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Rohm D, Black JB, McCutcheon SR, Barrera A, Berry SS, Morone DJ, Nuttle X, de Esch CE, Tai DJC, Talkowski ME, Iglesias N, Gersbach CA. Activation of the imprinted Prader-Willi syndrome locus by CRISPR-based epigenome editing. CELL GENOMICS 2025; 5:100770. [PMID: 39947136 DOI: 10.1016/j.xgen.2025.100770] [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: 10/18/2023] [Revised: 10/01/2024] [Accepted: 01/17/2025] [Indexed: 02/19/2025]
Abstract
Epigenome editing with DNA-targeting technologies such as CRISPR-dCas9 can be used to dissect gene regulatory mechanisms and potentially treat associated disorders. For example, Prader-Willi syndrome (PWS) results from loss of paternally expressed imprinted genes on chromosome 15q11.2-q13.3, although the maternal allele is intact but epigenetically silenced. Using CRISPR repression and activation screens in human induced pluripotent stem cells (iPSCs), we identified genomic elements that control the expression of the PWS gene SNRPN from the paternal and maternal chromosomes. We showed that either targeted transcriptional activation or DNA demethylation can activate the silenced maternal SNRPN and downstream PWS transcripts. However, these two approaches function at unique regions, preferentially activating different transcript variants and involving distinct epigenetic reprogramming mechanisms. Remarkably, transient expression of the targeted demethylase leads to stable, long-term maternal SNRPN expression in PWS iPSCs. This work uncovers targeted epigenetic manipulations to reprogram a disease-associated imprinted locus and suggests possible therapeutic interventions.
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Affiliation(s)
- Dahlia Rohm
- Department of Biomedical Engineering, Duke University, Durham, NC 27708, USA; Center for Advanced Genomic Technologies, Duke University, Durham, NC 27708, USA
| | - Joshua B Black
- Department of Biomedical Engineering, Duke University, Durham, NC 27708, USA; Center for Advanced Genomic Technologies, Duke University, Durham, NC 27708, USA
| | - Sean R McCutcheon
- Department of Biomedical Engineering, Duke University, Durham, NC 27708, USA; Center for Advanced Genomic Technologies, Duke University, Durham, NC 27708, USA
| | - Alejandro Barrera
- Center for Advanced Genomic Technologies, Duke University, Durham, NC 27708, USA; Department of Biostatistics and Bioinformatics, Duke University, Durham, NC 27708, USA
| | - Shanté S Berry
- Department of Biomedical Engineering, Duke University, Durham, NC 27708, USA; Center for Advanced Genomic Technologies, Duke University, Durham, NC 27708, USA
| | - Daniel J Morone
- Department of Biomedical Engineering, Duke University, Durham, NC 27708, USA; Center for Advanced Genomic Technologies, Duke University, Durham, NC 27708, USA
| | - Xander Nuttle
- Center for Genomic Medicine, Department of Medicine, Massachusetts General Hospital, Boston, MA 02114, USA; Program in Medical and Population Genetics and Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Celine E de Esch
- Center for Genomic Medicine, Department of Medicine, Massachusetts General Hospital, Boston, MA 02114, USA; Program in Medical and Population Genetics and Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Derek J C Tai
- Center for Genomic Medicine, Department of Medicine, Massachusetts General Hospital, Boston, MA 02114, USA; Program in Medical and Population Genetics and Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Michael E Talkowski
- Center for Genomic Medicine, Department of Medicine, Massachusetts General Hospital, Boston, MA 02114, USA; Program in Medical and Population Genetics and Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Nahid Iglesias
- Department of Biomedical Engineering, Duke University, Durham, NC 27708, USA; Center for Advanced Genomic Technologies, Duke University, Durham, NC 27708, USA
| | - Charles A Gersbach
- Department of Biomedical Engineering, Duke University, Durham, NC 27708, USA; Center for Advanced Genomic Technologies, Duke University, Durham, NC 27708, USA; Department of Surgery, Duke University Medical Center, Durham, NC 27710, USA.
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Igarashi K, Tanabe A, Sahara H, Nozaki R, Kondo H, Katsumata T, Tamura S, Yamakoshi T, Mori M, Miyagi M, Nakamura G, Kanda N, Murase H. Application of DNA Methylation-Based Age Estimation to Construct an Age Structure of Humpback Whales in a Newly Emerged Wintering Ground Around Hachijojima Island, Tokyo Metropolis, Japan. Ecol Evol 2025; 15:e70854. [PMID: 39931249 PMCID: PMC11810527 DOI: 10.1002/ece3.70854] [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: 12/06/2024] [Accepted: 12/31/2024] [Indexed: 02/13/2025] Open
Abstract
Using a noninvasive DNA methylation (DNAm)-based age estimation method, we investigate the age structure of humpback whales that newly emerged around Hachijojima Island, Tokyo Metropolis, Japan to uncover the role of this area for this species. We measured DNAm frequencies at three age-related genes (GRIA2, CDKN2A, and TET2) from 26 biopsy skin samples of 21 unique humpback whales (15 males and 6 females) randomly collected in the winters of 2018-2021 and estimated their ages using the known age estimation model for humpback whales. The estimated ages of the 21 individuals were 2.95-30.40 years old with a mean of 12.02, and the resulting age structure in 5-year increments was roughly normally distributed with a peak at 10.00-14.99 class, suggesting the dominance of young adult males in this water. The observations (young males, male aggressive behavior for mating, whale song, and mother-calf pair) indicated that newly emerged humpback whales appeared to utilize Hachijojima Island as their new wintering ground, expanding the northern limit of the wintering area in the western North Pacific from previously known.
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Affiliation(s)
- Kohei Igarashi
- Laboratory of Cetacean BiologyTokyo University of Marine Science and TechnologyTokyoJapan
| | - Atsushi Tanabe
- Laboratory of Highly‐Advanced Veterinary Medical TechnologyAzabu University School of Veterinary MedicineSagamiharaKanagawaJapan
| | - Hiroeki Sahara
- Laboratory of BiologyAzabu University School of Veterinary MedicineSagamiharaKanagawaJapan
| | - Reiko Nozaki
- Laboratory of Genome ScienceTokyo University of Marine Science and TechnologyTokyoJapan
| | - Hidehiro Kondo
- Laboratory of Genome ScienceTokyo University of Marine Science and TechnologyTokyoJapan
| | | | | | | | - Mizuki Mori
- Laboratory of Cetacean BiologyTokyo University of Marine Science and TechnologyTokyoJapan
| | - Marin Miyagi
- Laboratory of Cetacean BiologyTokyo University of Marine Science and TechnologyTokyoJapan
| | - Gen Nakamura
- Laboratory of Cetacean BiologyTokyo University of Marine Science and TechnologyTokyoJapan
| | - Naohisa Kanda
- Laboratory of Cetacean BiologyTokyo University of Marine Science and TechnologyTokyoJapan
| | - Hiroto Murase
- Laboratory of Cetacean BiologyTokyo University of Marine Science and TechnologyTokyoJapan
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3
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Limberg AS, Berg F, Köper E, Lindgraf C, Gevers C, Kumsta R, Hummel EM, Moser DA. Cell-free DNA release following psychosocial and physical stress in women and men. Transl Psychiatry 2025; 15:26. [PMID: 39863589 PMCID: PMC11763022 DOI: 10.1038/s41398-025-03242-5] [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: 04/25/2024] [Revised: 12/05/2024] [Accepted: 01/14/2025] [Indexed: 01/27/2025] Open
Abstract
Cell-free DNA (cfDNA) is continuously shed by all cells in the body, but the regulation of this process and its physiological functions are still largely unknown. Previous research has demonstrated that both nuclear (cf-nDNA) and mitochondrial (cf-mtDNA) cfDNA levels increase in plasma in response to acute psychosocial and physical stress in males. This study further investigated these findings by testing 31 female participants (16 using oral hormonal contraception and 15 not using oral hormonal contraception), and the results were subsequently compared with those of 16 male participants. In addition, cf-nDNA and cf-mtDNA were comparatively quantified in both plasma and saliva at four time points, 2 min before and 2, 15, and 45 min after stress induction. A novel method was implemented to facilitate the straightforward collection of capillary blood by non-medical personnel for plasma analysis. While cf-mtDNA is readily detectable in body fluids due to its high copy number, the quantification of cf-nDNA is challenging due to its low abundance. To overcome this, a multiplex quantitative polymerase chain reaction (qPCR) protocol targeting L1PA2 elements, which are prevalent in the human genome, was utilized. The analysis indicated significantly elevated levels of cf-nDNA in both plasma and saliva in all participants, irrespective of gender, following psychosocial and physical stress. Conversely, neither plasma nor saliva exhibited a consistent or stress-induced release pattern for cf-mtDNA. CfDNA is a promising biomarker that is consistently released after stress in both men and women and can be detected in both plasma and saliva. However, further research is necessary to elucidate the mechanisms of cfDNA release from specific cells and to understand its biological function in the body.
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Affiliation(s)
- A S Limberg
- Department of Genetic Psychology, Faculty of Psychology, Ruhr-University Bochum, Universitätsstraße 150, Bochum, Germany
| | - F Berg
- Department of Genetic Psychology, Faculty of Psychology, Ruhr-University Bochum, Universitätsstraße 150, Bochum, Germany
| | - E Köper
- Department of Genetic Psychology, Faculty of Psychology, Ruhr-University Bochum, Universitätsstraße 150, Bochum, Germany
| | - C Lindgraf
- Department of Genetic Psychology, Faculty of Psychology, Ruhr-University Bochum, Universitätsstraße 150, Bochum, Germany
| | - C Gevers
- Department of Genetic Psychology, Faculty of Psychology, Ruhr-University Bochum, Universitätsstraße 150, Bochum, Germany
| | - R Kumsta
- Department of Genetic Psychology, Faculty of Psychology, Ruhr-University Bochum, Universitätsstraße 150, Bochum, Germany
- Department of Behavioural and Cognitive Sciences, Laboratory for Stress and Gene-Environment Interplay, University of Luxemburg, Porte des Sciences, Esch-sur-Alzette, Luxembourg
| | - E M Hummel
- Department of Genetic Psychology, Faculty of Psychology, Ruhr-University Bochum, Universitätsstraße 150, Bochum, Germany
| | - D A Moser
- Department of Genetic Psychology, Faculty of Psychology, Ruhr-University Bochum, Universitätsstraße 150, Bochum, Germany.
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4
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Gescher DM, Schanze D, Vavra P, Wolff P, Zimmer-Bensch G, Zenker M, Frodl T, Schmahl C. Differential methylation of OPRK1 in borderline personality disorder is associated with childhood trauma. Mol Psychiatry 2024; 29:3734-3741. [PMID: 38862675 PMCID: PMC11609100 DOI: 10.1038/s41380-024-02628-z] [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: 09/19/2023] [Revised: 05/21/2024] [Accepted: 05/28/2024] [Indexed: 06/13/2024]
Abstract
According to a growing body of neurobiological evidence, the core symptoms of borderline personality disorder (BPD) may be linked to an opioidergic imbalance between the hedonic and stimulatory activity of mu opioid receptors (MOR) and the reward system inhibiting effects of kappa opioid receptors (KOR). Childhood trauma (CT), which is etiologically relevant to BPD, is also likely to lead to epigenetic and neurobiological adaptations by extensive activation of the stress and endogenous opioid systems. In this study, we investigated the methylation differences in the promoter of the KOR gene (OPRK1) in subjects with BPD (N = 47) and healthy controls (N = 48). Comparing the average methylation rates of regulatorily relevant subregions (specified regions CGI-1, CGI-2, EH1), we found no differences between BPD and HC. Analyzing individual CG nucleotides (N = 175), we found eight differentially methylated CG sites, all of which were less methylated in BPD, with five showing highly interrelated methylation rates. This differentially methylated region (DMR) was found on the falling slope (5') of the promoter methylation gap, whose effect is enhanced by the DMR hypomethylation in BPD. A dimensional assessment of the correlation between disease severity and DMR methylation rate revealed DMR hypomethylation to be negatively associated with BPD symptom severity (measured by BSL-23). Finally, analyzing the influence of CT on DMR methylation, we found DMR hypomethylation to correlate with physical and emotional neglect in childhood (quantified by CTQ). Thus, the newly identified DMR may be a biomarker of the risks caused by CT, which likely epigenetically contribute to the development of BPD.
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MESH Headings
- Humans
- Borderline Personality Disorder/genetics
- Female
- DNA Methylation/genetics
- Male
- Receptors, Opioid, kappa/genetics
- Receptors, Opioid, kappa/metabolism
- Adult
- Promoter Regions, Genetic/genetics
- Epigenesis, Genetic/genetics
- Receptors, Opioid, mu/genetics
- Receptors, Opioid, mu/metabolism
- Child Abuse/psychology
- Adverse Childhood Experiences
- Child
- Middle Aged
- Young Adult
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Affiliation(s)
- Dorothee Maria Gescher
- Department of Psychiatry, Psychotherapy and Psychosomatics, Medical Faculty, RWTH Aachen University, Aachen, Germany.
- Department for General Psychiatry, Center of Psychosocial Medicine, Medical Faculty, Heidelberg University, Heidelberg, Germany.
- Department of Psychiatry and Psychotherapy, Medical Faculty, Otto-von-Guericke University, Magdeburg, Germany.
| | - Denny Schanze
- Institute of Human Genetics, Medical Faculty, Otto-von-Guericke University, Magdeburg, Germany
| | - Peter Vavra
- Department of Biological Psychology, Institute of Psychology, Otto-von-Guericke University, Magdeburg, Germany
| | - Philip Wolff
- Division of Neuroepigenetics, Institute of Zoology (Biology II), RWTH Aachen University, Aachen, Germany
| | - Geraldine Zimmer-Bensch
- Division of Neuroepigenetics, Institute of Zoology (Biology II), RWTH Aachen University, Aachen, Germany
| | - Martin Zenker
- Institute of Human Genetics, Medical Faculty, Otto-von-Guericke University, Magdeburg, Germany
| | - Thomas Frodl
- Department of Psychiatry, Psychotherapy and Psychosomatics, Medical Faculty, RWTH Aachen University, Aachen, Germany
- Department of Psychiatry and Psychotherapy, Medical Faculty, Otto-von-Guericke University, Magdeburg, Germany
- German Center for Mental Health (DZPG), Jena-Magdeburg-Halle, Germany
- Center for Intervention and Research on adaptive and maladaptive brain Circuits underlying mental health (C-I-R-C), Jena-Magdeburg-Halle, Germany
| | - Christian Schmahl
- Department of Psychosomatic Medicine and Psychotherapy, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
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5
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Behl T, Kyada A, Roopashree R, Nathiya D, Arya R, Kumar MR, Khalid M, Gulati M, Sachdeva M, Fareed M, Patra PK, Agrawal A, Wal P, Gasmi A. Epigenetic biomarkers in Alzheimer's disease: Diagnostic and prognostic relevance. Ageing Res Rev 2024; 102:102556. [PMID: 39490904 DOI: 10.1016/j.arr.2024.102556] [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: 09/19/2024] [Revised: 10/22/2024] [Accepted: 10/22/2024] [Indexed: 11/05/2024]
Abstract
Alzheimer's disease (AD) is a leading cause of cognitive decline in the aging population, presenting a critical need for early diagnosis and effective prognostic tools. Epigenetic modifications, including DNA methylation, histone modifications, and non-coding RNAs, have emerged as promising biomarkers for AD due to their roles in regulating gene expression and potential for reversibility. This review examines the current landscape of epigenetic biomarkers in AD, emphasizing their diagnostic and prognostic relevance. DNA methylation patterns in genes such as APP, PSEN1, and PSEN2 are highlighted for their strong associations with AD pathology. Alterations in DNA methylation at specific CpG sites have been consistently observed in AD patients, suggesting their utility in early detection. Histone modifications, such as acetylation and methylation, also play a crucial role in chromatin remodelling and gene expression regulation in AD. Dysregulated histone acetylation and methylation have been linked to AD progression, making these modifications valuable biomarkers. Non-coding RNAs, including microRNAs (miRNAs) and long non-coding RNAs (lncRNAs), further contribute to the epigenetic regulation in AD. miRNAs can modulate gene expression post-transcriptionally and have been found in altered levels in AD, while lncRNAs can influence chromatin structure and gene expression. The presence of these non-coding RNAs in biofluids like blood and cerebrospinal fluid positions them as accessible and minimally invasive biomarkers. Technological advancements in detecting and quantifying epigenetic modifications have propelled the field forward. Techniques such as next-generation sequencing, bisulfite sequencing, and chromatin immunoprecipitation assays offer high sensitivity and specificity, enabling the detailed analysis of epigenetic changes in clinical samples. These tools are instrumental in translating epigenetic research into clinical practice. This review underscores the potential of epigenetic biomarkers to enhance the early diagnosis and prognosis of AD, paving the way for personalized therapeutic strategies and improved patient outcomes. The integration of these biomarkers into clinical workflows promises to revolutionize AD management, offering hope for better disease monitoring and intervention.
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Affiliation(s)
- Tapan Behl
- Amity School of Pharmaceutical Sciences, Amity University, Punjab 140306, India.
| | - Ashishkumar Kyada
- Marwadi University Research Center, Department of Pharmaceutical Sciences, Faculty of Health Sciences, Marwadi University, Rajkot, Gujarat 360003, India
| | - R Roopashree
- Department of Chemistry and Biochemistry, School of Sciences, JAIN (Deemed to be University), Bangalore, Karnataka, India
| | - Deepak Nathiya
- Department of Pharmacy Practice, Institute of Pharmacy, NIMS University, Jaipur, India
| | - Renu Arya
- Chandigarh Pharmacy College, Chandigarh Group of Colleges-Jhanjeri, Mohali, Punjab 140307, India
| | - M Ravi Kumar
- Department of Basic Science & Humanities, Raghu Engineering College, Visakhapatnam, India
| | - Mohammad Khalid
- Department of pharmacognosy, College of pharmacy, Prince Sattam Bin Abdulaziz University Alkharj, Saudi Arabia
| | - Monica Gulati
- School of Pharmaceutical Sciences, Lovely Professional University, Phagwara, Punjab 1444411, India; ARCCIM, Faculty of Health, University of Technology Sydney, Ultimo, NSW 20227, Australia
| | - Monika Sachdeva
- Fatima College of Health Sciences, Al Ain, United Arab Emirates
| | - Mohammad Fareed
- Department of Basic Medical Sciences, College of Medicine, AlMaarefa University, P.O. Box No. 71666, Riyadh 11597, Saudi Arabia
| | - Pratap Kumar Patra
- School of Pharmacy & Life Sciences, Centurion University of Technology & Managemnet, Bhubaneswar, Odisha 752050, India
| | - Ankur Agrawal
- Jai Institute of Pharmaceutical Sciences and Research, Gwalior, Madhya Pradesh 474001, India
| | - Pranay Wal
- PSIT-Pranveer Singh Institute of Technology, Pharmacy, NH-19, Bhauti Road, Kanpur, UP 209305, India
| | - Amin Gasmi
- Société Francophone de Nutrithérapie et de Nutrigénétique Appliquée, Villeurbanne, France; International Institute of Nutrition and Micronutrition Sciences, Saint-Étienne, France
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6
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Górczak K, Burzykowski T, Claesen J. A varying-coefficient model for the analysis of methylation sequencing data. Comput Biol Chem 2024; 111:108094. [PMID: 38781748 DOI: 10.1016/j.compbiolchem.2024.108094] [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: 03/06/2024] [Revised: 05/06/2024] [Accepted: 05/08/2024] [Indexed: 05/25/2024]
Abstract
DNA methylation is an important epigenetic modification involved in gene regulation. Advances in the next generation sequencing technology have enabled the retrieval of DNA methylation information at single-base-resolution. However, due to the sequencing process and the limited amount of isolated DNA, DNA-methylation-data are often noisy and sparse, which complicates the identification of differentially methylated regions (DMRs), especially when few replicates are available. We present a varying-coefficient model for detecting DMRs by using single-base-resolved methylation information. The model simultaneously smooths the methylation profiles and allows detection of DMRs, while accounting for additional covariates. The proposed model takes into account possible overdispersion by using a beta-binomial distribution. The overdispersion itself can be modeled as a function of the genomic region and explanatory variables. We illustrate the properties of the proposed model by applying it to two real-life case studies.
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Affiliation(s)
- Katarzyna Górczak
- Data Science Institute, Hasselt University, Belgium; Open Analytics NV, Antwerp, Belgium
| | - Tomasz Burzykowski
- Data Science Institute, Hasselt University, Belgium; Department of Biostatistics and Medical Informatics, Medical University of Bialystok, Poland; International Drug Development Institute (IDDI), Belgium
| | - Jürgen Claesen
- Data Science Institute, Hasselt University, Belgium; Department of Epidemiology and Data Science, Amsterdam UMC, VU Amsterdam, The Netherlands.
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Wannemüller A, Kumsta R, Moser D, Jöhren HP, Margraf J. DNA methylation levels of the serotonin transporter gene are not associated with the outcome of highly standardized one-session exposure-based fear treatment. J Psychiatr Res 2024; 170:73-80. [PMID: 38103452 DOI: 10.1016/j.jpsychires.2023.12.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/10/2023] [Revised: 11/27/2023] [Accepted: 12/06/2023] [Indexed: 12/19/2023]
Abstract
Epigenetic alterations are regarded as a potential mechanism mediating the effects of environmental risk factors on vulnerability for a range of mental health problems. Recent studies have addressed the question whether DNA methylation patterns predict the outcome of psychological interventions and whether treatment effects might be associated with changes of DNA methylation. We assessed phobic fear symptoms, treatment-relevant traits and treatment response in 308 adults free of psychotropic medication - highly fearful of either spiders, blood-injury-injections, dental-treatments or heights - all subjected to highly standardized exposure-based one-session fear treatment. DNA methylation level of the promotor region of the serotonin transporter gene (SLC6A4) was assessed in either saliva samples (spider and dental treatment fear cohorts) or oral mucosa (BII, heights) to check whether possible effects are independent of the surrogate tissue examined. Moreover, in order to examine possible DNA methylation by genotype effects, patients were assessed for genetic variation of the serotonin transporter-linked polymorphic region (5-HTTLPR). DNA methylation levels were neither associated with pre-treatment fear levels, treatment relevant traits or treatment outcome data even when allelic variation of the 5HTTLPR was considered. Overall DNA methylation levels were higher in saliva samples compared to buccal samples. In saliva samples there was a small pre- to post-treatment increase in DNA methylation, which, however, was also not associated with the investigated phenotypes. We conclude that DNA methylation of SLC6A4 is no suitable biomarker for response efficacy to highly standardized one-session exposure-based fear treatments.
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Affiliation(s)
- André Wannemüller
- Mental Health Research and Treatment Center, Ruhr-Universität Bochum, Germany.
| | - Robert Kumsta
- Department of Genetic Psychology, Ruhr-Universität Bochum, Germany
| | - Dirk Moser
- Department of Genetic Psychology, Ruhr-Universität Bochum, Germany
| | | | - Jürgen Margraf
- Mental Health Research and Treatment Center, Ruhr-Universität Bochum, Germany
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8
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Tian A, Wu T, Zhang Y, Chen J, Sha J, Xia W. Triggering pyroptosis enhances the antitumor efficacy of PARP inhibitors in prostate cancer. Cell Oncol (Dordr) 2023; 46:1855-1870. [PMID: 37610690 DOI: 10.1007/s13402-023-00860-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/05/2023] [Indexed: 08/24/2023] Open
Abstract
PURPOSE PARP inhibitors have revolutionized the treatment landscape for advanced prostate cancer (PCa) patients who harboring mutations in homologous recombination repair (HRR) genes. However, the molecular mechanisms underlying PARP inhibitors function beyond DNA damage repair pathways remain elusive, and identifying novel predictive targets that favorably respond to PARP inhibitors in PCa is an active area of research. METHODS The expression of GSDME in PCa cell lines and human PCa samples was determined by western blotting. Targeted bisulfite sequencing, gene enrichment analysis (GSEA), clone formation, construction of the stably transfected cell lines, lactate dehydrogenase (LDH) assay, western blotting as well as a mouse model of subcutaneous xenografts were used to investigate the role of GSDME in PCa. The combinational therapeutic effect of olaparib and decitabine was determined using both in vitro and in vivo experiments. RESULTS We have found low expression of GSDME in PCa. Interestingly, we demonstrated that GSDME activity is robustly induced in olaparib-treated cells undergoing pyroptosis, and that high methylation of the GSDME promoter dampens its activity in PCa cells. Intriguingly, genetically overexpressing GSDME does not inhibit tumor cell proliferation but instead confers sensitivity to olaparib. Furthermore, pharmacological treatment with the combination of olaparib and decitabine synergistically induces GSDME expression and cleavage through caspase-3 activation, thus promoting pyroptosis and enhancing anti-tumor response, ultimately resulting in tumor remission. CONCLUSION Our findings highlight a novel therapeutic strategy for enhancing the long-term response to olaparib beyond HRR-deficient tumors in PCa, underscoring the critical role of GSDME in regulating tumorigenesis.
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Affiliation(s)
- Ao Tian
- State Key Laboratory of Systems Medicine for Cancer, Renji Hospital, School of Medicine and School of Biomedical Engineering, Shanghai Jiao Tong University, 1954 Huashan Road, Shanghai, 200030, China
| | - Tingyu Wu
- State Key Laboratory of Systems Medicine for Cancer, Renji Hospital, School of Medicine and School of Biomedical Engineering, Shanghai Jiao Tong University, 1954 Huashan Road, Shanghai, 200030, China
| | - Yanshuang Zhang
- State Key Laboratory of Systems Medicine for Cancer, Renji Hospital, School of Medicine and School of Biomedical Engineering, Shanghai Jiao Tong University, 1954 Huashan Road, Shanghai, 200030, China
| | - Jiachen Chen
- State Key Laboratory of Systems Medicine for Cancer, Renji Hospital, School of Medicine and School of Biomedical Engineering, Shanghai Jiao Tong University, 1954 Huashan Road, Shanghai, 200030, China
| | - Jianjun Sha
- Department of Urology, Ren Ji Hospital, School of Medicine, Shanghai Jiao Tong University, 145 Shandong Middle road, Shanghai, 200001, China
| | - Weiliang Xia
- State Key Laboratory of Systems Medicine for Cancer, Renji Hospital, School of Medicine and School of Biomedical Engineering, Shanghai Jiao Tong University, 1954 Huashan Road, Shanghai, 200030, China.
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Pośpiech E, Pisarek A, Rudnicka J, Noroozi R, Boroń M, Masny A, Wysocka B, Migacz-Gruszka K, Lisman D, Pruszkowska-Przybylska P, Kobus M, Szargut M, Dowejko J, Stanisz K, Zacharczuk J, Zieliński P, Sitek A, Ossowski A, Spólnicka M, Branicki W. Introduction of a multiplex amplicon sequencing assay to quantify DNA methylation in target cytosine markers underlying four selected epigenetic clocks. Clin Epigenetics 2023; 15:128. [PMID: 37563670 PMCID: PMC10416531 DOI: 10.1186/s13148-023-01545-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2023] [Accepted: 08/02/2023] [Indexed: 08/12/2023] Open
Abstract
BACKGROUND DNA methylation analysis has proven to be a powerful tool for age assessment. However, the implementation of epigenetic age prediction in diagnostics or routine forensic casework requires appropriate laboratory methods. In this study, we aimed to compare the performance of large-scale DNA methylation analysis protocols that show promise in terms of accuracy, throughput, multiplexing capacity, and high sensitivity. RESULTS The protocols were designed to target a predefined panel of 161 genomic CG/CA sites from four known estimators of epigenetic age-related parameters, optimized and validated using artificially methylated controls or blood samples. We successfully targeted 96% of these loci using two enrichment protocols: Ion AmpliSeq™, an amplicon-based method integrated with Ion Torrent S5, and SureSelectXT Methyl-Seq, a hybridization-based method followed by MiSeq FGx sequencing. Both protocols demonstrated high accuracy and robustness. Although hybridization assays have greater multiplexing capabilities, the best overall performance was observed for the amplicon-based protocol with the lowest variability in DNA methylation at 25 ng of starting DNA, mean observed marker coverage of ~ 6.7 k reads, and accuracy of methylation quantification with a mean absolute difference between observed and expected methylation beta value of 0.054. The Ion AmpliSeq method correlated strongly with genome-scale EPIC microarray data (R = 0.91) and showed superiority in terms of methylation measurement accuracy. Method-to-method bias was accounted for by the use of linear transformation, which provided a highly accurate prediction of calendar age with a mean absolute error of less than 5 years for the VISAGE and Hannum age clocks used. The pace of aging (PoAm) and the mortality risk score (MRS) estimators included in our panel represent next-generation clocks, were found to have low to moderate correlations with the VISAGE and Hannum models (R < 0.75), and thus may capture different aspects of epigenetic aging. CONCLUSIONS We propose a laboratory tool that allows the quantification of DNA methylation in cytosines underlying four different clocks, thus providing broad information on epigenetic aging while maintaining a reasonable number of CpG markers, opening the way to a wide range of applications in forensics, medicine, and healthcare.
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Affiliation(s)
- Ewelina Pośpiech
- Malopolska Centre of Biotechnology, Jagiellonian University, Krakow, Poland.
- Department of Forensic Genetics, Pomeranian Medical University in Szczecin, Szczecin, Poland.
| | - Aleksandra Pisarek
- Institute of Zoology and Biomedical Research, Faculty of Biology, Jagiellonian University, Krakow, Poland
| | - Joanna Rudnicka
- Malopolska Centre of Biotechnology, Jagiellonian University, Krakow, Poland
- Doctoral School of Exact and Natural Sciences, Jagiellonian University, Krakow, Poland
| | - Rezvan Noroozi
- Malopolska Centre of Biotechnology, Jagiellonian University, Krakow, Poland
- Doctoral School of Exact and Natural Sciences, Jagiellonian University, Krakow, Poland
| | - Michał Boroń
- Central Forensic Laboratory of the Police, Warsaw, Poland
| | | | - Bożena Wysocka
- Central Forensic Laboratory of the Police, Warsaw, Poland
| | - Kamila Migacz-Gruszka
- Department of Dermatology, Collegium Medicum of the Jagiellonian University, Krakow, Poland
| | - Dagmara Lisman
- Department of Forensic Genetics, Pomeranian Medical University in Szczecin, Szczecin, Poland
| | | | - Magdalena Kobus
- Institute of Biological Sciences, Faculty of Biology and Environmental Sciences, Cardinal Stefan Wyszynski University in Warsaw, Warsaw, Poland
| | - Maria Szargut
- Department of Forensic Genetics, Pomeranian Medical University in Szczecin, Szczecin, Poland
| | - Joanna Dowejko
- Department of Forensic Genetics, Pomeranian Medical University in Szczecin, Szczecin, Poland
| | - Kamila Stanisz
- Department of Forensic Genetics, Pomeranian Medical University in Szczecin, Szczecin, Poland
| | - Julia Zacharczuk
- Department of Forensic Genetics, Pomeranian Medical University in Szczecin, Szczecin, Poland
| | - Piotr Zieliński
- Institute of Environmental Sciences, Faculty of Biology, Jagiellonian University, Krakow, Poland
| | - Aneta Sitek
- Department of Anthropology, Faculty of Biology and Environmental Protection, University of Łódź, Łódź, Poland
| | - Andrzej Ossowski
- Department of Forensic Genetics, Pomeranian Medical University in Szczecin, Szczecin, Poland
| | | | - Wojciech Branicki
- Institute of Zoology and Biomedical Research, Faculty of Biology, Jagiellonian University, Krakow, Poland
- Institute of Forensic Research, Krakow, Poland
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10
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Müller S, Sicorello M, Moser D, Frach L, Limberg A, Gumpp AM, Ramo-Fernandez L, Köhler-Dauner F, Fegert JM, Waller C, Kumsta R, Kolassa IT. The DNA methylation landscape of the human oxytocin receptor gene (OXTR): data-driven clusters and their relation to gene expression and childhood adversity. Transl Psychiatry 2023; 13:265. [PMID: 37479681 PMCID: PMC10362059 DOI: 10.1038/s41398-023-02548-6] [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: 03/21/2022] [Revised: 06/23/2023] [Accepted: 06/27/2023] [Indexed: 07/23/2023] Open
Abstract
The oxytocin receptor gene (OXTR) is of interest when investigating the effects of early adversity on DNA methylation. However, there is heterogeneity regarding the selection of the most promising CpG sites to target for analyses. The goal of this study was to determine functionally relevant clusters of CpG sites within the OXTR CpG island in 113 mother-infant dyads, with 58 of the mothers reporting childhood maltreatment (CM). OXTR DNA methylation was analyzed in peripheral/umbilical blood mononuclear cells. Different complexity reduction approaches were used to reduce the 188 CpG sites into clusters of co-methylated sites. Furthermore, associations between OXTR DNA methylation (cluster- and site-specific level) and OXTR gene expression and CM were investigated in mothers. Results showed that, first, CpG sections differed strongly regarding their statistical utility for research of individual differences in DNA methylation. Second, cluster analyses and Partial Least Squares (PLS) suggested two clusters consisting of intron1/exon2 and the protein-coding region of exon3, respectively, as most strongly associated with outcome measures. Third, cross-validated PLS regression explained 7% of variance in CM, with low cross-validated variance explained for the prediction of gene expression. Fourth, substantial mother-child correspondence was observed in correlation patterns within the identified clusters, but only modest correspondence outside these clusters. This study makes an important contribution to the mapping of the DNA methylation landscape of the OXTR CpG island by highlighting clusters of CpG sites that show desirable statistical properties and predictive value. We provide a Companion Web Application to facilitate the choice of CpG sites.
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Affiliation(s)
- Svenja Müller
- Department of Genetic Epidemiology in Psychiatry, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, 68159, Mannheim, Germany
- Department of Clinical & Biological Psychology, Institute of Psychology and Education, Ulm University, 89081, Ulm, Germany
| | - Maurizio Sicorello
- Department of Psychosomatic Medicine and Psychotherapy, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, 68159, Mannheim, Germany
| | - Dirk Moser
- Department of Genetic Psychology, Faculty of Psychology, Ruhr Universität Bochum, 44801, Bochum, Germany
| | - Leonard Frach
- Department of Clinical, Educational and Health Psychology, Division of Psychology and Language Sciences, University College London, London, WC1H 0AP, United Kingdom
| | - Alicia Limberg
- Department of Genetic Psychology, Faculty of Psychology, Ruhr Universität Bochum, 44801, Bochum, Germany
| | - Anja M Gumpp
- Department of Clinical & Biological Psychology, Institute of Psychology and Education, Ulm University, 89081, Ulm, Germany
| | - Laura Ramo-Fernandez
- Department of Clinical & Biological Psychology, Institute of Psychology and Education, Ulm University, 89081, Ulm, Germany
| | - Franziska Köhler-Dauner
- Department of Child and Adolescent Psychiatry/Psychotherapy, University Hospital Ulm, 89075, Ulm, Germany
| | - Jörg M Fegert
- Department of Child and Adolescent Psychiatry/Psychotherapy, University Hospital Ulm, 89075, Ulm, Germany
| | - Christiane Waller
- Department of Psychosomatic Medicine and Psychotherapy, University Hospital Ulm, 89075, Ulm, Germany
- Department of Psychosomatics and Psychotherapeutic Medicine, Paracelsus Medical Private University of Nueremberg, 90419, Nueremberg, Germany
| | - Robert Kumsta
- Department of Genetic Psychology, Faculty of Psychology, Ruhr Universität Bochum, 44801, Bochum, Germany.
- Department of Behavioural and Cognitive Sciences, Laboratory for Stress and Gene-Environment Interplay, University of Luxemburg, Porte des Sciences L-4366, Esch-sur-Alzette, Luxemburg.
| | - Iris-Tatjana Kolassa
- Department of Clinical & Biological Psychology, Institute of Psychology and Education, Ulm University, 89081, Ulm, Germany.
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11
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Wang M, Bissonnette N, Laterrière M, Gagné D, Dudemaine PL, Roy JP, Sirard MA, Ibeagha-Awemu EM. Genome-Wide DNA Methylation and Transcriptome Integration Associates DNA Methylation Changes with Bovine Subclinical Mastitis Caused by Staphylococcus chromogenes. Int J Mol Sci 2023; 24:10369. [PMID: 37373515 PMCID: PMC10299661 DOI: 10.3390/ijms241210369] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2023] [Revised: 06/01/2023] [Accepted: 06/05/2023] [Indexed: 06/29/2023] Open
Abstract
Staphylococcus chromogenes (SC) is a common coagulase-negative staphylococcus described as an emerging mastitis pathogen and commonly found in dairy farms. This study investigated the potential involvement of DNA methylation in subclinical mastitis caused by SC. The whole-genome DNA methylation patterns and transcriptome profiles of milk somatic cells from four cows with naturally occurring SC subclinical mastitis (SCM) and four healthy cows were characterized by next-generation sequencing, bioinformatics, and integration analyses. Comparisons revealed abundant DNA methylation changes related to SCM, including differentially methylated cytosine sites (DMCs, n = 2,163,976), regions (DMRs, n = 58,965), and methylation haplotype blocks (dMHBs, n = 53,098). Integration of methylome and transcriptome data indicated a negative global association between DNA methylation at regulatory regions (promoters, first exons, and first introns) and gene expression. A total of 1486 genes with significant changes in the methylation levels of their regulatory regions and corresponding gene expression showed significant enrichment in biological processes and pathways related to immune functions. Sixteen dMHBs were identified as candidate discriminant signatures, and validation of two signatures in more samples further revealed the association of dMHBs with mammary gland health and production. This study demonstrated abundant DNA methylation changes with possible involvement in regulating host responses and potential as biomarkers for SCM.
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Affiliation(s)
- Mengqi Wang
- Sherbrooke Research and Development Centre, Agriculture and Agri-Food Canada, Sherbrooke, QC J1M 0C8, Canada; (M.W.); (N.B.); (P.-L.D.)
- Department of Animal Science, Université Laval, Québec, QC G1V 0A6, Canada;
| | - Nathalie Bissonnette
- Sherbrooke Research and Development Centre, Agriculture and Agri-Food Canada, Sherbrooke, QC J1M 0C8, Canada; (M.W.); (N.B.); (P.-L.D.)
| | - Mario Laterrière
- Quebec Research and Development Centre, Agriculture and Agri-Food Canada, Quebec, QC G1V 2J3, Canada
| | - David Gagné
- Quebec Research and Development Centre, Agriculture and Agri-Food Canada, Quebec, QC G1V 2J3, Canada
| | - Pier-Luc Dudemaine
- Sherbrooke Research and Development Centre, Agriculture and Agri-Food Canada, Sherbrooke, QC J1M 0C8, Canada; (M.W.); (N.B.); (P.-L.D.)
| | - Jean-Philippe Roy
- Department of Clinical Sciences, Université de Montréal, Saint-Hyacinthe, QC H3T 1J4, Canada;
| | - Marc-André Sirard
- Department of Animal Science, Université Laval, Québec, QC G1V 0A6, Canada;
| | - Eveline M. Ibeagha-Awemu
- Sherbrooke Research and Development Centre, Agriculture and Agri-Food Canada, Sherbrooke, QC J1M 0C8, Canada; (M.W.); (N.B.); (P.-L.D.)
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12
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Paules EM, Silva-Gomez JA, Friday WB, Zeisel SH, Trujillo-Gonzalez I. Choline Regulates SOX4 through miR-129-5p and Modifies H3K27me3 in the Developing Cortex. Nutrients 2023; 15:2774. [PMID: 37375678 PMCID: PMC10304412 DOI: 10.3390/nu15122774] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2023] [Revised: 06/09/2023] [Accepted: 06/14/2023] [Indexed: 06/29/2023] Open
Abstract
Choline availability regulates neural progenitor cell proliferation and differentiation in the developing cerebral cortex. Here, we investigated the molecular mechanism underlying this process and demonstrated that choline regulates the transcription factor SOX4 in neural progenitor cells. Specifically, we found that low choline intake during neurogenesis reduces SOX4 protein levels, causing the downregulation of EZH2, a histone methyltransferase. Importantly, we demonstrate that low choline is not involved in SOX4 protein degradation rate and established that protein reduction is caused by aberrant expression of a microRNA (miR-129-5p). To confirm the role of miR-129-5p, we conducted gain-of-function and loss-of-function assays in neural progenitor cells and demonstrated that directly altering miR-129-5p levels could affect SOX4 protein levels. We also observed that the reduction in SOX4 and EZH2 led to decreased global levels of H3K27me3 in the developing cortex, contributing to reduced proliferation and precocious differentiation. For the first time, to our knowledge, we demonstrate that a nutrient, choline, regulates a master transcription factor and its downstream targets, providing a novel insight into the role of choline in brain development.
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Affiliation(s)
- Evan M. Paules
- Department of Nutrition, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC 27514, USA; (E.M.P.); (J.A.S.-G.); (W.B.F.); (S.H.Z.)
| | - Jorge A. Silva-Gomez
- Department of Nutrition, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC 27514, USA; (E.M.P.); (J.A.S.-G.); (W.B.F.); (S.H.Z.)
| | - Walter B. Friday
- Department of Nutrition, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC 27514, USA; (E.M.P.); (J.A.S.-G.); (W.B.F.); (S.H.Z.)
| | - Steve H. Zeisel
- Department of Nutrition, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC 27514, USA; (E.M.P.); (J.A.S.-G.); (W.B.F.); (S.H.Z.)
- Nutrition Research Institute, University of North Carolina at Chapel Hill, Kannapolis, NC 28081, USA
| | - Isis Trujillo-Gonzalez
- Department of Nutrition, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC 27514, USA; (E.M.P.); (J.A.S.-G.); (W.B.F.); (S.H.Z.)
- Nutrition Research Institute, University of North Carolina at Chapel Hill, Kannapolis, NC 28081, USA
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13
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Fang F, Andersen AM, Philibert R, Hancock DB. Epigenetic biomarkers for smoking cessation. ADDICTION NEUROSCIENCE 2023; 6:100079. [PMID: 37123087 PMCID: PMC10136056 DOI: 10.1016/j.addicn.2023.100079] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/02/2023]
Abstract
Cigarette smoking has been associated with epigenetic alterations that may be reversible upon cessation. As the most-studied epigenetic modification, DNA methylation is strongly associated with smoking exposure, providing a potential mechanism that links smoking to adverse health outcomes. Here, we reviewed the reversibility of DNA methylation in accessible peripheral tissues, mainly blood, in relation to cigarette smoking cessation and the utility of DNA methylation as a biomarker signature to differentiate current, former, and never smokers and to quantify time since cessation. We summarized thousands of differentially methylated Cytosine-Guanine (CpG) dinucleotides and regions associated with smoking cessation from candidate gene and epigenome-wide association studies, as well as the prediction accuracy of the multi-CpG predictors for smoking status. Overall, there is robust evidence for DNA methylation signature of cigarette smoking cessation. However, there are still gaps to fill, including (1) cell-type heterogeneity in measuring blood DNA methylation; (2) underrepresentation of non-European ancestry populations; (3) limited longitudinal data to quantitatively measure DNA methylation after smoking cessation over time; and (4) limited data to study the impact of smoking cessation on other epigenetic features, noncoding RNAs, and histone modifications. Epigenetic machinery provides promising biomarkers that can improve success in smoking cessation in the clinical setting. To achieve this goal, larger and more-diverse samples with longitudinal measures of a broader spectrum of epigenetic marks will be essential to developing a robust DNA methylation biomarker assay, followed by meeting validation requirements for the assay before being implemented as a clinically useful tool.
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Affiliation(s)
- Fang Fang
- GenOmics, Bioinformatics, and Translational Research Center, RTI International, 3040 East Cornwallis Road, P.O. Box 12194, Research Triangle Park, NC 27709, USA
| | - Allan M. Andersen
- Department of Psychiatry, University of Iowa, 200 Hawkins Drive, Iowa City, IA 52242, USA
| | - Robert Philibert
- Department of Psychiatry, University of Iowa, 200 Hawkins Drive, Iowa City, IA 52242, USA
- Behavioral Diagnostics LLC, 2500 Crosspark Rd, Coralville, IA 52241, USA
- Department of Biomedical Engineering, 5601 Seamans Center for the Engineering Arts and Sciences, University of Iowa, Iowa City, IA 52242, USA
| | - Dana B. Hancock
- GenOmics, Bioinformatics, and Translational Research Center, RTI International, 3040 East Cornwallis Road, P.O. Box 12194, Research Triangle Park, NC 27709, USA
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14
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Hummel EM, Piovesan K, Berg F, Herpertz S, Kessler H, Kumsta R, Moser DA. Mitochondrial DNA as a marker for treatment-response in post-traumatic stress disorder. Psychoneuroendocrinology 2023; 148:105993. [PMID: 36462294 DOI: 10.1016/j.psyneuen.2022.105993] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/09/2022] [Revised: 11/28/2022] [Accepted: 11/28/2022] [Indexed: 12/05/2022]
Abstract
Post-traumatic stress disorder (PTSD) is a serious mental health condition thought to be mediated by a dysregulated stress response system. Stress, especially chronic stress, affects mitochondrial activity and their efficiency in duplicating their genomes. Human cells contain numerous mitochondria that harbor multiple copies of their own genome, which consist of a mixture of wild type and variant mtDNA - a condition known as mitochondrial heteroplasmy. Number of mitochondrial genomes in a cell and the degree of heteroplasmy may serve as an indicator of mitochondrial allostatic load. Changes in mtDNA copy number and the proportion of variant mtDNA may be related to mental disorders and symptom severity, suggesting an involvement of mitochondrial dysfunction also in PTSD. Therefore, we examined number and composition of mitochondrial DNA before and after six weeks of inpatient psychotherapy treatment in a cohort of 60 female PTSD patients. We extracted DNA from isolated monocytes before and after inpatient treatment and quantified cellular mtDNA using multiplex qPCR. We hypothesized that treatment would lead to changes in cellular mtDNA levels and that change in mtDNA level would be associated with PTSD symptom severity and treatment response. It could be shown that mtDNA copy number and the ratio of variant mtDNA decreased during therapy, however, this change did not correlate with treatment response. Our results suggest that inpatient treatment can reduce signs of mitochondrial allostatic load, which could have beneficial effects on mental health. The quantification of mtDNA and the determination of cellular heteroplasmy could represent valuable biomarkers for the molecular characterization of mental disorders in the future.
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Affiliation(s)
- E M Hummel
- Department of Genetic Psychology, Faculty of Psychology, Ruhr-University Bochum, Universitätsstraße 150, 44801 Bochum, Germany.
| | - K Piovesan
- Department of Genetic Psychology, Faculty of Psychology, Ruhr-University Bochum, Universitätsstraße 150, 44801 Bochum, Germany
| | - F Berg
- Department of Genetic Psychology, Faculty of Psychology, Ruhr-University Bochum, Universitätsstraße 150, 44801 Bochum, Germany
| | - S Herpertz
- Department of Psychosomatic Medicine and Psychotherapy, LWL-University Hospital, Ruhr University Bochum, Germany
| | - H Kessler
- Department of Psychosomatic Medicine and Psychotherapy, LWL-University Hospital, Ruhr University Bochum, Germany; Department of Psychosomatic Medicine and Psychotherapy, Fulda Hospital, University Medicine Marburg Campus Fulda, Fulda, Germany
| | - R Kumsta
- Department of Genetic Psychology, Faculty of Psychology, Ruhr-University Bochum, Universitätsstraße 150, 44801 Bochum, Germany; Department of Behavioural and Cognitive Sciences, Laboratory for Stress and Gene-Environment nterplay, University of Luxemburg, Porte des Sciences, L-4366 Esch-sur-Alzette, Luxemburg
| | - D A Moser
- Department of Genetic Psychology, Faculty of Psychology, Ruhr-University Bochum, Universitätsstraße 150, 44801 Bochum, Germany.
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15
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Colwell ML, Townsel C, Petroff RL, Goodrich JM, Dolinoy DC. Epigenetics and the Exposome: DNA Methylation as a Proxy for Health Impacts of Prenatal Environmental Exposures. EXPOSOME 2023; 3:osad001. [PMID: 37333730 PMCID: PMC10275510 DOI: 10.1093/exposome/osad001] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/20/2023]
Abstract
The accumulation of every day exposures can impact health across the life course, but our understanding of such exposures is impeded by our ability to delineate the relationship between an individual's early life exposome and later life health effects. Measuring the exposome is challenging. Exposure assessed at a given time point captures a snapshot of the exposome but does not represent the full spectrum of exposures across the life course. In addition, the assessment of early life exposures and their effects is often further challenged by lack of relevant samples and the time gap between exposures and related health outcomes in later life. Epigenetics, specifically DNA methylation, has the potential to overcome these barriers as environmental epigenetic perturbances can be retained through time. In this review, we describe how DNA methylation can be framed in the world of the exposome. We offer three compelling examples of common environmental exposures, including cigarette smoke, the endocrine active compound bisphenol A (BPA), and the metal lead (Pb), to illustrate the application of DNA methylation as a proxy to measure the exposome. We discuss areas for future explorations and current limitations of this approach. Epigenetic profiling is a promising and rapidly developing tool and field of study, offering us a unique and powerful way to assess the early life exposome and its effects across different life stages.
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Affiliation(s)
- Mathia L. Colwell
- Department of Environmental Health Sciences, University of Michigan School of Public Health, Ann Arbor, MI, USA
| | - Courtney Townsel
- Department of Obstetrics and Gynecology, University of Michigan School of Medicine, Ann Arbor, MI, USA
| | - Rebekah L. Petroff
- Department of Environmental Health Sciences, University of Michigan School of Public Health, Ann Arbor, MI, USA
| | - Jaclyn M. Goodrich
- Department of Environmental Health Sciences, University of Michigan School of Public Health, Ann Arbor, MI, USA
| | - Dana C. Dolinoy
- Department of Environmental Health Sciences, University of Michigan School of Public Health, Ann Arbor, MI, USA
- Department of Nutritional Sciences, University of Michigan School of Public Health, Ann Arbor, MI, USA
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16
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No evidence for intervention-associated DNA methylation changes in monocytes of patients with posttraumatic stress disorder. Sci Rep 2022; 12:17347. [PMID: 36253434 PMCID: PMC9576776 DOI: 10.1038/s41598-022-22177-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2021] [Accepted: 10/11/2022] [Indexed: 01/10/2023] Open
Abstract
DNA methylation patterns can be responsive to environmental influences. This observation has sparked interest in the potential for psychological interventions to influence epigenetic processes. Recent studies have observed correlations between DNA methylation changes and therapy outcome. However, most did not control for changes in cell composition. This study had two aims: first, we sought to replicate therapy-associated changes in DNA methylation of commonly assessed candidate genes in isolated monocytes from 60 female patients with post-traumatic stress disorder (PTSD). Our second, exploratory goal was to identify novel genomic regions with substantial pre-to-post intervention DNA methylation changes by performing whole-genome bisulfite sequencing (WGBS) in two patients with PTSD. Equivalence testing and Bayesian analyses provided evidence against physiologically meaningful intervention-associated DNA methylation changes in monocytes of PTSD patients in commonly investigated target genes (NR3C1, FKBP5, SLC6A4, OXTR). Furthermore, WGBS yielded only a limited set of candidate regions with suggestive evidence of differential DNA methylation pre- to post-therapy. These differential DNA methylation patterns did not prove replicable when investigated in the entire cohort. We conclude that there is no evidence for major, recurrent intervention-associated DNA methylation changes in the investigated genes in monocytes of patients with PTSD.
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17
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Müller S, Moser D, Frach L, Wimberger P, Nitzsche K, Li SC, Kirschbaum C, Alexander N. No long-term effects of antenatal synthetic glucocorticoid exposure on epigenetic regulation of stress-related genes. Transl Psychiatry 2022; 12:62. [PMID: 35173143 PMCID: PMC8850596 DOI: 10.1038/s41398-022-01828-x] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/16/2021] [Revised: 12/10/2021] [Accepted: 01/04/2022] [Indexed: 11/09/2022] Open
Abstract
Antenatal synthetic glucocorticoid (sGC) treatment is a potent modifier of the hypothalamic-pituitary-adrenal (HPA) axis. In this context, epigenetic modifications are discussed as potential regulators explaining how prenatal exposure to GCs might translate into persistent changes of HPA axis "functioning". The purpose of this study was to investigate whether DNA methylation and gene expression profiles of stress-associated genes (NR3C1; FKBP5; SLC6A4) may mediate the persistent effects of sGC on cortisol stress reactivity that have been previously observed. In addition, hair cortisol concentrations (hairC) were investigated as a valid biomarker of long-term HPA axis activity. This cross-sectional study comprised 108 term-born children and adolescents, including individuals with antenatal GC treatment and controls. From whole blood, DNA methylation was analyzed by targeted deep bisulfite sequencing. Relative mRNA expression was determined by RT-qPCR experiments and qBase analysis. Acute stress reactivity was assessed by the Trier Social Stress Test (TSST) measuring salivary cortisol by ELISA and hairC concentrations were determined from hair samples by liquid chromatography coupled with tandem mass spectrometry. First, no differences in DNA methylation and mRNA expression levels of the stress-associated genes between individuals treated with antenatal sGC compared to controls were found. Second, DNA methylation and mRNA expression levels were neither associated with cortisol stress reactivity nor with hairC. These findings do not corroborate the belief that DNA methylation and mRNA expression profiles of stress-associated genes (NR3C1; FKBP5; SLC6A4) play a key mediating role of the persistent effects of sGC on HPA axis functioning.
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Affiliation(s)
- Svenja Müller
- Department of Genetic Psychology, Faculty of Psychology, Ruhr Universität Bochum, Universitätsstr. 150, 44801, Bochum, Germany.
| | - Dirk Moser
- grid.5570.70000 0004 0490 981XDepartment of Genetic Psychology, Faculty of Psychology, Ruhr Universität Bochum, Universitätsstr. 150, 44801 Bochum, Germany
| | - Leonard Frach
- grid.5570.70000 0004 0490 981XDepartment of Genetic Psychology, Faculty of Psychology, Ruhr Universität Bochum, Universitätsstr. 150, 44801 Bochum, Germany ,grid.83440.3b0000000121901201Department of Clinical, Educational and Health Psychology, Division of Psychology and Language Sciences, University College London, 26 Bedford Way, London, WC1H 0AP UK
| | - Pauline Wimberger
- grid.4488.00000 0001 2111 7257Department of Gynecology and Obstetrics, Medical Faculty and University Hospital Carl Gustav Carus, Technische Universität Dresden, Fetscherstr. 74, 01307 Dresden, Germany
| | - Katharina Nitzsche
- grid.4488.00000 0001 2111 7257Department of Gynecology and Obstetrics, Medical Faculty and University Hospital Carl Gustav Carus, Technische Universität Dresden, Fetscherstr. 74, 01307 Dresden, Germany
| | - Shu-Chen Li
- grid.4488.00000 0001 2111 7257Faculty of Psychology, Technische Universität Dresden, Zellescher Weg 17, 01602 Dresden, Germany ,grid.4488.00000 0001 2111 7257CeTI – Centre for Tactile Internet with Human-in-the-Loop, Technische Universität Dresden, Georg-Schumann-Str. 9, 01187 Dresden, Germany
| | - Clemens Kirschbaum
- grid.4488.00000 0001 2111 7257Faculty of Psychology, Technische Universität Dresden, Zellescher Weg 17, 01602 Dresden, Germany
| | - Nina Alexander
- Department of Psychiatry and Psychotherapy, Philipps University Marburg, Rudolf-Bultmann-Str. 8, 35039, Marburg, Germany. .,Center for Mind, Brain and Behavior, Philipps University Marburg, Hans-Meerwein-Str. 6, 35032, Marburg, Germany.
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18
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Danoff JS, Connelly JJ, Morris JP, Perkeybile AM. An epigenetic rheostat of experience: DNA methylation of OXTR as a mechanism of early life allostasis. COMPREHENSIVE PSYCHONEUROENDOCRINOLOGY 2021; 8:100098. [PMID: 35757665 PMCID: PMC9216658 DOI: 10.1016/j.cpnec.2021.100098] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2021] [Revised: 10/11/2021] [Accepted: 10/11/2021] [Indexed: 02/06/2023] Open
Abstract
Oxytocin is a neuropeptide hormone which is involved in regulation of social behavior, stress response, muscle contraction, and metabolism. Oxytocin signaling is dependent on its binding to the oxytocin receptor, coded for by the OXTR gene. Many studies have examined the role of epigenetic regulation of OXTR in neurological and behavioral outcomes in both humans and animal models. Here, we review these studies, critically analyze their findings in the context of oxytocin's role as an allostatic hormone, and provide suggestions for future research. We use OXTR as a model for how those in the field of psychoneuroendocrinology should perform epigenetic studies in order to maximize both biological relevance and potential for biomarker development.
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Affiliation(s)
- Joshua S. Danoff
- University of Virginia, Department of Psychology, 102 Gilmer Hall, P.O. Box 400400, Charlottesville, VA, 22904, USA
| | - Jessica J. Connelly
- University of Virginia, Department of Psychology, 102 Gilmer Hall, P.O. Box 400400, Charlottesville, VA, 22904, USA
| | - James P. Morris
- University of Virginia, Department of Psychology, 102 Gilmer Hall, P.O. Box 400400, Charlottesville, VA, 22904, USA
| | - Allison M. Perkeybile
- University of Virginia, Department of Psychology, 102 Gilmer Hall, P.O. Box 400400, Charlottesville, VA, 22904, USA
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Flasbeck V, Brüne M. Association between childhood maltreatment, psychopathology and DNA methylation of genes involved in stress regulation: Evidence from a study in Borderline Personality Disorder. PLoS One 2021; 16:e0248514. [PMID: 33705478 PMCID: PMC7951851 DOI: 10.1371/journal.pone.0248514] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2020] [Accepted: 02/28/2021] [Indexed: 12/21/2022] Open
Abstract
Previous research suggests that childhood maltreatment is associated with epigenetic modification of genes involved in hypothalamic-pituitary-adrenal (HPA) functioning, which could cause dysregulation of the stress response system. If pervasive, this may be associated with the development of stress-related disorder in adults, including affective disorders, anxiety disorders, post-traumatic stress disorder (PTSD) or borderline-personality disorder (BPD). The majority of studies have focused on DNA methylation of the glucocorticoid receptor gene (NR3C1) and the FKBP5 encoding gene, which regulates the sensitivity of the glucocorticoid receptor (GR). How methylation of NR3C1 and FKBP5 interferes with childhood adversity and psychopathology as well as empathy is an under-researched issue. Here, we sought to investigate the association of childhood maltreatment in a sample of 89 individuals (44 healthy participants and 45 patients diagnosed with BPD) with the methylation of the 1F promoter region of NR3C1 and the intron 7 of FKBP5 as well as with different measures of psychopathology and empathy. Methylation of FKBP5 (bin 2) correlated with anxiety (SCL-90-R) and the global psychopathological symptom load index (GSI), as well as with lower empathic perspective-taking abilities. Psychopathology and empathy impairments correlated with the level of childhood maltreatment. No difference in FKBP5 methylation was observed between the clinical and the non-clinical group. Methylation of NR3C1 was lower in BPD patients compared to controls, yet with small differences. The results are discussed regarding their biological relevance, including possible evolutionary explanations. In short, the regulation of the GR sensitivity by methylation of FKBP5 correlated with psychopathology and empathy scores, while no correlation emerged with the severity of childhood adversity.
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Affiliation(s)
- Vera Flasbeck
- Division of Social Neuropsychiatry and Evolutionary Medicine, LWL University Hospital Department of Psychiatry, Psychotherapy and Preventive Medicine, Ruhr-University Bochum, Bochum, Germany
| | - Martin Brüne
- Division of Social Neuropsychiatry and Evolutionary Medicine, LWL University Hospital Department of Psychiatry, Psychotherapy and Preventive Medicine, Ruhr-University Bochum, Bochum, Germany
- * E-mail:
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