Background: Tuberous sclerosis complex (TSC) is characterized by cortical tubers, determining cortical disarrangement and consequently drug-resistant epilepsy, intellectual disability, and TSC-associated neuropsychiatric disorders (TAND). Aim of the study: To establish whether gyrification index (GI), a software-based neuroradiological parameter, could be associated with the severity of phenotype in TSC, identifying the cortical regions that are more associated with the severity of the main clinical manifestations. Methods: This was a retrospective cross-sectional study. Magnetic resonance imaging was acquired on a 1.5-T scanner. CAT12 toolbox was used for the estimation of GI. Data analysis was performed with Jamovi. The level of significance was set to P < 0.05 for all tests. Results: Forty-five patients with TSC and 42 healthy controls were included. Patients with TSC were characterized by higher total GI (P = 0.002) compared with healthy controls. Among patients with TSC, a higher total GI was associated with impaired neurological examination (P = 0.039), epilepsy (P = 0.017), intellectual disability (P = 0.013), TAND (P = 0.013), and higher number of cortical tubers (P < 0.001). An increased local GI in specific cortical areas was associated with TAND and autism spectrum disorders. Conclusions: GI is a software-based neuroradiological parameter that could represent a reliable overall prognostic marker in TSC. Local GI can be used to identify phenotype-specific gyrification patterns allowing an early characterization of patients with TSC. (c) 2024 The Authors. Published by Elsevier Inc. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
机构:
Univ Roma Tor Vergata, Pediat Neurol Unit, Dept Neurosci, I-00133 Rome, ItalyUniv Roma Tor Vergata, Pediat Neurol Unit, Dept Neurosci, I-00133 Rome, Italy
Curatolo, Paolo
Bombardieri, Roberta
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Univ Roma Tor Vergata, Pediat Neurol Unit, Dept Neurosci, I-00133 Rome, ItalyUniv Roma Tor Vergata, Pediat Neurol Unit, Dept Neurosci, I-00133 Rome, Italy
Bombardieri, Roberta
Jozwiak, Sergiusz
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机构:
Childrens Mem Hlth Inst, Dept Neurol & Epileptol, Warsaw, PolandUniv Roma Tor Vergata, Pediat Neurol Unit, Dept Neurosci, I-00133 Rome, Italy
机构:
Univ Tours, Anat Lab, Fac Med, IFR Imagerie Fonct 135, F-37032 Tours, France
INSERM, U930, Tours, France
CHRU Tours, Tours, France
CNRS, ERL 3106, Tours, FranceUniv Tours, Anat Lab, Fac Med, IFR Imagerie Fonct 135, F-37032 Tours, France
Destrieux, Christophe
Fischl, Bruce
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机构:
Harvard Univ, Sch Med, NMR Ctr, Athinoula A Martinos Ctr Biomed Imaging, Charlestown, MA USA
MIT, Comp Sci & AI Lab HST, Cambridge, MA USAUniv Tours, Anat Lab, Fac Med, IFR Imagerie Fonct 135, F-37032 Tours, France
Fischl, Bruce
Dale, Anders
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Univ Calif San Diego, Dept Radiol, La Jolla, CA 92093 USA
Univ Calif San Diego, Dept Neurosci, La Jolla, CA 92093 USAUniv Tours, Anat Lab, Fac Med, IFR Imagerie Fonct 135, F-37032 Tours, France
Dale, Anders
Halgren, Eric
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h-index: 0
机构:
Univ Calif San Diego, Dept Radiol, La Jolla, CA 92093 USA
Univ Calif San Diego, Dept Neurosci, La Jolla, CA 92093 USAUniv Tours, Anat Lab, Fac Med, IFR Imagerie Fonct 135, F-37032 Tours, France
机构:
Brigham & Womens Hosp, Dept Med, Translat Med Div, Boston, MA 02115 USABrigham & Womens Hosp, Dept Med, Translat Med Div, Boston, MA 02115 USA
Goto, June
Talos, Delia M.
论文数: 0引用数: 0
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机构:
Childrens Hosp, Dept Neurol, FM Kirby Neurobiol Ctr, Boston, MA 02115 USA
Harvard Univ, Sch Med, Program Neurobiol, Boston, MA 02115 USABrigham & Womens Hosp, Dept Med, Translat Med Div, Boston, MA 02115 USA
Talos, Delia M.
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Klein, Peter
Qin, Wei
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h-index: 0
机构:
Brigham & Womens Hosp, Dept Med, Translat Med Div, Boston, MA 02115 USABrigham & Womens Hosp, Dept Med, Translat Med Div, Boston, MA 02115 USA
Qin, Wei
Chekaluk, Yvonne I.
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h-index: 0
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Brigham & Womens Hosp, Dept Med, Translat Med Div, Boston, MA 02115 USABrigham & Womens Hosp, Dept Med, Translat Med Div, Boston, MA 02115 USA
Chekaluk, Yvonne I.
Anderl, Stefanie
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机构:
Brigham & Womens Hosp, Dept Med, Translat Med Div, Boston, MA 02115 USABrigham & Womens Hosp, Dept Med, Translat Med Div, Boston, MA 02115 USA
Anderl, Stefanie
Malinowska, Izabela A.
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Brigham & Womens Hosp, Dept Med, Translat Med Div, Boston, MA 02115 USABrigham & Womens Hosp, Dept Med, Translat Med Div, Boston, MA 02115 USA
Malinowska, Izabela A.
Di Nardo, Alessia
论文数: 0引用数: 0
h-index: 0
机构:
Childrens Hosp, Dept Neurol, FM Kirby Neurobiol Ctr, Boston, MA 02115 USA
Harvard Univ, Sch Med, Program Neurobiol, Boston, MA 02115 USABrigham & Womens Hosp, Dept Med, Translat Med Div, Boston, MA 02115 USA
Di Nardo, Alessia
Bronson, Roderick T.
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h-index: 0
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Harvard Univ, Sch Med, Dept Pathol, Boston, MA 02115 USABrigham & Womens Hosp, Dept Med, Translat Med Div, Boston, MA 02115 USA
Bronson, Roderick T.
Chan, Jennifer A.
论文数: 0引用数: 0
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机构:
Univ Calgary, Dept Pathol & Lab Med, Calgary, AB T2N 4N1, CanadaBrigham & Womens Hosp, Dept Med, Translat Med Div, Boston, MA 02115 USA
Chan, Jennifer A.
Vinters, Harry V.
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h-index: 0
机构:
Univ Calif Los Angeles, Med Ctr, Dept Pathol & Lab Med, Los Angeles, CA 90095 USA
Univ Calif Los Angeles, Med Ctr, Dept Neurol, Los Angeles, CA 90095 USABrigham & Womens Hosp, Dept Med, Translat Med Div, Boston, MA 02115 USA
Vinters, Harry V.
Kernie, Steven G.
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h-index: 0
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Univ Texas SW Med Ctr Dallas, Dept Pediat & Dev Biol, Dallas, TX 75390 USABrigham & Womens Hosp, Dept Med, Translat Med Div, Boston, MA 02115 USA
Kernie, Steven G.
Jensen, Frances E.
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机构:
Childrens Hosp, Dept Neurol, FM Kirby Neurobiol Ctr, Boston, MA 02115 USA
Harvard Univ, Sch Med, Program Neurobiol, Boston, MA 02115 USABrigham & Womens Hosp, Dept Med, Translat Med Div, Boston, MA 02115 USA
Jensen, Frances E.
Sahin, Mustafa
论文数: 0引用数: 0
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Childrens Hosp, Dept Neurol, FM Kirby Neurobiol Ctr, Boston, MA 02115 USA
Harvard Univ, Sch Med, Program Neurobiol, Boston, MA 02115 USABrigham & Womens Hosp, Dept Med, Translat Med Div, Boston, MA 02115 USA
Sahin, Mustafa
Kwiatkowski, David J.
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h-index: 0
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Brigham & Womens Hosp, Dept Med, Translat Med Div, Boston, MA 02115 USABrigham & Womens Hosp, Dept Med, Translat Med Div, Boston, MA 02115 USA
机构:
Univ Roma Tor Vergata, Pediat Neurol Unit, Dept Neurosci, I-00133 Rome, ItalyUniv Roma Tor Vergata, Pediat Neurol Unit, Dept Neurosci, I-00133 Rome, Italy
Curatolo, Paolo
Bombardieri, Roberta
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h-index: 0
机构:
Univ Roma Tor Vergata, Pediat Neurol Unit, Dept Neurosci, I-00133 Rome, ItalyUniv Roma Tor Vergata, Pediat Neurol Unit, Dept Neurosci, I-00133 Rome, Italy
Bombardieri, Roberta
Jozwiak, Sergiusz
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h-index: 0
机构:
Childrens Mem Hlth Inst, Dept Neurol & Epileptol, Warsaw, PolandUniv Roma Tor Vergata, Pediat Neurol Unit, Dept Neurosci, I-00133 Rome, Italy
机构:
Univ Tours, Anat Lab, Fac Med, IFR Imagerie Fonct 135, F-37032 Tours, France
INSERM, U930, Tours, France
CHRU Tours, Tours, France
CNRS, ERL 3106, Tours, FranceUniv Tours, Anat Lab, Fac Med, IFR Imagerie Fonct 135, F-37032 Tours, France
Destrieux, Christophe
Fischl, Bruce
论文数: 0引用数: 0
h-index: 0
机构:
Harvard Univ, Sch Med, NMR Ctr, Athinoula A Martinos Ctr Biomed Imaging, Charlestown, MA USA
MIT, Comp Sci & AI Lab HST, Cambridge, MA USAUniv Tours, Anat Lab, Fac Med, IFR Imagerie Fonct 135, F-37032 Tours, France
Fischl, Bruce
Dale, Anders
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Dept Radiol, La Jolla, CA 92093 USA
Univ Calif San Diego, Dept Neurosci, La Jolla, CA 92093 USAUniv Tours, Anat Lab, Fac Med, IFR Imagerie Fonct 135, F-37032 Tours, France
Dale, Anders
Halgren, Eric
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Dept Radiol, La Jolla, CA 92093 USA
Univ Calif San Diego, Dept Neurosci, La Jolla, CA 92093 USAUniv Tours, Anat Lab, Fac Med, IFR Imagerie Fonct 135, F-37032 Tours, France
机构:
Brigham & Womens Hosp, Dept Med, Translat Med Div, Boston, MA 02115 USABrigham & Womens Hosp, Dept Med, Translat Med Div, Boston, MA 02115 USA
Goto, June
Talos, Delia M.
论文数: 0引用数: 0
h-index: 0
机构:
Childrens Hosp, Dept Neurol, FM Kirby Neurobiol Ctr, Boston, MA 02115 USA
Harvard Univ, Sch Med, Program Neurobiol, Boston, MA 02115 USABrigham & Womens Hosp, Dept Med, Translat Med Div, Boston, MA 02115 USA
Talos, Delia M.
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h-index:
机构:
Klein, Peter
Qin, Wei
论文数: 0引用数: 0
h-index: 0
机构:
Brigham & Womens Hosp, Dept Med, Translat Med Div, Boston, MA 02115 USABrigham & Womens Hosp, Dept Med, Translat Med Div, Boston, MA 02115 USA
Qin, Wei
Chekaluk, Yvonne I.
论文数: 0引用数: 0
h-index: 0
机构:
Brigham & Womens Hosp, Dept Med, Translat Med Div, Boston, MA 02115 USABrigham & Womens Hosp, Dept Med, Translat Med Div, Boston, MA 02115 USA
Chekaluk, Yvonne I.
Anderl, Stefanie
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h-index: 0
机构:
Brigham & Womens Hosp, Dept Med, Translat Med Div, Boston, MA 02115 USABrigham & Womens Hosp, Dept Med, Translat Med Div, Boston, MA 02115 USA
Anderl, Stefanie
Malinowska, Izabela A.
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h-index: 0
机构:
Brigham & Womens Hosp, Dept Med, Translat Med Div, Boston, MA 02115 USABrigham & Womens Hosp, Dept Med, Translat Med Div, Boston, MA 02115 USA
Malinowska, Izabela A.
Di Nardo, Alessia
论文数: 0引用数: 0
h-index: 0
机构:
Childrens Hosp, Dept Neurol, FM Kirby Neurobiol Ctr, Boston, MA 02115 USA
Harvard Univ, Sch Med, Program Neurobiol, Boston, MA 02115 USABrigham & Womens Hosp, Dept Med, Translat Med Div, Boston, MA 02115 USA
Di Nardo, Alessia
Bronson, Roderick T.
论文数: 0引用数: 0
h-index: 0
机构:
Harvard Univ, Sch Med, Dept Pathol, Boston, MA 02115 USABrigham & Womens Hosp, Dept Med, Translat Med Div, Boston, MA 02115 USA
Bronson, Roderick T.
Chan, Jennifer A.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calgary, Dept Pathol & Lab Med, Calgary, AB T2N 4N1, CanadaBrigham & Womens Hosp, Dept Med, Translat Med Div, Boston, MA 02115 USA
Chan, Jennifer A.
Vinters, Harry V.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, Med Ctr, Dept Pathol & Lab Med, Los Angeles, CA 90095 USA
Univ Calif Los Angeles, Med Ctr, Dept Neurol, Los Angeles, CA 90095 USABrigham & Womens Hosp, Dept Med, Translat Med Div, Boston, MA 02115 USA
Vinters, Harry V.
Kernie, Steven G.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Texas SW Med Ctr Dallas, Dept Pediat & Dev Biol, Dallas, TX 75390 USABrigham & Womens Hosp, Dept Med, Translat Med Div, Boston, MA 02115 USA
Kernie, Steven G.
Jensen, Frances E.
论文数: 0引用数: 0
h-index: 0
机构:
Childrens Hosp, Dept Neurol, FM Kirby Neurobiol Ctr, Boston, MA 02115 USA
Harvard Univ, Sch Med, Program Neurobiol, Boston, MA 02115 USABrigham & Womens Hosp, Dept Med, Translat Med Div, Boston, MA 02115 USA
Jensen, Frances E.
Sahin, Mustafa
论文数: 0引用数: 0
h-index: 0
机构:
Childrens Hosp, Dept Neurol, FM Kirby Neurobiol Ctr, Boston, MA 02115 USA
Harvard Univ, Sch Med, Program Neurobiol, Boston, MA 02115 USABrigham & Womens Hosp, Dept Med, Translat Med Div, Boston, MA 02115 USA
Sahin, Mustafa
Kwiatkowski, David J.
论文数: 0引用数: 0
h-index: 0
机构:
Brigham & Womens Hosp, Dept Med, Translat Med Div, Boston, MA 02115 USABrigham & Womens Hosp, Dept Med, Translat Med Div, Boston, MA 02115 USA