Abstract
Purpose
This meta-analysis sought to determine whether exercise, psychological, or alternative forms of interventions differentially improve cognitive, physical, and general dimensions of cancer-related fatigue (CRF) in women with a history of breast cancer.
Methods
Databases (PubMed, PsychINFO, EMBASE, and Cochrane Library) were systematically reviewed from inception through March 2019, with data extracted from randomized controlled trials of fatigue interventions using multidimensional CRF outcome measures. Two authors independently assessed methodological quality using the Cochrane Collaboration’s risk of bias tool. Analyses were performed with Comprehensive Meta-Analysis (v.3).
Results
A total of 471 studies were assessed, of which 11 studies with 12 sets of data involving 1067 patients were included. Across intervention types, small to moderate improvements were observed for cognitive (g = − 0.38), physical (g = − 0.46), and general (g = − 0.45) CRF (p values < 0.01). Exercise produced moderate benefit for cognitive (g = − 0.44), physical (g = − 0.48), and general (g = − 0.49) CRF (p values < 0.01) whereas psychotherapy and disparate forms of alterative interventions were not effective (p values > 0.45). However, a large effect size was observed for a single trial of acupressure across all three CRF dimensions (p < 0.05).
Conclusions
Exercise improved both cognitive and physical aspects of CRF. Further studies should determine the most effective forms, duration, intensity, and methods of supporting exercise in breast cancer patients. Further investigation of acupressure as an intervention for CRF should also be considered.
Similar content being viewed by others
Data availability
The authors maintain full control of all primary data and agree to allow the journal to review the data upon request.
References
National Comprehensive Cancer N: Cancer-related fatigue (2003) Clinical practice guidelines in oncology. Journal of the National Comprehensive Cancer Network: JNCCN 1(3):308–331
Morrow GR, Shelke AR, Roscoe JA, Hickok JT, Mustian K (2005) Management of cancer-related fatigue. Cancer Investig 23(3):229–239
Schmidt ME, Chang-Claude J, Vrieling A, Heinz J, Flesch-Janys D, Steindorf K (2012) Fatigue and quality of life in breast cancer survivors: temporal courses and long-term pattern. J Cancer Surviv 6(1):11–19
Hofman M, Ryan JL, Figueroa-Moseley CD, Jean-Pierre P, Morrow GR (2007) Cancer-related fatigue: the scale of the problem. Oncologist 12(Suppl 1):4–10
Bardwell WA, Ancoli-Israel S (2008) Breast cancer and fatigue. Sleep Med Clin 3(1):61–71
Minton O, Stone P (2008) How common is fatigue in disease-free breast cancer survivors? A systematic review of the literature. Breast Cancer Res Treat 112(1):5–13
Bower JE, Ganz PA, Desmond KA, Bernaards C, Rowland JH, Meyerowitz BE, Belin TR (2006) Fatigue in long-term breast carcinoma survivors: a longitudinal investigation. Cancer 106(4):751–758
Cella D, Davis K, Breitbart W, Curt G, Fatigue C (2001) Cancer-related fatigue: prevalence of proposed diagnostic criteria in a United States sample of cancer survivors. J Clin Oncol 19(14):3385–3391
Stone P, Richardson A, Ream E, Smith AG, Kerr DJ, Kearney N (2000) Cancer-related fatigue: inevitable, unimportant and untreatable? Results of a multi-centre patient survey. Cancer Fatigue Forum. Ann Oncol 11(8):971–975
Vogelzang NJ, Breitbart W, Cella D, Curt GA, Groopman JE, Horning SJ, Itri LM, Johnson DH, Scherr SL, Portenoy RK (1997) Patient, caregiver, and oncologist perceptions of cancer-related fatigue: results of a tripart assessment survey. The Fatigue Coalition. Semin Hematol 34(3 Suppl 2):4–12
Irvine D, Vincent L, Graydon JE, Bubela N, Thompson L (1994) The prevalence and correlates of fatigue in patients receiving treatment with chemotherapy and radiotherapy. A comparison with the fatigue experienced by healthy individuals. Cancer Nurs 17(5):367–378
Bower JE, Ganz PA, Desmond KA, Rowland JH, Meyerowitz BE, Belin TR (2000) Fatigue in breast cancer survivors: occurrence, correlates, and impact on quality of life. J Clin Oncol 18(4):743–753
Stone P, Richards M, A'Hern R, Hardy J (2000) A study to investigate the prevalence, severity and correlates of fatigue among patients with cancer in comparison with a control group of volunteers without cancer. Ann Oncol 11(5):561–567
Curt GA, Breitbart W, Cella D, Groopman JE, Horning SJ, Itri LM, Johnson DH, Miaskowski C, Scherr SL, Portenoy RK, Vogelzang NJ (2000) Impact of cancer-related fatigue on the lives of patients: new findings from the Fatigue Coalition. Oncologist 5(5):353–360
Kidwell KM, Harte SE, Hayes DF, Storniolo AM, Carpenter J, Flockhart DA, Stearns V, Clauw DJ, Williams DA, Henry NL (2014) Patient-reported symptoms and discontinuation of adjuvant aromatase inhibitor therapy. Cancer 120(16):2403–2411
McDaniel JS, Musselman DL, Porter MR, Reed DA, Nemeroff CB (1995) Depression in patients with cancer. Diagnosis, biology, and treatment. Arch Gen Psychiatry 52(2):89–99
Giese-Davis J, Collie K, Rancourt KM, Neri E, Kraemer HC, Spiegel D (2011) Decrease in depression symptoms is associated with longer survival in patients with metastatic breast cancer: a secondary analysis. J Clin Oncol 29(4):413–420
Svensson H, Hatschek T, Johansson H, Einbeigi Z, Brandberg Y (2012) Health-related quality of life as prognostic factor for response, progression-free survival, and survival in women with metastatic breast cancer. Med Oncol 29(2):432–438
Bower JE (2014) Cancer-related fatigue—mechanisms, risk factors, and treatments. Nat Rev Clin Oncol 11:597–609
Barsevick A, Frost M, Zwinderman A, Hall P, Halyard M, Consortium G (2010) I’m so tired: biological and genetic mechanisms of cancer-related fatigue. Qual Life Res 19(10):1419–1427
Karshikoff B, Sundelin T, Lasselin J (2017) Role of inflammation in human fatigue: relevance of multidimensional assessments and potential neuronal mechanisms. Front Immunol:8(21)
Bower JE, Ganz PA, Irwin MR, Kwan L, Breen EC, Cole SW (2011) Inflammation and behavioral symptoms after breast cancer treatment: do fatigue, depression, and sleep disturbance share a common underlying mechanism? J Clin Oncol 29(26):3517–3522
LaVoy EC, Fagundes CP, Dantzer R (2016) Exercise, inflammation, and fatigue in cancer survivors. Exerc Immunol Rev 22:82–93
Berger AM, Mooney K, Alvarez-Perez A, Breitbart WS, Carpenter KM, Cella D, Cleeland C, Dotan E, Eisenberger MA, Escalante CP, Jacobsen PB, Jankowski C, LeBlanc T, Ligibel JA, Loggers ET, Mandrell B, Murphy BA, Palesh O, Pirl WF, Plaxe SC, Riba MB, Rugo HS, Salvador C, Wagner LI, Wagner-Johnston ND, Zachariah FJ, Bergman MA, Smith C, National comprehensive cancer network (2015) Cancer-related fatigue, version 2.2015. J Natl Compr Canc Netw 13(8):1012–1039
Holzner B, Kemmler G, Greil R, Kopp M, Zeimet A, Raderer M, Hejna M, Zochbauer S, Krajnik G, Huber H et al (2002) The impact of hemoglobin levels on fatigue and quality of life in cancer patients. Ann Oncol 13(6):965–973
Charalambous A, Giannakopoulou M, Bozas E, Paikousis L (2019) Parallel and serial mediation analysis between pain, anxiety, depression, fatigue and nausea, vomiting and retching within a randomised controlled trial in patients with breast and prostate cancer. BMJ Open 9(1):e026809
Donovan KA, Small BJ, Andrykowski MA, Munster P, Jacobsen PB (2007) Utility of a cognitive-behavioral model to predict fatigue following breast cancer treatment. Health Psychol 26(4):464–472
Winters-Stone KM, Bennett JA, Nail L, Schwartz A (2008) Strength, physical activity, and age predict fatigue in older breast cancer survivors. Oncol Nurs Forum 35(5):815–821
Andrykowski MA, Donovan KA, Laronga C, Jacobsen PB (2010) Prevalence, predictors, and characteristics of off-treatment fatigue in breast cancer survivors. Cancer 116(24):5740–5748
Han TJ, Felger JC, Lee A, Mister D, Miller AH, Torres MA (2016) Association of childhood trauma with fatigue, depression, stress, and inflammation in breast cancer patients undergoing radiotherapy. Psycho-oncology 25(2):187–193
Jacobsen PB, Andrykowski MA, Thors CL (2004) Relationship of catastrophizing to fatigue among women receiving treatment for breast cancer. J Consult Clin Psychol 72(2):355–361
Smets EM, Garssen B, Bonke B, De Haes JC (1995) The multidimensional fatigue inventory (MFI) psychometric qualities of an instrument to assess fatigue. J Psychosom Res 39(3):315–325
Radbruch L, Strasser F, Elsner F, Goncalves JF, Loge J, Kaasa S, Nauck F, Stone P (2008) Research Steering Committee of the European Association for Palliative C: fatigue in palliative care patients -- an EAPC approach. Palliat Med 22(1):13–32
Mitchell SA (2010) Cancer-related fatigue: state of the science. PM R 2(5):364–383
Echteld MA, Passchier J, Teunissen S, Claessen S, de Wit R, van der Rijt CC (2007) Multidimensional fatigue and its correlates in hospitalised advanced cancer patients. Eur J Cancer 43(6):1030–1036
Orre IJ, Murison R, Dahl AA, Ueland T, Aukrust P, Fossa SD (2009) Levels of circulating interleukin-1 receptor antagonist and C-reactive protein in long-term survivors of testicular cancer with chronic cancer-related fatigue. Brain Behav Immun 23(6):868–874
Alfano CM, Imayama I, Neuhouser ML, Kiecolt-Glaser JK, Smith AW, Meeske K, McTiernan A, Bernstein L, Baumgartner KB, Ulrich CM, Ballard-Barbash R (2012) Fatigue, inflammation, and omega-3 and omega-6 fatty acid intake among breast cancer survivors. J Clin Oncol 30(12):1280–1287
de Raaf PJ, Sleijfer S, Lamers CH, Jager A, Gratama JW, van der Rijt CC (2012) Inflammation and fatigue dimensions in advanced cancer patients and cancer survivors: an explorative study. Cancer 118(23):6005–6011
de Raaf PJ, de Klerk C, van der Rijt CC (2013) Elucidating the behavior of physical fatigue and mental fatigue in cancer patients: a review of the literature. Psycho-oncology 22(9):1919–1929
Bower JE, Asher A, Garet D, Petersen L, Ganz PA, Irwin MR, Cole SW, Hurvitz SA, Crespi CM (2019) Testing a biobehavioral model of fatigue before adjuvant therapy in women with breast cancer. Cancer 125(4):633–641
de Jong N, Candel MJ, Schouten HC, Abu-Saad HH, Courtens AM (2005) Course of mental fatigue and motivation in breast cancer patients receiving adjuvant chemotherapy. Ann Oncol 16(3):372–382
de Jong N, Candel MJ, Schouten HC, Abu-Saad HH, Courtens AM (2004) Prevalence and course of fatigue in breast cancer patients receiving adjuvant chemotherapy. Ann Oncol 15(6):896–905
Helgeson VS, Tomich PL (2005) Surviving cancer: a comparison of 5-year disease-free breast cancer survivors with healthy women. Psycho-oncology 14(4):307–317
Mustian KM, Alfano CM, Heckler C, Kleckner AS, Kleckner IR, Leach CR, Mohr D, Palesh OG, Peppone LJ, Piper BF, Scarpato J, Smith T, Sprod LK, Miller SM (2017) Comparison of pharmaceutical, psychological, and exercise treatments for cancer-related fatigue: a meta-analysis. JAMA Oncol 3(7):961–968
Finnegan-John J, Molassiotis A, Richardson A, Ream E (2013) A systematic review of complementary and alternative medicine interventions for the management of cancer-related fatigue. Integr Cancer Ther 12(4):276–290
Jacobsen PB, Donovan KA, Vadaparampil ST, Small BJ (2007) Systematic review and meta-analysis of psychological and activity-based interventions for cancer-related fatigue. Health Psychol 26(6):660–667
Carroll JK, Kohli S, Mustian KM, Roscoe JA, Morrow GR (2007) Pharmacologic treatment of cancer-related fatigue. Oncologist 12(Suppl 1):43–51
Bower JE, Bak K, Berger A, Breitbart W, Escalante CP, Ganz PA, Schnipper HH, Lacchetti C, Ligibel JA, Lyman GH, Ogaily MS, Pirl WF, Jacobsen PB, American Society of Clinical Oncology (2014) Screening, assessment, and management of fatigue in adult survivors of cancer: an American Society of Clinical oncology clinical practice guideline adaptation. J Clin Oncol 32(17):1840–1850
Dong B, Xie C, Jing X, Lin L, Tian L (2019) Yoga has a solid effect on cancer-related fatigue in patients with breast cancer: a meta-analysis. Breast Cancer Res Treat 177(1):5–16
van Vulpen JK, Peeters PH, Velthuis MJ, van der Wall E, May AM (2016) Effects of physical exercise during adjuvant breast cancer treatment on physical and psychosocial dimensions of cancer-related fatigue: a meta-analysis. Maturitas 85:104–111
Schulz KF, Altman DG, Moher D, Group C (2010) CONSORT 2010 statement: updated guidelines for reporting parallel group randomised trials. J Clin Epidemiol 63(8):834–840
Higgins JP, Altman DG, Gotzsche PC, Juni P, Moher D, Oxman AD, Savovic J, Schulz KF, Weeks L, Sterne JA et al (2011) The Cochrane Collaboration’s tool for assessing risk of bias in randomised trials. BMJ 343:d5928
Cohen J (1988) Statistical power analysis for the behavioral sciences. Hillsdale, L. Erlbaum Associates
Borenstein M, Hedges LV, Higgins JPT, Rothstein HR (2010) A basic introduction to fixed-effect and random-effects models for meta-analysis. Res Synth Methods 1(2):97–111
Higgins JP (2011) Cochrane handbook for systematic reviews of interventions. Version 5.1.0 [updated March 2011]. The Cochrane Collaboration. www.cochrane-handbookorg
Borenstein M, Hedges L, Higgins J, Rothstein H (2013) Comprehensive meta-analysis version 3. In. Englewood, NJ: Biostat
Mijwel S, Backman M, Bolam KA, Jervaeus A, Sundberg CJ, Margolin S, Browall M, Rundqvist H, Wengstrom Y (2018) Adding high-intensity interval training to conventional training modalities: optimizing health-related outcomes during chemotherapy for breast cancer: the OptiTrain randomized controlled trial. Breast Cancer Res Treat 168(1):79–93
de Souza Fede AB, Bensi CG, Trufelli DC, de Oliveira Campos MP, Pecoroni PG, Ranzatti RP, Kaliks R, Del Giglio A (2007) Multivitamins do not improve radiation therapy-related fatigue: results of a double-blind randomized crossover trial. Am J Clin Oncol 30(4):432–436
Irvine DM, Vincent L, Graydon JE, Bubela N (1998) Fatigue in women with breast cancer receiving radiation therapy. Cancer Nurs 21(2):127–135
Ancoli-Israel S, Rissling M, Neikrug A, Trofimenko V, Natarajan L, Parker BA, Lawton S, Desan P, Liu L (2012) Light treatment prevents fatigue in women undergoing chemotherapy for breast cancer. Support Care Cancer 20(6):1211–1219
Berger AM, Kuhn BR, Farr LA, Lynch JC, Agrawal S, Chamberlain J, Von Essen SG (2009) Behavioral therapy intervention trial to improve sleep quality and cancer-related fatigue. Psycho-oncology 18(6):634–646
Cantarero-Villanueva I, Fernández-Lao C, Díaz-Rodriguez L, Fernández-de-las-Peñas C, del Moral-Avila R, Arroyo-Morales M (2011) A multimodal exercise program and multimedia support reduce cancer-related fatigue in breast cancer survivors: a randomised controlled clinical trial. Eur J Integr Med 3(3):e189–e200
Cantarero-Villanueva I, Fernandez-Lao C, Cuesta-Vargas AI, Del Moral-Avila R, Fernandez-de-Las-Penas C, Arroyo-Morales M (2013) The effectiveness of a deep water aquatic exercise program in cancer-related fatigue in breast cancer survivors: a randomized controlled trial. Arch Phys Med Rehabil 94(2):221–230
Jong MC, Boers I, Schouten van der Velden AP, Meij SV, Goker E, Timmer-Bonte A, van Wietmarschen HA (2018) A randomized study of yoga for fatigue and quality of life in women with breast cancer undergoing (neo) adjuvant chemotherapy. J Altern Complement Med 24(9–10):942–953
Kiecolt-Glaser JK, Bennett JM, Andridge R, Peng J, Shapiro CL, Malarkey WB, Emery CF, Layman R, Mrozek EE, Glaser R (2014) Yoga’s impact on inflammation, mood, and fatigue in breast cancer survivors: a randomized controlled trial. J Clin Oncol 32(10):1040–1049
Schmidt ME, Wiskemann J, Armbrust P, Schneeweiss A, Ulrich CM, Steindorf K (2015) Effects of resistance exercise on fatigue and quality of life in breast cancer patients undergoing adjuvant chemotherapy: a randomized controlled trial. Int J Cancer 137(2):471–480
Weissflog G, Brahler E, Leuteritz K, Barthel Y, Kuhnt S, Wiltink J, Zwerenz R, Beutel ME (2015) Does psychodynamic short-term psychotherapy for depressed breast cancer patients also improve fatigue? Results from a randomized controlled trial. Breast Cancer Res Treat 152(3):581–588
Zhang B, Dong JN, Sun P, Feng C, Liu YC (2017) Effect of therapeutic care for treating fatigue in patients with breast cancer receiving chemotherapy. Medicine 96(33):e7750
Patsopoulos NA, Evangelou E, Ioannidis JP (2008) Sensitivity of between-study heterogeneity in meta-analysis: proposed metrics and empirical evaluation. Int J Epidemiol 37(5):1148–1157
Revicki D, Hays RD, Cella D, Sloan J (2008) Recommended methods for determining responsiveness and minimally important differences for patient-reported outcomes. J Clin Epidemiol 61(2):102–109
Sloan JA, Cella D, Hays RD (2005) Clinical significance of patient-reported questionnaire data: another step toward consensus. J Clin Epidemiol 58(12):1217–1219
Revicki DA, Cella D, Hays RD, Sloan JA, Lenderking WR, Aaronson NK (2006) Responsiveness and minimal important differences for patient reported outcomes. Health Qual Life Outcomes 4:70
Khosravi N, Stoner L, Farajivafa V, Hanson ED (2019) Exercise training, circulating cytokine levels and immune function in cancer survivors: a meta-analysis. Brain Behav Immun 81:92–104
Crosswell AD, Lockwood KG, Ganz PA, Bower JE (2014) Low heart rate variability and cancer-related fatigue in breast cancer survivors. Psychoneuroendocrinology 45:58–66
Bernard P, Savard J, Steindorf K, Sweegers MG, Courneya KS, Newton RU, Aaronson NK, Jacobsen PB, May AM, Galvao DA, Chinapaw MJ, Stuiver MM, Griffith KA, Mesters I, Knoop H, Goedendorp MM, Bohus M, Thorsen L, Schmidt ME, Ulrich CM, Sonke GS, van Harten W, Winters-Stone KM, Velthuis MJ, Taaffe DR, van Mechelen W, Kersten MJ, Nollet F, Wenzel J, Wiskemann J, Verdonck-de Leeuw IM, Brug J, Buffart LM (2019) Effects and moderators of exercise on sleep in adults with cancer: individual patient data and aggregated meta-analyses. J Psychosom Res 124:109746
McAuley E, White SM, Rogers LQ, Motl RW, Courneya KS (2010) Physical activity and fatigue in breast cancer and multiple sclerosis: psychosocial mechanisms. Psychosom Med 72(1):88–96
Diggins AD, Hearn LE, Lechner SC, Annane D, Antoni MH, Whitehead NE (2017) Physical activity in black breast cancer survivors: implications for quality of life and mood at baseline and 6-month follow-up. Psycho-oncology 26(6):822–828
Zimmer P, Baumann FT, Oberste M, Wright P, Garthe A, Schenk A, Elter T, Galvao DA, Bloch W, Hubner ST et al (2016) Effects of exercise interventions and physical activity behavior on cancer related cognitive impairments: a systematic review. Biomed Res Int 2016:1820954
Kangas M, Bovbjerg DH, Montgomery GH (2008) Cancer-related fatigue: a systematic and meta-analytic review of non-pharmacological therapies for cancer patients. Psychol Bull 134(5):700–741
Zick SM, Sen A, Wyatt GK, Murphy SL, Arnedt JT, Harris RE (2016) Investigation of 2 types of self-administered acupressure for persistent cancer-related fatigue in breast cancer survivors: a randomized clinical trial. JAMA Oncol 2(11):1470–1476
Fiene M, Rufener KS, Kuehne M, Matzke M, Heinze HJ, Zaehle T (2018) Electrophysiological and behavioral effects of frontal transcranial direct current stimulation on cognitive fatigue in multiple sclerosis. J Neurol 265(3):607–617
Charvet LE, Dobbs B, Shaw MT, Bikson M, Datta A, Krupp LB (2018) Remotely supervised transcranial direct current stimulation for the treatment of fatigue in multiple sclerosis: results from a randomized, sham-controlled trial. Mult Scler 24(13):1760–1769
Funding
The study was funded by the Under Armour Women's Health and Breast Cancer Innovation Grant, the Johns Hopkins Catalyst Award, and the Robert L. Sloan Fund for Cancer Research.
Author information
Authors and Affiliations
Contributions
Tracy Vannorsdall and Karen Smith contributed to the study conception and design. Material preparation, data collection, and analysis were performed by Ermiece Straub, Christina Saba, Mallory Blackwood, and Jingyi Zhang. The first draft of the manuscript was written by Tracy Vannorsdall, and all the authors commented on previous versions of the manuscript. All the authors read and approved the final manuscript.
Corresponding author
Ethics declarations
Disclaimer
The authors do not have a financial relationship with the organizations that sponsored the research.
Conflict of interest
Dr. Smith holds stock in ABT Labs and Abbvie. Dr. Smith also receives institutional research support from CancerIncite and Pfizer. The remaining authors declare that they have no conflict of interest.
Ethics approval
This article does not contain any studies with human participants performed by any of the authors.
Consent to participate
Not applicable.
Consent for publication
Not applicable.
Code availability
Not applicable.
Additional information
Publisher’s note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Appendix. Search terms
Appendix. Search terms
Chalder Fatigue Questionnaire OR Cancer Fatigue Scale OR EORTC QLQ-C30 OR Fatigue Assessment Questionnaire OR Fatigue Impact Scale OR Fatigue Symptom Checklist OR Fatigue Symptom Inventory OR Linear Analogue Self-Assessment Scale OR Multidimensional Fatigue Inventory OR Multidimensional Fatigue Symptom Inventory OR Piper Fatigue Scale OR Schwartz Cancer Fatigue Scale AND Breast OR Cancer OR Carcinoma OR Neoplasm.
Rights and permissions
About this article
Cite this article
Vannorsdall, T.D., Straub, E., Saba, C. et al. Interventions for multidimensional aspects of breast cancer-related fatigue: a meta-analytic review. Support Care Cancer 29, 1753–1764 (2021). https://doi.org/10.1007/s00520-020-05752-y
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00520-020-05752-y