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Continuity of mental disorders in children with chronic physical illness

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Abstract

Data on the chronicity of mental disorder in children with chronic physical illness (CPI) are limited. We examined the prevalence and predictors of homotypic and heterotypic continuity of mental disorder in children with CPI. A sample of 263 children aged 2–16 years with physician-diagnosed CPI were recruited from outpatient clinics (e.g., dermatology, respiratory) at a Canadian pediatric academic hospital and followed for 24 months. Parent and child-reported mental disorders (mood, anxiety, behavioral, attention-deficit hyperactivity disorder [ADHD]) were assessed using the Mini International Neuropsychiatric Interview for Children and Adolescents at baseline, 6, 12, and 24 months. Marginal regression models were computed to identify clinical, parent, and demographic factors associated with mental comorbidity over time. Mental disorder was observed in 24–27% of children with CPI based on child reports and 35–39% based on parent reports. Parent-reported models revealed significant homotypic continuity for all mental disorders (ORs = 4.2–9.5), and heterotypic continuity between mood and anxiety disorders (OR = 2.2), ADHD and behavioral disorders (OR = 5.1), and behavioral and each mental disorder (ORs = 6.7–8.4). Child-reported models revealed significant homotypic continuity for mood (OR = 8.8) and anxiety disorder (OR = 6.0), and heterotypic continuity between anxiety and mood disorders (OR = 12.4). Child disability (ORs = 1.3–1.5) and parent psychopathology (ORs = 1.2–1.8) were the most consistent predictors of both child- and parent-reported mental disorder over time. Mental comorbidity was prevalent and persistent in children with CPI with homotypic and heterotypic continuity common across informants. Child disability and parent psychopathology may be priority targets within integrated family-centered models of care to prevent mental comorbidity in children with CPI.

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Data availability

Research ethical approval for MY LIFE does not permit the public sharing of study data. However, requests to access data from the MY LIFE cohort should be made in writing by contacting the corresponding author by email to initiate discussions regarding potential research projects.

References

  1. Adams JS, Chien AT, Wisk LE (2019) Mental illness among youth with chronic physical conditions. Pediatrics 144:e20181819. https://doi.org/10.1542/peds.2018-1819

  2. Ferro MA, Qureshi S, Van Lieshout RJ, Lipman EL, Georgiades K, Gorter JW et al (2022) Prevalence and correlates of physical-mental multimorbidity in outpatient children from a pediatric hospital in Canada. Can J Psychiatry 67:626–637. https://doi.org/10.1177/07067437221074430

    Article  PubMed  PubMed Central  Google Scholar 

  3. Kornelsen E, Buchan MC, Gonzalez A, Ferro MA (2019) Hair cortisol concentration and mental disorder in children with chronic physical illness. Chron Stress 3. https://doi.org/10.1177/2470547019875116

  4. Ferro MA, Qureshi SA, Shanahan L, Otto C, Ravens-Sieberer U (2021) Health-related quality of life in children with and without physical-mental multimorbidity. Qual Life Res 30:3449–3461. https://doi.org/10.1007/s11136-021-02963-6

    Article  PubMed  Google Scholar 

  5. Ferro MA, Lipman EL, Browne DT (2021) Mental health care costs among youth with comorbid mental disorders. J Behav Health Serv Res 48:634–641. https://doi.org/10.1007/s11414-021-09751-7

    Article  PubMed  Google Scholar 

  6. Reaume SV, Luther AWM, Ferro MA (2021) Physical morbidity and mental health care among young people. J Adolesc Health 68:540–547. https://doi.org/10.1016/j.jadohealth.2020.06.040

  7. Romano I, Buchan C, Baiocco-Romano L, Ferro MA (2021) Physical-mental multimorbidity in children and youth: a scoping review. BMJ Open 11:e043124. https://doi.org/10.1136/bmjopen-2020-043124

    Article  PubMed  PubMed Central  Google Scholar 

  8. Stein RE, Silver EJ (1999) Operationalizing a conceptually based noncategorical definition: a first look at US children with chronic conditions. Arch Pediatr Adolesc Med 153:68–74. https://doi.org/10.1001/archpedi.153.1.68

    Article  CAS  PubMed  Google Scholar 

  9. Arrondo G, Solmi M, Dragioti E, Eudave L, Ruiz-Goikoetxea M, Ciaurriz-Larraz AM et al (2022) Associations between mental and physical conditions in children and adolescents: an umbrella review. Neurosci Biobehav Rev 137:104662. https://doi.org/10.1016/j.neubiorev.2022.104662

    Article  PubMed  Google Scholar 

  10. Reaume SV, Ferro MA (2019) Chronicity of mental comorbidity in children with new-onset physical illness. Child Care Health Dev 45:559–567. https://doi.org/10.1111/cch.12667

    Article  PubMed  Google Scholar 

  11. Ferro MA, Lipman EL, Van Lieshout RJ, Gorter JW, Shanahan L, Boyle M et al (2019) Multimorbidity in children and youth across the life-course (MY LIFE): protocol of a Canadian prospective study. BMJ Open 9:e034544. https://doi.org/10.1136/bmjopen-2019-034544

    Article  PubMed  PubMed Central  Google Scholar 

  12. Sheehan DV, Sheehan KH, Shytle RD, Janavs J, Bannon Y, Rogers JE et al (2010) Reliability and validity of the Mini International Neuropsychiatric Interview for Children and Adolescents (MINI-KID). J Clin Psychiatry 71:313–326. https://doi.org/10.4088/JCP.09m05305whi

  13. Duncan L, Boyle M, Ferro MA, Georgiades K, Van Lieshout RJ, Bennett K et al (2018) Psychometric evaluation of the Mini International Neuropsychiatric Interview for Children and Adolescents (MINI-KID). Psychol Assess 30:916–928. https://doi.org/10.1037/pas0000541

  14. Üstün TB, Kostanjsek N, Chatterji S, Rehm J (2010) Measuring health and disability: manual for WHO Disability Assessment Schedule: WHODAS 2.0. World Health Organization, Geneva

  15. Tompke BK, Tang J, Oltean II, Buchan MC, Reaume SV, Ferro MA (2020) Measurement invariance of the WHODAS 2.0 across youth with and without physical or mental conditions. Assessment 27:1490–1501. https://doi.org/10.1177/1073191118816435

    Article  PubMed  Google Scholar 

  16. Kuczmarski RJ, Ogden CL, Guo SS, Grummer-Strawn LM, Flegal KM, Mei Z et al (2002) 2000 CDC growth charts for the United States: methods and development. Vital Health Stat 11:1–190

  17. Bain SK, Jaspers KE (2010) Kaufman Brief Intelligence Test, 2nd edition. Journal of Psychoeducational Assessment 28:167–174 https://doi.org/10.1177/0734282909348217

  18. Radloff LS (1977) The CES-D scale: a self-report depression scale for research in the general population. Appl Psychol Meas 1:385–401. https://doi.org/10.1177/014662167700100306

    Article  Google Scholar 

  19. Spitzer RL, Kroenke K, Williams JB, Lowe B (2006) A brief measure for assessing generalized anxiety disorder: the GAD-7. Arch Intern Med 166:1092–1097. https://doi.org/10.1001/archinte.166.10.1092

    Article  PubMed  Google Scholar 

  20. Whitney S, Bedard C, Mielke J, Browne DT, Ferro MA (2022) Do subjective and objective measures of stress agree in a clinical sample of youth and their parents? Comp Psychoneuroendocrinol 11:100155. https://doi.org/10.1016/j.cpnec.2022.100155

    Article  Google Scholar 

  21. Berry JO, Jones WH (1995) The parental stress scale: initial psychometric evidence. J Soc Pers Relat 12:463–472. https://doi.org/10.1177/0265407595123009

    Article  Google Scholar 

  22. Dol M, McDonald E, Ferro MA (2022) Psychometric properties of the CESD, STAI-T, and PSS among parents of children with mental illness. J Fam Stud 28:1416–1432. https://doi.org/10.1080/13229400.2020.1837208

    Article  Google Scholar 

  23. Zelman JJ, Ferro MA (2018) Psychometric properties of the parental stress scale in families of children with chronic physical conditions. Fam Relat 67:240–252. https://doi.org/10.1111/fare.12306

    Article  Google Scholar 

  24. Norman GR, Sloan JA, Wyrwich KW (2003) Interpretation of changes in health-related quality of life: the remarkable universality of half a standard deviation. Med Care 41:582–592. https://doi.org/10.1097/01.MLR.0000062554.74615.4C

    Article  PubMed  Google Scholar 

  25. Costello EJ, Mustillo S, Erkanli A, Keeler G, Angold A (2003) Prevalence and development of psychiatric disorders in childhood and adolescence. Arch Gen Psychiatry 60:837–844. https://doi.org/10.1001/archpsyc.60.8.837

    Article  PubMed  Google Scholar 

  26. Jones LC, Mrug S, Elliott MN, Toomey SL, Tortolero S, Schuster MA (2017) Chronic physical health conditions and emotional problems from early adolescence through midadolescence. Acad Pediatr 17:649–655. https://doi.org/10.1016/j.acap.2017.02.002

    Article  PubMed  PubMed Central  Google Scholar 

  27. Copeland WE, Adair CE, Smetanin P, Stiff D, Briante C, Colman I et al (2013) Diagnostic transitions from childhood to adolescence to early adulthood. J Child Psychol Psychiatry 54:791–799. https://doi.org/10.1111/jcpp.12062

    Article  PubMed  PubMed Central  Google Scholar 

  28. McDonald E, Whitney S, Horricks L, Lipman EL, Ferro MA (2021) Parent-child agreement on the Mini International Neuropsychiatric Interview for Children and adolescents (MINI-KID). J Can Acad Child Adolesc Psychiatry 30:264–272

    PubMed  PubMed Central  Google Scholar 

  29. Oldehinkel AJ, Ormel J (2022) Annual Research Review: Stability of psychopathology: lessons learned from longitudinal population surveys. J Child Psychol Psychiatryhttps://doi. https://doi.org/10.1111/jcpp.13737

    Article  Google Scholar 

  30. Hanghoj S, Boisen KA (2014) Self-reported barriers to medication adherence among chronically ill adolescents: a systematic review. J Adolesc Health 54:121–138. https://doi.org/10.1016/j.jadohealth.2013.08.009

    Article  PubMed  Google Scholar 

  31. May C, Montori VM, Mair FS (2009) We need minimally disruptive medicine. BMJ 339:b2803. https://doi.org/10.1136/bmj.b2803

    Article  PubMed  Google Scholar 

  32. Ferro MA, Gorter JW, Boyle MH (2015) Trajectories of depressive symptoms in Canadian emerging adults. Am J Public Health 105:2322–2327. https://doi.org/10.2105/AJPH.2015.302817

    Article  PubMed  PubMed Central  Google Scholar 

  33. Young S, Adamo N, Asgeirsdottir BB, Branney P, Beckett M, Colley W et al (2020) Females with ADHD: an expert consensus statement taking a lifespan approach providing guidance for the identification and treatment of attention-deficit/ hyperactivity disorder in girls and women. BMC Psychiatry 20:404. https://doi.org/10.1186/s12888-020-02707-9

    Article  PubMed  PubMed Central  Google Scholar 

  34. Beesdo-Baum K, Knappe S (2012) Developmental epidemiology of anxiety disorders. Child Adolesc Psychiatr Clin N Am 21:457–478. https://doi.org/10.1016/j.chc.2012.05.001

    Article  PubMed  Google Scholar 

  35. Belle FN, Slama T, Schindera C, Diesch-Furlanetto T, Kartal-Kaess M, Kuehni CE et al (2022) Body image in adolescent survivors of childhood cancer: the role of chronic health conditions. Pediatr Blood Cancer 69:e29958. https://doi.org/10.1002/pbc.29958

    Article  PubMed  Google Scholar 

  36. McDougall J, DeWit DJ, Wright FV (2020) Social anxiety symptoms among youth with chronic health conditions: trajectories and related factors. Disabil Rehabil 42:3293–3305. https://doi.org/10.1080/09638288.2019.1590742

    Article  PubMed  Google Scholar 

  37. Hurley D, Swann C, Allen MS, Ferguson HL, Vella SA (2020) A systematic review of parent and caregiver mental health literacy. Community Ment Health J 56:2–21. https://doi.org/10.1007/s10597-019-00454-0

  38. Lynch L, Moorhead A, Long M, Hawthorne-Steele I (2021) What type of helping relationship do young people need? Engaging and maintaining young people in mental health care—a narrative review. Youth Soc 53:1376–1399. https://doi.org/10.1177/0044118X20902786

  39. Kindratt TB, Lark P, Ray M, Brannon GE (2022) Disparities in patient- and family-centered care among children with health conditions. J Patient Exp 9:23743735221092494. https://doi.org/10.1177/23743735221092494

  40. Doan SN (2021) Allostatic load: Developmental and conceptual considerations in a multi-system physiological indicator of chronic stress exposure. Dev Psychobiol 63:825–836. https://doi.org/10.1002/dev.22107

    Article  PubMed  Google Scholar 

  41. Pinquart M (2017) Parenting stress in caregivers of children with chronic physical conditions-a meta-analysis. Stress Health 34:197–207. https://doi.org/10.1002/smi.2780

  42. Ferro MA, Boyle MH (2015) The impact of chronic physical illness, maternal depressive symptoms, family functioning, and self-esteem on symptoms of anxiety and depression in children. J Abnorm Child Psychol 43:177–187. https://doi.org/10.1007/s10802-014-9893-6

    Article  PubMed  Google Scholar 

  43. Ferro MA, Boyle MH, Avison WR (2015) Associations between trajectories of maternal depression and subsequent psychological functioning in youths with and without chronic illness. Health Psychol 34:820–828. https://doi.org/10.1037/hea0000226

    Article  PubMed  Google Scholar 

  44. Kalaman CR, Ibrahim N, Shaker V, Cham CQ, Ho MC, Visvalingam U et al (2023) Parental factors associated with child or adolescent medication adherence: a systematic review. Healthcare 11:501. https://doi.org/10.3390/healthcare11040501

  45. Ferro MA, Gonzalez A (2020) Hair cortisol concentration mediates the association between parent and child psychopathology. Psychoneuroendocrinology 114:104613. https://doi.org/10.1016/j.psyneuen.2020.104613

    Article  CAS  PubMed  Google Scholar 

  46. Ferro MA, Dol M, Basque D, Elgie M (2023) Validating the 12-item proxy-administered World Health Organization Disability Assessment Schedule (WHODAS) 2.0 in young children with chronic physical illness in Canada. Disabil Rehabil 45:3135–3142. https://doi.org/10.1080/09638288.2022.2118868

    Article  PubMed  Google Scholar 

  47. Ferro MA, Elgie M, Dol M, Basque D (2023) Measurement invariance of the 12-item self-administered World Health Organization Disability Assessment Schedule (WHODAS) 2.0 across early and late adolescents in Canada. Disabil Rehabil 45:3118–3124. https://doi.org/10.1080/09638288.2022.2118867

    Article  PubMed  Google Scholar 

  48. Hwang AW, Chang CH, Granlund M, Imms C, Chen CL, Kang LJ (2020) Longitudinal trends of participation in relation to mental health in children with and without physical difficulties. Int J Environ Res Public Health. https://doi.org/10.3390/ijerph17228551

  49. Shorey S, Ng ED (2020) The lived experiences of children and adolescents with non-communicable disease: a systematic review of qualitative studies. J Pediatr Nurs 51:75–84. https://doi.org/10.1016/j.pedn.2019.12.013

    Article  PubMed  Google Scholar 

  50. Kroenke K, Spitzer RL, Williams JB, Lowe B (2009) An ultra-brief screening scale for anxiety and depression: the PHQ-4. Psychosomatics 50:613–621. https://doi.org/10.1176/appi.psy.50.6.613

    Article  PubMed  Google Scholar 

  51. Federici S, Bracalenti M, Meloni F, Luciano JV (2017) World Health Organization Disability Assessment Schedule 2.0: an international systematic review. Disabil Rehabil 39:2347–2380. https://doi.org/10.1080/09638288.2016.1223177

  52. Rosenbaum P, Gorter JW (2012) The ‘F-words’ in childhood disability: I swear this is how we should think! Child Care Health Dev 38:457–463. https://doi.org/10.1111/j.1365-2214.2011.01338.x

    Article  CAS  PubMed  Google Scholar 

  53. Statistics Canada (2017) 2016 census topic: immigration and ethnocultural diversity. In:Statistics Canada, Ottawa

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Acknowledgements

The authors gratefully acknowledge the children, parents, hospital staff, and health professionals at McMaster Children’s Hospital without whose participation the MY LIFE study would not have been possible. We especially thank Jessica Zelman for coordinating the study.

Funding

This work is supported by the Canadian Institutes of Health Research grant number PJT-148602.

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Authors and Affiliations

Authors

Contributions

MF conceptualized and designed the study, obtained funding, coordinated and supervised data collection, assisted with data analysis, and critically reviewed and revised the manuscript for important intellectual content. CC managed and organized the dataset, carried out the analyses, drafted the initial manuscript, and critically reviewed and revised the manuscript for important intellectual content. EL, RVL, LS, and JWG contributed to the study design and selection study measures, obtained funding, and critically reviewed and revised the manuscript for important intellectual content. All authors approved the final manuscript as submitted and agree to be accountable for all aspects of the work.

Corresponding author

Correspondence to Mark A. Ferro.

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Ethical approval

This study was conducted according to the guidelines of the Declaration of Helsinki and was approved by the University of Waterloo Human Research Ethics Board (#31010).

Consent to participate

Informed consent was obtained from all individual participants included in the study.

Competing interests

The authors declare no competing interests.

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Ferro, M.A., Chan, C.K.Y., Lipman, E.L. et al. Continuity of mental disorders in children with chronic physical illness. Eur Child Adolesc Psychiatry (2024). https://doi.org/10.1007/s00787-024-02420-y

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