1
|
Yu Z, Ueno K, Funayama R, Sakai M, Nariai N, Kojima K, Kikuchi Y, Li X, Ono C, Kanatani J, Ono J, Iwamoto K, Hashimoto K, Kinoshita K, Nakayama K, Nagasaki M, Tomita H. Sex-Specific Differences in the Transcriptome of the Human Dorsolateral Prefrontal Cortex in Schizophrenia. Mol Neurobiol 2023; 60:1083-1098. [PMID: 36414910 DOI: 10.1007/s12035-022-03109-6] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2022] [Accepted: 10/20/2022] [Indexed: 11/24/2022]
Abstract
Schizophrenia presents clinical and biological differences between males and females. This study investigated transcriptional profiles in the dorsolateral prefrontal cortex (DLPFC) using postmortem data from the largest RNA-sequencing (RNA-seq) database on schizophrenic cases and controls. Data for 154 male and 113 female controls and 160 male and 93 female schizophrenic cases were obtained from the CommonMind Consortium. In the RNA-seq database, the principal component analysis showed that sex effects were small in schizophrenia. After we analyzed the impact of sex-specific differences on gene expression, the female group showed more significantly changed genes compared with the male group. Based on the gene ontology analysis, the female sex-specific genes that changed were overrepresented in the mitochondrion, ATP (phosphocreatine and adenosine triphosphate)-, and metal ion-binding relevant biological processes. An ingenuity pathway analysis revealed that the differentially expressed genes related to schizophrenia in the female group were involved in midbrain dopaminergic and γ-aminobutyric acid (GABA)-ergic neurons and microglia. We used methylated DNA-binding domain-sequencing analyses and microarray to investigate the DNA methylation that potentially impacts the sex differences in gene transcription using a maternal immune activation (MIA) murine model. Among the sex-specific positional genes related to schizophrenia in the PFC of female offspring from MIA, the changes in the methylation and transcriptional expression of loci ACSBG1 were validated in the females with schizophrenia in independent postmortem samples by real-time PCR and pyrosequencing. Our results reveal potential genetic risks in the DLPFC for the sex-dependent prevalence and symptomology of schizophrenia.
Collapse
Affiliation(s)
- Zhiqian Yu
- Department of Psychiatry, Graduate School of Medicine, Tohoku University, 1-1 Seiryo-Machi, Aoba-Ku, Sendai, 980-8574, Japan.
- Tohoku Medical Megabank Organization, Tohoku University, Sendai, Japan.
| | - Kazuko Ueno
- Tohoku Medical Megabank Organization, Tohoku University, Sendai, Japan
| | - Ryo Funayama
- Division of Cell Proliferation, United Centers for Advanced Research and Translational Medicine, Graduate School of Medicine, Tohoku University, Sendai, Japan
| | - Mai Sakai
- Department of Psychiatric Nursing, Graduate School of Medicine, Tohoku University, Sendai, Japan
| | - Naoki Nariai
- Tohoku Medical Megabank Organization, Tohoku University, Sendai, Japan
| | - Kaname Kojima
- Tohoku Medical Megabank Organization, Tohoku University, Sendai, Japan
| | - Yoshie Kikuchi
- Department of Psychiatry, Graduate School of Medicine, Tohoku University, 1-1 Seiryo-Machi, Aoba-Ku, Sendai, 980-8574, Japan
| | - Xue Li
- Department of Psychiatry, Graduate School of Medicine, Tohoku University, 1-1 Seiryo-Machi, Aoba-Ku, Sendai, 980-8574, Japan
| | - Chiaki Ono
- Department of Psychiatry, Graduate School of Medicine, Tohoku University, 1-1 Seiryo-Machi, Aoba-Ku, Sendai, 980-8574, Japan
| | - Junpei Kanatani
- Department of Psychiatry, Graduate School of Medicine, Tohoku University, 1-1 Seiryo-Machi, Aoba-Ku, Sendai, 980-8574, Japan
| | - Jiro Ono
- Department of Psychiatry, Graduate School of Medicine, Tohoku University, 1-1 Seiryo-Machi, Aoba-Ku, Sendai, 980-8574, Japan
| | - Kazuya Iwamoto
- Department of Molecular Brain Science, Faculty of Life Sciences, Kumamoto University, Kumamoto, Japan
| | - Kenji Hashimoto
- Division of Clinical Neuroscience, Center for Forensic Mental Health, Chiba University, Chiba, Japan
| | - Kengo Kinoshita
- Tohoku Medical Megabank Organization, Tohoku University, Sendai, Japan
| | - Keiko Nakayama
- Division of Cell Proliferation, United Centers for Advanced Research and Translational Medicine, Graduate School of Medicine, Tohoku University, Sendai, Japan
| | - Masao Nagasaki
- Human Biosciences Unit for the Top Global Course Center for the Promotion of Interdisciplinary Education and Research, Kyoto University, Kyoto, Japan
- Center for Genomic Medicine, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Hiroaki Tomita
- Department of Psychiatry, Graduate School of Medicine, Tohoku University, 1-1 Seiryo-Machi, Aoba-Ku, Sendai, 980-8574, Japan
- Tohoku Medical Megabank Organization, Tohoku University, Sendai, Japan
- Department of Disaster Psychiatry, International Research Institute for Disaster Science, Tohoku University, Sendai, Japan
| |
Collapse
|
2
|
Factors Regulating the Activity of LINE1 Retrotransposons. Genes (Basel) 2021; 12:genes12101562. [PMID: 34680956 PMCID: PMC8535693 DOI: 10.3390/genes12101562] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2021] [Revised: 09/21/2021] [Accepted: 09/22/2021] [Indexed: 12/15/2022] Open
Abstract
LINE-1 (L1) is a class of autonomous mobile genetic elements that form somatic mosaicisms in various tissues of the organism. The activity of L1 retrotransposons is strictly controlled by many factors in somatic and germ cells at all stages of ontogenesis. Alteration of L1 activity was noted in a number of diseases: in neuropsychiatric and autoimmune diseases, as well as in various forms of cancer. Altered activity of L1 retrotransposons for some pathologies is associated with epigenetic changes and defects in the genes involved in their repression. This review discusses the molecular genetic mechanisms of the retrotransposition and regulation of the activity of L1 elements. The contribution of various factors controlling the expression and distribution of L1 elements in the genome occurs at all stages of the retrotransposition. The regulation of L1 elements at the transcriptional, post-transcriptional and integration into the genome stages is described in detail. Finally, this review also focuses on the evolutionary aspects of L1 accumulation and their interplay with the host regulation system.
Collapse
|
3
|
Page NF, Gandal MJ, Estes ML, Cameron S, Buth J, Parhami S, Ramaswami G, Murray K, Amaral DG, Van de Water JA, Schumann CM, Carter CS, Bauman MD, McAllister AK, Geschwind DH. Alterations in Retrotransposition, Synaptic Connectivity, and Myelination Implicated by Transcriptomic Changes Following Maternal Immune Activation in Nonhuman Primates. Biol Psychiatry 2021; 89:896-910. [PMID: 33386132 PMCID: PMC8052273 DOI: 10.1016/j.biopsych.2020.10.016] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/20/2020] [Revised: 10/07/2020] [Accepted: 10/09/2020] [Indexed: 12/17/2022]
Abstract
BACKGROUND Maternal immune activation (MIA) is a proposed risk factor for multiple neuropsychiatric disorders, including schizophrenia. However, the molecular mechanisms through which MIA imparts risk remain poorly understood. A recently developed nonhuman primate model of exposure to the viral mimic poly:ICLC during pregnancy shows abnormal social and repetitive behaviors and elevated striatal dopamine, a molecular hallmark of human psychosis, providing an unprecedented opportunity for studying underlying molecular correlates. METHODS We performed RNA sequencing across psychiatrically relevant brain regions (prefrontal cortex, anterior cingulate, hippocampus) and primary visual cortex for comparison from 3.5- to 4-year-old male MIA-exposed and control offspring-an age comparable to mid adolescence in humans. RESULTS We identify 266 unique genes differentially expressed in at least one brain region, with the greatest number observed in hippocampus. Co-expression networks identified region-specific alterations in synaptic signaling and oligodendrocytes. Although we observed temporal and regional differences, transcriptomic changes were shared across first- and second-trimester exposures, including for the top differentially expressed genes-PIWIL2 and MGARP. In addition to PIWIL2, several other regulators of retrotransposition and endogenous transposable elements were dysregulated following MIA, potentially connecting MIA to retrotransposition. CONCLUSIONS Together, these results begin to elucidate the brain-level molecular processes through which MIA may impart risk for psychiatric disease.
Collapse
Affiliation(s)
- Nicholas F Page
- Department of Psychiatry, Center for Autism Research and Treatment, Los Angeles, California; Department of Cell Biology and Neuroscience, Rutgers University-New Brunswick, Piscataway, New Jersey
| | - Michael J Gandal
- Department of Psychiatry, Center for Autism Research and Treatment, Los Angeles, California
| | - Myka L Estes
- Center for Neuroscience, School of Medicine, University of California, Davis, Davis, California
| | - Scott Cameron
- Center for Neuroscience, School of Medicine, University of California, Davis, Davis, California
| | - Jessie Buth
- Department of Psychiatry, Center for Autism Research and Treatment, Los Angeles, California; Program in Neurobehavioral Genetics, Center for Autism Research and Treatment, Los Angeles, California
| | - Sepideh Parhami
- Department of Psychiatry, Center for Autism Research and Treatment, Los Angeles, California; Program in Neurobehavioral Genetics, Center for Autism Research and Treatment, Los Angeles, California
| | - Gokul Ramaswami
- Department of Psychiatry, Center for Autism Research and Treatment, Los Angeles, California; Program in Neurobehavioral Genetics, Center for Autism Research and Treatment, Los Angeles, California
| | - Karl Murray
- Department of Psychiatry and Behavioral Sciences, School of Medicine, University of California, Davis, Davis, California
| | - David G Amaral
- Department of Psychiatry and Behavioral Sciences, School of Medicine, University of California, Davis, Davis, California
| | - Judy A Van de Water
- Department of Psychiatry and Behavioral Sciences, School of Medicine, University of California, Davis, Davis, California
| | - Cynthia M Schumann
- Department of Psychiatry and Behavioral Sciences, School of Medicine, University of California, Davis, Davis, California
| | - Cameron S Carter
- Center for Neuroscience, School of Medicine, University of California, Davis, Davis, California; Department of Psychiatry and Behavioral Sciences, School of Medicine, University of California, Davis, Davis, California
| | - Melissa D Bauman
- Department of Psychiatry and Behavioral Sciences, School of Medicine, University of California, Davis, Davis, California
| | - A Kimberley McAllister
- Center for Neuroscience, School of Medicine, University of California, Davis, Davis, California; Department of Psychiatry and Behavioral Sciences, School of Medicine, University of California, Davis, Davis, California
| | - Daniel H Geschwind
- Department of Psychiatry, Center for Autism Research and Treatment, Los Angeles, California; Program in Neurobehavioral Genetics, Center for Autism Research and Treatment, Los Angeles, California; Department of Neurology, Center for Autism Research and Treatment, Los Angeles, California; Department of Human Genetics, Semel Institute, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, California.
| |
Collapse
|
4
|
Cervantes-Ayalc A, Ruiz Esparza-Garrido R, Velázquez-Flores MÁ. Long Interspersed Nuclear Elements 1 (LINE1): The chimeric transcript L1-MET and its involvement in cancer. Cancer Genet 2020; 241:1-11. [PMID: 31918342 DOI: 10.1016/j.cancergen.2019.11.004] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2019] [Revised: 10/21/2019] [Accepted: 11/13/2019] [Indexed: 11/19/2022]
Abstract
Long interspersed nuclear elements 1 (LINE1) are non-LTR retrotransposons that represent the greatest remodeling force of the human genome during evolution. Genomically, LINE1 are constituted by a 5´ untranslated region (UTR), where the promoter regions are located, three open reading frames (ORF0, ORF1, and ORF2) and one 3´UTR, which has a poly(A) tail that harbors the short interspersed nuclear elements (SINEs) Alu and SVA. Although the intrinsic nature of LINE1 is to be copied and inserted into the genome, an increase in their mobility produces genomic instability. In response to this, the cell has "designed" many mechanisms controlling the retrotransposition levels of LINE1; however, alterations in these regulation systems can increase LINE1 mobility and the formation of chimeric genes. Evidence indicates that 988 human genes have LINE1 inserted in their sequence, resulting in the transcriptional control of genes by their own promoters, as well as by the LINE1 antisense promoter (ASP). To date, very little is known about the biologic impact of this and the L1-MET chimera is a more or less studied case. ASP hypomethylation has been observed in all studied cancer types, leading to increased L1-MET expression. In specific types of cancer, this L1-MET increase controls both low and high MET protein levels. It remains to be clarified if this protein product is a chimeric protein.
Collapse
Affiliation(s)
- Andrea Cervantes-Ayalc
- Laboratorio de RNAs no codificantes, Unidad de Investigación Médica en Genética Humana del Hospital de Pediatría "Silvestre Frenk Freund", Centro Médico Nacional Siglo XXI, Instituto Mexicano del Seguro Social (IMSS), CDMX 06720, México.
| | - Ruth Ruiz Esparza-Garrido
- Catedrática CONACyT, Laboratorio de RNAs no codificantes, Unidad de Investigación Médica en Genética Humana del Hospital de Pediatría "Silvestre Frenk Freund", Centro Médico Nacional Siglo XXI, Instituto Mexicano del Seguro Social (IMSS), CDMX 06720, México; Laboratorio de RNAs no codificantes, Unidad de Investigación Médica en Genética Humana del Hospital de Pediatría "Silvestre Frenk Freund", Centro Médico Nacional Siglo XXI, Instituto Mexicano del Seguro Social (IMSS), CDMX 06720, México.
| | - Miguel Ángel Velázquez-Flores
- Laboratorio de RNAs no codificantes, Unidad de Investigación Médica en Genética Humana del Hospital de Pediatría "Silvestre Frenk Freund", Centro Médico Nacional Siglo XXI, Instituto Mexicano del Seguro Social (IMSS), CDMX 06720, México; Laboratorio de RNAs no codificantes, Unidad de Investigación Médica en Genética Humana del Hospital de Pediatría "Silvestre Frenk Freund", Centro Médico Nacional Siglo XXI, Instituto Mexicano del Seguro Social (IMSS), Mexico.
| |
Collapse
|
5
|
Basil P, Li Q, McAlonan GM, Sham PC. Genome-wide DNA methylation data from adult brain following prenatal immune activation and dietary intervention. Data Brief 2019; 26:104561. [PMID: 31667312 PMCID: PMC6811979 DOI: 10.1016/j.dib.2019.104561] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2019] [Revised: 08/17/2019] [Accepted: 09/19/2019] [Indexed: 12/01/2022] Open
Abstract
DNA methylation is a dynamic epigenetic mark regulating gene function and are implicated in the pathophysiology of schizophrenia and autism. Environmental exposures such as inflammation and diet modify the epigenome and may explain why prenatal exposure to inflammation increase risk of neurodevelopmental disorders. This manuscript presents genome-wide DNA methylation data (GSE102942) generated from adult offspring brain prenatally exposed to Maternal Immune Activation (MIA). Methylome of the adult brain supplemented with omega-3 polyunsaturated fatty acids (PUFA) is also described. DNA methylation across gene regulatory regions were measured using MSP-I digestion and Reduced Representation Bisulfite Sequencing (RRBS) method.
Collapse
Affiliation(s)
- Paul Basil
- Department of Psychiatry, The University of Hong Kong, Pok Fu Lam, Hong Kong Special Administrative Region of China.,Department of Molecular & Cellular Biology, Baylor College of Medicine, Houston, TX 77030, USA
| | - Qi Li
- Department of Psychiatry, The University of Hong Kong, Pok Fu Lam, Hong Kong Special Administrative Region of China
| | - Grainne M McAlonan
- Department of Psychiatry, The University of Hong Kong, Pok Fu Lam, Hong Kong Special Administrative Region of China.,Department of Forensic and Neurodevelopmental Sciences, Institute of Psychiatry, King's College London, De Crespigny Park, Denmark Hill, London, SE5 8AF, UK
| | - Pak-Chung Sham
- Department of Psychiatry, The University of Hong Kong, Pok Fu Lam, Hong Kong Special Administrative Region of China.,State Key Laboratory of Brain and Cognitive Sciences and Centre for PanorOmicGenomic Sciences, The University of Hong Kong, Pok Fu Lam, Hong Kong Special Administrative Region of China
| |
Collapse
|