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Persely A, Beszedics B, Paloczi K, Piroska M, Alijanpourotaghsara A, Strelnikov D, Vessal A, Szabo H, Hernyes A, Zoldi L, Jokkel Z, Fekete A, Juhasz J, Makra N, Szabo D, Buzas E, Tarnoki AD, Tarnoki DL. Analysis of Genetic and MRI Changes, Blood Markers, and Risk Factors in a Twin Pair Discordant of Progressive Supranuclear Palsy. Medicina (Kaunas) 2023; 59:1696. [PMID: 37893413 PMCID: PMC10608279 DOI: 10.3390/medicina59101696] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/24/2023] [Revised: 09/14/2023] [Accepted: 09/19/2023] [Indexed: 10/29/2023]
Abstract
Background and Objectives: Progressive supranuclear palsy (PSP) is a neurodegenerative disease, a tauopathy, which results in a wide clinical spectrum of neurological symptoms. The diagnosis is mostly based on clinical signs and neuroimaging; however, possible biomarkers for screening have been under investigation, and the role of the gut microbiome is unknown. The aim of our study was to identify potential blood biomarkers and observe variations in the gut microbiome within a PSP discordant monozygotic twin pair. Materials and Methods: Anthropometric measurements, neuropsychological tests, and the neurological state were evaluated. Blood was collected for metabolic profiling and for the detection of neurodegenerative and vascular biomarkers. Both the gut microbiome and brain MRI results were thoroughly examined. Results: We found a relevant difference between alpha-synuclein levels and moderate difference in the levels of MMP-2, MB, Apo-A1, Apo-CIII, and Apo-H. With respect to the ratios, a small difference was observed for ApoA1/SAA and ApoB/ApoA1. Using a microbiome analysis, we also discovered a relative dysbiosis, and the MRI results revealed midbrain and frontoparietal cortical atrophy along with a reduction in overall brain volumes and an increase in white matter lesions in the affected twin. Conclusions: We observed significant differences between the unaffected and affected twins in some risk factors and blood biomarkers, along with disparities in the gut microbiome. Additionally, we detected abnormalities in brain MRI results and alterations in cognitive functions.
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Affiliation(s)
- Aliz Persely
- Medical Imaging Centre, Semmelweis University, 1082 Budapest, Hungary; (A.P.); (B.B.); (M.P.); (A.A.); (D.S.); (A.V.); (H.S.); (A.H.); (L.Z.); (Z.J.); (A.F.); (A.D.T.)
- Neurology Department, Medical Centre Hungarian Defence Forces, 1134 Budapest, Hungary
| | - Beatrix Beszedics
- Medical Imaging Centre, Semmelweis University, 1082 Budapest, Hungary; (A.P.); (B.B.); (M.P.); (A.A.); (D.S.); (A.V.); (H.S.); (A.H.); (L.Z.); (Z.J.); (A.F.); (A.D.T.)
| | - Krisztina Paloczi
- Department of Genetics, Cell- and Immunobiology, Semmelweis University, 1085 Budapest, Hungary; (K.P.); (E.B.)
| | - Marton Piroska
- Medical Imaging Centre, Semmelweis University, 1082 Budapest, Hungary; (A.P.); (B.B.); (M.P.); (A.A.); (D.S.); (A.V.); (H.S.); (A.H.); (L.Z.); (Z.J.); (A.F.); (A.D.T.)
| | - Amirreza Alijanpourotaghsara
- Medical Imaging Centre, Semmelweis University, 1082 Budapest, Hungary; (A.P.); (B.B.); (M.P.); (A.A.); (D.S.); (A.V.); (H.S.); (A.H.); (L.Z.); (Z.J.); (A.F.); (A.D.T.)
| | - David Strelnikov
- Medical Imaging Centre, Semmelweis University, 1082 Budapest, Hungary; (A.P.); (B.B.); (M.P.); (A.A.); (D.S.); (A.V.); (H.S.); (A.H.); (L.Z.); (Z.J.); (A.F.); (A.D.T.)
| | - Arsalan Vessal
- Medical Imaging Centre, Semmelweis University, 1082 Budapest, Hungary; (A.P.); (B.B.); (M.P.); (A.A.); (D.S.); (A.V.); (H.S.); (A.H.); (L.Z.); (Z.J.); (A.F.); (A.D.T.)
| | - Helga Szabo
- Medical Imaging Centre, Semmelweis University, 1082 Budapest, Hungary; (A.P.); (B.B.); (M.P.); (A.A.); (D.S.); (A.V.); (H.S.); (A.H.); (L.Z.); (Z.J.); (A.F.); (A.D.T.)
- Central Radiological Diagnostic Department, Medical Centre Hungarian Defence Forces, 1134 Budapest, Hungary
| | - Anita Hernyes
- Medical Imaging Centre, Semmelweis University, 1082 Budapest, Hungary; (A.P.); (B.B.); (M.P.); (A.A.); (D.S.); (A.V.); (H.S.); (A.H.); (L.Z.); (Z.J.); (A.F.); (A.D.T.)
| | - Luca Zoldi
- Medical Imaging Centre, Semmelweis University, 1082 Budapest, Hungary; (A.P.); (B.B.); (M.P.); (A.A.); (D.S.); (A.V.); (H.S.); (A.H.); (L.Z.); (Z.J.); (A.F.); (A.D.T.)
| | - Zsofia Jokkel
- Medical Imaging Centre, Semmelweis University, 1082 Budapest, Hungary; (A.P.); (B.B.); (M.P.); (A.A.); (D.S.); (A.V.); (H.S.); (A.H.); (L.Z.); (Z.J.); (A.F.); (A.D.T.)
| | - Andrea Fekete
- Medical Imaging Centre, Semmelweis University, 1082 Budapest, Hungary; (A.P.); (B.B.); (M.P.); (A.A.); (D.S.); (A.V.); (H.S.); (A.H.); (L.Z.); (Z.J.); (A.F.); (A.D.T.)
| | - Janos Juhasz
- Institute of Medical Microbiology, Semmelweis University, 1085 Budapest, Hungary; (J.J.); (N.M.); (D.S.)
- Faculty of Information Technology and Bionics, Pazmany Peter Catholic University, 1085 Budapest, Hungary
| | - Nora Makra
- Institute of Medical Microbiology, Semmelweis University, 1085 Budapest, Hungary; (J.J.); (N.M.); (D.S.)
| | - Dora Szabo
- Institute of Medical Microbiology, Semmelweis University, 1085 Budapest, Hungary; (J.J.); (N.M.); (D.S.)
| | - Edit Buzas
- Department of Genetics, Cell- and Immunobiology, Semmelweis University, 1085 Budapest, Hungary; (K.P.); (E.B.)
| | - Adam Domonkos Tarnoki
- Medical Imaging Centre, Semmelweis University, 1082 Budapest, Hungary; (A.P.); (B.B.); (M.P.); (A.A.); (D.S.); (A.V.); (H.S.); (A.H.); (L.Z.); (Z.J.); (A.F.); (A.D.T.)
| | - David Laszlo Tarnoki
- Medical Imaging Centre, Semmelweis University, 1082 Budapest, Hungary; (A.P.); (B.B.); (M.P.); (A.A.); (D.S.); (A.V.); (H.S.); (A.H.); (L.Z.); (Z.J.); (A.F.); (A.D.T.)
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Strelnikov D, Alijanpourotaghsara A, Piroska M, Szalontai L, Forgo B, Jokkel Z, Persely A, Hernyes A, Kozak LR, Szabo A, Maurovich-Horvat P, Tarnoki DL, Tarnoki AD. Heritability of Subcortical Grey Matter Structures. Medicina (Kaunas) 2022; 58:1687. [PMID: 36422226 PMCID: PMC9696305 DOI: 10.3390/medicina58111687] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/02/2022] [Revised: 11/10/2022] [Accepted: 11/17/2022] [Indexed: 02/03/2024]
Abstract
Background and Objectives: Subcortical grey matter structures play essential roles in cognitive, affective, social, and motoric functions in humans. Their volume changes with age, and decreased volumes have been linked with many neuropsychiatric disorders. The aim of our study was to examine the heritability of six subcortical brain volumes (the amygdala, caudate nucleus, pallidum, putamen, thalamus, and nucleus accumbens) and four general brain volumes (the total intra-cranial volume and the grey matter, white matter, and cerebrospinal fluid (CSF) volume) in twins. Materials and Methods: A total of 118 healthy adult twins from the Hungarian Twin Registry (86 monozygotic and 32 dizygotic; median age 50 ± 27 years) underwent brain magnetic resonance imaging. Two automated volumetry pipelines, Computational Anatomy Toolbox 12 (CAT12) and volBrain, were used to calculate the subcortical and general brain volumes from three-dimensional T1-weighted images. Age- and sex-adjusted monozygotic and dizygotic intra-pair correlations were calculated, and the univariate ACE model was applied. Pearson's correlation test was used to compare the results obtained by the two pipelines. Results: The age- and sex-adjusted heritability estimates, using CAT12 for the amygdala, caudate nucleus, pallidum, putamen, and nucleus accumbens, were between 0.75 and 0.95. The thalamus volume was more strongly influenced by common environmental factors (C = 0.45-0.73). The heritability estimates, using volBrain, were between 0.69 and 0.92 for the nucleus accumbens, pallidum, putamen, right amygdala, and caudate nucleus. The left amygdala and thalamus were more strongly influenced by common environmental factors (C = 0.72-0.85). A strong correlation between CAT12 and volBrain (r = 0.74-0.94) was obtained for all volumes. Conclusions: The majority of examined subcortical volumes appeared to be strongly heritable. The thalamus was more strongly influenced by common environmental factors when investigated with both segmentation methods. Our results underline the importance of identifying the relevant genes responsible for variations in the subcortical structure volume and associated diseases.
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Affiliation(s)
- David Strelnikov
- Medical Imaging Centre, Semmelweis University, 1082 Budapest, Hungary
| | | | - Marton Piroska
- Medical Imaging Centre, Semmelweis University, 1082 Budapest, Hungary
| | - Laszlo Szalontai
- Medical Imaging Centre, Semmelweis University, 1082 Budapest, Hungary
| | - Bianka Forgo
- Department of Radiology, Faculty of Medicine and Health, Örebro University, 702 81 Örebro, Sweden
| | - Zsofia Jokkel
- Medical Imaging Centre, Semmelweis University, 1082 Budapest, Hungary
| | - Alíz Persely
- Medical Imaging Centre, Semmelweis University, 1082 Budapest, Hungary
| | - Anita Hernyes
- Medical Imaging Centre, Semmelweis University, 1082 Budapest, Hungary
| | | | - Adam Szabo
- Medical Imaging Centre, Semmelweis University, 1082 Budapest, Hungary
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Medda E, Fagnani C, Alessandri G, Baracchini C, Hernyes A, Lucatelli P, Pucci G, Tarnoki AD, Tarnoki DL, Stazi MA. Association between personality profile and subclinical atherosclerosis: The role of genes and environment. Int J Cardiol 2020; 316:236-239. [PMID: 32442593 DOI: 10.1016/j.ijcard.2020.05.034] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/31/2020] [Revised: 04/30/2020] [Accepted: 05/13/2020] [Indexed: 11/15/2022]
Abstract
BACKGROUND The mechanism underlying the association between personality profile and subclinical atherosclerosis is poorly understood. This study explores the association between personality, carotid atherosclerosis and arterial stiffness, and the contribution of genes and environment to this association. METHODS Early atherosclerotic traits, including carotid intima-media thickness (CCA-IMT), aortic pulse wave velocity (PWVao) and heart rate, were assessed in 318 adult twins, who also completed a Big Five personality questionnaire. Using the co-twin control approach, the association between intra-pair differences in clinical and personality scores was assessed in dizygotic (DZ) and monozygotic (MZ) twins separately. RESULTS An association between CCA-IMT and extroverted personality, as well as between PWVao and openness to experience was detected. The inverse association between CCA-IMT and extraversion was persistent in DZ and disappeared in MZ twins, suggesting genetic confounding. In contrast, the association between PWVao and openness to experience was of the same magnitude in DZ and MZ twins, thus surviving the adjustment for genetic and shared environmental factors. CONCLUSIONS This study highlights that the association between some psychological factors and cardiovascular traits may be partly explained by genetic factors. This result may provide support for the feasibility of prevention programs based on assessing familiarity for personality disorders to detect genetic risk for subclinical cardiovascular disease.
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Affiliation(s)
- Emanuela Medda
- Centre for Behavioural Sciences and Mental Health, Istituto Superiore di Sanità, Viale Regina Elena 299, 00161 Rome, Italy.
| | - Corrado Fagnani
- Centre for Behavioural Sciences and Mental Health, Istituto Superiore di Sanità, Viale Regina Elena 299, 00161 Rome, Italy.
| | - Guido Alessandri
- Department of Psychology, University of Rome "Sapienza", Via dei Marsi 78, 00185 Rome, Italy.
| | - Claudio Baracchini
- Department of Neuroscience, University of Padua School of Medicine, Via Giustiniani 5, 35128 Padua, Italy
| | - Anita Hernyes
- Medical Imaging Centre, Semmelweis University, Üllői út 26, H-1085 Budapest, Hungary
| | - Pierleone Lucatelli
- Department of Radiological Oncological and Anatomo-Pathological Sciences, University of Rome "Sapienza", Viale del Policlinico 155, 00161 Rome, Italy
| | - Giacomo Pucci
- Department of Medicine, University of Perugia, Piazzale Tristano di Joannuccio, 1, Terni, Italy
| | - Adam D Tarnoki
- Medical Imaging Centre, Semmelweis University, Üllői út 26, H-1085 Budapest, Hungary
| | - David L Tarnoki
- Medical Imaging Centre, Semmelweis University, Üllői út 26, H-1085 Budapest, Hungary
| | - Maria Antonietta Stazi
- Centre for Behavioural Sciences and Mental Health, Istituto Superiore di Sanità, Viale Regina Elena 299, 00161 Rome, Italy.
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Tarnoki DL, Szabo H, Gyulay K, Jokkel Z, Debreceni R, Janositz G, Hernyes A, Berczi V, Tarnoki AD. P121 Background of the Development of Carotid and Femoral Atherosclerotic Plaques in Twins. Artery Res 2020. [DOI: 10.2991/artres.k.191224.147] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/01/2022] Open
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Domonkos Tarnoki A, Debreceni R, Janositz G, Gyulay K, Zsofia J, Berczi V, Szabo H, Hernyes A, Laszlo Tarnoki D. P30 Interplay of Genetic and Environmental Factors Determining Carotid and Femoral Intima-media Thickness and Plaques. Artery Res 2020. [DOI: 10.2991/artres.k.191224.063] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/01/2022] Open
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Tarnoki AD, Szalontai L, Fagnani C, Tarnoki DL, Lucatelli P, Maurovich-Horvat P, Jermendy AL, Kovacs A, Molnar AA, Godor E, Fejer B, Hernyes A, Cirelli C, Fanelli F, Farina F, Baracchini C, Meneghetti G, Gyarmathy AV, Jermendy G, Merkely B, Pucci G, Schillaci G, Stazi MA, Medda E. Genetic and environmental factors on heart rate, mean arterial pressure and carotid intima-media thickness: A longitudinal twin study. Cardiol J 2019; 28:431-438. [PMID: 31489962 DOI: 10.5603/cj.a2019.0089] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2018] [Revised: 03/14/2019] [Accepted: 05/03/2019] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND Heart rate (HR), mean arterial pressure (MAP) and carotid intima-media thickness (cIMT) are moderately heritable cardiovascular traits, but the environmental effects on the longitudinal change of their heritability have never been investigated. METHODS 368 Italian and Hungarian twins (107 monozygotic, 77 dizygotic) underwent oscillometric measurement and B-mode sonography of bilateral carotid arteries in 2009/2010 and 2014. Within- -individual/cross-study wave, cross-twin/within-study wave and cross-twin/cross-study wave correlations were estimated, and bivariate Cholesky models were fitted to decompose the total variance at each wave and covariance between study waves into additive genetic, shared and unique environmental components. RESULTS For each trait, a moderate longitudinal stability was observed, with within-individual/crosswave correlations of 0.42 (95% CI: 0.33-0.51) for HR, 0.34 (95% CI: 0.24-0.43) for MAP, and 0.23 (95% CI: 0.12-0.33) for cIMT. Cross-twin/cross-wave correlations in monozygotic pairs were all significant and substantially higher than the corresponding dizygotic correlations. Genetic continuity was the main source of longitudinal stability, with across-time genetic correlations of 0.52 (95% CI: 0.29-0.71) for HR, 0.56 (95% CI: 0.31-0.81) for MAP, and 0.36 (95% CI: 0.07-0.64) for cIMT. Overlapping genetic factors explained respectively 57%, 77%, and 68% of the longitudinal covariance of the HR, MAP and cIMT traits. CONCLUSIONS Genetic factors have a substantial role in the longitudinal change of HR, MAP and cIMT; however, the influence of unique environmental factors remains relevant. Further studies should better elucidate whether epigenetic mechanisms have a role in influencing the stability of the investigated traits over time.
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Affiliation(s)
- Adam D Tarnoki
- Department of Radiology, Semmelweis University, 78/a Ulloi street, H-1082 Budapest, Hungary.,Hungarian Twin Registry, 29 Erdélyi street, 1212 Budapest, Hungary
| | - Laszlo Szalontai
- Department of Radiology, Semmelweis University, 78/a Ulloi street, H-1082 Budapest, Hungary.
| | - Corrado Fagnani
- Italian Twin Registry, Centre for Behavioural Sciences and Mental Health; Istituto Superiore di Sanità, Viale Regina Elena 299, 00161 Rome, Italy
| | - David L Tarnoki
- Department of Radiology, Semmelweis University, 78/a Ulloi street, H-1082 Budapest, Hungary.,Hungarian Twin Registry, 29 Erdélyi street, 1212 Budapest, Hungary
| | - Pierleone Lucatelli
- Vascular and Interventional Radiology Unit, Department of Radiological, Oncological and Anatomo-Pathological Sciences, Sapienza University of Rome, Viale Regina Elena 324, 00161 Rome, Italy
| | - Pal Maurovich-Horvat
- MTA-SE Cardiovascular Imaging Research Group, Heart and Vascular Center, Semmelweis University, 18 Hataror street, 1122 Budapest, Hungary
| | - Adam L Jermendy
- MTA-SE Cardiovascular Imaging Research Group, Heart and Vascular Center, Semmelweis University, 18 Hataror street, 1122 Budapest, Hungary
| | - Attila Kovacs
- MTA-SE Cardiovascular Imaging Research Group, Heart and Vascular Center, Semmelweis University, 18 Hataror street, 1122 Budapest, Hungary
| | - Andrea Agnes Molnar
- MTA-SE Cardiovascular Imaging Research Group, Heart and Vascular Center, Semmelweis University, 18 Hataror street, 1122 Budapest, Hungary
| | - Erika Godor
- Department of Radiology, Semmelweis University, 78/a Ulloi street, H-1082 Budapest, Hungary
| | - Bence Fejer
- Department of Radiology, Semmelweis University, 78/a Ulloi street, H-1082 Budapest, Hungary
| | - Anita Hernyes
- Department of Radiology, Semmelweis University, 78/a Ulloi street, H-1082 Budapest, Hungary
| | - Carlo Cirelli
- Vascular and Interventional Radiology Unit, Department of Radiological, Oncological and Anatomo-Pathological Sciences, Sapienza University of Rome, Viale Regina Elena 324, 00161 Rome, Italy
| | - Fabrizio Fanelli
- Vascular and Interventional Radiology Unit, Department of Radiological, Oncological and Anatomo-Pathological Sciences, Sapienza University of Rome, Viale Regina Elena 324, 00161 Rome, Italy
| | - Filippo Farina
- Department of Neurosciences, University of Padua School of Medicine, Via Giustiniani 5, 35128 Padova, Italy
| | - Claudio Baracchini
- Department of Neurosciences, University of Padua School of Medicine, Via Giustiniani 5, 35128 Padova, Italy
| | - Giorgio Meneghetti
- Department of Neurosciences, University of Padua School of Medicine, Via Giustiniani 5, 35128 Padova, Italy
| | - Anna V Gyarmathy
- Johns Hopkins Bloomberg School of Public Health, 615 N Wolfe St, MD 21205 Baltimore, United States
| | - Gyorgy Jermendy
- 3rd Department of Internal Medicine, Bajcsy Zsilinszky Hospital, 89-91 Maglódi street, 1106 Budapest, Hungary
| | - Bela Merkely
- MTA-SE Cardiovascular Imaging Research Group, Heart and Vascular Center, Semmelweis University, 18 Hataror street, 1122 Budapest, Hungary
| | - Giacomo Pucci
- Università di Perugia, Unità di Medicina Interna, Ospedale, Viale Tristano di Joannuccio 1, 05100 Terni, Italy.,Struttura Complessa di Medicina Interna, Azienda Ospedaliero-Universitaria di Terni, Terni, Italy
| | - Giuseppe Schillaci
- Università di Perugia, Unità di Medicina Interna, Ospedale, Viale Tristano di Joannuccio 1, 05100 Terni, Italy
| | - Maria A Stazi
- Italian Twin Registry, Centre for Behavioural Sciences and Mental Health; Istituto Superiore di Sanità, Viale Regina Elena 299, 00161 Rome, Italy
| | - Emanuela Medda
- Italian Twin Registry, Centre for Behavioural Sciences and Mental Health; Istituto Superiore di Sanità, Viale Regina Elena 299, 00161 Rome, Italy
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