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Mortazavi M, Ann Gerdes L, Hizarci Ö, Kümpfel T, Anslinger K, Padberg F, Stöcklein S, Keeser D, Ertl-Wagner B. Impact of adult-onset multiple sclerosis on MRI-based intracranial volume: A study in clinically discordant monozygotic twins. Neuroimage Clin 2024; 42:103597. [PMID: 38522363 PMCID: PMC10981084 DOI: 10.1016/j.nicl.2024.103597] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2023] [Revised: 02/23/2024] [Accepted: 03/20/2024] [Indexed: 03/26/2024]
Abstract
OBJECTIVE Intracranial volume (ICV) represents the maximal brain volume for an individual, attained prior to late adolescence and remaining constant throughout life after. Thus, ICV serves as a surrogate marker for brain growth integrity. To assess the potential impact of adult-onset multiple sclerosis (MS) and its preceding prodromal subclinical changes on ICV in a large cohort of monozygotic twins clinically discordant for MS. METHODS FSL software was used to derive ICV estimates from 3D-T1-weighted-3 T-MRI images by using an atlas scaling factor method. ICV were compared between clinically affected and healthy co-twins. All twins were compared to a large healthy reference cohort using standardized ICV z-scores. Mixed models assessed the impact of age at MS diagnosis on ICV. RESULTS 54 twin-pairs (108 individuals/80female/42.45 ± 11.98 years), 731 individuals (375 non-twins, 109/69 monozygotic/dizygotic twin-pairs; 398female/29.18 ± 0.13 years) and 35 healthy local individuals (20male/31.34 ± 1.53 years). In 45/54 (83 %) twin-pairs, both clinically affected and healthy co-twins showed negative ICV z-scores, i.e., ICVs lower than the average of the healthy reference cohort (M = -1.53 ± 0.11, P<10-5). Younger age at MS diagnosis was strongly associated with lower ICVs (t = 3.76, P = 0.0003). Stratification of twin-pairs by age at MS diagnosis of the affected co-twin (≤30 versus > 30 years) yielded lower ICVs in those twin pairs with younger age at diagnosis (P = 0.01). Comparison within individual twin-pairs identified lower ICVs in the MS-affected co-twins with younger age at diagnosis compared to their corresponding healthy co-twins (P = 0.003). CONCLUSION We offer for the first-time evidence for strong associations between adult-onset MS and lower ICV, which is more pronounced with younger age at diagnosis. This suggests pre-clinical alterations in early neurodevelopment associated with susceptibility to MS both in individuals with and without clinical manifestation of the disease.
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Affiliation(s)
- Matin Mortazavi
- Department of Psychiatry, Psychotherapy and Psychosomatics of the University Augsburg, Bezirkskrankenhaus Augsburg, Medical Faculty, University of Augsburg, Augsburg, Germany; Department of Psychiatry and Psychotherapy, University Hospital LMU, Munich, Germany; NeuroImaging Core Unit Munich (NICUM) - University Hospital LMU, Munich, Germany.
| | - Lisa Ann Gerdes
- Institute of Clinical Neuroimmunology, University Hospital LMU, Munich, Germany; Munich Cluster of Systems Neurology (SyNergy), Munich, Germany
| | - Öznur Hizarci
- Department of Psychiatry and Psychotherapy, University Hospital LMU, Munich, Germany; Department of Radiology, University Hospital LMU, Munich, Germany; NeuroImaging Core Unit Munich (NICUM) - University Hospital LMU, Munich, Germany
| | - Tania Kümpfel
- Institute of Clinical Neuroimmunology, University Hospital LMU, Munich, Germany; Munich Cluster of Systems Neurology (SyNergy), Munich, Germany
| | - Katja Anslinger
- Department of Forensic Genetics, Institute of Legal Medicine, University Hospital LMU, Munich, Germany
| | - Frank Padberg
- Department of Psychiatry and Psychotherapy, University Hospital LMU, Munich, Germany
| | - Sophia Stöcklein
- Department of Radiology, University Hospital LMU, Munich, Germany; NeuroImaging Core Unit Munich (NICUM) - University Hospital LMU, Munich, Germany
| | - Daniel Keeser
- Department of Psychiatry and Psychotherapy, University Hospital LMU, Munich, Germany; Department of Radiology, University Hospital LMU, Munich, Germany; NeuroImaging Core Unit Munich (NICUM) - University Hospital LMU, Munich, Germany
| | - Birgit Ertl-Wagner
- Department of Medical Imaging, University of Toronto, Toronto, Ontario, Canada; Division of Neuroradiology, The Hospital for Sick Children, Toronto
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Wang J, Song X, Tan G, Sun P, Guo L, Zhang N, Wang J, Li B. NAD+ improved experimental autoimmune encephalomyelitis by regulating SIRT1 to inhibit PI3K/Akt/mTOR signaling pathway. Aging (Albany NY) 2021; 13:25931-25943. [PMID: 34928817 PMCID: PMC8751589 DOI: 10.18632/aging.203781] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2021] [Accepted: 11/22/2021] [Indexed: 01/21/2023]
Abstract
OBJECTIVE To investigate the effect of NAD+ on thymus autophagy in experimental autoimmune encephalomyelitis (EAE) mice through SIRT1. METHODS Bioinformatic analysis was used to identify hub genes. Forty female C57BL/6 mice were randomly divided into 4 groups: control, EAE, NAD+, and NAD+ +SIRT1 inhibitor (SIRT-IN-3) groups and SIRT1 group. The NAD+ group and SIRT1 inhibitor group were treated with NAD+ drug and fed for 4 weeks. The neurological function scores were evaluated weekly. The thymus tissues of wild-type mice were removed, ground and filtered into single-cell suspension. MOG 35-55 (1 μg/mL) was given to primary thymic epithelial cells (TECs) to induce EAE model in vitro. The expression of LC-3A/B was observed by immunofluorescence. The expressions or the activation/phosphorylation of associated proteins were detected by Western blot. RESULTS Enrichment analysis showed PI3K-Akt-mTOR and autophagy pathway were main terms in EAE diseases, and the relationship between NAD+ and SIRT1. The activation of p-PI3K, p-Akt and p-mTOR were the highest in the EAE group consistent with decreased P62, Beclin1, LC-3A/B and SIRT1, and NAD+ reversed these results, furthermore SIRT1 inhibitor: SIRT-IN3 weakened the NAD+' effects in both in vivo and in vitro experiments. Immunofluorescence study in vivo and in vitro were accord with the results of western blot. CONCLUSIONS NAD+ exerted a protective effect on EAE mice by inhibiting PI3K/Akt/mTOR signaling pathway through SIRT1 in TECs, and prevented EAE mice from sustained damage.
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Affiliation(s)
- Jinli Wang
- Department of Neurology, The Second Hospital of Hebei Medical University, Shijiazhuang 050051, Hebei, China
| | - Xueqin Song
- Department of Neurology, The Second Hospital of Hebei Medical University, Shijiazhuang 050051, Hebei, China
| | - Guojun Tan
- Department of Neurology, The Second Hospital of Hebei Medical University, Shijiazhuang 050051, Hebei, China
| | - Pengtao Sun
- Department of Neurology, The Second Hospital of Hebei Medical University, Shijiazhuang 050051, Hebei, China
| | - Li Guo
- Department of Neurology, The Second Hospital of Hebei Medical University, Shijiazhuang 050051, Hebei, China
| | - Ning Zhang
- Department of Neurology, The Second Hospital of Hebei Medical University, Shijiazhuang 050051, Hebei, China
| | - Jueqiong Wang
- Department of Neurology, The Second Hospital of Hebei Medical University, Shijiazhuang 050051, Hebei, China
| | - Bin Li
- Department of Neurology, The Second Hospital of Hebei Medical University, Key Laboratory of Hebei Neurology, Shijiazhuang 050051, Hebei, China
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Mortazavi M, Hizarci Ö, Gerdes LA, Havla J, Kümpfel T, Hohlfeld R, Stöcklein S, Keeser D, Ertl-Wagner B. Multiple sclerosis and subclinical neuropathology in healthy individuals with familial risk: A scoping review of MRI studies. NEUROIMAGE-CLINICAL 2021; 31:102734. [PMID: 34171607 PMCID: PMC8234346 DOI: 10.1016/j.nicl.2021.102734] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/15/2021] [Revised: 05/11/2021] [Accepted: 06/15/2021] [Indexed: 11/29/2022]
Abstract
MRI evidence of MS pathology in healthy individuals reflects a subclinical period. First-degree relatives of MS patients are ideal to study MS subclinical neuropathology. MRI found WM focal inflammation in a substantial proportion of these healthy relatives. Diffuse tissue damage is also found by MRI in healthy relatives of MS patients. MS prodromal phase can be characterized by studying healthy subjects at high risk.
Multiple genetic and non-heritable factors have been linked to the risk of multiple sclerosis (MS). These factors seem to contribute to disease pathogenesis before the onset of clinical symptoms, as suggested by incidental MRI evidence of subclinical MS neuropathology in individuals without clinical symptoms. Individuals with high familial risk for MS, such as first-degree relatives of patients with MS, can be studied by MRI to characterize the neuropathology during a subclinical period of MS. 16 studies published in English, which performed brain MRI on healthy individuals with high familial risk of MS were included in this scoping review. Studies suggest either no conclusive (5), or inconclusive yet considerable (4), or conclusive evidence (7) for the incidence of subclinical neuropathology, including focal and diffuse tissue damage. Across all studies, white matter lesions fulfilling MS criteria were observed in 86 of 613 individuals (14%). Future research is needed to evaluate the longitudinal dynamics and clinical relevance of preclinical imaging abnormalities in MS.
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Affiliation(s)
- Matin Mortazavi
- Department of Radiology, LMU Klinikum, Munich, Germany; Department of Psychiatry and Psychotherapy, LMU Klinikum, Munich, Germany.
| | - Öznur Hizarci
- Department of Radiology, LMU Klinikum, Munich, Germany; Department of Psychiatry and Psychotherapy, LMU Klinikum, Munich, Germany
| | - Lisa Ann Gerdes
- Institute of Clinical Neuroimmunology, LMU Klinikum, Munich, Germany; Munich Cluster of Systems Neurology, 81377 Munich, Germany
| | - Joachim Havla
- Institute of Clinical Neuroimmunology, LMU Klinikum, Munich, Germany; Data Integration for Future Medicine (DIFUTURE) Consortium, Technical University of Munich and Ludwig-Maximilians University, Munich, Germany
| | - Tania Kümpfel
- Institute of Clinical Neuroimmunology, LMU Klinikum, Munich, Germany
| | - Reinhard Hohlfeld
- Institute of Clinical Neuroimmunology, LMU Klinikum, Munich, Germany; Munich Cluster of Systems Neurology, 81377 Munich, Germany
| | | | - Daniel Keeser
- Department of Radiology, LMU Klinikum, Munich, Germany; Department of Psychiatry and Psychotherapy, LMU Klinikum, Munich, Germany
| | - Birgit Ertl-Wagner
- Department of Radiology, LMU Klinikum, Munich, Germany; Department of Medical Imaging, The Hospital for Sick Children, University of Toronto, Toronto, Ontario, Canada
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Engel B, Laschtowitz A, Janik MK, Junge N, Baumann U, Milkiewicz P, Taubert R, Sebode M. Genetic aspects of adult and pediatric autoimmune hepatitis: A concise review. Eur J Med Genet 2021; 64:104214. [PMID: 33812046 DOI: 10.1016/j.ejmg.2021.104214] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2020] [Revised: 03/25/2021] [Accepted: 03/28/2021] [Indexed: 02/06/2023]
Abstract
Autoimmune Hepatitis (AIH) is a heterogenous, mostly chronic liver disease that affects people of all age groups, women more often than men. The aim of therapy is to prevent cirrhosis, as it mainly accounts for liver-related mortality in patients with AIH. Rates of remission are high in patients with AIH, but life-long immunosuppressive therapy is required. AIH is hypothesized to originate from immunologic reactivity targeted against mostly unknown self-antigens, potentially triggered by viral infections among other factors. While AIH does not follow a Mendelian inheritance pattern, part of the risk of developing AIH or worse disease course, is attributed to specific genetic risk factors. Major associations for the risk of development of AIH were found for HLA-DRB1*03:01 and HLA-DRB1*04:01 in adult AIH in the only genome-wide association study on AIH. However, other potential risk loci in SH2B3, CARD10 and KIR genes were described. This review covers the current knowledge on genetic risk factors in adult and pediatric AIH.
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Affiliation(s)
- Bastian Engel
- Department of Gastroenterology, Hepatology and Endocrinology, Hannover Medical School, Hannover, Germany; European Reference Network on Hepatological Diseases (ERN RARE-LIVER), Germany.
| | - Alena Laschtowitz
- I. Department of Medicine, University Medical Centre Hamburg-Eppendorf, Hamburg, Germany; European Reference Network on Hepatological Diseases (ERN RARE-LIVER), Germany
| | - Maciej K Janik
- Liver and Internal Medicine Unit, Department of General, Transplant and Liver Surgery, Medical University of Warsaw, Warsaw, Poland; European Reference Network on Hepatological Diseases (ERN RARE-LIVER), Germany
| | - Norman Junge
- Pediatric Gastroenterology and Hepatology, Department of Pediatric Kidney, Liver and Metabolic Diseases, Hannover Medical School, Hannover, Germany; European Reference Network on Hepatological Diseases (ERN RARE-LIVER), Germany
| | - Ulrich Baumann
- Pediatric Gastroenterology and Hepatology, Department of Pediatric Kidney, Liver and Metabolic Diseases, Hannover Medical School, Hannover, Germany; European Reference Network on Hepatological Diseases (ERN RARE-LIVER), Germany
| | - Piotr Milkiewicz
- Liver and Internal Medicine Unit, Department of General, Transplant and Liver Surgery, Medical University of Warsaw, Warsaw, Poland; Translational Medicine Group, Pomeranian Medical University, Szczecin, Poland; European Reference Network on Hepatological Diseases (ERN RARE-LIVER), Germany
| | - Richard Taubert
- Department of Gastroenterology, Hepatology and Endocrinology, Hannover Medical School, Hannover, Germany; European Reference Network on Hepatological Diseases (ERN RARE-LIVER), Germany
| | - Marcial Sebode
- I. Department of Medicine, University Medical Centre Hamburg-Eppendorf, Hamburg, Germany; European Reference Network on Hepatological Diseases (ERN RARE-LIVER), Germany
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Briggs FBS, Sept C. Mining Complex Genetic Patterns Conferring Multiple Sclerosis Risk. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:ijerph18052518. [PMID: 33802599 PMCID: PMC7967327 DOI: 10.3390/ijerph18052518] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/30/2021] [Revised: 02/23/2021] [Accepted: 03/02/2021] [Indexed: 01/21/2023]
Abstract
(1) Background: Complex genetic relationships, including gene-gene (G × G; epistasis), gene(n), and gene-environment (G × E) interactions, explain a substantial portion of the heritability in multiple sclerosis (MS). Machine learning and data mining methods are promising approaches for uncovering higher order genetic relationships, but their use in MS have been limited. (2) Methods: Association rule mining (ARM), a combinatorial rule-based machine learning algorithm, was applied to genetic data for non-Latinx MS cases (n = 207) and controls (n = 179). The objective was to identify patterns (rules) amongst the known MS risk variants, including HLA-DRB1*15:01 presence, HLA-A*02:01 absence, and 194 of the 200 common autosomal variants. Probabilistic measures (confidence and support) were used to mine rules. (3) Results: 114 rules met minimum requirements of 80% confidence and 5% support. The top ranking rule by confidence consisted of HLA-DRB1*15:01, SLC30A7-rs56678847 and AC093277.1-rs6880809; carriers of these variants had a significantly greater risk for MS (odds ratio = 20.2, 95% CI: 8.5, 37.5; p = 4 × 10−9). Several variants were shared across rules, the most common was INTS8-rs78727559, which was in 32.5% of rules. (4) Conclusions: In summary, we demonstrate evidence that specific combinations of MS risk variants disproportionately confer elevated risk by applying a robust analytical framework to a modestly sized study population.
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Affiliation(s)
- Farren B. S. Briggs
- Department of Population and Quantitative Health Sciences, School of Medicine, Case Western Reserve University, 2103 Cornell Rd, Cleveland, OH 44106, USA
- Correspondence: ; Tel.: +1-216-368-5636
| | - Corriene Sept
- Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA 02115, USA;
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Gatta V, Mengod G, Reale M, Tata AM. Possible Correlation between Cholinergic System Alterations and Neuro/Inflammation in Multiple Sclerosis. Biomedicines 2020; 8:E153. [PMID: 32521719 PMCID: PMC7345633 DOI: 10.3390/biomedicines8060153] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2020] [Revised: 06/05/2020] [Accepted: 06/06/2020] [Indexed: 02/06/2023] Open
Abstract
Multiple sclerosis (MS) is an autoimmune and demyelinating disease of the central nervous system. Although the etiology of MS is still unknown, both genetic and environmental factors contribute to the pathogenesis of the disease. Acetylcholine participates in the modulation of central and peripheral inflammation. The cells of the immune system, as well as microglia, astrocytes and oligodendrocytes express cholinergic markers and receptors of muscarinic and nicotinic type. The role played by acetylcholine in MS has been recently investigated. In the present review, we summarize the evidence indicating the cholinergic dysfunction in serum and cerebrospinal fluid of relapsing-remitting (RR)-MS patients and in the brains of the MS animal model experimental autoimmune encephalomyelitis (EAE). The correlation between the increased activity of the cholinergic hydrolyzing enzymes acetylcholinesterase and butyrylcholinesterase, the reduced levels of acetylcholine and the increase of pro-inflammatory cytokines production were recently described in immune cells of MS patients. Moreover, the genetic polymorphisms for both hydrolyzing enzymes and the possible correlation with the altered levels of their enzymatic activity have been also reported. Finally, the changes in cholinergic markers expression in the central nervous system of EAE mice in peak and chronic phases suggest the involvement of the acetylcholine also in neuro-inflammatory processes.
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Affiliation(s)
- Valentina Gatta
- Department of Psychological, Health and Territorial Sciences, School of Medicine and Health Sciences, “G. d’Annunzio” University, 66100 Chieti, Italy;
| | | | - Marcella Reale
- Department of Medical, Oral and Biotechnological Science, University “G. d’Annunzio” Chieti-Pescara, 66100 Chieti, Italy;
| | - Ada Maria Tata
- Department of Biology and Biotechnologies C. Darwin, “Sapienza” University of Rome, 00185 Rome, Italy
- Research Center of Neurobiology Daniel Bovet, “Sapienza” University of Rome, 00185 Rome, Italy
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