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Yenkoyan K, Grigoryan A, Kutna V, Shorter S, O'Leary VB, Asadollahi R, Ovsepian SV. Cerebellar impairments in genetic models of autism spectrum disorders: A neurobiological perspective. Prog Neurobiol 2024; 242:102685. [PMID: 39515458 DOI: 10.1016/j.pneurobio.2024.102685] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2024] [Revised: 10/17/2024] [Accepted: 10/30/2024] [Indexed: 11/16/2024]
Abstract
Functional and molecular alterations in the cerebellum are among the most widely recognised associates of autism spectrum disorders (ASD). As a critical computational hub of the brain, the cerebellum controls and coordinates a range of motor, affective and cognitive processes. Despite well-described circuits and integrative mechanisms, specific changes that underlie cerebellar impairments in ASD remain elusive. Studies in experimental animals have been critical in uncovering molecular pathology and neuro-behavioural correlates, providing a model for investigating complex disease conditions. Herein, we review commonalities and differences of the most extensively characterised genetic lines of ASD with reference to the cerebellum. We revisit structural, functional, and molecular alterations which may contribute to neurobehavioral phenotypes. The cross-model analysis of this study provides an integrated outlook on the role of cerebellar alterations in pathobiology of ASD that may benefit future translational research and development of therapies.
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Affiliation(s)
- Konstantin Yenkoyan
- Neuroscience Laboratory, COBRAIN Center, Yerevan State Medical University after M. Heratsi, Yerevan 0025, Armenia.
| | - Artem Grigoryan
- Neuroscience Laboratory, COBRAIN Center, Yerevan State Medical University after M. Heratsi, Yerevan 0025, Armenia
| | - Viera Kutna
- Experimental Neurobiology Program, National Institute of Mental Health, Klecany, Czech Republic
| | - Susan Shorter
- Faculty of Engineering and Science, University of Greenwich London, Chatham Maritime, ME4 4TB, United Kingdom
| | - Valerie B O'Leary
- Department of Medical Genetics, Third Faculty of Medicine, Charles University, Ruská 87, Prague 10000, Czech Republic
| | - Reza Asadollahi
- Faculty of Engineering and Science, University of Greenwich London, Chatham Maritime, ME4 4TB, United Kingdom
| | - Saak V Ovsepian
- Faculty of Engineering and Science, University of Greenwich London, Chatham Maritime, ME4 4TB, United Kingdom.
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2
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Mertiri L, Boltshauser E, Kralik SF, Desai NK, Lequin MH, Huisman TAGM. Incidence and Characteristics of Cerebellar Atrophy/Volume Loss in Children with Confirmed Diagnosis of Tuberous Sclerosis Complex. CHILDREN (BASEL, SWITZERLAND) 2024; 11:627. [PMID: 38929207 PMCID: PMC11201845 DOI: 10.3390/children11060627] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/02/2024] [Revised: 05/14/2024] [Accepted: 05/22/2024] [Indexed: 06/28/2024]
Abstract
Objectives: The goal of our study was to determine the incidence of cerebellar atrophy, assess the imaging findings in the posterior fossa and determine the incidence of hippocampal sclerosis in a cohort of pediatric patients with confirmed tuberous sclerosis complex (TSC). Material and methods: MRI studies of 98 TSC pediatric patients (mean age 7.67 years) were evaluated for cerebellar atrophy, cerebral/cerebellar tubers, white matter lesions, subependymal nodules, subependymal giant cell astrocytomas, ventriculomegaly, and hippocampal sclerosis. Clinical charts were revisited for clinical symptoms suggesting cerebellar involvement, for seizures and treatment for seizures, behavioral disorders and autism. Results: Cerebral tubers were present in 97/98 cases. In total, 97/98 had subependymal nodules, 15/98 had SEGA, 8/98 had ventriculomegaly and 4/98 had hippocampal sclerosis. Cerebellar tubers were found in 8/98 patients (8.2%), whereas cerebellar atrophy was described in 38/98 cases (38.8%). In 37/38 patients, cerebellar volume loss was mild and diffuse, and only one case presented with left hemi-atrophy. Briefly, 32/38 presented with seizures and were treated with anti-seizure drugs. In total, 8/38 (21%) presented with behavioral disorders, 10/38 had autism and 2/38 presented with seizures and behavioral disorders and autism. Conclusions: Several studies have demonstrated cerebellar involvement in patients with TSC. Cerebellar tubers differ in shape compared with cerebral tubers and are associated with cerebellar volume loss. Cerebellar atrophy may be focal and diffuse and one of the primary cerebellar manifestations of TSC, especially if a TSC2 mutation is present. Cerebellar degeneration may, however, also be secondary/acquired due to cellular damage resulting from seizure activity, the effects of anti-seizure drugs and anoxic-ischemic injury from severe seizure activity/status epilepticus. Further, prospective studies are required to identify and establish the pathogenic mechanism of cerebellar atrophy in patients with TSC.
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Affiliation(s)
- Livja Mertiri
- Edward B. Singleton Department of Radiology, Texas Children’s Hospital and Baylor College of Medicine, Houston, TX 77030, USA; (S.F.K.); (N.K.D.); (M.H.L.); (T.A.G.M.H.)
| | - Eugen Boltshauser
- Division of Pediatric Neurology, University Children’s Hospital Zurich, 8032 Zurich, Switzerland;
| | - Stephen F. Kralik
- Edward B. Singleton Department of Radiology, Texas Children’s Hospital and Baylor College of Medicine, Houston, TX 77030, USA; (S.F.K.); (N.K.D.); (M.H.L.); (T.A.G.M.H.)
| | - Nilesh K. Desai
- Edward B. Singleton Department of Radiology, Texas Children’s Hospital and Baylor College of Medicine, Houston, TX 77030, USA; (S.F.K.); (N.K.D.); (M.H.L.); (T.A.G.M.H.)
| | - Maarten H. Lequin
- Edward B. Singleton Department of Radiology, Texas Children’s Hospital and Baylor College of Medicine, Houston, TX 77030, USA; (S.F.K.); (N.K.D.); (M.H.L.); (T.A.G.M.H.)
| | - Thierry A. G. M. Huisman
- Edward B. Singleton Department of Radiology, Texas Children’s Hospital and Baylor College of Medicine, Houston, TX 77030, USA; (S.F.K.); (N.K.D.); (M.H.L.); (T.A.G.M.H.)
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3
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Baizer JS. Neuroanatomy of autism: what is the role of the cerebellum? Cereb Cortex 2024; 34:94-103. [PMID: 38696597 PMCID: PMC11484497 DOI: 10.1093/cercor/bhae050] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2023] [Revised: 01/08/2024] [Accepted: 01/25/2024] [Indexed: 05/04/2024] Open
Abstract
Autism (or autism spectrum disorder) was initially defined as a psychiatric disorder, with the likely cause maternal behavior (the very destructive "refrigerator mother" theory). It took several decades for research into brain mechanisms to become established. Both neuropathological and imaging studies found differences in the cerebellum in autism spectrum disorder, the most widely documented being a decreased density of Purkinje cells in the cerebellar cortex. The popular interpretation of these results is that cerebellar neuropathology is a critical cause of autism spectrum disorder. We challenge that view by arguing that if fewer Purkinje cells are critical for autism spectrum disorder, then any condition that causes the loss of Purkinje cells should also cause autism spectrum disorder. We will review data on damage to the cerebellum from cerebellar lesions, tumors, and several syndromes (Joubert syndrome, Fragile X, and tuberous sclerosis). Collectively, these studies raise the question of whether the cerebellum really has a role in autism spectrum disorder. Autism spectrum disorder is now recognized as a genetically caused developmental disorder. A better understanding of the genes that underlie the differences in brain development that result in autism spectrum disorder is likely to show that these genes affect the development of the cerebellum in parallel with the development of the structures that do underlie autism spectrum disorder.
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Affiliation(s)
- Joan S Baizer
- Department of Physiology and Biophysics, 123 Sherman Hall, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, Buffalo, NY 14214, United States
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4
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Yogi A, Hirata Y, Linetsky M, Ellingson BM, Salamon N. Cerebellar Tubers in Tuberous Sclerosis Complex Patients: New Imaging Characteristics and the Relationship with Cerebral Tubers. JOURNAL OF PEDIATRIC EPILEPSY 2022. [DOI: 10.1055/s-0042-1756717] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
Abstract
Objective The imaging characteristics, evolution, and clinical features of cerebellar tubers in tuberous sclerosis complex (TSC) patients have not been well described. The purpose of this study is to investigate the imaging characteristics of cerebellar tubers, including their dynamic changes, and to evaluate the relationship with cerebral tubers in TSC patients.
Materials and Methods Two observers retrospectively reviewed 75 consecutive TSC patients to identify cerebellar tubers and to evaluate their imaging characteristics, including location, presence of retraction change, calcification, contrast enhancement, and the presence of an associated vascular anomaly, as well as dynamic changes in these characteristics. The number of cerebral tubers was compared between TSC patients with and without cerebellar tubers.
Results Twenty-five TSC patients with 28 cerebellar tubers were identified. All cerebellar tubers occurred within the lateral portions of the cerebellar hemispheres. Thirteen cerebellar tubers demonstrated calcification. Ten cerebellar tubers showed contrast enhancement, half of which demonstrated a zebra-like appearance. A vascular anomaly was associated with 12 tubers, one of which subsequently developed parenchymal hemorrhage. Fifteen cerebellar tubers demonstrated complex dynamic changes in size and contrast enhancement. Patients with cerebellar tubers had more cerebral tubers (p = 0.001).
Conclusion Cerebellar tubers demonstrate a specific distribution, suggesting a possible influence on higher brain function. The presence of an associated vascular anomaly may be an important imaging characteristic. Cerebellar tubers may be associated with a more severe manifestation of TSC, given their association with increased numbers of cerebral tubers. These findings may provide insights into the pathogenesis and clinical manifestations of cerebellar tubers in TSC patients.
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Affiliation(s)
- Akira Yogi
- Department of Radiology, University of the Ryukyus Hospital, Okinawa, Japan
- Department of Radiological Science, David Geffen School of Medicine, University of California, Los Angeles, California, United States
| | - Yoko Hirata
- Department of Radiological Science, David Geffen School of Medicine, University of California, Los Angeles, California, United States
- Department of Neurosurgery, Toho University Ohashi Medical Center, Tokyo, Japan
| | - Michael Linetsky
- Department of Radiological Science, David Geffen School of Medicine, University of California, Los Angeles, California, United States
| | - Benjamin M Ellingson
- Department of Radiological Science, David Geffen School of Medicine, University of California, Los Angeles, California, United States
| | - Noriko Salamon
- Department of Radiological Science, David Geffen School of Medicine, University of California, Los Angeles, California, United States
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Gibson JM, Howland CP, Ren C, Howland C, Vernino A, Tsai PT. A Critical Period for Development of Cerebellar-Mediated Autism-Relevant Social Behavior. J Neurosci 2022; 42:2804-2823. [PMID: 35190469 PMCID: PMC8973277 DOI: 10.1523/jneurosci.1230-21.2021] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2021] [Revised: 10/25/2021] [Accepted: 12/23/2021] [Indexed: 11/21/2022] Open
Abstract
The cerebellum has been increasingly implicated in autism spectrum disorder (ASD) with many ASD-linked genes impacting both cerebellar function and development. However, the precise timing and critical periods of when abnormal cerebellar neurodevelopment contributes to ASD-relevant behaviors remains poorly understood. In this study, we identify a critical period for the development of ASD-relevant behaviors in a cerebellar male mouse model of tuberous sclerosis complex (TSC), by using the mechanistic target of rapamycin (mTOR) inhibitor, rapamycin, to pharmacologically inhibit dysregulated downstream signaling. We find independent critical periods during which abnormal ASD-relevant behaviors develop for the two core ASD diagnostic criteria, social impairments and behavioral flexibility, and delineate an anatomic, physiological, and behavioral framework. These findings not only further our understanding of the genetic mechanisms underlying the timing of ASD-relevant behaviors but also have the capacity to inform potential therapies to optimize treatment interventions.SIGNIFICANCE STATEMENT No targeted treatments currently exist for autism spectrum disorder (ASD). This complex developmental disorder has established links to genetic and circuit aberrations, yet the precise timing and coordination of these underlying mechanisms that contribute to the spectrum of physiological and behavioral abnormalities remains unclear. Cerebellar pathology is consistently seen in ASD individuals; therefore, we sought to identify the specific windows for cerebellar involvement in the development of ASD-relevant behaviors. Using pharmacologic treatment paradigms, we outline distinct critical periods of developmental vulnerability for ASD-relevant social and inflexible behaviors. From this study, we posit a refined window of time during which ASD symptoms develop that will inform therapeutic timing.
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Affiliation(s)
- Jennifer M Gibson
- Department of Neurology, University of Texas Southwestern Medical Center, Dallas, TX 75390
- Department of Neuroscience, University of Texas Southwestern Medical Center, Dallas, TX 75390
| | - Cleone P Howland
- Department of Neurology, University of Texas Southwestern Medical Center, Dallas, TX 75390
| | - Chongyu Ren
- Department of Neurology, University of Texas Southwestern Medical Center, Dallas, TX 75390
| | - Cyrena Howland
- Department of Neurology, University of Texas Southwestern Medical Center, Dallas, TX 75390
| | - Alexandra Vernino
- Department of Neurology, University of Texas Southwestern Medical Center, Dallas, TX 75390
| | - Peter T Tsai
- Department of Neurology, University of Texas Southwestern Medical Center, Dallas, TX 75390
- Department of Neuroscience, University of Texas Southwestern Medical Center, Dallas, TX 75390
- Departments of Pediatrics and Psychiatry, University of Texas Southwestern Medical Center, Dallas, TX 75390
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Kútna V, O'Leary VB, Hoschl C, Ovsepian SV. Cerebellar demyelination and neurodegeneration associated with mTORC1 hyperactivity may contribute to the developmental onset of autism-like neurobehavioral phenotype in a rat model. Autism Res 2022; 15:791-805. [PMID: 35178882 DOI: 10.1002/aur.2688] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2021] [Revised: 01/14/2022] [Accepted: 02/06/2022] [Indexed: 02/06/2023]
Abstract
The cerebellum hosts more than half of all neurons of the human brain, with their organized activity playing a key role in coordinating motor functions. Cerebellar activity has also been implicated in the control of speech, communication, and social behavior, which are compromised in autism spectrum disorders (ASD). Despite major research advances, there is a shortage of mechanistic data relating cellular and molecular changes in the cerebellum to autistic behavior. We studied the impact of tuberous sclerosis complex 2 haploinsufficiency (Tsc2+/-) with downstream mTORC1 hyperactivity on cerebellar morphology and cellular organization in 1, 9, and 18 m.o. Eker rats, to determine possible structural correlates of an autism-like behavioural phenotype in this model. We report a greater developmental expansion of the cerebellar vermis, owing to enlarged white matter and thickened molecular layer. Histochemical and immunofluorescence data suggest age-related demyelination of central tract of the vermis, as evident from reduced level of myelin-basic protein in the arbora vitae. We also observed a higher number of astrocytes in Tsc2+/- rats of older age while the number of Purkinje cells (PCs) in these animals was lower than in wild-type controls. Unlike astrocytes and PCs, Bergmann glia remained unaltered at all ages in both genotypes, while the number of microglia was higher in Tsc2+/- rats of older age. The convergent evidence for a variety of age-dependent cellular changes in the cerebellum of rats associated with mTORC1 hyperactivity, thus, predicts an array of functional impairments, which may contribute to the developmental onset of an autism-like behavioral phenotype in this model. LAY SUMMARY: This study elucidates the impact of constitutive mTORC1 hyperactivity on cerebellar morphology and cellular organization in a rat model of autism and epilepsy. It describes age-dependent degeneration of Purkinje neurons, with demyelination of central tract as well as activation of microglia, and discusses the implications of these changes for neuro-behavioral phenotypes. The described changes provide new indications for the putative mechanisms underlying cerebellar impairments with their age-related onset, which may contribute to the pathobiology of autism, epilepsy, and related disorders.
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Affiliation(s)
- Viera Kútna
- Department of Experimental Neurobiology, National Institute of Mental Health, Klecany, Czech Republic
| | - Valerie Bríd O'Leary
- Department of Medical Genetics, Third Faculty of Medicine, Charles University, Prague 10, Czech Republic
| | - Cyril Hoschl
- Department of Experimental Neurobiology, National Institute of Mental Health, Klecany, Czech Republic.,Department of Psychiatry and Medical Psychology, Third Faculty of Medicine, Charles University, Prague 10, Czech Republic
| | - Saak V Ovsepian
- Faculty of Engineering and Science, University of Greenwich London, Chatham Maritime, Kent, ME4 4TB, United Kingdom
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Cable J, Purcell RH, Robinson E, Vorstman JAS, Chung WK, Constantino JN, Sanders SJ, Sahin M, Dolmetsch RE, Shah B, Thurm A, Martin CL, Bearden CE, Mulle JG. Harnessing rare variants in neuropsychiatric and neurodevelopment disorders-a Keystone Symposia report. Ann N Y Acad Sci 2021; 1506:5-17. [PMID: 34342000 PMCID: PMC8688183 DOI: 10.1111/nyas.14658] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2021] [Accepted: 06/14/2021] [Indexed: 11/28/2022]
Abstract
Neurodevelopmental neuropsychiatric disorders, such as autism spectrum disorder and schizophrenia, have strong genetic risk components, but the underlying mechanisms have proven difficult to decipher. Rare, high-risk variants may offer an opportunity to delineate the biological mechanisms responsible more clearly for more common idiopathic diseases. Indeed, different rare variants can cause the same behavioral phenotype, demonstrating genetic heterogeneity, while the same rare variant can cause different behavioral phenotypes, demonstrating variable expressivity. These observations suggest convergent underlying biological and neurological mechanisms; identification of these mechanisms may ultimately reveal new therapeutic targets. At the 2021 Keystone eSymposium "Neuropsychiatric and Neurodevelopmental Disorders: Harnessing Rare Variants" a panel of experts in the field described significant progress in genomic discovery and human phenotyping and raised several consistent issues, including the need for detailed natural history studies of rare disorders, the challenges in cohort recruitment, and the importance of viewing phenotypes as quantitative traits that are impacted by rare variants.
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Affiliation(s)
| | - Ryan H. Purcell
- Department of Cell Biology, Emory University School of Medicine, Atlanta, Georgia
| | - Elise Robinson
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, Massachusetts
- Department of Epidemiology, Harvard T. H. Chan School of Public Health, Boston, Massachusetts
| | - Jacob A. S. Vorstman
- Department of Psychiatry and The Centre for Applied Genomics, Program in Genetics and Genome Biology, Hospital for Sick Children, Toronto, ON, Canada
- Department of Psychiatry, University of Toronto, Toronto, ON, Canada
| | - Wendy K. Chung
- Departments of Pediatrics and Medicine, Columbia University, New York, New York
- Simons Foundation, New York, New York
| | - John N. Constantino
- Department of Psychiatry, Washington University School of Medicine, St. Louis, Missouri
| | - Stephan J. Sanders
- Department of Psychiatry and Behavioral Sciences, UCSF Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA
| | - Mustafa Sahin
- Rosamund Stone Zander Translational Neuroscience Center, F.M. Kirby Neurobiology Center, Department of Neurology, Boston Children’s Hospital, Harvard Medical School, Boston, Massachusetts
| | | | - Bina Shah
- Project 8p Foundation, Commission on Novel Technologies for Neurodevelopmental CNVs, New York, New York
| | - Audrey Thurm
- Neurodevelopmental and Behavioral Phenotyping, NIMH, National Institutes of Health, Bethesda, Maryland
| | - Christa L. Martin
- Autism & Developmental Medicine Institute, Geisinger, Danville, Pennsylvania
| | - Carrie E. Bearden
- Integrative Center for Neurogenetics, Departments of Psychiatry and Biobehavioral Science and Psychology, University of California Los Angeles, Los Angeles, California
| | - Jennifer G. Mulle
- Department of Human Genetics, Emory University School of Medicine, Atlanta, Georgia
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Sidira C, Vargiami E, Anastasiou A, Talimtzi P, Kyriazi M, Dragoumi P, Spanou M, Ntinopoulos A, Dalpa E, Evangeliou A, Zafeiriou DI. The Complex Interplay of Cortex, Cerebellum, and Age in a Cohort of Pediatric Patients With Tuberous Sclerosis Complex. Pediatr Neurol 2021; 123:43-49. [PMID: 34399109 DOI: 10.1016/j.pediatrneurol.2021.06.009] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/25/2021] [Revised: 05/09/2021] [Accepted: 06/22/2021] [Indexed: 12/22/2022]
Abstract
BACKGROUND The neurodevelopmental impairment in tuberous sclerosis complex (TSC) has a multifactorial origin. Various factors have been proposed as predictors of neurological outcome such as tuber load, seizure onset, and TSC2 mutation. Cerebellar lesions have been associated with worse neuroradiological phenotype, but their contribution is not well understood. METHODS A partly retrospective and partly prospective pediatric cohort study was conducted at three hospitals in Greece between 2015 and 2020. Patients aged ≤ 18 years with a confirmed TSC daignosis were included and underwent brain imaging, a semistructured interview (authorized Greek version of the tuberous sclerosis-associated neuropsychiatric disorders, or TAND, checklist), and intellectual ability assessment. RESULTS The study populations consisted of 45 patients with TSC (22 females, 23 males; mean age 9.53 years). Twenty patients (44.4%) had cerebellar lesions. Cerebellar involvement was the most powerful predictor of tuber load (P = 0.03). Cerebellar lesions were associated with giant cell astrocytomas (SEGAs) (P = 0.01) and severe neurological outcome (P = 0.01). Even though in the univariate analysis early seizure onset, tuber load, and cerebellar involvement were associated with intellectual impairment and neurological severity, none of them was an independent predictor of cognitive outcome and neurological severity. CONCLUSIONS Cerebellar lesions are common among individuals with TSC. Cerebellar involvement correlates with supratentorial derangement and the development of SEGAs, which is suggestive of a more severe clinical and neuroradiological phenotype. Cerebellar involvement and early seizure onset were not independent predictors of either neurological severity or intellectual disability or neurobehavioral outcome; their role in TSC clinical phenotype should be further investigated.
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Affiliation(s)
- Christina Sidira
- 1st Paediatric Department, Developmental Centre "A. Fokas", Aristotle University of Thessaloniki, "Hippokration" General Hospital, Thessaloniki, Greece
| | - Efthymia Vargiami
- 1st Paediatric Department, Developmental Centre "A. Fokas", Aristotle University of Thessaloniki, "Hippokration" General Hospital, Thessaloniki, Greece
| | | | - Persefoni Talimtzi
- Department of Hygiene, Social-Preventive Medicine & Medical Statistics, School of Medicine, Faculty of Health Sciences, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Maria Kyriazi
- 1st Paediatric Department, Developmental Centre "A. Fokas", Aristotle University of Thessaloniki, "Hippokration" General Hospital, Thessaloniki, Greece
| | - Pinelopi Dragoumi
- 1st Paediatric Department, Developmental Centre "A. Fokas", Aristotle University of Thessaloniki, "Hippokration" General Hospital, Thessaloniki, Greece
| | - Maria Spanou
- 3(rd)Pediatric Department, National and Kapodistrian University of Athens, "Attikon" University Hospital, Athens, Greece
| | - Argirios Ntinopoulos
- 3(rd)Pediatric Department, National and Kapodistrian University of Athens, "Attikon" University Hospital, Athens, Greece
| | - Efterpi Dalpa
- 4(th) Pediatric Department, Aristotle University of Thessaloniki, "Papageorgiou" General Hospital, Thessaloniki, Greece
| | - Athanasios Evangeliou
- 4(th) Pediatric Department, Aristotle University of Thessaloniki, "Papageorgiou" General Hospital, Thessaloniki, Greece
| | - Dimitrios I Zafeiriou
- 1st Paediatric Department, Developmental Centre "A. Fokas", Aristotle University of Thessaloniki, "Hippokration" General Hospital, Thessaloniki, Greece.
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Prediction of tuberous sclerosis-associated neurocognitive disorders and seizures via machine learning of structural magnetic resonance imaging. Neuroradiology 2021; 64:611-620. [PMID: 34532765 DOI: 10.1007/s00234-021-02789-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2021] [Accepted: 08/06/2021] [Indexed: 10/20/2022]
Abstract
PURPOSE Tuberous sclerosis complex (TSC) is a genetic disorder characterized by multiorgan hamartomas, including cerebral lesions, with seizures as a common presentation. Most TSC patients will also experience neurocognitive comorbidities. Our objective was to use machine learning techniques incorporating clinical and imaging data to predict the occurrence of major neurocognitive disorders and seizures in TSC patients. METHODS A cohort of TSC patients were enrolled in this retrospective study. Clinical data included genetic, demographic, and seizure characteristics. Imaging parameters included the number, characteristics, and location of cortical tubers and the presence of subependymal nodules, SEGAs, and cerebellar tubers. A random forest machine learning scheme was used to predict seizures and neurodevelopmental delay or intellectual developmental disability. Prediction ability was assessed by the area-under-the-curve of receiver-operating-characteristics (AUC-ROC) of ten-fold cross-validation training set and an independent validation set. RESULTS The study population included 77 patients, 55% male (17.1 ± 11.7 years old). The model achieved AUC-ROC of 0.72 ± 0.1 and 0.68 in the training and internal validation datasets, respectively, for predicting neurocognitive comorbidity. Performance was limited in predicting seizures (AUC-ROC of 0.54 ± 0.19 and 0.71 in the training and internal validation datasets, respectively). The integration of seizure characteristics into the model improved the prediction of neurocognitive comorbidity with AUC-ROC of 0.84 ± 0.07 and 0.75 in the training and internal validation datasets, respectively. CONCLUSIONS This proof of concept study shows that it is possible to achieve a reasonable prediction of major neurocognitive morbidity in TSC patients using structural brain imaging and machine learning techniques. These tools can help clinicians identify subgroups of TSC patients with an increased risk of developing neurocognitive comorbidities.
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Dalal JS, Winden KD, Salussolia CL, Sundberg M, Singh A, Pham TT, Zhou P, Pu WT, Miller MT, Sahin M. Loss of Tsc1 in cerebellar Purkinje cells induces transcriptional and translation changes in FMRP target transcripts. eLife 2021; 10:e67399. [PMID: 34259631 PMCID: PMC8279760 DOI: 10.7554/elife.67399] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2021] [Accepted: 06/29/2021] [Indexed: 12/19/2022] Open
Abstract
Tuberous sclerosis complex (TSC) is a genetic disorder that is associated with multiple neurological manifestations. Previously, we demonstrated that Tsc1 loss in cerebellar Purkinje cells (PCs) can cause altered social behavior in mice. Here, we performed detailed transcriptional and translational analyses of Tsc1-deficient PCs to understand the molecular alterations in these cells. We found that target transcripts of the Fragile X Mental Retardation Protein (FMRP) are reduced in mutant PCs with evidence of increased degradation. Surprisingly, we observed unchanged ribosomal binding for many of these genes using translating ribosome affinity purification. Finally, we found that multiple FMRP targets, including SHANK2, were reduced, suggesting that compensatory increases in ribosomal binding efficiency may be unable to overcome reduced transcript levels. These data further implicate dysfunction of FMRP and its targets in TSC and suggest that treatments aimed at restoring the function of these pathways may be beneficial.
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Affiliation(s)
- Jasbir Singh Dalal
- Department of Neurology, Rosamund Stone Zander Translational Neuroscience Center, Kirby Neurobiology Center, Boston Children’s HospitalBostonUnited States
| | - Kellen Diamond Winden
- Department of Neurology, Rosamund Stone Zander Translational Neuroscience Center, Kirby Neurobiology Center, Boston Children’s HospitalBostonUnited States
| | - Catherine Lourdes Salussolia
- Department of Neurology, Rosamund Stone Zander Translational Neuroscience Center, Kirby Neurobiology Center, Boston Children’s HospitalBostonUnited States
| | - Maria Sundberg
- Department of Neurology, Rosamund Stone Zander Translational Neuroscience Center, Kirby Neurobiology Center, Boston Children’s HospitalBostonUnited States
| | - Achint Singh
- Department of Neurology, Rosamund Stone Zander Translational Neuroscience Center, Kirby Neurobiology Center, Boston Children’s HospitalBostonUnited States
| | - Truc Thanh Pham
- Department of Neurology, Rosamund Stone Zander Translational Neuroscience Center, Kirby Neurobiology Center, Boston Children’s HospitalBostonUnited States
| | - Pingzhu Zhou
- Department of Cardiology, Boston Children’s HospitalBostonUnited States
| | - William T Pu
- Department of Cardiology, Boston Children’s HospitalBostonUnited States
- Harvard Medical SchoolBostonUnited States
| | - Meghan T Miller
- Roche Pharma Research and Early Development, Neuroscience and Rare Diseases, Roche Innovation Center BaselBaselSwitzerland
| | - Mustafa Sahin
- Department of Neurology, Rosamund Stone Zander Translational Neuroscience Center, Kirby Neurobiology Center, Boston Children’s HospitalBostonUnited States
- Harvard Medical SchoolBostonUnited States
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11
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Stoodley CJ, Tsai PT. Adaptive Prediction for Social Contexts: The Cerebellar Contribution to Typical and Atypical Social Behaviors. Annu Rev Neurosci 2021; 44:475-493. [PMID: 34236892 DOI: 10.1146/annurev-neuro-100120-092143] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Social interactions involve processes ranging from face recognition to understanding others' intentions. To guide appropriate behavior in a given context, social interactions rely on accurately predicting the outcomes of one's actions and the thoughts of others. Because social interactions are inherently dynamic, these predictions must be continuously adapted. The neural correlates of social processing have largely focused on emotion, mentalizing, and reward networks, without integration of systems involved in prediction. The cerebellum forms predictive models to calibrate movements and adapt them to changing situations, and cerebellar predictive modeling is thought to extend to nonmotor behaviors. Primary cerebellar dysfunction can produce social deficits, and atypical cerebellar structure and function are reported in autism, which is characterized by social communication challenges and atypical predictive processing. We examine the evidence that cerebellar-mediated predictions and adaptation play important roles in social processes and argue that disruptions in these processes contribute to autism.
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Affiliation(s)
- Catherine J Stoodley
- Departments of Neuroscience and Psychology, American University, Washington, DC 20016, USA
| | - Peter T Tsai
- Departments of Neurology, Neuroscience, Psychiatry, and Pediatrics, University of Texas Southwestern Medical Center, Dallas, Texas 75390, USA;
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12
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Weerasinghe S, Sato TS. All tubers are not created equal: Cerebellar tubers in a pediatric patient with tuberous sclerosis. Radiol Case Rep 2020; 16:497-499. [PMID: 33363690 PMCID: PMC7753220 DOI: 10.1016/j.radcr.2020.12.033] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2020] [Accepted: 12/11/2020] [Indexed: 11/18/2022] Open
Abstract
Tuberous sclerosis complex (TSC) is a rare autosomal dominant disease characterized by multiple tumors throughout the body. Supratentorial hamartomas (or tubers), are a very common CNS feature of TSC. Cerebellar tubers are much less common in TSC. We present an interesting case of cerebellar tuber in a 14-year-old patient with TSC, highlighting clinical and diagnostic criteria for TSC and review the unique features of cerebellar tubers, differentiating these lesions from their more common supratentorial counterparts. This case serves as an educational tool to improve awareness of cerebellar tubers in patients with tuberous sclerosis.
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Affiliation(s)
| | - Takashi S Sato
- Department of Radiology, Stead Family Children's Hospital, University of Iowa, 200 Hawkins Dr. 3889 JPP, Iowa City, IA 52242 USA
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13
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Specchio N, Pietrafusa N, Trivisano M, Moavero R, De Palma L, Ferretti A, Vigevano F, Curatolo P. Autism and Epilepsy in Patients With Tuberous Sclerosis Complex. Front Neurol 2020; 11:639. [PMID: 32849171 PMCID: PMC7431762 DOI: 10.3389/fneur.2020.00639] [Citation(s) in RCA: 33] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2020] [Accepted: 05/29/2020] [Indexed: 12/27/2022] Open
Abstract
Introduction: Individuals with Tuberous Sclerosis Complex (TSC) are at increased risk of developing both epilepsy and autism spectrum disorder (ASD), but the relationship between these conditions is little understood. We reviewed published reports to elucidate the relationship between ASD, epilepsy, and TSC, and to define the genetic and neurological risk factors. Methods: Articles (January 2004-May 2019) were identified via PubMed, EMBASE, and CENTRAL databases. Article inclusion required report on individuals with TSC-associated ASD and epilepsy with prevalence, odds ratio, or rate report on the comorbidity of ASD in epileptic patients due to TSC. Results: A total of 841 abstracts were identified in the original search. Thirty-six articles were included, which identified study populations, ASD measures used, and study confounders as bias factors. This review included 2,666 TSC patients, with a mean age of 15.9 years (range 1.94-30.3 years). The percentage of TSC patients with epilepsy and autism was 33.7%. Patients with TSC and autism showed more frequent seizures and earlier epilepsy onset than TSC patients without autism. ASD and intractable epilepsy were both predicted by a higher number of areas with dysplastic features revealed in brain MR scans. ASD, the onset of seizures in children <2 years of age, and >3 tubers have all been associated with an increased risk of refractory epilepsy in TSC patients. However, the direction of the relationship is not clear because a history of epilepsy, or infantile spasms in patients with TSC is also associated with an increased likelihood of ASD. Overall, 73.2% of patients carried TSC2 genetic variant and, among patients with TSC and autism, the percentage of TSC2 individuals was 85.6%. Conclusions: The complex interrelationship between TSC, autism, and epilepsy, coupled with limited knowledge on the neurobiological basis for the interrelationship, limits overall understanding and opportunities for management. The results of this review highlight the need for early identification and management to optimize favorable outcomes in the most vulnerable individuals with TSC. Regardless of whether studies are considered individually or collectively, interpretation is made difficult due to the differences between the studies, most notably between methods and diagnostic criteria used to assess intellectual ability.
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Affiliation(s)
- Nicola Specchio
- Rare and Complex Epilepsy Unit, Division of Neurology, Department of Neurosciences, Bambino Gesù Children's Hospital, IRCCS, Rome, Italy
- Member of European Reference Network EpiCARE
| | - Nicola Pietrafusa
- Rare and Complex Epilepsy Unit, Division of Neurology, Department of Neurosciences, Bambino Gesù Children's Hospital, IRCCS, Rome, Italy
| | - Marina Trivisano
- Rare and Complex Epilepsy Unit, Division of Neurology, Department of Neurosciences, Bambino Gesù Children's Hospital, IRCCS, Rome, Italy
| | - Romina Moavero
- Child Neurology and Psychiatry Unit, Systems Medicine Department, Tor Vergata University, Rome, Italy
- Department of Neuroscience, Bambino Gesù Children's Hospital, IRCCS, Rome, Italy
| | - Luca De Palma
- Rare and Complex Epilepsy Unit, Division of Neurology, Department of Neurosciences, Bambino Gesù Children's Hospital, IRCCS, Rome, Italy
| | - Alessandro Ferretti
- Rare and Complex Epilepsy Unit, Division of Neurology, Department of Neurosciences, Bambino Gesù Children's Hospital, IRCCS, Rome, Italy
| | - Federico Vigevano
- Member of European Reference Network EpiCARE
- Department of Neuroscience, Bambino Gesù Children's Hospital, IRCCS, Rome, Italy
| | - Paolo Curatolo
- Child Neurology and Psychiatry Unit, Systems Medicine Department, Tor Vergata University, Rome, Italy
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14
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Su LD, Xu FX, Wang XT, Cai XY, Shen Y. Cerebellar Dysfunction, Cerebro-cerebellar Connectivity and Autism Spectrum Disorders. Neuroscience 2020; 462:320-327. [PMID: 32450293 DOI: 10.1016/j.neuroscience.2020.05.028] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2020] [Revised: 05/06/2020] [Accepted: 05/15/2020] [Indexed: 10/24/2022]
Abstract
The cerebellum has long been conceptualized to control motor learning and motor coordination. However, increasing evidence suggests its roles in cognition and emotion behaviors. In particular, the cerebellum has been recognized as one of key brain regions affected in autism spectrum disorder (ASD). To better understand the contribution of the cerebellum in ASD pathogenesis, we here discuss recent behavioral, genetic, and molecular studies from the human and mouse models. In addition, we raise several questions that need to be investigated in future studies from the point view of cerebellar dysfunction, cerebro-cerebellar connectivity and ASD.
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Affiliation(s)
- Li-Da Su
- Neuroscience Care Unit, Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou 310009, China
| | - Fang-Xiao Xu
- Department of Physiology, Zhejiang University School of Medicine, Hangzhou 310058, China
| | - Xin-Tai Wang
- Department of Physiology, Zhejiang University School of Medicine, Hangzhou 310058, China
| | - Xin-Yu Cai
- Department of Physiology, Zhejiang University School of Medicine, Hangzhou 310058, China
| | - Ying Shen
- Department of Physiology, Zhejiang University School of Medicine, Hangzhou 310058, China.
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15
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Fernández M, Sierra-Arregui T, Peñagarikano O. The Cerebellum and Autism: More than Motor Control. Behav Neurosci 2019. [DOI: 10.5772/intechopen.85897] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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16
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Toldo I, Bugin S, Perissinotto E, Pelizza MF, Vignoli A, Parazzini C, Canevini MP, Nosadini M, Sartori S, Manara R. Cerebellar lesions as potential predictors of neurobehavioural phenotype in tuberous sclerosis complex. Dev Med Child Neurol 2019; 61:1221-1228. [PMID: 31313298 DOI: 10.1111/dmcn.14313] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 05/21/2019] [Indexed: 11/30/2022]
Abstract
AIM To improve the genetic, clinical, and neuroradiological characterization of cerebellar involvement in tuberous sclerosis complex (TSC) and determine whether cerebellar lesions could be a reliable biomarker of neurological impairment. METHOD This retrospective cohort study, held at two tertiary paediatric university centres, was conducted on patients with a confirmed diagnosis of TSC who underwent brain magnetic resonance imaging between October 2009 and May 2016. The study population consisted of 112 patients with TSC (median age 10y; range 5mo-38y; 61 females, 51 males). RESULTS The results from multivariable statistical analysis indicated that cerebellar involvement (34 out of 112 patients, none carrying a TSC1 mutation) was the most powerful predictor of supratentorial cortical tuber load; however, cerebellar involvement was not the best predictor of clinical phenotype when supratentorial tuber load and TSC2 mutations were taken into consideration. The association between cerebellar lesions and a more severe clinical and neuroradiological phenotype was statistically significant and may be due to its strong association with TSC2 mutations and higher cortical tuber load. INTERPRETATION Cerebellar involvement is not the best predictor of neurobehavioural outcome, including TSC-related autism, after adjusting for TSC2 and the number of cortical tubers. Its role in the TSC clinical phenotype needs to be investigated further. WHAT THIS PAPER ADDS Cerebellar involvement is a powerful predictor of supratentorial cortical involvement and a potential biomarker of disease severity. Cerebellar lesions significantly correlate with a more severe clinical and neuroradiological phenotype. Cerebellar involvement is not the best predictor of neurobehavioural outcome.
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Affiliation(s)
- Irene Toldo
- Pediatric Neurology and Neurophysiology Unit, Department of Woman's and Child's Health, University of Padua, Padua, Italy
| | - Samuela Bugin
- Pediatric Neurology and Neurophysiology Unit, Department of Woman's and Child's Health, University of Padua, Padua, Italy
| | - Egle Perissinotto
- Unit of Biostatistics, Epidemiology and Public Health, Department of Cardiac, Thoracic, Vascular Sciences and Public Health, University of Padua, Padua, Italy
| | - Maria Federica Pelizza
- Pediatric Neurology and Neurophysiology Unit, Department of Woman's and Child's Health, University of Padua, Padua, Italy
| | - Aglaia Vignoli
- Neuropsychiatric Unit, Health Sciences Department, Epilepsy Center, ASST Santi Paolo Carlo, University of Milan, Milan, Italy
| | - Cecilia Parazzini
- Department of Pediatric Radiology and Neuroradiology, Children's Hospital "V. Buzzi", Milan, Italy
| | - Maria Paola Canevini
- Neuropsychiatric Unit, Health Sciences Department, Epilepsy Center, ASST Santi Paolo Carlo, University of Milan, Milan, Italy
| | - Margherita Nosadini
- Pediatric Neurology and Neurophysiology Unit, Department of Woman's and Child's Health, University of Padua, Padua, Italy
| | - Stefano Sartori
- Pediatric Neurology and Neurophysiology Unit, Department of Woman's and Child's Health, University of Padua, Padua, Italy
| | - Renzo Manara
- Neuroradiology Unit, University of Salerno, Salerno, Italy
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17
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Carta I, Chen CH, Schott AL, Dorizan S, Khodakhah K. Cerebellar modulation of the reward circuitry and social behavior. Science 2019; 363:363/6424/eaav0581. [PMID: 30655412 DOI: 10.1126/science.aav0581] [Citation(s) in RCA: 349] [Impact Index Per Article: 58.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2018] [Accepted: 11/21/2018] [Indexed: 12/13/2022]
Abstract
The cerebellum has been implicated in a number of nonmotor mental disorders such as autism spectrum disorder, schizophrenia, and addiction. However, its contribution to these disorders is not well understood. In mice, we found that the cerebellum sends direct excitatory projections to the ventral tegmental area (VTA), one of the brain regions that processes and encodes reward. Optogenetic activation of the cerebello-VTA projections was rewarding and, in a three-chamber social task, these projections were more active when the animal explored the social chamber. Intriguingly, activity in the cerebello-VTA pathway was required for the mice to show social preference in this task. Our data delineate a major, previously unappreciated role for the cerebellum in controlling the reward circuitry and social behavior.
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Affiliation(s)
- Ilaria Carta
- Dominick P. Purpura Department of Neuroscience, Albert Einstein College of Medicine, New York, NY 10461, USA
| | - Christopher H Chen
- Dominick P. Purpura Department of Neuroscience, Albert Einstein College of Medicine, New York, NY 10461, USA
| | - Amanda L Schott
- Dominick P. Purpura Department of Neuroscience, Albert Einstein College of Medicine, New York, NY 10461, USA
| | - Schnaude Dorizan
- Dominick P. Purpura Department of Neuroscience, Albert Einstein College of Medicine, New York, NY 10461, USA
| | - Kamran Khodakhah
- Dominick P. Purpura Department of Neuroscience, Albert Einstein College of Medicine, New York, NY 10461, USA. .,Department of Psychiatry and Behavioral Sciences, Albert Einstein College of Medicine, New York, NY 10461, USA.,Saul R. Korey Department of Neurology, Albert Einstein College of Medicine, New York, NY 10461, USA
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18
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Savic I, Perski A, Osika W. MRI Shows that Exhaustion Syndrome Due to Chronic Occupational Stress is Associated with Partially Reversible Cerebral Changes. Cereb Cortex 2019; 28:894-906. [PMID: 28108490 DOI: 10.1093/cercor/bhw413] [Citation(s) in RCA: 33] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2016] [Indexed: 11/13/2022] Open
Abstract
The present study investigates the cerebral effects of chronic occupational stress and its possible reversibility. Forty-eight patients with occupational exhaustion syndrome (29 women) and 80 controls (47 women) underwent structural magnetic resonance imaging (MRI) and neuropsychological testing. Forty-four participants (25 patients, 19 controls) also completed a second MRI scan after 1-2 years. Only patients received cognitive therapy. The stressed group at intake had reduced thickness in the right prefrontal cortex (PFC) and left superior temporal gyrus (STG), enlarged amygdala volumes, and reduced caudate volumes. Except for the caudate volume, these abnormalities were more pronounced in females. They were all related to perceived stress, which was similar for both genders. Thickness of the PFC also correlated with an impaired ability to down-modulate negative emotions. Thinning of PFC and reduction of caudate volume normalized in the follow-up. The amygdala enlargement and the left STG thinning remained. Longitudinal changes were not detected among controls. Chronic occupational stress was associated with partially reversible structural abnormalities in key regions for stress processing. These changes were dynamically correlated with the degree of perceived stress, highlighting a possible causal link. They seem more pronounced in women, and could be a substrate for an increased cerebral vulnerability to stress-related psychiatric disorders.
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Affiliation(s)
- I Savic
- Department of Women's and Children's Health, and Neurology Clinic, Karolinska Institutet and Hospital, Stockholm, Sweden
| | - A Perski
- Stress Clinic Foundation and Stress Research Institute, Stockholm University, Stockholm, Sweden
| | - W Osika
- Stress Clinic Foundation and Stress Research Institute, Stockholm University, Stockholm, Sweden.,Department of Clinical Neuroscience, Karolinska Institutet, Center for Social Sustainability, Karolinska Institutet, Stockholm, Sweden
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19
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Sundberg M, Tochitsky I, Buchholz DE, Winden K, Kujala V, Kapur K, Cataltepe D, Turner D, Han MJ, Woolf CJ, Hatten ME, Sahin M. Purkinje cells derived from TSC patients display hypoexcitability and synaptic deficits associated with reduced FMRP levels and reversed by rapamycin. Mol Psychiatry 2018; 23:2167-2183. [PMID: 29449635 PMCID: PMC6093816 DOI: 10.1038/s41380-018-0018-4] [Citation(s) in RCA: 71] [Impact Index Per Article: 10.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/10/2017] [Revised: 12/06/2017] [Accepted: 12/11/2017] [Indexed: 12/11/2022]
Abstract
Accumulating evidence suggests that cerebellar dysfunction early in life is associated with autism spectrum disorder (ASD), but the molecular mechanisms underlying the cerebellar deficits at the cellular level are unclear. Tuberous sclerosis complex (TSC) is a neurocutaneous disorder that often presents with ASD. Here, we developed a cerebellar Purkinje cell (PC) model of TSC with patient-derived human induced pluripotent stem cells (hiPSCs) to characterize the molecular mechanisms underlying cerebellar abnormalities in ASD and TSC. Our results show that hiPSC-derived PCs from patients with pathogenic TSC2 mutations displayed mTORC1 pathway hyperactivation, defects in neuronal differentiation and RNA regulation, hypoexcitability and reduced synaptic activity when compared with those derived from controls. Our gene expression analyses revealed downregulation of several components of fragile X mental retardation protein (FMRP) targets in TSC2-deficient hiPSC-PCs. We detected decreased expression of FMRP, glutamate receptor δ2 (GRID2), and pre- and post-synaptic markers such as synaptophysin and PSD95 in the TSC2-deficient hiPSC-PCs. The mTOR inhibitor rapamycin rescued the deficits in differentiation, synaptic dysfunction, and hypoexcitability of TSC2 mutant hiPSC-PCs in vitro. Our findings suggest that these gene expression changes and cellular abnormalities contribute to aberrant PC function during development in TSC affected individuals.
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Affiliation(s)
- Maria Sundberg
- Department of Neurology, F.M. Kirby Center for Neurobiology, Boston Children's Hospital, Harvard Medical School, Boston, MA, USA
- Harvard Stem Cell Institute, Harvard University, Cambridge, MA, USA
| | - Ivan Tochitsky
- Department of Neurology, F.M. Kirby Center for Neurobiology, Boston Children's Hospital, Harvard Medical School, Boston, MA, USA
| | - David E Buchholz
- Laboratory of Developmental Neurobiology, The Rockefeller University, New York, NY, USA
| | - Kellen Winden
- Department of Neurology, F.M. Kirby Center for Neurobiology, Boston Children's Hospital, Harvard Medical School, Boston, MA, USA
| | - Ville Kujala
- Harvard John A. Paulson School of Engineering and Applied Sciences, Boston, MA, USA
| | - Kush Kapur
- Department of Neurology, F.M. Kirby Center for Neurobiology, Boston Children's Hospital, Harvard Medical School, Boston, MA, USA
| | - Deniz Cataltepe
- Department of Neurology, F.M. Kirby Center for Neurobiology, Boston Children's Hospital, Harvard Medical School, Boston, MA, USA
| | - Daria Turner
- Department of Neurology, F.M. Kirby Center for Neurobiology, Boston Children's Hospital, Harvard Medical School, Boston, MA, USA
| | - Min-Joon Han
- Department of Neurology, F.M. Kirby Center for Neurobiology, Boston Children's Hospital, Harvard Medical School, Boston, MA, USA
| | - Clifford J Woolf
- Department of Neurology, F.M. Kirby Center for Neurobiology, Boston Children's Hospital, Harvard Medical School, Boston, MA, USA
- Harvard Stem Cell Institute, Harvard University, Cambridge, MA, USA
| | - Mary E Hatten
- Laboratory of Developmental Neurobiology, The Rockefeller University, New York, NY, USA
| | - Mustafa Sahin
- Department of Neurology, F.M. Kirby Center for Neurobiology, Boston Children's Hospital, Harvard Medical School, Boston, MA, USA.
- Harvard Stem Cell Institute, Harvard University, Cambridge, MA, USA.
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20
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Tsai PT, Rudolph S, Guo C, Ellegood J, Gibson JM, Schaeffer SM, Mogavero J, Lerch JP, Regehr W, Sahin M. Sensitive Periods for Cerebellar-Mediated Autistic-like Behaviors. Cell Rep 2018; 25:357-367.e4. [PMID: 30304677 PMCID: PMC6226056 DOI: 10.1016/j.celrep.2018.09.039] [Citation(s) in RCA: 79] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2018] [Revised: 07/06/2018] [Accepted: 09/12/2018] [Indexed: 02/06/2023] Open
Abstract
Despite a prevalence exceeding 1%, mechanisms underlying autism spectrum disorders (ASDs) are poorly understood, and targeted therapies and guiding parameters are urgently needed. We recently demonstrated that cerebellar dysfunction is sufficient to generate autistic-like behaviors in a mouse model of tuberous sclerosis complex (TSC). Here, using the mechanistic target of rapamycin (mTOR)-specific inhibitor rapamycin, we define distinct sensitive periods for treatment of autistic-like behaviors with sensitive periods extending into adulthood for social behaviors. We identify cellular and electrophysiological parameters that may contribute to behavioral rescue, with rescue of Purkinje cell survival and excitability corresponding to social behavioral rescue. In addition, using anatomic and diffusion-based MRI, we identify structural changes in cerebellar domains implicated in ASD that correlate with sensitive periods of specific autism-like behaviors. These findings thus not only define treatment parameters into adulthood, but also support a mechanistic basis for the targeted rescue of autism-related behaviors.
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Affiliation(s)
- Peter T Tsai
- F.M. Kirby Neurobiology Center, Department of Neurology, Boston Children's Hospital, Harvard Medical School, Boston, MA, USA; Department of Neurology and Neurotherapeutics, UT Southwestern Medical Center, Dallas, TX, USA.
| | | | - Chong Guo
- Department of Neurobiology, Harvard Medical School, Boston, MA, USA
| | - Jacob Ellegood
- Mouse Imaging Centre, Hospital for Sick Kids, Toronto, ON, Canada
| | - Jennifer M Gibson
- Department of Neurology and Neurotherapeutics, UT Southwestern Medical Center, Dallas, TX, USA
| | - Samantha M Schaeffer
- F.M. Kirby Neurobiology Center, Department of Neurology, Boston Children's Hospital, Harvard Medical School, Boston, MA, USA
| | - Jazmin Mogavero
- F.M. Kirby Neurobiology Center, Department of Neurology, Boston Children's Hospital, Harvard Medical School, Boston, MA, USA
| | - Jason P Lerch
- Mouse Imaging Centre, Hospital for Sick Kids, Toronto, ON, Canada; Department of Medical Biophysics, University of Toronto, Toronto, ON, Canada
| | - Wade Regehr
- Department of Neurobiology, Harvard Medical School, Boston, MA, USA
| | - Mustafa Sahin
- F.M. Kirby Neurobiology Center, Department of Neurology, Boston Children's Hospital, Harvard Medical School, Boston, MA, USA.
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21
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Regionally specific TSC1 and TSC2 gene expression in tuberous sclerosis complex. Sci Rep 2018; 8:13373. [PMID: 30190613 PMCID: PMC6127129 DOI: 10.1038/s41598-018-31075-4] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2018] [Accepted: 08/06/2018] [Indexed: 12/15/2022] Open
Abstract
Tuberous sclerosis complex (TSC), a heritable neurodevelopmental disorder, is caused by mutations in the TSC1 or TSC2 genes. To date, there has been little work to elucidate regional TSC1 and TSC2 gene expression within the human brain, how it changes with age, and how it may influence disease. Using a publicly available microarray dataset, we found that TSC1 and TSC2 gene expression was highest within the adult neo-cerebellum and that this pattern of increased cerebellar expression was maintained throughout postnatal development. During mid-gestational fetal development, however, TSC1 and TSC2 expression was highest in the cortical plate. Using a bioinformatics approach to explore protein and genetic interactions, we confirmed extensive connections between TSC1/TSC2 and the other genes that comprise the mammalian target of rapamycin (mTOR) pathway, and show that the mTOR pathway genes with the highest connectivity are also selectively expressed within the cerebellum. Finally, compared to age-matched controls, we found increased cerebellar volumes in pediatric TSC patients without current exposure to antiepileptic drugs. Considered together, these findings suggest that the cerebellum may play a central role in TSC pathogenesis and may contribute to the cognitive impairment, including the high incidence of autism spectrum disorder, observed in the TSC population.
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22
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Bruchhage MMK, Bucci MP, Becker EBE. Cerebellar involvement in autism and ADHD. HANDBOOK OF CLINICAL NEUROLOGY 2018; 155:61-72. [PMID: 29891077 DOI: 10.1016/b978-0-444-64189-2.00004-4] [Citation(s) in RCA: 43] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
The cerebellum has long been known for its importance in motor learning and coordination. However, increasing evidence supports a role for the cerebellum in cognition and emotion. Consistent with a role in cognitive functions, the cerebellum has emerged as one of the key brain regions affected in nonmotor disorders, including autism spectrum disorder and attention deficit-hyperactivity disorder. Here, we discuss behavioral, postmortem, genetic, and neuroimaging studies in humans in order to understand the cerebellar contributions to the pathogenesis of both disorders. We also review relevant animal model findings.
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Affiliation(s)
- Muriel M K Bruchhage
- Centre for Neuroimaging Sciences, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom
| | - Maria-Pia Bucci
- Child and Adolescent Psychiatry Department, Robert Debré Hospital, Paris, France
| | - Esther B E Becker
- Department of Physiology, Anatomy and Genetics, University of Oxford, Oxford, United Kingdom.
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23
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Abstract
Single-photon emission computed tomography (SPECT) and positron emission tomography (PET) with different radiotracers enable regional evaluation of blood flow and glucose metabolism, of receptors and transporters of several molecules, and of abnormal deposition of peptides and proteins in the brain. The cerebellum has been used as a reference region for different radiotracers in several disease conditions. Whole-brain voxel-wise analysis is not affected by a priori knowledge bias and should be preferred. SPECT and PET have contributed to establishing the cerebellum role in motion, cognition, and emotion control in physiologic and pathophysiologic conditions. The basic abnormal imaging findings include decreased or increased uptake of flow or metabolism tracers in the cerebellum alone or as part of a network. Decreased uptake is generally observed in primary structural damage of the cerebellum, but can also represent a distant effect of cerebral damage (crossed diaschisis). Increased uptake can be observed in Freidreich ataxia, inflammatory or immune-mediated diseases of the cerebellum, and in status epilepticus. The possibility is also recognized that primary structural damage of the cerebellum might determine distance effects on other brain structures (reversed diaschisis). So far, SPECT and PET have been predominantly used in clinical studies to investigate cerebellar changes in neurologic and psychiatric diseases and in connection with pharmacologic, transcranial magnetic stimulation, deep-brain stimulation, or surgical treatments.
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24
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Boronat S, Thiele EA, Caruso P. Cerebellar lesions are associated with TSC2 mutations in tuberous sclerosis complex: a retrospective record review study. Dev Med Child Neurol 2017; 59:1071-1076. [PMID: 28786492 DOI: 10.1111/dmcn.13499] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 05/03/2017] [Indexed: 11/30/2022]
Abstract
AIM Cerebellar lesions are present in approximately 30% of patients with tuberous sclerosis complex. Although several prior studies have characterized these lesions, our study provides the first description of the specific distribution of these lesions within the cerebellum and the first genotype-phenotype correlation yet to be published. METHOD We retrospectively reviewed magnetic resonance images from 220 paediatric and adult patients with tuberous sclerosis complex (95 males, 125 females; mean age 22.7y, range 9mo-81y). Sex, age, and genotype of patients with cerebellar lesions were recorded and specific characteristics, including signal intensity, number, shape, presence of enhancement, calcification or haemorrhage, and location within the cerebellar lobules were noted. RESULTS Fifty-eight patients (26.4%) had 106 cerebellar lesions (62 right, 44 left). The mean number of cerebellar lesions per patient was 1.8 (range 1-6). Enhancement was present in 42.4% of lesions and folial retraction in 84%. Calcification was detected in 86.8% of lesions. Patients with calcified lesions were older (mean age 21.6y) than patients without calcification (11.5y). TSC2 mutations were detected in 41/42 (97.6%) of patients with cerebellar tubers who had genetic testing and one patient had no mutation identified. None of the patients had TSC1 mutation. INTERPRETATION We provide new information regarding cerebellar lesions in tuberous sclerosis complex: cerebellar lesions are significantly much more frequent in patients with TSC2 mutations than TSC1 mutations or patients with no mutation identified, and Crus II is the most frequent location of cerebellar lesions. New studies are needed to assess the clinical significance of these lesions.
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Affiliation(s)
- Susana Boronat
- Department of Neurology, Massachusetts General Hospital, Boston, MA, USA.,Department of Pediatric Neurology, Vall d' Hebron Hospital, Universitat Autònoma de Barcelona, Barcelona, Spain
| | | | - Paul Caruso
- Department of Neuroradiology, Massachusetts General Hospital, Boston, MA, USA
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25
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Kumar A, Chugani HT. The Role of Radionuclide Imaging in Epilepsy, Part 2: Epilepsy Syndromes. J Nucl Med Technol 2017; 45:22-29. [DOI: 10.2967/jnumed.113.129593] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2013] [Accepted: 07/31/2013] [Indexed: 11/16/2022] Open
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26
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Peter S, De Zeeuw CI, Boeckers TM, Schmeisser MJ. Cerebellar and Striatal Pathologies in Mouse Models of Autism Spectrum Disorder. ADVANCES IN ANATOMY, EMBRYOLOGY, AND CELL BIOLOGY 2017; 224:103-119. [PMID: 28551753 DOI: 10.1007/978-3-319-52498-6_6] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Abstract
Autism spectrum disorder (ASD) is a complex neurodevelopmental condition with a strong genetic component. To date, several hundred different genetic mutations have been identified to play a role in its aetiology. The heterogeneity of genetic abnormalities combined with the different brain regions where aberrations are found makes the search for causative mechanisms a daunting task. Even within a limited number of brain regions, a myriad of different neural circuit dysfunctions may lead to ASD. Here, we review mouse models that incorporate mutations of ASD risk genes causing pathologies in the cerebellum and striatum and highlight the vulnerability of related circuit dysfunctions within these brain regions in ASD pathophysiology.
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Affiliation(s)
- Saša Peter
- Netherlands Institute for Neuroscience, Amsterdam, The Netherlands. .,Department of Neuroscience, Erasmus Medical Center, Rotterdam, The Netherlands.
| | - Chris I De Zeeuw
- Netherlands Institute for Neuroscience, Amsterdam, The Netherlands.,Department of Neuroscience, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Tobias M Boeckers
- Institute for Anatomy and Cell Biology, Ulm University, Ulm, Germany
| | - Michael J Schmeisser
- Institute for Anatomy and Cell Biology, Ulm University, Ulm, Germany. .,Division of Neuroanatomy, Institute of Anatomy, Otto-von-Guericke University, Magdeburg, Germany. .,Leibniz Institute for Neurobiology, Magdeburg, Germany.
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27
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Constantin L. The Role of MicroRNAs in Cerebellar Development and Autism Spectrum Disorder During Embryogenesis. Mol Neurobiol 2016; 54:6944-6959. [PMID: 27774573 DOI: 10.1007/s12035-016-0220-9] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2016] [Accepted: 10/12/2016] [Indexed: 02/03/2023]
Abstract
MicroRNAs (miRNAs) are a class of small non-coding RNA molecules with wide-ranging and subtle effects on protein production. Their activity during the development of the cerebellum provides a valuable exemplar of how non-coding molecules may assist the development and function of the central nervous system and drive neurodevelopmental disorders. Three distinct aspects of miRNA contribution to early cerebellar development will here be reviewed. Aspects are the establishment of the cerebellar anlage, the generation and maturation of at least two principal cell types of the developing cerebellar microcircuit, and the etiology and early progression of autism spectrum disorder. It will be argued here that the autism spectrum is an adept model to explore miRNA impact on the cognitive and affective processes that descend from the developing cerebellum.
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Affiliation(s)
- Lena Constantin
- School of Biomedical Sciences, The University of Queensland, St Lucia, QLD, 4072, Australia. .,Institute for Molecular Bioscience, The University of Queensland, St Lucia, QLD, 4072, Australia.
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28
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Chong W‘K. Cerebellar Involvement in the Phakomatoses. Neuroradiol J 2016; 20:435-7. [DOI: 10.1177/197140090702000408] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2007] [Accepted: 07/23/2007] [Indexed: 11/15/2022] Open
Affiliation(s)
- W.K. ‘Kling’ Chong
- Department of Radiology, Great Ormond Street Hospital for Children; London, UK
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29
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Krishnan A, Kaza RK, Vummidi DR. Cross-sectional Imaging Review of Tuberous Sclerosis. Radiol Clin North Am 2016; 54:423-40. [PMID: 27153781 DOI: 10.1016/j.rcl.2015.12.003] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Abstract
Tuberous sclerosis complex (TSC) is a multisystem, genetic disorder characterized by development of hamartomas in the brain, abdomen, and thorax. It results from a mutation in one of 2 tumor suppressor genes that activates the mammalian target of rapamycin pathway. This article discusses the origins of the disorder, the recently updated criteria for the diagnosis of TSC, and the cross-sectional imaging findings and recommendations for surveillance. Familiarity with the diverse radiological features facilitates diagnosis and helps in treatment planning and monitoring response to treatment of this multisystem disorder.
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Affiliation(s)
- Anant Krishnan
- Department of Diagnostic Radiology, The Oakland University William Beaumont School of Medicine and Beaumont Hospital, 3601 West 13 Mile Road, Royal Oak, MI 48073, USA.
| | - Ravi K Kaza
- Department of Radiology, University of Michigan Hospitals, 1500 East Medical Center Drive, UH B1 502 E, Ann Arbor, MI 48109, USA
| | - Dharshan R Vummidi
- Department of Radiology, University of Michigan Hospitals, 1500 East Medical Center Drive, CVC5581, Ann Arbor, MI 48109, USA
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30
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Sundberg M, Sahin M. Cerebellar Development and Autism Spectrum Disorder in Tuberous Sclerosis Complex. J Child Neurol 2015; 30:1954-62. [PMID: 26303409 PMCID: PMC4644486 DOI: 10.1177/0883073815600870] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/15/2015] [Accepted: 07/15/2015] [Indexed: 01/08/2023]
Abstract
Approximately 50% of patients with the genetic disease tuberous sclerosis complex present with autism spectrum disorder. Although a number of studies have investigated the link between autism and tuberous sclerosis complex, the etiology of autism spectrum disorder in these patients remains unclear. Abnormal cerebellar function during critical phases of development could disrupt functional processes in the brain, leading to development of autistic features. Accordingly, the authors review the potential role of cerebellar dysfunction in the pathogenesis of autism spectrum disorder in tuberous sclerosis complex. The authors also introduce conditional knockout mouse models of Tsc1 and Tsc2 that link cerebellar circuitry to the development of autistic-like features. Taken together, these preclinical and clinical investigations indicate the cerebellum has a profound regulatory role during development of social communication and repetitive behaviors.
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Affiliation(s)
- Maria Sundberg
- The F.M. Kirby Neurobiology Center, Department of Neurology, Children’s Hospital Boston, Harvard Medical School, Boston, MA, USA
| | - Mustafa Sahin
- F.M. Kirby Neurobiology Center, Department of Neurology, Children's Hospital Boston, Harvard Medical School, Boston, MA, USA
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31
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Hampson DR, Blatt GJ. Autism spectrum disorders and neuropathology of the cerebellum. Front Neurosci 2015; 9:420. [PMID: 26594141 PMCID: PMC4635214 DOI: 10.3389/fnins.2015.00420] [Citation(s) in RCA: 143] [Impact Index Per Article: 14.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2015] [Accepted: 10/19/2015] [Indexed: 12/19/2022] Open
Abstract
The cerebellum contains the largest number of neurons and synapses of any structure in the central nervous system. The concept that the cerebellum is solely involved in fine motor function has become outdated; substantial evidence has accumulated linking the cerebellum with higher cognitive functions including language. Cerebellar deficits have been implicated in autism for more than two decades. The computational power of the cerebellum is essential for many, if not most of the processes that are perturbed in autism including language and communication, social interactions, stereotyped behavior, motor activity and motor coordination, and higher cognitive functions. The link between autism and cerebellar dysfunction should not be surprising to those who study its cellular, physiological, and functional properties. Postmortem studies have revealed neuropathological abnormalities in cerebellar cellular architecture while studies on mouse lines with cell loss or mutations in single genes restricted to cerebellar Purkinje cells have also strongly implicated this brain structure in contributing to the autistic phenotype. This connection has been further substantiated by studies investigating brain damage in humans restricted to the cerebellum. In this review, we summarize advances in research on idiopathic autism and three genetic forms of autism that highlight the key roles that the cerebellum plays in this spectrum of neurodevelopmental disorders.
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Affiliation(s)
- David R Hampson
- Leslie Dan Faculty of Pharmacy, Department of Pharmaceutical Sciences, University of Toronto Toronto, ON, Canada
| | - Gene J Blatt
- Program in Neuroscience, Hussman Institute for Autism Baltimore, MD, USA
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32
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Mosconi MW, Wang Z, Schmitt LM, Tsai P, Sweeney JA. The role of cerebellar circuitry alterations in the pathophysiology of autism spectrum disorders. Front Neurosci 2015; 9:296. [PMID: 26388713 PMCID: PMC4555040 DOI: 10.3389/fnins.2015.00296] [Citation(s) in RCA: 66] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2015] [Accepted: 08/06/2015] [Indexed: 01/23/2023] Open
Abstract
The cerebellum has been repeatedly implicated in gene expression, rodent model and post-mortem studies of autism spectrum disorder (ASD). How cellular and molecular anomalies of the cerebellum relate to clinical manifestations of ASD remains unclear. Separate circuits of the cerebellum control different sensorimotor behaviors, such as maintaining balance, walking, making eye movements, reaching, and grasping. Each of these behaviors has been found to be impaired in ASD, suggesting that multiple distinct circuits of the cerebellum may be involved in the pathogenesis of patients' sensorimotor impairments. We will review evidence that the development of these circuits is disrupted in individuals with ASD and that their study may help elucidate the pathophysiology of sensorimotor deficits and core symptoms of the disorder. Preclinical studies of monogenetic conditions associated with ASD also have identified selective defects of the cerebellum and documented behavioral rescues when the cerebellum is targeted. Based on these findings, we propose that cerebellar circuits may prove to be promising targets for therapeutic development aimed at rescuing sensorimotor and other clinical symptoms of different forms of ASD.
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Affiliation(s)
- Matthew W Mosconi
- Clinical Child Psychology Program and Schiefelbusch Institute for Life Span Studies, University of Kansas Lawrence, KS, USA ; Center for Autism and Developmental Disabilities, University of Texas Southwestern Dallas, TX, USA ; Department of Psychiatry, University of Texas Southwestern Dallas, TX, USA ; Department of Pediatrics, University of Texas Southwestern Dallas, TX, USA
| | - Zheng Wang
- Center for Autism and Developmental Disabilities, University of Texas Southwestern Dallas, TX, USA ; Department of Psychiatry, University of Texas Southwestern Dallas, TX, USA
| | - Lauren M Schmitt
- Center for Autism and Developmental Disabilities, University of Texas Southwestern Dallas, TX, USA ; Department of Psychiatry, University of Texas Southwestern Dallas, TX, USA
| | - Peter Tsai
- Center for Autism and Developmental Disabilities, University of Texas Southwestern Dallas, TX, USA ; Department of Psychiatry, University of Texas Southwestern Dallas, TX, USA ; Department of Pediatrics, University of Texas Southwestern Dallas, TX, USA ; Department of Neurology and Neurotherapeutics, University of Texas Southwestern Dallas, TX, USA ; Department of Neuroscience, University of Texas Southwestern Dallas, TX, USA
| | - John A Sweeney
- Center for Autism and Developmental Disabilities, University of Texas Southwestern Dallas, TX, USA ; Department of Psychiatry, University of Texas Southwestern Dallas, TX, USA ; Department of Pediatrics, University of Texas Southwestern Dallas, TX, USA
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Davis PE, Peters JM, Krueger DA, Sahin M. Tuberous Sclerosis: A New Frontier in Targeted Treatment of Autism. Neurotherapeutics 2015; 12:572-83. [PMID: 25986747 PMCID: PMC4489948 DOI: 10.1007/s13311-015-0359-5] [Citation(s) in RCA: 41] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023] Open
Abstract
Tuberous sclerosis complex (TSC) is a genetic disorder with a high prevalence of autism spectrum disorder (ASD). Tremendous progress in understanding the pathogenesis of TSC has been made in recent years, along with initial trials of medical treatment aimed specifically at the underlying mechanism of the disorder. At the cellular level, loss of TSC1 or TSC2 results in upregulation of the mechanistic target of rapamycin (mTOR) pathway. At the circuitry level, TSC and mTOR play crucial roles in axonal, dendritic, and synaptic development and function. In this review, we discuss the molecular mechanism underlying TSC, and how this disease results in aberrant neural connectivity at multiple levels in the central nervous system, leading to ASD symptoms. We then review recent advances in mechanism-based treatments of TSC, and the promise that these treatments provide for future mechanism-based treatment of ASD. Because of these recent advances, TSC represents an ideal model for how to make progress in understanding and treating the mechanisms that underlie ASD in general.
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Affiliation(s)
- Peter E. Davis
- />Department of Neurology, Boston Children’s Hospital, Harvard Medical School, 300 Longwood Avenue, Boston, 02115 MA USA
| | - Jurriaan M. Peters
- />Department of Neurology, Boston Children’s Hospital, Harvard Medical School, 300 Longwood Avenue, Boston, 02115 MA USA
| | - Darcy A. Krueger
- />Division of Neurology, Department of Pediatrics, Cincinnati Children’s Hospital Medical Center, University of Cincinnati College of Medicine, Cincinnati, OH USA
| | - Mustafa Sahin
- />Department of Neurology, Boston Children’s Hospital, Harvard Medical School, 300 Longwood Avenue, Boston, 02115 MA USA
- />F.M. Kirby Neurobiology Center, Boston Children’s Hospital, Harvard Medical School, Boston, MA USA
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Chen JA, Peñagarikano O, Belgard TG, Swarup V, Geschwind DH. The emerging picture of autism spectrum disorder: genetics and pathology. ANNUAL REVIEW OF PATHOLOGY-MECHANISMS OF DISEASE 2015; 10:111-44. [PMID: 25621659 DOI: 10.1146/annurev-pathol-012414-040405] [Citation(s) in RCA: 183] [Impact Index Per Article: 18.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Autism spectrum disorder (ASD) is defined by impaired social interaction and communication accompanied by stereotyped behaviors and restricted interests. Although ASD is common, its genetic and clinical features are highly heterogeneous. A number of recent breakthroughs have dramatically advanced our understanding of ASD from the standpoint of human genetics and neuropathology. These studies highlight the period of fetal development and the processes of chromatin structure, synaptic function, and neuron-glial signaling. The initial efforts to systematically integrate findings of multiple levels of genomic data and studies of mouse models have yielded new clues regarding ASD pathophysiology. This early work points to an emerging convergence of disease mechanisms in this complex and etiologically heterogeneous disorder.
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Blackmon K. Structural MRI biomarkers of shared pathogenesis in autism spectrum disorder and epilepsy. Epilepsy Behav 2015; 47:172-82. [PMID: 25812936 DOI: 10.1016/j.yebeh.2015.02.017] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/01/2014] [Revised: 02/11/2015] [Accepted: 02/16/2015] [Indexed: 01/28/2023]
Abstract
Etiological factors that contribute to a high comorbidity between autism spectrum disorder (ASD) and epilepsy are the subject of much debate. Does epilepsy cause ASD or are there common underlying brain abnormalities that increase the risk of developing both disorders? This review summarizes evidence from quantitative MRI studies to suggest that abnormalities of brain structure are not necessarily the consequence of ASD and epilepsy but are antecedent to disease expression. Abnormal gray and white matter volumes are present prior to onset of ASD and evident at the time of onset in pediatric epilepsy. Aberrant brain growth trajectories are also common in both disorders, as evidenced by blunted gray matter maturation and white matter maturation. Although the etiological factors that explain these abnormalities are unclear, high heritability estimates for gray matter volume and white matter microstructure demonstrate that genetic factors assert a strong influence on brain structure. In addition, histopathological studies of ASD and epilepsy brain tissue reveal elevated rates of malformations of cortical development (MCDs), such as focal cortical dysplasia and heterotopias, which supports disruption of neuronal migration as a contributing factor. Although MCDs are not always visible on MRI with conventional radiological analysis, quantitative MRI detection methods show high sensitivity to subtle malformations in epilepsy and can be potentially applied to MCD detection in ASD. Such an approach is critical for establishing quantitative neuroanatomic endophenotypes that can be used in genetic research. In the context of emerging drug treatments for seizures and autism symptoms, such as rapamycin and rapalogs, in vivo neuroimaging markers of subtle structural brain abnormalities could improve sample stratification in human clinical trials and potentially extend the range of patients that might benefit from treatment. This article is part of a Special Issue entitled "Autism and Epilepsy".
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Affiliation(s)
- Karen Blackmon
- Comprehensive Epilepsy Center, Department of Neurology, New York University School of Medicine, New York, NY 10016, USA; Center for Mind/Brain Sciences, University of Trento, Rovereto, Trento 38068, Italy.
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36
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Lalonde R, Strazielle C. Behavioral effects of neonatal lesions on the cerebellar system. Int J Dev Neurosci 2015; 43:58-65. [PMID: 25907855 DOI: 10.1016/j.ijdevneu.2015.04.007] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2015] [Revised: 04/04/2015] [Accepted: 04/13/2015] [Indexed: 12/18/2022] Open
Abstract
Several rodent models with spontaneous mutations causing cerebellar pathology are impaired in motor functions during the neonatal period, including Grid2(Lc), Rora(sg), Dab1(scm), Girk2(Wv), Lmx1a(dr-sst), Myo5a(dn), Inpp4a(wbl), and Cacna1a(rol) mice as well as shaker and dystonic rats. Deficits are also evident in murine null mutants such as Zic1, Fgfr1/FgFr2, and Xpa/Ercc8. Behavioral deficits are time-dependent following X-irradiated- or aspiration-induced lesions of the cerebellum in rats. In addition, motor functions are deficient after lesions in cerebellar-related pathways. As in animal subjects, sensorimotor disturbances have been described in children with cerebellar lesions. These results underline the importance of the cerebellum and its connections in the development of motor functions.
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Affiliation(s)
- Robert Lalonde
- Université de Rouen, Département Psychologie, Laboratoire ICONES EA 4699, 76821 Mont-Saint-Aignan Cedex, France.
| | - Catherine Strazielle
- Université de Lorraine, Laboratoire "Stress, Immunité, Pathogènes" EA 7300, and Service de Microscopie Electronique, Faculté de Médecine, 9 avenue de la Forêt de Haye, and CHU de Nancy, 54500 Vandoeuvre-les-Nancy, France
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Daghistani R, Rutka J, Widjaja E. MRI characteristics of cerebellar tubers and their longitudinal changes in children with tuberous sclerosis complex. Childs Nerv Syst 2015; 31:109-13. [PMID: 25200047 DOI: 10.1007/s00381-014-2542-0] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/13/2014] [Accepted: 08/28/2014] [Indexed: 11/27/2022]
Abstract
PURPOSE Cerebellar tubers have been recognized as a feature of tuberous sclerosis complex (TSC), but the evolution of cerebellar tubers with brain maturation remains unclear. The aim of this study was to assess the evolution of MRI characteristics of cerebellar tubers in children with TSC longitudinally. METHODS The MRI features of cerebellar tubers including number, location, shape, enhancement, presence of hemorrhage, calcifications, retraction, and the longitudinal changes of these features were assessed in children with TSC. RESULTS Cerebellar tubers were seen in 69/193 (35.8%) cases. Cerebellar tubers were wedge shaped, nodular, or demonstrated folia distortion; 33/101 (32.7%) cerebellar tubers showed enhancement, 29/101 (28.7%) showed calcification, and 75/101 (74.3%) had retraction abnormality. No lesion showed hemorrhage. One hundred fifty-two of our patients had more than one MRI examinations and were followed for a mean of 5.3 years from the time of their first MRI till their last study. Of those with follow-up MRI, 53 patients had cerebellar tubers; 15/53 (28.3%) patients and 20/101 (19.8%) of the cerebellar tubers demonstrated an increase in size, enhancement, or calcification longitudinally. The majority of the increase in size, enhancement, or calcification occurred in the first 8 years of life. None of the cerebellar tubers showed a reduction in size or enhancement. There was no new cerebellar tuber. CONCLUSION We have found an increase in size, enhancement, and calcification of cerebellar tubers which occurred mainly in the first 8 years of life. Further study that correlates the genetics and clinical manifestation with more advanced imaging of the cerebellar tubers may help us understand the underlying neurobiology of the changes in cerebellar tubers.
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Affiliation(s)
- Razan Daghistani
- Department of Radiology, King Abdulaziz University Hospital, P.O. Box 80200, Jeddah, 21589, Kingdom of Saudi Arabia
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McMahon JJ, Yu W, Yang J, Feng H, Helm M, McMahon E, Zhu X, Shin D, Huang Y. Seizure-dependent mTOR activation in 5-HT neurons promotes autism-like behaviors in mice. Neurobiol Dis 2014; 73:296-306. [PMID: 25315683 DOI: 10.1016/j.nbd.2014.10.004] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2014] [Revised: 09/23/2014] [Accepted: 10/01/2014] [Indexed: 11/15/2022] Open
Abstract
Epilepsy and autism spectrum disorder (ASD) are common comorbidities of one another. Despite the prevalent correlation between the two disorders, few studies have been able to elucidate a mechanistic link. We demonstrate that forebrain specific Tsc1 deletion in mice causes epilepsy and autism-like behaviors, concomitant with disruption of 5-HT neurotransmission. We find that epileptiform activity propagates to the raphe nuclei, resulting in seizure-dependent hyperactivation of mTOR in 5-HT neurons. To dissect whether mTOR hyperactivity in 5-HT neurons alone was sufficient to recapitulate an autism-like phenotype we utilized Tsc1flox/flox;Slc6a4-cre mice, in which mTOR is restrictively hyperactivated in 5-HT neurons. Tsc1flox/flox;Slc6a4-cre mice displayed alterations of the 5-HT system and autism-like behaviors, without causing epilepsy. Rapamycin treatment in these mice was sufficient to rescue the phenotype. We conclude that the spread of seizure activity to the brainstem is capable of promoting hyperactivation of mTOR in the raphe nuclei, which in turn promotes autism-like behaviors. Thus our study provides a novel mechanism describing how epilepsy can contribute to the development of autism-like behaviors, suggesting new therapeutic strategies for autism.
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Affiliation(s)
- John J McMahon
- Center for Neuropharmacology and Neuroscience, Albany Medical College, Albany, NY 12208, USA
| | - Wilson Yu
- Center for Neuropharmacology and Neuroscience, Albany Medical College, Albany, NY 12208, USA
| | - Jun Yang
- Center for Cardiovascular Sciences, Albany Medical College, Albany, NY 12208, USA
| | - Haihua Feng
- Center for Neuropharmacology and Neuroscience, Albany Medical College, Albany, NY 12208, USA
| | - Meghan Helm
- Center for Neuropharmacology and Neuroscience, Albany Medical College, Albany, NY 12208, USA
| | - Elizabeth McMahon
- Center for Neuropharmacology and Neuroscience, Albany Medical College, Albany, NY 12208, USA
| | - Xinjun Zhu
- Center for Cardiovascular Sciences, Albany Medical College, Albany, NY 12208, USA
| | - Damian Shin
- Center for Neuropharmacology and Neuroscience, Albany Medical College, Albany, NY 12208, USA
| | - Yunfei Huang
- Center for Neuropharmacology and Neuroscience, Albany Medical College, Albany, NY 12208, USA.
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Rovira À, Ruiz-Falcó ML, García-Esparza E, López-Laso E, Macaya A, Málaga I, Vázquez É, Vicente J. Recommendations for the radiological diagnosis and follow-up of neuropathological abnormalities associated with tuberous sclerosis complex. J Neurooncol 2014; 118:205-223. [PMID: 24771286 DOI: 10.1007/s11060-014-1429-y] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2013] [Accepted: 03/28/2014] [Indexed: 01/25/2023]
Abstract
Tuberous sclerosis complex (TSC) is a genetic condition with multisystem involvement, characterized by the development of tumors and other abnormalities in organs such as the brain, retina, skin, heart, kidneys, and lungs. Most patients have neuropathological abnormalities such as cortical tubers, white matter radial migration lines, subependymal nodules, and subependymal giant cell astrocytomas (SEGAs). These lesions are associated with different neurological manifestations that are frequently associated with TSC. These manifestations consist of epilepsy, intellectual disability, and neurobehavioral and psychiatric problems, including autism spectrum disorder. Hydrocephalus may also develop in patients with SEGAs due to ventricular obstruction, when this usually slow-growing tumor reaches sufficient size. Surgery has been the classical approach to treat SEGAs, although this treatment is associated with substantial morbidity and does not completely prevent tumor recurrence. Recently, the mammalian target of rapamycin (mTOR) inhibitor, everolimus, has been approved by the Food and Drug Administration and the European Medicines Agency for the treatment of patients with SEGAs associated with TSC. However, the treatment of SEGAs with these agents requires the development of guidelines that establish a differential diagnosis between SENs and SEGAs, in which neuroradiological examinations play an essential role. With the aim of improving the neuroradiological diagnosis and follow-up of the neuropathological abnormalities associated with TSC, a group of experts in this field has reviewed different aspects related to these issues and put together, a series of statements and recommendations intended to provide guidance to specialists involved in the management of TSC.
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Affiliation(s)
- Àlex Rovira
- Neuroradiology Unit (IDI), Hospital Universitari Vall d'Hebron, Passeig de la Vall d'Hebron, 119-129, 08035, Barcelona, Spain
| | - María Luz Ruiz-Falcó
- Neuropediatrics Department, Hospital Infantil Universitario Niño Jesús, Avenida de Menéndez Pelayo, 65, 28009, Madrid, Spain.
| | - Elena García-Esparza
- Neuroradiology Department, Hospital Infantil Universitario Niño Jesús, Avenida de Menéndez Pelayo, 65, 28009, Madrid, Spain
| | - Eduardo López-Laso
- Neuropediatrics Department, Hospital Universitario Reina Sofía, Avenida Menéndez Pidal, s/n, 14004, Córdoba, Spain
| | - Alfons Macaya
- Neuropediatrics Department, Hospital Universitari Vall D'Hebron, Passeig de la Vall d'Hebron, 119-129, 08035, Barcelona, Spain
| | - Ignacio Málaga
- Child Neurology Unit, Pediatrics Department, Hospital Universitario Central de Asturias, Calle de Celestino Villamil, s/n, 33006, Oviedo, Spain
| | - Élida Vázquez
- Pediatric Radiology Department, Hospital Universitari Vall d'Hebron, Passeig de la Vall d'Hebron, 119-129, 08035, Barcelona, Spain
| | - Josefina Vicente
- Neuroradiology Department, Hospital Universitario Reina Sofía, Avenida Menéndez Pidal, s/n, 14004, Córdoba, Spain
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40
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Kothare SV, Singh K, Hochman T, Chalifoux JR, Staley BA, Weiner HL, Menzer K, Devinsky O. Genotype/phenotype in tuberous sclerosis complex: associations with clinical and radiologic manifestations. Epilepsia 2014; 55:1020-4. [PMID: 24754401 DOI: 10.1111/epi.12627] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/09/2014] [Indexed: 11/28/2022]
Abstract
OBJECTIVES Patients with tuberous sclerosis complex (TSC) frequently have autism spectrum disorders and neuropsychiatric disorders. Subependymal giant cell astrocytomas (SEGAs) have been reported to occur in 5-20% of patients with TSC; however, the relationship between SEGAs and neuropsychiatric disorders in TSC remains unknown. We utilized a large multicenter database to study associations between SEGAs and neuropsychiatric disorders in patients with TSC. METHODS Associations between the presence of SEGAs and neuropsychiatric disorders were examined in a retrospective review of 916 patients enrolled in the TSC Natural History Database Project (Tuberous Sclerosis Alliance). RESULTS Among the 916 TSC patients, 226 had SEGAs (25%) and 155 had autism spectrum disorder (ASD) (17%). Compared to patients without SEGAs, patients with SEGAs were 1.83 (95% confidence interval [CI] 1.26-2.66) times more likely to have ASD. No significant relationship was found between SEGAs and intellectual disability, attention-deficit/hyperactive disorder, or major depressive disorder. SIGNIFICANCE The clinical presentation of TSC is highly variable and not well understood. These data show that SEGAs are associated with ASD in patients with TSC, suggesting that the pathologic changes leading to SEGA formation may also predispose patients to ASD.
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Affiliation(s)
- Sanjeev V Kothare
- Comprehensive Epilepsy Center, Department of Neurology, New York University Langone Medical Center, New York, New York, U.S.A
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Jeong JW, Tiwari VN, Behen ME, Chugani HT, Chugani DC. In vivo detection of reduced Purkinje cell fibers with diffusion MRI tractography in children with autistic spectrum disorders. Front Hum Neurosci 2014; 8:110. [PMID: 24592234 PMCID: PMC3938156 DOI: 10.3389/fnhum.2014.00110] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2013] [Accepted: 02/12/2014] [Indexed: 11/16/2022] Open
Abstract
Postmortem neuropathology studies report reduced number and size of Purkinje cells (PC) in a majority of cerebellar specimens from persons diagnosed with autism spectrum disorders (ASD). We used diffusion weighted MRI tractography to investigate whether structural changes associated with reduced number and size of PC, could be detected in vivo by measuring streamlines connecting the posterior-lateral region of the cerebellar cortex to the dentate nucleus using an independent component analysis with a ball and stick model. Seed regions were identified in the cerebellar cortex, and streamlines were identified to two sorting regions, the dorsal dentate nucleus (DDN) and the ventral dentate nucleus (VDN), and probability of connection and measures of directional coherence for these streamlines were calculated. Tractography was performed in 14 typically developing children (TD) and 15 children with diagnoses of ASD. Decreased numbers of streamlines were found in the children with ASD in the pathway connecting cerebellar cortex to the right VDN (p-value = 0.015). Reduced fractional anisotropy (FA) values were observed in pathways connecting the cerebellar cortex to the right DDN (p-value = 0.008), the right VDN (p-value = 0.010) and left VDN (p-value = 0.020) in children with ASD compared to the TD group. In an analysis of single subjects, reduced FA in the pathway connecting cerebellar cortex to the right VDN was found in 73% of the children in the ASD group using a threshold of 3 standard errors of the TD group. The detection of diffusion changes in cerebellum may provide an in vivo biomarker of Purkinje cell pathology in children with ASD.
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Affiliation(s)
- Jeong-Won Jeong
- Department of Pediatrics and Neurology, Wayne State University Detroit, MI, USA ; Translational Imaging Laboratory, PET center, Children's Hospital of Michigan Detroit, MI, USA
| | - Vijay N Tiwari
- Department of Pediatrics and Neurology, Wayne State University Detroit, MI, USA ; Translational Imaging Laboratory, PET center, Children's Hospital of Michigan Detroit, MI, USA
| | - Michael E Behen
- Department of Pediatrics and Neurology, Wayne State University Detroit, MI, USA ; Translational Imaging Laboratory, PET center, Children's Hospital of Michigan Detroit, MI, USA
| | - Harry T Chugani
- Department of Pediatrics and Neurology, Wayne State University Detroit, MI, USA ; Translational Imaging Laboratory, PET center, Children's Hospital of Michigan Detroit, MI, USA
| | - Diane C Chugani
- Department of Pediatrics and Neurology, Wayne State University Detroit, MI, USA ; Translational Imaging Laboratory, PET center, Children's Hospital of Michigan Detroit, MI, USA
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Abstract
Autism spectrum disorder (ASD) represents a heterogeneous group of disorders, which presents a substantial challenge to diagnosis and treatment. Over the past decade, considerable progress has been made in the identification of genetic risk factors for ASD that define specific mechanisms and pathways underlying the associated behavioural deficits. In this Review, we discuss how some of the latest advances in the genetics of ASD have facilitated parsing of the phenotypic heterogeneity of this disorder. We argue that only through such advances will we begin to define endophenotypes that can benefit from targeted, hypothesis-driven treatments. We review the latest technologies used to identify and characterize the genetics underlying ASD and then consider three themes-single-gene disorders, the gender bias in ASD, and the genetics of neurological comorbidities-that highlight ways in which we can use genetics to define the many phenotypes within the autism spectrum. We also present current clinical guidelines for genetic testing in ASD and their implications for prognosis and treatment.
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Sudarov A. Defining the role of cerebellar Purkinje cells in autism spectrum disorders. CEREBELLUM (LONDON, ENGLAND) 2013; 12:950-5. [PMID: 23703312 PMCID: PMC3795842 DOI: 10.1007/s12311-013-0490-y] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
Understanding the contribution of cerebellar dysfunction to complex neurological diseases such as autism spectrum disorders (ASD) is an ongoing topic of investigation. In a recent paper, Tsai et al. (Nature 488:647-651, 2012) used a powerful combination of conditional mouse genetics, electrophysiology, behavioral tests, and pharmacological manipulations to address the role of Tuberous sclerosis complex 1 (Tsc1) in Purkinje cells and cerebellar function. The authors make the staggering discovery that morphological and electrophysiological defects in Purkinje cells are linked to system-wide ASD-like behavioral deficits. In this journal club, I discuss the major findings of this paper and critically assess the implications of this seminal work.
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Affiliation(s)
- Anamaria Sudarov
- Brain and Mind Research Institute, Weill Cornell Medical College, New York, NY, 10065, USA,
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Reeber SL, Otis TS, Sillitoe RV. New roles for the cerebellum in health and disease. Front Syst Neurosci 2013; 7:83. [PMID: 24294192 PMCID: PMC3827539 DOI: 10.3389/fnsys.2013.00083] [Citation(s) in RCA: 130] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2013] [Accepted: 10/25/2013] [Indexed: 12/15/2022] Open
Abstract
The cerebellum has a well-established role in maintaining motor coordination and studies of cerebellar learning suggest that it does this by recognizing neural patterns, which it uses to predict optimal movements. Serious damage to the cerebellum impairs this learning and results in a set of motor disturbances called ataxia. However, recent work implicates the cerebellum in cognition and emotion, and it has been argued that cerebellar dysfunction contributes to non-motor conditions such as autism spectrum disorders (ASD). Based on human and animal model studies, two major questions arise. Does the cerebellum contribute to non-motor as well as motor diseases, and if so, how does altering its function contribute to such diverse symptoms? The architecture and connectivity of cerebellar circuits may hold the answers to these questions. An emerging view is that cerebellar defects can trigger motor and non-motor neurological conditions by globally influencing brain function. Furthermore, during development cerebellar circuits may play a role in wiring events necessary for higher cognitive functions such as social behavior and language. We discuss genetic, electrophysiological, and behavioral evidence that implicates Purkinje cell dysfunction as a major culprit in several diseases and offer a hypothesis as to how canonical cerebellar functions might be at fault in non-motor as well as motor diseases.
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Affiliation(s)
- Stacey L Reeber
- Department of Pathology and Immunology, Department of Neuroscience, Baylor College of Medicine, Jan and Dan Duncan Neurological Research Institute of Texas Children's Hospital Houston, TX, USA
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Significance of tuber size for complications of tuberous sclerosis complex. NEUROLOGÍA (ENGLISH EDITION) 2013. [DOI: 10.1016/j.nrleng.2013.10.013] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
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Neuropathology and animal models of autism: genetic and environmental factors. AUTISM RESEARCH AND TREATMENT 2013; 2013:731935. [PMID: 24151553 PMCID: PMC3787615 DOI: 10.1155/2013/731935] [Citation(s) in RCA: 40] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/06/2013] [Revised: 08/07/2013] [Accepted: 08/09/2013] [Indexed: 02/05/2023]
Abstract
Autism is a heterogeneous behaviorally defined neurodevelopmental disorder. It is defined by the presence of marked social deficits, specific language abnormalities, and stereotyped repetitive patterns of behavior. Because of the variability in the behavioral phenotype of the disorder among patients, the term autism spectrum disorder has been established. In the first part of this review, we provide an overview of neuropathological findings from studies of autism postmortem brains and identify the cerebellum as one of the key brain regions that can play a role in the autism phenotype. We review research findings that indicate possible links between the environment and autism including the role of mercury and immune-related factors. Because both genes and environment can alter the structure of the developing brain in different ways, it is not surprising that there is heterogeneity in the behavioral and neuropathological phenotypes of autism spectrum disorders. Finally, we describe animal models of autism that occur following insertion of different autism-related genes and exposure to environmental factors, highlighting those models which exhibit both autism-like behavior and neuropathology.
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Basson MA, Wingate RJ. Congenital hypoplasia of the cerebellum: developmental causes and behavioral consequences. Front Neuroanat 2013; 7:29. [PMID: 24027500 PMCID: PMC3759752 DOI: 10.3389/fnana.2013.00029] [Citation(s) in RCA: 65] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2013] [Accepted: 08/09/2013] [Indexed: 12/14/2022] Open
Abstract
Over the last 60 years, the spotlight of research has periodically returned to the cerebellum as new techniques and insights have emerged. Because of its simple homogeneous structure, limited diversity of cell types and characteristic behavioral pathologies, the cerebellum is a natural home for studies of cell specification, patterning, and neuronal migration. However, recent evidence has extended the traditional range of perceived cerebellar function to include modulation of cognitive processes and implicated cerebellar hypoplasia and Purkinje neuron hypo-cellularity with autistic spectrum disorder. In the light of this emerging frontier, we review the key stages and genetic mechanisms behind cerebellum development. In particular, we discuss the role of the midbrain hindbrain isthmic organizer in the development of the cerebellar vermis and the specification and differentiation of Purkinje cells and granule neurons. These developmental processes are then considered in relation to recent insights into selected human developmental cerebellar defects: Joubert syndrome, Dandy–Walker malformation, and pontocerebellar hypoplasia. Finally, we review current research that opens up the possibility of using the mouse as a genetic model to study the role of the cerebellum in cognitive function.
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Affiliation(s)
- M Albert Basson
- Department of Craniofacial Development and Stem Cell Biology, King's College London London, UK ; Medical Research Council Centre for Developmental Neurobiology, King's College London London, UK
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Peters JM, Taquet M, Prohl AK, Scherrer B, van Eeghen AM, Prabhu SP, Sahin M, Warfield SK. Diffusion tensor imaging and related techniques in tuberous sclerosis complex: review and future directions. FUTURE NEUROLOGY 2013; 8:583-597. [PMID: 24489482 DOI: 10.2217/fnl.13.37] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
In this article, the authors aim to introduce the nonradiologist to diffusion tensor imaging (DTI) and its applications to both clinical and research aspects of tuberous sclerosis complex. Tuberous sclerosis complex is a genetic neurocutaneous syndrome with variable and unpredictable neurological comorbidity that includes refractory epilepsy, intellectual disability, behavioral abnormalities and autism spectrum disorder. DTI is a method for modeling water diffusion in tissue and can noninvasively characterize microstructural properties of the brain. In tuberous sclerosis complex, DTI measures reflect well-known pathological changes. Clinically, DTI can assist with detecting the epileptogenic tuber. For research, DTI has a putative role in identifying potential disease biomarkers, as DTI abnormalities of the white matter are associated with neurocognitive morbidity including autism. If indeed DTI changes parallel phenotypical changes related to the investigational treatment of epilepsy, cognition and behavior with mTOR inhibitors, it will facilitate future clinical trials.
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Affiliation(s)
- Jurriaan M Peters
- Department of Neurology & the Division of Epilepsy & Clinical Neurophysiology, Boston Children's Hospital, 300 Longwood Avenue, Fegan 9, Boston, MA 02115, USA ; Department of Radiology & the Computational Radiology Laboratory, Boston Children's Hospital, Boston, MA 02115, USA
| | - Maxime Taquet
- Department of Radiology & the Computational Radiology Laboratory, Boston Children's Hospital, Boston, MA 02115, USA ; ICTEAM Institute, Université catholique de Louvain, Place du Levant 2 bte L5.04.04, 1348 Louvain-La-Neuve, Belgium
| | - Anna K Prohl
- Department of Neurology & the Division of Epilepsy & Clinical Neurophysiology, Boston Children's Hospital, 300 Longwood Avenue, Fegan 9, Boston, MA 02115, USA ; Department of Radiology & the Computational Radiology Laboratory, Boston Children's Hospital, Boston, MA 02115, USA
| | - Benoit Scherrer
- Department of Radiology & the Computational Radiology Laboratory, Boston Children's Hospital, Boston, MA 02115, USA
| | - Agnies M van Eeghen
- Department of Neuroscience, ENCORE, Expertise Centre for Neurodevelopmental Disorders, Erasmus Medical Centre, PO Box 2040, 3000 CA Rotterdam, The Netherlands
| | - Sanjay P Prabhu
- Department of Radiology & the Computational Radiology Laboratory, Boston Children's Hospital, Boston, MA 02115, USA
| | - Mustafa Sahin
- Department of Neurology & the Division of Epilepsy & Clinical Neurophysiology, Boston Children's Hospital, 300 Longwood Avenue, Fegan 9, Boston, MA 02115, USA
| | - Simon K Warfield
- Department of Radiology & the Computational Radiology Laboratory, Boston Children's Hospital, Boston, MA 02115, USA
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Gipson TT, Gerner G, Wilson MA, Blue ME, Johnston MV. Potential for treatment of severe autism in tuberous sclerosis complex. World J Clin Pediatr 2013; 2:16-25. [PMID: 25254170 PMCID: PMC4145642 DOI: 10.5409/wjcp.v2.i3.16] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/22/2013] [Revised: 04/30/2013] [Accepted: 06/04/2013] [Indexed: 02/06/2023] Open
Abstract
The Food and Drug Administration (FDA) has approved two mechanism-based treatments for tuberous sclerosis complex (TSC)-everolimus and vigabatrin. However, these treatments have not been systematically studied in individuals with TSC and severe autism. The aim of this review is to identify the clinical features of severe autism in TSC, applicable preclinical models, and potential barriers that may warrant strategic planning in the design phase of clinical trial development. A comprehensive search strategy was formed and searched across PubMed, Embase and SCOPUS from their inception to 2/21/12, 3/16/12, and 3/12/12 respectively. After the final search date, relevant, updated articles were selected from PubMed abstracts generated electronically and emailed daily from PubMed. The references of selected articles were searched, and relevant articles were selected. A search of clinicaltrials.gov was completed using the search term “TSC” and “tuberous sclerosis complex”. Autism has been reported in as many as 60% of individuals with TSC; however, review of the literature revealed few data to support clear classification of the severity of autism in TSC. Variability was identified in the diagnostic approach, assessment of cognition, and functional outcome among the reviewed studies and case reports. Objective outcome measures were not used in many early studies; however, diffusion tensor imaging of white matter, neurophysiologic variability in infantile spasms, and cortical tuber subcategories were examined in recent studies and may be useful for objective classification of TSC in future studies. Mechanism-based treatments for TSC are currently available. However, this literature review revealed two potential barriers to successful design and implementation of clinical trials in individuals with severe autism-an unclear definition of the population and lack of validated outcome measures. Recent studies of objective outcome measures in TSC and further study of applicable preclinical models present an opportunity to overcome these barriers.
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50
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Weisenfeld NI, Peters JM, Tsai PT, Prabhu SP, Dies KA, Sahin M, Warfield SK. A magnetic resonance imaging study of cerebellar volume in tuberous sclerosis complex. Pediatr Neurol 2013; 48:105-10. [PMID: 23337002 PMCID: PMC3763730 DOI: 10.1016/j.pediatrneurol.2012.10.011] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/22/2012] [Accepted: 10/29/2012] [Indexed: 11/18/2022]
Abstract
The cerebellum plays an important role in motor learning and cognition, and structural cerebellar abnormalities have been associated with cognitive impairment. In tuberous sclerosis complex, neurologic outcome is highly variable, and no consistent imaging or pathologic determinant of cognition has been firmly established. The cerebellum calls for specific attention because mouse models of tuberous sclerosis complex have demonstrated a loss of cerebellar Purkinje cells, and cases of human histologic data have demonstrated a similar loss in patients. We hypothesized that there might be a common cerebellar finding in tuberous sclerosis complex that could be measured as morphometric changes with magnetic resonance imaging. Using a robust, automated image analysis procedure, we studied 36 patients with tuberous sclerosis complex and age-matched control subjects and observed significant volume loss among patients in the cerebellar cortices and vermis. Furthermore, this effect was strongest in a subgroup of 19 patients with a known, pathogenic mutation of the tuberous sclerosis 2 gene and impacted all cerebellar structures. We conclude that patients with tuberous sclerosis complex exhibit volume loss in the cerebellum, and this loss is larger and more widespread in patients with a tuberous sclerosis 2 mutation.
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Affiliation(s)
- Neil I Weisenfeld
- Department of Radiology, Children's Hospital Boston, Harvard Medical School, Boston, MA 02115, USA.
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