کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
5628580 1579890 2017 5 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Structural brain changes in medically refractory focal epilepsy resemble premature brain aging
ترجمه فارسی عنوان
تغییرات مغزی ساختاری در صرع کانونی مقاوم به درمان پزشکی مشابه پیری مغز نارس است
کلمات کلیدی
فراگیری ماشین، تصویر برداری عصبی، تشنج
موضوعات مرتبط
علوم زیستی و بیوفناوری علم عصب شناسی عصب شناسی
چکیده انگلیسی


- Chronic focal epilepsy brains appear older.
- Age of onset contributes to brain age.
- Aging effect is independent of lesions.

ObjectiveWe used whole brain T1-weighted MRI to estimate the age of individuals with medically refractory focal epilepsy, and compared with individuals with newly diagnosed focal epilepsy and healthy controls. The difference between neuroanatomical age and chronological age was compared between the three groups.MethodsNeuroanatomical age was estimated using a machine learning-based method that was trained using structural MRI scans from a large independent healthy control sample (N = 2001). The prediction model was then used to estimate age from MRI scans obtained from newly diagnosed focal epilepsy patients (N = 42), medically refractory focal epilepsy patients (N = 94) and healthy controls (N = 74).ResultsIndividuals with medically refractory epilepsy had a difference between predicted brain age and chronological age that was on average 4.5 years older than healthy controls (p = 4.6 × 10−5). No significant differences were observed in newly diagnosed focal epilepsy. Earlier age of onset was associated with an increased brain age difference in the medically refractory group (p = 0.034).SignificanceMedically refractory focal epilepsy is associated with structural brain changes that resemble premature brain aging.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Epilepsy Research - Volume 133, July 2017, Pages 28-32
نویسندگان
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