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Rai B, Naylor PE, Siqueiros-Sanchez M, Wintermark M, Raman MM, Jo B, Reiss AL, Green T. Novel effects of Ras-MAPK pathogenic variants on the developing human brain and their link to gene expression and inhibition abilities. Transl Psychiatry 2023; 13:245. [PMID: 37407569 DOI: 10.1038/s41398-023-02504-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/13/2023] [Revised: 05/27/2023] [Accepted: 06/01/2023] [Indexed: 07/07/2023] Open
Abstract
The RASopathies are genetic syndromes associated with pathogenic variants causing dysregulation of the Ras/mitogen-activated protein kinase (Ras-MAPK) pathway, essential for brain development, and increased risk for neurodevelopmental disorders. Yet, the effects of most pathogenic variants on the human brain are unknown. We examined: (1) How Ras-MAPK activating variants of PTPN11/SOS1 protein-coding genes affect brain anatomy. (2) The relationship between PTPN11 gene expression levels and brain anatomy, and (3) The relevance of subcortical anatomy to attention and memory skills affected in the RASopathies. We collected structural brain MRI and cognitive-behavioral data from 40 pre-pubertal children with Noonan syndrome (NS), caused by PTPN11 (n = 30) or SOS1 (n = 10) variants (age 8.53 ± 2.15, 25 females), and compared them to 40 age- and sex-matched typically developing controls (9.24 ± 1.62, 27 females). We identified widespread effects of NS on cortical and subcortical volumes and on determinants of cortical gray matter volume, surface area (SA), and cortical thickness (CT). In NS, we observed smaller volumes of bilateral striatum, precentral gyri, and primary visual area (d's < -0.8), and extensive effects on SA (d's > |0.8|) and CT (d's > |0.5|) relative to controls. Further, SA effects were associated with increasing PTPN11 gene expression, most prominently in the temporal lobe. Lastly, PTPN11 variants disrupted normative relationships between the striatum and inhibition functioning. We provide evidence for the effects of Ras-MAPK pathogenic variants on striatal and cortical anatomy as well as links between PTPN11 gene expression and cortical SA increases, and striatal volume and inhibition skills. These findings provide essential translational information on the Ras-MAPK pathway's effect on human brain development and function.
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Affiliation(s)
- Bhavana Rai
- Division of Interdisciplinary Brain Sciences, Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, USA
- University of California San Diego School of Medicine, La Jolla, CA, USA
| | - Paige E Naylor
- Department of Clinical Psychology, Palo Alto University, Palo Alto, CA, USA
- Department of Neurology, Medical College of Wisconsin, Wauwatosa, WI, USA
| | - Monica Siqueiros-Sanchez
- Division of Interdisciplinary Brain Sciences, Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, USA
| | - Max Wintermark
- Department of Neuroradiology, University of Texas MD Anderson Center, Houston, TX, USA
| | - Mira M Raman
- Division of Interdisciplinary Brain Sciences, Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, USA
| | - Booil Jo
- Division of Interdisciplinary Brain Sciences, Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, USA
| | - Allan L Reiss
- Division of Interdisciplinary Brain Sciences, Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, USA
- Departments of Radiology and Pediatrics, Stanford University School of Medicine, Stanford, CA, USA
| | - Tamar Green
- Division of Interdisciplinary Brain Sciences, Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, USA.
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Fattah M, Raman MM, Reiss AL, Green T. PTPN11 Mutations in the Ras-MAPK Signaling Pathway Affect Human White Matter Microstructure. Cereb Cortex 2020; 31:1489-1499. [PMID: 33119062 DOI: 10.1093/cercor/bhaa299] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [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: 06/24/2020] [Revised: 09/10/2020] [Accepted: 09/11/2020] [Indexed: 12/13/2022] Open
Abstract
We examined whether PTPN11 mutations affect the white matter connectivity of the developing human brain. Germline activating mutations to the PTPN11 gene cause overactivation of the Ras-Mitogen-Activated Protein Kinase pathway. Activating mutations cause Noonan syndrome (NS), a developmental disorder associated with hyperactivity and cognitive weakness in attention, executive function, and memory. In mouse models of NS, PTPN11 mutations cause reduced axon myelination and white matter formation, while the effects of PTPN11 mutations on human white matter are largely unknown. For the first time, we assessed 17 children with NS (9 females, mean age, 8.68 ± 2.39) and 17 age- and sex-matched controls (9 female, mean age, 8.71 ± 2.40) using diffusion brain imaging for white matter connectivity and structural magnetic resonance imaging to characterize brain morphology. Children with NS showed widespread reductions in fractional anisotropy (FA; 82 613 voxels, t = 1.49, P < 0.05) and increases in radial diffusivity (RD; 94 044 voxels, t = 1.22, P < 0.05), denoting decreased white matter connectivity. In NS, the FA of the posterior thalamic radiation correlated positively with inhibition performance, whereas connectivity in the genu of the corpus callosum was inversely associated with auditory attention performance. Additionally, we observed negative and positive correlations, respectively, between memory and the cingulum hippocampus, and memory and the cingulum cingulate gyrus. These findings elucidate the neural mechanism underpinning the NS cognitive phenotype, and may serve as a brain-based biomarker.
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Affiliation(s)
- Mustafa Fattah
- Division of Interdisciplinary Brain Sciences, Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Mira M Raman
- Division of Interdisciplinary Brain Sciences, Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Allan L Reiss
- Division of Interdisciplinary Brain Sciences, Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, CA 94305, USA.,Department of Radiology, School of Medicine, Stanford University, Stanford, CA 94305, USA.,Department of Pediatrics, School of Medicine, Stanford University, Stanford, CA 94305, USA
| | - Tamar Green
- Division of Interdisciplinary Brain Sciences, Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, CA 94305, USA
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Hegarty JP, Pegoraro LFL, Lazzeroni LC, Raman MM, Hallmayer JF, Monterrey JC, Cleveland SC, Wolke ON, Phillips JM, Reiss AL, Hardan AY. Genetic and environmental influences on structural brain measures in twins with autism spectrum disorder. Mol Psychiatry 2020; 25:2556-2566. [PMID: 30659287 PMCID: PMC6639158 DOI: 10.1038/s41380-018-0330-z] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/29/2018] [Revised: 09/11/2018] [Accepted: 11/12/2018] [Indexed: 12/11/2022]
Abstract
Atypical growth patterns of the brain have been previously reported in autism spectrum disorder (ASD) but these alterations are heterogeneous across individuals, which may be associated with the variable effects of genetic and environmental influences on brain development. Monozygotic (MZ) and dizygotic (DZ) twin pairs with and without ASD (aged 6-15 years) were recruited to participate in this study. T1-weighted MRIs (n = 164) were processed with FreeSurfer to evaluate structural brain measures. Intra-class correlations were examined within twin pairs and compared across diagnostic groups. ACE modeling was also completed. Structural brain measures, including cerebral and cerebellar gray matter (GM) and white matter (WM) volume, surface area, and cortical thickness, were primarily influenced by genetic factors in TD twins; however, mean curvature appeared to be primarily influenced by environmental factors. Similarly, genetic factors accounted for the majority of variation in brain size in twins with ASD, potentially to a larger extent regarding curvature and subcortical GM; however, there were also more environmental contributions in twins with ASD on some structural brain measures, such that cortical thickness and cerebellar WM volume were primarily influenced by environmental factors. These findings indicate potential neurobiological outcomes of the genetic and environmental risk factors that have been previously associated with ASD and, although preliminary, may help account for some of the previously outlined neurobiological heterogeneity across affected individuals. This is especially relevant regarding the role of genetic and environmental factors in the development of ASD, in which certain brain structures may be more sensitive to specific influences.
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Affiliation(s)
- John P Hegarty
- Department of Psychiatry and Behavioral Sciences, Stanford University, 401 Quarry Road, Stanford, CA, 94305, USA.
| | - Luiz F L Pegoraro
- Department of Psychiatry, University of Campinas, Cidade Universitária Zeferino Vaz, Campinas, SP, 13083-970, Brazil
| | - Laura C Lazzeroni
- Department of Psychiatry and Behavioral Sciences, Stanford University, 401 Quarry Road, Stanford, CA, 94305, USA
- Department of Biomedical Data Science, Stanford University, 1265 Welch Road, Stanford, CA, 94305, USA
| | - Mira M Raman
- Department of Psychiatry and Behavioral Sciences, Stanford University, 401 Quarry Road, Stanford, CA, 94305, USA
| | - Joachim F Hallmayer
- Department of Psychiatry and Behavioral Sciences, Stanford University, 401 Quarry Road, Stanford, CA, 94305, USA
| | - Julio C Monterrey
- Department of Psychiatry and Behavioral Sciences, Stanford University, 401 Quarry Road, Stanford, CA, 94305, USA
| | - Sue C Cleveland
- Department of Psychiatry and Behavioral Sciences, Stanford University, 401 Quarry Road, Stanford, CA, 94305, USA
| | - Olga N Wolke
- Department of Anesthesiology, Stanford University, 300 Pasteur Drive, Stanford, CA, 94305, USA
| | - Jennifer M Phillips
- Department of Psychiatry and Behavioral Sciences, Stanford University, 401 Quarry Road, Stanford, CA, 94305, USA
| | - Allan L Reiss
- Department of Psychiatry and Behavioral Sciences, Stanford University, 401 Quarry Road, Stanford, CA, 94305, USA
| | - Antonio Y Hardan
- Department of Psychiatry and Behavioral Sciences, Stanford University, 401 Quarry Road, Stanford, CA, 94305, USA
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Hegarty II JP, Lazzeroni LC, Raman MM, Hallmayer JF, Cleveland SC, Wolke ON, Phillips JM, Reiss AL, Hardan AY. Genetic and environmental influences on corticostriatal circuits in twins with autism. J Psychiatry Neurosci 2020; 45:188-197. [PMID: 31603639 PMCID: PMC7828974 DOI: 10.1503/jpn.190030] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/19/2022] Open
Abstract
BACKGROUND Corticostriatal circuits (CSC) have been implicated in the presentation of some restricted and repetitive behaviours (RRBs) in children with autism-spectrum disorder (ASD), and preliminary evidence suggests that disruptions in these pathways may be associated with differences in genetic and environmental influences on brain development. The objective of this investigation was to examine the impact of genetic and environmental factors on CSC regions in twins with and without ASD and to evaluate their relationship with the severity of RRBs. METHODS We obtained T1-weighted MRIs from same-sex monozygotic and dizygotic twin pairs, aged 6–15 years. Good-quality data were available from 48 ASD pairs (n = 96 twins; 30 pairs concordant for ASD, 15 monozygotic and 15 dizygotic; 18 pairs discordant for ASD, 4 monozygotic and 14 dizygotic) and 34 typically developing control pairs (n = 68 twins; 20 monozygotic and 14 dizygotic pairs). We generated structural measures of the orbitofrontal cortex (OFC), anterior cingulate cortex (ACC), caudate, putamen, pallidum and thalamus using FreeSurfer. Twin pair comparisons included intraclass correlation analyses and ACE modelling (a2 = additive genetics; c2 = common or shared environment; e2 = unique or nonshared environment). We also assessed correlations with RRB severity. RESULTS Structural variation in CSC regions was predominantly genetically mediated in typically developing twins (a2 = 0.56 to 0.87), except for ACC white matter volume (a2 = 0.42, 95% confidence interval [CI] 0.08 to 0.77). We also observed similar magnitudes of genetic influence in twins with ASD (a2 = 0.65 to 0.97), but the cortical thickness of the ACC (c2 = 0.44, 95% CI 0.22 to 0.66) and OFC (c2 = 0.60, 95% CI 0.25 to 0.95) was primarily associated with environmental factors in only twins with ASD. Twin pair differences in OFC grey matter volume were also correlated with RRB severity and were predominantly environmentally mediated. LIMITATIONS We obtained MRIs on 2 scanners, and analytical approaches could not identify specific genetic and environmental factors. CONCLUSION Genetic factors primarily contribute to structural variation in subcortical CSC regions, regardless of ASD, but environmental factors may exert a greater influence on the development of grey matter thickness in the OFC and ACC in children with ASD. The increased vulnerability of OFC grey matter to environmental influences may also mediate some heterogeneity in RRB severity in children with ASD.
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Affiliation(s)
- John P. Hegarty II
- From the Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, CA (Hegarty, Lazzeroni, Raman, Hallmayer, Cleveland, Phillips, Reiss, Hardan); the Department of Biomedical Data Science, Stanford University, Stanford, CA (Lazzeroni); and the Department of Anesthesiology, Stanford University, Stanford, CA (Wolke)
| | - Laura C. Lazzeroni
- From the Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, CA (Hegarty, Lazzeroni, Raman, Hallmayer, Cleveland, Phillips, Reiss, Hardan); the Department of Biomedical Data Science, Stanford University, Stanford, CA (Lazzeroni); and the Department of Anesthesiology, Stanford University, Stanford, CA (Wolke)
| | - Mira M. Raman
- From the Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, CA (Hegarty, Lazzeroni, Raman, Hallmayer, Cleveland, Phillips, Reiss, Hardan); the Department of Biomedical Data Science, Stanford University, Stanford, CA (Lazzeroni); and the Department of Anesthesiology, Stanford University, Stanford, CA (Wolke)
| | - Joachim F. Hallmayer
- From the Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, CA (Hegarty, Lazzeroni, Raman, Hallmayer, Cleveland, Phillips, Reiss, Hardan); the Department of Biomedical Data Science, Stanford University, Stanford, CA (Lazzeroni); and the Department of Anesthesiology, Stanford University, Stanford, CA (Wolke)
| | - Sue C. Cleveland
- From the Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, CA (Hegarty, Lazzeroni, Raman, Hallmayer, Cleveland, Phillips, Reiss, Hardan); the Department of Biomedical Data Science, Stanford University, Stanford, CA (Lazzeroni); and the Department of Anesthesiology, Stanford University, Stanford, CA (Wolke)
| | - Olga N. Wolke
- From the Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, CA (Hegarty, Lazzeroni, Raman, Hallmayer, Cleveland, Phillips, Reiss, Hardan); the Department of Biomedical Data Science, Stanford University, Stanford, CA (Lazzeroni); and the Department of Anesthesiology, Stanford University, Stanford, CA (Wolke)
| | - Jennifer M. Phillips
- From the Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, CA (Hegarty, Lazzeroni, Raman, Hallmayer, Cleveland, Phillips, Reiss, Hardan); the Department of Biomedical Data Science, Stanford University, Stanford, CA (Lazzeroni); and the Department of Anesthesiology, Stanford University, Stanford, CA (Wolke)
| | - Allan L. Reiss
- From the Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, CA (Hegarty, Lazzeroni, Raman, Hallmayer, Cleveland, Phillips, Reiss, Hardan); the Department of Biomedical Data Science, Stanford University, Stanford, CA (Lazzeroni); and the Department of Anesthesiology, Stanford University, Stanford, CA (Wolke)
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Hegarty JP, Lazzeroni LC, Raman MM, Pegoraro LFL, Monterrey JC, Cleveland SC, Hallmayer JF, Wolke ON, Phillips JM, Reiss AL, Hardan AY. Genetic and Environmental Influences on Lobar Brain Structures in Twins With Autism. Cereb Cortex 2020; 30:1946-1956. [PMID: 31711118 DOI: 10.1093/cercor/bhz215] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [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: 04/23/2019] [Revised: 07/26/2019] [Accepted: 08/18/2019] [Indexed: 11/13/2022] Open
Abstract
This investigation examined whether the variation of cerebral structure is associated with genetic or environmental factors in children with autism spectrum disorder (ASD) compared with typically developing (TD) controls. T1-weighted magnetic resonance imaging scans were obtained from twin pairs (aged 6-15 years) in which at least one twin was diagnosed with ASD or both were TD. Good quality data were available from 30 ASD, 18 discordant, and 34 TD pairs (n = 164). Structural measures (volume, cortical thickness, and surface area) were generated with FreeSurfer, and ACE modeling was completed. Lobar structures were primarily genetically mediated in TD twins (a2 = 0.60-0.89), except thickness of the temporal (a2 = 0.33 [0.04, 0.63]) and occipital lobes (c2 = 0.61 [0.45, 0.77]). Lobar structures were also predominantly genetically mediated in twins with ASD (a2 = 0.70-1.00); however, thickness of the frontal (c2 = 0.81 [0.71, 0.92]), temporal (c2 = 0.77 [0.60, 0.93]), and parietal lobes (c2 = 0.87 [0.77, 0.97]), and frontal gray matter (GM) volume (c2 = 0.79 [0.63, 0.95]), were associated with environmental factors. Conversely, occipital thickness (a2 = 0.93 [0.75, 1.11]) did not exhibit the environmental contributions that were found in controls. Differences in GM volume were associated with social communication impairments for the frontal (r = 0.52 [0.18, 0.75]), temporal (r = 0.61 [0.30, 0.80]), and parietal lobes (r = 0.53 [0.19, 0.76]). To our knowledge, this is the first investigation to suggest that environmental factors influence GM to a larger extent in children with ASD, especially in the frontal lobe.
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Affiliation(s)
- John P Hegarty
- Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, CA 94305, USA
| | - Laura C Lazzeroni
- Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, CA 94305, USA.,Department of Biomedical Data Science, Stanford University, Stanford, CA 94305, USA
| | - Mira M Raman
- Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, CA 94305, USA
| | - Luiz F L Pegoraro
- Department of Psychiatry, University of Campinas, Cidade Universitária Zeferino Vaz, Campinas 13083-970, Brazil
| | - Julio C Monterrey
- Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, CA 94305, USA
| | - Sue C Cleveland
- Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, CA 94305, USA
| | - Joachim F Hallmayer
- Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, CA 94305, USA
| | - Olga N Wolke
- Department of Anesthesiology, Stanford University, Stanford, CA 94305, USA
| | - Jennifer M Phillips
- Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, CA 94305, USA
| | - Allan L Reiss
- Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, CA 94305, USA
| | - Antonio Y Hardan
- Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, CA 94305, USA
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Hegarty JP, Gu M, Spielman DM, Cleveland SC, Hallmayer JF, Lazzeroni LC, Raman MM, Frazier TW, Phillips JM, Reiss AL, Hardan AY. A proton MR spectroscopy study of the thalamus in twins with autism spectrum disorder. Prog Neuropsychopharmacol Biol Psychiatry 2018; 81:153-160. [PMID: 28941767 PMCID: PMC5731458 DOI: 10.1016/j.pnpbp.2017.09.016] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/26/2017] [Revised: 08/17/2017] [Accepted: 09/18/2017] [Indexed: 01/16/2023]
Abstract
Multiple lines of research have reported thalamic abnormalities in individuals with autism spectrum disorder (ASD) that are associated with social communication impairments (SCI), restricted and repetitive behaviors (RRB), or sensory processing abnormalities (SPA). Thus, the thalamus may represent a common neurobiological structure that is shared across symptom domains in ASD. Same-sex monozygotic (MZ) and dizygotic (DZ) twin pairs with and without ASD underwent cognitive/behavioral evaluation and magnetic resonance imaging to assess the thalamus. Neurometabolites were measured with 1H magnetic resonance spectroscopy (MRS) utilizing a multi-voxel PRESS sequence and were referenced to creatine+phosphocreatine (tCr). N-acetyl aspartate (NAA), a marker of neuronal integrity, was reduced in twins with ASD (n=47) compared to typically-developing (TD) controls (n=33), and this finding was confirmed in a sub-sample of co-twins discordant for ASD (n=11). NAA in the thalamus was correlated to a similar extent with SCI, RRB, and SPA, such that reduced neuronal integrity was associated with greater symptom severity. Glutamate+glutamine (Glx) was also reduced in affected versus unaffected co-twins. Additionally, NAA and Glx appeared to be primarily genetically-mediated, based on comparisons between MZ and DZ twin pairs. Thus, thalamic abnormalities may be influenced by genetic susceptibility for ASD but are likely not domain-specific.
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Affiliation(s)
- John P Hegarty
- Department of Psychiatry and Behavioral Sciences, Stanford University, 401 Quarry Road, Stanford, CA 94305, USA.
| | - Meng Gu
- Department of Radiology, Stanford University, 1201 Welch Road, Stanford, CA 94305, USA
| | - Daniel M Spielman
- Department of Radiology, Stanford University, 1201 Welch Road, Stanford, CA 94305, USA
| | - Sue C Cleveland
- Department of Psychiatry and Behavioral Sciences, Stanford University, 401 Quarry Road, Stanford, CA 94305, USA
| | - Joachim F Hallmayer
- Department of Psychiatry and Behavioral Sciences, Stanford University, 401 Quarry Road, Stanford, CA 94305, USA
| | - Laura C Lazzeroni
- Department of Psychiatry and Behavioral Sciences, Stanford University, 401 Quarry Road, Stanford, CA 94305, USA
| | - Mira M Raman
- Department of Psychiatry and Behavioral Sciences, Stanford University, 401 Quarry Road, Stanford, CA 94305, USA
| | - Thomas W Frazier
- Autism Speaks, 29600 Fairmount Blvd, Pepper Pike, OH 44124, USA; Cleveland Clinic Children's, 9500 Euclid Avenue, Cleveland, OH 44195, USA
| | - Jennifer M Phillips
- Department of Psychiatry and Behavioral Sciences, Stanford University, 401 Quarry Road, Stanford, CA 94305, USA
| | - Allan L Reiss
- Department of Psychiatry and Behavioral Sciences, Stanford University, 401 Quarry Road, Stanford, CA 94305, USA
| | - Antonio Y Hardan
- Department of Psychiatry and Behavioral Sciences, Stanford University, 401 Quarry Road, Stanford, CA 94305, USA
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Green T, Fierro KC, Raman MM, Saggar M, Sheau KE, Reiss AL. Cover Image, Volume 171B, Number 3, April 2016. Am J Med Genet 2016. [DOI: 10.1002/ajmg.b.32447] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- Tamar Green
- Center for Interdisciplinary Brain Sciences Research; Stanford University School of Medicine; Stanford California
- Sackler Faculty of Medicine; Tel Aviv University; Tel Aviv Israel
| | - Kyle C. Fierro
- Center for Interdisciplinary Brain Sciences Research; Stanford University School of Medicine; Stanford California
| | - Mira M. Raman
- Center for Interdisciplinary Brain Sciences Research; Stanford University School of Medicine; Stanford California
| | - Manish Saggar
- Center for Interdisciplinary Brain Sciences Research; Stanford University School of Medicine; Stanford California
| | - Kristen E. Sheau
- Center for Interdisciplinary Brain Sciences Research; Stanford University School of Medicine; Stanford California
| | - Allan L. Reiss
- Center for Interdisciplinary Brain Sciences Research; Stanford University School of Medicine; Stanford California
- Department of Psychiatry and Behavioral Sciences; Stanford University School of Medicine; Stanford California
- Department of Radiology; Stanford University School of Medicine; Stanford California
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Green T, Fierro KC, Raman MM, Saggar M, Sheau KE, Reiss AL. Surface-based morphometry reveals distinct cortical thickness and surface area profiles in Williams syndrome. Am J Med Genet B Neuropsychiatr Genet 2016; 171B:402-13. [PMID: 26852730 DOI: 10.1002/ajmg.b.32422] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [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: 07/21/2015] [Accepted: 01/12/2016] [Indexed: 01/08/2023]
Abstract
Morphometric investigations of brain volumes in Williams syndrome (WS) consistently show significant reductions in gray matter volume compared to controls. Cortical thickness (CT) and surface area (SA) are two constituent parts of cortical gray matter volume that are considered genetically distinguishable features of brain morphology. Yet, little is known about the independent contribution of cortical CT and SA to these volumetric differences in WS. Thus, our objectives were: (i) to evaluate whether the microdeletion in chromosome 7 associated with WS has a distinct effect on CT and SA, and (ii) to evaluate age-related variations in CT and SA within WS. We compared CT and SA values in 44 individuals with WS to 49 age- and sex-matched typically developing controls. Between-group differences in CT and SA were evaluated across two age groups: young (age range 6.6-18.9 years), and adults (age range 20.2-51.5 years). Overall, we found contrasting effects of WS on cortical thickness (increases) and surface area (decreases). With respect to brain topography, the between-group pattern of CT differences showed a scattered pattern while the between-group surface area pattern was widely distributed throughout the brain. In the adult subgroup, we observed a cluster of increases in cortical thickness in WS across the brain that was not observed in the young subgroup. Our findings suggest that extensive early reductions in surface area are the driving force for the overall reduction in brain volume in WS. The age-related cortical thickness findings might reflect delayed or even arrested development of specific brain regions in WS.
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Affiliation(s)
- Tamar Green
- Center for Interdisciplinary Brain Sciences Research, Stanford University School of Medicine, Stanford, California.,Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Kyle C Fierro
- Center for Interdisciplinary Brain Sciences Research, Stanford University School of Medicine, Stanford, California
| | - Mira M Raman
- Center for Interdisciplinary Brain Sciences Research, Stanford University School of Medicine, Stanford, California
| | - Manish Saggar
- Center for Interdisciplinary Brain Sciences Research, Stanford University School of Medicine, Stanford, California
| | - Kristen E Sheau
- Center for Interdisciplinary Brain Sciences Research, Stanford University School of Medicine, Stanford, California
| | - Allan L Reiss
- Center for Interdisciplinary Brain Sciences Research, Stanford University School of Medicine, Stanford, California.,Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, California.,Department of Radiology, Stanford University School of Medicine, Stanford, California
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Green T, Fierro KC, Raman MM, Foland-Ross L, Hong DS, Reiss AL. Sex differences in amygdala shape: Insights from Turner syndrome. Hum Brain Mapp 2016; 37:1593-601. [PMID: 26819071 DOI: 10.1002/hbm.23122] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [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: 09/08/2015] [Revised: 12/10/2015] [Accepted: 01/08/2016] [Indexed: 11/11/2022] Open
Abstract
OBJECTIVE Sex differences in the manifestation of psychiatric disorders, including anxiety disorders, are among the most prominent findings in psychiatry. The study of Turner syndrome (TS), caused by X-monosomy, has the potential to reveal mechanisms that underline male/female differences in neuropsychiatric disorders. The amygdala has been implicated in numerous neuropsychiatric disorders. Previous studies suggest an effect of TS on amygdala volume as well as on amygdala-related behaviors such as anxiety. Our objective is to investigate the amygdala shape in TS. Specifically, we tested whether amygdala enlargements in TS are localized to specific nuclei implicated in anxiety, such as the basomedial nucleus. EXPERIMENTAL DESIGN We use a surface-based analytical modeling approach to contrast 41 pre-estrogen treatment girls with TS (mean age 8.6 ± 2.4) with 34 age-and sex-matched typically developing (TD) controls (mean age 8.0 ± 2.8). Anxiety symptoms were assessed using the Revised Children's Manifest Anxiety Scale - 2 (RCMAS-2) in both groups. PRINCIPAL OBSERVATIONS TS was associated with anomalous enlargement of the amygdala. Surface-based modeling revealed shape differences (increased radial-distances) in bilateral basal and basomedial nuclei within the basolateral complex. RCMAS-2 Total Anxiety t-score was significantly higher in participants with TS compared with TD controls (P = 0.012). CONCLUSIONS Group differences in global amygdala volumes were driven by local morphological increases in areas that are critically involved in face emotion processing and anxiety. In the context of increased amygdala volumes in TS, our results also showed increased worry and social anxiety in young girls with TS compared with TD.
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Affiliation(s)
- Tamar Green
- Center for Interdisciplinary Brain Sciences Research, Stanford University School of Medicine, Stanford, California.,Psychiatry, Sackler Faculty of Medicine, Tel Aviv University, Israel.,Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, California
| | - Kyle C Fierro
- Center for Interdisciplinary Brain Sciences Research, Stanford University School of Medicine, Stanford, California
| | - Mira M Raman
- Center for Interdisciplinary Brain Sciences Research, Stanford University School of Medicine, Stanford, California
| | - Lara Foland-Ross
- Center for Interdisciplinary Brain Sciences Research, Stanford University School of Medicine, Stanford, California
| | - David S Hong
- Center for Interdisciplinary Brain Sciences Research, Stanford University School of Medicine, Stanford, California.,Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, California
| | - Allan L Reiss
- Center for Interdisciplinary Brain Sciences Research, Stanford University School of Medicine, Stanford, California.,Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, California.,Department of Radiology, Stanford University School of Medicine, Stanford, California
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Zeineh MM, Kang J, Atlas SW, Raman MM, Reiss AL, Norris JL, Valencia I, Montoya JG. Right arcuate fasciculus abnormality in chronic fatigue syndrome. Radiology 2014; 274:517-26. [PMID: 25353054 DOI: 10.1148/radiol.14141079] [Citation(s) in RCA: 46] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
PURPOSE To identify whether patients with chronic fatigue syndrome (CFS) have differences in gross brain structure, microscopic structure, or brain perfusion that may explain their symptoms. MATERIALS AND METHODS Fifteen patients with CFS were identified by means of retrospective review with an institutional review board-approved waiver of consent and waiver of authorization. Fourteen age- and sex-matched control subjects provided informed consent in accordance with the institutional review board and HIPAA. All subjects underwent 3.0-T volumetric T1-weighted magnetic resonance (MR) imaging, with two diffusion-tensor imaging (DTI) acquisitions and arterial spin labeling (ASL). Open source software was used to segment supratentorial gray and white matter and cerebrospinal fluid to compare gray and white matter volumes and cortical thickness. DTI data were processed with automated fiber quantification, which was used to compare piecewise fractional anisotropy (FA) along 20 tracks. For the volumetric analysis, a regression was performed to account for differences in age, handedness, and total intracranial volume, and for the DTI, FA was compared piecewise along tracks by using an unpaired t test. The open source software segmentation was used to compare cerebral blood flow as measured with ASL. RESULTS In the CFS population, FA was increased in the right arcuate fasciculus (P = .0015), and in right-handers, FA was also increased in the right inferior longitudinal fasciculus (ILF) (P = .0008). In patients with CFS, right anterior arcuate FA increased with disease severity (r = 0.649, P = .026). Bilateral white matter volumes were reduced in CFS (mean ± standard deviation, 467 581 mm(3) ± 47 610 for patients vs 504 864 mm(3) ± 68 126 for control subjects, P = .0026), and cortical thickness increased in both right arcuate end points, the middle temporal (T = 4.25) and precentral (T = 6.47) gyri, and one right ILF end point, the occipital lobe (T = 5.36). ASL showed no significant differences. CONCLUSION Bilateral white matter atrophy is present in CFS. No differences in perfusion were noted. Right hemispheric increased FA may reflect degeneration of crossing fibers or strengthening of short-range fibers. Right anterior arcuate FA may serve as a biomarker for CFS.
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Affiliation(s)
- Michael M Zeineh
- From the Department of Radiology, Lucas Center for Imaging, Stanford University School of Medicine, 1201 Welch Rd, Room P271, Stanford, CA 94305-5488
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11
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Green T, Chromik LC, Mazaika PK, Fierro K, Raman MM, Lazzeroni LC, Hong DS, Reiss AL. Aberrant parietal cortex developmental trajectories in girls with Turner syndrome and related visual-spatial cognitive development: a preliminary study. Am J Med Genet B Neuropsychiatr Genet 2014; 165B:531-40. [PMID: 25044604 PMCID: PMC4439102 DOI: 10.1002/ajmg.b.32256] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/19/2013] [Accepted: 06/16/2014] [Indexed: 01/15/2023]
Abstract
Turner syndrome (TS) arises from partial or complete absence of the X-chromosome in females. Girls with TS show deficits in visual-spatial skills as well as reduced brain volume and surface area in the parietal cortex which supports these cognitive functions. Thus, measuring the developmental trajectory of the parietal cortex and the associated visual-spatial cognition in TS may provide novel insights into critical brain-behavior associations. In this longitudinal study, we acquired structural MRI data and assessed visual-spatial skills in 16 (age: 8.23 ± 2.5) girls with TS and 13 age-matched controls over two time-points. Gray and white matter volume, surface area and cortical thickness were calculated from surfaced based segmentation of bilateral parietal cortices, and the NEPSY Arrows subtest was used to assess visual-spatial ability. Volumetric and cognitive scalars were modeled to obtain estimates of age-related change. The results show aberrant growth of white matter volume (P = 0.011, corrected) and surface area (P = 0.036, corrected) of the left superior parietal regions during childhood in girls with TS. Other parietal sub-regions were significantly smaller in girls with TS at both time-points but did not show different growth trajectories relative to controls. Furthermore, we found that visual-spatial skills showed a widening deficit for girls with TS relative to controls (P = 0.003). Young girls with TS demonstrate an aberrant trajectory of parietal cortical and cognitive development during childhood. Elucidating aberrant neurodevelopmental trajectories in this population is critical for determining specific stages of brain maturation that are particularly dependent on TS-related genetic and hormonal factors.
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Affiliation(s)
- Tamar Green
- Center for Interdisciplinary Brain Sciences Research, Stanford University School of Medicine, Stanford, California
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Lindsay C. Chromik
- Center for Interdisciplinary Brain Sciences Research, Stanford University School of Medicine, Stanford, California
| | - Paul K. Mazaika
- Center for Interdisciplinary Brain Sciences Research, Stanford University School of Medicine, Stanford, California
| | - Kyle Fierro
- Center for Interdisciplinary Brain Sciences Research, Stanford University School of Medicine, Stanford, California
| | - Mira M. Raman
- Center for Interdisciplinary Brain Sciences Research, Stanford University School of Medicine, Stanford, California
| | - Laura C. Lazzeroni
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, California
| | - David S. Hong
- Center for Interdisciplinary Brain Sciences Research, Stanford University School of Medicine, Stanford, California
| | - Allan L. Reiss
- Center for Interdisciplinary Brain Sciences Research, Stanford University School of Medicine, Stanford, California
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, California
- Department of Radiology, Stanford University School of Medicine, Stanford, California
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Hosseini SMH, Black JM, Soriano T, Bugescu N, Martinez R, Raman MM, Kesler SR, Hoeft F. Topological properties of large-scale structural brain networks in children with familial risk for reading difficulties. Neuroimage 2013; 71:260-74. [PMID: 23333415 DOI: 10.1016/j.neuroimage.2013.01.013] [Citation(s) in RCA: 84] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2012] [Revised: 12/18/2012] [Accepted: 01/11/2013] [Indexed: 01/18/2023] Open
Abstract
Developmental dyslexia is a neurobiological deficit characterized by persistent difficulty in learning to read in children and adults who otherwise possess normal intelligence. Functional and structural connectivity data suggest that developmental dyslexia could be a disconnection syndrome. However, whether abnormalities in connectivity exist in beginning readers at-risk for reading difficulties is unknown. Using graph-theoretical analysis, we investigated differences in global and regional topological properties of structural brain networks in 42 beginning readers with (FH+) and without (FH-) familial risk for reading difficulties. We constructed separate structural correlation networks based on measures of surface area and cortical thickness. Results revealed changes in topological properties in brain regions known to be abnormal in dyslexia (left supramarginal gyrus, left inferior frontal gyrus) in the FH+ group mainly in the network constructed from measures of cortical surface area. We also found alterations in topological properties in regions that are not often advertised as dyslexia but nonetheless play important role in reading (left posterior cingulate, hippocampus, and left precentral gyrus). To our knowledge, this is the first report of altered topological properties of structural correlation networks in children at risk for reading difficulty, and motivates future studies that examine the mechanisms underlying how these brain networks may mediate the influences of family history on reading outcome.
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Affiliation(s)
- S M Hadi Hosseini
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, 401 Quarry Rd., Stanford, CA 94305-5795, USA.
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Black JM, Tanaka H, Stanley L, Nagamine M, Zakerani N, Thurston A, Kesler S, Hulme C, Lyytinen H, Glover GH, Serrone C, Raman MM, Reiss AL, Hoeft F. Maternal history of reading difficulty is associated with reduced language-related gray matter in beginning readers. Neuroimage 2011; 59:3021-32. [PMID: 22023744 DOI: 10.1016/j.neuroimage.2011.10.024] [Citation(s) in RCA: 62] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2011] [Revised: 09/27/2011] [Accepted: 10/09/2011] [Indexed: 11/28/2022] Open
Abstract
Family history and poor preliteracy skills (referred to here as familial and behavioral risk, respectively) are critical predictors of developmental dyslexia. This study systematically investigated the independent contribution of familial and behavioral risks on brain structures, which had not been explored in past studies. We also examined the differential effects of maternal versus paternal history on brain morphometry, and familial risk dimensionally versus categorically, which were also novel aspects of the study. We assessed 51 children (5 to 6 years of age) with varying degrees of familial and behavioral risks for developmental dyslexia and examined associations with brain morphometry. We found that greater maternal history of reading disability was associated with smaller bilateral prefrontal and parieto-temporal gray, but not white matter volumes. Regressing out behavioral risk, socioeconomic status, and maternal education and other confounds did not change the results. No such relationship was observed for paternal reading history and behavioral risk. Results of cortical surface area and thickness further showed that there was a significant negative relationship between cortical surface area (but not thickness) and greater severity of maternal history, in particular within the left inferior parietal lobule, suggesting prenatal influence of maternal history on children's brain morphometry. The results suggested greater maternal, possibly prenatal, influence on language-related brain structures. These results help to guide future neuroimaging research focusing on environmental and genetic influences and provide new information that may help predict which child will develop dyslexia in the future.
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Affiliation(s)
- Jessica M Black
- Center for Interdisciplinary Brain Sciences Research (CIBSR), Department of Psychiatry and Behavioral, Sciences, Stanford University School of Medicine, 401 Quarry Rd., Stanford, CA 94305-5795, USA.
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