Frontiers in Neurology (Jul 2020)
Tuberous Sclerosis Complex-Associated Neuropsychiatric Disorders (TAND): New Findings on Age, Sex, and Genotype in Relation to Intellectual Phenotype
- Petrus J. de Vries,
- Elena Belousova,
- Mirjana P. Benedik,
- Tom Carter,
- Vincent Cottin,
- Paolo Curatolo,
- Maria Dahlin,
- Lisa D'Amato,
- Guillaume Beaure d'Augères,
- José C. Ferreira,
- Martha Feucht,
- Carla Fladrowski,
- Carla Fladrowski,
- Christoph Hertzberg,
- Sergiusz Jozwiak,
- Sergiusz Jozwiak,
- John A. Lawson,
- Alfons Macaya,
- Ruben Marques,
- Ruben Marques,
- Rima Nabbout,
- Finbar O'Callaghan,
- Jiong Qin,
- Valentin Sander,
- Matthias Sauter,
- Seema Shah,
- Yukitoshi Takahashi,
- Renaud Touraine,
- Sotiris Youroukos,
- Bernard Zonnenberg,
- John C. Kingswood,
- Anna C. Jansen,
- Nobuo Shinohara,
- Shigeo Horie,
- Masaya Kubota,
- Jun Tohyama,
- Katsumi Imai,
- Mari Kaneda,
- Hideo Kaneko,
- Yasushi Uchida,
- Tomoko Kirino,
- Shoichi Endo,
- Yoshikazu Inoue,
- Katsuhisa Uruno,
- Ayse Serdaroglu,
- Zuhal Yapici,
- Banu Anlar,
- Sakir Altunbasak,
- Olga Lvova,
- Oleg Valeryevich Belyaev,
- Oleg Agranovich,
- Elena Vladislavovna Levitina,
- Yulia Vladimirovna Maksimova,
- Antonina Karas,
- Yuwu Jiang,
- Liping Zou,
- Kaifeng Xu,
- Yushi Zhang,
- Guoming Luan,
- Yuqin Zhang,
- Yi Wang,
- Meiling Jin,
- Dingwei Ye,
- Weiping Liao,
- Liemin Zhou,
- Jie Liu,
- Jianxiang Liao,
- Bo Yan,
- Yanchun Deng,
- Li Jiang,
- Zhisheng Liu,
- Shaoping Huang,
- Hua Li,
- Kijoong Kim,
- Pei-Lung Chen,
- Hsiu-Fen Lee,
- Jeng-Dau Tsai,
- Ching-Shiang Chi,
- Chao-Ching Huang,
- Kate Riney,
- Deborah Yates,
- Patrick Kwan,
- Surachai Likasitwattanakul,
- Charcrin Nabangchang,
- Lunliya Thampratankul Krisnachai Chomtho,
- Kamornwan Katanyuwong,
- Somjit Sriudomkajorn,
- Jo Wilmshurst,
- Reeval Segel,
- Tal Gilboa,
- Michal Tzadok,
- Aviva Fattal-Valevski,
- Panagiotis Papathanasopoulos,
- Antigone Syrigou Papavasiliou,
- Stylianos Giannakodimos,
- Stylianos Gatzonis,
- Evangelos Pavlou,
- Meropi Tzoufi,
- A. M. H. Vergeer,
- Marc Dhooghe,
- Hélène Verhelst,
- Filip Roelens,
- Marie Cecile Nassogne,
- Pierre Defresne,
- Liesbeth De Waele,
- Patricia Leroy,
- Nathalie Demonceau,
- Benjamin Legros,
- Patrick Van Bogaert,
- Berten Ceulemans,
- Lina Dom,
- Pierre Castelnau,
- Anne De Saint Martin,
- Audrey Riquet,
- Mathieu Milh,
- Claude Cances,
- Jean-Michel Pedespan,
- Dorothee Ville,
- Agathe Roubertie,
- Stéphane Auvin,
- Patrick Berquin,
- Christian Richelme,
- Catherine Allaire,
- Sophie Gueden,
- Sylvie Nguyen The Tich,
- Bertrand Godet,
- Maria Luz Ruiz Falco Rojas,
- Jaume Campistol Planas,
- Antonio Martinez Bermejo,
- Patricia Smeyers Dura,
- Susana Roldan Aparicio,
- Maria Jesus Martinez Gonzalez,
- Javier Lopez Pison,
- Manuel Oscar Blanco Barca,
- Eduardo Lopez Laso,
- Olga Alonso Luengo,
- Francisco Javier Aguirre Rodriguez,
- Ignacio Malaga Dieguez,
- Ana Camacho Salas,
- Itxaso Marti Carrera,
- Eduardo Martinez Salcedo,
- Maria Eugenia Yoldi Petri,
- Ramon Cancho Candela,
- Ines da Conceicao Carrilho,
- Jose Pedro Vieira,
- José Paulo da Silva Oliveira Monteiro,
- Miguel Jorge Santos de Oliveira Ferreira Leao,
- Catarina Sofia Marceano Ribeiro Luis,
- Carla Pires Mendonca,
- Milda Endziniene,
- Jurgis Strautmanis,
- Inga Talvik,
- Maria Paola Canevini,
- Antonio Gambardella,
- Dario Pruna,
- Salvatore Buono,
- Elena Fontana,
- Bernardo Dalla Bernardina,
- Carmen Burloiu,
- Iuliu Stefan Bacos Cosma,
- Mihaela Adela Vintan,
- Laura Popescu,
- Karel Zitterbart,
- Jaroslava Payerova,
- Ladislav Bratsky,
- Zuzana Zilinska,
- Ursula Gruber-Sedlmayr,
- Matthias Baumann,
- Edda Haberlandt,
- Kevin Rostasy,
- Ekaterina Pataraia,
- Frances Elmslie,
- Clare Ann Johnston,
- Pamela Crawford,
- Peter Uldall,
- Paul Uvebrant,
- Olof Rask,
- Marit Bjoernvold,
- Eylert Brodtkorb,
- Andreas Sloerdahl,
- Ragnar Solhoff,
- Martine Sofie Gilje Jaatun,
- Marek Mandera,
- Elzbieta Janina Radzikowska,
- Mariusz Wysocki,
- Michael Fischereder,
- Gerhard Kurlemann,
- Bernd Wilken,
- Adelheid Wiemer-Kruel,
- Klemens Budde,
- Klaus Marquard,
- Markus Knuf,
- Andreas Hahn,
- Hans Hartmann,
- Andreas Merkenschlager,
- Regina Trollmann
Affiliations
- Petrus J. de Vries
- Division of Child and Adolescent Psychiatry, University of Cape Town, Cape Town, South Africa
- Elena Belousova
- Research and Clinical Institute of Pediatrics, Pirogov Russian National Research Medical University, Moscow, Russia
- Mirjana P. Benedik
- SPS Pediatrična Klinika, Ljubljana, Slovenia
- Tom Carter
- TSA Tuberous Sclerosis Association, Nottingham, United Kingdom
- Vincent Cottin
- Hôpital Louis Pradel, Claude Bernard University Lyon 1, Lyon, France
- Paolo Curatolo
- Tor Vergata University Hospital, Rome, Italy
- Maria Dahlin
- Astrid Lindgren Childrens Hospital, Stockholm, Sweden
- Lisa D'Amato
- Novartis Farma S.p.A., Origgio, Italy
- Guillaume Beaure d'Augères
- Association Sclérose Tubéreuse de Bourneville, Gradignan, France
- José C. Ferreira
- 0Centro Hospitalar Lisboa Ocidental, Lisbon, Portugal
- Martha Feucht
- 1Universitätsklinik für Kinder-und Jugendheilkunde, Affiliated Partner of the ERN EpiCARE, Vienna, Austria
- Carla Fladrowski
- 2Associazione Sclerosi Tuberosa ONLUS, Milan, Italy
- Carla Fladrowski
- 3European Tuberous Sclerosis Complex Association, Dattein, Germany
- Christoph Hertzberg
- 4Vivantes-Klinikum Neukölln, Berlin, Germany
- Sergiusz Jozwiak
- 5Department of Child Neurology, Medical University of Warsaw, Warsaw, Poland
- Sergiusz Jozwiak
- 6Department of Neurology and Epileptology, The Children's Memorial Health Institute, Warsaw, Poland
- John A. Lawson
- 7The Tuberous Sclerosis Multidisciplinary Management Clinic, Sydney Children's Hospital, Randwick, NSW, Australia
- Alfons Macaya
- 8Hospital Universitari Vall d'Hebron, Barcelona, Spain
- Ruben Marques
- Novartis Farma S.p.A., Origgio, Italy
- Ruben Marques
- 9Institute of Biomedicine (IBIOMED), University of Leon, León, Spain
- Rima Nabbout
- 0Department of Pediatric Neurology, Necker Enfants Malades Hospital, Paris Descartes University, Paris, France
- Finbar O'Callaghan
- 1Clinical Neurosciences Section, Institute of Child Health, University College London, London, United Kingdom
- Jiong Qin
- 2Department of Pediatrics, Peking University People's Hospital (PKUPH), Beijing, China
- Valentin Sander
- 3Tallinn Children Hospital, Tallinn, Estonia
- Matthias Sauter
- 4Klinikverbund Kempten-Oberallgäu gGmbH, Kempten, Germany
- Seema Shah
- 5Novartis Healthcare Pvt. Ltd., Hyderabad, India
- Yukitoshi Takahashi
- 6National Epilepsy Center, Shizuoka Institute of Epilepsy and Neurological Disorders, NHO, Shizuoka, Japan
- Renaud Touraine
- 7Department of Genetics, CHU-Hôpital Nord, Saint-Étienne, France
- Sotiris Youroukos
- 8St. Sophia Children's Hospital, Athens, Greece
- Bernard Zonnenberg
- 9University Medical Center, Utrecht, Netherlands
- John C. Kingswood
- 0Cardiology Clinical Academic Group, Molecular and Clinical Sciences Research Centre, St Georges University of London, London, United Kingdom
- Anna C. Jansen
- 1Pediatric Neurology Unit, Department of Pediatrics, UZ Brussel VUB, Brussels, Belgium
- Nobuo Shinohara
- Shigeo Horie
- Masaya Kubota
- Jun Tohyama
- Katsumi Imai
- Mari Kaneda
- Hideo Kaneko
- Yasushi Uchida
- Tomoko Kirino
- Shoichi Endo
- Yoshikazu Inoue
- Katsuhisa Uruno
- Ayse Serdaroglu
- Zuhal Yapici
- Banu Anlar
- Sakir Altunbasak
- Olga Lvova
- Oleg Valeryevich Belyaev
- Oleg Agranovich
- Elena Vladislavovna Levitina
- Yulia Vladimirovna Maksimova
- Antonina Karas
- Yuwu Jiang
- Liping Zou
- Kaifeng Xu
- Yushi Zhang
- Guoming Luan
- Yuqin Zhang
- Yi Wang
- Meiling Jin
- Dingwei Ye
- Weiping Liao
- Liemin Zhou
- Jie Liu
- Jianxiang Liao
- Bo Yan
- Yanchun Deng
- Li Jiang
- Zhisheng Liu
- Shaoping Huang
- Hua Li
- Kijoong Kim
- Pei-Lung Chen
- Hsiu-Fen Lee
- Jeng-Dau Tsai
- Ching-Shiang Chi
- Chao-Ching Huang
- Kate Riney
- Deborah Yates
- Patrick Kwan
- Surachai Likasitwattanakul
- Charcrin Nabangchang
- Lunliya Thampratankul Krisnachai Chomtho
- Kamornwan Katanyuwong
- Somjit Sriudomkajorn
- Jo Wilmshurst
- Reeval Segel
- Tal Gilboa
- Michal Tzadok
- Aviva Fattal-Valevski
- Panagiotis Papathanasopoulos
- Antigone Syrigou Papavasiliou
- Stylianos Giannakodimos
- Stylianos Gatzonis
- Evangelos Pavlou
- Meropi Tzoufi
- A. M. H. Vergeer
- Marc Dhooghe
- Hélène Verhelst
- Filip Roelens
- Marie Cecile Nassogne
- Pierre Defresne
- Liesbeth De Waele
- Patricia Leroy
- Nathalie Demonceau
- Benjamin Legros
- Patrick Van Bogaert
- Berten Ceulemans
- Lina Dom
- Pierre Castelnau
- Anne De Saint Martin
- Audrey Riquet
- Mathieu Milh
- Claude Cances
- Jean-Michel Pedespan
- Dorothee Ville
- Agathe Roubertie
- Stéphane Auvin
- Patrick Berquin
- Christian Richelme
- Catherine Allaire
- Sophie Gueden
- Sylvie Nguyen The Tich
- Bertrand Godet
- Maria Luz Ruiz Falco Rojas
- Jaume Campistol Planas
- Antonio Martinez Bermejo
- Patricia Smeyers Dura
- Susana Roldan Aparicio
- Maria Jesus Martinez Gonzalez
- Javier Lopez Pison
- Manuel Oscar Blanco Barca
- Eduardo Lopez Laso
- Olga Alonso Luengo
- Francisco Javier Aguirre Rodriguez
- Ignacio Malaga Dieguez
- Ana Camacho Salas
- Itxaso Marti Carrera
- Eduardo Martinez Salcedo
- Maria Eugenia Yoldi Petri
- Ramon Cancho Candela
- Ines da Conceicao Carrilho
- Jose Pedro Vieira
- José Paulo da Silva Oliveira Monteiro
- Miguel Jorge Santos de Oliveira Ferreira Leao
- Catarina Sofia Marceano Ribeiro Luis
- Carla Pires Mendonca
- Milda Endziniene
- Jurgis Strautmanis
- Inga Talvik
- Maria Paola Canevini
- Antonio Gambardella
- Dario Pruna
- Salvatore Buono
- Elena Fontana
- Bernardo Dalla Bernardina
- Carmen Burloiu
- Iuliu Stefan Bacos Cosma
- Mihaela Adela Vintan
- Laura Popescu
- Karel Zitterbart
- Jaroslava Payerova
- Ladislav Bratsky
- Zuzana Zilinska
- Ursula Gruber-Sedlmayr
- Matthias Baumann
- Edda Haberlandt
- Kevin Rostasy
- Ekaterina Pataraia
- Frances Elmslie
- Clare Ann Johnston
- Pamela Crawford
- Peter Uldall
- Paul Uvebrant
- Olof Rask
- Marit Bjoernvold
- Eylert Brodtkorb
- Andreas Sloerdahl
- Ragnar Solhoff
- Martine Sofie Gilje Jaatun
- Marek Mandera
- Elzbieta Janina Radzikowska
- Mariusz Wysocki
- Michael Fischereder
- Gerhard Kurlemann
- Bernd Wilken
- Adelheid Wiemer-Kruel
- Klemens Budde
- Klaus Marquard
- Markus Knuf
- Andreas Hahn
- Hans Hartmann
- Andreas Merkenschlager
- Regina Trollmann
- DOI
- https://doi.org/10.3389/fneur.2020.00603
- Journal volume & issue
-
Vol. 11
Abstract
Background: Knowledge is increasing about TSC-Associated Neuropsychiatric Disorders (TAND), but little is known about the potentially confounding effects of intellectual ability (IA) on the rates of TAND across age, sex, and genotype. We evaluated TAND in (a) children vs. adults, (b) males vs. females, and (c) TSC1 vs. TSC2 mutations, after stratification for levels of IA, in a large, international cohort.Methods: Individuals of any age with a documented visit for TSC in the 12 months prior to enrolment were included. Frequency and percentages of baseline TAND manifestations were presented by categories of IA (no intellectual disability [ID, intelligence quotient (IQ)>70]; mild ID [IQ 50–70]; moderate-to-profound ID [IQ<50]). Chi-square tests were used to test associations between ID and TAND manifestations. The association between TAND and age (children vs. adults), sex (male vs. female), and genotype (TSC1 vs. TSC2) stratified by IA levels were examined using the Cochran–Mantel–Haenszel tests.Results: Eight hundred and ninety four of the 2,211 participants had formal IQ assessments. There was a significant association (P < 0.05) between levels of IA and the majority of TAND manifestations, except impulsivity (P = 0.12), overactivity (P = 0.26), mood swings (P = 0.08), hallucinations (P = 0.20), psychosis (P = 0.06), depressive disorder (P = 0.23), and anxiety disorder (P = 0.65). Once controlled for IA, children had higher rates of overactivity, but most behavioral difficulties were higher in adults. At the psychiatric level, attention deficit hyperactivity disorder (ADHD) was seen at higher rates in children while anxiety and depressive disorders were observed at higher rates in adults. Compared to females, males showed significantly higher rates of impulsivity and overactivity, as well as autism spectrum disorder (ASD) and ADHD. No significant age or sex differences were observed for academic difficulties or neuropsychological deficits. After controlling for IA no genotype-TAND associations were observed, except for higher rates of self-injury in individuals with TSC2 mutations.Conclusions: Findings suggest IA as risk marker for most TAND manifestations. We provide the first evidence of male preponderance of ASD and ADHD in individuals with TSC. The study also confirms the association between TSC2 and IA but, once controlling for IA, disproves the previously reported TSC2 association with ASD and with most other TAND manifestations.
Keywords
- intelligence quotient
- tuberous sclerosis complex
- TSC-associated neuropsychiatric disorders
- TOSCA
- TAND profile