绘制早期体发育的地图,以确定神经发育风险
Boyang Mao1, Hongxi Zhang2, Haitao Wang3
1Beijing Key Laboratory of Mental Disorders, National Clinical Research Center for Mental Disorders & National Center for Mental Disorders, Beijing Anding Hospital, Capital Medical University, Beijing, China; School of Psychology and Mental Health, North China University of Science and Technology, Hebei, China; Hebei Key Laboratory of Mental Health and Brain Science, China.
性别特定的模型显示了儿童典型的体发育. 这些模型通过检测异常的大脑生长,准确地识别自闭症谱系障碍 (ASD),帮助早期诊断.
科学领域:
- 神经科学
- 发育生物学
- 医学成像
背景情况:
- 体的发育对于认知成熟至关重要.
- 改变体形态与自闭症谱系障碍 (ASD) 有关.
- 了解典型的性别特异性发展对于识别神经发育偏差至关重要.
研究的目的:
- 为儿童早期的体发育制定性别特异性的规范性生长曲线模型.
- 评估这些模型在区分自闭症儿童和典型发育儿童 (TDC) 中的概括性.
主要方法:
- 使用了295名典型发育的儿童 (年龄为1-6岁) 的结构磁共振成像 (MRI) 数据.
- 模拟了10个体形态参数的年龄和性别变化.
- 将规范模型应用于包括自闭症儿童在内的独立数据集.
主要成果:
- 确定了非线性发展轨迹和特定区域的增长率.
- 与男性相比,观察到女性的早期发育峰值.
- 基于生长曲线偏差的分类器在区分ASD和TDC方面取得了很高的准确性 (AUC=0.95).
结论:
- 建立性别特异性体生长曲线模型作为定量和可通用的工具.
- 使用这些形态模型, 证明了早期客观自闭症诊断的潜力.
- 强调这些模型对于促进神经发育障碍及时干预的有用性.
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