Skip to main content
Log in

Executive functioning impairment in women treated with chemotherapy for breast cancer: a systematic review

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

Abstract

Purpose

Women with breast cancer have reported adverse cognitive effects following chemotherapy. Evidence is mixed on whether executive functioning is particularly impaired in women treated with chemotherapy, in part due to the wide range of tasks used to measure executive processes. We performed a systematic review of the published literature to evaluate whether some subcomponents of executive functioning are more vulnerable to impairment than others among breast cancer survivors who had been treated with chemotherapy.

Methods

Studies published as of April 2017 were identified using three electronic databases (MEDLINE, PsycINFO, and Web of Science) and a manual search of relevant reference lists. The methodological quality of included studies was assessed using a checklist of predefined criteria.

Results

Of 1280 identified articles, a total of 41 were included for review. Study findings were categorized into three primary subdomains of executive functioning: inhibition, shifting, and updating. Although there was heterogeneity in the neuropsychological measures used to assess executive functioning, tests could be grouped into the subcomponents they assessed. Inhibition appears relatively spared from the effects of chemotherapy, whereas impairments in shifting and updating are more commonly found following chemotherapy.

Conclusions

Examination of subcomponents of executive functioning is recommended to better characterize the nature of executive dysfunction in women treated with chemotherapy. Future studies should include executive functioning tasks of varying complexity, use of multiple tasks to increase reliability, and alternative indices to capture performance, such as within-person variability.

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

References

  1. Jansen CE, Cooper BA, Dodd MJ, Miaskowski CA (2011) A prospective longitudinal study of chemotherapy-induced cognitive changes in breast cancer patients. Support Care Cancer 19:1647–1656

    Article  PubMed  Google Scholar 

  2. Collins B, MacKenzie J, Stewart A et al (2009) Cognitive effects of chemotherapy in post-menopausal breast cancer patients 1 year after treatment. Psycho-Oncology 18:134–143

    Article  PubMed  Google Scholar 

  3. Reid-Arndt SA, Hsieh C, Perry MC (2010) Neuropsychological functioning and quality of life during the first year after completing chemotherapy for breast cancer. Psycho-Oncology 19:535–544

    Article  PubMed  PubMed Central  Google Scholar 

  4. Wefel JS, Saleeba AK, Buzdar AU, Meyers CA (2010) Acute and late onset cognitive dysfunction associated with chemotherapy in women with breast cancer. Cancer 116:3348–3356

    Article  PubMed  Google Scholar 

  5. Collins B, MacKenzie J, Tasca GA et al (2014) Persistent cognitive changes in breast cancer patients 1 year following completion of chemotherapy. J Int Neuropsychol Soc 20:370–379. doi:10.1017/S1355617713001215

    Article  PubMed  Google Scholar 

  6. Koppelmans V, Breteler MMB, 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

    Article  PubMed  Google Scholar 

  7. de Ruiter MB, Reneman L, Boogerd W et al (2012) Late effects of high-dose adjuvant chemotherapy on white and gray matter in breast cancer survivors: converging results from multimodal magnetic resonance imaging. Hum Brain Mapp 33:2971–2983. doi:10.1002/hbm.21422

    Article  PubMed  Google Scholar 

  8. Nguyen CM, Yamada TH, Beglinger LJ et al (2013) Cognitive features 10 or more years after successful breast cancer survival: comparisons across types of cancer interventions. Psycho-Oncology 22:862–868. doi:10.1002/pon.3086

    Article  PubMed  Google Scholar 

  9. Hermelink K, Untch M, Lux MP et al (2007) Cognitive function during neoadjuvant chemotherapy for breast cancer. Cancer 109:1905–1913

    Article  CAS  PubMed  Google Scholar 

  10. Chen X, Zhu C, Li J et al (2013) Dissociation of decision making under ambiguity and decision making under risk in breast cancer patients receiving adjuvant chemotherapy: a neuropsychological study. Brain Res 1533:63–72. doi:10.1016/j.brainres.2013.08.015

    Article  CAS  PubMed  Google Scholar 

  11. Jim HSL, Donovan KA, Small BJ et al (2009) Cognitive functioning in breast cancer survivors: a controlled comparison. Cancer 115:1776–1783. doi:10.1002/cncr.24192

    Article  PubMed  PubMed Central  Google Scholar 

  12. Ahles TA, Saykin AJ, McDonald BC et al (2010) Longitudinal assessment of cognitive changes associated with adjuvant treatment for breast cancer: impact of age and cognitive reserve. J Clin Oncol 28:4434–4440

    Article  PubMed  PubMed Central  Google Scholar 

  13. Castellon S, Ganz PA, Bower JE et al (2004) Neurocognitive performance in breast cancer survivors exposed to adjuvant chemotherapy and tamoxifen. J Clin Exp Neuropsychol 26:955–969

    Article  PubMed  Google Scholar 

  14. Jenkins V, Shilling V, Deutsch G et al (2006) A 3-year prospective study of the effects of adjuvant treatments on cognition in women with early stage breast cancer. Br J Cancer 94:828–834

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  15. Mehlsen M, Pedersen AD, Jensen AB, Zachariae R (2009) No indications of cognitive side-effects in a prospective study of breast cancer patients receiving adjuvant chemotherapy. Psycho-Oncology 18:248–257

    Article  PubMed  Google Scholar 

  16. Vearncombe KJ, Rolfe M, Wright M et al (2009) Predictors of cognitive decline after chemotherapy in breast cancer patients. J Int Neuropsychol Soc 15:951–962

    Article  PubMed  Google Scholar 

  17. Edelstein K, Bernstein LJ (2014) Cognitive dysfunction after chemotherapy for breast cancer. J Int Neuropsychol Soc 20:351–356. doi:10.1017/S1355617714000149

    Article  PubMed  Google Scholar 

  18. Collins B, MacKenzie J, Kyeremanteng C (2013) Study of the cognitive effects of chemotherapy: considerations in selection of a control group. J Clin Exp Neuropsychol 35:435–444. doi:10.1080/13803395.2013.781995

    Article  PubMed  Google Scholar 

  19. Ahles TA (2012) Brain vulnerability to chemotherapy toxicities. Psycho-Oncology 21:1141–1148. doi:10.1002/pon.3196

    Article  PubMed  PubMed Central  Google Scholar 

  20. Wefel JS, Vardy J, Ahles TA, 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. doi:10.1016/S1470-2045(10)70294-1

    Article  PubMed  Google Scholar 

  21. Duncan J, Owen AM (2000) Common regions of the human frontal lobe recruited by diverse cognitive demands. Trends Neurosci 23:475–483

    Article  CAS  PubMed  Google Scholar 

  22. Jurado MB, Rosselli M (2007) The elusive nature of executive functions: a review of our current understanding. Neuropsychol Rev 17:213–233. doi:10.1007/s11065-007-9040-z

    Article  PubMed  Google Scholar 

  23. Stuss DT (2011) Functions of the frontal lobes: relation to executive functions. J Int Neuropsychol Soc 17:759–765. doi:10.1017/S1355617711000695

    Article  PubMed  Google Scholar 

  24. Miyake A, Friedman NP (2012) The nature and organization of individual differences in executive functions: four general conclusions. Curr Dir Psychol Sci 21:8–14. doi:10.1177/0963721411429458

    Article  PubMed  PubMed Central  Google Scholar 

  25. Miyake A, Emerson MJ, Friedman NP (2000) Assessment of executive functions in clinical settings: problems and recommendations. Semin Speech Lang 21:169–183

    Article  CAS  PubMed  Google Scholar 

  26. Friedman NP, Miyake A, Young SE et al (2008) Individual differences in executive functions are almost entirely genetic in origin. J Exp Psychol 137:201–225

    Article  Google Scholar 

  27. Ono M, Ogilvie JM, Wilson JS et al (2015) A meta-analysis of cognitive impairment and decline associated with adjuvant chemotherapy in women with breast cancer. Front Oncol 5:1–19. doi:10.3389/fonc.2015.00059/abstract

    Article  Google Scholar 

  28. Falleti MG, Sanfilippo A, Maruff P et al (2005) The nature and severity of cognitive impairment associated with adjuvant chemotherapy in women with breast cancer: a meta-analysis of the current literature. Brain Cogn 59:60–70

    Article  PubMed  Google Scholar 

  29. Anderson-Hanley C, Sherman ML, Riggs R et al (2003) Neuropsychological effects of treatments for adults with cancer: a meta-analysis and review of the literature. J Int Neuropsychol Soc 9:967–982

    Article  PubMed  Google Scholar 

  30. Pullens MJJ, De Vries J, Roukema JA (2010) Subjective cognitive dysfunction in breast cancer patients: a systematic review. Psycho-Oncology 19:1127–1138

    Article  PubMed  Google Scholar 

  31. Bartko JJ (1966) The intraclass correlation coefficient as a measure of reliability. Psychol Rep 19:3–11. doi:10.2466/pr0.1966.19.1.3

    Article  CAS  PubMed  Google Scholar 

  32. Moher D, Liberati A, Tetzlaff J et al (2009) Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement. PLoS Med 6:e1000097. doi:10.1371/journal.pmed.1000097

    Article  PubMed  PubMed Central  Google Scholar 

  33. Miao H, Li J, Hu S et al (2016) Long-term cognitive impairment of breast cancer patients after chemotherapy: a functional MRI study. Eur J Radiol 85:1053–1057. doi:10.1016/j.ejrad.2016.03.011

    Article  PubMed  Google Scholar 

  34. Debess J, Riis JØ, Engebjerg MC, Ewertz M (2010) Cognitive function after adjuvant treatment for early breast cancer: a population-based longitudinal study. Breast Cancer Res Treat 121:91–100

    Article  CAS  PubMed  Google Scholar 

  35. Hurria A, Rosen C, Hudis C et al (2006) Cognitive function of older patients receiving adjuvant chemotherapy for breast cancer: a pilot prospective longitudinal study. J Am Geriatr Soc 54:925–931

    Article  PubMed  Google Scholar 

  36. Deprez S, Amant F, Yigit R et al (2011) Chemotherapy-induced structural changes in cerebral white matter and its correlation with impaired cognitive functioning in breast cancer patients. Hum Brain Mapp 32:480–493

    Article  PubMed  Google Scholar 

  37. Kam JWY, Boyd LA, Hsu CL et al (2016) Altered neural activation during prepotent response inhibition in breast cancer survivors treated with chemotherapy: an fMRI study. Brain Imaging Behav 10:840–848. doi:10.1007/s11682-015-9464-7

    Article  PubMed  Google Scholar 

  38. Yao C, Rich JB, Tirona K, Bernstein LJ (2017) Intraindividual variability in reaction time before and after neoadjuvant chemotherapy in women diagnosed with breast cancer. Psycho-Oncology. doi:10.1002/pon.4351

    Google Scholar 

  39. Schagen SB, van Dam FS, Muller MJ et al (1999) Cognitive deficits after postoperative adjuvant chemotherapy for breast carcinoma. Cancer 85:640–650

    Article  CAS  PubMed  Google Scholar 

  40. van Dam FSAM, Schagen SB, Muller MJ et al (1998) Impairment of cognitive function in women receiving adjuvant treatment for high-risk breast cancer: high-dose versus standard-dose chemotherapy. J Natl Cancer Inst 90:210–218

    Article  PubMed  Google Scholar 

  41. Ruzich M, Ryan B, Owen C et al (2007) Prospective evaluation of cognitive function in patients with early breast cancer receiving adjuvant chemotherapy. Asia-Pacific J Clin Oncol 3:125–133. doi:10.1111/j.1743-7563.2007.00109.x

    Article  Google Scholar 

  42. Menning S, de Ruiter MB, Veltman DJ et al (2017) Changes in brain activation in breast cancer patients depend on cognitive domain and treatment type. PLoS ONE 12:e0171724. doi:10.1371/journal.pone.0171724

    Article  PubMed  PubMed Central  Google Scholar 

  43. Mar Fan HG, Houédé-Tchen N, Yi Q-L et al (2005) Fatigue, menopausal symptoms, and cognitive function in women after adjuvant chemotherapy for breast cancer: 1- and 2-year follow-up of a prospective controlled study. J Clin Oncol 23:8025–8032. doi:10.1200/JCO.2005.01.6550

    Article  Google Scholar 

  44. Mihuta ME, Green HJ, Man DWK, Shum DHK (2016) Correspondence between subjective and objective cognitive functioning following chemotherapy for breast cancer. Brain Impair 17:222–232. doi:10.1017/BrImp.2016.16

    Article  Google Scholar 

  45. Scherwath A, Mehnert A, Schleimer B et al (2006) Neuropsychological function in high-risk breast cancer survivors after stem-cell supported high-dose therapy versus standard-dose chemotherapy: evaluation of long-term treatment effects. Ann Oncol 17:415–423. doi:10.1093/annonc/mdj108

    Article  CAS  PubMed  Google Scholar 

  46. Donovan KA, Small BJ, Andrykowski MA et al (2005) Cognitive functioning after adjuvant chemotherapy and/or radiotherapy for early-stage breast carcinoma. Cancer 104:2499–2507. doi:10.1002/cncr.21482

    Article  PubMed  PubMed Central  Google Scholar 

  47. Wieneke MH, Dienst ER (1995) Neuropsychological asssement of cognitive functioning following chemotherapy for breast cancer. Psycho-Oncology 4:61–66

    Article  Google Scholar 

  48. Bender CM, Sereika SM, Berga SL et al (2006) Cognitive impairment associated with adjuvant therapy in breast cancer. Psycho-Oncology 15:422–430

    Article  PubMed  Google Scholar 

  49. Biglia N, Bounous VE, Malabaila A et al (2012) Objective and self-reported cognitive dysfunction in breast cancer women treated with chemotherapy: a prospective study. Eur J Cancer Care 21:485–492. doi:10.1111/j.1365-2354.2011.01320.x

    Article  CAS  Google Scholar 

  50. Quesnel C, Savard J, Ivers H (2009) Cognitive impairments associated with breast cancer treatments: results from a longitudinal study. Breast Cancer Res Treat 116:113–123

    Article  PubMed  Google Scholar 

  51. Tager FA, McKinley PS, Schnabel FR et al (2010) The cognitive effects of chemotherapy in post-menopausal breast cancer patients: a controlled longitudinal study. Breast Cancer Res Treat 123:25–34

    Article  PubMed  Google Scholar 

  52. Wefel JS, Lenzi R, Theriault RL et al (2004) The cognitive sequelae of standard-dose adjuvant chemotherapy in women with breast carcinoma. Cancer 100:2292–2299

    Article  CAS  PubMed  Google Scholar 

  53. Kesler SR, Kent JS, O’Hara R (2011) Prefrontal cortex and executive function impairments in primary breast cancer. Arch Neurol 68:1447–1453

    Article  PubMed  PubMed Central  Google Scholar 

  54. Basso MR, Bornstein RA, Lang JM (1999) Practice effects on commonly used measures of executive function across twelve months. Clin Neuropsychol 13:283–292

    Article  CAS  PubMed  Google Scholar 

  55. Ferland MB, Ramsay J, Engeland C, O’Hara P (1998) Comparison of the performance of normal individuals and survivors of traumatic brain injury on repeat adminstrations of the wisconsin card sorting test. J Clin Exp Neuropsychol 20:473–482

    Article  CAS  PubMed  Google Scholar 

  56. Deprez S, Amant F, Smeets A et al (2012) Longitudinal assessment of chemotherapy-induced structural changes in cerebral white matter and its correlation with impaired cognitive functioning. J Clin Oncol 30:274–281

    Article  PubMed  Google Scholar 

  57. Jung MS, Cimprich B (2014) Cognitive deficits in Korean women treated with chemotherapy for breast cancer. Cancer Nurs 37:E31–E42. doi:10.1097/NCC.0b013e3182980383

    Article  PubMed  Google Scholar 

  58. McDonald BC, Conroy SK, Ahles TA et al (2012) Alterations in brain activation during working memory processing associated with breast cancer and treatment: a prospective functional magnetic resonance imaging study. J Clin Oncol 30:2500–2508

    Article  PubMed  PubMed Central  Google Scholar 

  59. Askren MK, Jung M, Berman MG et al (2014) Neuromarkers of fatigue and cognitive complaints following chemotherapy for breast cancer: a prospective fMRI investigation. Breast Cancer Res Treat 147:445–455. doi:10.1007/s10549-014-3092-6

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  60. Dumas JA, Makarewicz J, Schaubhut GJ et al (2013) Chemotherapy altered brain functional connectivity in women with breast cancer: a pilot study. Brain Imaging Behav 7:524–532. doi:10.1007/s11682-013-9244-1

    Article  PubMed  Google Scholar 

  61. Nigg JT (2000) On inhibition/disinhibition in developmental psychopathology: views from cognitive and personality psychology and a working inhibition taxonomy. Psychol Bull 126:220–246

    Article  CAS  PubMed  Google Scholar 

  62. Bernstein LJ, Catton PA, Tannock IF (2014) Intra-individual variability in women with breast cancer. J Int Neuropsychol Soc 20:380–390. doi:10.1017/S1355617714000125

    Article  PubMed  Google Scholar 

  63. Yao C, Rich JB, Tannock IF et al (2016) Pretreatment differences in intraindividual variability in reaction time between women diagnosed with breast cancer and healthy controls. J Int Neuropsychol Soc 22:530–539. doi:10.1017/S1355617716000126

    Article  PubMed  Google Scholar 

  64. Golden CJ (1978) Stroop color and word test. Stoelting, Chicago

    Google Scholar 

  65. Golden CJ, Freshwater SM (2002) Stroop color and word test: a manual for clinical and experimental uses. Stoelting, Wood Dale

    Google Scholar 

  66. Houx PJ, Jolles J, Vreeling FW (1993) Stroop interference: aging effects assessed with the stroop color-word test. Exp Aging Res 19:209–224

    Article  CAS  PubMed  Google Scholar 

  67. Stroop J (1935) Studies of interference in serial verbal reactions. J Exp Psychol 18:643–662

    Article  Google Scholar 

  68. Mitrushina MN, Boone KB, D’Elia LF (1999) Handbook of normative data for neuropsychological assessment. Oxford University Press, New York

    Google Scholar 

  69. Hammes J (1978) De Stroop kleur-woord test, 2nd edn. Swets & Zeitlinger, Lisse

    Google Scholar 

  70. Eriksen CW, Schultz DW (1979) Information processing in visual search: a continuous flow conception and experimental results. Percept Psychophysiol 25:249–263

    Article  CAS  Google Scholar 

  71. Shallice T (1982) Specific impairments of planning. Philos Trans R Soc Lond B 298:199–209

    Article  CAS  Google Scholar 

  72. van den Heuvel OA, Groenewegen HJ, Barkhof F et al (2003) Frontostriatal system in planning complexity: a parametric functional magnetic resonance version of Tower of London task. NeuroImage 18:367–374

    Article  PubMed  Google Scholar 

  73. Reitan RM (1958) Validity of the trail making test as an indicator of organic brain damage. Percept Mot Skills 8:271–276

    Article  Google Scholar 

  74. Vink M, Jolles J (1985) A new version of the trail making test as an information processing task. J Clin Neuropsychol 7:162

    Google Scholar 

  75. Heaton RK (2004) Wisconsin card sorting test computer version, Research edn. Psychological Assessment Resources, Odessa

    Google Scholar 

  76. Heaton RK, Chelune GJ, Talley JL et al (1993) Wisconsin card sorting test manual. Psychological Assessment Resources, Odessa

    Google Scholar 

  77. Delis DC, Kaplan E, Kramer J (2001) Delis Kaplan executive function system. The Psychological Corporation, San Antonio

    Google Scholar 

  78. DeFilippis NA, McCampbell E, Rogers P (1979) Development of a booklet form of the category test: normative and validity data. J Clin Neuropsychol 1:339–342

    Article  Google Scholar 

  79. Sahakian BJ, Owen AM (1992) Computerized assessment in neuropsychiatry using CANTAB: discussion paper. J R Soc Med 85:399–402

    CAS  PubMed  PubMed Central  Google Scholar 

  80. Aschenbrenner S, Tucha O, Lange KW (2000) Regensburger wortflussigkeits-test. Hogrefe, Gottingen

    Google Scholar 

  81. Wechsler D (1997) Wechsler adult intelligence scale, 3rd edn. The Psychological Corporation, San Antonio

    Google Scholar 

  82. Wechsler D (1981) Wechsler adult intelligence scale, revised. The Psychological Corporation, San Antonio

    Google Scholar 

  83. Wechsler D (1955) Manual for the wechsler adult intelligence scale. The Psychological Corporation, New York

    Google Scholar 

  84. Rao SM, Leo GJ, Bernardin L, Unverzagt FW (1991) Cognitive dysfunction in multiple sclerosis. I. Frequency, patterns, and prediction. Neurology 41:685–691

    Article  CAS  PubMed  Google Scholar 

  85. Gronwell DM (1977) Paced auditory serial addition task: a measure of recovery from concussion. Percept Mot Skills 44:367–373

    Article  Google Scholar 

  86. Fischer JS, Jak AJ, Kniker JE et al (2001) Multiple sclerosis functional composite (MSFC): adminstration and scoring manual. National Multiple Sclerosis Society, New Yrok

    Google Scholar 

  87. McAllister TW, Saykin AJ, Flashman LA et al (1999) Brain activation during working memory 1 month after mild traumatic brain injury: a functional MRI study. Neurology 53:1300–1308

    Article  CAS  PubMed  Google Scholar 

  88. Bechara A, Damasio AR, Damasio H, Anderson SW (1994) Insensitivity to future consequences following damage to human prefrontal cortex. Cognition 50:7–15

    Article  CAS  PubMed  Google Scholar 

  89. Brand M, Greco R, Schuster A et al (2002) The Game of Dice–a new test for the assessment of risktaking behavior. Neurorehabilitation Neural Repair 16:142–143

    Google Scholar 

Download references

Acknowledgements

We thank Lior Krimus for his assistance with assessing the methodological quality of the studies. Support for this study was provided by the Canadian Breast Cancer Foundation and the Canadian Institutes of Health Research (CIHR) in partnership with Pfizer Canada. This work was undertaken as part of a dissertation project by CY, who was supported by a doctoral scholarship from the Canadian Institutes of Health Research.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Christie Yao.

Ethics declarations

Conflict of interest

No financial conflict of interest to report.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Yao, C., Bernstein, L.J. & Rich, J.B. Executive functioning impairment in women treated with chemotherapy for breast cancer: a systematic review. Breast Cancer Res Treat 166, 15–28 (2017). https://doi.org/10.1007/s10549-017-4376-4

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10549-017-4376-4

Keywords

Navigation