Abstract
Purpose
We determined commonly experienced symptoms reported by adult patients with cancer admitted to urban, ethnically diverse hospice settings and identified symptom clusters.
Methods
We used hierarchical cluster analysis of 150 patients (41 % male, 20–92 years [M = 59, SD = 13.3], 51 % African American, 37 % Caucasian, 12 % other). Using pen-tablet computers, participants completed the Symptom Distress Scale (SDS), a sleep quality item, and listed analgesics consumed in the previous 24 h.
Results
Four symptom clusters were identified: cluster 1 (Pain-Fatigue) consisted of pain frequency, fatigue, and pain intensity; cluster 2 (Ingestion-Elimination) consisted of appetite and bowel problems; cluster 3 (General Well-Being) consisted of insomnia, appearance, and outlook; and cluster 4 (Respiratory-Nausea-Concentration) consisting of breathing, cough, nausea frequency, nausea intensity, and concentration. There were no significant differences between Caucasians and African Americans on total SDS scores, analgesic consumption, sleep quality, or most cluster scores.
Conclusion
This is the first symptom cluster analysis in a US sample with a sizeable proportion of minority hospice/palliative care patients with cancer. Further research to determine the stability of identified symptom clusters over time and discovery of the biological interactions of symptoms within the cluster may lead to symptom management therapies designed for the alleviation of all clustered symptoms.
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References
Dodd M, Miaskowski C, Lee K (2004) Occurrence of symptom clusters. J Natl Cancer Inst Monogr 32:76–78
Ng K, von Gunten CF (1998) Symptoms and attitudes of 100 consecutive patients admitted to an acute hospice/palliative care unit. J Pain Symptom Manag 16(5):307–316
McMillan S, Small B (2002) Symptom distress and quality of life in patients with cancer newly admitted to hospice home care. Oncol Nurs Forum 29(10):1421–1428
Potter VT, Wiseman CE, Dunn SM, Boyle FM (2003) Patient barriers to optimal cancer pain control. Psycho-Oncology 12(2):153–160
Hearson B, Sawatzky J (2008) Sleep disturbance in patients with advanced cancer. Int J Palliat Nurs 14(1):30–37
Walsh D, Rybicki L (2006) Symptom clustering in advanced cancer. Support Care Cancer 14(8):831–836
Miaskowski C, Cooper B, Paul S, Dodd M, Lee K, Aouizerat B, et al. (2006) Subgroups of patients with cancer with different symptom experiences and quality-of-life outcomes: a cluster analysis. Oncol Nurs Forum 33(5):E79–E89
Ferrell B, Levy M, Paice J (2008) Managing pain from advanced cancer in the palliative care setting. Clin J Oncol Nurs 12(4):575–581
Pereira J, Lawlor P, Vigano A, Dorgan M, Bruera E (2001) Equianalgesic dose ratios for opioids. A critical review and proposals for long-term dosing. J Pain Symptom Manag 22(2):672–687
Beck S (2004) Symptom clusters: impediments and suggestions for solutions. J Natl Cancer Inst Monogr 32:137–138
Paice J (2004) Assessment of symptom clusters in people with cancer. J Natl Cancer Inst Monogr 32:98–102
Kim H, McGuire D, Tulman L, Barsevick A (2005) Symptom clusters: concept analysis and clinical implications for cancer nursing. Cancer Nurs 28(4):270–282
Dong ST, Butow PN, Costa DSJ, Lovell MR, Agar M (2014) Symptom clusters in patients with advanced cancer: a systematic review of observational studies. J Pain Symptom Manag 48(3):411–450
Anderson F, Downing GM, Hill J, Casorso L, Lerch N (1996) Palliative performance scale (PPS): a new tool. J Palliat Care 12(1):5–11
Harrold J, Rickerson E, Carroll J, McGrath J, Morales K, Kapo J, et al. (2005) Is the palliative performance scale a useful predictor of mortality in a heterogeneous hospice population? J Palliat Med 8(3):503–509
Head B, Ritchie C, Smoot T (2005) Prognostication in hospice care: can the palliative performance scale help? J Palliat Med 8(3):492–502
Lau F, Downing GM, Lesperance M, Shaw J, Kuziemsky C (2006) Use of Palliative Performance Scale in end-of-life prognostication. J Palliat Med 9(5):1066–1075
Weng L, Huang H, Wilkie D, Hoenig N, Suarez M, Marschke M, et al. (2009) Predicting survival with the Palliative Performance Scale in a minority-serving hospice and palliative care program. J Pain Symptom Manag 37(4):642–648
McCorkle R, Cooley ME, Shea J (1995) A user’s manual for the Symptom Distress Scale. Unpublished manuscript. New Haven, CT, Yale School of Nursing.
Degner LF, Henteleff PD, Ringer C (1987) The relationship between theory and measurement in evaluations of palliative care services. J Palliat Care 2:8–13
Cowan LF, Young-Graham K, Loveys-Cochrane B (1992) Comparison of a theory of quality of life between myocardial infarction and malignant melanoma: a pilot study. Progress Cardiovasc Nurs 7(1):18–28
Buysse DJ, Reynolds CF, Monk TH, Berman SR, Kupfer DJ (1989) The Pittsburgh Sleep Quality Index: a new instrument for psychiatric practice and research. Psychiatry Res 28(2):193–213
Wilkie D, Judge MKM, Berry D, Dell J, Zong S, Gilespie R (2003) Usability of a computerized PAINReportIt in the general public with pain and people with cancer pain. J Pain Symptom Manag 25(3):213–224
Wilkie D, Kim Y, Suarez M, Dauw C, Stapleton S, Gorman G, et al. (2009) Extending computer technology to hospice research: interactive pentablet measurement of symptoms by hospice cancer patients in their homes. J Palliat Med 12(7):599–602
Chen M, Lin C (2007) Cancer symptom clusters: a validation study. J Pain Symptom Manag 34(6):590–599
Chow E, Fan G, Hadi S, Wong J, Kirou Mauro A, Filipczak L (2008) Symptom clusters in cancer patients with brain metastases. Clin Oncol 20(1):76–82
Cleeland CS, Mendoza TR, Wang XS, Chou C, Harle MT, Morrissey M, et al. (2000) Assessing symptom distress in cancer patients: the M.D. Anderson Symptom Inventory. Cancer 89(7):1634–1646
Ivanova M, Ionova T, Kalyadina S, Uspenskaya O, Kishtovich A, Guo H, et al. (2005) Cancer-related symptom assessment in Russia: validation and utility of the Russian M. D. Anderson Symptom Inventory. J Pain Symptom Manag 30(5):443–453
Okuyama T, Wang X, Akechi T, Mendoza T, Hosaka T, Cleeland C, et al. (2003) Japanese version of the MD Anderson Symptom Inventory: a validation study. J Pain Symptom Manag 26(6):1093–1104
Wang S, Tsai C, Chen B, Lin C (2008) Symptom clusters and relationships to symptom interference with daily life in Taiwanese lung cancer patients. J Pain Symptom Manag 35(3):258–266
Wang X, Wang Y, Guo H, Mendoza T, Hao X, Cleeland C (2004) Chinese version of the M. D. Anderson Symptom Inventory: validation and application of symptom measurement in cancer patients. Cancer 101(8):1890–1901
Wang X, Laudico A, Guo H, Mendoza T, Matsuda M, Yosuico V, et al. (2006) Filipino version of the M. D. Anderson Symptom Inventory: validation and multisymptom measurement in cancer patients. J Pain Symptom Manag 31(6):542–552
Fodeh SJ, Lazenby M, Bai M, Ercolano E, Murphy T, McCorkle R (2013) Functional impairments as symptoms in the symptom cluster analysis of patients newly diagnosed with advanced cancer. J Pain Symptom Manag 46(4):500–510
Wang X, Fairclough D, Liao Z, Komaki R, Chang J, Mobley G, et al. (2006) Longitudinal study of the relationship between chemoradiation therapy for non-small-cell lung cancer and patient symptoms. J Clin Oncol 24(27):4485–4491
Henoch I, Ploner A, Tishelman C (2009) Increasing stringency in symptom cluster research: a methodological exploration of symptom clusters in patients with inoperable lung cancer. Oncol Nurs Forum 36(6):E282–E292
Tsai L, Li I, Lai Y, Liu C, Chang T, Tu C (2007) Fatigue and its associated factors in hospice cancer patients in Taiwan. Cancer Nurs 30(1):24–30
Hofman M, Ryan J, Figueroa Moseley C, Jean Pierre P, Morrow G (2007) Cancer-related fatigue: the scale of the problem. Oncologist 12(1):4–10
Cheville A (2009) Cancer-related fatigue. Phys Med Rehabil Clin N Am 20(2):405–416
Cheung W, Le L, Zimmermann C (2009) Symptom clusters in patients with advanced cancers. Support Care Cancer 17(9):1223–1230
Gift A, Jablonski A, Stommel M, Given CW (2004) Symptom clusters in elderly patients with lung cancer. Oncol Nurs Forum 31(2):202–212
Sarna L, Brecht ML (1997) Dimensions of symptom distress in women with advanced lung cancer: a factor analysis. Heart Lung. 26(1):23–30
Ridner S (2005) Quality of life and a symptom cluster associated with breast cancer treatment-related lymphedema. Support Care Cancer 13(11):904–911
Fox S, Lyon D (2007) Symptom clusters and quality of life in survivors of ovarian cancer. Cancer Nurs 30(5):354–361
Chen M, Tseng H (2006) Symptom clusters in cancer patients. Support Care Cancer 14(8):825–830
Morgan AE, Lindley CM, Berry JI (1994) Assessment of pain and patterns of analgesic use in hospice patients. Am J Hosp Palliat Med 11(1):13,9 22
Portenoy R, Sibirceva U, Smout R, Horn S, Connor S, Blum R, et al. (2006) Opioid use and survival at the end of life: a survey of a hospice population. J Pain Symptom Manag 32(6):532–540
Bercovitch M, Adunsky A (2004) Patterns of high-dose morphine use in a home-care hospice service: should we be afraid of it? Cancer 101(6):1473–1477
Lundorff L, Peuckmann V, Sjogren P (2008) Pain management of opioid-treated cancer patients in hospital settings in Denmark. Acta Anaesthesiol Scand 52(1):137–142
Barsevick A, Whitmer K, Nail L, Beck S, Dudley W (2006) Symptom cluster research: conceptual, design, measurement, and analysis issues. J Pain Symptom Manag 31(1):85–95
Acknowledgments
Grant Number 1F31NR010048 from the National Institutes of Health, National Institute of Nursing Research, supported this publication. Grant Number R01 NR009092 from the National Institutes of Health, National Institute of Nursing Research, supported data collection and P30 NR010680 supported manuscript preparation. Its contents are solely the responsibility of the authors and do not represent the official views of the National Institute of Nursing Research. The final peer-reviewed manuscript is subject to the National Institutes of Health Public Access Policy.
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Stapleton, S.J., Holden, J., Epstein, J. et al. Symptom clusters in patients with cancer in the hospice/palliative care setting. Support Care Cancer 24, 3863–3871 (2016). https://doi.org/10.1007/s00520-016-3210-6
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DOI: https://doi.org/10.1007/s00520-016-3210-6