Identification of patient subgroups and risk factors for persistent breast pain following breast cancer surgery

Journal of Pain

Volumn 13, Issue 12, 2012, Pages 1172-1187

  Miaskowski, Christine ^a   Cooper, Bruce ^a   Paul, Steven M ^a   West, Claudia ^a   Langford, Dale ^a   Levine, Jon D ^b   Abrams, Gary ^b   Hamolsky, Deborah ^b   Dunn, Laura ^b   Dodd, Marylin ^a   Neuhaus, John ^b   Baggott, Christina ^a   Dhruva, Anand ^b   Schmidt, Brian ^c   Cataldo, Janine ^a   Merriman, John ^a   Aouizerat, Bradley E ^a  

^a UNIVERSITY OF CALIFORNIA   (United States)

^b UNIVERSITY OF CALIFORNIA   (United States)

^c NEW YORK UNIVERSITY   (United States)

Author keywords

breast cancer surgery; Breast pain; growth mixture modeling; latent class analysis; persistent postsurgical pain; risk factors

Indexed keywords

ANXIETY; ARTICLE; BREAST CANCER; BREAST SURGERY; DEMOGRAPHY; DEPRESSION; DISEASE SEVERITY; FEMALE; HUMAN; INTRAOPERATIVE PERIOD; LYMPHEDEMA; MASTALGIA; NEUROPATHIC PAIN; PAIN ASSESSMENT; POSTOPERATIVE CARE; PREOPERATIVE PERIOD; QUALITY OF LIFE; RISK FACTOR; SLEEP DISORDER;

ADULT; AGED; BREAST NEOPLASMS; FEMALE; HUMANS; LONGITUDINAL STUDIES; MASTODYNIA; MIDDLE AGED; PAIN MEASUREMENT; PAIN, POSTOPERATIVE; PROSPECTIVE STUDIES; QUESTIONNAIRES; RISK FACTORS;

EID: 84870155433     PISSN: 15265900     EISSN: 15288447     Source Type: Journal    
DOI: 10.1016/j.jpain.2012.09.013     Document Type: Article

References (83)

1. E. Alves Nogueira Fabro, A. Bergmann, E.S.B. do Amaral, A.C. Padula Ribeiro, K. de Souza Abrahao, M.G. da Costa Leite Ferreira, R. de Almeida Dias, and L.C. Santos Thuler Post-mastectomy pain syndrome: Incidence and risks Breast 3 2012 321 325
2. K.G. Andersen, and H. Kehlet Persistent pain after breast cancer treatment: A critical review of risk factors and strategies for prevention J Pain 12 2011 725 746
3. P.J. Bieling, M.M. Antony, and R.P. Swinson The State-Trait Anxiety Inventory, Trait version: Structure and content re-examined Behav Res Ther 36 1998 777 788
4. S. Bruehl, J.W. Burns, and J.A. McCubbin Altered cardiovascular/pain regulatory relationships in chronic pain Int J Behav Med 5 1998 63 75
5. F. Brunner, L.M. Bachmann, U. Weber, A.G. Kessels, R.S. Perez, J. Marinus, and R. Kissling Complex regional pain syndrome 1-the Swiss cohort study BMC Musculoskelet Disord 9 2008 92
6. A. Butchart, E.A. Kerr, M. Heisler, J.D. Piette, and S.L. Krein Experience and management of chronic pain among patients with other complex chronic conditions Clin J Pain 25 2009 293 298
7. O. Caffo, M. Amichetti, A. Ferro, A. Lucenti, F. Valduga, and E. Galligioni Pain and quality of life after surgery for breast cancer Breast Cancer Res Treat 80 2003 39 48
8. S. Carney, T. Koetters, M. Cho, C. West, S.M. Paul, L. Dunn, B.E. Aouizerat, M. Dodd, B. Cooper, K. Lee, W. Wara, P. Swift, and C. Miaskowski Differences in sleep disturbance parameters between oncology outpatients and their family caregivers J Clin Oncol 29 2011 1001 1006
9. J.S. Carpenter, M.A. Andrykowski, P. Sloan, L. Cunningham, M.J. Cordova, J.L. Studts, P.C. McGrath, D. Sloan, and D.E. Kenady Postmastectomy/ postlumpectomy pain in breast cancer survivors J Clin Epidemiol 51 1998 1285 1292
10. J.S. Carpenter, M.A. Andrykowski, J. Wilson, L.A. Hall, M.K. Rayens, B. Sachs, and L.L. Cunningham Psychometrics for two short forms of the Center for Epidemiologic Studies-Depression Scale Issues Ment Health Nurs 19 1998 481 494
11. G. Celeux, and G. Soromenho An entropy criterion for assessing the number of clusters in a mixture model J Classif 13 1996 195 212
12. A. Cieza, S. Geyh, S. Chatterji, N. Kostanjsek, B.T. Ustun, and G. Stucki Identification of candidate categories of the International Classification of Functioning Disability and Health (ICF) for a Generic ICF Core Set based on regression modelling BMC Med Res Methodol 6 2006 36
13. M.A. Cimmino, C. Ferrone, and M. Cutolo Epidemiology of chronic musculoskeletal pain Best Pract Res Clin Rheumatol 25 2011 173 183
14. B. Cimprich Attentional fatigue following breast cancer surgery Res Nurs Health 15 1992 199 207
15. B. Cimprich, H. So, D.L. Ronis, and C. Trask Pre-treatment factors related to cognitive functioning in women newly diagnosed with breast cancer Psychooncology 14 2005 70 78
16. B. Cimprich, M. Visovatti, and D.L. Ronis The Attentional Function Index-a self-report cognitive measure Psychooncology 20 2011 194 202
17. A. Dhruva, M. Dodd, S.M. Paul, B.A. Cooper, K. Lee, C. West, B.E. Aouizerat, P.S. Swift, W. Wara, and C. Miaskowski Trajectories of fatigue in patients with breast cancer before, during, and after radiation therapy Cancer Nurs 33 2010 201 212
18. L. Diatchenko, A.D. Anderson, G.D. Slade, R.B. Fillingim, S.A. Shabalina, T.J. Higgins, S. Sama, I. Belfer, D. Goldman, M.B. Max, B.S. Weir, and W. Maixner Three major haplotypes of the beta2 adrenergic receptor define psychological profile, blood pressure, and the risk for development of a common musculoskeletal pain disorder Am J Med Genet B Neuropsychiatr Genet 141B 2006 449 462
19. L.B. Dunn, B.E. Aouizerat, B.A. Cooper, M. Dodd, K. Lee, C. West, S.M. Paul, W. Wara, P. Swift, and C. Miaskowski Trajectories of anxiety in oncology patients and family caregivers during and after radiation therapy Eur J Oncol Nurs 16 2012 1 9
20. L.B. Dunn, B.A. Cooper, J. Neuhaus, C. West, S. Paul, B. Aouizerat, G. Abrams, J. Edrington, D. Hamolsky, and C. Miaskowski Identification of distinct depressive symptom trajectories in women following surgery for breast cancer Health Psychol 30 2011 683 692
21. R.R. Edwards, D.M. Doleys, R.B. Fillingim, and D. Lowery Ethnic differences in pain tolerance: Clinical implications in a chronic pain population Psychosom Med 63 2001 316 323
22. R.R. Edwards, M. Moric, B. Husfeldt, A. Buvanendran, and O. Ivankovich Ethnic similarities and differences in the chronic pain experience: A comparison of african american, Hispanic, and white patients Pain Med 6 2005 88 98
23. K. Fecho, N.R. Miller, S.A. Merritt, N. Klauber-Demore, C.S. Hultman, and W.S. Blau Acute and persistent postoperative pain after breast surgery Pain Med 10 2009 708 715
24. B.R. Ferrell The impact of pain on quality of life. A decade of research Nurs Clin North Am 30 1995 609 624
25. B.R. Ferrell, K.H. Dow, and M. Grant Measurement of the quality of life in cancer survivors Qual Life Res 4 1995 523 531
26. B.S. Fletcher, S.M. Paul, M.J. Dodd, K. Schumacher, C. West, B. Cooper, K. Lee, B. Aouizerat, P. Swift, W. Wara, and C.A. Miaskowski 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 2008 599 605
27. K. Garrett, A. Dhruva, T. Koetters, C. West, S.M. Paul, L.B. Dunn, B.E. Aouizerat, B.A. Cooper, M. Dodd, K. Lee, W. Wara, P. Swift, and C. Miaskowski Differences in sleep disturbance and fatigue between patients with breast and prostate cancer at the initiation of radiation therapy J Pain Symptom Manage 42 2011 239 250
28. R. Gartner, M.B. Jensen, J. Nielsen, M. Ewertz, N. Kroman, and H. Kehlet Prevalence of and factors associated with persistent pain following breast cancer surgery JAMA 302 2009 1985 1992
29. C.L. Gay, K.A. Lee, and S.Y. Lee Sleep patterns and fatigue in new mothers and fathers Biol Res Nurs 5 2004 311 318
30. C.R. Green, S.K. Ndao-Brumblay, A.M. Nagrant, T.A. Baker, and E. Rothman Race, age, and gender influences among clusters of African American and white patients with chronic pain J Pain 5 2004 171 182
31. L. Guasti, D. Zanotta, A. Diolisi, D. Garganico, C. Simoni, G. Gaudio, A.M. Grandi, and A. Venco Changes in pain perception during treatment with angiotensin converting enzyme-inhibitors and angiotensin II type 1 receptor blockade J Hypertens 20 2002 485 491
32. T.F. Hack, L. Cohen, J. Katz, L.S. Robson, and P. Goss Physical and psychological morbidity after axillary lymph node dissection for breast cancer J Clin Oncol 17 1999 143 149
33. M.P. Jensen The validity and reliability of pain measures in adults with cancer J Pain 4 2003 2 21
34. J. Johansen, J. Overgaard, M. Blichert-Toft, and M. Overgaard Treatment of morbidity associated with the management of the axilla in breast-conserving therapy Acta Oncol 39 2000 349 354
35. T. Jung, and K.A.S. Wickrama An introduction to latent class growth analysis and growth mixture modeling Soc Personal Psychol Compass 2 2008 302 317
36. D. Karnofsky Performance scale 1977 Plenum Press New York, NY
37. D. Karnofsky, W.H. Abelmann, L.V. Craver, and J.H. Burchenal The use of nitrogen mustards in the palliative treatment of carcinoma Cancer 1 1948 634 656
38. B.L. Kennedy, J.J. Schwab, R.L. Morris, and G. Beldia Assessment of state and trait anxiety in subjects with anxiety and depressive disorders Psychiatr Q 72 2001 263 276
39. F. Kreuter, and B. Muthen Analyzing criminal trajectory profiles: Bridging multilevel and group-based approaches using growth mixture modeling J Quant Criminol 24 2008 1 31
40. A.B. Krueger, and A.A. Stone Assessment of pain: A community-based diary survey in the USA Lancet 371 2008 1519 1525
41. I. Kudel, R.R. Edwards, S. Kozachik, B.M. Block, S. Agarwal, L.J. Heinberg, J. Haythornthwaite, and S.N. Raja Predictors and consequences of multiple persistent postmastectomy pains J Pain Symptom Manage 34 2007 619 627
42. D.J. Langford, S.M. Paul, D. Tripathy, C. West, M.J. Dodd, K. Schumacher, and C. Miaskowski Trajectories of pain and analgesics in oncology outpatients with metastatic bone pain during participation in a psychoeducational intervention study to improve pain management J Pain 12 2011 652 666
43. K.A. Lee Self-reported sleep disturbances in employed women Sleep 15 1992 493 498
44. K.A. Lee, and J.F. DeJoseph Sleep disturbances, vitality, and fatigue among a select group of employed childbearing women Birth 19 1992 208 213
45. K.A. Lee, G. Hicks, and G. Nino-Murcia Validity and reliability of a scale to assess fatigue Psychiatry Res 36 1991 291 298
46. K.A. Lee, C.J. Portillo, and H. Miramontes The fatigue experience for women with human immunodeficiency virus J Obstet Gynecol Neonatal Nurs 28 1999 193 200
47. L. Macdonald, J. Bruce, N.W. Scott, W.C. Smith, and W.A. Chambers Long-term follow-up of breast cancer survivors with post-mastectomy pain syndrome Br J Cancer 92 2005 225 230
48. C.D. MacLean, B. Littenberg, and A.G. Kennedy Limitations of diabetes pharmacotherapy: Results from the Vermont Diabetes Information System study BMC Fam Pract 7 2006 50
49. W. Maixner, R. Fillingim, S. Kincaid, A. Sigurdsson, and M.B. Harris Relationship between pain sensitivity and resting arterial blood pressure in patients with painful temporomandibular disorders Psychosom Med 59 1997 503 511
50. C. Miaskowski, B.A. Cooper, S.M. Paul, M. Dodd, K. Lee, B.E. Aouizerat, C. West, M. Cho, and A. Bank Subgroups of patients with cancer with different symptom experiences and quality-of-life outcomes: A cluster analysis Oncol Nurs Forum 33 2006 E79 E89
51. C. Miaskowski, and K.A. Lee Pain, fatigue, and sleep disturbances in oncology outpatients receiving radiation therapy for bone metastasis: A pilot study J Pain Symptom Manage 17 1999 320 332
52. C. Miaskowski, S.M. Paul, B.A. Cooper, K. Lee, M. Dodd, C. West, B.E. Aouizerat, P.S. Swift, and W. Wara Trajectories of fatigue in men with prostate cancer before, during, and after radiation therapy J Pain Symptom Manage 35 2008 632 643
53. B. Muthen, and L.K. Muthen Integrating person-centered and variable-centered analyses: Growth mixture modeling with latent trajectory classes Alcohol Clin Exp Res 24 2000 882 891
54. B.O. Muthen Beyond SEM: General latent variable modeling Behaviormetrika 29 2002 81 117
55. B.O. Muthen Latent variable analysis: Growth mixture modeling and related techniques for longitudinal data D.W. Kaplan, Handbook of Quantitative Methodology for the Social Sciences 2004 Sage Publications Newbury Park, CA 345 368
56. L.K. Muthen, and B.O. Muthen Mplus User's Guide 1998-2010 Muthen & Muthen Los Angeles, CA
57. K.L. Nylund, T. Asparouhov, and B.O. Muthen Deciding on the number of classes in latent class analysis and growth mixture modeling: A Monte Carlo simulation study Struct Equ Modeling 14 2007 535 569
58. G.V. Padilla, B. Ferrell, M.M. Grant, and M. Rhiner Defining the content domain of quality of life for cancer patients with pain Cancer Nurs 13 1990 108 115
59. G.V. Padilla, C. Presant, M.M. Grant, G. Metter, J. Lipsett, and F. Heide Quality of life index for patients with cancer Res Nurs Health 6 1983 117 126
60. L. Palmlof, E. Skillgate, L. Alfredsson, E. Vingard, C. Magnusson, M. Lundberg, and L.W. Holm Does income matter for troublesome neck pain? A population-based study on risk and prognosis J Epidemiol Community Health 11 2012 1063 1070
61. V. Peuckmann, O. Ekholm, N.K. Rasmussen, M. Groenvold, P. Christiansen, S. Moller, J. Eriksen, and P. Sjogren Chronic pain and other sequelae in long-term breast cancer survivors: Nationwide survey in Denmark Eur J Pain 13 2009 478 485
62. E.L. Poleshuck, J. Katz, C.H. Andrus, L.A. Hogan, B.F. Jung, D.I. Kulick, and R.H. Dworkin Risk factors for chronic pain following breast cancer surgery: A prospective study J Pain 7 2006 626 634
63. R.K. Portenoy, C. Ugarte, I. Fuller, and G. Haas Population-based survey of pain in the United States: Differences among white, African American, and Hispanic subjects J Pain 5 2004 317 328
64. L.S. Radloff The CES-D Scale: A self-report depression scale for research in the general population Appl Psychol Meas 1 1977 385 401
65. E.L. Ribom, K. Piehl-Aulin, S. Ljunghall, O. Ljunggren, and T. Naessen Six months of hormone replacement therapy does not influence muscle strength in postmenopausal women Maturitas 42 2002 225 231
66. K.J. Rothman No adjustments are needed for multiple comparisons Epidemiology 1 1990 43 46
67. O. Sangha, G. Stucki, M.H. Liang, A.H. Fossel, and J.N. Katz The Self-Administered Comorbidity Questionnaire: A new method to assess comorbidity for clinical and health services research Arthritis Rheum 49 2003 156 163
68. J.L. Schafer, and J.W. Graham Missing data: Our view of the state of the art Psychol Methods 7 2002 147 177
69. T.J. Sheehan, J. Fifield, S. Reisine, and H. Tennen The measurement structure of the Center for Epidemiologic Studies Depression Scale J Pers Assess 64 1995 507 521
70. S.K. Smith, S. Zimmerman, C.S. Williams, and B.J. Zebrack Health status and quality of life among non-Hodgkin lymphoma survivors Cancer 115 2009 3312 3323
71. W.C. Smith, D. Bourne, J. Squair, D.O. Phillips, and W.A. Chambers A retrospective cohort study of post mastectomy pain syndrome Pain 83 1999 91 95
72. C.G. Spielberger, R.L. Gorsuch, R. Suchene, P.R. Vagg, and G.A. Jacobs Manual for the State-Anxiety (Form Y): Self Evaluation Questionnaire 1983 Consulting Psychologists Press Palo Alto, CA
73. D.C. Spijkerman, C.J. Snijders, T. Stijnen, and G.J. Lankhorst Standardization of grip strength measurements. Effects on repeatability and peak force Scand J Rehabil Med 23 1991 203 206
74. SPSS IBM SPSS for Windows (Version 19) 2010 SPSS, Inc. Chicago, IL
75. M.A. Steegers, B. Wolters, A.W. Evers, L. Strobbe, and O.H. Wilder-Smith Effect of axillary lymph node dissection on prevalence and intensity of chronic and phantom pain after breast cancer surgery J Pain 9 2008 813 822
76. P.E. Stevens, S.L. Dibble, and C. Miaskowski Prevalence, characteristics, and impact of postmastectomy pain syndrome: An investigation of women's experiences Pain 61 1995 61 68
77. K.K. Swenson, M.J. Nissen, C. Ceronsky, L. Swenson, M.W. Lee, and T.M. Tuttle Comparison of side effects between sentinel lymph node and axillary lymph node dissection for breast cancer Ann Surg Oncol 9 2002 745 753
78. T. Tasmuth, K. von Smitten, P. Hietanen, M. Kataja, and E. Kalso Pain and other symptoms after different treatment modalities of breast cancer Ann Oncol 6 1995 453 459
79. T. Tasmuth, K. von Smitten, and E. Kalso Pain and other symptoms during the first year after radical and conservative surgery for breast cancer Br J Cancer 74 1996 2024 2031
80. D. Tofighi, and C.K. Enders Identifying the correct number of classes in growth mixture models 2008 Information Age Publishing Charlotte, NC
81. I. Utne, C. Miaskowski, K. Bjordal, S.M. Paul, G. Jakobsen, and T. Rustoen Differences in the use of pain coping strategies between oncology inpatients with mild vs. moderate to severe pain J Pain Symptom Manage 38 2009 717 726
82. C. Van Onselen, B.A. Cooper, K. Lee, L. Dunn, B.E. Aouizerat, C. West, M. Dodd, S. Paul, and C. Miaskowski Identification of distinct subgroups of breast cancer patients based on self-reported changes in sleep disturbance Support Care Cancer 2012 Jan 31 [Epub ahead of print]
83. O.J. Vilholm, S. Cold, L. Rasmussen, and S.H. Sindrup The postmastectomy pain syndrome: An epidemiological study on the prevalence of chronic pain after surgery for breast cancer Br J Cancer 99 2008 604 610