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Gore S, Meche B, Shao D, Ginnett B, Zhou K, Azad RK. DiseaseNet: a transfer learning approach to noncommunicable disease classification. BMC Bioinformatics 2024; 25:107. [PMID: 38468193 PMCID: PMC10926612 DOI: 10.1186/s12859-024-05734-5] [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: 11/18/2023] [Accepted: 03/06/2024] [Indexed: 03/13/2024] Open
Abstract
As noncommunicable diseases (NCDs) pose a significant global health burden, identifying effective diagnostic and predictive markers for these diseases is of paramount importance. Epigenetic modifications, such as DNA methylation, have emerged as potential indicators for NCDs. These have previously been exploited in other contexts within the framework of neural network models that capture complex relationships within the data. Applications of neural networks have led to significant breakthroughs in various biological or biomedical fields but these have not yet been effectively applied to NCD modeling. This is, in part, due to limited datasets that are not amenable to building of robust neural network models. In this work, we leveraged a neural network trained on one class of NCDs, cancer, as the basis for a transfer learning approach to non-cancer NCD modeling. Our results demonstrate promising performance of the model in predicting three NCDs, namely, arthritis, asthma, and schizophrenia, for the respective blood samples, with an overall accuracy (f-measure) of 94.5%. Furthermore, a concept based explanation method called Testing with Concept Activation Vectors (TCAV) was used to investigate the importance of the sample sources and understand how future training datasets for multiple NCD models may be improved. Our findings highlight the effectiveness of transfer learning in developing accurate diagnostic and predictive models for NCDs.
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Affiliation(s)
- Steven Gore
- Department of Biological Sciences and BioDiscovery Institute, University of North Texas, Denton, TX, USA
| | - Bailey Meche
- Department of Mathematics, University of Louisiana at Lafayette, Lafayette, LA, USA
| | - Danyang Shao
- Department of Biological Sciences and BioDiscovery Institute, University of North Texas, Denton, TX, USA
| | - Benjamin Ginnett
- Department of Engineering, Eastern Arizona College, Thatcher, AZ, USA
| | - Kelly Zhou
- Department of Computer Science and Engineering, University of North Texas, Denton, TX, USA
| | - Rajeev K Azad
- Department of Biological Sciences and BioDiscovery Institute, University of North Texas, Denton, TX, USA.
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Sugawara H, Date A, Fuke S, Nakachi Y, Kato T, Narita M, Bundo M, Iwamoto K. Quantification of cytosine modifications in the aged mouse brain. Neuropsychopharmacol Rep 2024; 44:250-255. [PMID: 38058257 PMCID: PMC10932792 DOI: 10.1002/npr2.12396] [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: 08/24/2023] [Revised: 10/18/2023] [Accepted: 10/25/2023] [Indexed: 12/08/2023] Open
Abstract
Quantifying cytosine modifications in various brain regions provides important insights into the gene expression regulation and pathophysiology of neuropsychiatric disorders. In this study, we quantified 5-methylcytosine (5-mC), 5-hydroxymethylation (5-hmC), and 5-formylcytosine (5-fC) levels in five brain regions (the frontal lobe, cerebral cortical region without frontal lobe, hippocampus, basal ganglia, and the cerebellum) and the heart at three developmental periods (12, 48, and 101 weeks). We observed significant regional variations in cytosine modification. Notably, regional variations were generally maintained throughout development, suggesting that epigenetic regulation is unique to each brain region and remains relatively stable with age. The 5-mC and 5-hmC levels were positively correlated, although the extent of the correlations seemed to differ in different brain regions. On the contrary, 5-fC levels did not correlate with 5-mC or 5-hmC levels. Additionally, we observed an age-dependent decrease in 5-fC levels in the basal ganglia, suggesting a unique epigenetic regulation mechanism. Further high-resolution studies using animal models of neuropsychiatric disorders as well as postmortem brain evaluation are warranted.
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Affiliation(s)
- Hiroko Sugawara
- Department of Psychiatry, Faculty of MedicineFukuoka UniversityFukuokaJapan
- Department of PsychiatryKansai Rosai HospitalAmagasakiJapan
- Department of Psychiatry, Graduate School of MedicineOsaka UniversityOsakaJapan
| | - Akitoshi Date
- Department of PharmacologyHoshi University School of Pharmacy and Pharmaceutical SciencesTokyoJapan
| | - Satoshi Fuke
- Lab for Molecular Dynamics of Mental DisordersRIKEN Center for Brain ScienceWakoJapan
- Research Unit/NeuroscienceSohyaku. Innovative Research Division, Mitsubishi Tanabe Pharma CorporationYokohamaJapan
| | - Yutaka Nakachi
- Department of Molecular Brain Science, Graduate School of Medical SciencesKumamoto UniversityKumamotoJapan
| | - Tadafumi Kato
- Lab for Molecular Dynamics of Mental DisordersRIKEN Center for Brain ScienceWakoJapan
- Department of Psychiatry and Behavior Science, Graduate School of MedicineJuntendo UniversityTokyoJapan
| | - Minoru Narita
- Department of PharmacologyHoshi University School of Pharmacy and Pharmaceutical SciencesTokyoJapan
| | - Miki Bundo
- Lab for Molecular Dynamics of Mental DisordersRIKEN Center for Brain ScienceWakoJapan
- Department of Molecular Brain Science, Graduate School of Medical SciencesKumamoto UniversityKumamotoJapan
| | - Kazuya Iwamoto
- Lab for Molecular Dynamics of Mental DisordersRIKEN Center for Brain ScienceWakoJapan
- Department of Molecular Brain Science, Graduate School of Medical SciencesKumamoto UniversityKumamotoJapan
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3
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Cheng Z, Peng Y, Wen J, Chen W, Pan W, Xu X, Lu X, Cai Q, Ge F, Fan Y, Wang J, Guan X. Sex-specific metabolic signatures in methamphetamine addicts. Addict Biol 2023; 28:e13255. [PMID: 36577725 DOI: 10.1111/adb.13255] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2022] [Revised: 10/18/2022] [Accepted: 11/04/2022] [Indexed: 11/25/2022]
Abstract
Methamphetamine (METH) is a commonly abused addictive psychostimulant, and METH-induced neurotoxic and behavioural deficits are in a sex-specific manner. However, there is lack of biomarkers to evaluate METH addiction in clinical practice, especially for gender differences. We utilized ultra-high-performance liquid chromatography-tandem mass spectrometry (UHPLC-MS/MS) to detect the serum metabolomics in METH addicts and controls, specially exploring the sex-specific metabolic alterations by METH abuse. We found that many differently expressed metabolites in METH addicts related to metabolisms of amino acid, energy, vitamin and neurological disorders. Further, METH abuse caused different patterns of metabolomics in a sex-specific manner. As to amino acid metabolism, L-phenylalanine, L-tryptophan and L-histidine in serum of male addicts and betaine in serum of female addicts were significantly changed by METH use. In addition, it seemed that purine and pyrimidine-related metabolites (e.g., xanthosine and adenosine 5'-monophosphate) in male and the metabolites of hormone (e.g., cortisol) and folate biosynthesis (e.g., 7,8-dihydrobiopterin and 4-hydroxybenzoic acid) in female were more sensitive to METH addiction. Our findings revealed that L-glutamic acid, L-aspartic acid, alpha-ketoglutarate acid and citric acid may be potential biomarkers for monitoring METH addiction in clinic. Considering sex-specific toxicity by METH, the metabolites of purine and pyrimidine metabolism in male and those of stress-related hormones in female may be used to facilitate the accurate diagnosis and treatment for METH addicts of different genders.
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Affiliation(s)
- Zhen Cheng
- Department of Human Anatomy and Histoembryology, Nanjing University of Chinese Medicine, Nanjing, China
| | - Yaqin Peng
- Department of Human Anatomy and Histoembryology, Nanjing University of Chinese Medicine, Nanjing, China
| | - Jun Wen
- Department of Human Anatomy and Histoembryology, Nanjing University of Chinese Medicine, Nanjing, China
| | - Wenwen Chen
- Department of Human Anatomy and Histoembryology, Nanjing University of Chinese Medicine, Nanjing, China
| | - Weichao Pan
- Department of Human Anatomy and Histoembryology, Nanjing University of Chinese Medicine, Nanjing, China
| | - Xing Xu
- Department of Human Anatomy and Histoembryology, Nanjing University of Chinese Medicine, Nanjing, China
| | - Xue Lu
- Department of Human Anatomy and Histoembryology, Nanjing University of Chinese Medicine, Nanjing, China
| | - Qinglong Cai
- Department of Human Anatomy and Histoembryology, Nanjing University of Chinese Medicine, Nanjing, China
| | - Feifei Ge
- Department of Human Anatomy and Histoembryology, Nanjing University of Chinese Medicine, Nanjing, China
| | - Yu Fan
- Department of Human Anatomy and Histoembryology, Nanjing University of Chinese Medicine, Nanjing, China
| | - Jun Wang
- Department of Toxicology, School of Public Health, Nanjing Medical University, Nanjing, China
| | - Xiaowei Guan
- Department of Human Anatomy and Histoembryology, Nanjing University of Chinese Medicine, Nanjing, China
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Kirihara K, Fujioka M, Suga M, Kondo S, Ichihashi K, Koshiyama D, Morita K, Ikegame T, Tada M, Araki T, Jinde S, Taniguchi K, Hosokawa T, Sugishita K, Dogan S, Marumo K, Itokawa M, Kasai K. Betaine supplementation improves positive symptoms in schizophrenia. Schizophr Res 2022; 250:120-122. [PMID: 36401992 DOI: 10.1016/j.schres.2022.11.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/20/2022] [Revised: 10/03/2022] [Accepted: 11/06/2022] [Indexed: 11/17/2022]
Affiliation(s)
- Kenji Kirihara
- Department of Neuropsychiatry, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan; Disability Services Office, The University of Tokyo, Tokyo, Japan.
| | - Mao Fujioka
- Department of Neuropsychiatry, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Motomu Suga
- Department of Clinical Psychology, Teikyo Heisei University, Tokyo, Japan
| | - Shinsuke Kondo
- Department of Neuropsychiatry, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Kayo Ichihashi
- Department of Neuropsychiatry, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Daisuke Koshiyama
- Department of Neuropsychiatry, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Kentaro Morita
- Department of Neuropsychiatry, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan; Department of Rehabilitation, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Tempei Ikegame
- Department of Neuropsychiatry, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Mariko Tada
- Department of Neuropsychiatry, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan; Office for Mental Health Support, Center for Research on Counseling and Support Services, The University of Tokyo, Tokyo, Japan
| | - Tsuyoshi Araki
- Department of Neuropsychiatry, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan; Department of Psychiatry, Teikyo University Hospital, Mizonokuchi, Kawasaki, Japan
| | - Seiichiro Jinde
- Department of Neuropsychiatry, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Kazuki Taniguchi
- UTokyo Clinical and Research Innovation Network for Psychiatry, Tokyo, Japan; Higashiomiya Mental Clinic, Saitama, Japan
| | - Taiga Hosokawa
- UTokyo Clinical and Research Innovation Network for Psychiatry, Tokyo, Japan; Stress Care Tokyo Ueno Ekimae Clinic, Tokyo, Japan
| | - Kazuyuki Sugishita
- UTokyo Clinical and Research Innovation Network for Psychiatry, Tokyo, Japan; Oji Mental Clinic, Tokyo, Japan
| | - Shinjiro Dogan
- UTokyo Clinical and Research Innovation Network for Psychiatry, Tokyo, Japan; Toyocho Mental Clinic, Tokyo, Japan
| | - Kohei Marumo
- UTokyo Clinical and Research Innovation Network for Psychiatry, Tokyo, Japan; Hongo Todaimae Mental Clinic, Tokyo, Japan
| | - Masanari Itokawa
- Project for Schizophrenia Research, Tokyo Metropolitan Institute of Medical Science, Tokyo, Japan; Department of Psychiatry, Tokyo Metropolitan Matsuzawa Hospital, Tokyo, Japan
| | - Kiyoto Kasai
- Department of Neuropsychiatry, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan; University of Tokyo Institute for Diversity & Adaptation of Human Mind (UTIDAHM), Tokyo, Japan; University of Tokyo Center for Integrative Science of Human Behavior (CiSHuB), Tokyo, Japan; The International Research Center for Neurointelligence (WPI-IRCN), Institutes for Advanced Study (UTIAS), The University of Tokyo, Tokyo, Japan
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Kho SH, Yee JY, Puang SJ, Han L, Chiang C, Rapisarda A, Goh WWB, Lee J, Sng JCG. DNA methylation levels of RELN promoter region in ultra-high risk, first episode and chronic schizophrenia cohorts of schizophrenia. SCHIZOPHRENIA (HEIDELBERG, GERMANY) 2022; 8:81. [PMID: 36216926 PMCID: PMC9550813 DOI: 10.1038/s41537-022-00278-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/26/2022] [Accepted: 08/18/2022] [Indexed: 06/16/2023]
Abstract
The essential role of the Reelin gene (RELN) during brain development makes it a prominent candidate in human epigenetic studies of Schizophrenia. Previous literature has reported differing levels of DNA methylation (DNAm) in patients with psychosis. Therefore, this study aimed to (1) examine and compare RELN DNAm levels in subjects at different stages of psychosis cross-sectionally, (2) analyse the effect of antipsychotics (AP) on DNAm, and (3) evaluate the effectiveness and applicability of RELN promoter DNAm as a possible biological-based marker for symptom severity in psychosis.. The study cohort consisted of 56 healthy controls, 87 ultra-high risk (UHR) individuals, 26 first-episode (FE) psychosis individuals and 30 chronic schizophrenia (CS) individuals. The Positive and Negative Syndrome Scale (PANSS) was used to assess Schizophrenia severity. After pyrosequencing selected CpG sites of peripheral blood, the Average mean DNAm levels were compared amongst the 4 subgroups. Our results showed differing levels of DNAm, with UHR having the lowest (7.72 ± 0.19) while the CS had the highest levels (HC: 8.78 ± 0.35; FE: 7.75 ± 0.37; CS: 8.82 ± 0.48). Significantly higher Average mean DNAm levels were found in CS subjects on AP (9.12 ± 0.61) compared to UHR without medication (UHR(-)) (7.39 ± 0.18). A significant association was also observed between the Average mean DNAm of FE and PANSS Negative symptom factor (R2 = 0.237, ß = -0.401, *p = 0.033). In conclusion, our findings suggested different levels of DNAm for subjects at different stages of psychosis. Those subjects that took AP have different DNAm levels. There were significant associations between FE DNAm and Negative PANSS scores. With more future experiments and on larger cohorts, there may be potential use of DNAm of the RELN gene as one of the genes for the biological-based marker for symptom severity in psychosis.
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Affiliation(s)
- Sok-Hong Kho
- Department of Pharmacology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.
- Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Singapore.
| | - Jie Yin Yee
- Research Division, Institute of Mental Health, Singapore, Singapore
| | - Shu Juan Puang
- Department of Pharmacology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Luke Han
- Yong Loo Lin School of Medicine, National University of Singapore (NUS), Singapore, Singapore
| | - Christine Chiang
- Yong Loo Lin School of Medicine, National University of Singapore (NUS), Singapore, Singapore
| | - Attilio Rapisarda
- Research Division, Institute of Mental Health, Singapore, Singapore
- Neuroscience and Behavioural Disorders, Duke-NUS Medical School, Singapore, Singapore
| | - Wilson Wen Bin Goh
- School of Biological Sciences, Nanyang Technological University, Singapore, Singapore
| | - Jimmy Lee
- Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Singapore
- Research Division, Institute of Mental Health, Singapore, Singapore
- Department of Psychosis, Institute of Mental Health, Singapore, Singapore
| | - Judy Chia Ghee Sng
- Department of Pharmacology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.
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Jahangir M, Li L, Zhou JS, Lang B, Wang XP. L1 Retrotransposons: A Potential Endogenous Regulator for Schizophrenia. Front Genet 2022; 13:878508. [PMID: 35832186 PMCID: PMC9271560 DOI: 10.3389/fgene.2022.878508] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2022] [Accepted: 05/31/2022] [Indexed: 11/13/2022] Open
Abstract
The long interspersed nuclear elements 1 (LINE-1/L1s) are the only active autonomous retrotransposons found in humans which can integrate anywhere in the human genome. They can expand the genome and thus bring good or bad effects to the host cells which really depends on their integration site and associated polymorphism. LINE-1 retrotransposition has been found participating in various neurological disorders such as autism spectrum disorder, Alzheimer’s disease, major depression disorder, post-traumatic stress disorder and schizophrenia. Despite the recent progress, the roles and pathological mechanism of LINE-1 retrotransposition in schizophrenia and its heritable risks, particularly, contribution to “missing heritability” are yet to be determined. Therefore, this review focuses on the potentially etiological roles of L1s in the development of schizophrenia, possible therapeutic choices and unaddressed questions in order to shed lights on the future research.
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Affiliation(s)
| | | | | | - Bing Lang
- *Correspondence: Bing Lang, ; Xiao-Ping Wang,
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Global DNA methylation changes in adults with attention deficit-hyperactivity disorder and its comorbidity with bipolar disorder: links with polygenic scores. Mol Psychiatry 2022; 27:2485-2491. [PMID: 35256746 DOI: 10.1038/s41380-022-01493-y] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/09/2021] [Revised: 02/05/2022] [Accepted: 02/14/2022] [Indexed: 11/09/2022]
Abstract
Genetic and environmental factors contribute to the etiology of Attention Deficit-Hyperactivity Disorder (ADHD). In this sense, the study of epigenetic mechanisms could contribute to the understanding of the disorder's neurobiology. Global DNA methylation (GMe) evaluated through 5-methylcytosine levels could be a promising epigenetic biomarker to capture long-lasting biological effects in response to environmental and hormonal changes. We conducted the first assessment of GMe levels in subjects with ADHD (n = 394) and its main comorbidities in comparison to populational controls (n = 390). Furthermore, given the high genetic contribution to ADHD (heritability of 80%), polygenic risk scores (PRS) were calculated to verify the genetic contribution to GMe levels in ADHD and the comorbidities associated with GMe levels. The GMe levels observed in patients were lower than controls (P = 1.1e-8), with women being significantly less globally methylated than men (P = 0.002). Regarding comorbidities, the presence of bipolar disorder (BD) among patients with ADHD was associated with higher methylation levels compared to patients with ADHD without BD (P = 0.031). The results did not change when pharmacological treatment was accounted for in the analyses. The ADHD and BD most predictive PRSs were negatively (P = 0.0064) and positively (P = 0.0042) correlated with GMe, respectively. This study is the first to report an association between GMe, ADHD, and its comorbidity with BD and associations between PRSs for specific psychiatric disorders and GMe. Our findings add to previous evidence that GMe may be a relevant piece in the psychiatric disorders' etiological landscape.
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Lockwood L, Miller B, Youssef NA. Epigenetics and first-episode psychosis: A systematic review. Psychiatry Res 2022; 307:114325. [PMID: 34896847 DOI: 10.1016/j.psychres.2021.114325] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/11/2021] [Revised: 11/24/2021] [Accepted: 12/03/2021] [Indexed: 10/19/2022]
Abstract
BACKGROUND Schizophrenia has a large disease burden globally. Early intervention in psychosis, and therefore a decreased duration of untreated psychosis, has a positive clinical impact. There are several recognized risk factors for psychosis, including trauma history and substance use. This systematic review examined the literature for studies related to epigenetic changes in first-episode psychosis, with the goal of identifying future research directions. METHODS A literature review was conducted from inception to October 3, 2021 using MedLine/PubMed, Web of Science, and PsycInfo searches with the keywords ("first-episode schizophrenia" OR "first-episode psychosis" OR "drug-naive schizophrenia" OR "drug-naive psychosis") AND (epigenetic OR methylation OR hydroxymethylation OR "histone modification" OR "miRNA") as well as a search of the bibliography of the identified papers. RESULTS Seventeen studies that examined various portions of the genome were included in this systematic review. There were two studies that showed hypomethylation at the LINE-1 portion of the genome and two that showed hypermethylation at LINE-1. Additionally, two studies showed hypomethylation specifically at the GRIN2B promoter (part of LINE-1). CONCLUSIONS Although sample sizes were small, these studies provide evidence for epigenetic alterations in early psychosis. Further research in this area is warranted for more definitive epigenetic correlations.
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Affiliation(s)
| | - Brian Miller
- Department of Psychiatry and Health Behavior, Medical College of Georgia, Augusta, GA, USA
| | - Nagy A Youssef
- Department of Psychiatry and Health Behavior, Ohio State University, Columbus, OH, USA
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Surface area in the insula was associated with 28-month functional outcome in first-episode psychosis. NPJ SCHIZOPHRENIA 2021; 7:56. [PMID: 34845247 PMCID: PMC8630202 DOI: 10.1038/s41537-021-00186-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/29/2021] [Accepted: 11/03/2021] [Indexed: 11/28/2022]
Abstract
Many studies have tested the relationship between demographic, clinical, and psychobiological measurements and clinical outcomes in ultra-high risk for psychosis (UHR) and first-episode psychosis (FEP). However, no study has investigated the relationship between multi-modal measurements and long-term outcomes for >2 years. Thirty-eight individuals with UHR and 29 patients with FEP were measured using one or more modalities (cognitive battery, electrophysiological response, structural magnetic resonance imaging, and functional near-infrared spectroscopy). We explored the characteristics associated with 13- and 28-month clinical outcomes. In UHR, the cortical surface area in the left orbital part of the inferior frontal gyrus was negatively associated with 13-month disorganized symptoms. In FEP, the cortical surface area in the left insula was positively associated with 28-month global social function. The left inferior frontal gyrus and insula are well-known structural brain characteristics in schizophrenia, and future studies on the pathological mechanism of structural alteration would provide a clearer understanding of the disease.
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Saxena S, Choudhury S, Maroju PA, Anne A, Kumar L, Mohan KN. Dysregulation of schizophrenia-associated genes and genome-wide hypomethylation in neurons overexpressing DNMT1. Epigenomics 2021; 13:1539-1555. [PMID: 34647491 DOI: 10.2217/epi-2021-0133] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Aim: To study the effects of DNMT1 overexpression on transcript levels of genes dysregulated in schizophrenia and on genome-wide methylation patterns. Materials & methods: Transcriptome and DNA methylome comparisons were made between R1 (wild-type) and Dnmt1tet/tet mouse embryonic stem cells and neurons overexpressing DNMT1. Genes dysregulated in both Dnmt1tet/tet cells and schizophrenia patients were studied further. Results & conclusions: About 50% of dysregulated genes in patients also showed altered transcript levels in Tet/Tet neurons in a DNA methylation-independent manner. These neurons unexpectedly showed genome-wide hypomethylation, increased transcript levels of Tet1 and Apobec 1-3 genes and increased activity and copy number of LINE-1 elements. The observed similarities between Tet/Tet neurons and schizophrenia brain samples reinforce DNMT1 overexpression as a risk factor.
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Affiliation(s)
- Sonal Saxena
- Department of Biological Sciences, Birla Institute of Technology & Science, Pilani, Hyderabad, 500078, India
| | - Sumana Choudhury
- Department of Biological Sciences, Birla Institute of Technology & Science, Pilani, Hyderabad, 500078, India.,Centre for Human Disease Research, Birla Institute of Technology & Science, Pilani, Hyderabad, 500078, India
| | - Pranay Amruth Maroju
- Department of Biological Sciences, Birla Institute of Technology & Science, Pilani, Hyderabad, 500078, India
| | - Anuhya Anne
- Department of Biological Sciences, Birla Institute of Technology & Science, Pilani, Hyderabad, 500078, India.,Centre for Human Disease Research, Birla Institute of Technology & Science, Pilani, Hyderabad, 500078, India
| | - Lov Kumar
- Computer Science & Information Systems, Birla Institute of Technology & Science, Pilani, Hyderabad, 500078, India
| | - Kommu Naga Mohan
- Department of Biological Sciences, Birla Institute of Technology & Science, Pilani, Hyderabad, 500078, India.,Centre for Human Disease Research, Birla Institute of Technology & Science, Pilani, Hyderabad, 500078, India
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Arumugam MK, Paal MC, Donohue TM, Ganesan M, Osna NA, Kharbanda KK. Beneficial Effects of Betaine: A Comprehensive Review. BIOLOGY 2021; 10:biology10060456. [PMID: 34067313 PMCID: PMC8224793 DOI: 10.3390/biology10060456] [Citation(s) in RCA: 59] [Impact Index Per Article: 19.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/31/2021] [Revised: 05/06/2021] [Accepted: 05/19/2021] [Indexed: 02/05/2023]
Abstract
Medicinal herbs and many food ingredients possess favorable biological properties that contribute to their therapeutic activities. One such natural product is betaine, a stable, nontoxic natural substance that is present in animals, plants, and microorganisms. Betaine is also endogenously synthesized through the metabolism of choline or exogenously consumed through dietary intake. Betaine mainly functions as (i) an osmolyte and (ii) a methyl-group donor. This review describes the major physiological effects of betaine in whole-body health and its ability to protect against both liver- as well as non-liver-related diseases and conditions. Betaine's role in preventing/attenuating both alcohol-induced and metabolic-associated liver diseases has been well studied and is extensively reviewed here. Several studies show that betaine protects against the development of alcohol-induced hepatic steatosis, apoptosis, and accumulation of damaged proteins. Additionally, it can significantly prevent/attenuate progressive liver injury by preserving gut integrity and adipose function. The protective effects are primarily associated with the regulation of methionine metabolism through removing homocysteine and maintaining cellular SAM:SAH ratios. Similarly, betaine prevents metabolic-associated fatty liver disease and its progression. In addition, betaine has a neuroprotective role, preserves myocardial function, and prevents pancreatic steatosis. Betaine also attenuates oxidant stress, endoplasmic reticulum stress, inflammation, and cancer development. To conclude, betaine exerts significant therapeutic and biological effects that are potentially beneficial for alleviating a diverse number of human diseases and conditions.
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Affiliation(s)
- Madan Kumar Arumugam
- Research Service, Veterans Affairs Nebraska-Western Iowa Health Care System, Omaha, NE 68105, USA; (MK.A.); (M.C.P.); (T.M.D.J.); (M.G.); (N.A.O.)
- Department of Internal Medicine, University of Nebraska Medical Center, Omaha, NE 68198, USA
| | - Matthew C. Paal
- Research Service, Veterans Affairs Nebraska-Western Iowa Health Care System, Omaha, NE 68105, USA; (MK.A.); (M.C.P.); (T.M.D.J.); (M.G.); (N.A.O.)
- Department of Internal Medicine, University of Nebraska Medical Center, Omaha, NE 68198, USA
| | - Terrence M. Donohue
- Research Service, Veterans Affairs Nebraska-Western Iowa Health Care System, Omaha, NE 68105, USA; (MK.A.); (M.C.P.); (T.M.D.J.); (M.G.); (N.A.O.)
- Department of Internal Medicine, University of Nebraska Medical Center, Omaha, NE 68198, USA
- Department of Biochemistry & Molecular Biology, University of Nebraska Medical Center, Omaha, NE 68198, USA
| | - Murali Ganesan
- Research Service, Veterans Affairs Nebraska-Western Iowa Health Care System, Omaha, NE 68105, USA; (MK.A.); (M.C.P.); (T.M.D.J.); (M.G.); (N.A.O.)
- Department of Internal Medicine, University of Nebraska Medical Center, Omaha, NE 68198, USA
| | - Natalia A. Osna
- Research Service, Veterans Affairs Nebraska-Western Iowa Health Care System, Omaha, NE 68105, USA; (MK.A.); (M.C.P.); (T.M.D.J.); (M.G.); (N.A.O.)
- Department of Internal Medicine, University of Nebraska Medical Center, Omaha, NE 68198, USA
| | - Kusum K. Kharbanda
- Research Service, Veterans Affairs Nebraska-Western Iowa Health Care System, Omaha, NE 68105, USA; (MK.A.); (M.C.P.); (T.M.D.J.); (M.G.); (N.A.O.)
- Department of Internal Medicine, University of Nebraska Medical Center, Omaha, NE 68198, USA
- Department of Biochemistry & Molecular Biology, University of Nebraska Medical Center, Omaha, NE 68198, USA
- Correspondence: ; Tel.: +1-402-995-3752; Fax: +1-402-995-4600
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12
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Loureiro CM, Fachim HA, Corsi-Zuelli F, Shuhama R, Menezes PR, Dalton CF, Del-Ben CM, Reynolds GP, Louzada-Junior P. The relationship of childhood trauma and DNA methylation of NMDA receptor genes in first-episode schizophrenia. Epigenomics 2021; 13:927-937. [PMID: 33942662 DOI: 10.2217/epi-2020-0451] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Aim: We investigated GRIN1, GRIN2A, GRIN2B and LINE-1 DNA methylation in first-episode schizophrenia patients, their nonaffected siblings and age- and sex-matched controls testing for associations between DNA methylation and exposition to childhood trauma. Materials & methods: The Childhood Trauma Questionnaire evaluated the history of childhood trauma. Genomic DNA was bisulfite converted and pyrosequencing was employed to quantify DNA methylation. Results: GRIN2A, GRIN2B and LINE-1 DNA methylation was not associated with childhood trauma in patients, siblings and controls. Siblings with childhood trauma had hypermethylation at CpG1 of GRIN1 compared with siblings without trauma. Conclusion: Childhood trauma may influence GRIN1 methylation in subjects with liability to psychosis, but not in frank schizophrenia or controls.
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Affiliation(s)
- Camila M Loureiro
- Department of Internal Medicine, Division of Clinical Immunology, Ribeirão Preto Medical School, University of São Paulo, 14049 9002, Brazil.,Biomolecular Sciences Research Centre, Sheffield Hallam University, Sheffield, S1 1WB3, UK.,Center for Research in Inflammatory Diseases, Ribeirão Preto Medical School, University of São Paulo, 14049 9004, Brazil.,Population Mental Health Center - NAP-SaMP, University of São Paulo, 01246 9035, Brazil
| | - Helene A Fachim
- Department of Endocrinology & Metabolism, Salford Royal Foundation Trust, Salford, M6 8HD6, UK
| | - Fabiana Corsi-Zuelli
- Center for Research in Inflammatory Diseases, Ribeirão Preto Medical School, University of São Paulo, 14049 9004, Brazil.,Department of Neurosciences & Behaviour, Ribeirão Preto Medical School, University of São Paulo, 14049 9007, Brazil
| | - Rosana Shuhama
- Population Mental Health Center - NAP-SaMP, University of São Paulo, 01246 9035, Brazil.,Department of Neurosciences & Behaviour, Ribeirão Preto Medical School, University of São Paulo, 14049 9007, Brazil
| | - Paulo R Menezes
- Population Mental Health Center - NAP-SaMP, University of São Paulo, 01246 9035, Brazil.,Department of Preventive Medicine, Faculty of Medicine, University of São Paulo, 01246 9035, Brazil
| | - Caroline F Dalton
- Biomolecular Sciences Research Centre, Sheffield Hallam University, Sheffield, S1 1WB3, UK
| | - Cristina M Del-Ben
- Population Mental Health Center - NAP-SaMP, University of São Paulo, 01246 9035, Brazil.,Department of Neurosciences & Behaviour, Ribeirão Preto Medical School, University of São Paulo, 14049 9007, Brazil
| | - Gavin P Reynolds
- Biomolecular Sciences Research Centre, Sheffield Hallam University, Sheffield, S1 1WB3, UK
| | - Paulo Louzada-Junior
- Department of Internal Medicine, Division of Clinical Immunology, Ribeirão Preto Medical School, University of São Paulo, 14049 9002, Brazil.,Center for Research in Inflammatory Diseases, Ribeirão Preto Medical School, University of São Paulo, 14049 9004, Brazil
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13
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Reszka E, Jabłońska E, Lesicka M, Wieczorek E, Kapelski P, Szczepankiewicz A, Pawlak J, Dmitrzak-Węglarz M. An altered global DNA methylation status in women with depression. J Psychiatr Res 2021; 137:283-289. [PMID: 33730603 DOI: 10.1016/j.jpsychires.2021.03.003] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/17/2020] [Revised: 02/10/2021] [Accepted: 03/02/2021] [Indexed: 12/23/2022]
Abstract
Sparse studies have shown that specific biomarkers of a global DNA methylation status may be related to various mental diseases and states, including: bipolar disorder (BD), anxiety and major depression disorder (MDD). The objective of this study was to analyze potential variation of the above mentioned global methylation status in women with depression. 38 women with a current and clinically confirmed depressive episode suffering from BD type I, type II or MDD and 71 women from the general population and at similar age were recruited for the study. Alu and LINE-1 methylation was assayed with the quantitative methylation-specific PCR technique with TaqMan probes, while the 5-mC and 5-hmC level was determined using the ELISA-based method. Significantly higher levels of 5-mC, Alu and LINE-1 methylation were observed in the women with depression as compared to the controls; while the 5-hmC level revealed to be significantly lower. The BD type I patients presented the highest level of 5-mC of all the women with a depressive episode. 5-mC level in the patients was positively and significantly correlated with the severity of the symptoms of depression. Relationships between Alu or LINE-1 methylation and 5-mC level were statistically significant only in the case of the control women. Alu and LINE-1 methylation do not constitute suitable biomarkers of global DNA methylation in the investigated patients. These findings require confirmation in case-control and prospective epidemiological studies.
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Affiliation(s)
- Edyta Reszka
- Department of Translational Research, Nofer Institute of Occupational Medicine, Lodz, Poland.
| | - Ewa Jabłońska
- Department of Translational Research, Nofer Institute of Occupational Medicine, Lodz, Poland
| | - Monika Lesicka
- Department of Translational Research, Nofer Institute of Occupational Medicine, Lodz, Poland
| | - Edyta Wieczorek
- Department of Translational Research, Nofer Institute of Occupational Medicine, Lodz, Poland
| | - Paweł Kapelski
- Department of Psychiatric Genetics, Department of Psychiatry, University of Medical Sciences, Poznan, Poland
| | - Aleksandra Szczepankiewicz
- Department of Psychiatric Genetics, Department of Psychiatry, University of Medical Sciences, Poznan, Poland
| | - Joanna Pawlak
- Department of Psychiatric Genetics, Department of Psychiatry, University of Medical Sciences, Poznan, Poland
| | - Monika Dmitrzak-Węglarz
- Department of Psychiatric Genetics, Department of Psychiatry, University of Medical Sciences, Poznan, Poland
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14
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Epigenomic Dysregulation in Schizophrenia: In Search of Disease Etiology and Biomarkers. Cells 2020; 9:cells9081837. [PMID: 32764320 PMCID: PMC7463953 DOI: 10.3390/cells9081837] [Citation(s) in RCA: 47] [Impact Index Per Article: 11.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2020] [Revised: 07/27/2020] [Accepted: 07/31/2020] [Indexed: 12/13/2022] Open
Abstract
Schizophrenia is a severe psychiatric disorder with a complex array of signs and symptoms that causes very significant disability in young people. While schizophrenia has a strong genetic component, with heritability around 80%, there is also a very significant range of environmental exposures and stressors that have been implicated in disease development and neuropathology, such as maternal immune infection, obstetric complications, childhood trauma and cannabis exposure. It is postulated that epigenetic factors, as well as regulatory non-coding RNAs, mediate the effects of these environmental stressors. In this review, we explore the most well-known epigenetic marks, including DNA methylation and histone modification, along with emerging RNA mediators of epigenomic state, including miRNAs and lncRNAs, and discuss their collective potential for involvement in the pathophysiology of schizophrenia implicated through the postmortem analysis of brain tissue. Given that peripheral tissues, such as blood, saliva, and olfactory epithelium have the same genetic composition and are exposed to many of the same environmental exposures, we also examine some studies supporting the application of peripheral tissues for epigenomic biomarker discovery in schizophrenia. Finally, we provide some perspective on how these biomarkers may be utilized to capture a signature of past events that informs future treatment.
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15
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Marques DF, Ota VK, Santoro ML, Talarico F, Costa GO, Spindola LM, Cogo-Moreira H, Carvalho CM, Xavier G, Cavalcante DA, Gadelha A, Noto C, Cordeiro Q, Bressan RA, Moretti PN, Belangero SI. LINE-1 hypomethylation is associated with poor risperidone response in a first episode of psychosis cohort. Epigenomics 2020; 12:1041-1051. [DOI: 10.2217/epi-2019-0350] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022] Open
Abstract
Aim: We investigated the DNA methylation profile over LINE-1 in antipsychotic-naive, first-episode psychosis-patients (n = 69) before and after 2 months of risperidone treatment and in healthy controls (n = 62). Materials & methods: Patients were evaluated using standardized scales and classified as responders and nonresponders. DNA from blood was bisulfite converted and LINE-1 fragments were amplified and pyrosequencing was performed. Results: Lower LINE-1 methylation was observed in antipsychotic-naive first-episode psychosis patients than in healthy controls. Lower DNA methylation levels before treatment were associated with poor risperidone responses. A positive correlation was observed between LINE-1 methylation levels and positive symptoms response. Conclusion: Our study brings new insight regarding how epigenomic studies and clinical correlation studies can supplement psychosis treatment.
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Affiliation(s)
- Diogo Ferri Marques
- Department of Psychiatry, Universidade Federal de São Paulo (UNIFESP), São Paulo, Brazil
- Laboratory of Integrative Neuroscience (LiNC), Universidade Federal de São Paulo (UNIFESP), São Paulo, Brazil
- Genetics Division, Department of Morphology and Genetics, Universidade Federal de São Paulo (UNIFESP), São Paulo, Brazil
| | - Vanessa Kiyomi Ota
- Laboratory of Integrative Neuroscience (LiNC), Universidade Federal de São Paulo (UNIFESP), São Paulo, Brazil
- Genetics Division, Department of Morphology and Genetics, Universidade Federal de São Paulo (UNIFESP), São Paulo, Brazil
| | - Marcos Leite Santoro
- Department of Psychiatry, Universidade Federal de São Paulo (UNIFESP), São Paulo, Brazil
- Laboratory of Integrative Neuroscience (LiNC), Universidade Federal de São Paulo (UNIFESP), São Paulo, Brazil
- Genetics Division, Department of Morphology and Genetics, Universidade Federal de São Paulo (UNIFESP), São Paulo, Brazil
| | - Fernanda Talarico
- Laboratory of Integrative Neuroscience (LiNC), Universidade Federal de São Paulo (UNIFESP), São Paulo, Brazil
- Genetics Division, Department of Morphology and Genetics, Universidade Federal de São Paulo (UNIFESP), São Paulo, Brazil
| | - Giovany Oliveira Costa
- Laboratory of Integrative Neuroscience (LiNC), Universidade Federal de São Paulo (UNIFESP), São Paulo, Brazil
- Genetics Division, Department of Morphology and Genetics, Universidade Federal de São Paulo (UNIFESP), São Paulo, Brazil
| | - Leticia Maria Spindola
- Department of Psychiatry, Universidade Federal de São Paulo (UNIFESP), São Paulo, Brazil
- Laboratory of Integrative Neuroscience (LiNC), Universidade Federal de São Paulo (UNIFESP), São Paulo, Brazil
| | - Hugo Cogo-Moreira
- Laboratory of Integrative Neuroscience (LiNC), Universidade Federal de São Paulo (UNIFESP), São Paulo, Brazil
| | - Carolina Muniz Carvalho
- Department of Psychiatry, Universidade Federal de São Paulo (UNIFESP), São Paulo, Brazil
- Laboratory of Integrative Neuroscience (LiNC), Universidade Federal de São Paulo (UNIFESP), São Paulo, Brazil
- Genetics Division, Department of Morphology and Genetics, Universidade Federal de São Paulo (UNIFESP), São Paulo, Brazil
| | - Gabriela Xavier
- Laboratory of Integrative Neuroscience (LiNC), Universidade Federal de São Paulo (UNIFESP), São Paulo, Brazil
- Genetics Division, Department of Morphology and Genetics, Universidade Federal de São Paulo (UNIFESP), São Paulo, Brazil
| | - Daniel Azevedo Cavalcante
- Department of Psychiatry, Universidade Federal de São Paulo (UNIFESP), São Paulo, Brazil
- Laboratory of Integrative Neuroscience (LiNC), Universidade Federal de São Paulo (UNIFESP), São Paulo, Brazil
| | - Ary Gadelha
- Department of Psychiatry, Universidade Federal de São Paulo (UNIFESP), São Paulo, Brazil
- Laboratory of Integrative Neuroscience (LiNC), Universidade Federal de São Paulo (UNIFESP), São Paulo, Brazil
| | - Cristiano Noto
- Department of Psychiatry, Universidade Federal de São Paulo (UNIFESP), São Paulo, Brazil
- Laboratory of Integrative Neuroscience (LiNC), Universidade Federal de São Paulo (UNIFESP), São Paulo, Brazil
| | - Quirino Cordeiro
- Department of Psychiatry, Universidade Federal de São Paulo (UNIFESP), São Paulo, Brazil
- Department of Psychiatry, Faculdade de Ciências Médicas da Santa Casa de São Paulo, São Paulo, Brazil
| | - Rodrigo Affonseca Bressan
- Department of Psychiatry, Universidade Federal de São Paulo (UNIFESP), São Paulo, Brazil
- Laboratory of Integrative Neuroscience (LiNC), Universidade Federal de São Paulo (UNIFESP), São Paulo, Brazil
| | - Patricia Natalia Moretti
- Programa de Pós-graduação em Ciências Médicas, Faculdade de Medicina, Universidade de Brasília, Brasília, Brazil
| | - Sintia Iole Belangero
- Department of Psychiatry, Universidade Federal de São Paulo (UNIFESP), São Paulo, Brazil
- Laboratory of Integrative Neuroscience (LiNC), Universidade Federal de São Paulo (UNIFESP), São Paulo, Brazil
- Genetics Division, Department of Morphology and Genetics, Universidade Federal de São Paulo (UNIFESP), São Paulo, Brazil
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