Latent class analysis of early developmental trajectory in baby siblings of children with autism

Journal of Child Psychology and Psychiatry and Allied Disciplines

Volumn 53, Issue 9, 2012, Pages 986-996

  Landa, Rebecca J ^a   Gross, Alden L ^b   Stuart, Elizabeth A ^b   Bauman, Margaret ^c  

^a JOHNS HOPKINS UNIVERSITY SCHOOL OF MEDICINE   (United States)

^b JOHNS HOPKINS BLOOMBERG SCHOOL OF PUBLIC HEALTH   (United States)

^c HARVARD MEDICAL SCHOOL   (United States)

Author keywords

Autism; broader autism phenotype; trajectories

Indexed keywords

ARTICLE; AUTISM; CHILD DEVELOPMENT; FEMALE; GENETICS; HUMAN; INFANT; MALE; PHENOTYPE; PHYSIOLOGY; PRESCHOOL CHILD; PSYCHOLOGICAL ASPECT; PSYCHOLOGICAL MODEL; PSYCHOLOGICAL RATING SCALE; SIBLING;

AUTISTIC DISORDER; CHILD DEVELOPMENT; CHILD, PRESCHOOL; FEMALE; HUMANS; INFANT; MALE; MODELS, PSYCHOLOGICAL; PHENOTYPE; PSYCHIATRIC STATUS RATING SCALES; SIBLINGS;

EID: 84865506196     PISSN: 00219630     EISSN: 14697610     Source Type: Journal    
DOI: 10.1111/j.1469-7610.2012.02558.x     Document Type: Article

References (58)

1. Akaike, H., (1974). A new look at the statistical model identification. IEEE Transactions on Automatic Control, 19, 716-723.
2. Baird, G., Charman, T., Pickles, A., Chandler, S., Loucas, T., Meldrum, D.,. &, Simonoff, E., (2008). Regression, developmental trajectory, and associated problems in disorders in the autism spectrum: The SNAP study. Journal of Autism and Developmental Disorders, 38, 1827-1836.
3. Bhat, A.N., Galloway, J.C., &, Landa, R.J., (2010). Social and non-social visual attention patterns and associative learning in infants at risk for autism. Journal of Child Psychology and Psychiatry, 51, 989-997.
4. Bhat, A., Landa, R., &, Galloway, J. C., (2011). Perspectives on motor problems in infants, children, and adults with autism spectrum disorders. Physical Therapy, 91, 1116-1129.
5. Brian, J., Bryson, S.E., Garon, N., Roberts, W., Smith, I.M., Szatmari, P., &, Zwaigenbaum, L,. (2008). Clinical assessment of autism in high-risk 18-month-olds. Autism, 12, 433-456.
6. Bryson, S.E., Zwaigenbaum, L., Brian, J.A., Roberts, S.W., Szatmari, P, Rombough, V., &, McDermott, C,. (2007). A prospective case series of high-risk infants who developed autism. Journal of Autism and Developmental Disorders, 37, 12-24. (Pubitemid 46197891)
7. Colgan, S.E., Lanter, E., McComish, C., Watson, L.R., Crais, E.R, &, Baranek, G.T., (2006). Analysis of social interaction gestures in infants with autism. Child Neuropsychology, 12, 307-319. (Pubitemid 44266811)
8. Constantino, J.N., Zhang, Y., Frazier, T., Abbacchi, A.M., &, Law, P., (2010). Sibling recurrence and the genetic epidemiology of autism. American Journal of Psychiatry, 167, 1349-1356.
9. Davidovitch, M., Glick, L., Holtzman, G., Tirosh, E., &, Safir, M.P., (2000). Developmental regression in autism: Maternal perception. Journal of Autism and Developmental Disorders, 30, 113-119. (Pubitemid 30331605)
10. Donders, A.R., van der Heijden, G.J., Stijnen, T., &, Moons, KG., (2006). Review: A gentle introduction to imputation of missing values. Journal of Clinical Epidemiology, 59, 1087-1091. (Pubitemid 44374314)
11. Elliott, M.R., Gallo, J.J., Ten Have, T.R., Bogner, H.R., &, Katz, I.R., (2005). Using a Bayesian latent growth curve model to identify trajectories of positive affect and negative events following myocardial infarction. Biostatistics, 6, 119-143. (Pubitemid 41240374)
12. Elsabbagh, M., Mercure, E., Hudry, K., Chandler, S., Pasco, G., Charman, T., &, Pickles, A., (2012). Infant neural sensitivity to dynamic eye gaze is associated with later emerging autism. Current Biology, 22, 1-5.
13. Feng, Z., &, McCulloch, C.E., (1996). Using bootstrap likelihood ratio in finite mixture models. Journal of the Royal Statistical Society, Series B, 58, 609-617.
14. Flanagan, J., Landa, R., Bhat, A., &, Bauman, M., (in press). Head lag in infants at risk for autism: A preliminary study. American Journal of Occupational Therapy.
15. Folstein, S., &, Rutter, M., (1977). Infantile autism: A genetic study of 21 twin pairs. Journal of Child Psychology and Psychiatry, 18, 297-321.
16. Fombonne, E., &, Chakrabari, S., (2001). No evidence for a new variant of measles-mumps-rubella-induced autism. Pediatrics, 108, E58.
17. Gamliel, I., Yirmiya, N., Jaffe, D.H., Manor, O., &, Sigman, M., (2009). Developmental trajectories in siblings of children with autism: Cognition and language from 4 months to 7 years. Journal of Autism and Developmental Disorders, 39, 1131-1144.
18. Godlberg, W.A., Osann, K., Filipek, P.A., Laulhere, T., Jarvis, K., Modahl, C.,. &, Spence, M.A,. (2003). Language and other regression: Assessment and timing. Journal of Autism and Developmental Disorders, 33, 607-616. (Pubitemid 38036318)
19. Hansen, W. B., Tobler, N. S., &, Graham, J. W., (1990). Attrition in substance abuse prevention research: A metaanalysis of 85 longitudinally followed cohorts. Evaluation Review, 14, 677-685.
20. Haswell, C.C., Izawa, J., Dowell, L.R., Mostofsky, S.H., &, Shadmehr, R., (2009). Representation of internal models of action in the autistic brain. Nature Neuroscience, 12, 970-972.
21. Hoekstra, R.A., Happe, F., Baron-Cohen, S., &, Ronald, A., (2009). Association between extreme autistic traits and intellectual disability: Insights from a general population twin study. The British Journal of Psychiatry, 195, 531-536.
22. Hollingshead, A.B., (1975). Four factor index of social status. Unpublished Manuscript, Department of Sociology, Yale University, New Haven, CT.
23. Kurita, H., (1985). Infantile autism with speech loss before the age of thirty months. Journal of the American Academy of Child Psychiatry, 24, 191-196. (Pubitemid 15100199)
24. Landa, R., (2011). Developmental features and trajectories associated with autism spectrum disorders in infants and toddlers. In, D.G. Geschwind, G. Dawson, &, D.H. Amaral, (Eds.), Autism spectrum disorders (pp. 213-228). New York: Oxford Press.
25. Landa, R., &, Garrett-Mayer, E., (2006). Development in infants with autism spectrum disorders: A prospective study. Journal of Child Psychology and Psychiatry, 47, 629-638. (Pubitemid 43744794)
26. Landa, R.J., Holman, K.C., &, Garrett-Mayer, E., (2007). Social and communication development in toddlers with early and later diagnosis of autism spectrum disorders. Archives of General Psychiatry, 64, 853-864. (Pubitemid 47026381)
27. Little, R. J. A., (1995). Modeling the drop-out mechanism in repeated-measures studies. Journal of the American Statistical Association, 90, 1112-1121.
28. Lo, Y., Mendell, N.R., &, Rubin, D.B., (2001). Testing the number of components in a normal mixture. Biometrika, 88, 767-778. (Pubitemid 33771022)
29. Lord, C., Rutter, M., DiLavore, P., &, Risi, S., (1999). Autism diagnostic observation schedule. Los Angeles: Western Psychological Services.
30. Maestro, S., Muratori, F., Cesari, A., Cavallaro, M.C., Paziente, A., Pecini, C., et al., (2005). Course of autism signs in the first year of life. Psychopathology, 38, 26-31. (Pubitemid 40529164)
31. Minshew, N. J., Meyer, J., &, Goldstein, G., (2002). Abstract reasoning in autism: A dissociation between concept formation and concept identification. Neuropsychology, 16, 327-334. (Pubitemid 34778898)
32. Mullen, E.M., (1995). Mullen: Scales of early learning (AGS edn). Circle Pines, MN: American Guideline Service.
33. Muthén, B., (1997). Latent variable modeling with longitudinal and multilevel data. In, A. Raftery, (Ed.), Sociological methodology (pp. 453-480). Boston: Blackwell.
34. Muthén, B., (2004). Latent variable analysis: Growth mixture modeling and related techniques for longitudinal data. In, D. Kaplan, (Ed.), Handbook of quantitative methodology for the social sciences (pp. 345-368). Newbury Park, CA: Sage.
35. Muthén, B., Brown, C.H., Masyn, K., Jo, B., Khoo, S.T., Yang, C.C., Wang, C.P., Kellam, S.G, Carlin, J.B., &, Liao, J., (2002). General growth mixture modeling for randomized preventive interventions. Biostatistics, 3, 459-475.
36. Muthén, L.K., &, Muthén, B.O., (19982010). Mplus user's guide (6th edn). Los Angeles: Muthén & Muthén.
37. Muthén, B., &, Shedden, K., (1999). Finite mixture modeling with mixture outcomes using the EM algorithm. Biometrics, 55, 463-469. (Pubitemid 29302570)
38. Nylund, K.L., Asparouhov, T., &, Muthén, B.O., (2007). Deciding on the number of classes in latent class analysis and growth mixture modeling: A Monte Carlo simulation study. Structural Equation Modeling, 14, 535-569.
39. Osterling, J.A., Dawson, G., &, Munson, J.A., (2002). Early recognition of 1-year-old infants with autism spectrum disorder versus mental retardation. Developmental Psychopathology, 14, 239-251. (Pubitemid 351690096)
40. Ozonoff, S., Iosif, A-M., Baguio, F., Cook, I.C., Moore Hill, M., Hutman, T,.,. &, Young, G.S,. (2010). A prospective study of the emergence of early behavioral signs of autism. Journal of the Academy of Child and Adolescent Psychiatry, 49, 256-266.
41. Ozonoff, S., Williams, B.J., &, Landa, R., (2005). Parental report of the early development of children with regressive autism: The delays-plus-regression phenotype. Autism, 9, 461-486. (Pubitemid 43009535)
42. Ozonoff, S., Young, G.S., Carter, A., Messinger, D., Yirmiya, N., Zwaigenbaum, L.,. &, Stone, W.L., (2011). Recurrence risk for autism spectrum disorders: A baby siblings research consortium study. Pediatrics, 128, e488-e495.
43. Rice, M. L., &, Wexler, K., (2001). Rice/Wexler test of early grammatical impairment. San Antonio, TX: The Psychological Corporation.
44. Sacco, R., Papaleo, V., Hager, J., Rousseau, F., Moessner, R., Militerni, R., Bravaccio, C.,. &, Persico, A.M,. (2007). Case-control and family-based association studies of candidate genes in autistic disorder and its endophenotypes: TPH2 and GLO1. BMC Medical Genetics, 8, 11.
45. Satorra, A., &, Bentler, P.M., (1994). Ensuring positiveness of the scaled difference Chi-Square test statistic. Psychometrika, 75, 243-248.
46. Schafer, J.L., &, Graham, J.W., (2002). Missing data: Our view of the state of the art. Psychological Methods, 7, 147-177.
47. Schwartz, G.E., (1978). Estimating the dimension of a model. Annals of Statistics, 6, 461-464.
48. Shinnar, S., Rapin, I., Arnold, S., Tuchman, R.F., Shulman, L., Ballaban-Gil, K.,. &, Volkmar, F.R,. (2001). Language regression in childhood. Pediatric Neurology, 24, 183-189.
49. Sparrow, S.S., Cicchetti, D.V., &, Balla, D.A., (2005). Vineland adaptive behavior scales (2nd edn). Circle Pines, MN: American Guidance Services.
50. Sullivan, M., Finelli, J., Marvin, A., Garrett-Mayer, E., Bauman, M., &, Landa, R., (2007). Response to joint attention in toddlers at risk for autism spectrum disorder: A prospective study. Journal of Autism and Developmental Disorders, 37, 37-48. (Pubitemid 46197893)
51. Ventola, P., Kleinman, J., Pandey, J., Wilson, L., Esser, E., Boorstein, H.,. &, Piven, J,. (2007). Differentiating between autism spectrum disorders and other developmental disabilities in children who failed a screening instrument for ASD. Journal of Autism and Developmental Disorders, 37, 425-436. (Pubitemid 46355982)
52. Wang, C.-P., Brown, C.H., &, Bandeen-Roche, K., (2005). Residual diagnostics for growth mixture models: Examining the impact of a preventive intervention on multiple trajectories of aggressive behavior. Journal of American Statistical Association, 100, 1054-1076. (Pubitemid 41276349)
53. Werner, E., Dawson, G., Munson, J., &, Osterling, J., (2005). Variation in early developmental course in autism and its relation with behavioral outcome at 3-4 years of age. Journal of Autism and Developmental Disorders, 35, 337-350. (Pubitemid 41125972)
54. Wetherby, A., &, Prizant, B., (2001). Communication and symbolic behavior scales developmental profile. Baltimore: Brookes.
55. Wolff, J.J., Gu, H., Gerig, G., Elison, J.T., Styner, M., Gouttard, G., Botteron, K.N., et al., (2012). Differences in white matter fiber tract development present from 6 to 24 months in infants with autism. American Journal of Psychiatry. [Epub ahead of print].
56. Young, G.S., Merin, N., Rogers, S.J., &, Ozonoff, S., (2009). Gaze behavior and affect at 6 months: Predicting clinical outcomes and language development in typically developing infants and infants at risk for autism. Developmental Science, 12, 798-814.
57. Zimmerman, I.L., Steiner, V.G., &, Pond, R.E., (2002). Preschool language scale (4th edn). San Antonio, TX: The Psychological Corporation.
58. Zwaigenbaum, L., Bryson, S., Rogers, T., Roberts, W., Brian, J., &, Szatmari, P., (2005). Behavioral manifestations of autism in the first year of life. International Journal of Developmental Neuroscience, 23, 143-152. (Pubitemid 40313548)