Identification of distinct subgroups of breast cancer patients based on self-reported changes in sleep disturbance

Supportive Care in Cancer

Volumn 20, Issue 10, 2012, Pages 2611-2619

  Onselen, Christina Van ^a   Cooper, Bruce A ^a   Lee, Kathryn ^a   Dunn, Laura ^b   Aouizerat, Bradley E ^a   West, Claudia ^a   Dodd, Marylin ^a   Paul, Steven ^a   Miaskowski, Christine ^a  

^a UNIVERSITY OF CALIFORNIA   (United States)

^b UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

Anxiety; Attentional fatigue; Breast cancer; Depression; Fatigue; Growth mixture modeling; Latent class analysis; Sleep disturbance

Indexed keywords

ADULT; AGE DISTRIBUTION; ANXIETY; ARTICLE; BREAST CANCER; BREAST RECONSTRUCTION; COMORBIDITY; DEPRESSION; FATIGUE; FEMALE; FUNCTIONAL STATUS; HOT FLUSH; HUMAN; MAJOR CLINICAL STUDY; MASTECTOMY; PATIENT IDENTIFICATION; PRIORITY JOURNAL; SELF REPORT; SLEEP DISORDER;

ADULT; AGED; BREAST NEOPLASMS; FEMALE; HUMANS; MASTECTOMY; MIDDLE AGED; MODELS, THEORETICAL; SELF REPORT; SLEEP DISORDERS;

EID: 84868509242     PISSN: 09414355     EISSN: 14337339     Source Type: Journal    
DOI: 10.1007/s00520-012-1381-3     Document Type: Article

References (56)

1. Ancoli-Israel S, Liu L, Marler MR, Parker BA, Jones V, Sadler GR, Dimsdale J, Cohen-Zion M, Fiorentino L (2006) Fatigue, sleep, and circadian rhythms prior to chemotherapy for breast cancer. Support Care Cancer 14:201-209 (Pubitemid 43247923)
2. Beck SL, Berger AM, Barsevick AM, Wong B, Stewart KA, Dudley WN (2010) Sleep quality after initial chemotherapy for breast cancer. Support Care Cancer 18:679-689
3. Berger AM, Farr L (1999) The influence of daytime inactivity and nighttime restlessness on cancer-related fatigue. Oncol Nurs Forum 26:1663-1671
4. Berger AM, Higginbotham P (2000) Correlates of fatigue during and following adjuvant breast cancer chemotherapy: a pilot study. Oncol Nurs Forum 27:1443-1448
5. Bieling PJ, Antony MM, Swinson RP (1998) The State-Trait Anxiety Inventory, Trait version: structure and content reexamined. Behav Res Ther 36:777-788 (Pubitemid 28339797)
6. Bower JE (2008) Behavioral symptoms in patients with breast cancer and survivors. J Clin Oncol 26:768-777 (Pubitemid 351264390)
7. 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 29:3517-3522
8. Brunner F, Bachmann LM, Weber U, Kessels AG, Perez RS, Marinus J, Kissling R (2008) Complex regional pain syndrome 1-the Swiss cohort study. BMC Musculoskelet Disord 9:92
9. Celeux G, Soromenho G (1996) An entropy criterion for assessing the number of clusters in a mixture model. J Classif 13:195-212
10. Chen ML, Yu CT, Yang CH (2008) Sleep disturbances and quality of life in lung cancer patients undergoing chemotherapy. Lung Cancer 62:391-400
11. Cimprich B (1992) Attentional fatigue following breast cancer surgery. Res Nurs Health 15:199-207
12. Cimprich B (1999) Pretreatment symptom distress in women newly diagnosed with breast cancer. Cancer Nurs 22:185-194 (Pubitemid 29354720)
13. Colagiuri B, Christensen S, Jensen AB, Price MA, Butow PN, Zachariae R (2011) Prevalence and predictors of sleep difficulty in a national cohort of women with primary breast cancer three to four months postsurgery. J Pain Symptom Manage 42:710-720
14. Couzi RJ, Helzlsouer KJ, Fetting JH (1995) Prevalence of menopausal symptoms among women with a history of breast cancer and attitudes toward estrogen replacement therapy. J Clin Oncol 13:2737-2744
15. Dhruva A, Dodd M, Paul SM, Cooper BA, Lee K, West C, Aouizerat BE, Swift PS, Wara W, Miaskowski C (2010) Trajectories of fatigue in patients with breast cancer before, during, and after radiation therapy. Cancer Nurs 33:201-212
16. Dodd MJ, Cho MH, Cooper BA, Miaskowski C (2010) The effect of symptom clusters on functional status and quality of life in women with breast cancer. Eur J Oncol Nurs 14:101-110
17. Dodd MJ, Cho MH, Cooper BA, Petersen J, Bank KA, Lee KA, Miaskowski C (2011) Identification of latent classes in patients who are receiving biotherapy based on symptom experience and its effect on functional status and quality of life. Oncol Nurs Forum 38:33-42
18. Dow KH, Ferrell BR, Leigh S, Ly J, Gulasekaram P (1996) An evaluation of the quality of life among long-term survivors of breast cancer. Breast Cancer Res Treat 39:261-273 (Pubitemid 26278941)
19. Dunn LB, Cooper BA, Neuhaus J, West C, Paul S, Aouizerat B, Abrams G, Edrington J, Hamolsky D, Miaskowski C (2011) Identification of distinct depressive symptom trajectories in women following surgery for breast cancer. Health Psychol 30:683-692
20. Eaton LH, Tipton JM (2009) Putting evidence into practice: improving oncology patient outcomes. Oncology Nursing Society, Pittsburgh
21. Ferrell BR, Dow KH, Grant M (1995) Measurement of the quality of life in cancer survivors. Qual Life Res 4:523-531
22. Fiorentino L, Ancoli-Israel S (2006) Insomnia and its treatment in women with breast cancer. Sleep Med Rev 10:419-429 (Pubitemid 44810065)
23. Fletcher BS, Paul SM, Dodd MJ, Schumacher K, West C, Cooper B, Lee K, Aouizerat B, Swift P, Wara W, Miaskowski CA (2008) Prevalence, severity, and impact of symptoms on female family caregivers of patients at the initiation of radiation therapy for prostate cancer. J Clin Oncol 26:599-605 (Pubitemid 351264354)
24. Foley KA, Sarsour K, Kalsekar A, Walsh JK (2010) Subtypes of sleep disturbance: associations among symptoms, comorbidities, treatment, and medical costs. Behav Sleep Med 8:90-104
25. Garrett K, Dhruva A, Koetters T, West C, Paul SM, Dunn LB, Aouizerat BE, Cooper BA, Dodd M, Lee K, Wara W, Swift P, Miaskowski C (2011) Differences in sleep disturbance and fatigue between patients with breast and prostate cancer at the initiation of radiation therapy. J Pain Symptom Manage 42:239-250
26. Jacobsen PB, Hann DM, Azzarello LM, Horton J, Balducci L, Lyman GH (1999) Fatigue in women receiving adjuvant chemotherapy for breast cancer: characteristics, course, and correlates. J Pain Symptom Manage 18:233-242 (Pubitemid 29469701)
27. Jung T, Wickrama KAS (2008) An introduction to latent class growth analysis and growth mixture modeling. Soc Persona Psychol Compass 2:302-317
28. Karnofsky D, Abelmann WH, Craver LV, Burchenal JH (1948) The use of nitrogen mustards in the palliative treatment of carcinoma. Cancer 1:634-656
29. Kennedy BL, Schwab JJ, Morris RL, Beldia G (2001) Assessment of state and trait anxiety in subjects with anxiety and depressive disorders. Psychiatr Q 72:263-276 (Pubitemid 33744598)
30. Kim HJ, Barsevick AM, Tulman L, McDermott PA (2008) Treatment-related symptom clusters in breast cancer: a secondary analysis. J Pain Symptom Manage 36:468-479
31. Kim KH, Lee KA (2009) Sleep and fatigue symptoms in women before and 6 weeks after hysterectomy. J Obstet Gynecol Neonatal Nurs 38:344-352
32. Lee KA, Hicks G, Nino-Murcia G (1991) Validity and reliability of a scale to assess fatigue. Psychiatr Res 36:291-298
33. Liu L, Fiorentino L, Natarajan L, Parker BA, Mills PJ, Sadler GR, Dimsdale JE, Rissling M, He F, Ancoli-Israel S (2009) Pretreatment symptom cluster in breast cancer patients is associated with worse sleep, fatigue and depression during chemotherapy. Psychooncology 18:187-194
34. Merriman JD, Dodd M, Lee K, Paul SM, Cooper BA, Aouizerat BE, Swift PS, Wara W, Dunn L, Miaskowski C (2011) Differences in self-reported attentional fatigue between patients with breast and prostate cancer at the initiation of radiation therapy. Cancer Nurs 34:345-353
35. Miaskowski C, Cooper BA, Paul SM, Dodd M, Lee K, Aouizerat BE, West C, Cho M, Bank A (2006) Subgroups of patients with cancer with different symptom experiences and quality-of-life outcomes: a cluster analysis. Oncol Nurs Forum 33:E79-89
36. Miaskowski C, Lee KA (1999) Pain, fatigue, and sleep disturbances in oncology outpatients receiving radiation therapy for bone metastasis: a pilot study. J Pain Symptom Manage 17:320-332 (Pubitemid 29239524)
37. Muthen BO (2002) Beyond SEM: general latent variable modeling. Behaviormetrika 29:81-117
38. Muthen BO (2004) Latent variable analysis: growth mixture modeling and related techniques for longitudinal data. In: Kaplan DW (ed) Handbook of quantitative methodology for the social sciences. Sage Publications, Newbury Park, pp 345-368
39. Muthen LK, Muthen BO (1998-2000) Mplus user's guide, 6th edn. Muthen & Muthen, Los Angeles
40. Nylund KL, Asparouhov T, Muthen BO (2007) Deciding on the number of classes in latent class analysis and growth mixture modeling: a Monte Carlo simulation study. Struct Equ Model 14:535-569
41. Payne J, Piper B, Rabinowitz I, Zimmerman B (2006) Biomarkers, fatigue, sleep, and depressive symptoms in women with breast cancer: a pilot study. Oncol Nurs Forum 33:775-783
42. Pud D, Ben Ami S, Cooper BA, Aouizerat BE, Cohen D, Radiano R, Naveh P, Nikkhou-Abeles R, Hagbi V, Kachta O, Yaffe A, Miaskowski C (2008) The symptom experience of oncology outpatients has a different impact on quality-of-life outcomes. J Pain Symptom Manage 35:162-170
43. Radloff LS (1977) The CES-D Scale: a self-report depression scale for research in the general population. Appl PsycholMeas 1:385-401
44. Sangha O, Stucki G, Liang MH, Fossel AH, Katz JN (2003) The Self-Administered Comorbidity Questionnaire: a new method to assess comorbidity for clinical and health services research. Arthritis Rheum 49:156-163 (Pubitemid 36418272)
45. Savard J, Davidson JR, Ivers H, Quesnel C, Rioux D, Dupere V, Lasnier M, Simard S, Morin CM (2004) The association between nocturnal hot flashes and sleep in breast cancer survivors. J Pain Symptom Manage 27:513-522 (Pubitemid 38686410)
46. Savard J, Ivers H, Villa J, Caplette-Gingras A, Morin CM (2011) Natural course of insomnia comorbid with cancer: an 18-month longitudinal study. J Clin Oncol 29:3580-3586
47. Savard J, Liu L, Natarajan L, Rissling MB, Neikrug AB, He F, Dimsdale JE, Mills PJ, Parker BA, Sadler GR, Ancoli-Israel S (2009) Breast cancer patients have progressively impaired sleepwake activity rhythms during chemotherapy. Sleep 32:1155-1160
48. Savard J, Villa J, Ivers H, Simard S, Morin CM (2009) Prevalence, natural course, and risk factors of insomnia comorbid with cancer over a 2-month period. J Clin Oncol 27:5233-5239
49. Schafer JL, Graham JW (2002) Missing data: our view of the state of the art. Psychol Methods 7:147-177
50. Sheehan TJ, Fifield J, Reisine S, Tennen H (1995) The measurement structure of the Center for Epidemiologic Studies Depression Scale. J Pers Assess 64:507-521
51. Spielberger CG, Gorsuch RL, Suchene R, Vagg PR, Jacobs GA (1983) Manual for the state-anxiety (Form Y): self evaluation questionnaire. Consulting Psychologists Press, Palo Alto
52. SPSS (2010) IBM SPSS for Windows (version 19). SPSS, Inc., Chicago
53. Thomas KS, Bower J, Hoyt MA, Sepah S (2010) Disrupted sleep in breast and prostate cancer patients undergoing radiation therapy: the role of coping processes. Psychooncology 19:767-776
54. Tofighi D, Enders CK (2008) Identifying the correct number of classes in growth mixture models. Information Age Publishing, Charlotte
55. Vargas S, Wohlgemuth WK, Antoni MH, Lechner SC, Holley HA, Carver CS (2010) Sleep dysfunction and psychosocial adaptation among women undergoing treatment for non-metastatic breast cancer. Psychooncology 19:669-673
56. Wright CE, Schnur JB, Montgomery GH, Bovbjerg DH (2010) Psychological factors associated with poor sleep prior to breast surgery: an exploratory study. Behav Med 36:85-91