] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022] Open
Abstract
Epigenome-wide association studies (EWAS) are widely implemented in epidemiology, and the Illumina HumanMethylationEPIC BeadChip (EPIC) DNA microarray is the most-used technology. Recently, next-generation sequencing (NGS)-based methods, which assess DNA methylation at single-base resolution, have become more affordable and technically feasible. While the content of microarray technology is fixed, NGS-based approaches, such as the Roche Nimblegen, SeqCap Epi Enrichment System (SeqCap), offer the flexibility of targeting most CpGs in a gene. With the current usage of microarrays and emerging NGS-based technologies, it is important to establish whether data generated from the two platforms are comparable. We harnessed 112 samples from the Center for the Health Assessment of Mothers and Children of Salinas (CHAMACOS) birth cohort study and compared DNA methylation between the EPIC microarray and SeqCap for PON1 and nine additional candidate genes, by evaluating epigenomic coverage and correlations. We conducted multivariable linear regression and principal component analyses to assess the ability of the EPIC array and SeqCap to detect biological differences in gene methylation by the PON1-108 single nucleotide polymorphism. We found an overall high concordance (r = 0.84) between SeqCap and EPIC DNA methylation, among highly methylated and minimally methylated regions. However, substantial disagreement was present between the two methods in moderately methylated regions, with SeqCap measurements exhibiting greater within-site variation. Additionally, SeqCap did not capture PON1 SNP associated differences in DNA methylation that were evident with the EPIC array. Our findings indicate that microarrays perform well for analysing DNA methylation in large cohort studies but with limited coverage.
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Affiliation(s)
- Dennis Khodasevich
- Division of Environmental Health Sciences, Children's Environmental Health Laboratory, School of Public Health, University of California, Berkeley, CA, USA
| | - Anna R Smith
- Division of Environmental Health Sciences, Children's Environmental Health Laboratory, School of Public Health, University of California, Berkeley, CA, USA.,Center for Computational Biology, University of California, Berkeley, CA, USA
| | - Karen Huen
- Division of Environmental Health Sciences, Children's Environmental Health Laboratory, School of Public Health, University of California, Berkeley, CA, USA
| | - Brenda Eskenazi
- Center for Children's Environmental Health, School of Public Health, University of California, Berkeley, CA, USA
| | - Andres Cardenas
- Division of Environmental Health Sciences, Children's Environmental Health Laboratory, School of Public Health, University of California, Berkeley, CA, USA.,Center for Computational Biology, University of California, Berkeley, CA, USA
| | - Nina Holland
- Division of Environmental Health Sciences, Children's Environmental Health Laboratory, School of Public Health, University of California, Berkeley, CA, USA
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47
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Gamba R, Mazzucco G, Wilhelm T, Velikovsky L, Salinas-Luypaert C, Chardon F, Picotto J, Bohec M, Baulande S, Doksani Y, Fachinetti D. Enrichment of centromeric DNA from human cells. PLoS Genet 2022; 18:e1010306. [PMID: 35853083 PMCID: PMC9295943 DOI: 10.1371/journal.pgen.1010306] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2021] [Accepted: 06/23/2022] [Indexed: 11/19/2022] Open
Abstract
Centromeres are key elements for chromosome segregation. Canonical centromeres are built over long-stretches of tandem repetitive arrays. Despite being quite abundant compared to other loci, centromere sequences overall still represent only 2 to 5% of the human genome, therefore studying their genetic and epigenetic features is a major challenge. Furthermore, sequencing of centromeric regions requires high coverage to fully analyze length and sequence variations, and this can be extremely costly. To bypass these issues, we have developed a technique, named CenRICH, to enrich for centromeric DNA from human cells based on selective restriction digestion and size fractionation. Combining restriction enzymes cutting at high frequency throughout the genome, except within most human centromeres, with size-selection of fragments >20 kb, resulted in over 25-fold enrichment in centromeric DNA. High-throughput sequencing revealed that up to 60% of the DNA in the enriched samples is made of centromeric repeats. We show that this method can be used in combination with long-read sequencing to investigate the DNA methylation status of certain centromeres and, with a specific enzyme combination, also of their surrounding regions (mainly HSATII). Finally, we show that CenRICH facilitates single-molecule analysis of replicating centromeric fibers by DNA combing. This approach has great potential for making sequencing of centromeric DNA more affordable and efficient and for single DNA molecule studies.
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Affiliation(s)
- Riccardo Gamba
- Institut Curie, PSL Research University, CNRS, UMR 144, Paris, France
| | - Giulia Mazzucco
- IFOM, the FIRC Institute of Molecular Oncology, Milan, Italy
| | - Therese Wilhelm
- Institut Curie, PSL Research University, CNRS, UMR 144, Paris, France
| | - Leonid Velikovsky
- Institut Curie, PSL Research University, CNRS, UMR 144, Paris, France
| | | | - Florian Chardon
- Institut Curie, PSL Research University, CNRS, UMR 144, Paris, France
| | - Julien Picotto
- Institut Curie, PSL Research University, CNRS, UMR 144, Paris, France
| | - Mylène Bohec
- Institut Curie, Genomics of Excellence (ICGex) Platform, PSL Research University, Paris, France
| | - Sylvain Baulande
- Institut Curie, Genomics of Excellence (ICGex) Platform, PSL Research University, Paris, France
| | - Ylli Doksani
- IFOM, the FIRC Institute of Molecular Oncology, Milan, Italy
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48
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Boyko K, Arkova O, Nikolaeva A, Popov VO, Georgiev P, Bonchuk A. Structure of the DNMT3B ADD domain suggests the absence of a DNMT3A-like autoinhibitory mechanism. Biochem Biophys Res Commun 2022; 619:124-129. [PMID: 35760008 DOI: 10.1016/j.bbrc.2022.06.036] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2022] [Accepted: 06/10/2022] [Indexed: 11/02/2022]
Abstract
De novo DNA methylation in early mammalian development depends on the activity of the DNMT3 methyltransferase family. An autoinhibitory mechanism involving the interaction between ADD and the catalytic domains of DNMT3A has been described. ADD is a zinc-coordinating histone-binding domain. The ADD domain of DNMT3A, when bound to a K4-unmethylated histone H3 tail, switches the enzyme to its catalytically active state. DNMT3B is another de novo methyltransferase enzyme with a more strict tissue- and stage-specific expression profile and a slightly different site specificity, lacking cooperative DNA methylation activity. Here, we obtained the crystal structure of the DNMT3B ADD domain, which demonstrated the extended conformation of the autoinhibitory loop even in the absence of the histone H3 tail. The lack of interaction between DNMT3B ADD and the methyltransferase domain was confirmed using an in vitro pull-down assay. The structural rearrangements in the loop also created an additional protein interaction interface leading to the formation of trimers in crystal, which may reflect their possible involvement in some unknown protein-protein interactions. Our results suggest that DNMT3B, in contrast to DNMT3A, has different modes of regulation of its activity that are independent of H3K4 methylation status.
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Affiliation(s)
- Konstantin Boyko
- Department of the Control of Genetic Processes, Institute of Gene Biology Russian Academy of Sciences, 34/5 Vavilov St., Moscow, 119334, Russia; Bach Institute of Biochemistry, Research Center of Biotechnology Russian Academy of Sciences, Leninsky pr-t, 33, Bld. 2, Moscow, 119071, Russia
| | - Olga Arkova
- Center for Precision Genome Editing and Genetic Technologies for Biomedicine, Institute of Gene Biology, Russian Academy of Sciences, 34/5 Vavilov St., Moscow, 119334, Russia
| | - Alena Nikolaeva
- National Research Center «Kurchatov Institute», Moscow, Russia
| | - Vladimir O Popov
- Center for Precision Genome Editing and Genetic Technologies for Biomedicine, Institute of Gene Biology, Russian Academy of Sciences, 34/5 Vavilov St., Moscow, 119334, Russia; National Research Center «Kurchatov Institute», Moscow, Russia
| | - Pavel Georgiev
- Department of the Control of Genetic Processes, Institute of Gene Biology Russian Academy of Sciences, 34/5 Vavilov St., Moscow, 119334, Russia
| | - Artem Bonchuk
- Department of the Control of Genetic Processes, Institute of Gene Biology Russian Academy of Sciences, 34/5 Vavilov St., Moscow, 119334, Russia; Center for Precision Genome Editing and Genetic Technologies for Biomedicine, Institute of Gene Biology, Russian Academy of Sciences, 34/5 Vavilov St., Moscow, 119334, Russia.
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49
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Shih HT, Chen WY, Wang HY, Chao T, Huang HD, Chou CH, Chang ZF. DNMT3b protects centromere integrity by restricting R-loop-mediated DNA damage. Cell Death Dis 2022; 13:546. [PMID: 35688824 PMCID: PMC9187704 DOI: 10.1038/s41419-022-04989-1] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2021] [Revised: 05/26/2022] [Accepted: 05/30/2022] [Indexed: 01/21/2023]
Abstract
This study used DNA methyltransferase 3b (DNMT3b) knockout cells and the functional loss of DNMT3b mutation in immunodeficiency-centromeric instability-facial anomalies syndrome (ICF) cells to understand how DNMT3b dysfunction causes genome instability. We demonstrated that R-loops contribute to DNA damages in DNMT3b knockout and ICF cells. More prominent DNA damage signal in DNMT3b knockout cells was due to the loss of DNMT3b expression and the acquirement of p53 mutation. Genome-wide ChIP-sequencing mapped DNA damage sites at satellite repetitive DNA sequences including (peri-)centromere regions. However, the steady-state levels of (peri-)centromeric R-loops were reduced in DNMT3b knockout and ICF cells. Our analysis indicates that XPG and XPF endonucleases-mediated cleavages remove (peri-)centromeric R-loops to generate DNA beaks, causing chromosome instability. DNMT3b dysfunctions clearly increase R-loops susceptibility to the cleavage process. Finally, we showed that DNA double-strand breaks (DSBs) in centromere are probably repaired by error-prone end-joining pathway in ICF cells. Thus, DNMT3 dysfunctions undermine the integrity of centromere by R-loop-mediated DNA damages and repair.
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Affiliation(s)
- Hsueh-Tzu Shih
- Institute of Molecular Medicine, National Taiwan University, Taipei, 10051, Taiwan
- Center of Precision Medicine, College of Medicine, National Taiwan University, Taipei, 10051, Taiwan
| | - Wei-Yi Chen
- Institute of Biochemistry and Molecular Biology, National Yang Ming Chiao Tung University, Taipei, 11221, Taiwan
- Cancer Progression Research Center, National Yang Ming Chiao Tung University, Taipei, 11221, Taiwan
| | - Hsin-Yen Wang
- Institute of Molecular Medicine, National Taiwan University, Taipei, 10051, Taiwan
| | - Tung Chao
- Institute of Molecular Medicine, National Taiwan University, Taipei, 10051, Taiwan
| | - Hsien-Da Huang
- Warshel Institute for Computational Biology, The Chinese University of Hong Kong, Longgang District, 518172, Shenzhen, China
- School of Life and Health Sciences, The Chinese University of Hong Kong, Longgang District, 518172, Shenzhen, China
- School of Medicine, The Chinese University of Hong Kong, Longgang District, 518172, Shenzhen, China
| | - Chih-Hung Chou
- Department of Biological Science and Technology, National Yang Ming Chiao Tung University, Hsinchu, 30010, Taiwan
- Center for Intelligent Drug Systems and Smart Bio-devices (IDS2B), National Yang Ming Chiao Tung University, Hsinchu, 30010, Taiwan
| | - Zee-Fen Chang
- Institute of Molecular Medicine, National Taiwan University, Taipei, 10051, Taiwan.
- Center of Precision Medicine, College of Medicine, National Taiwan University, Taipei, 10051, Taiwan.
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50
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Tanić M, Moghul I, Rodney S, Dhami P, Vaikkinen H, Ambrose J, Barrett J, Feber A, Beck S. Comparison and imputation-aided integration of five commercial platforms for targeted DNA methylome analysis. Nat Biotechnol 2022; 40:1478-1487. [PMID: 35654977 DOI: 10.1038/s41587-022-01336-9] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2021] [Accepted: 04/28/2022] [Indexed: 11/09/2022]
Abstract
Targeted bisulfite sequencing (TBS) has become the method of choice for the cost-effective, targeted analysis of the human methylome at base-pair resolution. In this study, we benchmarked five commercially available TBS platforms-three hybridization capture-based (Agilent, Roche and Illumina) and two reduced-representation-based (Diagenode and NuGen)-across 11 samples. Two samples were also compared with whole-genome DNA methylation sequencing with the Illumina and Oxford Nanopore platforms. We assessed workflow complexity, on/off-target performance, coverage, accuracy and reproducibility. Although all platforms produced robust and reproducible data, major differences in the number and identity of the CpG sites covered make it difficult to compare datasets generated on different platforms. To overcome this limitation, we applied imputation and show that it improves interoperability from an average of 10.35% (0.8 million) to 97% (7.6 million) common CpG sites. Our study provides guidance on which TBS platform to use for different methylome features and offers an imputation-based harmonization solution that allows comparative, integrative analysis.
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Affiliation(s)
- Miljana Tanić
- University College London, UCL Cancer Institute, London, UK. .,Institute for Oncology and Radiology of Serbia, Experimental Oncology Department, Belgrade, Serbia.
| | - Ismail Moghul
- University College London, UCL Cancer Institute, London, UK
| | - Simon Rodney
- University College London, UCL Cancer Institute, London, UK
| | - Pawan Dhami
- University College London, UCL Cancer Institute, London, UK.,NIHR Biomedical Research Centre, Guy's and St. Thomas' NHS Foundation Trust, Great Maze Pond, London, UK
| | - Heli Vaikkinen
- NIHR Biomedical Research Centre, Guy's and St. Thomas' NHS Foundation Trust, Great Maze Pond, London, UK.,University College London, Genomics and Genome Engineering Translational Technology Platform, London, UK
| | - John Ambrose
- University College London, Bill Lyons Informatics Centre, London, UK
| | - James Barrett
- University College London, UCL Cancer Institute, London, UK
| | - Andrew Feber
- University College London, UCL Cancer Institute, London, UK.,University College London, Division of Surgery and Interventional Science, London, UK.,Royal Marsden Hospital, Molecular Pathology, London, UK
| | - Stephan Beck
- University College London, UCL Cancer Institute, London, UK.
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