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Fryar-Williams S, Tucker G, Clements P, Strobel J. Gene Variant Related Neurological and Molecular Biomarkers Predict Psychosis Progression, with Potential for Monitoring and Prevention. Int J Mol Sci 2024; 25:13348. [PMID: 39769114 PMCID: PMC11677369 DOI: 10.3390/ijms252413348] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2024] [Revised: 11/14/2024] [Accepted: 11/17/2024] [Indexed: 01/11/2025] Open
Abstract
The (MTHFR) C677T gene polymorphism is associated with neurological disorders and schizophrenia. Patients diagnosed with schizophrenia and schizoaffective disorder and controls (n 134) had data collected for risk factors, molecular and neuro-sensory variables, symptoms, and functional outcomes. Promising gene variant-related predictive biomarkers were identified for diagnosis by Receiver Operating Characteristics and for illness duration by linear regression. These were then analyzed using Spearman's correlation in relation to the duration of illness. Significant correlations were ranked by strength and plotted on graphs for each MTHFR C677T variant. Homozygous MTHFR 677 TT carriers displayed a mid-illness switch to depression, with suicidality and a late-phase shift from lower to higher methylation, with activated psychosis symptoms. MTHFR 677 CC variant carriers displayed significant premorbid correlates for family history, developmental disorder, learning disorder, and head injury. These findings align with those of low methylation, oxidative stress, multiple neuro-sensory processing deficits, and disability outcomes. Heterozygous MTHFR 677 CT carriers displayed multiple shifts in mood and methylation with multiple adverse outcomes. The graphically presented ranked biomarker correlates for illness duration allow a perspective of psychosis development across gene variants, with the potential for phase of illness monitoring and new therapeutic insights to prevent or delay psychosis and its adverse outcomes.
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Affiliation(s)
- Stephanie Fryar-Williams
- Youth in Mind Research Institute, Unley, SA 5061, Australia
- Department of Medical Specialities, Adelaide Medical School, Faculty of Health and Medical Sciences, The University of Adelaide, Adelaide, SA 5000, Australia
| | - Graeme Tucker
- Department of Public Health, Adelaide Medical School, Faculty of Health and Medical Sciences, The University of Adelaide, Adelaide, SA 5000, Australia
| | - Peter Clements
- Department of Paediatrics, Adelaide Medical School, Faculty of Health and Medical Sciences, The University of Adelaide, Adelaide, SA 5000, Australia
| | - Jörg Strobel
- Department of Psychiatry, Adelaide Medical School, Faculty of Health and Medical Sciences, The University of Adelaide, Adelaide, SA 5000, Australia
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Checa-Robles FJ, Salvetat N, Cayzac C, Menhem M, Favier M, Vetter D, Ouna I, Nani JV, Hayashi MAF, Brietzke E, Weissmann D. RNA Editing Signatures Powered by Artificial Intelligence: A New Frontier in Differentiating Schizophrenia, Bipolar, and Schizoaffective Disorders. Int J Mol Sci 2024; 25:12981. [PMID: 39684694 DOI: 10.3390/ijms252312981] [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: 10/22/2024] [Revised: 11/22/2024] [Accepted: 11/29/2024] [Indexed: 12/18/2024] Open
Abstract
Mental health disorders are devastating illnesses, often misdiagnosed due to overlapping clinical symptoms. Among these conditions, bipolar disorder, schizophrenia, and schizoaffective disorder are particularly difficult to distinguish, as they share alternating positive and negative mood symptoms. Accurate and timely diagnosis of these diseases is crucial to ensure effective treatment and to tailor therapeutic management to each individual patient. In this context, it is essential to move beyond standard clinical assessment and employ innovative approaches to identify new biomarkers that can be reliably quantified. We previously identified a panel of RNA editing biomarkers capable of differentiating healthy controls from depressed patients and, among depressed patients, those with major depressive disorder and those with bipolar disorder. In this study, we integrated Adenosine-to-Inosine RNA editing blood biomarkers with clinical data through machine learning algorithms to establish specific signatures for bipolar disorder and schizophrenia spectrum disorders. This groundbreaking study paves the way for the application of RNA editing in other psychiatric disorders, such as schizophrenia and schizoaffective disorder. It represents a first proof-of-concept and provides compelling evidence for the establishment of an RNA editing signature for the diagnosis of these psychiatric conditions.
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Affiliation(s)
- Francisco J Checa-Robles
- ALCEDIAG, Parc Euromédecine, 34184 Montpellier Cedex 4, France
- Sys2Diag, UMR 9005 CNRS/ALCEN, Parc Euromédecine, 34184 Montpellier Cedex 4, France
| | - Nicolas Salvetat
- ALCEDIAG, Parc Euromédecine, 34184 Montpellier Cedex 4, France
- Sys2Diag, UMR 9005 CNRS/ALCEN, Parc Euromédecine, 34184 Montpellier Cedex 4, France
| | - Christopher Cayzac
- ALCEDIAG, Parc Euromédecine, 34184 Montpellier Cedex 4, France
- Sys2Diag, UMR 9005 CNRS/ALCEN, Parc Euromédecine, 34184 Montpellier Cedex 4, France
| | - Mary Menhem
- ALCEDIAG, Parc Euromédecine, 34184 Montpellier Cedex 4, France
- Sys2Diag, UMR 9005 CNRS/ALCEN, Parc Euromédecine, 34184 Montpellier Cedex 4, France
| | - Mathieu Favier
- ALCEDIAG, Parc Euromédecine, 34184 Montpellier Cedex 4, France
- Sys2Diag, UMR 9005 CNRS/ALCEN, Parc Euromédecine, 34184 Montpellier Cedex 4, France
| | - Diana Vetter
- ALCEDIAG, Parc Euromédecine, 34184 Montpellier Cedex 4, France
- Sys2Diag, UMR 9005 CNRS/ALCEN, Parc Euromédecine, 34184 Montpellier Cedex 4, France
| | - Ilhème Ouna
- Sys2Diag, UMR 9005 CNRS/ALCEN, Parc Euromédecine, 34184 Montpellier Cedex 4, France
| | - João V Nani
- Department of Pharmacology, Escola Paulista de Medicina (EPM), Universidade Federal de São Paulo (UNIFESP), São Paulo CEP 04044-20, Brazil
- National Institute for Translational Medicine (INCT-TM, CNPq/FAPESP/CAPES), Ribeirão Preto CEP 14040-900, Brazil
| | - Mirian A F Hayashi
- Department of Pharmacology, Escola Paulista de Medicina (EPM), Universidade Federal de São Paulo (UNIFESP), São Paulo CEP 04044-20, Brazil
- National Institute for Translational Medicine (INCT-TM, CNPq/FAPESP/CAPES), Ribeirão Preto CEP 14040-900, Brazil
| | - Elisa Brietzke
- Department of Psychiatry, School of Medicine, Queen's University, Kingston, ON K7L 7X3, Canada
| | - Dinah Weissmann
- ALCEDIAG, Parc Euromédecine, 34184 Montpellier Cedex 4, France
- Sys2Diag, UMR 9005 CNRS/ALCEN, Parc Euromédecine, 34184 Montpellier Cedex 4, France
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Rangel SC, da Silva MD, Natrielli Filho DG, Santos SN, do Amaral JB, Victor JR, Silva KCN, Tuleta ID, França CN, Shio MT, Neves LM, Bachi ALL, da Silva Nali LH. HERV-W upregulation expression in bipolar disorder and schizophrenia: unraveling potential links to systemic immune/inflammation status. Retrovirology 2024; 21:7. [PMID: 38644495 PMCID: PMC11034070 DOI: 10.1186/s12977-024-00640-3] [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] [Received: 12/06/2023] [Accepted: 04/01/2024] [Indexed: 04/23/2024] Open
Abstract
BACKGROUND Bipolar disorder (BD) and schizophrenia (SZ) are the two main mental disorders with unknown etiology that significantly impact individuals' quality of life. The potential pro-inflammatory role in their pathogenesis is postulated and Human Endogenous Retrovirus W (HERV-W) is an emerging candidate to modulate this pathogenic finding. HERVs, ancient retroviruses in the human genome, may play roles in inflammation and disease pathogenesis. Despite HERVs' involvement in autoimmune diseases, their influence on mental disorders remains underexplored. Therefore, the aim of this study was to assess the level of HERV-W-env expression and the systemic inflammatory profile through the concentration of IL-2, IL-4, IL-6, IL-10, TNF-α and INF-γ cytokines in BD and SZ patients. RESULTS All participants showed HERV-W-env expression, but its expression was higher in mental disorder patients (p < 0.01) than in control. When separated, SZ individuals exhibited higher HERV-W expression than the control group (p < 0.01). Higher serum levels of TNF-α and IL-10 were found in BD (p = 0.0001 and p = 0.001, respectively) and SZ (p = 0.01) and p = 0.01, respectively) than in the control group, while SZ showed decreased levels IFN-γ and IL-2 as compared to controls (p = 0.05) and BD patients (p = 0.05), respectively. Higher TNF-α/IL-4 and TNF-α/IL-10 ratios, and lower IFN-γ/IL-10 were observed in BD and SZ patients than controls. Significant negative correlation between HERV-W-env expression and IL-10 (r=-0.47 p < 0.05), as well as positive correlations between HERV-W-env expression and TNF-α/IL-10 or IFN-γ/IL-10 ratios (r = 0.48 p < 0.05 and r = 0.46 p < 0.05, respectively) were found in BD patients. CONCLUSION These findings suggest not only a potential link between HERV-W-env expression both in BD and SZ, but also a possible involvement of systemic inflammatory status in BD patients.
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Affiliation(s)
- Sara Coelho Rangel
- Post-graduation Program in Health Sciences, Santo Amaro University, Rua Isabel Schmitt, 540, São Paulo, Brazil
| | - Michelly Damasceno da Silva
- Post-graduation Program in Health Sciences, Santo Amaro University, Rua Isabel Schmitt, 540, São Paulo, Brazil
| | - Décio Gilberto Natrielli Filho
- Hospital Escola Wladimir Arruda- Departamento de Psiquiatria- Santo Amaro University, Rua Prof. Enéas de Siqueira Neto, 340, São Paulo, Brazil
| | - Samuel Nascimento Santos
- Post-graduation Program in Health Sciences, Santo Amaro University, Rua Isabel Schmitt, 540, São Paulo, Brazil
| | - Jonatas Bussador do Amaral
- Ent Research Lab, Department of Otorhinolaryngology-Head and Neck Surgery, Federal University of Sao Paulo, São Paulo, Brazil
| | - Jefferson Russo Victor
- Post-graduation Program in Health Sciences, Santo Amaro University, Rua Isabel Schmitt, 540, São Paulo, Brazil
| | | | - Izabela Dorota Tuleta
- Department of Medicine-Cardiology, Albert Einstein College of Medicine, New York, EUA, USA
| | - Carolina Nunes França
- Post-graduation Program in Health Sciences, Santo Amaro University, Rua Isabel Schmitt, 540, São Paulo, Brazil
| | - Marina Tiemi Shio
- Post-graduation Program in Health Sciences, Santo Amaro University, Rua Isabel Schmitt, 540, São Paulo, Brazil
| | - Lucas Melo Neves
- Post-graduation Program in Health Sciences, Santo Amaro University, Rua Isabel Schmitt, 540, São Paulo, Brazil
| | - André Luis Lacerda Bachi
- Post-graduation Program in Health Sciences, Santo Amaro University, Rua Isabel Schmitt, 540, São Paulo, Brazil
| | - Luiz Henrique da Silva Nali
- Post-graduation Program in Health Sciences, Santo Amaro University, Rua Isabel Schmitt, 540, São Paulo, Brazil.
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