Marton Piroska
Current Organizations / Institutes
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Research Subjects
Research Interests
Marton Piroska has a total of 67 co-authors. Here are the top co-authors by number of shared publications:
- Adam Domonkos Tarnoki
Medical Imaging Centre, Semmelweis University, 1082 Budapest, Hungary
14 shared publications - David Laszlo Tarnoki
Medical Imaging Centre, Semmelweis University, 1082 Budapest, Hungary
14 shared publications - Zsofia Jokkel
Medical Imaging Centre, Semmelweis University, 1082 Budapest, Hungary
9 shared publications - Anita Hernyes
Medical Imaging Centre, Semmelweis University, 1082 Budapest, Hungary
7 shared publications - Helga Szabo
Medical Imaging Centre, Semmelweis University, 1082 Budapest, Hungary
7 shared publications - Bianka Forgo
Department of Clinical Neuroscience Karolinska Institute Stockholm Sweden
6 shared publications
Latest Publications
- Open Access
The Role of Gut Microbiome in Mild Cognitive Impairment: A Twin Study
Background and Objectives: Recent studies have revealed the potential roles of gut microbiota and microbial metabolites in influencing mild cognitive impairment (MCI) and Alzheimer’s disease via the gut–brain axis. This relationship has not yet been investigated in monozygotic twin pairs, which represent an ideal model for minimizing genetic confounding. Materials and Methods: Seven twin pairs discordant for ACE and 15 for MoCA were enrolled. Stool samples were subjected to 16S ribosomal RNA-based microbiome analysis. Results: No significant differences in alpha or beta diversity were observed between MCI-discordant twin pairs at the genus or family level. The most robust finding was a significantly lower abundance of Lachnospiraceae in MCI-affected twins, identified independently by ANCOM-BC and LEfSe. Additional exploratory findings included higher abundances of Sutterella, Succinivibrio, Odoribacter, and Ruminococcus. However, several taxa showed opposing patterns between ACE- and MoCA-derived cohorts, highlighting the methodological impact of cognitive instrument selection. Conclusions: The convergent reduction of Lachnospiraceae across two independent analytical methods represents the most substantive finding. The remaining results are exploratory, limited by small sample size, restricted statistical power, and lack of availability to fully control for dietary habits, physical activity, and medication use. Validation in larger longitudinal twin cohorts with a standardized cognitive assessment is warranted.
Open AccessThe Role of Gut Microbiome in Mild Cognitive Impairment: A Twin Study
Background and Objectives: Recent studies have revealed the potential roles of gut microbiota and microbial metabolites in influencing mild cognitive impairment (MCI) and Alzheimer’s disease via the gut–brain axis. This relationship has not yet been investigated in monozygotic twin pairs, which represent an ideal model for minimizing genetic confounding. Materials and Methods: Seven twin pairs discordant for ACE and 15 for MoCA were enrolled. Stool samples were subjected to 16S ribosomal RNA-based microbiome analysis. Results: No significant differences in alpha or beta diversity were observed between MCI-discordant twin pairs at the genus or family level. The most robust finding was a significantly lower abundance of Lachnospiraceae in MCI-affected twins, identified independently by ANCOM-BC and LEfSe. Additional exploratory findings included higher abundances of Sutterella, Succinivibrio, Odoribacter, and Ruminococcus. However, several taxa showed opposing patterns between ACE- and MoCA-derived cohorts, highlighting the methodological impact of cognitive instrument selection. Conclusions: The convergent reduction of Lachnospiraceae across two independent analytical methods represents the most substantive finding. The remaining results are exploratory, limited by small sample size, restricted statistical power, and lack of availability to fully control for dietary habits, physical activity, and medication use. Validation in larger longitudinal twin cohorts with a standardized cognitive assessment is warranted.
- Open Access
- 26 June 2025
- Published by Akademiai Kiado Zrt. in Imaging
- Vol. 17 (1) , 88
Addendum to: Brown adipose tissue activation in paediatric and adolescent oncological (Hodgkin lymphoma or sarcoma) cases visualised on FDG PET/CT
"Addendum to: Brown adipose tissue activation in paediatric and adolescent oncological (Hodgkin lymphoma or sarcoma) cases visualised on FDG PET/CT" published on 06 May 2025 by Akadémiai Kiadó.
- 26 June 2025
- Published by Akademiai Kiado Zrt. in Imaging
- Vol. 17 (1) , 88
Open AccessAddendum to: Brown adipose tissue activation in paediatric and adolescent oncological (Hodgkin lymphoma or sarcoma) cases visualised on FDG PET/CT
"Addendum to: Brown adipose tissue activation in paediatric and adolescent oncological (Hodgkin lymphoma or sarcoma) cases visualised on FDG PET/CT" published on 06 May 2025 by Akadémiai Kiadó.
- Open Access
Morphometric Analysis of Neocortical and Infratentorial Structures: Genetic and Environmental Insights from a Twin Neuroanatomical Study
Background and Objective: Brain morphometry is shaped by a complex interplay of genetic and environmental factors, including physiological and neuropsychiatric conditions. These influences can vary across distinct brain regions, yet the precise contributions of genetics and environment to regional variation in healthy brains remain poorly understood. This study examines the heritability of specific brain structures to provide deeper insights into their development. Materials and Methods: We studied 118 healthy adult twins from the Hungarian Twin Registry using T1-weighted magnetic resonance imaging (T1W MRI) and the volBrain pipeline for structural measurements. Results: In all regions, monozygotic (MZ) twins showed a higher resemblance than dizygotic (DZ) twins in total brainstem and cerebellar volumes, with significant heritability (A: 90.5–92.6%) and minimal unique environmental effects (E: Conclusions: Genetics strongly influence cortical gray matter volume in supratentorial regions (both total and regional), as well as the total brainstem volume and the total and cortical gray matter volumes of the cerebellum in infratentorial regions. This genetic influence extends to the average cortical thickness of the parietal lobe, post-central gyrus, and occipital lobe, while the frontal lobe, temporal lobe, and pre-central gyrus are more affected by environmental factors. These findings emphasize the importance of understanding region-specific genetic and environmental contributions to brain structure, which could guide personalized therapeutic and preventive strategies for neurological conditions.
Open AccessMorphometric Analysis of Neocortical and Infratentorial Structures: Genetic and Environmental Insights from a Twin Neuroanatomical Study
Background and Objective: Brain morphometry is shaped by a complex interplay of genetic and environmental factors, including physiological and neuropsychiatric conditions. These influences can vary across distinct brain regions, yet the precise contributions of genetics and environment to regional variation in healthy brains remain poorly understood. This study examines the heritability of specific brain structures to provide deeper insights into their development. Materials and Methods: We studied 118 healthy adult twins from the Hungarian Twin Registry using T1-weighted magnetic resonance imaging (T1W MRI) and the volBrain pipeline for structural measurements. Results: In all regions, monozygotic (MZ) twins showed a higher resemblance than dizygotic (DZ) twins in total brainstem and cerebellar volumes, with significant heritability (A: 90.5–92.6%) and minimal unique environmental effects (E: Conclusions: Genetics strongly influence cortical gray matter volume in supratentorial regions (both total and regional), as well as the total brainstem volume and the total and cortical gray matter volumes of the cerebellum in infratentorial regions. This genetic influence extends to the average cortical thickness of the parietal lobe, post-central gyrus, and occipital lobe, while the frontal lobe, temporal lobe, and pre-central gyrus are more affected by environmental factors. These findings emphasize the importance of understanding region-specific genetic and environmental contributions to brain structure, which could guide personalized therapeutic and preventive strategies for neurological conditions.
- Open Access
- 16 December 2024
- Published by Akademiai Kiado Zrt. in Imaging
- Vol. 16 (2) , 101-108
Brown adipose tissue activation in paediatric and adolescent oncological (Hodgkin lymphoma or sarcoma) cases visualised on FDG PET/CT
Objective: We aimed to study the possible factors influencing visualisation of brown adipose tissue (BAT) on FDG PET/CT at diagnosis in children.Method: A total of 92 children or adolescents were included (63 patients with Hodgkin lymphoma (HL) and 29 patients with sarcoma). We examined FDG PET/CT images obtained at diagnosis and searched for FDG uptake in BAT. We analysed the relationship between BAT activation and different possible influencing factors, such as age, sex, outside temperature or season, histological type of malignancy (HL or sarcoma), and volumetric and metabolic values of the tumour tissue. Mann-Whitney, Chi-2 and Fischer's exact tests, and logistic regression analysis were used.Results: We found no significant difference in the BAT activation frequency between patients with HL and those with sarcoma (P = 0.12). BAT visualization on FDG PET/CT in the HL subgroup showed a trend towards lower TMTV (P = 0.06) and TLG (P = 0.09).The logistic regression analysis did not show a significant correlation between BAT visualisation on FDG PET/CT and TMTV values.In terms of age, we found a slightly significant correlation for the whole group (P = 0.06) and for the subgroup of HL patients (P = 0.04) in logistic regression. In terms of seasons, the majority (45%) of BAT positive cases were found in autumn.Conclusions: BAT visualisation may be associated with a low HL tumour mass. Multivariate analysis revealed a correlation between BAT activation and age in paediatric patients. BAT visualisation do not differ between boys and girls.
- 16 December 2024
- Published by Akademiai Kiado Zrt. in Imaging
- Vol. 16 (2) , 101-108
Open AccessBrown adipose tissue activation in paediatric and adolescent oncological (Hodgkin lymphoma or sarcoma) cases visualised on FDG PET/CT
Objective: We aimed to study the possible factors influencing visualisation of brown adipose tissue (BAT) on FDG PET/CT at diagnosis in children.Method: A total of 92 children or adolescents were included (63 patients with Hodgkin lymphoma (HL) and 29 patients with sarcoma). We examined FDG PET/CT images obtained at diagnosis and searched for FDG uptake in BAT. We analysed the relationship between BAT activation and different possible influencing factors, such as age, sex, outside temperature or season, histological type of malignancy (HL or sarcoma), and volumetric and metabolic values of the tumour tissue. Mann-Whitney, Chi-2 and Fischer's exact tests, and logistic regression analysis were used.Results: We found no significant difference in the BAT activation frequency between patients with HL and those with sarcoma (P = 0.12). BAT visualization on FDG PET/CT in the HL subgroup showed a trend towards lower TMTV (P = 0.06) and TLG (P = 0.09).The logistic regression analysis did not show a significant correlation between BAT visualisation on FDG PET/CT and TMTV values.In terms of age, we found a slightly significant correlation for the whole group (P = 0.06) and for the subgroup of HL patients (P = 0.04) in logistic regression. In terms of seasons, the majority (45%) of BAT positive cases were found in autumn.Conclusions: BAT visualisation may be associated with a low HL tumour mass. Multivariate analysis revealed a correlation between BAT activation and age in paediatric patients. BAT visualisation do not differ between boys and girls.
- Open Access
Analysis of Genetic and MRI Changes, Blood Markers, and Risk Factors in a Twin Pair Discordant of Progressive Supranuclear Palsy
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.
Open AccessAnalysis of Genetic and MRI Changes, Blood Markers, and Risk Factors in a Twin Pair Discordant of Progressive Supranuclear Palsy
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.
- Open Access
- 3 September 2023
- Published by MDPI AG in Applied Sciences
- Vol. 13 (17) , 9953
Parapharyngeal Fat Tissue Accumulation and Its Association with Carotid Intima-Media Thickness in Discordant Twin Pairs
Background: Recurrent upper airway obstruction during sleep is a common feature of obstructive sleep apnea (OSA). Risk factors for the development of OSA include obesity, male gender and smoking. In addition, anatomical factors contribute to the development of the disease; however, the heritability of the anatomical structures that determine upper airway narrowing is poorly understood. In this study, we aimed to investigate the background of anatomical structures associated with upper airway narrowing in discordant monozygotic (MZ) twin pairs. Methods: 33 adult MZ twin pairs (median age and Q1-Q3: 50 (42–56) years) from the Hungarian Twin Registry underwent head and neck MR (Philips Ingenia 1.5 T). T1- and T2-weighted images in sagittal, coronal and axial planes were used to measure cephalometric, soft tissue and adipose tissue structures. In addition, the twin pairs underwent carotid and femoral ultrasound scans (Samsung RS85) and full-body composition measurements (OMRON BF500). The analysis of discordant MZ twins for anatomical markers in relation to clinical background, blood test, vascular ultrasound and body composition results was performed using a paired permutation test. Results: We found a significant association between parapharyngeal adipose tissue area and body weight, waist circumference and metabolism (p < 0.05). Submental adipose tissue thickness showed an association with lower body muscle percentage (<0.05). Carotid intima-media thickness showed a negative association with parapharyngeal adipose tissue, tongue volume and submental adipose tissue thickness (<0.05). Conclusions: Our study found a significant association between anatomical structures potentially involved in upper airway narrowing and obesity-related markers such as weight, BMI, hip and waist circumference, and whole body composition analysis results (body fat percentage, visceral fat percentage, muscle percentage). This study may help to better understand the background of anatomical structures potentially involved in upper airway narrowing and the possible development of obstructive sleep apnea.
- 3 September 2023
- Published by MDPI AG in Applied Sciences
- Vol. 13 (17) , 9953
Open AccessParapharyngeal Fat Tissue Accumulation and Its Association with Carotid Intima-Media Thickness in Discordant Twin Pairs
Background: Recurrent upper airway obstruction during sleep is a common feature of obstructive sleep apnea (OSA). Risk factors for the development of OSA include obesity, male gender and smoking. In addition, anatomical factors contribute to the development of the disease; however, the heritability of the anatomical structures that determine upper airway narrowing is poorly understood. In this study, we aimed to investigate the background of anatomical structures associated with upper airway narrowing in discordant monozygotic (MZ) twin pairs. Methods: 33 adult MZ twin pairs (median age and Q1-Q3: 50 (42–56) years) from the Hungarian Twin Registry underwent head and neck MR (Philips Ingenia 1.5 T). T1- and T2-weighted images in sagittal, coronal and axial planes were used to measure cephalometric, soft tissue and adipose tissue structures. In addition, the twin pairs underwent carotid and femoral ultrasound scans (Samsung RS85) and full-body composition measurements (OMRON BF500). The analysis of discordant MZ twins for anatomical markers in relation to clinical background, blood test, vascular ultrasound and body composition results was performed using a paired permutation test. Results: We found a significant association between parapharyngeal adipose tissue area and body weight, waist circumference and metabolism (p < 0.05). Submental adipose tissue thickness showed an association with lower body muscle percentage (<0.05). Carotid intima-media thickness showed a negative association with parapharyngeal adipose tissue, tongue volume and submental adipose tissue thickness (<0.05). Conclusions: Our study found a significant association between anatomical structures potentially involved in upper airway narrowing and obesity-related markers such as weight, BMI, hip and waist circumference, and whole body composition analysis results (body fat percentage, visceral fat percentage, muscle percentage). This study may help to better understand the background of anatomical structures potentially involved in upper airway narrowing and the possible development of obstructive sleep apnea.
- Open Access
Heritability of Subcortical Grey Matter Structures
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.
Open AccessHeritability of Subcortical Grey Matter Structures
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.
- Open Access
- 11 November 2022
- Published by MDPI AG in Applied Sciences
- Vol. 12 (22) , 11484
The Relationship between Atherosclerosis and Gut Microbiome in Patients with Obstructive Sleep Apnoea
Background: Obstructive sleep apnoea (OSA) and gut dysbiosis are known risk factors for atherosclerosis. However, only very few studies have been focused on the relationship between OSA, atherosclerosis, and the intestinal microbiome, all in animal models. Methods: Twenty-two patients with OSA, 16 with and 6 without carotid atherosclerosis were involved in the study. After a diagnostic sleep examination, the intima media thickness (IMT) was measured and plaques were found using carotid ultrasound. Blood was also drawn for metabolic profile, and a stool sample was provided for 16S ribosomal RNA microbiome investigation. Results: An increased maximal common carotid artery (CCA) IMT was significantly associated with decreased phylum-level diversity. The level of Peptostreptococcaceae was significantly lower in atherosclerotic subjects. Some other candidate microbes appeared in the two groups at the genus level as well: Bilophila, Romboutsia, Slackia, and Veillonella in the non-atherosclerotic group; and Escherichia-Shigella, Prevotella, and Ruminococcaceae in the atherosclerotic group. Conclusions: This is the first pilot research to analyze the association between the gut microbiome and atherosclerosis in adult patients with OSA with and without carotid atherosclerosis. Dysbiosis and individual bacteria may contribute to the development of carotid atherosclerosis in patients with OSA. Further investigations are necessary to reveal a more precise background in a larger sample.
- 11 November 2022
- Published by MDPI AG in Applied Sciences
- Vol. 12 (22) , 11484
Open AccessThe Relationship between Atherosclerosis and Gut Microbiome in Patients with Obstructive Sleep Apnoea
Background: Obstructive sleep apnoea (OSA) and gut dysbiosis are known risk factors for atherosclerosis. However, only very few studies have been focused on the relationship between OSA, atherosclerosis, and the intestinal microbiome, all in animal models. Methods: Twenty-two patients with OSA, 16 with and 6 without carotid atherosclerosis were involved in the study. After a diagnostic sleep examination, the intima media thickness (IMT) was measured and plaques were found using carotid ultrasound. Blood was also drawn for metabolic profile, and a stool sample was provided for 16S ribosomal RNA microbiome investigation. Results: An increased maximal common carotid artery (CCA) IMT was significantly associated with decreased phylum-level diversity. The level of Peptostreptococcaceae was significantly lower in atherosclerotic subjects. Some other candidate microbes appeared in the two groups at the genus level as well: Bilophila, Romboutsia, Slackia, and Veillonella in the non-atherosclerotic group; and Escherichia-Shigella, Prevotella, and Ruminococcaceae in the atherosclerotic group. Conclusions: This is the first pilot research to analyze the association between the gut microbiome and atherosclerosis in adult patients with OSA with and without carotid atherosclerosis. Dysbiosis and individual bacteria may contribute to the development of carotid atherosclerosis in patients with OSA. Further investigations are necessary to reveal a more precise background in a larger sample.
- Open Access
Genetic and Environmental Effects on the Development of White Matter Hyperintensities in a Middle Age Twin Population
Introduction: White matter hyperintensities (WMH) indicate white matter brain lesions in magnetic resonance imaging (MRI), which can be used as a marker for brain aging and cerebrovascular and neurodegenerative disorders. Twin studies revealed substantial but not uniform WMH heritability in elderly twins. The objective of our study was to investigate the genetic and environmental components of WMH, as well as their importance in a healthy twin population, utilizing 3T MRI scanners in a middle-aged twin population. Methods: Brain MRI was performed on 120 healthy adult twins from the Hungarian Twin Registry on a 3T scanner (86 monozygotic, MZ and 34 dizygotic, DZ twins; median age 50 ± 26.5 years, 72.5% female and 27.5% male). The count of WMH on FLAIR images was calculated using an automated volumetry pipeline (volBrain) and human processing. The age- and sex-adjusted MZ and DZ intra-pair correlations were determined and the total variance was decomposed into genetic, shared and unique environmental components using structural equation modeling. Results: Age and sex-adjusted MZ intrapair correlations were higher than DZ correlations, indicating moderate genetic influence in each lesion (rMZ = 0.466, rDZ = −0.025 for total count; rMZ = 0.482, rDZ = 0.093 for deep white matter count; rMZ = 0.739, rDZ = 0.39 for infratentorial count; rMZ = 0.573, rDZ = 0.372 for cerebellar count and rMZ = 0.473, rDZ = 0.19 for periventricular count), indicating a moderate heritability (A = 40.3%, A = 45%, A = 72.7% and A = 55.5%and 47.2%, respectively). The rest of the variance was influenced by unique environmental effects (E between 27.3% and 59.7%, respectively). Conclusions: The number of WMH lesions is moderately influenced by genetic effects, particularly in the infratentorial region in middle-aged twins. These results suggest that the distribution of WMH in various brain regions is heterogeneous.
Open AccessGenetic and Environmental Effects on the Development of White Matter Hyperintensities in a Middle Age Twin Population
Introduction: White matter hyperintensities (WMH) indicate white matter brain lesions in magnetic resonance imaging (MRI), which can be used as a marker for brain aging and cerebrovascular and neurodegenerative disorders. Twin studies revealed substantial but not uniform WMH heritability in elderly twins. The objective of our study was to investigate the genetic and environmental components of WMH, as well as their importance in a healthy twin population, utilizing 3T MRI scanners in a middle-aged twin population. Methods: Brain MRI was performed on 120 healthy adult twins from the Hungarian Twin Registry on a 3T scanner (86 monozygotic, MZ and 34 dizygotic, DZ twins; median age 50 ± 26.5 years, 72.5% female and 27.5% male). The count of WMH on FLAIR images was calculated using an automated volumetry pipeline (volBrain) and human processing. The age- and sex-adjusted MZ and DZ intra-pair correlations were determined and the total variance was decomposed into genetic, shared and unique environmental components using structural equation modeling. Results: Age and sex-adjusted MZ intrapair correlations were higher than DZ correlations, indicating moderate genetic influence in each lesion (rMZ = 0.466, rDZ = −0.025 for total count; rMZ = 0.482, rDZ = 0.093 for deep white matter count; rMZ = 0.739, rDZ = 0.39 for infratentorial count; rMZ = 0.573, rDZ = 0.372 for cerebellar count and rMZ = 0.473, rDZ = 0.19 for periventricular count), indicating a moderate heritability (A = 40.3%, A = 45%, A = 72.7% and A = 55.5%and 47.2%, respectively). The rest of the variance was influenced by unique environmental effects (E between 27.3% and 59.7%, respectively). Conclusions: The number of WMH lesions is moderately influenced by genetic effects, particularly in the infratentorial region in middle-aged twins. These results suggest that the distribution of WMH in various brain regions is heterogeneous.
- Open Access
- 29 July 2022
- Published by MDPI AG in Applied Sciences
- Vol. 12 (15) , 7646
The Heritability of Upper Airway Dimensions Using MRI Scans in Twins
Introduction: Obstructive sleep apnea (OSA) is a common disorder characterized by the repetitive collapse of the upper airways during sleep, most likely in the oropharyngeal region. Anatomical factors significantly contribute to the disease development; however, the heritability of the upper airway dimensions, which lead to the collapsibility of the upper airways, is less known. In the current study, we aimed to quantify the impact of heritable and environmental factors on the upper airway dimensions in twins using magnetic resonance imaging (MRI). Methods: We completed head and neck MRI imaging on 110 (66 monozygotic and 44 dizygotic, age median and Q1–Q3: 53 (44–63.75) years) adult twins from the Hungarian Twin Registry. We completed cephalometric, soft tissue and fatty tissue space measurements on T1- and T2-weighted images in sagittal, coronal and axial planes. For the analysis of the genetic and environmental, the determination of the measured parameters was performed with an ACE twin statistical model. Results: We found a strong genetic determination in the anteroposterior diameter of the tongue and the thickness of the submental fatty tissue of the neck. Other parameters of the tongue, soft palate and uvula have shown moderate heritability, while we found strong environmental determination in the thickness of the parapharyngeal fatty tissue, the thickness of the pharyngeal wall, and the smallest diameter of the posterior upper airways. Conclusion: Our twin study can help better understand the genetic and environmental background of anatomical structures involved in the development of sleep apnea.
- 29 July 2022
- Published by MDPI AG in Applied Sciences
- Vol. 12 (15) , 7646
Open AccessThe Heritability of Upper Airway Dimensions Using MRI Scans in Twins
Introduction: Obstructive sleep apnea (OSA) is a common disorder characterized by the repetitive collapse of the upper airways during sleep, most likely in the oropharyngeal region. Anatomical factors significantly contribute to the disease development; however, the heritability of the upper airway dimensions, which lead to the collapsibility of the upper airways, is less known. In the current study, we aimed to quantify the impact of heritable and environmental factors on the upper airway dimensions in twins using magnetic resonance imaging (MRI). Methods: We completed head and neck MRI imaging on 110 (66 monozygotic and 44 dizygotic, age median and Q1–Q3: 53 (44–63.75) years) adult twins from the Hungarian Twin Registry. We completed cephalometric, soft tissue and fatty tissue space measurements on T1- and T2-weighted images in sagittal, coronal and axial planes. For the analysis of the genetic and environmental, the determination of the measured parameters was performed with an ACE twin statistical model. Results: We found a strong genetic determination in the anteroposterior diameter of the tongue and the thickness of the submental fatty tissue of the neck. Other parameters of the tongue, soft palate and uvula have shown moderate heritability, while we found strong environmental determination in the thickness of the parapharyngeal fatty tissue, the thickness of the pharyngeal wall, and the smallest diameter of the posterior upper airways. Conclusion: Our twin study can help better understand the genetic and environmental background of anatomical structures involved in the development of sleep apnea.