Data_Sheet_1_Spectral-based thickness profiling of the corpus callosum enhances anomaly detection in fetal alcohol spectrum disorders.docx

التفاصيل البيبلوغرافية
العنوان: Data_Sheet_1_Spectral-based thickness profiling of the corpus callosum enhances anomaly detection in fetal alcohol spectrum disorders.docx
المؤلفون: Justine Fraize, Yann Leprince, Monique Elmaleh-Bergès, Eliot Kerdreux, Richard Delorme, Lucie Hertz-Pannier, Julien Lefèvre, David Germanaud
سنة النشر: 2023
مصطلحات موضوعية: Neuroscience, Biological Engineering, Developmental Biology, Stem Cells, Artificial Intelligence and Image Processing, Endocrinology, Radiology and Organ Imaging, Autonomic Nervous System, Cellular Nervous System, Central Nervous System, Sensory Systems, Clinical Nursing: Tertiary (Rehabilitative), Decision Making, Rehabilitation Engineering, Biomedical Engineering not elsewhere classified, Signal Processing, Neurogenetics, Image Processing, corpus callosum, fetal alcohol spectrum disorders, fetal alcohol syndrome, spectral analysis, diagnostic imaging, scaling analysis, microcephaly
الوصف: Introduction Fetal alcohol spectrum disorders (FASD) range from fetal alcohol syndrome (FAS) to non-syndromic forms (NS-FASD). The neuroanatomical consequences of prenatal alcohol exposure are mainly the reduction in brain size, but also focal abnormalities such as those of the corpus callosum (CC). We previously showed a narrowing of the CC for brain size, using manual measurement and its usefulness to improve diagnostic certainty. Our aim was to automate these measurements of the CC and identify more recurrent abnormalities in FAS subjects, independently of brain size reduction. Methods We developed a fast, automated, and normalization-free method based on spectral analysis to generate thicknesses of the CC continuously and at singular points (genu, body, isthmus, and splenium), and its length (LCC). We applied it on midsagittal section of the CC extracted from T1-anatomical brain MRI of 89 subjects with FASD (52 FAS, 37 NS-FASD) and 126 with typically development (6–20 y-o). After adjusting for batch effect, we compared the mean profiles and thicknesses of the singular points across the 3 groups. For each parameter, we established variations with age (growth charts) and brain size in the control group (scaling charts), then identified participants with abnormal measurements (<10th percentile). Results We confirmed the slimming of the posterior half of the CC in both FASD groups, and of the genu section in the FAS group, compared to the control group. We found a significant group effect for the LCC, genu, median body, isthmus, and splenium thicknesses (p < 0.05). We described a body hump whose morphology did not differ between groups. According to the growth charts, there was an excess of FASD subjects with abnormal LCC and isthmus, and of FAS subjects with abnormal genu and splenium. According to the scaling charts, this excess remained only for LCC, isthmus and splenium, undersized for brain size. Conclusion We characterized size-independent anomalies of the posterior part of the CC in FASD, with an ...
نوع الوثيقة: dataset
اللغة: unknown
العلاقة: https://figshare.com/articles/dataset/Data_Sheet_1_Spectral-based_thickness_profiling_of_the_corpus_callosum_enhances_anomaly_detection_in_fetal_alcohol_spectrum_disorders_docx/24503185Test
DOI: 10.3389/fnins.2023.1289013.s001
الإتاحة: https://doi.org/10.3389/fnins.2023.1289013.s001Test
https://figshare.com/articles/dataset/Data_Sheet_1_Spectral-based_thickness_profiling_of_the_corpus_callosum_enhances_anomaly_detection_in_fetal_alcohol_spectrum_disorders_docx/24503185Test
حقوق: CC BY 4.0
رقم الانضمام: edsbas.8783AF19
قاعدة البيانات: BASE