
孤独症筛查量表在早期识别孤独症谱系障碍中的临床价值
韦秋宏, 谢小芬, 戴婧婧, 余阳, 张渝, 程茜
中国当代儿科杂志 ›› 2021, Vol. 23 ›› Issue (4) : 343-349.
孤独症筛查量表在早期识别孤独症谱系障碍中的临床价值
Value of autism screening checklists in the early identification of autism spectrum disorder
目的 探讨孤独症筛查量表早期识别孤独症谱系障碍(ASD)的临床价值。方法 以于重庆医科大学附属儿童医院就诊,并完成ASD筛查及诊断性测试的2 571名儿童为研究对象,最后确诊ASD 2 074例,全面发育迟缓(GDD)261例,发育性语言障碍(DLD)206例,正常发育儿童30例。运用受试者工作特征(ROC)曲线评价改良婴幼儿孤独症筛查量表(M-CHAT)和孤独症行为量表(ABC)筛查ASD的最佳阈值及灵敏度、特异度。结果 M-CHAT量表筛查ASD的灵敏度较高(88.3%),特异度较低(36.0%);其灵敏度随着年龄的增长而降低,在16~< 48月龄儿童中,其灵敏度大于80%。ABC量表筛查ASD的特异度较高(87.3%),灵敏度较低(27.2%);运用ROC曲线方法得出其最佳截点值为47.5分。联合M-CHAT和ABC量表筛查ASD,并建立多元线性回归模型,其特异度为85.8%,灵敏度为56.6%。结论 M-CHAT量表筛查ASD灵敏度较高,但特异度较低;在16~< 48月龄儿童中的筛查效果相对较好。ABC量表筛查ASD特异度较高,但灵敏度较低。基于联合M-CHAT和ABC量表筛查ASD的多元线性回归模型法识别ASD的效能较好。
Objective To evaluate the value of autism screening checklists in the early identification of autism spectrum disorder (ASD). Methods A total of 2 571 children who attended the Children's Hospital of Chongqing Medical University and completed autism screening and diagnostic test were enrolled as subjects, among whom 2 074 were diagnosed with ASD, 261 were diagnosed with global developmental delay (GDD), 206 were diagnosed with developmental language disorder (DLD), and 30 had normal development. The sensitivity, specificity, and optimal threshold value of the Modified Checklist for Autism in Toddlers (M-CHAT) and the Autism Behavior Checklist (ABC) for the early identification of ASD were evaluated by the receiver operating characteristic (ROC) curve. Results The M-CHAT had a high sensitivity of 88.3% but a low specificity of 36.0% for the identification of ASD. Its sensitivity decreased with age, and was maintained above 80% for children aged 16 to < 48 months. The ABC had a high specificity of 87.3% but a low sensitivity of 27.2%, with an optimal cut-off value of 47.5 based on the ROC curve analysis. The multivariate linear regression model based on a combination of the M-CHAT and ABC for screening of ASD showed a specificity of 85.8% and a sensitivity of 56.6%. Conclusions The M-CHAT has a high sensitivity and a low specificity in the identification of ASD, with a better effect in children aged 16 to < 48 months. The ABC has a high specificity and a low sensitivity. The multiple linear regression model method based on the combined M-CHAT and ABC to screen ASD appears to be effective.
孤独症谱系障碍 / 改良婴幼儿孤独症筛查量表 / 孤独症行为量表 / 筛查 / 儿童
Autism spectrum disorder / Modified Checklist for Autism in Toddlers / Autism Behavior Checklist / Screening / Child
[1] Maenner MJ, Shaw KA, Baio J, et al. Prevalence of autism spectrum disorder among children aged 8 years-Autism and Developmental Disabilities Monitoring Network, 11 sites, United States, 2016[J]. MMWR Surveill Summ, 2020, 69(4):1-12.
[2] Zhou H, Xu X, Yan WL, et al. Prevalence of autism spectrum disorder in China:a nationwide multi-center population-based study among children aged 6 to 12 years[J]. Neurosci Bull, 2020, 36(9):961-971.
[3] Hyman SL, Levy SE, Myers SM, et al. Identification, evaluation, and management of children with autism spectrum disorder[J]. Pediatrics, 2020, 145(1):e20193447.
[4] McDonnell CG, DeLucia EA, Hayden EP, et al. Sex differences in age of diagnosis and first concern among children with autism spectrum disorder[J]. J Clin Child Adolesc Psychol, 2020. DOI:10.1080/15374416.2020.1823850. Epub ahead of print.
[5] Zwaigenbaum L, Duku E, Fombonne E, et al. Developmental functioning and symptom severity influence age of diagnosis in Canadian preschool children with autism[J]. Paediatr Child Health, 2019, 24(1):e57-e65.
[6] Johnson CP, Myers SM; American Academy of Pediatrics Council on Children With Disabilities. Identification and evaluation of children with autism spectrum disorders[J]. Pediatrics, 2007, 120(5):1183-1215.
[7] Petrocchi S, Levante A, Lecciso F. Systematic review of level 1 and level 2 screening tools for autism spectrum disorders in toddlers[J]. Brain Sci, 2020, 10(3):180.
[8] Sturner R, Howard B, Bergmann P, et al. Autism screening with online decision support by primary care pediatricians aided by M-CHAT/F[J]. Pediatrics, 2016, 138(3):e20153036.
[9] Yuen T, Penner M, Carter MT, et al. Assessing the accuracy of the Modified Checklist for Autism in Toddlers:a systematic review and meta-analysis[J]. Dev Med Child Neurol, 2018, 60(11):1093-1100.
[10] Snow AV, Lecavalier L. Sensitivity and specificity of the Modified Checklist for Autism in Toddlers and the Social Communication Questionnaire in preschoolers suspected of having pervasive developmental disorders[J]. Autism, 2008, 12(6):627-644.
[11] Guthrie W, Wallis K, Bennett A, et al. Accuracy of autism screening in a large pediatric network[J]. Pediatrics, 2019, 144(4):e20183963.
[12] Juneja M, Sharma S, Mukherjee SB. Sensitivity of the autism behavior checklist in Indian autistic children[J]. J Dev Behav Pediatr, 2010, 31(1):48-49.
[13] 李建华, 钟建民, 蔡兰云, 等. 三种儿童孤独症行为评定量表临床应用比较[J]. 中国当代儿科杂志, 2005, 7(1):59-62.
[14] Bishop DVM, Snowling MJ, Thompson PA, et al. Phase 2 of CATALISE:a multinational and multidisciplinary Delphi consensus study of problems with language development:terminology[J]. J Child Psychol Psychiatry, 2017, 58(10):1068-1080.
[15] Shevell M, Ashwal S, Donley D, et al. Practice parameter:evaluation of the child with global developmental delay:report of the Quality Standards Subcommittee of the American Academy of Neurology and The Practice Committee of the Child Neurology Society[J]. Neurology, 2003, 60(3):367-380.
[16] Arbanas G. Diagnostic and Statistical Manual of Mental Disorders (DSM-5)[J]. Codas, 2015, 25:50-59.
[17] Arbanas G. Diagnostic and Statistical Manual of Mental Disorders (DSM-5)[J]. Codas, 2015, 25:41.
[18] World Health Organization. International Classification of Diseases 11th Revision[EB/OL].[2020-06-24]. https://icd.who.int/en.
[19] 龚郁杏, 刘靖, 李长璟, 等. 改良婴幼儿孤独症量表中文版的信效度[J]. 中国心理卫生杂志, 2011, 25(6):409-414.
[20] Krug DA, Arick JR, Almond PJ. Autism Screening Instrument for Educational Planning-Third Edition[M]. Austin, TX:Pro-ed Inc., 2008.
[21] 唐万, 胡俊, 张晖, 等. Kappa系数:一种衡量评估者间一致性的常用方法[J]. 上海精神医学, 2015, 27(1):62-67.
[22] Özyurt G, Eliküçük ÇD. Comparison of language features, autism spectrum symptoms in children diagnosed with autism spectrum disorder, developmental language delay, and healthy controls[J]. Noro Psikiyatr Ars, 2018, 55(3):205-210.
[23] Hermawati D, Rahmadi FA, Sumekar TA, et al. Early electronic screen exposure and autistic-like symptoms[J]. Intractable Rare Dis Res, 2018, 7(1):69-71.
[24] Salisbury LA, Nyce JD, Hannum CD, et al. Sensitivity and specificity of 2 autism screeners among referred children between 16 and 48 months of age[J]. J Dev Behav Pediatr, 2018, 39(3):254-258.
[25] Yama B, Freeman T, Graves E, et al. Examination of the properties of the Modified Checklist for Autism in Toddlers (M-CHAT) in a population sample[J]. J Autism Dev Disord, 2012, 42(1):23-34.
[26] Marteleto MR, Pedromônico MR. Validity of Autism Behavior Checklist (ABC):preliminary study[J]. Braz J Psychiatry, 2005, 27(4):295-301.
[27] Yousefi N, Dadgar H, Mohammadi MR, et al. The validity and reliability of Autism Behavior Checklist in Iran[J]. Iran J Psychiatry, 2015, 10(3):144-149.
[28] Zwaigenbaum L, Bauman ML, Fein D, et al. Early screening of autism spectrum disorder:recommendations for practice and research[J]. Pediatrics, 2015, 136(Suppl 1):S41-S59.