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Gupta A, Jadhav SR, Colaco V, Saha M, Ghosh A, Sreedevi A, Datta D, Hebbar S, Moorkoth S, Ligade VS, Dhas N. Harnessing unique architecture and emerging strategies of solid lipid nanoparticles to combat colon cancer: A state-of-the-art review. Int J Pharm 2025; 675:125562. [PMID: 40194729 DOI: 10.1016/j.ijpharm.2025.125562] [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: 02/07/2025] [Revised: 03/30/2025] [Accepted: 04/02/2025] [Indexed: 04/09/2025]
Abstract
Cancer is a serious worldwide public health problem, ranking as the second leading cause of death in the United States. The third most prevalent tumor kind in the world is a colon or rectal tumor. Colon Cancer (CC) is the third most common cancer worldwide and the second leading cause of cancer-related deaths globally. In the US, CC has become the 2nd most common cause of death after having different advancements like detection, surgery, and chemotherapy. The current strategies for treating colon cancer have several disadvantages, including higher toxicity, drug resistance, damage to healthy cells, solubility, specificity, a lower therapeutic index, and more. Solid lipid nanoparticles (SLNs) are a viable targeted treatment option for colon cancer to avoid this problem. This comprehensive review discussed the severity, pathophysiology, risk factors, and stages of colon cancer. The review covers the most effective colon cancer therapy and diagnostic procedures, including HSgFOBT, Fecal immunological test (FIT), Colonoscopy, FIT-DNA Test/mt-sDNA screening test, Colon capsule (CCE), Blood-based DNA Tests, and Flexible sigmoidoscopy. This reviewemphasizes the need for novel and specific approaches to colon cancer treatment to improve patient outcomes.
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Affiliation(s)
- Ashutosh Gupta
- Department of Pharmaceutical Quality Assurance, Manipal College of Pharmaceutical Sciences, Manipal Academy of Higher Education, Manipal 576104 Karnataka, India
| | - Sandesh Ramchandra Jadhav
- Department of Pharmaceutics, Manipal College of Pharmaceutical Sciences, Manipal Academy of Higher Education, Manipal 576104 Karnataka, India
| | - Viola Colaco
- Department of Pharmaceutics, Manipal College of Pharmaceutical Sciences, Manipal Academy of Higher Education, Manipal 576104 Karnataka, India
| | - Moumita Saha
- Department of Pharmaceutical Quality Assurance, Manipal College of Pharmaceutical Sciences, Manipal Academy of Higher Education, Manipal 576104 Karnataka, India
| | - Amartya Ghosh
- Department of Pharmaceutics, Manipal College of Pharmaceutical Sciences, Manipal Academy of Higher Education, Manipal 576104 Karnataka, India
| | - Amatha Sreedevi
- Department of Pharmaceutical Regulatory Affairs, Manipal College of Pharmaceutical Sciences, Manipal Academy of Higher Education, Manipal 576104 Karnataka, India
| | - Deepanjan Datta
- Department of Pharmaceutics, Manipal College of Pharmaceutical Sciences, Manipal Academy of Higher Education, Manipal 576104 Karnataka, India
| | - Srinivas Hebbar
- Department of Pharmaceutics, Manipal College of Pharmaceutical Sciences, Manipal Academy of Higher Education, Manipal 576104 Karnataka, India
| | - Sudheer Moorkoth
- Department of Pharmaceutical Quality Assurance, Manipal College of Pharmaceutical Sciences, Manipal Academy of Higher Education, Manipal 576104 Karnataka, India
| | - Virendra S Ligade
- Department of Pharmaceutical Regulatory Affairs, Manipal College of Pharmaceutical Sciences, Manipal Academy of Higher Education, Manipal 576104 Karnataka, India
| | - Namdev Dhas
- Department of Pharmaceutics, Manipal College of Pharmaceutical Sciences, Manipal Academy of Higher Education, Manipal 576104 Karnataka, India.
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Kim DW, Park JH, Hong SK, Jung MH, Pyeon JO, Lee JY, Suh KS, Yi NJ, Choi Y, Lee KW, Kim YJ. Exploring methylation signatures for high de novo recurrence risk in hepatocellular carcinoma. Clin Mol Hepatol 2025; 31:563-576. [PMID: 40241383 PMCID: PMC12016632 DOI: 10.3350/cmh.2024.0899] [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: 10/11/2024] [Revised: 12/23/2024] [Accepted: 01/07/2025] [Indexed: 04/18/2025] Open
Abstract
BACKGROUND/AIMS Hepatocellular carcinoma (HCC) exhibits high de novo recurrence rates post-resection. Current post-surgery recurrence prediction methods are limited, emphasizing the need for reliable biomarkers to assess recurrence risk. We aimed to develop methylation-based markers for classifying HCC patients and predicting their risk of de novo recurrence post-surgery. METHODS In this retrospective cohort study, we analyzed data from HCC patients who underwent surgical resection in Korea, excluding those with recurrence within one year post-surgery. Using the Infinium Methylation EPIC array on 140 samples in the discovery cohort, we classified patients into low- and high-risk groups based on methylation profiles. Distinctive markers were identified through random forest analysis. These markers were validated in the cancer genome atlas (n=217), Validation cohort 1 (n=63) and experimental Validation using a methylation-sensitive high-resolution melting (MS-HRM) assay in Validation cohort 1 and Validation cohort 2 (n=63). RESULTS The low-risk recurrence group (methylation group 1; MG1) showed a methylation average of 0.73 (95% confidence interval [CI] 0.69-0.77) with a 23.5% recurrence rate, while the high-risk group (MG2) had an average of 0.17 (95% CI 0.14-0.20) with a 44.1% recurrence rate (P<0.03). Validation confirmed the applicability of methylation markers across diverse populations, showing high accuracy in predicting the probability of HCC recurrence risk (area under the curve 96.8%). The MS-HRM assay confirmed its effectiveness in predicting de novo recurrence with 95.5% sensitivity, 89.7% specificity, and 92.2% accuracy. CONCLUSION Methylation markers effectively classified HCC patients by de novo recurrence risk, enhancing prediction accuracy and potentially offering personalized management strategies.
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Affiliation(s)
- Da-Won Kim
- Interdisciplinary Program of Integrated OMICS for Biomedical Science, Yonsei University, Seoul, Korea
- R&D center, LepiDyne Inc, Seoul, Korea
| | - Jin Hyun Park
- Department of Internal Medicine, Seoul Metropolitan Government Seoul National University Boramae Medical Center, Seoul National University College of Medicine, Seoul, Korea
| | - Suk Kyun Hong
- Department of Surgery, Seoul National University Hospital, Seoul, Korea
- Department of Surgery, Seoul National University College of Medicine, Seoul, Korea
| | - Min-Hyeok Jung
- R&D center, LepiDyne Inc, Seoul, Korea
- Department of Biochemistry, College of Life Science and Biotechnology, Yonsei University, Seoul, Korea
| | | | - Jin-Young Lee
- Department of Biochemistry, College of Life Science and Biotechnology, Yonsei University, Seoul, Korea
| | - Kyung-Suk Suh
- Department of Surgery, Seoul National University Hospital, Seoul, Korea
- Department of Surgery, Seoul National University College of Medicine, Seoul, Korea
| | - Nam-Joon Yi
- Department of Surgery, Seoul National University Hospital, Seoul, Korea
- Department of Surgery, Seoul National University College of Medicine, Seoul, Korea
| | - YoungRok Choi
- Department of Surgery, Seoul National University Hospital, Seoul, Korea
- Department of Surgery, Seoul National University College of Medicine, Seoul, Korea
| | - Kwang-Woong Lee
- Department of Surgery, Seoul National University Hospital, Seoul, Korea
- Department of Surgery, Seoul National University College of Medicine, Seoul, Korea
| | - Young-Joon Kim
- R&D center, LepiDyne Inc, Seoul, Korea
- Department of Biochemistry, College of Life Science and Biotechnology, Yonsei University, Seoul, Korea
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Liao SW, Liao XH, Wu SH, Li YF, Chen PY, Wang YL, Lu YC, Tai CK. Methylation-Mediated Silencing of miR-124-3 Regulates LRRC1 Expression and Promotes Oral Cancer Progression. Cancers (Basel) 2025; 17:1136. [PMID: 40227650 PMCID: PMC11988110 DOI: 10.3390/cancers17071136] [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: 02/13/2025] [Revised: 03/19/2025] [Accepted: 03/25/2025] [Indexed: 04/15/2025] Open
Abstract
Background: Epigenetic alterations, including DNA methylation, play a crucial role in the development of oral squamous cell carcinoma (OSCC) by regulating the expression of tumor suppressor genes and oncogenes. This study investigated the methylation status of miR-124-3 and its role in OSCC progression. Methods: This study applied the Illumina Infinium MethylationEPIC BeadChip assay to profile >850,000 CpG sites in paired OSCC and normal tissues. The methylation data were validated by further analyzing the methylation level of miR-124-3 by using a bisulfite pyrosequencing assay. We investigated whether miR-124-3 acts as a tumor suppressor by establishing miR-124-3-overexpressing OSCC cells and subjecting them to cell proliferation, colony formation, and migration assays. Dual-luciferase reporter assay was used to validate the target genes of miR-124-3 in OSCC cells. Results: The Infinium MethylationEPIC BeadChip and bisulfite pyrosequencing assays consistently identified hypermethylation of miR-124-3 in OSCC tissues relative to normal oral tissues. It was especially notable that miR-124-3 methylation levels were markedly higher in late-stage tumors than in early-stage, and differed significantly between early-stage tumor and normal tissues, indicating that miR-124-3 methylation is an early event in OSCC development. Methylation of miR-124-3 contributes markedly to the downregulation of the gene, leading to the increased expression of its target gene, leucine-rich repeat-containing 1 (LRRC1), which is considered to be positively associated with cancer progression. Moreover, overexpression of miR-124-3 suppressed the proliferation and migration of OSCC cells, while silencing the expression of LRRC1 produced similar tumor-suppressive effects. Luciferase reporter assays confirmed that miR-124-3 directly targets the 3' untranslated region of LRRC1 to downregulate LRRC1 expression. Conclusions: Hypermethylation-mediated downregulation of miR-124-3 results in increased LRRC1 expression, which drives OSCC progression. These findings highlight DNA methylation of miR-124-3 as a potential biomarker for the early detection of OSCC and a therapeutic target for OSCC treatments.
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Affiliation(s)
- Shin-Wei Liao
- Department of Biomedical Sciences, National Chung Cheng University, Chia-Yi 621, Taiwan; (S.-W.L.)
| | - Xiao-Hui Liao
- Department of Biomedical Sciences, National Chung Cheng University, Chia-Yi 621, Taiwan; (S.-W.L.)
| | - Shao-Huang Wu
- Department of Biomedical Sciences, National Chung Cheng University, Chia-Yi 621, Taiwan; (S.-W.L.)
| | - Yu-Fen Li
- Department of Public Health, China Medical University, Taichung 404, Taiwan
| | - Pin-Yi Chen
- Department of Biomedical Sciences, National Chung Cheng University, Chia-Yi 621, Taiwan; (S.-W.L.)
| | - Yi-Ling Wang
- Department of Biomedical Sciences, National Chung Cheng University, Chia-Yi 621, Taiwan; (S.-W.L.)
| | - Yin-Che Lu
- Department of Nursing, Min-Hwei Junior College of Health Care Management, Tainan 736, Taiwan
- Division of Hematology-Oncology, Ditmanson Medical Foundation Chia-Yi Christian Hospital, Chia-Yi 600, Taiwan
| | - Chien-Kuo Tai
- Department of Biomedical Sciences, National Chung Cheng University, Chia-Yi 621, Taiwan; (S.-W.L.)
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Newell ME, Babbrah A, Aravindan A, Rathnam R, Halden RU. DNA Methylation in Urine and Feces Indicative of Eight Major Human Cancer Types Globally. Life (Basel) 2025; 15:482. [PMID: 40141826 PMCID: PMC11943902 DOI: 10.3390/life15030482] [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: 12/24/2024] [Revised: 03/05/2025] [Accepted: 03/13/2025] [Indexed: 03/28/2025] Open
Abstract
Toxic chemicals and epigenetic biomarkers associated with cancer have been used successfully in clinical diagnostic screening of feces and urine from individuals, but they have been underutilized in a global setting. We analyzed peer-reviewed literature to achieve the following: (i) compile epigenetic biomarkers of disease, (ii) explore whether research locations are geographically aligned with disease hotspots, and (iii) determine the potential for tracking disease-associated epigenetic biomarkers. Studies (n = 1145) of epigenetic biomarkers (n = 146) in urine and feces from individuals have established notable diagnostic potential for detecting and tracking primarily gastric and urinary cancers. Panels with the highest sensitivity and specificity reported more than once were SEPT9 (78% and 93%, respectively) and the binary biomarker combinations GDF15, TMEFF2, and VIM (93% and 95%), NDRG4 and BMP3 (98% and 90%), and TWIST1 and NID2 (76% and 79%). Screening for epigenetic biomarkers has focused on biospecimens from the U.S., Europe, and East Asia, whereas data are limited in regions with similar/higher disease incidence rates (i.e., data for New Zealand, Japan, and Australia for colorectal cancer). The epigenetic markers discussed here may aid in the future monitoring of multiple cancers from individual- to population-level scales by leveraging the emerging science of wastewater-based epidemiology (WBE).
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Affiliation(s)
- Melanie Engstrom Newell
- Biodesign Institute, Arizona State University, Tempe, AZ 85281, USA; (M.E.N.)
- Biodesign Center for Environmental Health Engineering, Tempe, AZ 85281, USA
- School for Engineering of Matter, Transport and Energy, Arizona State University, Tempe, AZ 85281, USA
| | - Ayesha Babbrah
- Biodesign Institute, Arizona State University, Tempe, AZ 85281, USA; (M.E.N.)
- Biodesign Center for Environmental Health Engineering, Tempe, AZ 85281, USA
- Barrett, The Honors College, Arizona State University, Tempe, AZ 85281, USA
| | - Anumitha Aravindan
- Biodesign Institute, Arizona State University, Tempe, AZ 85281, USA; (M.E.N.)
- Biodesign Center for Environmental Health Engineering, Tempe, AZ 85281, USA
- Barrett, The Honors College, Arizona State University, Tempe, AZ 85281, USA
| | - Raj Rathnam
- Biodesign Institute, Arizona State University, Tempe, AZ 85281, USA; (M.E.N.)
- Biodesign Center for Environmental Health Engineering, Tempe, AZ 85281, USA
- Barrett, The Honors College, Arizona State University, Tempe, AZ 85281, USA
| | - Rolf U. Halden
- Biodesign Institute, Arizona State University, Tempe, AZ 85281, USA; (M.E.N.)
- Biodesign Center for Environmental Health Engineering, Tempe, AZ 85281, USA
- School for Engineering of Matter, Transport and Energy, Arizona State University, Tempe, AZ 85281, USA
- Barrett, The Honors College, Arizona State University, Tempe, AZ 85281, USA
- School of Sustainable Engineering and the Built Environment, Arizona State University, Tempe, AZ 85281, USA
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Stojchevski R, Sutanto EA, Sutanto R, Hadzi-Petrushev N, Mladenov M, Singh SR, Sinha JK, Ghosh S, Yarlagadda B, Singh KK, Verma P, Sengupta S, Bhaskar R, Avtanski D. Translational Advances in Oncogene and Tumor-Suppressor Gene Research. Cancers (Basel) 2025; 17:1008. [PMID: 40149342 PMCID: PMC11940485 DOI: 10.3390/cancers17061008] [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: 02/10/2025] [Revised: 03/10/2025] [Accepted: 03/15/2025] [Indexed: 03/29/2025] Open
Abstract
Cancer, characterized by the uncontrolled proliferation of cells, is one of the leading causes of death globally, with approximately one in five people developing the disease in their lifetime. While many driver genes were identified decades ago, and most cancers can be classified based on morphology and progression, there is still a significant gap in knowledge about genetic aberrations and nuclear DNA damage. The study of two critical groups of genes-tumor suppressors, which inhibit proliferation and promote apoptosis, and oncogenes, which regulate proliferation and survival-can help to understand the genomic causes behind tumorigenesis, leading to more personalized approaches to diagnosis and treatment. Aberration of tumor suppressors, which undergo two-hit and loss-of-function mutations, and oncogenes, activated forms of proto-oncogenes that experience one-hit and gain-of-function mutations, are responsible for the dysregulation of key signaling pathways that regulate cell division, such as p53, Rb, Ras/Raf/ERK/MAPK, PI3K/AKT, and Wnt/β-catenin. Modern breakthroughs in genomics research, like next-generation sequencing, have provided efficient strategies for mapping unique genomic changes that contribute to tumor heterogeneity. Novel therapeutic approaches have enabled personalized medicine, helping address genetic variability in tumor suppressors and oncogenes. This comprehensive review examines the molecular mechanisms behind tumor-suppressor genes and oncogenes, the key signaling pathways they regulate, epigenetic modifications, tumor heterogeneity, and the drug resistance mechanisms that drive carcinogenesis. Moreover, the review explores the clinical application of sequencing techniques, multiomics, diagnostic procedures, pharmacogenomics, and personalized treatment and prevention options, discussing future directions for emerging technologies.
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Affiliation(s)
- Radoslav Stojchevski
- Friedman Diabetes Institute, Lenox Hill Hospital, Northwell Health, New York, NY 10022, USA;
- Feinstein Institutes for Medical Research, Manhasset, NY 11030, USA
- Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY 11549, USA
| | - Edward Agus Sutanto
- CUNY School of Medicine, The City College of New York, 160 Convent Avenue, New York, NY 10031, USA;
| | - Rinni Sutanto
- New York Institute of Technology College of Osteopathic Medicine, Glen Head, NY 11545, USA;
| | - Nikola Hadzi-Petrushev
- Faculty of Natural Sciences and Mathematics, Institute of Biology, Ss. Cyril and Methodius University, 1000 Skopje, North Macedonia; (N.H.-P.)
| | - Mitko Mladenov
- Faculty of Natural Sciences and Mathematics, Institute of Biology, Ss. Cyril and Methodius University, 1000 Skopje, North Macedonia; (N.H.-P.)
| | - Sajal Raj Singh
- GloNeuro, Sector 107, Vishwakarma Road, Noida 201301, Uttar Pradesh, India (J.K.S.)
| | - Jitendra Kumar Sinha
- GloNeuro, Sector 107, Vishwakarma Road, Noida 201301, Uttar Pradesh, India (J.K.S.)
| | - Shampa Ghosh
- GloNeuro, Sector 107, Vishwakarma Road, Noida 201301, Uttar Pradesh, India (J.K.S.)
| | | | - Krishna Kumar Singh
- Symbiosis Centre for Information Technology (SCIT), Rajiv Gandhi InfoTech Park, Hinjawadi, Pune 411057, Maharashtra, India;
| | - Prashant Verma
- School of Management, BML Munjal University, NH8, Sidhrawali, Gurugram 122413, Haryana, India
| | - Sonali Sengupta
- Department of Gastroenterology, All India Institute of Medical Sciences (AIIMS), New Delhi 110029, India
| | - Rakesh Bhaskar
- School of Chemical Engineering, Yeungnam University, Gyeongsan 38541, Republic of Korea
- Research Institute of Cell Culture, Yeungnam University, Gyeongsan 38541, Republic of Korea
| | - Dimiter Avtanski
- Friedman Diabetes Institute, Lenox Hill Hospital, Northwell Health, New York, NY 10022, USA;
- Feinstein Institutes for Medical Research, Manhasset, NY 11030, USA
- Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY 11549, USA
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Cortellesi E, Savini I, Veneziano M, Gambacurta A, Catani MV, Gasperi V. Decoding the Epigenome of Breast Cancer. Int J Mol Sci 2025; 26:2605. [PMID: 40141248 PMCID: PMC11942310 DOI: 10.3390/ijms26062605] [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: 02/07/2025] [Revised: 03/06/2025] [Accepted: 03/12/2025] [Indexed: 03/28/2025] Open
Abstract
Breast cancer (BC) is the most prevalent malignancy among women, characterized by extensive heterogeneity stemming from molecular and genetic alterations. This review explores the intricate epigenetic landscape of BC, highlighting the significant role of epigenetic modifications-particularly DNA methylation, histone modifications, and the influence of non-coding RNAs-in the initiation, progression, and prognosis of the disease. Epigenetic alterations drive crucial processes, including gene expression regulation, cell differentiation, and tumor microenvironment interactions, contributing to tumorigenesis and metastatic potential. Notably, aberrations in DNA methylation patterns, including global hypomethylation and hypermethylation of CpG islands, have been associated with distinct BC subtypes, with implications for early detection and risk assessment. Furthermore, histone modifications, such as acetylation and methylation, affect cancer cell plasticity and aggressiveness by profoundly influencing chromatin dynamics and gene transcription. Finally, non-coding RNAs contribute by modulating epigenetic machinery and gene expression. Despite advances in our knowledge, clinical application of epigenetic therapies in BC is still challenging, often yielding limited efficacy when used alone. However, combining epi-drugs with established treatments shows promise for enhancing therapeutic outcomes. This review underscores the importance of integrating epigenetic insights into personalized BC treatment strategies, emphasizing the potential of epigenetic biomarkers for improving diagnosis, prognosis, and therapeutic response in affected patients.
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Affiliation(s)
- Elisa Cortellesi
- Department of Experimental Medicine, Tor Vergata University of Rome, 00133 Rome, Italy; (E.C.); (I.S.); (M.V.); (A.G.); (M.V.C.)
| | - Isabella Savini
- Department of Experimental Medicine, Tor Vergata University of Rome, 00133 Rome, Italy; (E.C.); (I.S.); (M.V.); (A.G.); (M.V.C.)
| | - Matteo Veneziano
- Department of Experimental Medicine, Tor Vergata University of Rome, 00133 Rome, Italy; (E.C.); (I.S.); (M.V.); (A.G.); (M.V.C.)
| | - Alessandra Gambacurta
- Department of Experimental Medicine, Tor Vergata University of Rome, 00133 Rome, Italy; (E.C.); (I.S.); (M.V.); (A.G.); (M.V.C.)
- NAST Centre (Nanoscience & Nanotechnology & Innovative Instrumentation), Tor Vergata University of Rome, 00133 Rome, Italy
| | - Maria Valeria Catani
- Department of Experimental Medicine, Tor Vergata University of Rome, 00133 Rome, Italy; (E.C.); (I.S.); (M.V.); (A.G.); (M.V.C.)
| | - Valeria Gasperi
- Department of Experimental Medicine, Tor Vergata University of Rome, 00133 Rome, Italy; (E.C.); (I.S.); (M.V.); (A.G.); (M.V.C.)
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7
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Wang L, Ji D, Liu X, Lei W, Taniguchi Y, Ling Y. Recent Progress of Triplex DNA Formation and Its Applications. J Med Chem 2025; 68:5055-5074. [PMID: 40019113 DOI: 10.1021/acs.jmedchem.4c02518] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/01/2025]
Abstract
Recently, much attention has been focused on oligonucleotide drugs that precisely control the gene expression. Among these, triplex-forming oligonucleotides (TFOs) represent common antigene strategies because they bind specifically to the major groove position of genomic DNA to form a triplex DNA structure. Thus far, this promising triplex formation technique represents a successful strategy with strong application prospects for gene manipulation applications (e.g., cancer, Huntington's disease, inflammatory disease, etc.), analytical detection (e.g., nucleic acid, small molecules, etc.), and nanotechnology (e.g., molecular machines, etc.). This review summarizes in detail the full range of potential applications described above, particularly the various chemical modification strategies that have facilitated the stepwise advancement of TFO-based oligonucleotide drugs in recent years to improve the effectiveness, specificity, and applicability of triplex DNA and synergistically promote the effectiveness of triplex DNA.
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Affiliation(s)
- Lei Wang
- School of Pharmacy, Jiangsu Province Key Laboratory for Inflammation and Molecular Drug Target, Nantong University, Nantong 226001, China
| | - Dongliang Ji
- School of Pharmacy, Jiangsu Province Key Laboratory for Inflammation and Molecular Drug Target, Nantong University, Nantong 226001, China
| | - Xiao Liu
- School of Pharmacy, Jiangsu Province Key Laboratory for Inflammation and Molecular Drug Target, Nantong University, Nantong 226001, China
| | - Wenzhuo Lei
- School of Pharmacy, Jiangsu Province Key Laboratory for Inflammation and Molecular Drug Target, Nantong University, Nantong 226001, China
| | - Yosuke Taniguchi
- Faculty of Medicine, Dentistry and Pharmaceutical Sciences, Okayama University, 1-1-1 Tsushimanaka, Kita-ku, Okayama 700-8530, Japan
| | - Yong Ling
- School of Pharmacy, Jiangsu Province Key Laboratory for Inflammation and Molecular Drug Target, Nantong University, Nantong 226001, China
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Liu Z, Gu A, Bao Y, Lin GN. Epigenetic Impacts of Non-Coding Mutations Deciphered Through Pre-Trained DNA Language Model at Single-Cell Resolution. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2025; 12:e2413571. [PMID: 39888214 PMCID: PMC11924033 DOI: 10.1002/advs.202413571] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/24/2024] [Revised: 01/20/2025] [Indexed: 02/01/2025]
Abstract
DNA methylation plays a critical role in gene regulation, affecting cellular differentiation and disease progression, particularly in non-coding regions. However, predicting the epigenetic consequences of non-coding mutations at single-cell resolution remains a challenge. Existing tools have limited prediction capacity and struggle to capture dynamic, cell-type-specific regulatory changes that are crucial for understanding disease mechanisms. Here, Methven, a deep learning framework designed is presented to predict the effects of non-coding mutations on DNA methylation at single-cell resolution. Methven integrates DNA sequence with single-cell ATAC-seq data and models SNP-CpG interactions over 100 kbp genomic distances. By using a divide-and-conquer approach, Methven accurately predicts both short- and long-range regulatory interactions and leverages the pre-trained DNA language model for enhanced precision in classification and regression tasks. Methven outperforms existing methods and demonstrates robust generalizability to monocyte datasets. Importantly, it identifies CpG sites associated with rheumatoid arthritis, revealing key pathways involved in immune regulation and disease progression. Methven's ability to detect progressive epigenetic changes provides crucial insights into gene regulation in complex diseases. These findings demonstrate Methven's potential as a powerful tool for basic research and clinical applications, advancing this understanding of non-coding mutations and their role in disease, while offering new opportunities for personalized medicine.
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Affiliation(s)
- Zhe Liu
- Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, 200230, China
| | - An Gu
- Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, 200230, China
| | - Yihang Bao
- Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, 200230, China
| | - Guan Ning Lin
- Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, 200230, China
- Shanghai Key Laboratory of Psychotic Disorders, Shanghai, 200230, China
- Engineering Research Center of Digital Medicine of the Ministry of Education, Shanghai, 200230, China
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9
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Nienaber-Rousseau C. Understanding and applying gene-environment interactions: a guide for nutrition professionals with an emphasis on integration in African research settings. Nutr Rev 2025; 83:e443-e463. [PMID: 38442341 PMCID: PMC11723160 DOI: 10.1093/nutrit/nuae015] [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] [Indexed: 03/07/2024] Open
Abstract
Noncommunicable diseases (NCDs) are influenced by the interplay between genetics and environmental exposures, particularly diet. However, many healthcare professionals, including nutritionists and dietitians, have limited genetic background and, therefore, they may lack understanding of gene-environment interactions (GxEs) studies. Even researchers deeply involved in nutrition studies, but with a focus elsewhere, can struggle to interpret, evaluate, and conduct GxE studies. There is an urgent need to study African populations that bear a heavy burden of NCDs, demonstrate unique genetic variability, and have cultural practices resulting in distinctive environmental exposures compared with Europeans or Americans, who are studied more. Although diverse and rapidly changing environments, as well as the high genetic variability of Africans and difference in linkage disequilibrium (ie, certain gene variants are inherited together more often than expected by chance), provide unparalleled potential to investigate the omics fields, only a small percentage of studies come from Africa. Furthermore, research evidence lags behind the practices of companies offering genetic testing for personalized medicine and nutrition. We need to generate more evidence on GxEs that also considers continental African populations to be able to prevent unethical practices and enable tailored treatments. This review aims to introduce nutrition professionals to genetics terms and valid methods to investigate GxEs and their challenges, and proposes ways to improve quality and reproducibility. The review also provides insight into the potential contributions of nutrigenetics and nutrigenomics to the healthcare sphere, addresses direct-to-consumer genetic testing, and concludes by offering insights into the field's future, including advanced technologies like artificial intelligence and machine learning.
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Affiliation(s)
- Cornelie Nienaber-Rousseau
- Centre of Excellence for Nutrition, North-West University, Potchefstroom, South Africa
- SAMRC Extramural Unit for Hypertension and Cardiovascular Disease, Faculty of Health Sciences, North-West University, Potchefstroom, South Africa
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10
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Taha SR, Boulos F. E-cadherin staining in the diagnosis of lobular versus ductal neoplasms of the breast: the emperor has no clothes. Histopathology 2025; 86:327-340. [PMID: 39138705 PMCID: PMC11707503 DOI: 10.1111/his.15295] [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] [Indexed: 08/15/2024]
Abstract
Categorizing breast neoplasia as ductal or lobular is a daily exercise that relies on a combination of histologic and immunohistochemical tools. The historically robust link between loss of the E-cadherin molecule and lobular neoplasia has rendered staining for E-cadherin by immunohistochemistry a staple of this diagnostic process. Unfortunately, discordances between E-cadherin expression and histomorphology, and variations in E-cadherin staining patterns and intensities abound in clinical practice, but are often neglected in favour of a binary interpretation of the E-cadherin result. In this article, we highlight the complexities of E-cadherin expression through a review of the E-cadherin protein and its associated gene (CDH1), the mechanisms leading to aberrant/absent E-cadherin expression, and the implications of these factors on the reliability of the E-cadherin immunohistochemical stain in the classification of ductal versus lobular mammary neoplasia.
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MESH Headings
- Female
- Humans
- Biomarkers, Tumor/analysis
- Biomarkers, Tumor/metabolism
- Breast Neoplasms/diagnosis
- Breast Neoplasms/pathology
- Breast Neoplasms/metabolism
- Cadherins/metabolism
- Cadherins/analysis
- Carcinoma, Ductal, Breast/diagnosis
- Carcinoma, Ductal, Breast/pathology
- Carcinoma, Ductal, Breast/metabolism
- Carcinoma, Lobular/diagnosis
- Carcinoma, Lobular/metabolism
- Carcinoma, Lobular/pathology
- Immunohistochemistry
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Affiliation(s)
- Seyed R Taha
- Department of Pathology and ImmunologyWashington University School of MedicineSt. LouisMOUSA
| | - Fouad Boulos
- Department of Pathology and ImmunologyWashington University School of MedicineSt. LouisMOUSA
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11
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Mahurkar‐Joshi S, Thompson M, Villarruel E, Lewis JD, Lin LD, Farid M, Nayeb‐Hashemi H, Storage T, Weiss GA, Limketkai BN, Sauk JS, Mayer EA, Chang L. Genome-Wide DNA Methylation Identifies Potential Disease-Specific Biomarkers and Pathophysiologic Mechanisms in Irritable Bowel Syndrome, Inflammatory Bowel Disease, and Celiac Disease. Neurogastroenterol Motil 2025; 37:e14980. [PMID: 39673136 PMCID: PMC11748828 DOI: 10.1111/nmo.14980] [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: 06/02/2024] [Revised: 11/25/2024] [Accepted: 11/26/2024] [Indexed: 12/16/2024]
Abstract
BACKGROUND AND AIMS Irritable bowel syndrome (IBS), inflammatory bowel disease (IBD), and celiac disease (CeD) present with similar gastrointestinal (GI) symptoms. DNA methylation-based biomarkers have not been investigated as diagnostic biomarkers to classify these disorders. We aimed to study DNA methylation profiles of IBS, IBD, CeD, and healthy controls (HC), develop machine learning-based classifiers, and identify associated gene ontology (GO) terms. METHODS Genome-wide DNA methylation of peripheral blood mononuclear cells from 315 patients with IBS, IBD, CeD, and HC was measured using Illumina's 450K or EPIC arrays. A methylation dataset on 304 IBD and HC samples was used for external validation. Differential methylation was measured using general linear models. Classifiers were developed using penalized generalized linear models using double cross-validation controlling for confounders. Functional enrichment was assessed using GO. RESULTS Three hundred and fifteen participants (148 IBS, 47 IBD, 34 CeD, and 86 HC) had DNA methylation data. IBS-IBD and IBD-CeD showed the highest number of differentially methylated CpG sites followed by IBD-HC, CeD-HC, and IBS-HC. IBS-associated genes were enriched in cell adhesion and neuronal pathways, while IBD- and CeD-associated markers were enriched in inflammation and MHC class II pathways, respectively (p < 0.05). Classification performances assessed using area under the receiver operating characteristic curves (AUC) for IBS-IBD, IBS-CeD, and IBD-CeD were 0.80 (95% CI = 0.7-0.87, p = 6.75E-10), 0.78 (95% CI = 0.68-0.86, p = 4.57E-10), and 0.73 (95% CI = 0.62-0.83, p = 0.03), respectively. The performance of IBD-HC was successfully validated using external data (AUC = 0.74 [95% CI = 68-0.80, p < 0.001]). CONCLUSIONS Blood-based DNA methylation biomarkers can potentially distinguish chronic GI disorders that present with similar symptoms. GO suggested functional significance of the classifiers in disease-specific pathology.
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Affiliation(s)
- Swapna Mahurkar‐Joshi
- G. Oppenheimer Center for the Neurobiology of Stress and ResilienceLos AngelesCaliforniaUSA
- Vatche and Tamar Manoukian Division of Digestive DiseasesLos AngelesCaliforniaUSA
- David Geffen School of Medicine at UCLALos AngelesCaliforniaUSA
| | - Mike Thompson
- Systems BiologyCentre for Genomic RegulationBarcelonaSpain
| | | | - James D. Lewis
- Division of Gastroenterology and HepatologyUniversity of Pennsylvania Perelman School of MedicinePhiladelphiaPennsylvaniaUSA
| | - Lisa D. Lin
- Vatche and Tamar Manoukian Division of Digestive DiseasesLos AngelesCaliforniaUSA
- David Geffen School of Medicine at UCLALos AngelesCaliforniaUSA
| | - Mary Farid
- Vatche and Tamar Manoukian Division of Digestive DiseasesLos AngelesCaliforniaUSA
- David Geffen School of Medicine at UCLALos AngelesCaliforniaUSA
| | - Hamed Nayeb‐Hashemi
- Vatche and Tamar Manoukian Division of Digestive DiseasesLos AngelesCaliforniaUSA
- David Geffen School of Medicine at UCLALos AngelesCaliforniaUSA
| | - Tina Storage
- Vatche and Tamar Manoukian Division of Digestive DiseasesLos AngelesCaliforniaUSA
- David Geffen School of Medicine at UCLALos AngelesCaliforniaUSA
| | - Guy A. Weiss
- Vatche and Tamar Manoukian Division of Digestive DiseasesLos AngelesCaliforniaUSA
- David Geffen School of Medicine at UCLALos AngelesCaliforniaUSA
- UCLA Celiac Disease ProgramLos AngelesCaliforniaUSA
| | - Berkeley N. Limketkai
- Vatche and Tamar Manoukian Division of Digestive DiseasesLos AngelesCaliforniaUSA
- David Geffen School of Medicine at UCLALos AngelesCaliforniaUSA
| | - Jenny S. Sauk
- Vatche and Tamar Manoukian Division of Digestive DiseasesLos AngelesCaliforniaUSA
- David Geffen School of Medicine at UCLALos AngelesCaliforniaUSA
| | - Emeran A. Mayer
- G. Oppenheimer Center for the Neurobiology of Stress and ResilienceLos AngelesCaliforniaUSA
- Vatche and Tamar Manoukian Division of Digestive DiseasesLos AngelesCaliforniaUSA
- David Geffen School of Medicine at UCLALos AngelesCaliforniaUSA
| | - Lin Chang
- G. Oppenheimer Center for the Neurobiology of Stress and ResilienceLos AngelesCaliforniaUSA
- Vatche and Tamar Manoukian Division of Digestive DiseasesLos AngelesCaliforniaUSA
- David Geffen School of Medicine at UCLALos AngelesCaliforniaUSA
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12
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Vasileva F, Font-Lladó R, López-Ros V, Barretina J, Noguera-Castells A, Esteller M, López-Bermejo A, Prats-Puig A. An Integrated Neuromuscular Training Intervention Applied in Primary School Induces Epigenetic Modifications in Disease-Related Genes: A Genome-Wide DNA Methylation Study. Scand J Med Sci Sports 2025; 35:e70012. [PMID: 39757698 DOI: 10.1111/sms.70012] [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: 10/25/2024] [Revised: 12/14/2024] [Accepted: 12/23/2024] [Indexed: 01/07/2025]
Abstract
Physical exercise has been shown to induce epigenetic modifications with various health implications, directly affect DNA methylation (DNAm), as well as reverse the epigenetic age. Hence, we aimed to identify differential methylation changes and assess the epigenetic age in the saliva of 7-9-year-old school children following a 3-month integrated neuromuscular training (INT), as well as to explore if any of the methylation changes are in core genes. Core genes are defined as genes of high relevance and essential importance within the human genome. Forty children (17 boys and 23 girls) were recruited from schools in Girona, Spain, and allocated into control (N = 20) or INT (N = 20) group. The INT group performed a 3-month INT as a warm-up during the physical education (PE) classes, encompassing strength, coordination, dynamic stabilization, plyometrics, speed, and agility exercises, whereas the control group performed traditional warm-up activities, encompassing aerobic exercises that will prepare the cardiovascular system and increase the joint mobility for the upcoming effort during the class. Genome-wide DNAm analysis was performed with the Illumina 900 K microarray. Core genes were recognized based on the accomplishment of a rigorous and widely accepted 3-point criteria: participation in the enriched pathways, high connectivity (≥ 10), and target genes of key transcription factors. There were 1200 differentially methylated positions (DMPs) in the control group and 414 DMPs in the INT group (FDR < 0.05, p < 0.05, Aβ < |0.1|), suggesting a non-significant trend of epigenetic age acceleration in the control group (1.18 months, p > 0.05) and a non-significant 1-month decrease of the epigenetic age in the INT group (p > 0.05). The genes with DMPs in the control group showed low similarity between enriched pathways and low interconnectivity, encompassing distinct pathways, mostly development and growth-related. Additionally, no core genes were identified in the control group. Interestingly, the genes with DMPs in the INT group showed high similarity between enriched pathways and high interconnectivity, encompassing related pathways involving signaling mechanisms, as well as hormone and protein metabolism pathways. Moreover, 17 DMPs in the children from the INT group were in core genes. The main findings of the present study are suggesting an integrated response to the training stimulus in 7-9-year-old school children that performed a 3-month INT, including epigenetic modifications in 17 genes considered as core genes. Trial Registration: The study protocol was registered in the ISRCTN registry (ISRCTN16744821).
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Affiliation(s)
- Fidanka Vasileva
- Pediatric Endocrinology Research Group, Biomedical Research Institute of Girona, Girona, Spain
- University School of Health and Sport, University of Girona, Girona, Spain
| | - Raquel Font-Lladó
- University School of Health and Sport, University of Girona, Girona, Spain
- Faculty of Education and Psychology, University of Girona, Girona, Spain
- Research Group of Culture, Education and Human Development, Institute of Educational Research, University of Girona, Girona, Spain
- Chair of Sport and Physical Education - Centre of Olympic Studies, University of Girona, Girona, Spain
| | - Víctor López-Ros
- Faculty of Education and Psychology, University of Girona, Girona, Spain
- Research Group of Culture, Education and Human Development, Institute of Educational Research, University of Girona, Girona, Spain
| | | | - Aleix Noguera-Castells
- Cancer Epigenetics Group, Josep Carreras Leukaemia Research Institute, Barcelona, Spain
- Department of Biosciences, Faculty of Science, Technology and Engineering, University of Vic-Central University of Catalonia, Barcelona, Spain
- Biomedical Research Centre in Cancer Network, Madrid, Spain
| | - Manel Esteller
- Cancer Epigenetics Group, Josep Carreras Leukaemia Research Institute, Barcelona, Spain
- Biomedical Research Centre in Cancer Network, Madrid, Spain
- Catalan Institution for Research and Advanced Studies, Barcelona, Spain
- Physiological Sciences Department, School of Medicine and Health Sciences, University of Barcelona, Barcelona, Spain
| | - Abel López-Bermejo
- Pediatric Endocrinology Research Group, Biomedical Research Institute of Girona, Girona, Spain
- Department of Medical Sciences, University of Girona, Girona, Spain
- Pediatric Endocrinology, Dr. Josep Trueta Hospital, Girona, Spain
| | - Anna Prats-Puig
- University School of Health and Sport, University of Girona, Girona, Spain
- Research Group Health and Health Care, Nursing Department, University of Girona, Girona, Spain
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13
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Sood S, Tiwari A, Sangwan J, Vohra M, Sinha NR, Tripathi R, Sangwan VS, Mohan RR. Role of epigenetics in corneal health and disease. Prog Retin Eye Res 2025; 104:101318. [PMID: 39547455 PMCID: PMC11710990 DOI: 10.1016/j.preteyeres.2024.101318] [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: 09/03/2024] [Revised: 11/12/2024] [Accepted: 11/13/2024] [Indexed: 11/17/2024]
Abstract
Epigenetics plays a vital role in corneal health and diseases. Epigenetic changes regulate the expression of genes by altering the accessibility of chromatin via histone modifications, DNA methylation and miRNAs without altering DNA sequence. Ocular trauma and infections are common causes of corneal damage, vision impairment, and mono/bilateral blindness worldwide. Mounting literature shows that epigenetic modifications can modulate corneal clarity, function, and pathogenesis including inflammation, wound healing, fibrosis, and neovascularization. Additionally, epigenetic modifications can be targeted to reverse corneal pathologies and develop interventional therapies. However, current understanding on how epigenetic modifications lead to corneal abnormalities and diseases is limited. This review provides in-depth knowledge and mechanistic understanding of epigenetics alterations in corneal pathogenesis, and information on potential epigenetic targets for treatment of corneal diseases.
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Affiliation(s)
- Swati Sood
- Departments of Veterinary Medicine & Surgery, College of Veterinary Medicine University of Missouri, Columbia, MO, USA
| | - Anil Tiwari
- Departments of Veterinary Medicine & Surgery, College of Veterinary Medicine University of Missouri, Columbia, MO, USA; Eicher-Shroff Centre for Stem Cells Research (ESC-SCR), Dr. Shroff Charity Eye Hospital, Delhi, India
| | - Jyoti Sangwan
- Eicher-Shroff Centre for Stem Cells Research (ESC-SCR), Dr. Shroff Charity Eye Hospital, Delhi, India
| | - Mehak Vohra
- Eicher-Shroff Centre for Stem Cells Research (ESC-SCR), Dr. Shroff Charity Eye Hospital, Delhi, India
| | - Nishant R Sinha
- Departments of Veterinary Medicine & Surgery, College of Veterinary Medicine University of Missouri, Columbia, MO, USA; Harry S. Truman Memorial Veterans' Hospital, Columbia, MO, USA; Department of Ophthalmology, School of Medicine, University of Missouri, Columbia, MO, USA
| | - Ratnakar Tripathi
- Departments of Veterinary Medicine & Surgery, College of Veterinary Medicine University of Missouri, Columbia, MO, USA; Harry S. Truman Memorial Veterans' Hospital, Columbia, MO, USA
| | - Virender S Sangwan
- Eicher-Shroff Centre for Stem Cells Research (ESC-SCR), Dr. Shroff Charity Eye Hospital, Delhi, India
| | - Rajiv R Mohan
- Departments of Veterinary Medicine & Surgery, College of Veterinary Medicine University of Missouri, Columbia, MO, USA; Harry S. Truman Memorial Veterans' Hospital, Columbia, MO, USA; Department of Ophthalmology, School of Medicine, University of Missouri, Columbia, MO, USA.
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14
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Velasco-Muñoz V, Uribe-Gaviria M, Suárez-Gómez SA, Villamizar-Romero A, Ricaurte-Fajardo A, Vásquez-Vélez IC, Cano-Gutiérrez CA. Regenerative characteristics of the immortal jellyfish, Turritopsis dohrnii, and their potential implications for human aging. Rev Esp Geriatr Gerontol 2024; 60:101607. [PMID: 39719736 DOI: 10.1016/j.regg.2024.101607] [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: 04/26/2024] [Revised: 10/20/2024] [Accepted: 10/22/2024] [Indexed: 12/26/2024]
Abstract
The jellyfish Turritopsis dohrnii (T. Nutricala) is a cnidarian of the Oceaniidae family that lives in the Mediterranean Sea. It is known as the immortal jellyfish since, through a process of cell development called transdifferentiation, it manages to return to a polyp state. The role of regeneration processes and their impact on aging have been studied in recent years for their potential applications in the development of more efficient pharmacology to address disorders related to aging. Reviewing the terms related to transdifferentiation in jellyfish and understanding the underlying mechanisms can help comprehend diverse processes such as aging, regeneration, and the molecular bases of diseases like cancer. This paper's purpose is to provide a description of the regenerative characteristics of the jellyfish T. dohrnii, investigate how its regenerative processes allow it to rejuvenate, and determine if these tissue restoration processes are also found in humans.
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Affiliation(s)
| | | | | | | | - Andrés Ricaurte-Fajardo
- Department of Radiology, Weill Cornell Medical College of Cornell University, New York, NY, USA; Department of Neurology, Pontificia Universidad Javeriana, Bogotá, Colombia.
| | | | - Carlos A Cano-Gutiérrez
- Department of Geriatrics, Aging Institute, Pontificia Universidad Javeriana, Bogotá, Colombia
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15
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Kidenya BR, Mboowa G. Unlocking the future of complex human diseases prediction: multi-omics risk score breakthrough. FRONTIERS IN BIOINFORMATICS 2024; 4:1510352. [PMID: 39737249 PMCID: PMC11682975 DOI: 10.3389/fbinf.2024.1510352] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2024] [Accepted: 11/29/2024] [Indexed: 01/01/2025] Open
Affiliation(s)
- Benson R. Kidenya
- Department of Biochemistry and Molecular Biology, Weill Bugando School of Medicine, Catholic University of Health and Allied Sciences, Mwanza, Tanzania
- Train-The-Trainers for Bioinformatics Group, Human Heredity and Health for Africa Bioinformatics Network (H3ABioNet), Cape Town, South Africa
| | - Gerald Mboowa
- Department of Immunology and Molecular Biology, College of Health Sciences, School of Biomedical Sciences, Makerere University, Kampala, Uganda
- The African Center of Excellence in Bioinformatics and Data-Intensive Sciences, The Infectious Diseases Institute, College of Health Sciences, Makerere University, Kampala, Uganda
- Africa Centres for Disease Control and Prevention, African Union Commission, Addis Ababa, Ethiopia
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16
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Chu WT, Wang J. Uncovering the lung cancer mechanisms through the chromosome structural ensemble characteristics and nucleation seeds. J Chem Phys 2024; 161:225101. [PMID: 39660659 DOI: 10.1063/5.0238929] [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: 09/16/2024] [Accepted: 11/25/2024] [Indexed: 12/12/2024] Open
Abstract
Lung cancer is one of the most common cancers in humans. However, there is still a need to understand the underlying mechanisms of a normal cell developing into a cancer cell. Here, we develop the chromosome dynamic structural model and quantify the important characteristics of the chromosome structural ensemble of the normal lung cell and the lung cancer A549 cell. Our results demonstrate the essential relationship among the chromosome ensemble, the epigenetic marks, and the gene expressions, which suggests the linkage between chromosome structure and function. The analysis reveals that the lung cancer cell may have a higher level of relative ensemble fluctuation (micro CFI) and a higher degree of phase separation between the two compartments than the normal lung cell. In addition, the significant conformational "switching off" events (from compartment A to B) are more than the significant conformational "switching on" events during the lung cancerization. We identify "nucleation seeds" or hot spots in chromosomes, which initiate the transitions and determine the mechanisms. The hot spots and interaction network results reveal that the lung cancerization process (from normal lung to A549) and the reversion process have different mechanisms. These investigations have revealed the cell fate determination mechanism of the lung cancer process, which will be helpful for the further prevention and control of cancers.
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Affiliation(s)
- Wen-Ting Chu
- State Key Laboratory of Electroanalytical Chemistry, Changchun Institute of Applied Chemistry, Chinese Academy of Sciences, Changchun, Jilin 130022, China
| | - Jin Wang
- Department of Chemistry and Physics, State University of New York at Stony Brook, Stony Brook, New York 11794, USA
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17
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Gillespie CA, Chowdhury A, Quinn KA, Jenkins MW, Rollins AM, Watanabe M, Ford SM. Fundamentals of DNA methylation in development. Pediatr Res 2024:10.1038/s41390-024-03674-7. [PMID: 39658604 DOI: 10.1038/s41390-024-03674-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/16/2023] [Revised: 09/12/2024] [Accepted: 09/30/2024] [Indexed: 12/12/2024]
Abstract
DNA methyation is critical to regulation of gene expression especially during developmentally dynamic changes. A large proportion occurs at CpG (a cytosine followed by a guanine nucleotide) sites and impacts gene expression based on location, timing and level of DNA methylation. The spectrum of effects produced by DNA methylation ranges from inhibition to enhancement of gene expression. Here basic terms and concepts in the study of DNA methylation are introduced. In addition, some of the commonly used techniques to assay DNA methylation are explained. New methods that allow the precise addition and removal of DNA methylation at specific sites will likely enhance our understanding of DNA methylation in development and may even lead to long-lasting therapeutic strategies to cure diseases. IMPACT: Fundamentals of DNA methylation including its significance are made accessible to a broad audience. Common assays for detecting DNA methylation are explained succinctly. Developmental patterns of DNA methylation detected in commonly used animal models are discussed and explained. Novel methodologies to investigate consequences of DNA methylation and demethylation are introduced.
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Affiliation(s)
- Caitlyn A Gillespie
- Department of Pediatrics, Case Western Reserve University School of Medicine, Cleveland, OH, 44106, USA
| | - Amrin Chowdhury
- Department of Pediatrics, Case Western Reserve University School of Medicine, Cleveland, OH, 44106, USA
| | - Katie A Quinn
- Department of Pediatrics, Case Western Reserve University School of Medicine, Cleveland, OH, 44106, USA
| | - Michael W Jenkins
- Department of Pediatrics, Case Western Reserve University School of Medicine, Cleveland, OH, 44106, USA
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH, 44106, USA
| | - Andrew M Rollins
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH, 44106, USA
| | - Michiko Watanabe
- Department of Pediatrics, Case Western Reserve University School of Medicine, Cleveland, OH, 44106, USA
| | - Stephanie M Ford
- Department of Pediatrics, Case Western Reserve University School of Medicine, Cleveland, OH, 44106, USA.
- Divisions of Neonatology and Pediatric Cardiology, UH Rainbow Babies and Children's Hospital, Cleveland, OH, 44106, USA.
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18
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Henkel M, Fillbrunn A, Marchand V, Raghunathan G, Berthold MR, Motorin Y, Marx A. A DNA Polymerase Variant Senses the Epigenetic Marker 5-Methylcytosine by Increased Misincorporation. Angew Chem Int Ed Engl 2024; 63:e202413304. [PMID: 39449390 DOI: 10.1002/anie.202413304] [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: 07/15/2024] [Indexed: 10/26/2024]
Abstract
Dysregulation of DNA methylation is associated with human disease, particularly cancer, and the assessment of aberrant methylation patterns holds great promise for clinical diagnostics. However, DNA polymerases do not effectively discriminate between processing 5-methylcytosine (5 mC) and unmethylated cytosine, resulting in the silencing of methylation information during amplification or sequencing. As a result, current detection methods require multi-step DNA conversion treatments or careful analysis of sequencing data to decipher individual 5 mC bases. To overcome these challenges, we propose a novel DNA polymerase-mediated 5 mC detection approach. Here, we describe the engineering of a thermostable DNA polymerase variant derived from Thermus aquaticus with altered fidelity towards 5 mC. Using a screening-based evolutionary approach, we have identified a DNA polymerase that exhibits increased misincorporation towards 5 mC during DNA synthesis. This DNA polymerase generates mutation signatures at methylated CpG sites, allowing direct detection of 5 mC by reading an increased error rate after sequencing without prior treatment of the sample DNA.
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Affiliation(s)
- Melanie Henkel
- Department of Chemistry, Konstanz Research School Chemical Biology, University of Konstanz, Universitätsstraße 10, 78464, Konstanz, Germany
| | - Alexander Fillbrunn
- Department of Computer Science, Konstanz Research School Chemical Biology, University of Konstanz, Universitätsstraße 10, 78464, Konstanz, Germany
| | - Virginie Marchand
- Epitranscriptomics and Sequencing (EpiRNA-Seq) Core Facility, UAR2008/US40 Ingénierie Biologie Santé en Lorraine (IBSLor), CNRS-UL-INSERM, Université de Lorraine, 9 Avenue de la Forêt de Haye, BP 20199, 54505, Vandoeuvre-les-Nancy, France
| | - Govindan Raghunathan
- Department of Chemistry, Konstanz Research School Chemical Biology, University of Konstanz, Universitätsstraße 10, 78464, Konstanz, Germany
| | - Michael R Berthold
- Department of Computer Science, Konstanz Research School Chemical Biology, University of Konstanz, Universitätsstraße 10, 78464, Konstanz, Germany
- KNIME AG, Talacker 50, 8001, Zurich, Switzerland
| | - Yuri Motorin
- Epitranscriptomics and Sequencing (EpiRNA-Seq) Core Facility, UAR2008/US40 Ingénierie Biologie Santé en Lorraine (IBSLor), CNRS-UL-INSERM, Université de Lorraine, 9 Avenue de la Forêt de Haye, BP 20199, 54505, Vandoeuvre-les-Nancy, France
- Ingénierie Moléculaire et Physiopathologie Articulaire (IMoPA), UMR7365 CNRS-Université de Lorraine, Université de Lorraine, 9 Avenue de la Forêt de Haye, BP 20199, 54505, Vandoeuvre-les-Nancy, France
| | - Andreas Marx
- Department of Chemistry, Konstanz Research School Chemical Biology, University of Konstanz, Universitätsstraße 10, 78464, Konstanz, Germany
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19
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Li L, Sun Y. Circulating tumor DNA methylation detection as biomarker and its application in tumor liquid biopsy: advances and challenges. MedComm (Beijing) 2024; 5:e766. [PMID: 39525954 PMCID: PMC11550092 DOI: 10.1002/mco2.766] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2024] [Revised: 09/02/2024] [Accepted: 09/03/2024] [Indexed: 11/16/2024] Open
Abstract
Circulating tumor DNA (ctDNA) methylation, an innovative liquid biopsy biomarker, has emerged as a promising tool in early cancer diagnosis, monitoring, and prognosis prediction. As a noninvasive approach, liquid biopsy overcomes the limitations of traditional tissue biopsy. Among various biomarkers, ctDNA methylation has garnered significant attention due to its high specificity and early detection capability across diverse cancer types. Despite its immense potential, the clinical application of ctDNA methylation faces substantial challenges pertaining to sensitivity, specificity, and standardization. In this review, we begin by introducing the basic biology and common detection techniques of ctDNA methylation. We then explore recent advancements and the challenges faced in the clinical application of ctDNA methylation in liquid biopsies. This includes progress in early screening and diagnosis, identification of clinical molecular subtypes, monitoring of recurrence and minimal residual disease (MRD), prediction of treatment response and prognosis, assessment of tumor burden, and determination of tissue origin. Finally, we discuss the future perspectives and challenges of ctDNA methylation detection in clinical applications. This comprehensive overview underscores the vital role of ctDNA methylation in enhancing cancer diagnostic accuracy, personalizing treatments, and effectively monitoring disease progression, providing valuable insights for future research and clinical practice.
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Affiliation(s)
- Lingyu Li
- Central Laboratory & Shenzhen Key Laboratory of Epigenetics and Precision Medicine for CancersNational Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital & Shenzhen HospitalChinese Academy of Medical Sciences and Peking Union Medical CollegeShenzhenChina
| | - Yingli Sun
- Central Laboratory & Shenzhen Key Laboratory of Epigenetics and Precision Medicine for CancersNational Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital & Shenzhen HospitalChinese Academy of Medical Sciences and Peking Union Medical CollegeShenzhenChina
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20
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Qiu Z, Zhan Y, Chen Z, Huang W, Liao J, Chen Z, Zheng J, Zheng Q, Lu C. SLIT3 deficiency promotes non-small cell lung cancer progression by modulating UBE2C/WNT signaling. Open Life Sci 2024; 19:20220956. [PMID: 39479352 PMCID: PMC11524389 DOI: 10.1515/biol-2022-0956] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2024] [Revised: 07/04/2024] [Accepted: 08/07/2024] [Indexed: 11/02/2024] Open
Abstract
In our prior research, it was noted that slit guidance ligand 3 (SLIT3), a member of the SLIT-secreted protein family, may play a potential role in tumorigenesis. In addition, our prior work has found that the SLIT3 gene is highly methylated, especially in advanced-stage lung cancer tissues. Herein, we propose the hypothesis that abnormal SLIT3 expression may be linked to lung cancer development. In this study, decreased SLIT3 at the transcriptome and proteome levels was observed in lung cancer tissues. Furthermore, the downregulation of SLIT3 was related to a higher tumor stage and poorer prognosis. Silencing SLIT3 expression enhanced cell proliferation and migration, indicating potential characteristics of a tumor suppressor gene of SLIT3 in non-small-cell lung cancer (NSCLC). Furthermore, SLIT3 deficiency stimulates UBE2C upregulation and regulates NSCLC progression through Wnt3A/β-catenin signaling. The activation of the WNT signaling pathway was highly correlated with chemoresistance development in lung cancer. In conclusion, SLIT3 deficiency promotes lung cancer onset and progression by modulating UBE2C/WNT signaling. SLIT3/UBE2C/WNT may serve as novel biomarkers and therapeutic targets in NSCLC.
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Affiliation(s)
- Zidan Qiu
- Longyan First Affiliated Hospital of Fujian Medical University, Jiuyi North Road No. 105, Xinluo District, Longyan, 364000, Fujian, The People’s Republic of China
| | - Ying Zhan
- Longyan First Affiliated Hospital of Fujian Medical University, Jiuyi North Road No. 105, Xinluo District, Longyan, 364000, Fujian, The People’s Republic of China
| | - Zhiyong Chen
- Longyan First Affiliated Hospital of Fujian Medical University, Jiuyi North Road No. 105, Xinluo District, Longyan, 364000, Fujian, The People’s Republic of China
| | - Wenjin Huang
- Longyan First Affiliated Hospital of Fujian Medical University, Jiuyi North Road No. 105, Xinluo District, Longyan, 364000, Fujian, The People’s Republic of China
| | - Jianrong Liao
- Longyan First Affiliated Hospital of Fujian Medical University, Jiuyi North Road No. 105, Xinluo District, Longyan, 364000, Fujian, The People’s Republic of China
| | - Zhen Chen
- Longyan First Affiliated Hospital of Fujian Medical University, Jiuyi North Road No. 105, Xinluo District, Longyan, 364000, Fujian, The People’s Republic of China
| | - Junqiong Zheng
- Longyan First Affiliated Hospital of Fujian Medical University, Jiuyi North Road No. 105, Xinluo District, Longyan, 364000, Fujian, The People’s Republic of China
| | - Qiuxiang Zheng
- Longyan First Affiliated Hospital of Fujian Medical University, Jiuyi North Road No. 105, Xinluo District, Longyan, 364000, Fujian, The People’s Republic of China
| | - Cuiping Lu
- Longyan First Affiliated Hospital of Fujian Medical University, Jiuyi North Road No. 105, Xinluo District, Longyan, 364000, Fujian, The People’s Republic of China
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21
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Zhou S, Chen J, Wei S, Zhou C, Wang D, Yan X, He X, Yan P. Exploring the correlation between DNA methylation and biological age using an interpretable machine learning framework. Sci Rep 2024; 14:24208. [PMID: 39406876 PMCID: PMC11480495 DOI: 10.1038/s41598-024-75586-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2024] [Accepted: 10/07/2024] [Indexed: 10/19/2024] Open
Abstract
DNA methylation plays a significant role in regulating transcription and exhibits a systematic change with age. These changes can be used to predict an individual's age. First, to identify methylation sites associated with biological age; second, to construct a biological age prediction model and preliminarily explore the biological significance of methylation-associated genes using machine learning. A biological age prediction model was constructed using human methylation data through data preprocessing, feature selection procedures, statistical analysis, and machine learning techniques. Subsequently, 15 methylation data sets were subjected to in-depth analysis using SHAP, GO enrichment, and KEGG analysis. XGBoost, LightGBM, and CatBoost identified 15 groups of methylation sites associated with biological age. The cg23995914 locus was identified as the most significant contributor to predicting biological age by calculating SHAP values. Furthermore, GO enrichment and KEGG analyses were employed to initially explore the methylated loci's biological significance.
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Affiliation(s)
- Sheng Zhou
- Department of Public Health and Health, Guizhou Medical University, Guizhou Province, China
| | - Jing Chen
- Guizhou Provincial Drug Administration inspection center, Guiyang, Guizhou Province, China
| | - Shanshan Wei
- Department of Public Health and Health, Guizhou Medical University, Guizhou Province, China
| | - Chengxing Zhou
- School of Biology&Engineering(School of Health Medicine Modern Industry), Guizhou Medical University, Guiyang, Guizhou, China
| | - Die Wang
- College of Anesthesia, Guizhou Medical University, Guizhou Province, China
| | - Xiaofan Yan
- School of Medicine and Health Management, Guizhou Medical University, Guizhou Province, China.
| | - Xun He
- School of Medicine and Health Management, Guizhou Medical University, Guizhou Province, China.
| | - Pengcheng Yan
- School of Clinical Medicine, Guizhou Medical University, Guizhou Province, China.
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22
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Tuminello S, Durmus N, Snuderl M, Chen Y, Shao Y, Reibman J, Arslan AA, Taioli E. DNA Methylation as a Molecular Mechanism of Carcinogenesis in World Trade Center Dust Exposure: Insights from a Structured Literature Review. Biomolecules 2024; 14:1302. [PMID: 39456235 PMCID: PMC11506790 DOI: 10.3390/biom14101302] [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: 09/06/2024] [Revised: 10/07/2024] [Accepted: 10/11/2024] [Indexed: 10/28/2024] Open
Abstract
The collapse of the World Trade Center (WTC) buildings in New York City generated a large plume of dust and smoke. WTC dust contained human carcinogens including metals, asbestos, polycyclic aromatic hydrocarbons (PAHs), persistent organic pollutants (POPs, including polychlorinated biphenyls (PCBs) and dioxins), and benzene. Excess levels of many of these carcinogens have been detected in biological samples of WTC-exposed persons, for whom cancer risk is elevated. As confirmed in this structured literature review (n studies = 80), all carcinogens present in the settled WTC dust (metals, asbestos, benzene, PAHs, POPs) have previously been shown to be associated with DNA methylation dysregulation of key cancer-related genes and pathways. DNA methylation is, therefore, a likely molecular mechanism through which WTC exposures may influence the process of carcinogenesis.
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Affiliation(s)
- Stephanie Tuminello
- Institute for Translational Epidemiology, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA;
- Department of Thoracic Surgery, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Nedim Durmus
- Department of Medicine, NYU Langone Medical Center, New York, NY 10016, USA
| | - Matija Snuderl
- Department of Pathology, NYU Langone Medical Center, New York, NY 10016, USA;
| | - Yu Chen
- Department of Population Health, NYU Langone Medical Center, New York, NY 10016, USA
- NYU Perlmutter Comprehensive Cancer Center, New York, NY 10016, USA
| | - Yongzhao Shao
- Department of Population Health, NYU Langone Medical Center, New York, NY 10016, USA
- NYU Perlmutter Comprehensive Cancer Center, New York, NY 10016, USA
| | - Joan Reibman
- Department of Medicine, NYU Langone Medical Center, New York, NY 10016, USA
- Division of Environmental Medicine, Department of Medicine, NYU Langone Medical Center, New York, NY 10016, USA
| | - Alan A. Arslan
- Department of Population Health, NYU Langone Medical Center, New York, NY 10016, USA
- NYU Perlmutter Comprehensive Cancer Center, New York, NY 10016, USA
- Department of Obstetrics and Gynecology, NYU Langone Medical Center, New York, NY 10016, USA
| | - Emanuela Taioli
- Institute for Translational Epidemiology, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA;
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23
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Nkongolo K, Michael P. Reduced representation bisulfite sequencing (RRBS) analysis reveals variation in distribution and levels of DNA methylation in white birch ( Betula papyrifera) exposed to nickel. Genome 2024; 67:351-367. [PMID: 39226484 DOI: 10.1139/gen-2024-0019] [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] [Indexed: 09/05/2024]
Abstract
Research in understanding the role of genetics and epigenetics in plant adaptations to environmental stressors such as metals is still in its infancy. The objective of the present study is to assess the effect of nickel on DNA methylation level and distribution in white birch (Betula papyrifera Marshall) using reduced representation bisulfite sequencing (RRBS). The distribution of methylated C sites of each sample revealed that the level of methylation was much higher in CG context varying between 54% and 65%, followed by CHG (24%-31.5%), and then CHH with the methylation rate between 3.3% and 5.2%. The analysis of differentially methylated regions (DMR) revealed that nickel induced both hypermethylation and hypomethylation when compared to water. Detailed analysis showed for the first time that nickel induced a higher level of hypermethylation compared to controls, while potassium triggers a higher level of hypomethylation compared to nickel. Surprisingly, the analysis of the distribution of DMRs revealed that 38%-42% were located in gene bodies, 20%-24% in exon, 19%-20% in intron, 16%-17% in promoters, and 0.03%-0.04% in transcription start site. RRBS was successful in detecting and mapping DMR in plants exposed to nickel.
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Affiliation(s)
- Kabwe Nkongolo
- Biomolecular Sciences Program and School of Natural Sciences, Laurentian University, Sudbury, ON P3E 2C6, Canada
| | - Paul Michael
- Biomolecular Sciences Program and School of Natural Sciences, Laurentian University, Sudbury, ON P3E 2C6, Canada
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24
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Kaplinsky A, Halperin R, Shlomai G, Tirosh A. Role of epigenetic regulation on catecholamine synthesis in pheochromocytoma and paraganglioma. Cancer 2024; 130:3289-3296. [PMID: 38872410 DOI: 10.1002/cncr.35426] [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: 02/10/2024] [Revised: 04/27/2024] [Accepted: 05/14/2024] [Indexed: 06/15/2024]
Abstract
INTRODUCTION Pheochromocytomas and paragangliomas (PPGLs) typically secrete catecholamines and their metabolites (metanephrines [MN] and normetanephrine [NMN]). Catecholamines are synthesized by several enzymes: phenylalanine hydroxylase (encoded by PAH), tyrosine hydroxylase (TH), aromatic L-amino acid decarboxylase (DDC), dopamine β-hydroxylase (DBH), and phenylethanolamine N-methyltransferase (PNMT). MN/NMN secretion varies between anatomical and molecular subgroups. The aim of this study was to assess the correlation between DNA methylation of catecholamine synthesis genes and MN/NMN secretion. METHODS Gene promoter methylation of PAH, TH, AADC, DBH, and PNMT were extracted and calculated based on publicly available data. Comparisons and correlation analysis were performed between MN ± NMN (MN/NMN), NMN only, and neither/unknown secretion patterns. Methylation levels and MN/NMN patterns were compared by three genetic alteration subgroups: pseudohypoxia (PH), kinase signaling (KS), and others. RESULTS A total of 178 cases were included. Methylation of PAH CpGs negatively correlated with probability for MN/NMN secretion (p < .05 for all CpGs) and positively with NMN-only secretion. NMN-only secreting tumors had significantly higher promoter methylation of PAH, DBH, and PNMT compared with MN/NMN-secreting tumors. MN/NMN-secreting PPGLs had mainly KS alterations (52.1%), whereas NMN-only PPGLs had PH alterations (41.9%). PPGLs in the PH versus KS group had gene promoter hypermethylation of PAH (p = .002), DBH (p = .02), and PNMT (p = .003). CONCLUSIONS Promoter methylation of genes encoding catecholamine synthesis enzymes is strongly and inversely correlated with MN/NMN patterns in PPGLs. KS and PH-related tumors have distinct methylation patterns. These results imply that methylation is a key regulatory mechanism of catecholamine synthesis in PPGLs.
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Affiliation(s)
- Anna Kaplinsky
- Cancer Center, Ramat Gan, Israel
- Tel Aviv University Faculty of Medicine, Tel-Aviv, Israel
| | - Reut Halperin
- Tel Aviv University Faculty of Medicine, Tel-Aviv, Israel
- Division of Endocrinology, Metabolism, and Diabetes, ENTIRE - Endocrine Neoplasia Translational Research Center, Ramat Gan, Israel
| | - Gadi Shlomai
- Tel Aviv University Faculty of Medicine, Tel-Aviv, Israel
- Internal Medicine D Ward, Sheba Medical Center, Ramat Gan, Israel
| | - Amit Tirosh
- Tel Aviv University Faculty of Medicine, Tel-Aviv, Israel
- Division of Endocrinology, Metabolism, and Diabetes, ENTIRE - Endocrine Neoplasia Translational Research Center, Ramat Gan, Israel
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25
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Galli FS, Mollari M, Tassinari V, Alimonti C, Ubaldi A, Cuva C, Marcoccia D. Overview of human health effects related to glyphosate exposure. FRONTIERS IN TOXICOLOGY 2024; 6:1474792. [PMID: 39359637 PMCID: PMC11445186 DOI: 10.3389/ftox.2024.1474792] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2024] [Accepted: 09/06/2024] [Indexed: 10/04/2024] Open
Abstract
Glyphosate is a chemical compound derived from glycine, marketed as a broad-spectrum herbicide, and represents one of the most widely used pesticides in the world. For a long time, it was assumed that glyphosate was harmless, either due to its selective enzymatic acting method on plants, and because commercial formulations were believed to contain only inert chemicals. Glyphosate is widely spread in the environment, the general population is daily exposed to it via different routes, including the consumption of both plant, and non-plant based foods. Glyphosate has been detected in high amounts in workers' urine, but has been detected likewise in bodily fluids, such as blood and maternal milk, and also in 60%-80% of general population, including children. Considering its massive presence, daily exposure to glyphosate could be considered a health risk for humans. Indeed, in 2015, the IARC (International Agency for Research on Cancer) classified glyphosate and its derivatives in Group 2A, as probable human carcinogens. In 2022, nevertheless, EFSA (European Food Safety Authority) stated that the available data did not provide sufficient evidence to prove the mutagenic/carcinogenic effects of glyphosate. Therefore, the European Commission (EC) decided to renew the approval of glyphosate for another 10 years. The purpose of this review is to examine the scientific literature, focusing on potential risks to human health arising from exposure to glyphosate, its metabolites and its commercial products (e.g., Roundup®), with particular regard to its mutagenic and carcinogenic potential and its effects as endocrine disrupter (ED) especially in the human reproductive system.
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Affiliation(s)
- Flavia Silvia Galli
- Istituto Zooprofilattico Sperimentale del Lazio e della Toscana "M. Aleandri", Rome, Italy
| | - Marta Mollari
- Istituto Zooprofilattico Sperimentale del Lazio e della Toscana "M. Aleandri", Rome, Italy
| | - Valentina Tassinari
- Department of Experimental Medicine, University of Rome Tor Vergata, Rome, Italy
| | - Cristian Alimonti
- Istituto Zooprofilattico Sperimentale del Lazio e della Toscana "M. Aleandri", Rome, Italy
| | - Alessandro Ubaldi
- Istituto Zooprofilattico Sperimentale del Lazio e della Toscana "M. Aleandri", Rome, Italy
| | - Camilla Cuva
- Istituto Zooprofilattico Sperimentale del Lazio e della Toscana "M. Aleandri", Rome, Italy
| | - Daniele Marcoccia
- Istituto Zooprofilattico Sperimentale del Lazio e della Toscana "M. Aleandri", Rome, Italy
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26
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Tivey A, Lee RJ, Clipson A, Hill SM, Lorigan P, Rothwell DG, Dive C, Mouliere F. Mining nucleic acid "omics" to boost liquid biopsy in cancer. Cell Rep Med 2024; 5:101736. [PMID: 39293399 PMCID: PMC11525024 DOI: 10.1016/j.xcrm.2024.101736] [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: 04/29/2024] [Revised: 07/22/2024] [Accepted: 08/21/2024] [Indexed: 09/20/2024]
Abstract
Treatments for cancer patients are becoming increasingly complex, and there is a growing desire from clinicians and patients for biomarkers that can account for this complexity to support informed decisions about clinical care. To achieve precision medicine, the new generation of biomarkers must reflect the spatial and temporal heterogeneity of cancer biology both between patients and within an individual patient. Mining the different layers of 'omics in a multi-modal way from a minimally invasive, easily repeatable, liquid biopsy has increasing potential in a range of clinical applications, and for improving our understanding of treatment response and resistance. Here, we detail the recent developments and methods allowing exploration of genomic, epigenomic, transcriptomic, and fragmentomic layers of 'omics from liquid biopsy, and their integration in a range of applications. We also consider the specific challenges that are posed by the clinical implementation of multi-omic liquid biopsies.
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Affiliation(s)
- Ann Tivey
- Cancer Research UK National Biomarker Centre, University of Manchester, Manchester, UK; Division of Cancer Sciences, University of Manchester, Manchester, UK
| | - Rebecca J Lee
- Cancer Research UK National Biomarker Centre, University of Manchester, Manchester, UK; Division of Cancer Sciences, University of Manchester, Manchester, UK
| | - Alexandra Clipson
- Cancer Research UK National Biomarker Centre, University of Manchester, Manchester, UK
| | - Steven M Hill
- Cancer Research UK National Biomarker Centre, University of Manchester, Manchester, UK
| | - Paul Lorigan
- Division of Cancer Sciences, University of Manchester, Manchester, UK
| | - Dominic G Rothwell
- Cancer Research UK National Biomarker Centre, University of Manchester, Manchester, UK
| | - Caroline Dive
- Cancer Research UK National Biomarker Centre, University of Manchester, Manchester, UK
| | - Florent Mouliere
- Cancer Research UK National Biomarker Centre, University of Manchester, Manchester, UK.
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27
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Xue Y, Liu L, Zhang Y, He Y, Wang J, Ma Z, Li TJ, Zhang J, Huang Y, Gao YQ. Unraveling the key role of chromatin structure in cancer development through epigenetic landscape characterization of oral cancer. Mol Cancer 2024; 23:190. [PMID: 39243015 PMCID: PMC11378415 DOI: 10.1186/s12943-024-02100-0] [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: 06/28/2024] [Accepted: 08/23/2024] [Indexed: 09/09/2024] Open
Abstract
Epigenetic alterations, such as those in chromatin structure and DNA methylation, have been extensively studied in a number of tumor types. But oral cancer, particularly oral adenocarcinoma, has received far less attention. Here, we combined laser-capture microdissection and muti-omics mini-bulk sequencing to systematically characterize the epigenetic landscape of oral cancer, including chromatin architecture, DNA methylation, H3K27me3 modification, and gene expression. In carcinogenesis, tumor cells exhibit reorganized chromatin spatial structures, including compromised compartment structures and altered gene-gene interaction networks. Notably, some structural alterations are observed in phenotypically non-malignant paracancerous but not in normal cells. We developed transformer models to identify the cancer propensity of individual genome loci, thereby determining the carcinogenic status of each sample. Insights into cancer epigenetic landscapes provide evidence that chromatin reorganization is an important hallmark of oral cancer progression, which is also linked with genomic alterations and DNA methylation reprogramming. In particular, regions of frequent copy number alternations in cancer cells are associated with strong spatial insulation in both cancer and normal samples. Aberrant methylation reprogramming in oral squamous cell carcinomas is closely related to chromatin structure and H3K27me3 signals, which are further influenced by intrinsic sequence properties. Our findings indicate that structural changes are both significant and conserved in two distinct types of oral cancer, closely linked to transcriptomic alterations and cancer development. Notably, the structural changes remain markedly evident in oral adenocarcinoma despite the considerably lower incidence of genomic copy number alterations and lesser extent of methylation alterations compared to squamous cell carcinoma. We expect that the comprehensive analysis of epigenetic reprogramming of different types and subtypes of primary oral tumors can provide additional guidance to the design of novel detection and therapy for oral cancer.
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Affiliation(s)
- Yue Xue
- Beijing National Laboratory for Molecular Sciences, College of Chemistry and Molecular Engineering, Peking University, Beijing, 100871, China
| | - Lu Liu
- Changping Laboratory, Beijing, 102206, China
| | - Ye Zhang
- Department of Stomatology, Beijing Chaoyang Hospital, Capital Medical University, Beijing, 100020, China
- Department of Oral Pathology, National Center of Stomatology, National Clinical Research Center for Oral Diseases, Peking University School and Hospital of Stomatology, National Engineering Research Center of Oral Biomaterials and Digital Medical Devices, Beijing, China
- Research Unit of Precision Pathologic Diagnosis in Tumors of the Oral and Maxillofacial Regions, Chinese Academy of Medical Sciences (2019RU034), Beijing, China
| | - Yueying He
- Beijing National Laboratory for Molecular Sciences, College of Chemistry and Molecular Engineering, Peking University, Beijing, 100871, China
| | - Jingyao Wang
- Beijing National Laboratory for Molecular Sciences, College of Chemistry and Molecular Engineering, Peking University, Beijing, 100871, China
| | - Zicheng Ma
- Changping Laboratory, Beijing, 102206, China
| | - Tie-Jun Li
- Department of Oral Pathology, National Center of Stomatology, National Clinical Research Center for Oral Diseases, Peking University School and Hospital of Stomatology, National Engineering Research Center of Oral Biomaterials and Digital Medical Devices, Beijing, China
- Research Unit of Precision Pathologic Diagnosis in Tumors of the Oral and Maxillofacial Regions, Chinese Academy of Medical Sciences (2019RU034), Beijing, China
| | - Jianyun Zhang
- Department of Oral Pathology, National Center of Stomatology, National Clinical Research Center for Oral Diseases, Peking University School and Hospital of Stomatology, National Engineering Research Center of Oral Biomaterials and Digital Medical Devices, Beijing, China.
- Research Unit of Precision Pathologic Diagnosis in Tumors of the Oral and Maxillofacial Regions, Chinese Academy of Medical Sciences (2019RU034), Beijing, China.
| | - Yanyi Huang
- Beijing National Laboratory for Molecular Sciences, College of Chemistry and Molecular Engineering, Peking University, Beijing, 100871, China.
- Biomedical Pioneering Innovation Center (BIOPIC), Peking University, Beijing, China.
- Institute for Cell Analysis, Shenzhen Bay Laboratory, Shenzhen, 528107, China.
| | - Yi Qin Gao
- Beijing National Laboratory for Molecular Sciences, College of Chemistry and Molecular Engineering, Peking University, Beijing, 100871, China.
- Changping Laboratory, Beijing, 102206, China.
- Biomedical Pioneering Innovation Center (BIOPIC), Peking University, Beijing, China.
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28
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Ponomaryova AA, Rykova EY, Solovyova AI, Tarasova AS, Kostromitsky DN, Dobrodeev AY, Afanasiev SA, Cherdyntseva NV. Dynamic Changes in Circulating Methylated Markers in Response to Antitumor Therapy of Rectal Cancer. J Gastrointest Cancer 2024; 55:1190-1198. [PMID: 38829580 DOI: 10.1007/s12029-024-01066-y] [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] [Accepted: 05/05/2024] [Indexed: 06/05/2024]
Abstract
BACKGROUND Rectal cancer (RC) occupies a leading position in the structure of oncological morbidity and mortality. Aberrant methylation of tumor-suppressor genes and hypomethylation of retrotransposons were shown to be detectable in cell-free DNA, circulating in the blood (cfDNA) of cancer patients, indicating the possibility to use them as diagnostic and prognosis markers. PURPOSE Evaluation of the changes in the methylation level of LINE-1 elements and SEPTIN9 and IKZF1 genes in the cell-surface-bound cfDNA (csb-cfDNA) from the blood of RC patients after antitumor therapy at a long-term follow-up. METHODS Blood samples were obtained from RC patients (n = 25) before treatment, after preoperative chemotherapy (3 courses according to the XELOX scheme), 10-15 days after surgery, and every 3 months during 12 months of dynamic observation. The methylation level of LINE-1, SEPTIN9, and IKZF1 in the csb-cfDNA was evaluated by quantitative methyl-specific PCR. RESULTS The LINE-1 methylation level in the csb-cfDNA increased 1.6 times in RC patients after chemotherapy and 3 times after tumor resection versus methylation level before therapy. The SEPTIN9 gene methylation level in the csb-cfDNA decreased by 1.7 times in RC patients after chemotherapy and by 2.3 times after tumor resection compared with the values before the treatment. The IKZF1 gene methylation level decreased by 2 times in RC patients after combined therapy. Notably, all patients with relapses (n = 5) showed an increase in methylation level for the SEPTIN9 and IKZF1 genes and a decrease of methylation level for the LINE-1 elements by 2 times or more in comparison with the level 10-15 days after surgery. There were no changes in the circulating SEPTIN9, IKZF1, and LINE-1 methylation levels during the 12-month follow-up period after the combined therapy of RC patients (n = 20) without relapses. CONCLUSION The results indicate that SEPTIN9, IKZF1, and LINE-1 methylation levels in the csb-cfDNA are potential markers of the effectiveness of antitumor therapy and early detection of relapse in RC patients.
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Affiliation(s)
- Anastasia A Ponomaryova
- Cancer Research Institute, Tomsk National Research Medical Center of the Russian Academy of Sciences, 634009, Tomsk, Russia.
| | - Elena Yu Rykova
- Institute of Cytology and Genetics of the Siberian Branch of the Russian Academy of Sciences, 630090, Novosibirsk, Russia
- Department of Engineering Problems of Ecology, Novosibirsk State Technical University, 630087, Novosibirsk, Russia
| | - Anastasia I Solovyova
- Department of Biochemistry, Medico-Biological Faculty, Siberian State Medical University, 634050, Tomsk, Russia
| | - Anna S Tarasova
- Cancer Research Institute, Tomsk National Research Medical Center of the Russian Academy of Sciences, 634009, Tomsk, Russia
| | - Dmitry N Kostromitsky
- Cancer Research Institute, Tomsk National Research Medical Center of the Russian Academy of Sciences, 634009, Tomsk, Russia
| | - Alexey Yu Dobrodeev
- Cancer Research Institute, Tomsk National Research Medical Center of the Russian Academy of Sciences, 634009, Tomsk, Russia
| | - Sergey A Afanasiev
- Cancer Research Institute, Tomsk National Research Medical Center of the Russian Academy of Sciences, 634009, Tomsk, Russia
| | - Nadezhda V Cherdyntseva
- Cancer Research Institute, Tomsk National Research Medical Center of the Russian Academy of Sciences, 634009, Tomsk, Russia
- Faculty of Chemistry, National Research Tomsk State University, 634050, Tomsk, Russia
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29
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Bonder MJ, Clark SJ, Krueger F, Luo S, Agostinho de Sousa J, Hashtroud AM, Stubbs TM, Stark AK, Rulands S, Stegle O, Reik W, von Meyenn F. scEpiAge: an age predictor highlighting single-cell ageing heterogeneity in mouse blood. Nat Commun 2024; 15:7567. [PMID: 39217176 PMCID: PMC11366017 DOI: 10.1038/s41467-024-51833-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2023] [Accepted: 08/16/2024] [Indexed: 09/04/2024] Open
Abstract
Ageing is the accumulation of changes and decline of function of organisms over time. The concept and biomarkers of biological age have been established, notably DNA methylation-based clocks. The emergence of single-cell DNA methylation profiling methods opens the possibility of studying the biological age of individual cells. Here, we generate a large single-cell DNA methylation and transcriptome dataset from mouse peripheral blood samples, spanning a broad range of ages. The number of genes expressed increases with age, but gene-specific changes are small. We next develop scEpiAge, a single-cell DNA methylation age predictor, which can accurately predict age in (very sparse) publicly available datasets, and also in single cells. DNA methylation age distribution is wider than technically expected, indicating epigenetic age heterogeneity and functional differences. Our work provides a foundation for single-cell and sparse data epigenetic age predictors, validates their functionality and highlights epigenetic heterogeneity during ageing.
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Affiliation(s)
- Marc Jan Bonder
- Division of Computational Genomics and Systems Genetics, German Cancer Research Center, Heidelberg, Germany.
- Genome Biology Unit, European Molecular Biology Laboratory, Heidelberg, Germany.
- Department of Genetics, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands.
- Oncode Institute, Utrecht, The Netherlands.
| | - Stephen J Clark
- Altos Labs, Cambridge Institute of Science, Cambridge, UK.
- Epigenetics Programme, The Babraham Institute, Cambridge, UK.
| | - Felix Krueger
- Altos Labs, Cambridge Institute of Science, Cambridge, UK
- Bioinformatics Group, The Babraham Institute, Cambridge, UK
| | - Siyuan Luo
- Laboratory of Nutrition and Metabolic Epigenetics, Department of Health Sciences and Technology, ETH Zurich, Zurich, Switzerland
| | - João Agostinho de Sousa
- Laboratory of Nutrition and Metabolic Epigenetics, Department of Health Sciences and Technology, ETH Zurich, Zurich, Switzerland
| | - Aida M Hashtroud
- Max Planck Institute for the Physics of Complex Systems, Dresden, Germany
- Arnold Sommerfeld Center for Theoretical Physics and Center for NanoScience, Department of Physics, Ludwig-Maximilians-Universität, Munich, Germany
| | - Thomas M Stubbs
- Epigenetics Programme, The Babraham Institute, Cambridge, UK
- Chronomics Limited, London, UK
| | | | - Steffen Rulands
- Max Planck Institute for the Physics of Complex Systems, Dresden, Germany
- Arnold Sommerfeld Center for Theoretical Physics and Center for NanoScience, Department of Physics, Ludwig-Maximilians-Universität, Munich, Germany
| | - Oliver Stegle
- Division of Computational Genomics and Systems Genetics, German Cancer Research Center, Heidelberg, Germany
- Genome Biology Unit, European Molecular Biology Laboratory, Heidelberg, Germany
| | - Wolf Reik
- Altos Labs, Cambridge Institute of Science, Cambridge, UK.
- Epigenetics Programme, The Babraham Institute, Cambridge, UK.
- Wellcome Trust Sanger Institute, Hinxton, Cambridge, UK.
| | - Ferdinand von Meyenn
- Laboratory of Nutrition and Metabolic Epigenetics, Department of Health Sciences and Technology, ETH Zurich, Zurich, Switzerland.
- Department of Medical and Molecular Genetics, King's College London, London, UK.
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Notomi R, Sasaki S, Taniguchi Y. Novel strategy for activating gene expression through triplex DNA formation targeting epigenetically suppressed genes. RSC Chem Biol 2024; 5:884-890. [PMID: 39211471 PMCID: PMC11353075 DOI: 10.1039/d4cb00134f] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2024] [Accepted: 07/23/2024] [Indexed: 09/04/2024] Open
Abstract
Triplex DNA formation is a useful genomic targeting tool that is expected to have a wide range of applications, including the antigene method; however, there are fundamental limitations in its forming sequence. We recently extended the triplex DNA-forming sequence to methylated DNA sequences containing 5mCG base pairs by developing guanidino-dN, which is capable of recognizing a 5mCG base pair with high affinity. We herein investigated the effect of triplex DNA formation using TFOs with guanidino-dN on methylated DNA sequences at the promoter of the RASSF1A gene, whose expression is epigenetically suppressed by DNA methylation in MCF-7 cells, on gene expression. Interestingly, triplex DNA formation increased the expression of the RASSF1A gene at the transcript and protein levels. Furthermore, RASSF1A-activated MCF-7 cells exhibited cell growth suppressing activity. Changes in the expression of various genes associated with the promotion of apoptosis and breast cancer survival accompanied the activation of RASSF1A in cells exhibited antiproliferative activity. These results suggest the potential of increases in gene expression through triplex DNA formation as a new genomic targeting tool.
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Affiliation(s)
- Ryotaro Notomi
- Graduate School of Pharmaceutical Sciences, Kyushu University 3-1-1 Maidashi Higashi-ku Fukuoka 812-8582 Japan
| | - Shigeki Sasaki
- Graduate School of Pharmaceutical Sciences, Nagasaki International University 22825-7 Huis Ten Bosch Machi Sasebo city Nagasaki 859-3298 Japan
| | - Yosuke Taniguchi
- Faculty of Medicine, Dentistry and Pharmaceutical Sciences, Okayama University 1-1-1 Tsushima-naka Kita-ku Okayama 700-8530 Japan
- Graduate School of Pharmaceutical Sciences, Kyushu University 3-1-1 Maidashi Higashi-ku Fukuoka 812-8582 Japan
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Shah P, Taylor WR, Negaard BJ, Gochanour BR, Mahoney DW, Then SS, Devens ME, Foote PH, Doering KA, Burger KN, Nikolai B, Kaiser MW, Allawi HT, Cheville JC, Kisiel JB, Gettman MT. Methylated DNA Markers in Voided Urine for the Identification of Clinically Significant Prostate Cancer. Life (Basel) 2024; 14:1024. [PMID: 39202766 PMCID: PMC11355912 DOI: 10.3390/life14081024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2024] [Revised: 08/12/2024] [Accepted: 08/14/2024] [Indexed: 09/03/2024] Open
Abstract
INTRODUCTION Non-invasive assays are needed to better discriminate patients with prostate cancer (PCa) to avoid over-treatment of indolent disease. We analyzed 14 methylated DNA markers (MDMs) from urine samples of patients with biopsy-proven PCa relative to healthy controls and further studied discrimination of clinically significant PCa (csPCa) from healthy controls and Gleason 6 cancers. METHODS To evaluate the panel, urine from 24 healthy male volunteers with no clinical suspicion for PCa and 24 men with biopsy-confirmed disease across all Gleason scores was collected. Blinded to clinical status, DNA from the supernatant was analyzed for methylation signal within specific DNA sequences across 14 genes (HES5, ZNF655, ITPRIPL1, MAX.chr3.6187, SLCO3A1, CHST11, SERPINB9, WNT3A, KCNB2, GAS6, AKR1B1, MAX.chr3.8028, GRASP, ST6GALNAC2) by target enrichment long-probe quantitative-amplified signal assays. RESULTS Utilizing an overall specificity cut-off of 100% for discriminating normal controls from PCa cases across the MDM panel resulted in 71% sensitivity (95% CI: 49-87%) for PCa detection (4/7 Gleason 6, 8/12 Gleason 7, 5/5 Gleason 8+) and 76% (50-92%) for csPCa (Gleason ≥ 7). At 100% specificity for controls and Gleason 6 patients combined, MDM panel sensitivity was 59% (33-81%) for csPCa (5/12 Gleason 7, 5/5 Gleason 8+). CONCLUSIONS MDMs assayed in urine offer high sensitivity and specificity for detection of clinically significant prostate cancer. Prospective evaluation is necessary to estimate discrimination of patients as first-line screening and as an adjunct to prostate-specific antigen (PSA) testing.
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Affiliation(s)
- Paras Shah
- Department of Urology, Mayo Clinic, Rochester, MN 55905, USA;
| | - William R. Taylor
- Division of Gastroenterology, Mayo Clinic, Rochester, MN 55905, USA; (W.R.T.); (B.J.N.); (S.S.T.); (M.E.D.); (P.H.F.); (K.A.D.); (J.B.K.)
| | - Brianna J. Negaard
- Division of Gastroenterology, Mayo Clinic, Rochester, MN 55905, USA; (W.R.T.); (B.J.N.); (S.S.T.); (M.E.D.); (P.H.F.); (K.A.D.); (J.B.K.)
| | - Benjamin R. Gochanour
- Division of Clinical Trials and Biostatistics, Mayo Clinic, Rochester, MN 55905, USA; (B.R.G.); (D.W.M.); (K.N.B.)
| | - Douglas W. Mahoney
- Division of Clinical Trials and Biostatistics, Mayo Clinic, Rochester, MN 55905, USA; (B.R.G.); (D.W.M.); (K.N.B.)
| | - Sara S. Then
- Division of Gastroenterology, Mayo Clinic, Rochester, MN 55905, USA; (W.R.T.); (B.J.N.); (S.S.T.); (M.E.D.); (P.H.F.); (K.A.D.); (J.B.K.)
| | - Mary E. Devens
- Division of Gastroenterology, Mayo Clinic, Rochester, MN 55905, USA; (W.R.T.); (B.J.N.); (S.S.T.); (M.E.D.); (P.H.F.); (K.A.D.); (J.B.K.)
| | - Patrick H. Foote
- Division of Gastroenterology, Mayo Clinic, Rochester, MN 55905, USA; (W.R.T.); (B.J.N.); (S.S.T.); (M.E.D.); (P.H.F.); (K.A.D.); (J.B.K.)
| | - Karen A. Doering
- Division of Gastroenterology, Mayo Clinic, Rochester, MN 55905, USA; (W.R.T.); (B.J.N.); (S.S.T.); (M.E.D.); (P.H.F.); (K.A.D.); (J.B.K.)
| | - Kelli N. Burger
- Division of Clinical Trials and Biostatistics, Mayo Clinic, Rochester, MN 55905, USA; (B.R.G.); (D.W.M.); (K.N.B.)
| | - Brandon Nikolai
- Exact Sciences Corporation, Madison, WI 53719, USA; (B.N.); (M.W.K.); (H.T.A.)
| | - Michael W. Kaiser
- Exact Sciences Corporation, Madison, WI 53719, USA; (B.N.); (M.W.K.); (H.T.A.)
| | - Hatim T. Allawi
- Exact Sciences Corporation, Madison, WI 53719, USA; (B.N.); (M.W.K.); (H.T.A.)
| | - John C. Cheville
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN 55905, USA;
| | - John B. Kisiel
- Division of Gastroenterology, Mayo Clinic, Rochester, MN 55905, USA; (W.R.T.); (B.J.N.); (S.S.T.); (M.E.D.); (P.H.F.); (K.A.D.); (J.B.K.)
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Rudenko AY, Mariasina SS, Bolikhova AK, Nikulin MV, Ozhiganov RM, Vasil'ev VG, Ikhalaynen YA, Khandazhinskaya AL, Khomutov MA, Sergiev PV, Khomutov AR, Polshakov VI. Organophosphorus S-adenosyl- L-methionine mimetics: synthesis, stability, and substrate properties. Front Chem 2024; 12:1448747. [PMID: 39148665 PMCID: PMC11325224 DOI: 10.3389/fchem.2024.1448747] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2024] [Accepted: 07/11/2024] [Indexed: 08/17/2024] Open
Abstract
S-Adenosyl-l-methionine (SAM)-mediated methylation of biomolecules controls their function and regulates numerous vital intracellular processes. Analogs of SAM with a reporter group in place of the S-methyl group are widely used to study these processes. However, many of these analogs are chemically unstable that largely limits their practical application. We have developed a new compound, SAM-P H , which contains an H-phosphinic group (-P(O)(H)OH) instead of the SAM carboxylic group. SAM-P H is significantly more stable than SAM, retains functional activity in catechol-O-methyltransferase and methyltransferase WBSCR27 reactions. The last is associated with Williams-Beuren syndrome. Rac-SAM-P H was synthesized chemically, while (R,S)-SAM-P H and its analogs were prepared enzymatically either from H-phosphinic analogs of methionine (Met-PH) or H-phosphinic analog of S-adenosyl-l-homocysteine (SAH-P H ) using methionine adenosyltransferase 2A or halide methyltransferases, respectively. SAH-P H undergoes glycoside bond cleavage in the presence of methylthioadenosine nucleosidase like natural SAH. Thus, SAM-P H and its analogs are promising new tools for investigating methyltransferases and incorporating reporter groups into their substrates.
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Affiliation(s)
- Alexander Yu Rudenko
- Belozersky Institute of Physico-Chemical Biology, M. V. Lomonosov Moscow State University, Moscow, Russia
- Faculty of Fundamental Medicine, M. V. Lomonosov Moscow State University, Moscow, Russia
| | - Sofia S Mariasina
- Belozersky Institute of Physico-Chemical Biology, M. V. Lomonosov Moscow State University, Moscow, Russia
- Faculty of Fundamental Medicine, M. V. Lomonosov Moscow State University, Moscow, Russia
- Chemistry Department, M. V. Lomonosov Moscow State University, Moscow, Russia
- Research and Educational Resource Center "Pharmacy", RUDN University, Moscow, Russia
| | - Anastasiia K Bolikhova
- Belozersky Institute of Physico-Chemical Biology, M. V. Lomonosov Moscow State University, Moscow, Russia
- Chemistry Department, M. V. Lomonosov Moscow State University, Moscow, Russia
| | - Maxim V Nikulin
- Belozersky Institute of Physico-Chemical Biology, M. V. Lomonosov Moscow State University, Moscow, Russia
| | - Ratislav M Ozhiganov
- Belozersky Institute of Physico-Chemical Biology, M. V. Lomonosov Moscow State University, Moscow, Russia
- Higher Chemical College RAS, Mendeleev University of Chemical Technology, Moscow, Russia
| | - Vasiliy G Vasil'ev
- Research and Educational Resource Center "Pharmacy", RUDN University, Moscow, Russia
| | - Yuri A Ikhalaynen
- Chemistry Department, M. V. Lomonosov Moscow State University, Moscow, Russia
| | | | - Maxim A Khomutov
- Engelhardt Institute of Molecular Biology, Russian Academy of Sciences, Moscow, Russia
| | - Peter V Sergiev
- Belozersky Institute of Physico-Chemical Biology, M. V. Lomonosov Moscow State University, Moscow, Russia
- Chemistry Department, M. V. Lomonosov Moscow State University, Moscow, Russia
| | - Alex R Khomutov
- Engelhardt Institute of Molecular Biology, Russian Academy of Sciences, Moscow, Russia
| | - Vladimir I Polshakov
- Faculty of Fundamental Medicine, M. V. Lomonosov Moscow State University, Moscow, Russia
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Xiong HY, Wyns A, Campenhout JV, Hendrix J, De Bruyne E, Godderis L, Schabrun S, Nijs J, Polli A. Epigenetic Landscapes of Pain: DNA Methylation Dynamics in Chronic Pain. Int J Mol Sci 2024; 25:8324. [PMID: 39125894 PMCID: PMC11312850 DOI: 10.3390/ijms25158324] [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: 06/30/2024] [Revised: 07/19/2024] [Accepted: 07/23/2024] [Indexed: 08/12/2024] Open
Abstract
Chronic pain is a prevalent condition with a multifaceted pathogenesis, where epigenetic modifications, particularly DNA methylation, might play an important role. This review delves into the intricate mechanisms by which DNA methylation and demethylation regulate genes associated with nociception and pain perception in nociceptive pathways. We explore the dynamic nature of these epigenetic processes, mediated by DNA methyltransferases (DNMTs) and ten-eleven translocation (TET) enzymes, which modulate the expression of pro- and anti-nociceptive genes. Aberrant DNA methylation profiles have been observed in patients with various chronic pain syndromes, correlating with hypersensitivity to painful stimuli, neuronal hyperexcitability, and inflammatory responses. Genome-wide analyses shed light on differentially methylated regions and genes that could serve as potential biomarkers for chronic pain in the epigenetic landscape. The transition from acute to chronic pain is marked by rapid DNA methylation reprogramming, suggesting its potential role in pain chronicity. This review highlights the importance of understanding the temporal dynamics of DNA methylation during this transition to develop targeted therapeutic interventions. Reversing pathological DNA methylation patterns through epigenetic therapies emerges as a promising strategy for pain management.
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Affiliation(s)
- Huan-Yu Xiong
- Pain in Motion Research Group (PAIN), Department of Physiotherapy, Human Physiology and Anatomy, Faculty of Physical Education & Physiotherapy, Vrije Universiteit Brussel, 1090 Brussels, Belgium; (H.-Y.X.); (A.W.); (J.V.C.); (J.H.); (A.P.)
| | - Arne Wyns
- Pain in Motion Research Group (PAIN), Department of Physiotherapy, Human Physiology and Anatomy, Faculty of Physical Education & Physiotherapy, Vrije Universiteit Brussel, 1090 Brussels, Belgium; (H.-Y.X.); (A.W.); (J.V.C.); (J.H.); (A.P.)
| | - Jente Van Campenhout
- Pain in Motion Research Group (PAIN), Department of Physiotherapy, Human Physiology and Anatomy, Faculty of Physical Education & Physiotherapy, Vrije Universiteit Brussel, 1090 Brussels, Belgium; (H.-Y.X.); (A.W.); (J.V.C.); (J.H.); (A.P.)
| | - Jolien Hendrix
- Pain in Motion Research Group (PAIN), Department of Physiotherapy, Human Physiology and Anatomy, Faculty of Physical Education & Physiotherapy, Vrije Universiteit Brussel, 1090 Brussels, Belgium; (H.-Y.X.); (A.W.); (J.V.C.); (J.H.); (A.P.)
- Department of Public Health and Primary Care, Centre for Environment & Health, KU Leuven, 3000 Leuven, Belgium;
- Research Foundation—Flanders (FWO), 1000 Brussels, Belgium
| | - Elke De Bruyne
- Translational Oncology Research Center (TORC), Team Hematology and Immunology (HEIM), Vrije Universiteit Brussel, 1090 Brussels, Belgium;
| | - Lode Godderis
- Department of Public Health and Primary Care, Centre for Environment & Health, KU Leuven, 3000 Leuven, Belgium;
| | - Siobhan Schabrun
- The School of Physical Therapy, University of Western Ontario, London, ON N6A 3K7, Canada;
- The Gray Centre for Mobility and Activity, Parkwood Institute, St. Joseph’s Healthcare, London, ON N6A 4V2, Canada
| | - Jo Nijs
- Pain in Motion Research Group (PAIN), Department of Physiotherapy, Human Physiology and Anatomy, Faculty of Physical Education & Physiotherapy, Vrije Universiteit Brussel, 1090 Brussels, Belgium; (H.-Y.X.); (A.W.); (J.V.C.); (J.H.); (A.P.)
- Chronic Pain Rehabilitation, Department of Physical Medicine and Physiotherapy, University Hospital Brussels, 1090 Brussels, Belgium
- Department of Health and Rehabilitation, Unit of Physiotherapy, Institute of Neuroscience and Physiology, Sahlgrenska Academy, University of Gothenburg, 41390 Göterbog, Sweden
| | - Andrea Polli
- Pain in Motion Research Group (PAIN), Department of Physiotherapy, Human Physiology and Anatomy, Faculty of Physical Education & Physiotherapy, Vrije Universiteit Brussel, 1090 Brussels, Belgium; (H.-Y.X.); (A.W.); (J.V.C.); (J.H.); (A.P.)
- Department of Public Health and Primary Care, Centre for Environment & Health, KU Leuven, 3000 Leuven, Belgium;
- Research Foundation—Flanders (FWO), 1000 Brussels, Belgium
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Grootswagers P, Bach D, Biemans Y, Behrouzi P, Horvath S, Kramer CS, Liu S, Manson JE, Shadyab AH, Stewart JD, Whitsel E, Yang B, de Groot L. Discovering the direct relations between nutrients and epigenetic ageing. J Nutr Health Aging 2024; 28:100324. [PMID: 39067141 DOI: 10.1016/j.jnha.2024.100324] [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: 06/14/2024] [Revised: 07/12/2024] [Accepted: 07/22/2024] [Indexed: 07/30/2024]
Abstract
BACKGROUND Along with the ageing of society, the absolute prevalence of age-related diseases is expected to rise, leading to a substantial burden on healthcare systems and society. Thus, there is an urgent need to promote healthy ageing. As opposed to chronological age, biological age was introduced to accurately represent the ageing process, as it considers physiological deterioration that is linked to morbidity and mortality risk. Furthermore, biological age responds to various factors, including nutritional factors, which have the potential to mitigate the risk of age-related diseases. As a result, a promising biomarker of biological age known as the epigenetic clock has emerged as a suitable measure to investigate the direct relations between nutritional factors and ageing, thereby identifying potential intervention targets to improve healthy ageing. METHODS In this study, we analysed data from 3,969 postmenopausal women from the Women's Health Initiative to identify nutrients that are associated with the rate of ageing by using an accurate measure of biological age called the PhenoAge epigenetic clock. We used Copula Graphical Models, a data-driven exploratory analysis tool, to identify direct relationships between nutrient intake and age-acceleration, while correcting for every variable in the dataset. RESULTS We revealed that increased dietary intakes of coumestrol, beta-carotene and arachidic acid were associated with decelerated epigenetic ageing. In contrast, increased intakes of added sugar, gondoic acid, behenic acid, arachidonic acid, vitamin A and ash were associated with accelerated epigenetic ageing in postmenopausal women. CONCLUSION Our study discovered direct relations between nutrients and epigenetic ageing, revealing promising areas for follow-up studies to determine the magnitude and causality of our estimated diet-epigenetic relationships.
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Affiliation(s)
- Pol Grootswagers
- Division of Human Nutrition and Health, Wageningen University and Research, Wageningen, Netherlands.
| | - Daimy Bach
- Division of Human Nutrition and Health, Wageningen University and Research, Wageningen, Netherlands
| | - Ynte Biemans
- Division of Human Nutrition and Health, Wageningen University and Research, Wageningen, Netherlands
| | - Pariya Behrouzi
- Biometris, Mathematical and Statistical Methods, Wageningen University and Research, Wageningen, Netherlands
| | - Steve Horvath
- Department of Human Genetics, David Geffen School of Medicine, University of California, Los Angeles, USA; Altos Labs, San Diego Institute of Science, San Diego, CA, USA; Department of Biostatistics, Fielding School of Public Health, University of California, Los Angeles, USA
| | - Charlotte S Kramer
- Division of Human Nutrition and Health, Wageningen University and Research, Wageningen, Netherlands
| | - Simin Liu
- Department of Epidemiology and Center for Global Cardiometabolic Health, School of Public Health, Departments of Medicine and Surgery, Alpert School of Medicine, Brown University, Providence, RI, USA
| | - JoAnn E Manson
- Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Aladdin H Shadyab
- Herbert Wertheim School of Public Health and Human Longevity Science, University of California, San Diego, La Jolla, CA, USA
| | - James D Stewart
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Eric Whitsel
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA; Department of Medicine, School of Medicine, University of North Carolina, Chapel Hill, NC, USA
| | - Bo Yang
- Department of Epidemiology and Center for Global Cardiometabolic Health, School of Public Health, Brown University, Providence, RI, USA
| | - Lisette de Groot
- Division of Human Nutrition and Health, Wageningen University and Research, Wageningen, Netherlands
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Wang S, Dong Y, Zhai L, Bai Y, Yang Y, Jia L. Decreased Treg cells induced by bisphenol A is associated with up-regulation of PI3K/Akt/mTOR signaling pathway and Foxp3 DNA methylation in spleen of adolescent mice. CHEMOSPHERE 2024; 357:141957. [PMID: 38641296 DOI: 10.1016/j.chemosphere.2024.141957] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/17/2024] [Revised: 03/29/2024] [Accepted: 04/08/2024] [Indexed: 04/21/2024]
Abstract
The current study aimed to explore whether bisphenol A (BPA) exposure aggravated the decrease in Tregs induced by ovalbumin (OVA) in adolescent female mouse models of asthma, and whether the process was associated with mTOR-mediated signaling pathways and DNA methylation levels. A total of 40 female C57BL/6 mice at the age of four weeks were used and divided into five groups after 1 week of domestication. Each group consisted of eight mice: the control group, OVA group, OVA + BPA (0.1 μg mL-1) group, OVA + BPA (0.2 μg mL-1) group, and OVA + BPA (0.4 μg mL-1) group. Results revealed that Foxp3 protein levels decreased in the spleens of mice exposed to BPA compared to those in the OVA group. After an elevation in BPA dose, the mRNAs of methyltransferases (Dnmt1, Dnmt3a, and Dnmt3b) were gradually upregulated. The mechanism was related to the activity of TLR4/NF-κB and PI3K/Akt/mTOR signaling pathways and the enhancement of Foxp3 DNA methylation. Our results, collectively, provided a new view for studying the mechanisms underlying BPA exposure-induced immune dysfunction. Investigation of the regulatory mechanisms of DNA methylation in the abnormal Th immune response caused by BPA exposure could help reveal the causes and molecular mechanisms underlying the high incidence of allergic diseases in children in recent years.
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Affiliation(s)
- Simeng Wang
- Institute for International Health Professions Education and Research, China Medical University, No. 77 Puhe Road, Shenyang North New Area, Shenyang, Liaoning, 110122, PR China.
| | - Youdan Dong
- Department of Rheumatology, Shengjing Hospital of China Medical University, Shenyang, Liaoning, 110022, PR China.
| | - Lingling Zhai
- Department of Child and Adolescent Health, School of Public Health, China Medical University, No. 77 Puhe Road, Shenyang North New Area, Shenyang, Liaoning, 110122, PR China.
| | - Yinglong Bai
- Department of Child and Adolescent Health, School of Public Health, China Medical University, No. 77 Puhe Road, Shenyang North New Area, Shenyang, Liaoning, 110122, PR China.
| | - Yilong Yang
- Department of Health Policy and Management, School of Public Health, Hangzhou Normal University, NO. 2318 Yuhangtang Road, Yuhang District, Hangzhou, Zhejiang, 311121, PR China.
| | - Lihong Jia
- Department of Child and Adolescent Health, School of Public Health, China Medical University, No. 77 Puhe Road, Shenyang North New Area, Shenyang, Liaoning, 110122, PR China.
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Oganezovi N, Lagani V, Kikvidze M, Gamkrelidze G, Tsverava L, Lepsveridze E, Kelly KM, Solomonia R. Long-term effects of myo-inositol on traumatic brain injury: Epigenomic and transcriptomic studies. IBRO Neurosci Rep 2024; 16:291-299. [PMID: 38374956 PMCID: PMC10875114 DOI: 10.1016/j.ibneur.2024.01.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2023] [Accepted: 01/27/2024] [Indexed: 02/21/2024] Open
Abstract
Background and purpose Traumatic brain injury (TBI) and its consequences remain great challenges for neurology. Consequences of TBI are associated with various alterations in the brain but little is known about long-term changes of epigenetic DNA methylation patterns. Moreover, nothing is known about potential treatments that can alter these epigenetic changes in beneficial ways. Therefore, we have examined myo-inositol (MI), which has positive effects on several pathological conditions. Methods TBI was induced in mice by controlled cortical impact (CCI). One group of CCI animals received saline injections for two months (TBI+SAL), another CCI group received MI treatment (TBI+MI) for the same period and one group served as a sham-operated control. Mice were sacrificed 4 months after CCI and changes in DNA methylome and transcriptomes were examined. Results For the first time we: (i) provide comprehensive map of long-term DNA methylation changes after CCI in the hippocampus; (ii) identify differences by methylation sites between the groups; (iii) characterize transcriptome changes; (iv) provide association between DNA methylation sites and gene expression. MI treatment is linked with upregulation of genes covering 33 biological processes, involved in immune response and inflammation. In support of these findings, we have shown that expression of BATF2, a transcription factor involved in immune-regulatory networks, is upregulated in the hippocampus of the TBI+MI group where the BATF2 gene is demethylated. Conclusion TBI is followed by long-term epigenetic and transcriptomic changes in hippocampus. MI treatment has a significant effect on these processes by modulation of immune response and biological pathways of inflammation.
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Affiliation(s)
- Nino Oganezovi
- School of Natural Sciences and Medicine, Institute of Chemical Biology, Ilia State University, Tbilisi, Georgia
| | - Vincenzo Lagani
- School of Natural Sciences and Medicine, Institute of Chemical Biology, Ilia State University, Tbilisi, Georgia
- Biological and Environmental Sciences and Engineering Division, King Abdullah University of Science and Technology, Thuwal 23955, Saudi Arabia
| | - Marine Kikvidze
- School of Natural Sciences and Medicine, Institute of Chemical Biology, Ilia State University, Tbilisi, Georgia
| | - Georgi Gamkrelidze
- School of Natural Sciences and Medicine, Institute of Chemical Biology, Ilia State University, Tbilisi, Georgia
| | - Lia Tsverava
- School of Natural Sciences and Medicine, Institute of Chemical Biology, Ilia State University, Tbilisi, Georgia
- Iv. Beritashvili Centre of Experimental Biomedicine, Tbilisi, Georgia
| | - Eka Lepsveridze
- School of Natural Sciences and Medicine, Institute of Chemical Biology, Ilia State University, Tbilisi, Georgia
| | - Kevin M. Kelly
- Department of Neurobiology and Anatomy, Drexel University College of Medicine, Philadelphia, PA, United States
- Department of Neurology, Philadelphia, PA, United States
- Department of Neurology, Allegheny General Hospital, Pittsburgh, PA, United States
- Center for Neuroscience Research, Allegheny Health Network Research Institute, Pittsburgh, PA, United States, Drexel University College of Medicine, Philadelphia, PA, United States
| | - Revaz Solomonia
- School of Natural Sciences and Medicine, Institute of Chemical Biology, Ilia State University, Tbilisi, Georgia
- Iv. Beritashvili Centre of Experimental Biomedicine, Tbilisi, Georgia
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Hixon JC, Rivas Zarete JI, White J, Hilaire M, Muhammad A, Yusuf AP, Adu-Addai B, Yates CC, Mahavadi S. Epigenetic Modulation of GPER Expression in Gastric and Colonic Smooth Muscle of Male and Female Non-Obese Diabetic (NOD) Mice: Insights into H3K4me3 and H3K27ac Modifications. Int J Mol Sci 2024; 25:5260. [PMID: 38791299 PMCID: PMC11121689 DOI: 10.3390/ijms25105260] [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: 02/29/2024] [Revised: 05/04/2024] [Accepted: 05/10/2024] [Indexed: 05/26/2024] Open
Abstract
Type 1 diabetes (T1D) affects gastrointestinal (GI) motility, favoring gastroparesis, constipation, and fecal incontinence, which are more prevalent in women. The mechanisms are unknown. Given the G-protein-coupled estrogen receptor's (GPER) role in GI motility, we investigated sex-related diabetes-induced epigenetic changes in GPER. We assessed GPER mRNA and protein expression levels using qPCR and Western blot analyses, and quantified the changes in nuclear DNA methyltransferases and histone modifications (H3K4me3, H3Ac, and H3K27Ac) by ELISA kits. Targeted bisulfite and chromatin immunoprecipitation assays were used to evaluate DNA methylation and histone modifications around the GPER promoter by chromatin immunoprecipitation assays in gastric and colonic smooth muscle tissues of male and female control (CTR) and non-obese diabetic (NOD) mice. GPER expression was downregulated in NOD, with sex-dependent variations. In the gastric smooth muscle, not in colonic smooth muscle, downregulation coincided with differences in methylation ratios between regions 1 and 2 of the GPER promoter of NOD. DNA methylation was higher in NOD male colonic smooth muscle than in NOD females. H3K4me3 and H3ac enrichment decreased in NOD gastric smooth muscle. H3K4me3 levels diminished in the colonic smooth muscle of NOD. H3K27ac levels were unaffected, but enrichment decreased in NOD male gastric smooth muscle; however, it increased in the NOD male colonic smooth muscle and decreased in the female NOD colonic smooth muscle. Male NOD colonic smooth muscle exhibited decreased H3K27ac levels, not female, whereas female NOD colonic smooth muscle demonstrated diminished enrichment of H3ac at the GPER promoter, contrary to male NOD. Sex-specific epigenetic mechanisms contribute to T1D-mediated suppression of GPER expression in the GI tract. These insights advance our understanding of T1D complications and suggest promising avenues for targeted therapeutic interventions.
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MESH Headings
- Animals
- Female
- Male
- Mice
- Colon/metabolism
- Colon/pathology
- Diabetes Mellitus, Type 1/metabolism
- Diabetes Mellitus, Type 1/genetics
- DNA Methylation
- Epigenesis, Genetic
- Histones/metabolism
- Mice, Inbred NOD
- Muscle, Smooth/metabolism
- Promoter Regions, Genetic
- Receptors, Estrogen/metabolism
- Receptors, Estrogen/genetics
- Receptors, G-Protein-Coupled/genetics
- Receptors, G-Protein-Coupled/metabolism
- Stomach/pathology
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Affiliation(s)
- Juanita C. Hixon
- Center for Cancer Research, Department of Biology, Tuskegee University, Tuskegee, AL 36088, USA; (J.C.H.); (J.W.); (A.M.)
| | - Jatna I. Rivas Zarete
- Department of Biomedical Sciences, College of Veterinary Medicine, Tuskegee University, Tuskegee, AL 36088, USA; (J.I.R.Z.); (B.A.-A.)
| | - Jason White
- Center for Cancer Research, Department of Biology, Tuskegee University, Tuskegee, AL 36088, USA; (J.C.H.); (J.W.); (A.M.)
| | - Mariline Hilaire
- Department of Environment & Nutrition Sciences, College of Agriculture, Tuskegee University, Tuskegee, AL 36088, USA;
| | - Aliyu Muhammad
- Center for Cancer Research, Department of Biology, Tuskegee University, Tuskegee, AL 36088, USA; (J.C.H.); (J.W.); (A.M.)
- Department of Biochemistry, Faculty of Life Sciences, Ahmadu Bello University, P.M.B. 1044, Zaria 810211, Kaduna State, Nigeria
| | - Abdurrahman Pharmacy Yusuf
- Department of Biochemistry, Federal University of Technology, P.M.B. 65, Minna 920101, Niger State, Nigeria;
| | - Benjamin Adu-Addai
- Department of Biomedical Sciences, College of Veterinary Medicine, Tuskegee University, Tuskegee, AL 36088, USA; (J.I.R.Z.); (B.A.-A.)
| | - Clayton C. Yates
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins School of Medicine, Johns Hopkins University, Baltimore, MD 21218, USA;
| | - Sunila Mahavadi
- Center for Cancer Research, Department of Biology, Tuskegee University, Tuskegee, AL 36088, USA; (J.C.H.); (J.W.); (A.M.)
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Jung J, Wu Q. Identification of bone mineral density associated genes with shared genetic architectures across multiple tissues: Functional insights for EPDR1, PKDCC, and SPTBN1. PLoS One 2024; 19:e0300535. [PMID: 38683846 PMCID: PMC11057974 DOI: 10.1371/journal.pone.0300535] [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: 05/19/2023] [Accepted: 02/28/2024] [Indexed: 05/02/2024] Open
Abstract
Recent studies suggest a shared genetic architecture between muscle and bone, yet the underlying molecular mechanisms remain elusive. This study aims to identify the functionally annotated genes with shared genetic architecture between muscle and bone using the most up-to-date genome-wide association study (GWAS) summary statistics from bone mineral density (BMD) and fracture-related genetic variants. We employed an advanced statistical functional mapping method to investigate shared genetic architecture between muscle and bone, focusing on genes highly expressed in muscle tissue. Our analysis identified three genes, EPDR1, PKDCC, and SPTBN1, which are highly expressed in muscle tissue and previously unlinked to bone metabolism. About 90% and 85% of filtered Single-Nucleotide Polymorphisms were in the intronic and intergenic regions for the threshold at P≤5×10-8 and P≤5×10-100, respectively. EPDR1 was highly expressed in multiple tissues, including muscles, adrenal glands, blood vessels, and the thyroid. SPTBN1 was highly expressed in all 30 tissue types except blood, while PKDCC was highly expressed in all 30 tissue types except the brain, pancreas, and skin. Our study provides a framework for using GWAS findings to highlight functional evidence of crosstalk between multiple tissues based on shared genetic architecture between muscle and bone. Further research should focus on functional validation, multi-omics data integration, gene-environment interactions, and clinical relevance in musculoskeletal disorders.
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Affiliation(s)
- Jongyun Jung
- Department of Biomedical Informatics, College of Medicine, The Ohio State University, Columbus, Ohio, United States of America
| | - Qing Wu
- Department of Biomedical Informatics, College of Medicine, The Ohio State University, Columbus, Ohio, United States of America
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Kadam MS, Burra VLSP. S-adenosyl-l-methionine interaction signatures in methyltransferases. J Biomol Struct Dyn 2024; 42:3166-3176. [PMID: 37261836 DOI: 10.1080/07391102.2023.2217679] [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: 02/09/2023] [Accepted: 05/01/2023] [Indexed: 06/02/2023]
Abstract
The switching on or off of methylation, a change from a normal methylation to hyper or hypo methylation is implicated in many diseases that include cancers, infectious, neurodegenerative diseases and others. Methyltransferases are one of the most sought targets that have diversified for the methylation of a variety of substrates. However, without S-adenosyl-l-methionine (SAM), the universal methyl donor, the majority of the methyltransferases remain functionally inactive. In this article, we did a comprehensive analysis of all available SAM-receptor crystal structures at atom, moiety and structure levels to gain deeper insights into the structure and function of SAM. SAM demonstrated flexibility in binding to a variety of receptors irrespective of the size of the binding pockets. Further analysis of the binding pockets resulted in all SAM conformations clustering into four natural shapes. The conserved interaction analysis provides an unambiguous orientation of SAM binding to receptors which has been elusive till now. SAM peptide moiety (SPM) and SAM nucleobase moiety (SNM) show up to 89% interactions with receptors whereas only 11% interactions with SAM ribose moiety (SRM). It is found that SPM and SNM terminal atoms anchor to the highly conserved receptor subsites creating a workbench for catalysis. It is seen that every interacting atom and its position is crucial in the methyl transfer phenomenon. A very unique observation is that the methyl group of SAM does not have even one interaction with the receptor. The deep insights gained help in the design and development of novel drugs against the methyltransferases.Communicated by Ramaswamy H. Sarma.
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Affiliation(s)
- Mangal S Kadam
- Center for Advanced Research and Innovation in Structural Biology of Diseases (CARISBD), Department of Biotechnology, KLEF University, Vaddeswaram, Andhra Pradesh, India
| | - V L S Prasad Burra
- Center for Advanced Research and Innovation in Structural Biology of Diseases (CARISBD), Department of Biotechnology, KLEF University, Vaddeswaram, Andhra Pradesh, India
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40
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Zhang Q, Guo F, Liu H, Hong L. Enhancing wound healing and overcoming cisplatin resistance in ovarian cancer. Int Wound J 2024; 21:e14569. [PMID: 38158767 PMCID: PMC10961880 DOI: 10.1111/iwj.14569] [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: 11/28/2023] [Revised: 12/04/2023] [Accepted: 12/04/2023] [Indexed: 01/03/2024] Open
Abstract
Ovarian cancer (OC) poses significant oncological challenges, notably impaired wound healing in the context of cisplatin (DDP) resistance. This study investigates the role of miR-200b in OC, emphasizing its impact on wound healing processes through DNMT3A/TGF-β1 pathway. The primary aim was to explore how miR-200b regulates autophagy and its consequential effects on wound healing in OC, alongside its influence on cisplatin resistance. Utilizing DDP-sensitive (A2780) and resistant (A2780/DDP) OC cell lines, along with human fibroblast cultures, the study employed an array of in vitro techniques. These included cell transfection with miR-200b mimic or inhibitor, chromatin immunoprecipitation (ChIP), dual-luciferase reporter (DLR) assays, quantitative PCR, Western blotting, MTT and particularly, wound healing assays. The research highlighted the role of miR-200b in wound healing within OC. Inhibition of miR-200b in A2780 cells and its mimic in A2780/DDP cells affected cell viability, indicating the link with DDP resistance. Crucially, miR-200b mimic significantly delayed fibroblast-mediated wound closure in assays, underscoring its impact on wound healing. Bioinformatics analysis and subsequent DLR assays confirmed miR-200b's interaction with DNMT3A, affecting TGF-β1 expression, the key factor in wound repair. Further, ChIP, quantitative PCR and Western blot analyses validated the interaction and expression changes in DNMT3A and TGF-β1. The study demonstrated that miR-200b played a pivotal role in OC by modulating autophagy, which in turn significantly affected wound healing through the DNMT3A/TGF-β1 pathway.
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Affiliation(s)
- Qifan Zhang
- Department of Obstetrics and GynecologyRenmin Hospital of Wuhan UniversityWuhanChina
| | - Fengqin Guo
- Department of Obstetrics and GynecologyRenmin Hospital of Wuhan UniversityWuhanChina
| | - Hua Liu
- Department of Obstetrics and GynecologyRenmin Hospital of Wuhan UniversityWuhanChina
| | - Li Hong
- Department of Obstetrics and GynecologyRenmin Hospital of Wuhan UniversityWuhanChina
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41
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Alharbi KS. Noncoding RNAs in hepatitis: Unraveling the apoptotic pathways. Pathol Res Pract 2024; 255:155170. [PMID: 38324964 DOI: 10.1016/j.prp.2024.155170] [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: 12/18/2023] [Revised: 01/22/2024] [Accepted: 01/24/2024] [Indexed: 02/09/2024]
Abstract
Hepatitis is a worldwide health issue that causes inflammation of the liver and is frequently brought on by viral infections, specifically those caused by the hepatitis B and C viruses. Although the pathophysiological causes of hepatitis are complex, recent research indicates that noncoding RNAs (ncRNAs) play a crucial role in regulating apoptosis, an essential process for maintaining liver homeostasis and advancing the illness. Noncoding RNAs have been linked to several biological processes, including apoptosis. These RNAs include microRNAs (miRNAs), long noncoding RNAs (lncRNAs), and circular RNAs (circRNAs). Distinct expression patterns characterising different stages of the disease have been discovered, indicating dysregulation of these non-coding RNAs in liver tissues infected with hepatitis. The complex interplay that exists between these noncoding RNAs and apoptotic effectors, including caspases and members of the Bcl-2 family, plays a role in the precarious equilibrium that regulates cell survival and death during hepatitis. The purpose of this review is to provide an overview of ncRNA-mediated apoptosis in hepatitis, as well as insights into possible therapeutic targets and diagnostic indicators.
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Affiliation(s)
- Khalid Saad Alharbi
- Department of Pharmacology and Toxicology, Unaizah College of Pharmacy, Qassim University, Qassim 51452, Saudi Arabia.
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42
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Lee JU, Chang HS, Shim JS, Kim MH, Cho YJ, Kim MK, Park SL, Lee SJ, Park JS, Park CS. Aspirin Challenge-Induced Genome-Wide DNA Methylation Profile of Peripheral Blood Lymphocytes in Aspirin-Exacerbated Respiratory Disease. DNA Cell Biol 2024; 43:132-140. [PMID: 38386995 DOI: 10.1089/dna.2023.0218] [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] [Indexed: 02/24/2024] Open
Abstract
Genetic variation and epigenetic factors are thought to contribute to the development of hypersensitivity to aspirin. DNA methylation fluctuates dynamically throughout the day. To discover new CpG methylation in lymphocytes associated with aspirin-exacerbated respiratory disease (AERD), we evaluated changes in global CpG methylation profiles from before to after an oral aspirin challenge in patients with AERD and aspirin-tolerant asthma (ATA). Whole-genome CpG methylation levels of peripheral blood mononuclear cells were quantified with an Illumina 860K Infinium Methylation EPIC BeadChip array and then adjusted for inferred lymphocyte fraction (ILF) with GLINT and Tensor Composition Analysis. Among the 866,091 CpGs in the array, differentially methylated CpGs (DMCs) were found in 6 CpGs in samples from all 12 patients with asthma included in the study (AERD, n = 6; ATA, n = 6). DMCs were found in 3 CpGs in the 6 ATA samples and in 615 CpGs in the 6 AERD samples. A total of 663 DMCs in 415 genes and 214 intergenic regions differed significantly in the AERD compared with the ATA. In promoters, 126 CpG loci were predicted to bind to 38 transcription factors (TFs), many of which were factors already known to be involved in the pathogenesis of asthma and immune responses. In conclusion, we identified 615 new CpGs methylated in peripheral blood lymphocytes by oral aspirin challenge in AERD but not in ATA. These findings indicate that oral aspirin challenge induces epigenetic changes in ILFs, specifically in AERD patients, possibly via changes in TF binding, which may have epigenetic effects on the development of AERD.
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Affiliation(s)
- Jong-Uk Lee
- Division of Allergy and Respiratory Medicine, Department of Internal Medicine, Soonchunhyang University Bucheon Hospital, Bucheon, Korea
| | - Hun Soo Chang
- Department of Microbiology and BK21 FOUR Project, College of Medicine, Soonchunhyang University, Cheonan, Korea
| | - Ji-Su Shim
- Department of Internal Medicine, Ewha Womans University College of Medicine, Seoul, Korea
| | - Min-Hye Kim
- Department of Internal Medicine, Ewha Womans University College of Medicine, Seoul, Korea
| | - Young-Joo Cho
- Department of Internal Medicine, Ewha Womans University College of Medicine, Seoul, Korea
| | - Min Kyung Kim
- Department of Interdisciplinary Program in Biomedical Science Major, Soonchuhyang University, Asan, Korea
| | - Seung-Lee Park
- Department of Interdisciplinary Program in Biomedical Science Major, Soonchuhyang University, Asan, Korea
| | - Sun Ju Lee
- Department of Interdisciplinary Program in Biomedical Science Major, Soonchuhyang University, Asan, Korea
| | - Jong-Sook Park
- Division of Allergy and Respiratory Medicine, Department of Internal Medicine, Soonchunhyang University Bucheon Hospital, Bucheon, Korea
| | - Choon-Sik Park
- Division of Allergy and Respiratory Medicine, Department of Internal Medicine, Soonchunhyang University Bucheon Hospital, Bucheon, Korea
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43
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Zhang H, Wang H, Qin L, Lin S. Garlic-derived compounds: Epigenetic modulators and their antitumor effects. Phytother Res 2024; 38:1329-1344. [PMID: 38194996 DOI: 10.1002/ptr.8108] [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: 10/15/2023] [Revised: 11/26/2023] [Accepted: 12/09/2023] [Indexed: 01/11/2024]
Abstract
Cancer is a highly heterogeneous disease that poses a serious threat to human health worldwide. Despite significant advances in the diagnosis and treatment of cancer, the prognosis and survival rate of cancer remain poor due to late diagnosis, drug resistance, and adverse reactions. Therefore, it is very necessary to study the development mechanism of cancer and formulate effective therapeutic interventions. As widely available bioactive substances, natural products have shown obvious anticancer potential, especially by targeting abnormal epigenetic changes. The main active part of garlic is organic sulfur compounds, of which diallyl trisulfide (DATS) content is the highest, accounting for more than 40% of the total composition. The garlic-derived compounds have been recognized as an antioxidant for cancer prevention and treatment. However, the molecular mechanism of the antitumor effect of garlic-derived compounds remains unclear. Recent studies have identified garlic-derived compound DATS that plays critical roles in enhancing CpG demethylation or promoting histone acetylation as an epigenetic inhibitor. Here, we review the therapeutic progress of garlic-derived compounds against cancer through epigenetic pathways.
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Affiliation(s)
- Huan Zhang
- Cancer Research Center, Beijing Chest Hospital, Capital Medical University, Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing, China
| | - Haichao Wang
- Institute of Resources and Environment, Beijing Academy of Science and Technology, Beijing, China
| | - Lin Qin
- Department of Endoscopic Diagnosis and Treatment, Beijing Chest Hospital, Capital Medical University, Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing, China
| | - Shuye Lin
- Cancer Research Center, Beijing Chest Hospital, Capital Medical University, Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing, China
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44
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Raghubeer S. The influence of epigenetics and inflammation on cardiometabolic risks. Semin Cell Dev Biol 2024; 154:175-184. [PMID: 36804178 DOI: 10.1016/j.semcdb.2023.02.006] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2022] [Revised: 02/13/2023] [Accepted: 02/13/2023] [Indexed: 02/18/2023]
Abstract
Cardiometabolic diseases include metabolic syndrome, obesity, type 2 diabetes mellitus, and hypertension. Epigenetic modifications participate in cardiometabolic diseases through several pathways, including inflammation, vascular dysfunction, and insulin resistance. Epigenetic modifications, which encompass alterations to gene expression without mutating the DNA sequence, have gained much attention in recent years, since they have been correlated with cardiometabolic diseases and may be targeted for therapeutic interventions. Epigenetic modifications are greatly influenced by environmental factors, such as diet, physical activity, cigarette smoking, and pollution. Some modifications are heritable, indicating that the biological expression of epigenetic alterations may be observed across generations. Moreover, many patients with cardiometabolic diseases present with chronic inflammation, which can be influenced by environmental and genetic factors. The inflammatory environment worsens the prognosis of cardiometabolic diseases and further induces epigenetic modifications, predisposing patients to the development of other metabolism-associated diseases and complications. A deeper understanding of inflammatory processes and epigenetic modifications in cardiometabolic diseases is necessary to improve our diagnostic capabilities, personalized medicine approaches, and the development of targeted therapeutic interventions. Further understanding may also assist in predicting disease outcomes, especially in children and young adults. This review describes epigenetic modifications and inflammatory processes underlying cardiometabolic diseases, and further discusses advances in the research field with a focus on specific points for interventional therapy.
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Affiliation(s)
- Shanel Raghubeer
- SAMRC/CPUT/Cardiometabolic Health Research Unit, Department of Biomedical Sciences, Faculty of Health & Wellness Sciences, Cape Peninsula University of Technology, South Africa.
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45
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Luan Y, Zhu X, Jiao Y, Liu H, Huang Z, Pei J, Xu Y, Yang Y, Ren K. Cardiac cell senescence: molecular mechanisms, key proteins and therapeutic targets. Cell Death Discov 2024; 10:78. [PMID: 38355681 PMCID: PMC10866973 DOI: 10.1038/s41420-023-01792-5] [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: 09/04/2023] [Revised: 12/13/2023] [Accepted: 12/21/2023] [Indexed: 02/16/2024] Open
Abstract
Cardiac aging, particularly cardiac cell senescence, is a natural process that occurs as we age. Heart function gradually declines in old age, leading to continuous heart failure, even in people without a prior history of heart disease. To address this issue and improve cardiac cell function, it is crucial to investigate the molecular mechanisms underlying cardiac senescence. This review summarizes the main mechanisms and key proteins involved in cardiac cell senescence. This review further discusses the molecular modulators of cellular senescence in aging hearts. Furthermore, the discussion will encompass comprehensive descriptions of the key drugs, modes of action and potential targets for intervention in cardiac senescence. By offering a fresh perspective and comprehensive insights into the molecular mechanisms of cardiac senescence, this review seeks to provide a fresh perspective and important theoretical foundations for the development of drugs targeting this condition.
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Affiliation(s)
- Yi Luan
- Clinical Systems Biology Laboratories, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052, P. R. China
| | - Xiaofan Zhu
- Genetic and Prenatal Diagnosis Center, Department of Obstetrics and Gynecology, the First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052, P. R. China
| | - Yuxue Jiao
- Clinical Systems Biology Laboratories, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052, P. R. China
| | - Hui Liu
- School of Laboratory Medicine, Xinxiang Medical University, Xinxiang, 453003, P. R. China
| | - Zhen Huang
- School of Laboratory Medicine, Xinxiang Medical University, Xinxiang, 453003, P. R. China
| | - Jinyan Pei
- Quality Management Department, Henan No.3 Provincial People's Hospital, Zhengzhou, 450052, P. R. China
| | - Yawei Xu
- Department of Cardiovascular Medicine, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052, P. R. China.
| | - Yang Yang
- Clinical Systems Biology Laboratories, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052, P. R. China.
| | - Kaidi Ren
- Department of Pharmacy, the First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052, P. R. China.
- Henan Key Laboratory of Precision Clinical Pharmacy, Zhengzhou University, Zhengzhou, 450052, P. R. China.
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Chen S, Liu S, Shi S, Yin H, Tang Y, Zhang J, Li W, Liu G, Qu K, Ding X, Wang Y, Liu J, Zhang S, Fang L, Yu Y. Cross-Species Comparative DNA Methylation Reveals Novel Insights into Complex Trait Genetics among Cattle, Sheep, and Goats. Mol Biol Evol 2024; 41:msae003. [PMID: 38266195 PMCID: PMC10834038 DOI: 10.1093/molbev/msae003] [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: 07/24/2023] [Revised: 12/28/2023] [Accepted: 01/04/2024] [Indexed: 01/26/2024] Open
Abstract
The cross-species characterization of evolutionary changes in the functional genome can facilitate the translation of genetic findings across species and the interpretation of the evolutionary basis underlying complex phenotypes. Yet, this has not been fully explored between cattle, sheep, goats, and other mammals. Here, we systematically characterized the evolutionary dynamics of DNA methylation and gene expression in 3 somatic tissues (i.e. brain, liver, and skeletal muscle) and sperm across 7 mammalian species, including 3 ruminant livestock species (cattle, sheep, and goats), humans, pigs, mice, and dogs, by generating and integrating 160 DNA methylation and transcriptomic data sets. We demonstrate dynamic changes of DNA hypomethylated regions and hypermethylated regions in tissue-type manner across cattle, sheep, and goats. Specifically, based on the phylo-epigenetic model of DNA methylome, we identified a total of 25,074 hypomethylated region extension events specific to cattle, which participated in rewiring tissue-specific regulatory network. Furthermore, by integrating genome-wide association studies of 50 cattle traits, we provided novel insights into the genetic and evolutionary basis of complex phenotypes in cattle. Overall, our study provides a valuable resource for exploring the evolutionary dynamics of the functional genome and highlights the importance of cross-species characterization of multiomics data sets for the evolutionary interpretation of complex phenotypes in cattle livestock.
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Affiliation(s)
- Siqian Chen
- National Engineering Laboratory for Animal Breeding, State Key Laboratory of Animal Biotech Breeding, Breeding and Reproduction of Ministry of Agriculture and Rural Affairs, College of Animal Science and Technology, China Agricultural University, Beijing 100193, China
| | - Shuli Liu
- Westlake Laboratory of Life Sciences and Biomedicine, Hangzhou, Zhejiang 310024, China
- School of Life Sciences, Westlake University, Hangzhou, Zhejiang 310024, China
| | - Shaolei Shi
- National Engineering Laboratory for Animal Breeding, State Key Laboratory of Animal Biotech Breeding, Breeding and Reproduction of Ministry of Agriculture and Rural Affairs, College of Animal Science and Technology, China Agricultural University, Beijing 100193, China
| | - Hongwei Yin
- Agriculture Genome Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen 518120, China
| | - Yongjie Tang
- National Engineering Laboratory for Animal Breeding, State Key Laboratory of Animal Biotech Breeding, Breeding and Reproduction of Ministry of Agriculture and Rural Affairs, College of Animal Science and Technology, China Agricultural University, Beijing 100193, China
| | - Jinning Zhang
- National Engineering Laboratory for Animal Breeding, State Key Laboratory of Animal Biotech Breeding, Breeding and Reproduction of Ministry of Agriculture and Rural Affairs, College of Animal Science and Technology, China Agricultural University, Beijing 100193, China
| | - Wenlong Li
- National Engineering Laboratory for Animal Breeding, State Key Laboratory of Animal Biotech Breeding, Breeding and Reproduction of Ministry of Agriculture and Rural Affairs, College of Animal Science and Technology, China Agricultural University, Beijing 100193, China
| | - Gang Liu
- National Animal Husbandry Service, Beijing 100125, China
| | - Kaixing Qu
- Academy of Science and Technology, Chuxiong Normal University, Chuxiong 675000, China
| | - Xiangdong Ding
- National Engineering Laboratory for Animal Breeding, State Key Laboratory of Animal Biotech Breeding, Breeding and Reproduction of Ministry of Agriculture and Rural Affairs, College of Animal Science and Technology, China Agricultural University, Beijing 100193, China
| | - Yachun Wang
- National Engineering Laboratory for Animal Breeding, State Key Laboratory of Animal Biotech Breeding, Breeding and Reproduction of Ministry of Agriculture and Rural Affairs, College of Animal Science and Technology, China Agricultural University, Beijing 100193, China
| | - Jianfeng Liu
- National Engineering Laboratory for Animal Breeding, State Key Laboratory of Animal Biotech Breeding, Breeding and Reproduction of Ministry of Agriculture and Rural Affairs, College of Animal Science and Technology, China Agricultural University, Beijing 100193, China
| | - Shengli Zhang
- National Engineering Laboratory for Animal Breeding, State Key Laboratory of Animal Biotech Breeding, Breeding and Reproduction of Ministry of Agriculture and Rural Affairs, College of Animal Science and Technology, China Agricultural University, Beijing 100193, China
| | - Lingzhao Fang
- Center for Quantitative Genetics and Genomics (QGG), Aarhus University, Aarhus, Denmark
| | - Ying Yu
- National Engineering Laboratory for Animal Breeding, State Key Laboratory of Animal Biotech Breeding, Breeding and Reproduction of Ministry of Agriculture and Rural Affairs, College of Animal Science and Technology, China Agricultural University, Beijing 100193, China
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47
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Tang L, Zhang YY, Liu WJ, Fu Q, Zhao J, Liu YB. DNA methylation of promoter region inhibits galectin-1 expression in BMSCs of aged mice. Am J Physiol Cell Physiol 2024; 326:C429-C441. [PMID: 38105757 DOI: 10.1152/ajpcell.00334.2023] [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: 07/24/2023] [Revised: 12/01/2023] [Accepted: 12/14/2023] [Indexed: 12/19/2023]
Abstract
Senile osteoporosis increases fracture risks. Bone marrow stromal cells (BMSCs) are sensitive to aging. Deep insights into BMSCs aging are vital to elucidate the mechanisms underlying age-related bone loss. Recent advances showed that osteoporosis is associated with aberrant DNA methylation of many susceptible genes. Galectin-1 (Gal-1) has been proposed as a mediator of BMSCs functions. In our previous study, we showed that Gal-1 was downregulated in aged BMSCs and global deletion of Gal-1 in mice caused bone loss via impaired osteogenesis potential of BMSCs. Gal-1 promoter is featured by CpG islands. However, there are no reports concerning the DNA methylation status in Gal-1 promoter during osteoporosis. In the current study, we sought to investigate the role of DNA methylation in Gal-1 downregulation in aged BMSCs. The potential for anti-bone loss therapy based on modulating DNA methylation is explored. Our results showed that Dnmt3b-mediated Gal-1 promoter DNA hypermethylation plays an important role in Gal-1 downregulation in aged BMSCs, which inhibited β-catenin binding on Gal-1 promoter. Bone loss of aged mice was alleviated in response to in vivo deletion of Dnmt3b from BMSCs. Finally, when bone marrow of young wild-type (WT) mice or young Dnmt3bPrx1-Cre mice was transplanted into aged WT mice, Gal-1 level in serum and trabecular bone mass were elevated in recipient aged WT mice. Our study will benefit for deeper insights into the regulation mechanisms of Gal-1 expression in BMSCs during osteoporosis development, and for the discovery of new therapeutic targets for osteoporosis via modulating DNA methylation status.NEW & NOTEWORTHY There is Dnmt3b-mediated DNA methylation in Gal-1 promoter in aged bone marrow stromal cell (BMSC). DNA methylation causes Gal-1 downregulation and osteogenesis attenuation of aged BMSC. DNA methylation blocks β-catenin binding on Gal-1 promoter. Bone loss of aged mice is alleviated by in vivo deletion of Dnmt3b from BMSC.
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Affiliation(s)
- Liang Tang
- Department of Orthopedic Surgery, Tongren Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, People's Republic of China
| | - Yang-Yang Zhang
- Department of Orthopedic Surgery, Tongren Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, People's Republic of China
| | - Wen-Jun Liu
- Department of Orthopedic Surgery, Tongren Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, People's Republic of China
| | - Qiang Fu
- Department of Orthopedics, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, People's Republic of China
| | - Jian Zhao
- Department of Orthopedics, Second Affiliated Hospital of Naval Medical University, Shanghai, People's Republic of China
| | - Yan-Bin Liu
- Department of Orthopedics, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, People's Republic of China
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Vasileva F, Hristovski R, Font-Lladó R, Georgiev G, Sacot A, López-Ros V, Calleja-González J, Barretina-Ginesta J, López-Bermejo A, Prats-Puig A. Physical Exercise-Induced DNA Methylation in Disease-Related Genes in Healthy Adults-A Systematic Review With Bioinformatic Analysis. J Strength Cond Res 2024; 38:384-393. [PMID: 38088908 DOI: 10.1519/jsc.0000000000004686] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/24/2024]
Abstract
ABSTRACT Vasileva, F, Hristovski, R, Font-Lladó, R, Georgiev, G, Sacot, A, López-Ros, V, Calleja-González, J, Barretina-Ginesta, J, López-Bermejo, A, and Prats-Puig, A. Physical exercise-induced DNA methylation in disease-related genes in healthy adults-A systematic review with bioinformatic analysis. J Strength Cond Res 38(2): 384-393, 2024-This study aimed to systematically review the existing literature regarding physical exercise (PE) and DNA methylation (DNAm) in healthy adults. Specific goals were to (a) identify differently methylated genes (DMGs) after PE intervention, their imprinting status, chromosome and genomic location, function, and related diseases; and (b) to screen for core genes and identify methylation changes of the core genes that can be modified by PE intervention. Our search identified 2,869 articles from which 8 were finally included. We identified 1851 DMGs ( p < 0.05) after PE intervention, although 45 of them were imprinted. Aerobic exercise (AE) seems to induce more DNA hypermethylation rather than hypomethylation, whereas anaerobic exercise (AN) seems to induce more DNA hypomethylation rather than hypermethylation. Aerobic exercise induced highest % of methylation changes on chromosome 6, whereas AN and mixed type (MT) on chromosome 1. Mixed type induced higher % of methylation changes close to transcription start site in comparison to AE and AN. After PE intervention, DMGs were mainly involved in fat metabolism, cell growth, and neuronal differentiation, whereas diseases regulated by those genes were mainly chronic diseases (metabolic, cardiovascular, neurodegenerative). Finally, 19 core genes were identified among DMGs, all related to protein metabolism. In conclusion, our findings may shed some light on the mechanisms explaining PE-induced health benefits such as the potential role that PE-induced DNAm may have in disease prevention and disease treatment.
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Affiliation(s)
- Fidanka Vasileva
- University School of Health and Sport, University of Girona, Girona, Spain
- Pediatric Endocrinology Research Group, Girona Institute for Biomedical Research, Girona, Spain
| | - Robert Hristovski
- Faculty of Physical Education, Sport and Health, University Ss. Cyril and Methodius, Skopje, Republic of North Macedonia
| | - Raquel Font-Lladó
- University School of Health and Sport, University of Girona, Girona, Spain
- Research Group of Culture and Education, Institute of Educational Research, University of Girona, Girona, Spain
| | - Georgi Georgiev
- Faculty of Physical Education, Sport and Health, University Ss. Cyril and Methodius, Skopje, Republic of North Macedonia
| | - Arnau Sacot
- University School of Health and Sport, University of Girona, Girona, Spain
- Basquet Girona, Girona, Spain
| | - Víctor López-Ros
- University School of Health and Sport, University of Girona, Girona, Spain
- Chair of Sport and Physical Education-Centre of Olympic Studies, University of Girona, Girona, Spain
| | - Julio Calleja-González
- Department of Physical Education and Sport, Faculty of Education and Sport, University of the Basque Country, Vitoria, Spain
| | | | - Abel López-Bermejo
- Pediatric Endocrinology Research Group, Girona Institute for Biomedical Research, Girona, Spain
- Pediatric Endocrinology, Dr. Josep Girona Hospital, Girona, Spain
- Department of Medical Sciences, University of Girona, Girona, Spain; and
| | - Anna Prats-Puig
- University School of Health and Sport, University of Girona, Girona, Spain
- Research Group of Clinical Anatomy, Embryology and Neuroscience, Department of Medical Sciences, University of Girona, Girona, Spain
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49
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Ehrlich M, Ehrlich KC, Lacey M, Baribault C, Sen S, Estève PO, Pradhan S. Epigenetics of Genes Preferentially Expressed in Dissimilar Cell Populations: Myoblasts and Cerebellum. EPIGENOMES 2024; 8:4. [PMID: 38390894 PMCID: PMC10885033 DOI: 10.3390/epigenomes8010004] [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: 12/12/2023] [Revised: 01/23/2024] [Accepted: 01/23/2024] [Indexed: 02/24/2024] Open
Abstract
While studying myoblast methylomes and transcriptomes, we found that CDH15 had a remarkable preference for expression in both myoblasts and cerebellum. To understand how widespread such a relationship was and its epigenetic and biological correlates, we systematically looked for genes with similar transcription profiles and analyzed their DNA methylation and chromatin state and accessibility profiles in many different cell populations. Twenty genes were expressed preferentially in myoblasts and cerebellum (Myob/Cbl genes). Some shared DNA hypo- or hypermethylated regions in myoblasts and cerebellum. Particularly striking was ZNF556, whose promoter is hypomethylated in expressing cells but highly methylated in the many cell populations that do not express the gene. In reporter gene assays, we demonstrated that its promoter's activity is methylation sensitive. The atypical epigenetics of ZNF556 may have originated from its promoter's hypomethylation and selective activation in sperm progenitors and oocytes. Five of the Myob/Cbl genes (KCNJ12, ST8SIA5, ZIC1, VAX2, and EN2) have much higher RNA levels in cerebellum than in myoblasts and displayed myoblast-specific hypermethylation upstream and/or downstream of their promoters that may downmodulate expression. Differential DNA methylation was associated with alternative promoter usage for Myob/Cbl genes MCF2L, DOK7, CNPY1, and ANK1. Myob/Cbl genes PAX3, LBX1, ZNF556, ZIC1, EN2, and VAX2 encode sequence-specific transcription factors, which likely help drive the myoblast and cerebellum specificity of other Myob/Cbl genes. This study extends our understanding of epigenetic/transcription associations related to differentiation and may help elucidate relationships between epigenetic signatures and muscular dystrophies or cerebellar-linked neuropathologies.
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Affiliation(s)
- Melanie Ehrlich
- Tulane Cancer Center, Hayward Human Genetics Center, Center for Bioinformatics and Genomics, Tulane University Health Sciences Center, New Orleans, LA 70112, USA
- Center for Bioinformatics and Genomics, Tulane University Health Sciences Center, New Orleans, LA 70112, USA
| | - Kenneth C Ehrlich
- Center for Bioinformatics and Genomics, Tulane University Health Sciences Center, New Orleans, LA 70112, USA
| | - Michelle Lacey
- Department of Mathematics, Tulane University, New Orleans, LA 70118, USA
| | - Carl Baribault
- Information Technology, Tulane University, New Orleans, LA 70118, USA
| | - Sagnik Sen
- Genome Biology Division, New England Biolabs, Ipswich, MA 01938, USA
| | | | - Sriharsa Pradhan
- Genome Biology Division, New England Biolabs, Ipswich, MA 01938, USA
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50
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Ghazimoradi MH, Pakravan K, Khalafizadeh A, Babashah S. TET1 regulates stem cell properties and cell cycle of Cancer stem cells in triple-negative breast cancer via DNA demethylation. Biochem Pharmacol 2024; 219:115913. [PMID: 37995981 DOI: 10.1016/j.bcp.2023.115913] [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: 10/14/2023] [Revised: 11/04/2023] [Accepted: 11/07/2023] [Indexed: 11/25/2023]
Abstract
The role of cancer stem cells in metastasis, recurrence, and resistance to conventional therapies is significant. Addressing these cells could potentially decrease cancer reoccurrences and mortality rates. TET1, a crucial gene involved in stem cell self-renewal and potency, may also play a part in cancer stem cells, which warrants further research. To explore the role of TET1 in cancer stem cells, we conducted experiments involving loss and gain. We then analyzed factors such as migration, invasion, cell cycle, cell viability, mammosphere formation, and the CD44+/CD24- subpopulation of cancer cells. We also investigate the influence of TET1 on CCNB1, CDK1, and OCT4. Our study reveals that TET1 can regulate the phenotype of cancer stem cells via OCT4. Additionally, it can control the cell cycle by increasing CDK1 and CCNB1 levels. These findings suggest that targeting DNA methylation and TET1 could be an effective strategy to overcome obstacles posed by Cancer stem cells. Our research also indicates that TET1 can influence the phenotype of cancer stem cells and the cell cycle of breast cancer cells potentially through OCT4, CCNB1, and CDK1. This highlights the importance of TET1 in breast cancer cases and suggests a potential therapeutic approach through DNA methylation and modulation of TET1.
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Affiliation(s)
- Mohammad H Ghazimoradi
- Department of Molecular Genetics, Faculty of Biological Science, Tarbiat Modares University, Tehran, Iran
| | - Katayoon Pakravan
- Department of Molecular Genetics, Faculty of Biological Science, Tarbiat Modares University, Tehran, Iran
| | - Ali Khalafizadeh
- Department of Molecular Genetics, Faculty of Biological Science, Tarbiat Modares University, Tehran, Iran
| | - Sadegh Babashah
- Department of Molecular Genetics, Faculty of Biological Science, Tarbiat Modares University, Tehran, Iran.
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