Biomarkers of fatigue related to adjuvant chemotherapy for breast cancer: evaluation of plasma and lymphocyte expression

Felipe M Cruz, Bruna A Munhoz, Beatriz Ca Alves, Flavia S Gehrke, Fernando LA Fonseca, Renata K Kuniyoshi, Daniel Cubero, Luke J Peppone, Auro Del Giglio, Felipe M Cruz, Bruna A Munhoz, Beatriz Ca Alves, Flavia S Gehrke, Fernando LA Fonseca, Renata K Kuniyoshi, Daniel Cubero, Luke J Peppone, Auro Del Giglio

Abstract

Background: Fatigue is common in cancer patients receiving adjuvant chemotherapy. To further understand the mechanism of fatigue and search for potential biomarkers, we conducted this prospective study. Methods We enrolled breast cancer (BC) patients before their first adjuvant Adriamycin-based chemotherapy cycle. Patients responded to the brief fatigue inventory (BFI) and Chalder fatigue questionnaires and had their blood drawn for both plasma evaluation and evaluation of the peripheral mononuclear cell fraction (PMNCF) mRNA expression of various biomarkers. We evaluated FSH, LH, estradiol, DHEA, DHEAS, IL6, IL2, ILIRA, IL1β, CRP, Cortisol in the plasma and IL2, IL10, IL6, TGF-β, KLRC1, TNF, BTP, SNCA, SOD1, BLNK, PTGS2 and INF γ expression in the PMNCF.

Results: 11 patients did not exhibit an increase in their BFI scores and served as controls, whereas 32 patients exhibited an increase in their BFI scores compared with the baseline scores. From the biomarkers we evaluated in the PMNCF, the only one significantly associated with fatigue was TGF-β (p = 0.0343), while there was a trend towards significance with KLRC1 (p = 0.0627). We observed no evidence of significant associations of any plasma biomarkers with the development of fatigue. However when we analyzed patients with more severe fatigue, plasma IL1-RA levels correlated directly with higher fatigue scores (p = 0.0136).

Conclusions: We conclude that fatigue induced by chemotherapy in BC patients is associated with changes in IL1-ra plasma levels and in TGF-β lymphocyte expression. Its mechanism may be different than that observed in long-term BC survivors or that induced by radiation therapy.

Trial registration: NCT02041364 [ClinicalTrials.gov].

Keywords: Biomarkers; Breast Cancer; Chemotherapy; Fatigue; IL1-ra; TGF-β.

Figures

Figure 1
Figure 1
The significant variations in fatigue in the 3 groups evaluated in Figures2and3, namely patients at the screening stage (inclusion, all patients), including all 43 patients (32 patients whose fatigue worsened after chemotherapy and 11 patients whose fatigue did not worsen after chemotherapy and who served as controls for this stage of data analysis). The black dots represent the outliers.
Figure 2
Figure 2
Evaluation of plasma analytes in patients in the inclusion phase whose fatigue worsened and in patients whose fatigue did not worsen after the first cycle of chemotherapy (controls). The black dots represent the outliers.
Figure 3
Figure 3
Evaluation of lymphocyte expression of selected genes in the first phase of the study in patients in the inclusion phase whose fatigue deteriorated and in patients whose fatigue did not worsen after the first cycle of chemotherapy (controls). The black dots represent the outliers.
Figure 4
Figure 4
Patients who developed fatigue where separated in two groups: those who had higher BFI fatigue scores (HF), ie who had an increase equal or above 1 standard deviation (20 points) in their BFI scores as compared to the triage (T) level and 2) those who had lower increases in their BFI scores (FL). Also shown are those patients who had a decrease in their BFI scores after the first cycle of chemotherapy who were considered as controls (C).

References

    1. Jemal A, Bray F, Center MM, Ferlay J, Ward E, Forman D. Global cancer statistics. CA Cancer J Clin. 2011;61(2):69. doi: 10.3322/caac.20107.
    1. Berry DA, Cronin KA, Plevritis SK, Fryback DG, Clarke L, Zelen M, et al. Cancer Intervention and Surveillance Modeling Network (CISNET) Collaborators. Effect of screening and adjuvant therapy on mortality from breast cancer. N Engl J Med. 2005;353(17):1784. doi: 10.1056/NEJMoa050518.
    1. 3-National Comprehensive Cancer Network (NCCN) Clinical Practice Guidelines: Breast Cancer (Version 3.2014) . accessed on January 26, 2015.
    1. Leo A, Albain K, Swain S, Piccart M, Pritchard K. Comparisons between diferente polychemotherapy regimens for early breast câncer: meta-analyses of long-term outcome among 100,000 women in 123 randomized trials. Lancet. 2012;379(9814):432. doi: 10.1016/S0140-6736(11)61625-5.
    1. Levy M. Cancer fatigue: a review for psychiatrists. Gen Hosp Psychiatry. 2008;30:233–244. doi: 10.1016/j.genhosppsych.2008.01.004.
    1. Bower JE, Bak K, Berger A, Breitbart W, Escalante CP, Ganz PA, et al. Screening, assessment, and management of fatigue in adult survivors of câncer: an American Society of Clinical oncology practice guideline adaptation. J Clin Oncol. 2014;32(17):1840–1850. doi: 10.1200/JCO.2013.53.4495.
    1. Minton O, Stone P. A systematic review of the scales used for the measurement of cancer-related fatigue (CRF) Ann Oncol. 2009;20:17–25. doi: 10.1093/annonc/mdn537.
    1. Sadler IJ, Jacobsen PB. Progress in understanding fatigue associated with breast câncer treatment. Cancer Invest. 2001;19(7):723. doi: 10.1081/CNV-100106147.
    1. Fan HG, Hoédé-Tchen N, Yi QL, Chemerynsky I, Downie FP, Sabate K, et al. Fatigue, menopausal symptoms, and cognitive function in women after adjuvat chemotherapy for breast câncer: 1-and 2-year follow-up of a prospective controlled study. J Clin Oncol. 2005;23(31):8025. doi: 10.1200/JCO.2005.01.6550.
    1. Gutstein HB. The biologic basis of fatigue. Cancer. 2001;92(6 Suppl):1687–2083.
    1. Bower JE. Cancer-related fatigue: links with inflammation in câncer patients and survivors. Brain Behav Immun. 2007;21:413–427. doi: 10.1016/j.bbi.2006.11.004.
    1. Morrow GR, Andrews PL, Hickok JT, Roscoe JA, Matterson S. Fatigue associated with cancer and its treatment. Support Care Cancer. 2002;10(5):389–398. doi: 10.1007/s005200100293.
    1. Lumdstrom S, Furst CJ. Symptoms in advanced cancer: relationship to endogenous cortisol levels. Palliat Med. 2003;17(6):503–508. doi: 10.1191/0269216303pm780oa.
    1. Scott HR, McMillan DC, Brown DJ, Forrest LM, McArdle CS, Milroy R. A prospective study of the impact of weight loss and the systemic inflammatory response on quality of life in patients with inoperable non-small cell lung cancer. Lung Cancer. 2003;40(3):295–299. doi: 10.1016/S0169-5002(03)00077-1.
    1. Cleeland CS, Bennet GJ, Dantzer R, Dougherty PM, Dunn AJ, Meyers CA, et al. Are the symptoms of cancer and cancer treatment due to a shared biologic mechanism? A cytokine-immunologic model of cancer symptoms. Cancer. 2003;97(11):2919–2925. doi: 10.1002/cncr.11382.
    1. Scott HR, McMillan DC, Forrest LM, McArdle CS, Milroy R. The systemic inflammatory response, weight loss, performance status and survival in patients with inoperable non-small cell lung cancer. Br J Cancer. 2002;87(3):264–267. doi: 10.1038/sj.bjc.6600466.
    1. Collado-Hidalgo A, Bower JE, Ganz PA, Cole SW, Irwin MR. Inflammatory biomarkers for persistent fatigue in breast cancer survivors. Clin Cancer Res. 2006;12(9):2759–2766. doi: 10.1158/1078-0432.CCR-05-2398.
    1. Bower JE, Ganz PA, Aziz N, Fahley JL. Fatigue and proinflammatory cytokine in breast cancer survivors. Psychosom Med. 2002;64(4):604–611. doi: 10.1097/00006842-200207000-00010.
    1. Bower JE, Ganz PA, Irwin MR, Castellon S, Arevalo J, Cole SW. J Clin Oncol. 2013;31(13):1656–1661. doi: 10.1200/JCO.2012.46.2143.
    1. Cannon JG, Angel JB, Abad LW, Vannier E, Mileno MD, Fagioli L, et al. Interleukin-1 beta, interleukin receptor antagonist and soluble interleukin-1 receptor type II secretion in chronic fatigue syndrome. J Clin Immunol. 1997;17(3):253–261. doi: 10.1023/A:1027314713231.
    1. Moss RB, Mercandetti A, Vojdani A. TNF-alpha and chronic fatigue syndrome. J Clin Immunol. 1999;19(5):314–316. doi: 10.1023/A:1020595709352.
    1. Sarna GP, Figlin RA, Pertchek M, Altroc B, Kradjian SA. Systemic administration of recombinant methionyl human interleukin-2(Ala 125) to cancer patients: clinical results. J Biol Response Mod. 1989;8(1):16–24.
    1. Eskander ED, Harvey HA, Givant E, Lipton A. Phase I study combining tumor necrosis factor with interferon-alpha and interleukin-2. Am J Clin Oncol. 1997;20(5):511–514. doi: 10.1097/00000421-199710000-00016.
    1. Veldhuis GJ, Willemse PH, Sleijfer DT, Van der Graaf WT, Groen HJ, Limburg PC, et al. Toxicity and efficacy of escalating dosages of recombinant human interleukin-6 after chemotherapy in patients with breast cancer or non-small cell lung cancer. J Clin Oncol. 1995;13(10):2585–2593.
    1. Inagaki M, Isono M, Okuyama T, Sugawara Y, Akechi T, Akizuki N, et al. Plasma interleukin-6 and fatigue in terminally ill cancer patients. J Pain Symptom Manage. 2008;35(2):153–161. doi: 10.1016/j.jpainsymman.2007.03.009.
    1. Adler HL, McCurdy MA, Kattan MW, Timme TL, Scardino PT, Thompson TC. Elevated levels of circulating interleukin-6 and transforming growth factor-beta1 in patients with metastatic prostatic carcinoma. J Urol. 1999;161(1):182–187. doi: 10.1016/S0022-5347(01)62092-5.
    1. Cella D. Factors influencing quality of life in cancer patients: anemia and fatigue. Semin Oncol. 1998;25:43–46.
    1. Seruga B, Zhang H, Bernstein LJ, Tannock IF. Cytokines and their relationship to the symptoms and outcome of cancer. Nat Rev Cancer. 2008;8:887–899. doi: 10.1038/nrc2507.
    1. Landmark-Hoyvik H, Reinertsen KV, Loge JH, Fossa SD, Borresen-Dale AL, Dumeaux V. Alterations of gene expression in blood cells associated with chronic fatigue in breast cancer survivors. Pharmacogenomics J. 2009;9:333–340. doi: 10.1038/tpj.2009.27.
    1. Saligan LN, Hsiao CP, Wang D, et al. Upregulation of alpha-synuclein during localized radiation therapy signals the association of cancer-related fatigue with the activation of inflammatory and neuroprotective pathways. Brain Behav Immun. 2013;27:63–70. doi: 10.1016/j.bbi.2012.09.009.
    1. Sher T, Gertz MA. Recent advances in the diagnosis and management of cardiac amyloidosis. Future Cardiol. 2014;10:131–146. doi: 10.2217/fca.13.85.
    1. Schubert C, Hong S, Natarajan L, Mills PJ, Dimsdale JE. The association between fatigue and inflammatory marker levels in cancer patients: a quantitative review. Brain Behav Immun. 2007;21:413–427. doi: 10.1016/j.bbi.2006.11.004.
    1. Lindley C, Vasa S, Sawyer WT, Winer EP. Quality of life and preferences for treatment following systemic adjuvant therapy for early-stage breast cancer. J Clin Oncol. 1998;Apr;16(4):1380–1387.
    1. Shapiro CL, Recht A. Side effects of adjuvant treatment of breast cancer. N Engl J Med. 2001;344:1997–2008. doi: 10.1056/NEJM200106283442607.
    1. Chalder T, Berelowitz G, Pawlikowska T, Watts L, Wessely S, Wright D, et al. Development of a fatigue scale. J Psychosom Res. 1993;37(2):147–153. doi: 10.1016/0022-3999(93)90081-P.
    1. Valenzuela JO, Gning I, Irarrazaval ME, Fasce G, Marin L, Mendoza TR, et al. Psychometric validation of the Portuguese version of the Brief Fatigue Inventory [abstract] Houston TX: The University of Texas MD Anderson Cancer Center, Division of Internal Medicine Research Retreat; 2012.
    1. Cho HJ, Costa E, Menezes PR, Chalder T, Bhugra D, Wessely S. Cross-cultural validation of the Chalder Fatigue Questionnaire in Brazilian primary care. J Psychosom Res. 2007;62(3):301–304. doi: 10.1016/j.jpsychores.2006.10.018.
    1. Kennedy G, Spence V, Underwood C, Belch JJ. Increased neutrophil apoptosis in chronic fatigue syndrome. J Clin Pathol. 2004;57:891–893. doi: 10.1136/jcp.2003.015511.
    1. Aspler AL, Bolshin C, Vernon SD, Broderick G. Evidence of inflammatory immune signaling in chronic fatigue syndrome: A pilot study of gene expression in peripheral blood. Behav Brain Funct. 2008;4:44. doi: 10.1186/1744-9081-4-44.
    1. Ding M, Toth LA. mRNA expression in mouse hypothalamus and basal forebrain during influenza infection: a novel model for sleep regulation. Physiol Genomics. 2006;24:225–234. doi: 10.1152/physiolgenomics.00005.2005.
    1. Bower JE, Ganz PA, Tao ML, et al. Inflammatory biomarkers and fatigue during radiation therapy for breast and prostate cancer. Clin Cancer Res. 2009;15:5534–5540. doi: 10.1158/1078-0432.CCR-08-2584.
    1. Saligan LN, Kim HS. A systematic review of the association between immunogenomic markers and cancer-related fatigue. Brain Behav Immun. 2012;26:830–848. doi: 10.1016/j.bbi.2012.05.004.
    1. Orre IJ, Murison R, Dahl AA, Ueland T, Aukrust P, Fossa SD. 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. 2009;23:868–874. doi: 10.1016/j.bbi.2009.04.003.
    1. Innominato PF, Mormont MC, Rich TA, Waterhouse J, Levi FA, Bjarnason GA. Circadian disruption, fatigue, and anorexia clustering in advanced cancer patients: implications for innovative therapeutic approaches. Integr Cancer Ther. 2009;8:361–370. doi: 10.1177/1534735409355293.
    1. Lukkahatai N, Patel S, Gucek M, Hsiao CP, Saligan LN. Proteomic Serum Profile of Fatigued Men Receiving Localized External Beam Radiation Therapy for Non-Metastatic Prostate Cancer. J Pain Symptom Manage. 2014;47(4):748–756. doi: 10.1016/j.jpainsymman.2013.05.016.

Source: PubMed

3
Se inscrever