Skip to main content

Advertisement

Log in

Early postoperative psychological distress as a mediator of subsequent persistent postsurgical pain outcomes among younger breast cancer patients

  • Epidemiology
  • Published:
Breast Cancer Research and Treatment Aims and scope Submit manuscript

Abstract

Purpose

Younger age is a risk factor for worse pain outcomes following breast cancer surgery, yet little is known about how younger women’s psychological state may contribute to their pain experience. Using prospectively collected longitudinal data from a surgical cohort, we examined whether early postoperative psychological distress at 2 weeks mediated the association between younger age and subsequent worse pain-related functioning 3 months after surgery.

Methods

Patients (N = 159) were recruited before breast cancer surgery into this longitudinal cohort study. Age at time of surgery, psychological distress (anxiety, depression, and sleep disturbance) assessed 2 weeks postoperatively, and impact of surgical pain on cognitive/emotional functioning and physical functioning assessed 3 months postoperatively were used for analysis.

Results

Younger age was associated with greater depression, anxiety, and sleep disturbance 2 weeks postoperatively. Younger age was also associated with greater ratings of pain impacting cognitive/emotional functioning and physical functioning 3 months postoperatively. The association between younger age and worse cognitive/emotional impact of pain was mediated by greater anxiety and sleep disturbance. Similarly, the association between younger age and worse physical impact of pain was mediated by greater sleep disturbance.

Conclusion

The degree of anxiety and sleep disturbance that occur early after breast surgery may contribute to greater chronic pain-related functional disability among younger patients. Anxiety and sleep disturbance are modifiable with behavioral interventions, making them potential perioperative targets to improve long-term outcomes in young breast cancer survivors.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1

Similar content being viewed by others

Data availability

The dataset analyzed during the current study are not publicly available, but are available from the corresponding author on reasonable request.

References

  1. WHO (2021) Breast cancer now most common form of cancer: WHO taking action. WHO, Geneva

    Google Scholar 

  2. CDC (2021) Basic information about breast cancer. https://www.cdc.gov/cancer/breast/basic_info/index.htm

  3. He W, Goodkind D, Kowal PR (2016) An aging world: 2015. United States Census Bureau, Washington, DC

    Google Scholar 

  4. Bluethmann SM, Mariotto AB, Rowland JH (2016) Anticipating the “silver tsunami”: prevalence trajectories and comorbidity burden among older cancer survivors in the United States. AACR, Philadelphia, pp 1029–36

    Google Scholar 

  5. Ellington TD, Miller JW, Henley SJ, Wilson RJ, Wu M, Richardson LC (2022) Trends in breast cancer incidence, by race, ethnicity, and age among women aged≥ 20 years—United States, 1999–2018. Morb Mortal Wkly Rep 71(2):43

    Article  Google Scholar 

  6. Avis NE, Levine B, Naughton MJ, Case DL, Naftalis E, Van Zee KJ (2012) Explaining age-related differences in depression following breast cancer diagnosis and treatment. Breast Cancer Res Treat 136(2):581–591

    Article  CAS  PubMed  Google Scholar 

  7. Carreira H, Williams R, Müller M, Harewood R, Stanway S, Bhaskaran K (2018) Associations between breast cancer survivorship and adverse mental health outcomes: a systematic review. JNCI 110(12):1311–1327

    Article  PubMed  PubMed Central  Google Scholar 

  8. Howard-Anderson J, Ganz PA, Bower JE, Stanton AL (2012) Quality of life, fertility concerns, and behavioral health outcomes in younger breast cancer survivors: a systematic review. J Natl Cancer Inst 104(5):386–405

    Article  PubMed  Google Scholar 

  9. Champion VL, Wagner LI, Monahan PO, Daggy J, Smith L, Cohee A, Ziner KW, Haase JE, Miller KD, Pradhan K (2014) Comparison of younger and older breast cancer survivors and age-matched controls on specific and overall quality of life domains. Cancer 120(15):2237–2246

    Article  PubMed  Google Scholar 

  10. Suppli NP, Johansen C, Christensen J, Kessing LV, Kroman N, Dalton SO (2014) Increased risk for depression after breast cancer: a nationwide population-based cohort study of associated factors in Denmark, 1998–2011. J Clin Oncol 32(34):3831–3839

    Article  PubMed  Google Scholar 

  11. Avis NE, Crawford S, Manuel J (2005) Quality of life among younger women with breast cancer. J Clin Oncol 23(15):3322–3330

    Article  PubMed  Google Scholar 

  12. Schreiber KL, Zinboonyahgoon N, Flowers KM, Hruschak V, Fields KG, Patton ME, Schwartz E, Azizoddin D, Soens M, King T (2021) Prediction of persistent pain severity and impact 12 months after breast surgery using comprehensive preoperative assessment of biopsychosocial pain modulators. Ann Surg Oncol. https://doi.org/10.1245/s10434-020-09479-2

    Article  PubMed  PubMed Central  Google Scholar 

  13. Caffo O, Amichetti M, Ferro A, Lucenti A, Valduga F, Galligioni E (2003) Pain and quality of life after surgery for breast cancer. Breast Cancer Res Treat 80(1):39–48

    Article  PubMed  Google Scholar 

  14. Kuijer A, Dominici LS, Rosenberg SM, Hu J, Gelber S, Di Lascio S, Wong JS, Ruddy KJ, Tamimi RM, Schapira L (2021) Arm morbidity after local therapy for young breast cancer patients. Ann Surg Oncol 28(11):6071–6082

    Article  PubMed  Google Scholar 

  15. Schreiber KL, Zinboonyahgoon N, Xu X, Spivey T, King T, Dominici L, Partridge A, Golshan M, Strichartz G, Edwards RR (2019) Preoperative psychosocial and psychophysical phenotypes as predictors of acute pain outcomes after breast surgery. J Pain 20(5):540–556

    Article  PubMed  Google Scholar 

  16. Fabro EAN, Bergmann A, do Amaral e Silva B, Ribeiro ACP, de Souza Abrahão K, da Costa Leite Ferreira MG, de Almeida Dias R, Thuler LCS (2012) Post-mastectomy pain syndrome: incidence and risks. Breast 21(3):321–25

    Article  Google Scholar 

  17. Gärtner R, Jensen M-B, Nielsen J, Ewertz M, Kroman N, Kehlet H (2009) Prevalence of and factors associated with persistent pain following breast cancer surgery. JAMA 302(18):1985–1992

    Article  PubMed  Google Scholar 

  18. Schreiber KL, Muehlschlegel JD (2021) Personalization over protocolization embracing diversity of pain trajectories after surgery. Anesthesiology 134(3):363–365

    Article  PubMed  Google Scholar 

  19. Ganz PA, Greendale GA, Petersen L, Kahn B, Bower JE (2003) Breast cancer in younger women: reproductive and late health effects of treatment. J Clin Oncol 21(22):4184–4193

    Article  PubMed  Google Scholar 

  20. Gatchel RJ, Peng YB, Peters ML, Fuchs PN, Turk DC (2007) The biopsychosocial approach to chronic pain: scientific advances and future directions. Psychol Bull 133(4):581

    Article  PubMed  Google Scholar 

  21. Belfer I, Schreiber KL, Shaffer JR, Shnol H, Blaney K, Morando A, Englert D, Greco C, Brufsky A, Ahrendt G (2013) Persistent postmastectomy pain in breast cancer survivors: analysis of clinical, demographic, and psychosocial factors. J Pain 14(10):1185–1195

    Article  PubMed  Google Scholar 

  22. Kehlet H, Jensen TS, Woolf CJ (2006) Persistent postsurgical pain: risk factors and prevention. Lancet 367(9522):1618–1625

    Article  PubMed  Google Scholar 

  23. Miaskowski C, Cooper B, Paul SM, West C, Langford D, Levine JD, Abrams G, Hamolsky D, Dunn L, Dodd M (2012) Identification of patient subgroups and risk factors for persistent breast pain following breast cancer surgery. J Pain 13(12):1172–1187

    Article  PubMed  PubMed Central  Google Scholar 

  24. Kornblith AB, Ligibel J (2003) Psychosocial and sexual functioning of survivors of breast cancer. Semin Oncol 30(6):799–813

    Article  PubMed  Google Scholar 

  25. Levy SM, Haynes LT, Herberman RB, Lee J, McFeeley S, Kirkwood J (1992) Mastectomy versus breast conservation surgery: mental health effects at long-term follow-up. Health Psychol 11(6):349

    Article  CAS  PubMed  Google Scholar 

  26. Mosher CE, Danoff-Burg S (2005) A review of age differences in psychological adjustment to breast cancer. J Psychosoc Oncol 23(2–3):101–114

    Article  PubMed  Google Scholar 

  27. Stanton AL, Snider PR (1993) Coping with a breast cancer diagnosis: a prospective study. Health Psychol 12(1):16

    Article  CAS  PubMed  Google Scholar 

  28. Partridge AH (2013) Cancer survivorship and the young breast cancer patient: addressing the important issues. Oncologist 18(8):e19–e20

    Article  PubMed  PubMed Central  Google Scholar 

  29. Spivey TL, Gutowski ED, Zinboonyahgoon N, King TA, Dominici L, Edwards RR, Golshan M, Schreiber KL (2018) Chronic pain after breast surgery: a prospective, observational study. Ann Surg Oncol 25(10):2917–2924

    Article  PubMed  PubMed Central  Google Scholar 

  30. Cella D, Yount S, Rothrock N, Gershon R, Cook K, Reeve B, Ader D, Fries JF, Bruce B, Rose M (2007) The Patient-Reported Outcomes Measurement Information System (PROMIS): progress of an NIH Roadmap cooperative group during its first two years. Med Care 45(5 Suppl 1):S3

    Article  PubMed  PubMed Central  Google Scholar 

  31. Schug SA, Lavand’homme P, Barke A, Korwisi B, Rief W, Treede R-D (2019) The IASP classification of chronic pain for ICD-11: chronic postsurgical or posttraumatic pain. Pain 160(1):45–52

    Article  PubMed  Google Scholar 

  32. Hayes AF (2017) Introduction to mediation, moderation, and conditional process analysis: a regression-based approach. Guilford Publications, New York

    Google Scholar 

  33. Mandelblatt JS, Hadley J, Kerner JF, Schulman KA, Gold K, Dunmore-Griffith J, Edge S, Guadagnoli E, Lynch JJ, Meropol NJ (2000) Patterns of breast carcinoma treatment in older women: patient preference and clinical and physician influences. Cancer 89(3):561–573

    Article  CAS  PubMed  Google Scholar 

  34. August DA, Rea T, Sondak VK (1994) Age-related differences in breast cancer treatment. Ann Surg Oncol 1(1):45–52

    Article  CAS  PubMed  Google Scholar 

  35. Rosenberg SM, Newman LA, Partridge AH (2015) Breast cancer in young women: rare disease or public health problem? JAMA Oncol 1(7):877–878

    Article  PubMed  Google Scholar 

  36. Mehta CM, Arnett JJ, Palmer CG, Nelson LJ (2020) Established adulthood: a new conception of ages 30 to 45. Am Psychol 75(4):431

    Article  PubMed  Google Scholar 

  37. Carlson LE, Zelinski E, Toivonen K, Flynn M, Qureshi M, Piedalue K-A, Grant R (2017) Mind-body therapies in cancer: what is the latest evidence? Curr Oncol Rep 19(10):1–11

    Article  CAS  Google Scholar 

  38. Rusch HL, Rosario M, Levison LM, Olivera A, Livingston WS, Wu T, Gill JM (2019) The effect of mindfulness meditation on sleep quality: a systematic review and meta-analysis of randomized controlled trials. Ann N Y Acad Sci 1445(1):5–16

    Article  PubMed  Google Scholar 

  39. Van Straten A, van der Zweerde T, Kleiboer A, Cuijpers P, Morin CM, Lancee J (2018) Cognitive and behavioral therapies in the treatment of insomnia: a meta-analysis. Sleep Med Rev 38:3–16

    Article  PubMed  Google Scholar 

  40. Ng QX, Venkatanarayanan N, Kumar L (2017) A systematic review and meta-analysis of the efficacy of cognitive behavioral therapy for the management of pediatric migraine. Headache 57(3):349–362

    Article  PubMed  Google Scholar 

  41. Coughtrey A, Millington A, Bennett S, Christie D, Hough R, Su MT, Constantinou MP, Shafran R (2018) The effectiveness of psychosocial interventions for psychological outcomes in pediatric oncology: a systematic review. J Pain Symp Manag 55(3):1004–1017

    Article  Google Scholar 

  42. Wetherell JL, Petkus AJ, Alonso-Fernandez M, Bower ES, Steiner AR, Afari N (2016) Age moderates response to acceptance and commitment therapy vs. cognitive behavioral therapy for chronic pain. Int J Geriatr Psychiatry 31(3):302–08

    Article  PubMed  Google Scholar 

Download references

Funding

This work was supported by the National Institutes of Health (Grant Nos. NIH K23 GM110540, R35GM128691).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Jenna M. Wilson.

Ethics declarations

Conflict of interest

The authors have no relevant financial or non-financial interests to disclose.

Ethical approval

This study was performed in line with the principles of the Declaration of Helsinki. Approval was granted by the Institutional Review Board at Brigham and Women’s Hospital in Boston, MA.

Informed consent

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

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Springer Nature or its licensor holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Wilson, J.M., Colebaugh, C.A., Flowers, K.M. et al. Early postoperative psychological distress as a mediator of subsequent persistent postsurgical pain outcomes among younger breast cancer patients. Breast Cancer Res Treat 196, 363–370 (2022). https://doi.org/10.1007/s10549-022-06720-2

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10549-022-06720-2

Keywords

Navigation