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Transl Psychiatry. 2021 Dec 20;11(1):644. doi: 10.1038/s41398-021-01698-9.

INTERSTAARS: Attention training for infants with elevated likelihood of developing ADHD: A proof-of-concept randomised controlled trial.

Translational psychiatry

Amy Goodwin, Emily J H Jones, Simona Salomone, Luke Mason, Rebecca Holman, Jannath Begum-Ali, Anna Hunt, Martin Ruddock, George Vamvakas, Emily Robinson, Catherine J Holden, Chloë Taylor, Tim J Smith, Edmund Sonuga-Barke, Patrick Bolton, Tony Charman, Andrew Pickles, Sam Wass, Mark H Johnson,

Affiliations

  1. Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, UK. [email protected].
  2. Centre for Brain and Cognitive Development, Department of Psychology, Birkbeck College, University of London, London, UK. [email protected].
  3. Centre for Brain and Cognitive Development, Department of Psychology, Birkbeck College, University of London, London, UK.
  4. Centre for Oral Clinical Research (COCR) & Centre for Immunobiology and Regenerative Medicine, Institute of Dentistry, Barts and The London School of Medicine and Dentistry, London, UK.
  5. Department of Psychology, University of Southampton, Southampton, UK.
  6. Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, UK.
  7. Department of Psychology, University of East London, London, UK.
  8. Centre for Brain and Cognitive Development, Department of Psychology, Birkbeck College, University of London, London, UK. [email protected].
  9. Department of Psychology, University of Cambridge, Cambridge, UK. [email protected].

PMID: 34930893 DOI: 10.1038/s41398-021-01698-9

Abstract

Attention-deficit/hyperactivity disorder (ADHD) is first diagnosed during middle childhood, when patterns of difficulty are often established. Pre-emptive approaches that strengthen developing cognitive systems could offer an alternative to post-diagnostic interventions. This proof-of-concept randomised controlled trial (RCT) tested whether computerised gaze-based attention training is feasible and improves attention in infants liable to develop ADHD. Forty-three 9- to 16-month-old infants with a first-degree relative with ADHD were recruited (11/2015-11/2018) at two UK sites and randomised with minimisation by site and sex to receive 9 weekly sessions of either (a) gaze-contingent attention training (intervention; n = 20); or (b) infant-friendly passive viewing of videos (control, n = 23). Sessions were delivered at home with blinded outcome assessments. The primary outcome was a composite of attention measures jointly analysed via a multivariate ANCOVA with a combined effect size (ES) from coefficients at baseline, midpoint and endpoint (Registration: ISRCTN37683928 ). Uptake and compliance was good but intention-to-treat analysis showed no significant differences between 20 intervention and 23 control infants on primary (ES -0.4, 95% CI -0.9 to 0.2; Complier-Average-Causal Effect ES -0.6, 95% CI -1.6 to 0.5) or secondary outcomes (behavioural attention). There were no adverse effects on sleep but a small increase in post-intervention session fussiness. Although feasible, there was no support for short-term effects of gaze-based attention training on attention skills in early ADHD. Longer-term outcomes remain to be assessed. The study highlights challenges and opportunities for pre-emptive intervention approaches to the management of ADHD.

© 2021. The Author(s).

References

  1. Polanczyk, G, de Lima, MS, Horta, BL, Biederman, J, & Rohde, LA (2007). The Worldwide Prevalence of ADHD: A Systematic Review and Metaregression Analysis. Am J Psychiatry, 7. - PubMed
  2. Sayal K, Prasad V, Daley D, Ford T, Coghill D. ADHD in children and young people: prevalence, care pathways, and service provision. Lancet Psychiatry. 2017;5:175–86. - PubMed
  3. Posner J, Polanczyk GV, Sonuga-Barke E. Attention-deficit hyperactivity disorder. Lancet. 2020;395:450–62. - PubMed
  4. Faraone SV, Banaschewski T, Coghill D, Zheng Y, Biederman J, Bellgrove MA, et al. (2021). The World Federation of ADHD international consensus statement: 208 evidence-based conclusions about the disorder. Neurosci. Biobehav. Rev., S014976342100049X. https://doi.org/10.1016/j.neubiorev.2021.01.022 . - PubMed
  5. Kortekaas-Rijlaarsdam AF, Luman M, Sonuga-Barke E, Oosterlaan J. Does methylphenidate improve academic performance? A systematic review and meta-analysis. Eur Child Adolesc Psychiatry. 2019;28:155–64. https://doi.org/10.1007/s00787-018-1106-3 - PubMed
  6. Swanson JM, Arnold LE, Molina B, Sibley MH, Hechtman LT, Hinshaw SP, et al. Young adult outcomes in the follow-up of the multimodal treatment study of attention-deficit/hyperactivity disorder: symptom persistence, source discrepancy, and height suppression. J Child Psychol Psychiatry. 2017;58:663–78. https://doi.org/10.1111/jcpp.12684 - PubMed
  7. Krinzinger H, Hall CL, Groom MJ, Ansari MT, Banaschewski T, Buitelaar JK, et al. Neurological and psychiatric adverse effects of long-term methylphenidate treatment in ADHD: A map of the current evidence. Neurosci Biobehav Rev. 2019;107:945–68. https://doi.org/10.1016/j.neubiorev.2019.09.023 - PubMed
  8. Özgen H, Spijkerman R, Noack M, Holtmann M, Schellekens ASA, van de Glind G, et al. International consensus statement for the screening, diagnosis, and treatment of adolescents with concurrent attention-deficit/hyperactivity disorder and substance use disorder. Eur Addiction Res. 2020;26:223–32. - PubMed
  9. Charach A, Fernandez R. Enhancing ADHD medication adherence: challenges and opportunities. Curr Psychiatry Rep. 2013;15:371 https://doi.org/10.1007/s11920-013-0371-6 - PubMed
  10. Charach A, Skyba A, Cook L, Antle BJ. Using stimulant medication for children with ADHD: what do parents say? A brief report. J Can Acad Child Adolesc Psychiatry. 2006;15:75–83. - PubMed
  11. Daley D, Van Der Oord S, Ferrin M, Cortese S, Danckaerts M, Doepfner M, et al. Practitioner review: current best practice in the use of parent training and other behavioural interventions in the treatment of children and adolescents with attention deficit hyperactivity disorder. J Child Psychol Psychiatry. 2018;59:932–47. - PubMed
  12. Cortese S, Ferrin M, Brandeis D, Buitelaar J, Daley D, Dittmann RW, et al. Cognitive training for attention-deficit/hyperactivity disorder: meta-analysis of clinical and neuropsychological outcomes from randomized controlled trials. J Am Acad Child Adolesc Psychiatry. 2015;54:164–74. https://doi.org/10.1016/j.jaac.2014.12.010 - PubMed
  13. Bikic A, Leckman JF, Christensen TØ, Bilenberg N, Dalsgaard S. Attention and executive functions computer training for attention-deficit/hyperactivity disorder (ADHD): results from a randomized, controlled trial. Eur Child Adolesc Psychiatry. 2018;27:1563–74. https://doi.org/10.1007/s00787-018-1151-y - PubMed
  14. Miller M, Iosif A-M, Young GS, Hill MM, Ozonoff S. Early detection of ADHD: insights from infant siblings of children with autism. J Clin Child Adolesc Psychol. 2018;47:737–44. https://doi.org/10.1080/15374416.2016.1220314 - PubMed
  15. Miller M, Musser ED, Young GS, Olson B, Steiner RD, Nigg JT. Sibling recurrence risk and cross-aggregation of attention-deficit/hyperactivity disorder and autism spectrum disorder. JAMA Pediatrics. 2019;173:147–52. https://doi.org/10.1001/jamapediatrics.2018.4076 - PubMed
  16. Wass SV, Porayska-Pomsta K, Johnson MH. Training attentional control in infancy. Curr Biol. 2011;21:1543–1547. - PubMed
  17. Forssman L, Wass SV. Training basic visual attention leads to changes in responsiveness to social-communicative cues in 9-month-olds. Child Dev. 2018;89:e199–e213. https://doi.org/10.1111/cdev.12812 - PubMed
  18. Wass SV, Cook C, Clackson K. Changes in behavior and salivary cortisol after targeted cognitive training in typical 12-month-old infants. Dev Psychol. 2017;53:815–825. - PubMed
  19. Wass SV, de Barbaro K, Clackson K, Leong V. New meanings of thin-skinned: the contrasting attentional profiles of typical 12-month-olds who show high, and low, stress reactivity. Dev Psychol. 2018;54:816–828. - PubMed
  20. Ballieux H, Wass SV, Tomalski P, Kushnerenko E, Karmiloff-Smith A, Johnson MH, et al. Applying gaze-contingent training within community settings to infants from diverse SES backgrounds. J Appl Dev Psychol. 2016;43:8–17. https://doi.org/10.1016/j.appdev.2015.12.005 - PubMed
  21. Goodwin A, Salomone S, Bolton P, Charman T, Jones E, Mason L, et al. Attention training for infants at familial risk of ADHD (INTERSTAARS): study protocol for a randomised controlled trial. Trials. 2016;17:608 https://doi.org/10.1186/s13063-016-1727-0 - PubMed
  22. Jones E, Mason L, Begum Ali J, van den Boomen C, Braukmann R, Cauvet E, et al. Eurosibs: towards robust measurement of infant neurocognitive predictors of autism across Europe. Infant Behav Dev. 2019;57:101316 https://doi.org/10.1016/j.infbeh.2019.03.007 - PubMed
  23. Putnam SP, Helbig AL, Gartstein MA, Rothbart MK, Leerkes E. Development and assessment of short and very short forms of the infant behavior questionnaire–revised. J Personal Assess. 2014;96:445–458. https://doi.org/10.1080/00223891.2013.841171 - PubMed
  24. HH Goldsmith & MK Rothbart. (1999). The laboratory temperament assessment battery. Pre locomotor version 3.1. Department of Psychology, Madison, WI. - PubMed
  25. Mundy P, Delgado C, Block J, Venezia M, Hogan A, Seibert J. (2003). Early Social Communication Scales (ESCS). Coral Gables, FL: University of Miami. - PubMed
  26. Bottema-Beutel K, Crowley S, Sandbank M, Woynaroski TG. Adverse event reporting in intervention research for young autistic children. Autism. 2021;25:322–335. https://doi.org/10.1177/1362361320965331 - PubMed
  27. Sandbank M, Bottema-Beutel K, Crowley S, Cassidy M, Dunham K, Feldman JI, et al. Project AIM: autism intervention meta-analysis for studies of young children. Psychological Bull. 2020;146:1–29. https://doi.org/10.1037/bul0000215 - PubMed
  28. Blatch-Jones A, Nuttall J, Bull A, Worswick L, Mullee M, Peveler R, et al. Using digital tools in the recruitment and retention in randomised controlled trials: survey of UK Clinical Trial Units and a qualitative study. Trials. 2020;21:1–11. - PubMed
  29. Rosa C, Marsch LA, Winstanley EL, Brunner M, Campbell ANC. Using digital technologies in clinical trials: current and future applications. Contemp Clin Trials. 2021;100:106219 https://doi.org/10.1016/j.cct.2020.106219 - PubMed
  30. Hessels, RS, & Hooge, ITC (2019). Eye tracking in developmental cognitive neuroscience—The good, the bad and the ugly. Dev Cognitive Neurosci. 40. - PubMed
  31. Green J, Pickles A, Pasco G, Bedford R, Wan MW, Elsabbagh M, et al. Randomised trial of a parent-mediated intervention for infants at high risk for autism: longitudinal outcomes to age 3 years. J Child Psychol Psychiatry. 2017;58:1330–1340. https://doi.org/10.1111/jcpp.12728 - PubMed
  32. Daley D, van der Oord S, Ferrin M, Danckaerts M, Doepfner M, Cortese S, et al. Behavioral interventions in attention-deficit/hyperactivity disorder: a meta-analysis of randomized controlled trials across multiple outcome domains. J Am Acad Child Adolesc Psychiatry. 2014;53:835–847.e5. https://doi.org/10.1016/j.jaac.2014.05.013 - PubMed
  33. Werchan DM, Lynn A, Kirkham NZ, Amso D. The emergence of object‐based visual attention in infancy: a role for family socioeconomic status and competing visual features. I. Infancy. 2019;24:752–767. - PubMed
  34. Markant J, Ackerman LK, Nussenbaum K, Amso D. Selective attention neutralizes the adverse effects of low socioeconomic status on memory in 9-month-old infants. Dev Cogn Neurosci. 2016;18:26–33. https://doi.org/10.1016/j.dcn.2015.10.009 - PubMed
  35. Gui A, Mason L, Gliga T, Hendry A, Begum Ali J, Pasco G, et al. Look duration at the face as a developmental endophenotype: elucidating pathways to autism and ADHD. Dev Psychopathol. 2020;32:1303–1322. https://doi.org/10.1017/S0954579420000930 - PubMed
  36. Papageorgiou KA, Smith TJ, Wu R, Johnson MH, Kirkham NZ, Ronald A. Individual differences in infant fixation duration relate to attention and behavioral control in childhood. Psychol Sci. 2014;25:1371–1379. https://doi.org/10.1177/0956797614531295 - PubMed
  37. Lawson KR, Ruff HA. Early attention and negative emotionality predict later cognitive and behavioural function. Int J Behav Dev. 2004;28:157–165. https://doi.org/10.1080/01650250344000361 - PubMed
  38. Goodwin A, Hendry A, Mason L, Bazelmans T, Begum Ali J, Pasco G, et al. (2021). Behavioural measures of infant activity but not attention associate with later preschool ADHD traits. Brain Sciences, 11. - PubMed
  39. Amso D, Scerif G. The attentive brain: insights from developmental cognitive neuroscience. Nat Rev Neurosci. 2015;16:606–619. https://doi.org/10.1038/nrn4025 - PubMed
  40. Scerif G. Attention trajectories, mechanisms and outcomes: at the interface between developing cognition and environment: attention and developing cognition. Dev Sci. 2010;13:805–812. https://doi.org/10.1111/j.1467-7687.2010.01013.x - PubMed
  41. Suarez-Rivera C, Smith LB, Yu C. Multimodal parent behaviors within joint attention support sustained attention in infants. Dev Psychol. 2019;55:96–109. https://doi.org/10.1037/dev0000628 - PubMed
  42. Wass, S, Smith, C, Stubbs, L, Clackson, K, Mirza, F (2019). Physiological stress, sustained attention and cognitive engagement in 12-month-old infants from urban environments. PsyArXiv. https://psyarxiv.com/7nv34/ - PubMed
  43. Johnson, MH, Charman, T, Pickles, A, & Jones, EJH (2021). Annual research review: anterior modifiers in the emergence of neurodevelopmental disorders (AMEND)—a systems neuroscience approach to common developmental disorders. J Child Psychol Psychiatry, jcpp.13372. https://doi.org/10.1111/jcpp.13372 - PubMed
  44. Morgan PL, Hillemeier MM, Farkas G, Maczuga S. Racial/ethnic disparities in ADHD diagnosis by kindergarten entry. J Child Psychol Psychiatry. 2014;55:905–913. https://doi.org/10.1111/jcpp.12204 - PubMed
  45. Shi Y, Hunter Guevara LR, Dykhoff HJ, Sangaralingham LR, Phelan S, Zaccariello MJ, et al. Racial disparities in diagnosis of attention-deficit/hyperactivity disorder in a US national birth cohort. JAMA Netw Open. 2021;4:e210321 https://doi.org/10.1001/jamanetworkopen.2021.0321 - PubMed

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