Skip to main content

Advertisement

Log in

Biological and psychological predictors of cognitive function in breast cancer patients before surgery

  • Research
  • Published:
Supportive Care in Cancer Aims and scope Submit manuscript

Abstract

Purpose

Research suggests that cancer-related cognitive impairment (CRCI) can occur before breast cancer (BC) treatment. The limited extant evidence suggests the underlying mechanisms could be stress-related. Potential psychological and biological predictors of CRCI prior to any BC treatment were examined.

Methods

112 treatment-naïve women with BC and 67 healthy controls (HC) completed a neuropsychological test battery to assess cognitive impairment and a self-report battery to assess cognitive complaints, cancer-related stress, depressive and anxiety symptoms. Morning and evening cortisol and α-amylase were collected from saliva. Multilinear regressions were conducted.

Results

Treatment-naïve BC patients were more frequently impaired in verbal memory and processing speed and reported more cognitive complaints (all p < .001) than HC. BC patients and HC did not differ in overall cognitive impairment (p = .21). Steeper α-amylase, lower cancer-related stress and younger age was associated with better overall cognitive function in treatment-naïve BC patients. Higher depressive symptoms predicted higher levels of cognitive complaints in BC patients.

Conclusion

Overall, these findings suggest that stress plays a role in CRCI. This study is the first to associate α-amylase with cognitive function in cancer patients, informing future research. The findings on impairment in processing speed and verbal memory among treatment-naïve BC highlight the need to screen for such impairments among BC patients and indicate that future studies on CRCI should include baseline assessments prior to BC treatment. If replicated, these findings could inform the development and testing of appropriate interventions to decrease CRCI among cancer patients.

Clinical trials registration number

NCT04418856, date of registration: 06.05.2020.

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.

Similar content being viewed by others

Data availability

In accordance with the Icelandic data protection laws and the terms of approval for the current study that the National Bioethics Committee of Iceland accepted, these data cannot be made publicly available. Interested researchers who provide a methodologically sound proposal can access deidentified data. Notably, the execution of such a proposal requires approval by the National Bioethics Committee of Iceland. Proposals should be directed to heiddisb@ru.is.

References

  1. Bower JE (2008) Behavioral symptoms in breast cancer patients and survivors: Fatigue, insomnia, depression, and cognitive disturbance. J Clin Oncol Off J Am Soc Clin Oncol 26:768–777. https://doi.org/10.1200/JCO.2007.14.3248

    Article  Google Scholar 

  2. Lange M, Joly F, Vardy J et al (2019) Cancer-related cognitive impairment: an update on state of the art, detection, and management strategies in cancer survivors. Ann Oncol 30:1925–1940. https://doi.org/10.1093/annonc/mdz410

    Article  CAS  PubMed  Google Scholar 

  3. Janelsins MC, Kesler SR, Ahles TA, Morrow GR (2014) Prevalence, mechanisms, and management of cancer-related cognitive impairment. Int Rev Psychiatry Abingdon Engl 26:102. https://doi.org/10.3109/09540261.2013.864260

    Article  Google Scholar 

  4. Koppelmans V, Breteler M, Boogerd W et al (2012) Neuropsychological performance in survivors of breast cancer more than 20 years after adjuvant chemotherapy. J Clin Oncol 30:1080–1086. https://doi.org/10.1200/JCO.2011.37.0189

    Article  PubMed  Google Scholar 

  5. Winocur G, Johnston I, Castel H (2018) Chemotherapy and cognition: International cognition and cancer task force recommendations for harmonising preclinical research. Cancer Treat Rev 69:72–83. https://doi.org/10.1016/j.ctrv.2018.05.017

    Article  PubMed  Google Scholar 

  6. Lange M, Hardy-Léger I, Licaj I, Pistilli B, Rigal O, Le Fel J, ... Joly F (2020) Cognitive impairment in patients with breast cancer before surgery: results from a CANTO cohort subgroup. Cancer Epidemiol Biomark Prev 29(9):1759–1766

  7. Kesler SR, Adams M, Packer M et al (2017) Disrupted brain network functional dynamics and hyper-correlation of structural and functional connectome topology in patients with breast cancer prior to treatment. Brain Behav 7:e00643. https://doi.org/10.1002/brb3.643

    Article  PubMed  PubMed Central  Google Scholar 

  8. Yang Y, Hendrix CC (2018) Cancer-Related Cognitive Impairment in Breast Cancer Patients: Influences of Psychological Variables. Asia-Pac J Oncol Nurs 5:296–306. https://doi.org/10.4103/apjon.apjon_16_18

    Article  PubMed  PubMed Central  Google Scholar 

  9. Andreotti C, Root JC, Ahles TA et al (2015) Cancer, Coping, and Cognition: A Model for the Role of Stress Reactivity in Cancer-Related Cognitive Decline. Psychooncology 24:617–623. https://doi.org/10.1002/pon.3683

    Article  PubMed  Google Scholar 

  10. Hermelink K, Voigt V, Kaste J, Neufeld F, Wuerstlein R, Bühner M, ...  Harbeck N (2015) Elucidating pretreatment cognitive impairment in breast cancer patients: the impact of cancer-related post-traumatic stress. J Natl Cancer Inst 107(7):djv099

  11. Chrousos GP, Gold PW (1992) The concepts of stress and stress system disorders. Overview of physical and behavioral homeostasis. JAMA 267:1244–1252

    Article  CAS  PubMed  Google Scholar 

  12. Stratakis CA, Chrousos GP (1995) Neuroendocrinology and pathophysiology of the stress system. Ann N Y Acad Sci 771:1–18. https://doi.org/10.1111/j.1749-6632.1995.tb44666.x

    Article  CAS  PubMed  Google Scholar 

  13. Dedert E, Lush E, Chagpar A et al (2012) Stress, Coping, and Circadian Disruption Among Women Awaiting Breast Cancer Surgery. Ann Behav Med 44:10–20. https://doi.org/10.1007/s12160-012-9352-y

    Article  PubMed  Google Scholar 

  14. Lupien SJ, McEwen BS, Gunnar MR, Heim C (2009) Effects of stress throughout the lifespan on the brain, behaviour and cognition. Nat Rev Neurosci 10:434–445. https://doi.org/10.1038/nrn2639

    Article  CAS  PubMed  Google Scholar 

  15. Kamen C, Scheiber C, Janelsins M et al (2017) Effects of childhood trauma exposure and cortisol levels on cognitive functioning among breast cancer survivors. Child Abuse Negl 72:163–171. https://doi.org/10.1016/j.chiabu.2017.07.005

    Article  PubMed  PubMed Central  Google Scholar 

  16. Amidi A, Wu LM, Agerbæk M et al (2015) Cognitive impairment and potential biological and psychological correlates of neuropsychological performance in recently orchiectomized testicular cancer patients. Psychooncology 24:1174–1180. https://doi.org/10.1002/pon.3804

    Article  PubMed  Google Scholar 

  17. Lee BK, Glass TA, McAtee MJ et al (2007) Associations of Salivary Cortisol With Cognitive Function in the Baltimore Memory Study. Arch Gen Psychiatry 64:810–818. https://doi.org/10.1001/archpsyc.64.7.810

    Article  CAS  PubMed  Google Scholar 

  18. Sultan A, Pati AK, Chaudhary V, Parganiha A (2018) Circadian rhythm characteristics of salivary alpha-amylase – a potential stress marker, in breast cancer in- and out-patients: a follow-up study. Biol Rhythm Res 49:680–696. https://doi.org/10.1080/09291016.2017.1410016

    Article  CAS  Google Scholar 

  19. Nater UM, Rohleder N (2009) Salivary alpha-amylase as a non-invasive biomarker for the sympathetic nervous system: Current state of research. Psychoneuroendocrinology 34:486–496. https://doi.org/10.1016/j.psyneuen.2009.01.014

    Article  CAS  PubMed  Google Scholar 

  20. Wan C, Couture-Lalande M-È, Narain TA et al (2016) Salivary Alpha-Amylase Reactivity in Breast Cancer Survivors. Int J Environ Res Public Health 13:353. https://doi.org/10.3390/ijerph13040353

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  21. Becker L, Rohleder N (2020) Associations between Attention and Implicit Associative Learning in Healthy Adults: The Role of Cortisol and Salivary Alpha-Amylase Responses to an Acute Stressor. Brain Sci 10:544. https://doi.org/10.3390/brainsci10080544

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  22. Yamane N, Ikeda A, Tomooka K et al (2022) Salivary Alpha-Amylase Activity and Mild Cognitive Impairment among Japanese Older Adults: The Toon Health Study. J Prev Alzheimers Dis 9:752–757. https://doi.org/10.14283/jpad.2022.51

    Article  CAS  PubMed  Google Scholar 

  23. Wefel JS, Vardy J, Ahles T, Schagen SB (2011) International Cognition and Cancer Task Force recommendations to harmonise studies of cognitive function in patients with cancer. Lancet Oncol 12:703–708. https://doi.org/10.1016/S1470-2045(10)70294-1

    Article  PubMed  Google Scholar 

  24. Dinges DF, Powell JW (1985) Microcomputer analyses of performance on a portable, simple visual RT task during sustained operations. Behav Res Methods Instrum Comput 17:652–655. https://doi.org/10.3758/BF03200977

    Article  Google Scholar 

  25. Reitan RM (1958) Validity of the Trail Making Test as an indicator of organic brain damage. Percept Mot Skills 8:271–276. https://doi.org/10.2466/PMS.8.7.271-276

    Article  Google Scholar 

  26. Woods DL, Wyma JM, Herron TJ, Yund EW (2015) The Effects of Aging, Malingering, and Traumatic Brain Injury on Computerized Trail-Making Test Performance. PLoS ONE 10:e0124345. https://doi.org/10.1371/journal.pone.0124345

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  27. Wechsler D (2008) Wechsler adult intelligence scale–Fourth Edition (WAIS–IV). San Antonio TX NCS Pearson 22:498

    Google Scholar 

  28. Rey A (1964) L’examen clinique en psychologie. Presses universitaires de France, Paris

    Google Scholar 

  29. Benton AL, Hamsher K, Sivan AB (1994) Multilingual aphasia, examination3rd edn. AJA Assoc Iowa City, IA

    Google Scholar 

  30. Lai J-S, Wagner LI, Jacobsen PB, Cella D (2014) Self-reported cognitive concerns and abilities: two sides of one coin? Psychooncology 23:1133–1141. https://doi.org/10.1002/pon.3522

    Article  PubMed  PubMed Central  Google Scholar 

  31. 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 

  32. Spitzer RL, Kroenke K, Williams JBW, Löwe 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 

  33. Weiss DS, Marmar CR (1997) The Impact of Event Scale—Revised. Assessing psychological trauma and PTSD. The Guilford Press, New York, NY, US, pp 399–411

    Google Scholar 

  34. Rohleder N, Wolf JM, Maldonado EF, Kirschbaum C (2006) The psychosocial stress-induced increase in salivary alpha-amylase is independent of saliva flow rate. Psychophysiology 43:645–652. https://doi.org/10.1111/j.1469-8986.2006.00457.x

    Article  PubMed  Google Scholar 

  35. Harris PA, Taylor R, Thielke R et al (2009) Research electronic data capture (REDCap)—A metadata-driven methodology and workflow process for providing translational research informatics support. J Biomed Inform 42:377–381. https://doi.org/10.1016/j.jbi.2008.08.010

    Article  PubMed  Google Scholar 

  36. Patel SK, Wong AL, Wong FL, Breen EC, Hurria A, Smith M, ... Bhatia S (2015) Inflammatory biomarkers, comorbidity, and neurocognition in women with newly diagnosed breast cancer. J Natl Cancer Inst 107(8):djv131

  37. Schilder CMT, Seynaeve C, Linn SC et al (2010) Cognitive functioning of postmenopausal breast cancer patients before adjuvant systemic therapy, and its association with medical and psychological factors. Crit Rev Oncol Hematol 76:133–141. https://doi.org/10.1016/j.critrevonc.2009.11.001

    Article  CAS  PubMed  Google Scholar 

  38. Apple AC, Schroeder MP, Ryals AJ et al (2018) Hippocampal functional connectivity is related to self-reported cognitive concerns in breast cancer patients undergoing adjuvant therapy. NeuroImage Clin 20:110–118. https://doi.org/10.1016/j.nicl.2018.07.010

    Article  PubMed  PubMed Central  Google Scholar 

  39. Wu LM, Kuprian N, Herbert K et al (2019) A mixed methods analysis of perceived cognitive impairment in hematopoietic stem cell transplant survivors. Palliat Support Care 17:396–402. https://doi.org/10.1017/S1478951518000664

    Article  PubMed  PubMed Central  Google Scholar 

Download references

Acknowledgements

The authors acknowledge our collaborators at the University Hospital of Iceland, who introduced the study to participants before their breast cancer surgery, making this study possible. Furthermore, we would like to thank Rannveig Sigurvinsdóttir, Bryndís Björk Ásgeirsdóttir and Þóra Sigfríður Einarsdóttir who provided us with the contact details of the willing participants from their study, many of whom eventually became our healthy control group. Lastly, we would like to thank all our participants.

Funding

This work was funded by the Icelandic Research Fund [grant number 184999–051], Research Fund of the Icelandic Cancer Society and the Reykjavik University Research Fund.

Author information

Authors and Affiliations

Authors

Contributions

S.G.A., H.B.V., K.R.J., H.F.D., T.H., L.M.W., A.A., and B.B. designed the study. S.G.A., G.A., H.R.S.T, K.S. and H.F.D. conducted the study. H.B.V., B.B., L.M.W., A.A., T.H., S.L., H.R.S.T and R.T. guided S.G.A. with the data analaysis. S.G.A. analyzed the data, drafted the manuscript, incorporated comments and finalized the manuscript. H.B.V., B.B., L.M.W., A.A., T.H., S.L., and K.R.J. discussed the results and commented on the manuscript. All authors read and approved the final manuscript.

Corresponding author

Correspondence to Birna Baldursdottir.

Ethics declarations

Competing interests

The authors declare no competing interests.

Conflicts of interest

The authors declare no potential conflicts of interest.

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 (e.g. a society or other partner) 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

Aspelund, S.G., Halldorsdottir, T., Agustsson, G. et al. Biological and psychological predictors of cognitive function in breast cancer patients before surgery. Support Care Cancer 32, 88 (2024). https://doi.org/10.1007/s00520-023-08282-5

Download citation

  • Received:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1007/s00520-023-08282-5

Keywords

Navigation