Group-based trajectory modeling for fear of cancer recurrence in cancer survivors: a systematic review

Sung H, Ferlay J, Siegel RL, et al. Global Cancer Statistics 2020: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries. CA Cancer J Clin. 2021;71:209–49. https://doi.org/10.3322/caac.21660.

Article  CAS  PubMed  Google Scholar 

Denlinger CS, Carlson RW, Are M, et al. Survivorship: introduction and definition. Clinical practice guidelines in oncology. J Natl Comprehen Cancer Netw: JNCCN. 2014;12:34–45. https://doi.org/10.6004/jnccn.2014.0005.

Article  Google Scholar 

Allemani C, Matsuda T, Di Carlo V, et al. Global surveillance of trends in cancer survival 2000-14 (CONCORD-3): analysis of individual records for 37 513 025 patients diagnosed with one of 18 cancers from 322 population-based registries in 71 countries. Lancet (London, England). 2018;391:1023–75. https://doi.org/10.1016/S0140-6736(17)33326-3.

Article  PubMed  PubMed Central  Google Scholar 

The Cancer Atlas. Cancer Surv.; 2023. https://canceratlas.cancer.org/the-burden/cancer-survivorship/. Accessed 15 Mar 2023.

Harrison JD, Young JM, Price MA, Butow PN, Solomon MJ. What are the unmet supportive care needs of people with cancer? A systematic review. Support Care Cancer. 2009;17:1117–28. https://doi.org/10.1007/s00520-009-0615-5.

Article  PubMed  Google Scholar 

Luigjes-Huizer YL, Tauber NM, Humphris G, et al. What is the prevalence of fear of cancer recurrence in cancer survivors and patients? A systematic review and individual participant data meta-analysis. Psycho Oncol. 2022;31:879–92. https://doi.org/10.1002/pon.5921.

Article  Google Scholar 

Lebel S, Ozakinci G, Humphris G, et al. From normal response to clinical problem: definition and clinical features of fear of cancer recurrence. Support Care Cancer. 2016;24:3265–8. https://doi.org/10.1007/s00520-016-3272-5.

Article  PubMed  Google Scholar 

Götze H, Taubenheim S, Dietz A, Lordick F, Mehnert-Theuerkauf A. Fear of cancer recurrence across the survivorship trajectory: results from a survey of adult long-term cancer survivors. Psycho Oncol. 2019;28:2033–41. https://doi.org/10.1002/pon.5188.

Article  Google Scholar 

Mutsaers B, Jones G, Rutkowski N, et al. When fear of cancer recurrence becomes a clinical issue: a qualitative analysis of features associated with clinical fear of cancer recurrence. Support Care Cancer. 2016;24:4207–18. https://doi.org/10.1007/s00520-016-3248-5.

Article  PubMed  Google Scholar 

Nguena Nguefack HL, Pagé MG, Katz J, et al. Trajectory modelling techniques useful to epidemiological research: a comparative narrative review of approaches. Clin Epidemiol. 2020;12:1205–22. https://doi.org/10.2147/CLEP.S265287.

Article  PubMed  PubMed Central  Google Scholar 

Berlin KS, Parra GR, Williams NA. An introduction to latent variable mixture modeling (part 2): longitudinal latent class growth analysis and growth mixture models. J Pediatr Psychol. 2014;39:188–203. https://doi.org/10.1093/jpepsy/jst085.

Article  PubMed  Google Scholar 

Ram N, Grimm KJ. Growth mixture modeling: a method for identifying differences in longitudinal change among unobserved groups. Int J Behav Dev. 2009;33:565–76. https://doi.org/10.1177/0165025409343765.

Article  PubMed  PubMed Central  Google Scholar 

Yang Y, Qi H, Li W, et al. Predictors and trajectories of fear of cancer recurrence in Chinese breast cancer patients. J Psychosom Res. 2023;166:111177. https://doi.org/10.1016/j.jpsychores.2023.111177.

Article  PubMed  Google Scholar 

Deuning-Smit E, Custers J, Miroševič Š, et al. Prospective longitudinal study on fear of cancer recurrence in patients newly diagnosed with head and neck cancer: course, trajectories, and associated factors. Head Neck. 2022;44:914–25. https://doi.org/10.1002/hed.26985.

Article  PubMed  PubMed Central  Google Scholar 

Manne SL, Myers-Virtue S, Kissane D, et al. Group-based trajectory modeling of fear of disease recurrence among women recently diagnosed with gynecological cancers. Psycho Oncol. 2017;26:1799–809. https://doi.org/10.1002/pon.4223.

Article  Google Scholar 

Page MJ, McKenzie JE, Bossuyt PM, et al. The PRISMA 2020 statement: an updated guideline for reporting systematic reviews. BMJ (Clinical research ed). 2021;372:n71. https://doi.org/10.1136/bmj.n71.

Article  PubMed  PubMed Central  Google Scholar 

JBI Critical Appraisal Tools; 2024. https://jbi.global/critical-appraisal-tools. Accessed 5 Apr 2024.

Hall NY, Le L, Majmudar I, Mihalopoulos C. Barriers to accessing opioid substitution treatment for opioid use disorder: a systematic review from the client perspective. Drug Alcohol Depend. 2021;221:108651. https://doi.org/10.1016/j.drugalcdep.2021.108651.

Article  CAS  PubMed  Google Scholar 

van de Schoot R, Sijbrandij M, Winter SD, Depaoli S, Vermunt JK. The GRoLTS-Checklist: guidelines for reporting on latent trajectory studies. Struct Equ Model Multidiscip J. 2017;24:451–67. https://doi.org/10.1080/10705511.2016.1247646.

Article  Google Scholar 

Tacconelli E. Systematic reviews: CRD’s guidance for undertaking reviews in health care. Lancet Infect Dis. 2010;10:226. https://doi.org/10.1016/S1473-3099(10)70065-7.

Article  Google Scholar 

Schapira L, Zheng Y, Gelber SI, et al. Trajectories of fear of cancer recurrence in young breast cancer survivors. Cancer. 2022;128:335–43. https://doi.org/10.1002/cncr.33921.

Article  PubMed  Google Scholar 

Leclair CS, Lebel S, Westmaas JL. The relationship between fear of cancer recurrence and health behaviors: a nationwide longitudinal study of cancer survivors. Health Psychol. 2019;38:596–605. https://doi.org/10.1037/hea0000754.

Article  Google Scholar 

Brown SL, Hope-Stone L, Cherry MG. Seven-year distress trajectories in uveal melanoma survivors. Health Psychol. 2023; https://doi.org/10.1037/hea0001270.

Butow P, Müller F, Napier CE, et al. Longitudinal patterns in fear of cancer progression in patients with rare, advanced cancers undergoing comprehensive tumour genomic profiling. Psycho Oncol. 2021;30:1920–9. https://doi.org/10.1002/pon.5764.

Article  Google Scholar 

Custers JAE, Kwakkenbos L, van der Graaf WTA, Prins JB, Gielissen MFM, Thewes B. 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. Front Psychol. 2020;11 https://doi.org/10.3389/fpsyg.2020.580979.

Ng DWL, Foo C-C, Ng SSM, et al. The role of metacognition and its indirect effect through cognitive attentional syndrome on fear of cancer recurrence trajectories: a longitudinal study. Psycho Oncol. 2020;29:271–9. https://doi.org/10.1002/pon.5234.

Article  Google Scholar 

Shim E-J, Jeong D, Lee SB, Min YH. Trajectory of fear of cancer recurrence and beliefs and rates of medication adherence in patients with breast cancer. Psycho Oncol. 2020;29:1835–41. https://doi.org/10.1002/pon.5497.

Article  Google Scholar 

McGinty HL, Small BJ, Laronga C, Jacobsen PB. Predictors and patterns of fear of cancer recurrence in breast cancer survivors. Health Psychol. 2016;35:1–9. https://doi.org/10.1037/hea0000238.

Article  PubMed  Google Scholar 

Yang Y, Humphris G, Sun H, et al. Psychometric properties of the Chinese version Fear of Cancer Recurrence Questionnaire-7 (FCR-7). Prof Psychol Res Pract. 2019;50:376–83. https://doi.org/10.1037/pro0000257.

Article  Google Scholar 

Thewes B, Butow P, Zachariae R, Christensen S, Simard S, Gotay C. Fear of cancer recurrence: a systematic literature review of self-report measures. Psycho Oncol. 2012;21:571–87. https://doi.org/10.1002/pon.2070.

Article  Google Scholar 

Lasry J-CM, Margolese RG. Fear of recurrence, breast-conserving surgery, and the trade-off hypothesis. Cancer. 1992;69:2111–5. https://doi.org/10.1002/1097-0142(19920415)69:8<2111::AID-CNCR2820690817>3.0.CO;2-T.

Article  CAS  PubMed  Google Scholar 

Thewes B, Zachariae R, Christensen S, Nielsen T, Butow P. The Concerns About Recurrence Questionnaire: validation of a brief measure of fear of cancer recurrence amongst Danish and Australian breast cancer survivors. J Cancer Surviv. 2015;9:68–79. https://doi.org/10.1007/s11764-014-0383-1.

Article  PubMed  Google Scholar 

Ng DWL, Kwong A, Suen D, et al. Fear of cancer recurrence among Chinese cancer survivors: prevalence and associations with metacognition and neuroticism. Psycho Oncol. 2019;28:1243–51. https://doi.org/10.1002/pon.5073.

Article  Google Scholar 

Shim E-J, Shin Y-W, Oh D-Y, Hahm B-J. Increased fear of progression in cancer patients with recurrence. Gen Hosp Psychiatr. 2010;32:169–75. https://doi.org/10.1016/j.genhosppsych.2009.11.017.

Article  Google Scholar 

Zhao L, Portier K, Stein K, Baker F, Smith T. Exploratory factor analysis of the Cancer Problems in Living Scale: a report from the American Cancer Society’s Studies of Cancer Survivors. J Pain Symptom Manag. 2009;37:676–86. https://doi.org/10.1016/j.jpainsymman.2008.04.011.

Article  Google Scholar 

Thavaneswaran S, Sebastian L, Ballinger M, et al. Cancer Molecular Screening and Therapeutics (MoST): a framework for multiple, parallel signal-seeking studies of targeted therapies for rare and neglected cancers. Med J Aust. 2018;209:354–5. https://doi.org/10.5694/mja18.00227.

Article  PubMed  Google Scholar 

Verdonck-de Leeuw IM, Jansen F, Brakenhoff RH, et al. Advancing interdisciplinary research in head and neck cancer through a multicenter longitudinal prospective cohort study: the NETherlands QUality of life and BIomedical Cohort (NET-QUBIC) data warehouse and biobank. BMC Cancer. 2019;19:765. https://doi.org/10.1186/s12885-019-5866-z.

Article  CAS  PubMed  PubMed Central  Google Scholar 

Smith T, Stein KD, Mehta CC, et al. The rationale, design, and implementation of the American Cancer Society’s studies of cancer survivors. Cancer. 2007;109:1–12. https://doi.org/10.1002/cncr.22387.

Article  PubMed  Google Scholar 

Koch L, Jansen L, Brenner H, Arndt V. Fear of recurrence and disease progression in long-term (≥ 5 years) cancer survivors--a systematic review of quantitative studies. Psycho Oncol. 2013;22:1–11. https://doi.org/10.1002/pon.3022.

Article  CAS  Google Scholar 

Mardani A, Farahani MA, Khachian A, Vaismoradi M. Fear of cancer recurrence and coping strategies among prostate cancer survivors: a qualitative study. Curr Oncol. 2023;30:6720–33. https://doi.org/10.3390/curroncol30070493.

Article  PubMed  PubMed Central  Google Scholar 

Comments (0)

No login
gif