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Chen X, Qing L, Zou T, Wang J, Yin W, Wang Z, Cheng T, Lu Y, Hu L, Liu L, Nie S. An analysis of POMC gene methylation and expression in patients with schizophrenia. Int J Dev Neurosci 2024; 84:208-216. [PMID: 38343101 DOI: 10.1002/jdn.10319] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2023] [Revised: 12/25/2023] [Accepted: 01/18/2024] [Indexed: 05/04/2024] Open
Abstract
Schizophrenia is a chronic mental disorder that affects millions of people and is believed to be caused by both environmental and genetic factors. Despite extensive research, the exact mechanisms underlying schizophrenia are still unclear. Studies have shown that numerous psychiatric disorders are associated with methylation of the POMC gene, which encodes adrenocorticotropic hormone, a critical player in the hypothalamic-pituitary-adrenal axis. However, the association between DNA methylation in POMC patients and schizophrenia remains unclear. In this study, we evaluated three fragments of the POMC promoter region, including 51 CpG sites, in the peripheral blood of schizophrenia patients and healthy controls. The POMC protein level was measured via enzyme-linked immunosorbent assay (ELISA). The schizophrenia group exhibited significantly greater levels of methylation of the POMC gene than those in the control group. The methylation level of the POMC-2 fragment was significantly greater in the patient group than in the control group. There were 17 significantly hypermethylated CpG sites in the patient group. After stratification by sex, POMC methylation levels were found to be significantly greater in male schizophrenia patients than in healthy controls; the methylation levels of POMC-2 fragments were greater in the male patient group; nine CpG sites were significantly hypermethylated in the male patient group; and only one CpG site was significantly hypermethylated in the female patient group. The POMC protein level in patients was significantly lower than that in healthy controls. These findings demonstrate that the DNA methylation of POMC might be associated with the pathophysiology of schizophrenia. Overall, studying the correlation between POMC methylation and schizophrenia may contribute to the diagnosis and evaluation of neuropsychiatric disorders.
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Affiliation(s)
- Xuanyu Chen
- School of Forensic Medicine, Kunming Medical University, Kunming, Yunnan, China
- NHC Key Laboratory of Drug Addiction Medicine, Kunming Medical University, Kunming, Yunnan, China
| | - Lili Qing
- School of Forensic Medicine, Kunming Medical University, Kunming, Yunnan, China
- NHC Key Laboratory of Drug Addiction Medicine, Kunming Medical University, Kunming, Yunnan, China
| | - Tiantian Zou
- School of Forensic Medicine, Kunming Medical University, Kunming, Yunnan, China
- NHC Key Laboratory of Drug Addiction Medicine, Kunming Medical University, Kunming, Yunnan, China
| | - Jia Wang
- School of Forensic Medicine, Kunming Medical University, Kunming, Yunnan, China
- NHC Key Laboratory of Drug Addiction Medicine, Kunming Medical University, Kunming, Yunnan, China
- Kunming Yan'an Hospital, Kunming, Yunnan, China
| | - Wensa Yin
- Dept. of Medical, Mental Hospital of Yunnan Province, Mental Health Center Affiliated to Kunming Medical University, Kunming, Yunnan, China
| | - Zhiyong Wang
- School of Forensic Medicine, Kunming Medical University, Kunming, Yunnan, China
- NHC Key Laboratory of Drug Addiction Medicine, Kunming Medical University, Kunming, Yunnan, China
| | - Tiantian Cheng
- School of Forensic Medicine, Kunming Medical University, Kunming, Yunnan, China
- NHC Key Laboratory of Drug Addiction Medicine, Kunming Medical University, Kunming, Yunnan, China
| | - Yumei Lu
- School of Forensic Medicine, Kunming Medical University, Kunming, Yunnan, China
- NHC Key Laboratory of Drug Addiction Medicine, Kunming Medical University, Kunming, Yunnan, China
| | - Liping Hu
- School of Forensic Medicine, Kunming Medical University, Kunming, Yunnan, China
- NHC Key Laboratory of Drug Addiction Medicine, Kunming Medical University, Kunming, Yunnan, China
| | - Linlin Liu
- School of Forensic Medicine, Kunming Medical University, Kunming, Yunnan, China
- NHC Key Laboratory of Drug Addiction Medicine, Kunming Medical University, Kunming, Yunnan, China
| | - Shengjie Nie
- School of Forensic Medicine, Kunming Medical University, Kunming, Yunnan, China
- NHC Key Laboratory of Drug Addiction Medicine, Kunming Medical University, Kunming, Yunnan, China
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Cheng Z, Weng H, Zhang J, Yi Q. The Relationship Between Lipoprotein-Associated Phospholipase-A2 and Coronary Artery Aneurysm in Children With Kawasaki Disease. Front Pediatr 2022; 10:854079. [PMID: 35433542 PMCID: PMC9008257 DOI: 10.3389/fped.2022.854079] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/13/2022] [Accepted: 03/07/2022] [Indexed: 11/24/2022] Open
Abstract
BACKGROUND Coronary artery lesions including aneurysm, as the most severe complications of Kawasaki disease (KD), remain of great concern. Lipoprotein-associated phospholipase A2 (Lp-PLA2) is implicated in the regulation of inflammatory response and lipid metabolism. Since excessive inflammatory response and aberrant lipid metabolism have involved in the development of KD, we in this study sought to investigate the relationship between coronary artery aneurysm (CAA) and Lp-PLA2 and other blood parameters in children with KD. METHODS The participants included 71 KD patients, 63 healthy controls (HCs) and 51 febrile controls (FCs). KD patients were divided into KD-CAA (KD with CAA) group and KD-NCAA (KD without CAA) group. Serum Lp-PLA2 levels were measured using enzyme-linked immunosorbent assays. Other routine clinical parameters were also detected. RESULTS Serum Lp-PLA2 levels in KD group [4.83 μg/mL (3.95-6.77)] were significantly higher than those in HC [1.29 μg/mL (0.95-2.05)] and FC [1.74 μg/mL (1.18-2.74)] groups. KD-CAA group [5.56 μg/mL (4.55-22.01)] presented substantially higher serum Lp-PLA2 levels as compared with KD-NCAA group [4.64 μg/mL (2.60-5.55)]. In KD group, serum Lp-PLA2 level was positively related with erythrocyte sedimentation rate, the levels of leukocytes, platelets, albumin, creatine kinase-MB, and D-dimer, and the Z-scores of left main CA, right CA, left anterior descending CA, and left circumflex CA; and negatively related with mean corpuscular hemoglobin concentration and mean platelet volume. Moreover, receiver operating characteristic curves showed that Lp-PLA2 exhibited superior and moderate diagnostic performance for distinguishing KD patients from HC and FC ones, respectively, and possessed the potential ability to predict the occurrence of CAAs in KD. CONCLUSION Lp-PLA2 may be related to KD and the formation of CAAs, and thus may serve as a potential diagnostic biomarker for KD.
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Affiliation(s)
- Zhenli Cheng
- Department of Cardiovascular Medicine, National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, China International Science and Technology Cooperation Base of Child Development and Critical Disorders, Children's Hospital of Chongqing Medical University, Chongqing, China
| | - Haobo Weng
- Chongqing Key Laboratory of Pediatrics, Chongqing, China
| | - Jing Zhang
- Chongqing Key Laboratory of Pediatrics, Chongqing, China
| | - Qijian Yi
- Department of Cardiovascular Medicine, National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, China International Science and Technology Cooperation Base of Child Development and Critical Disorders, Children's Hospital of Chongqing Medical University, Chongqing, China
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Liu L, Hu Y, Lu Y, Hu L, Gao C, Nie S. Sex-dependent DNA hypermethylation of SLC6A4 in patients with schizophrenia. Neurosci Lett 2021; 769:136394. [PMID: 34910986 DOI: 10.1016/j.neulet.2021.136394] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2021] [Revised: 12/02/2021] [Accepted: 12/08/2021] [Indexed: 01/02/2023]
Abstract
Schizophrenia (SCZ) is a mental health condition with a complex pathogenic mechanism. One important hypothesis of SCZ pathology is serotonin (5-HT) impairment, and the 5-HT transporter, encoded by the SLC6A4 gene, plays a key role in regulating 5-HT levels. Some studies have confirmed that the CpG island upstream of exon 1 and the island shore region of SLC6A4 are hypermethylated in SCZ; however, to the best of our knowledge, there has been no study on the methylation level of CpG islands downstream of SLC6A4 exon 1. Methylation of CpG islands downstream of SLC6A4 exon 1 was measured in the peripheral blood of SCZ patients with positive symptoms using the MethylTarget method. Overall, the methylation level of SLC6A4 was significantly higher in women than in men. In intergroup comparisons, the level of SLC6A4 methylation was higher in the SCZ group than in the control group, especially within the male subgroup. Moreover, methylation levels of several CpG sites correlated significantly with SCZ. These results suggest that epigenetic alterations of SLC6A4 are related to SCZ pathophysiology. These findings improve the current understanding of the role of the 5-HT system in the pathological development of SCZ.
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Affiliation(s)
- Linlin Liu
- School of Forensic Medicine, Kunming Medical University, Kunming, Yunnan Province, PR China
| | - Yi Hu
- Mental Health Center of Yunnan Province, Kunming, Yunnan Province, PR China
| | - Yumei Lu
- School of Forensic Medicine, Kunming Medical University, Kunming, Yunnan Province, PR China
| | - Liping Hu
- School of Forensic Medicine, Kunming Medical University, Kunming, Yunnan Province, PR China.
| | - Changqing Gao
- Mental Health Center of Yunnan Province, Kunming, Yunnan Province, PR China.
| | - Shengjie Nie
- School of Forensic Medicine, Kunming Medical University, Kunming, Yunnan Province, PR China.
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Fei H, Xiang P, Luo W, Tan X, Gu C, Liu M, Chen M, Wang Q, Yang J. CTRP1 Attenuates Cerebral Ischemia/Reperfusion Injury via the PERK Signaling Pathway. Front Cell Dev Biol 2021; 9:700854. [PMID: 34422821 PMCID: PMC8371340 DOI: 10.3389/fcell.2021.700854] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2021] [Accepted: 07/01/2021] [Indexed: 12/11/2022] Open
Abstract
Cerebral ischemic stroke is one of the leading causes of death worldwide. Previous studies have shown that circulating levels of CTRP1 are upregulated in patients with acute ischemic stroke. However, the function of CTRP1 in neurons remains unclear. The purpose of this study was to explore the role of CTRP1 in cerebral ischemia reperfusion injury (CIRI) and to elucidate the underlying mechanism. Middle cerebral artery occlusion/reperfusion (MCAO/R) and oxygen-glucose deprivation/reoxygenation (OGD/R) models were used to simulate cerebral ischemic stroke in vivo and in vitro, respectively. CTRP1 overexpression lentivirus and CTRP1 siRNA were used to observe the effect of CTRP1 expression, and the PERK selective activator CCT020312 was used to activate the PERK signaling pathway. We found the decreased expression of CTRP1 in the cortex of MCAO/R-treated rats and OGD/R-treated primary cortical neurons. CTRP1 overexpression attenuated CIRI, accompanied by the reduction of apoptosis and suppression of the PERK signaling pathway. Interference with CTRP1 expression in vitro aggravated apoptotic activity and increased the expression of proteins involved in the PERK signaling pathway. Moreover, activating the PERK signaling pathway abolished the protective effects of CTRP1 on neuron injury induced by CIRI in vivo and in vitro. In conclusion, CTRP1 protects against CIRI by reducing apoptosis and endoplasmic reticulum stress (ERS) through inhibiting the PERK-dependent signaling pathway, suggesting that CTRP1 plays a crucial role in the pathogenesis of CIRI.
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Affiliation(s)
- Huizhi Fei
- Key Laboratory of Biochemistry and Molecular Pharmacology, College of Pharmacy, Chongqing Medical University, Chongqing, China.,Chongqing Three Gorges Medical College, Chongqing, China
| | - Pu Xiang
- Key Laboratory of Biochemistry and Molecular Pharmacology, College of Pharmacy, Chongqing Medical University, Chongqing, China
| | - Wen Luo
- Key Laboratory of Biochemistry and Molecular Pharmacology, College of Pharmacy, Chongqing Medical University, Chongqing, China
| | - Xiaodan Tan
- Key Laboratory of Biochemistry and Molecular Pharmacology, College of Pharmacy, Chongqing Medical University, Chongqing, China
| | - Chao Gu
- Key Laboratory of Biochemistry and Molecular Pharmacology, College of Pharmacy, Chongqing Medical University, Chongqing, China
| | - Maozhu Liu
- Key Laboratory of Biochemistry and Molecular Pharmacology, College of Pharmacy, Chongqing Medical University, Chongqing, China
| | - Mengyuan Chen
- Key Laboratory of Biochemistry and Molecular Pharmacology, College of Pharmacy, Chongqing Medical University, Chongqing, China
| | - Qiong Wang
- Key Laboratory of Biochemistry and Molecular Pharmacology, College of Pharmacy, Chongqing Medical University, Chongqing, China
| | - Junqing Yang
- Key Laboratory of Biochemistry and Molecular Pharmacology, College of Pharmacy, Chongqing Medical University, Chongqing, China
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Eicher T, Chan J, Luu H, Machiraju R, Mathé EA. Self-organizing maps with variable neighborhoods facilitate learning of chromatin accessibility signal shapes associated with regulatory elements. BMC Bioinformatics 2021; 22:35. [PMID: 33516170 PMCID: PMC7847148 DOI: 10.1186/s12859-021-03976-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2020] [Accepted: 01/21/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Assigning chromatin states genome-wide (e.g. promoters, enhancers, etc.) is commonly performed to improve functional interpretation of these states. However, computational methods to assign chromatin state suffer from the following drawbacks: they typically require data from multiple assays, which may not be practically feasible to obtain, and they depend on peak calling algorithms, which require careful parameterization and often exclude the majority of the genome. To address these drawbacks, we propose a novel learning technique built upon the Self-Organizing Map (SOM), Self-Organizing Map with Variable Neighborhoods (SOM-VN), to learn a set of representative shapes from a single, genome-wide, chromatin accessibility dataset to associate with a chromatin state assignment in which a particular RE is prevalent. These shapes can then be used to assign chromatin state using our workflow. RESULTS We validate the performance of the SOM-VN workflow on 14 different samples of varying quality, namely one assay each of A549 and GM12878 cell lines and two each of H1 and HeLa cell lines, primary B-cells, and brain, heart, and stomach tissue. We show that SOM-VN learns shapes that are (1) non-random, (2) associated with known chromatin states, (3) generalizable across sets of chromosomes, and (4) associated with magnitude and multimodality. We compare the accuracy of SOM-VN chromatin states against the Clustering Aggregation Tool (CAGT), an unsupervised method that learns chromatin accessibility signal shapes but does not associate these shapes with REs, and we show that overall precision and recall is increased when learning shapes using SOM-VN as compared to CAGT. We further compare enhancer state assignments from SOM-VN in signals above a set threshold to enhancer state assignments from Predicting Enhancers from ATAC-seq Data (PEAS), a deep learning method that assigns enhancer chromatin states to peaks. We show that the precision-recall area under the curve for the assignment of enhancer states is comparable to PEAS. CONCLUSIONS Our work shows that the SOM-VN workflow can learn relationships between REs and chromatin accessibility signal shape, which is an important step toward the goal of assigning and comparing enhancer state across multiple experiments and phenotypic states.
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Affiliation(s)
- Tara Eicher
- Department of Biomedical Informatics, The Ohio State University College of Medicine, 370 W. 9th Avenue, Columbus, OH, 43210, USA
- Department of Computer Science and Engineering, The Ohio State University College of Engineering, 2015 Neil Avenue, Columbus, OH, 43210, USA
- Division of Preclinical Innovation, National Center for Advancing Translational Sciences, National Institute of Health, 9800 Medical Center Dr., Rockville, MD, 20892, USA
| | - Jany Chan
- Department of Biomedical Informatics, The Ohio State University College of Medicine, 370 W. 9th Avenue, Columbus, OH, 43210, USA
| | - Han Luu
- Department of Biomedical Informatics, The Ohio State University College of Medicine, 370 W. 9th Avenue, Columbus, OH, 43210, USA
| | - Raghu Machiraju
- Department of Biomedical Informatics, The Ohio State University College of Medicine, 370 W. 9th Avenue, Columbus, OH, 43210, USA.
- Department of Computer Science and Engineering, The Ohio State University College of Engineering, 2015 Neil Avenue, Columbus, OH, 43210, USA.
- Department of Pathology, The Ohio State University College of Medicine, 1645 Neil Ave, Columbus, OH, 43210, USA.
- Translational Data Analytics Institute, The Ohio State University, 1760 Neil Ave., Columbus, OH, 43210, USA.
| | - Ewy A Mathé
- Department of Biomedical Informatics, The Ohio State University College of Medicine, 370 W. 9th Avenue, Columbus, OH, 43210, USA.
- Division of Preclinical Innovation, National Center for Advancing Translational Sciences, National Institute of Health, 9800 Medical Center Dr., Rockville, MD, 20892, USA.
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Sharma K, Vignesh P, Srivastava P, Sharma J, Chaudhary H, Mondal S, Kaur A, Kaur H, Singh S. Epigenetics in Kawasaki Disease. Front Pediatr 2021; 9:673294. [PMID: 34249810 PMCID: PMC8266996 DOI: 10.3389/fped.2021.673294] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/27/2021] [Accepted: 06/01/2021] [Indexed: 12/17/2022] Open
Abstract
Kawasaki disease (KD) is a common febrile multisystemic inflammatory illness in children that preferentially affects coronary arteries. Children with KD who develop coronary artery aneurysms have a life-long risk of premature coronary artery disease. Hypothesis of inherent predisposition to KD is supported by epidemiological evidence that suggests increased risk of development of disease in certain ethnicities and in children with a previous history of KD in siblings or parents. However, occurrence of cases in clusters, seasonal variation, and very low risk of recurrence suggests an acquired trigger (such as infections) for the development of illness. Epigenetic mechanisms that modulate gene expression can plausibly explain the link between genetic and acquired predisposing factors in KD. Analysis of epigenetic factors can also be used to derive biomarkers for diagnosis and prognostication in KD. Moreover, epigenetic mechanisms can also help in pharmacogenomics with the development of targeted therapies. In this review, we analysed the available literature on epigenetic factors such as methylation, micro-RNAs, and long non-coding RNAs in KD and discuss how these mechanisms can help us better understand the disease pathogenesis and advance the development of new biomarkers in KD.
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Affiliation(s)
- Kaushal Sharma
- Department of Pediatrics, Advanced Pediatrics Centre, Post Graduate Institute of Medical Education and Research, Chandigarh, India
| | - Pandiarajan Vignesh
- Department of Pediatrics, Advanced Pediatrics Centre, Post Graduate Institute of Medical Education and Research, Chandigarh, India
| | - Priyanka Srivastava
- Department of Pediatrics, Advanced Pediatrics Centre, Post Graduate Institute of Medical Education and Research, Chandigarh, India
| | - Jyoti Sharma
- Department of Pediatrics, Advanced Pediatrics Centre, Post Graduate Institute of Medical Education and Research, Chandigarh, India
| | - Himanshi Chaudhary
- Department of Pediatrics, Advanced Pediatrics Centre, Post Graduate Institute of Medical Education and Research, Chandigarh, India
| | - Sanjib Mondal
- Department of Pediatrics, Advanced Pediatrics Centre, Post Graduate Institute of Medical Education and Research, Chandigarh, India
| | - Anupriya Kaur
- Department of Pediatrics, Advanced Pediatrics Centre, Post Graduate Institute of Medical Education and Research, Chandigarh, India
| | - Harvinder Kaur
- Department of Pediatrics, Advanced Pediatrics Centre, Post Graduate Institute of Medical Education and Research, Chandigarh, India
| | - Surjit Singh
- Department of Pediatrics, Advanced Pediatrics Centre, Post Graduate Institute of Medical Education and Research, Chandigarh, India
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