Facial Structure Analysis Separates Autism Spectrum Disorders into Meaningful Clinical Subgroups

被引:0
|
作者
Tayo Obafemi-Ajayi
Judith H. Miles
T. Nicole Takahashi
Wenchuan Qi
Kristina Aldridge
Minqi Zhang
Shi-Qing Xin
Ying He
Ye Duan
机构
[1] Missouri University of Science and Technology,Applied Computational Intelligence Lab, Department of Electrical and Computer Engineering
[2] University of Missouri,Department of Computer Science
[3] University of Missouri,Thompson Center for Autism and Neurodevelopmental Disorders
[4] University of Missouri School of Medicine,Department of Child Health
[5] University of Missouri School of Medicine,Department of Pathology and Anatomical Sciences
[6] Nanyang Technological University,School of Computer Engineering
[7] Ningbo University,College of Information Science and Engineering
来源
Journal of Autism and Developmental Disorders | 2015年 / 45卷
关键词
Autism; Cluster analysis; Language regression; Facial phenotype; Biomarker; Outcome indicators;
D O I
暂无
中图分类号
学科分类号
摘要
Varied cluster analysis were applied to facial surface measurements from 62 prepubertal boys with essential autism to determine whether facial morphology constitutes viable biomarker for delineation of discrete Autism Spectrum Disorders (ASD) subgroups. Earlier study indicated utility of facial morphology for autism subgrouping (Aldridge et al. in Mol Autism 2(1):15, 2011). Geodesic distances between standardized facial landmarks were measured from three-dimensional stereo-photogrammetric images. Subjects were evaluated for autism-related symptoms, neurologic, cognitive, familial, and phenotypic variants. The most compact cluster is clinically characterized by severe ASD, significant cognitive impairment and language regression. This verifies utility of facially-based ASD subtypes and validates Aldridge et al.’s severe ASD subgroup, notwithstanding different techniques. It suggests that language regression may define a unique ASD subgroup with potential etiologic differences.
引用
收藏
页码:1302 / 1317
页数:15
相关论文
共 50 条
  • [1] Facial Structure Analysis Separates Autism Spectrum Disorders into Meaningful Clinical Subgroups
    Obafemi-Ajayi, Tayo
    Miles, Judith H.
    Takahashi, T. Nicole
    Qi, Wenchuan
    Aldridge, Kristina
    Zhang, Minqi
    Xin, Shi-Qing
    He, Ying
    Duan, Ye
    JOURNAL OF AUTISM AND DEVELOPMENTAL DISORDERS, 2015, 45 (05) : 1302 - 1317
  • [2] Facial phenotypes in subgroups of prepubertal boys with autism spectrum disorders are correlated with clinical phenotypes
    Aldridge, Kristina
    George, Ian D.
    Cole, Kimberly K.
    Austin, Jordan R.
    Takahashi, T. Nicole
    Duan, Ye
    Miles, Judith H.
    MOLECULAR AUTISM, 2011, 2
  • [3] Facial phenotypes in subgroups of prepubertal boys with autism spectrum disorders are correlated with clinical phenotypes
    Kristina Aldridge
    Ian D George
    Kimberly K Cole
    Jordan R Austin
    T Nicole Takahashi
    Ye Duan
    Judith H Miles
    Molecular Autism, 2
  • [4] Genetically meaningful phenotypic subgroups in autism spectrum disorders
    Veatch, O. J.
    Veenstra-VanderWeele, J.
    Potter, M.
    Pericak-Vance, M. A.
    Haines, J. L.
    GENES BRAIN AND BEHAVIOR, 2014, 13 (03) : 276 - 285
  • [5] Clinical Neurogenetics Autism Spectrum Disorders
    Mehta, Sunil Q.
    Golshani, Peyman
    NEUROLOGIC CLINICS, 2013, 31 (04) : 951 - +
  • [6] Autism Spectrum Disorders and Prematurity A Review Across Gestational Age Subgroups
    Mahoney, Ashley Darcy
    Minter, Bonnie
    Burch, Katelyn
    Stapel-Wax, Jennifer
    ADVANCES IN NEONATAL CARE, 2013, 13 (04) : 247 - 251
  • [7] Deconstructing autism spectrum disorders: clinical perspective
    Tuchman, Roberto F.
    REVISTA DE NEUROLOGIA, 2013, 56 : S3 - S12
  • [8] Autism Spectrum Disorders: Clinical Features and Diagnosis
    Nazeer, Ahsan
    Ghaziuddin, Mohammad
    PEDIATRIC CLINICS OF NORTH AMERICA, 2012, 59 (01) : 19 - +
  • [9] Are there subgroups within the autistic spectrum? A cluster analysis of a group of children with autistic spectrum disorders
    Prior, M
    Eisenmajer, R
    Leekam, S
    Wing, L
    Gould, J
    Ong, B
    Dowe, D
    JOURNAL OF CHILD PSYCHOLOGY AND PSYCHIATRY, 1998, 39 (06) : 893 - 902
  • [10] Analysis of amino acids in autism spectrum disorders
    Zurawicz, Ewa
    Kaluzna-Czaplinska, Joanna
    TRAC-TRENDS IN ANALYTICAL CHEMISTRY, 2015, 73 : 91 - 118