CBT-based Online Self-help Training to Reduce Fear and Distress After Cancer (CAREST Randomized Trial): 24 Months Follow-up Using Latent Growth Models and Latent Class Analysis

BACKGROUND Psychological distress (PD) and fear of cancer recurrence (FCR) are common consequences of surviving cancer. Online self-help training could help many cancer survivors deal with PD and FCR at low costs. PURPOSE To evaluate the long-term effectiveness of the CAncer REcurrence Self-help Training (CAREST trial) to reduce PD and FCR. Moreover, to evaluate the relation between FCR and PD across time and identify subgroups representing different change trajectories in FCR over time and their predictors. METHODS This multicenter randomized controlled trial included 262 female breast cancer survivors, assigned to online self-help training or care as usual. Participants completed questionnaires at baseline and four times during the 24-month follow-up. The primary outcomes were PD and FCR (Fear of Cancer Recurrence Inventory). Latent growth curve modeling (LGCM) and repeated measures latent class analysis (RMLCA) were performed, both according to the intention-to-treat principle. RESULTS LGCM showed no differences between the average latent slope in both groups for both PD and FCR. The correlation between FCR and PD at baseline was moderate for the intervention group and strong for the CAU group and did not significantly decrease over time in both groups. RMLCA revealed five latent classes and several predictors of class membership. CONCLUSIONS We did not find a long-term effect of the CBT-based online self-help training in reducing PD or FCR, nor in their relation. Therefore, we recommend adding professional support to online interventions for FCR. Information about FCR classes and predictors may contribute to improvement of FCR interventions.

[1]  R. Tamimi,et al.  Trajectories of fear of cancer recurrence in young breast cancer survivors , 2021, Cancer.

[2]  B. Weltermann,et al.  Individual courses and determinants of fear of cancer recurrence in long-term breast cancer survivors with and without recurrence , 2021, Supportive Care in Cancer.

[3]  J. Custers,et al.  Not as Stable as We Think: A Descriptive Study of 12 Monthly Assessments of Fear of Cancer Recurrence Among Curatively-Treated Breast Cancer Survivors 0–5 Years After Surgery , 2020, Frontiers in Psychology.

[4]  C. Kiserud,et al.  Fear of cancer recurrence among young adult cancer survivors—exploring long-term contributing factors in a large, population-based cohort , 2020, Journal of Cancer Survivorship.

[5]  E. Shim,et al.  Trajectory of fear of cancer recurrence and beliefs and rates of medication adherence in patients with breast cancer , 2020, Psycho-oncology.

[6]  W. Lam,et al.  The role of metacognition and its indirect effect through cognitive attentional syndrome on fear of cancer recurrence trajectories: A longitudinal study , 2020, Psycho-oncology.

[7]  J. de Vries,et al.  No effect of CBT‐based online self‐help training to reduce fear of cancer recurrence: First results of the CAREST multicenter randomized controlled trial , 2020, Psycho-oncology.

[8]  I. Mesters,et al.  Online interventions aimed at reducing psychological distress in cancer patients: evidence update and suggestions for future directions. , 2019, Current opinion in supportive and palliative care.

[9]  Laura J. Morrison,et al.  Distress Management, Version 3.2019, NCCN Clinical Practice Guidelines in Oncology. , 2019, Journal of the National Comprehensive Cancer Network : JNCCN.

[10]  C. Séguin Leclair,et al.  The relationship between fear of cancer recurrence and health behaviors: A nationwide longitudinal study of cancer survivors. , 2019, Health psychology : official journal of the Division of Health Psychology, American Psychological Association.

[11]  M. Diefenbach,et al.  Longitudinal dyadic associations of fear of cancer recurrence and the impact of treatment in prostate cancer patients and their spouses , 2019, Acta oncologica.

[12]  G. Humphris,et al.  Fear of cancer recurrence trajectory during radiation treatment and follow-up into survivorship of patients with breast cancer , 2018, BMC Cancer.

[13]  E. Adang,et al.  Exploring associations between psychiatric disorder, psychological distress, and health care utilization in cancer patients , 2018, Psycho-oncology.

[14]  P. Scuffham,et al.  Web-Delivered Cognitive Behavioral Therapy for Distressed Cancer Patients: Randomized Controlled Trial , 2018, Journal of medical Internet research.

[15]  A. Mehnert,et al.  One in two cancer patients is significantly distressed: Prevalence and indicators of distress , 2018, Psycho-oncology.

[16]  N. Duffy,et al.  Fear of cancer recurrence: a theoretical review and its relevance for clinical presentation and management , 2017, Psycho-oncology.

[17]  H. Bosworth,et al.  Breast cancer oral anti-cancer medication adherence: a systematic review of psychosocial motivators and barriers , 2017, Breast Cancer Research and Treatment.

[18]  A. Speckens,et al.  Efficacy of Blended Cognitive Behavior Therapy for High Fear of Recurrence in Breast, Prostate, and Colorectal Cancer Survivors: The SWORD Study, a Randomized Controlled Trial. , 2017, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[19]  V. White,et al.  Self-guided interventions for managing psychological distress in people with cancer - A systematic review. , 2017, Patient education and counseling.

[20]  A. Gundelach,et al.  Cancer-Related Psychological Distress: A Concept Analysis. , 2016, Clinical journal of oncology nursing.

[21]  J. Twisk,et al.  Measurement model choice influenced randomized controlled trial results. , 2016, Journal of clinical epidemiology.

[22]  J. de Vries,et al.  Study protocol of the CAREST-trial: a randomised controlled trial on the (cost-) effectiveness of a CBT-based online self-help training for fear of cancer recurrence in women with curatively treated breast cancer , 2016, BMC Cancer.

[23]  P. Butow,et al.  From normal response to clinical problem: definition and clinical features of fear of cancer recurrence , 2016, Supportive Care in Cancer.

[24]  G. Devins,et al.  Empirical validation of the English version of the Fear of Cancer Recurrence Inventory , 2016, Quality of Life Research.

[25]  J. Custers,et al.  BREATH: Web-Based Self-Management for Psychological Adjustment After Primary Breast Cancer--Results of a Multicenter Randomized Controlled Trial. , 2015, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[26]  J. Neuhaus,et al.  Trajectories of fear of recurrence in women with breast cancer , 2015, Supportive Care in Cancer.

[27]  B. Mausbach,et al.  Depression as a predictor of adherence to adjuvant endocrine therapy (AET) in women with breast cancer: a systematic review and meta-analysis , 2015, Breast Cancer Research and Treatment.

[28]  Alexander van Deursen,et al.  Increasing inequalities in what we do online: A longitudinal cross sectional analysis of Internet activities among the Dutch population (2010 to 2013) over gender, age, education, and income , 2015, Telematics Informatics.

[29]  C. Lin,et al.  Association between serious psychological distress and health care use and expenditures by cancer history , 2015, Cancer.

[30]  J. Savard,et al.  Screening and comorbidity of clinical levels of fear of cancer recurrence , 2015, Journal of Cancer Survivorship.

[31]  J. de Vries,et al.  Reliability and Validity of the Psychosocial Distress Questionnaire-Breast Cancer. , 2014, Journal of nursing measurement.

[32]  Bernd Holleczek,et al.  Fear of recurrence in long‐term breast cancer survivors—still an issue. Results on prevalence, determinants, and the association with quality of life and depression from the Cancer Survivorship—a multi‐regional population‐based study , 2014, Psycho-oncology.

[33]  H. Christensen,et al.  Online interventions for anxiety disorders , 2014, Current opinion in psychiatry.

[34]  Gerry Humphris,et al.  Fear of cancer recurrence in adult cancer survivors: a systematic review of quantitative studies , 2013, Journal of Cancer Survivorship.

[35]  C. Tomei,et al.  Does fear of cancer recurrence predict cancer survivors' health care use? , 2013, Supportive Care in Cancer.

[36]  H. Brenner,et al.  Fear of recurrence and disease progression in long‐term (≥5 years) cancer survivors—a systematic review of quantitative studies , 2013, Psycho-oncology.

[37]  J. Vries,et al.  The Psychosocial Distress Questionnaire-Breast Cancer (PDQ-BC) is a useful instrument to screen psychosocial problems , 2012, Supportive Care in Cancer.

[38]  Yves Rosseel,et al.  lavaan: An R Package for Structural Equation Modeling , 2012 .

[39]  G. Sledge,et al.  Predicting fear of breast cancer recurrence and self-efficacy in survivors by age at diagnosis. , 2012, Oncology nursing forum.

[40]  W. Linden,et al.  Psychological treatment outcomes for cancer patients: what do meta‐analyses tell us about distress reduction? , 2012, Psycho-oncology.

[41]  S. Chambers,et al.  Psychological distress and unmet supportive care needs in cancer patients and carers who contact cancer helplines. , 2012, European journal of cancer care.

[42]  P. Butow,et al.  Fear of cancer recurrence in young women with a history of early-stage breast cancer: a cross-sectional study of prevalence and association with health behaviours , 2012, Supportive Care in Cancer.

[43]  Roch Giorgi,et al.  Sensitivity analysis when data are missing not-at-random. , 2011, Epidemiology.

[44]  Michelle G. Craske,et al.  Computer Therapy for the Anxiety and Depressive Disorders Is Effective, Acceptable and Practical Health Care: A Meta-Analysis , 2010, PloS one.

[45]  J. de Vries,et al.  Development of the Psychosocial Distress Questionnaire—Breast Cancer (PDQ-BC): a breast cancer-specific screening instrument for psychosocial problems , 2010, Supportive Care in Cancer.

[46]  Patrick J Curran,et al.  Twelve Frequently Asked Questions About Growth Curve Modeling , 2010, Journal of cognition and development : official journal of the Cognitive Development Society.

[47]  D. Moher,et al.  CONSORT 2010 Statement: updated guidelines for reporting parallel group randomised trials , 2010, BMC medicine.

[48]  G. Humphris,et al.  Fear of recurrence and psychological distress in head and neck cancer patients and their carers , 2009, Psycho-oncology.

[49]  G. Devins,et al.  Emotional distress impacts fear of the future among breast cancer survivors not the reverse , 2009, Journal of cancer survivorship : research and practice.

[50]  J. Savard,et al.  Fear of Cancer Recurrence Inventory: development and initial validation of a multidimensional measure of fear of cancer recurrence , 2009, Supportive Care in Cancer.

[51]  S. Lutgendorf,et al.  Adjusting to life after treatment: distress and quality of life following treatment for breast cancer , 2007, British Journal of Cancer.

[52]  Zeev Rosberger,et al.  Comparison of four common stressors across the breast cancer trajectory. , 2007, Journal of psychosomatic research.

[53]  Heleen Riper,et al.  Internet-based cognitive behaviour therapy for symptoms of depression and anxiety: a meta-analysis , 2006, Psychological Medicine.

[54]  G. Humphris,et al.  Fear of Cancer Recurrence — A Literature Review and Proposed Cognitive Formulation to Explain Exacerbation of Recurrence Fears , 1997, Psycho-oncology.

[55]  R. MacCallum,et al.  Power analysis and determination of sample size for covariance structure modeling. , 1996 .

[56]  J. de Vries,et al.  Translation and validation of the Dutch version of the Fear of Cancer Recurrence Inventory (FCRI-NL). , 2017, Journal of psychosomatic research.

[57]  P. Jacobsen,et al.  Predictors and patterns of fear of cancer recurrence in breast cancer survivors. , 2016, Health psychology : official journal of the Division of Health Psychology, American Psychological Association.

[58]  Christiane,et al.  World Medical Association Declaration of Helsinki: ethical principles for medical research involving human subjects. , 2013, JAMA.

[59]  R. Little A Test of Missing Completely at Random for Multivariate Data with Missing Values , 1988 .

[60]  S. Holm A Simple Sequentially Rejective Multiple Test Procedure , 1979 .