Identification of patient subgroups and risk factors for persistent arm/shoulder pain following breast cancer surgery
Introduction
Persistent pain following breast cancer surgery occurs in 25% to 60% of patients (Gartner et al., 2009). This pain problem is associated with mood disturbance, decrements in functional status, and decreases in quality of life (QOL) (Belfer et al., 2013, Stevens et al., 1995). However, in their recent review of persistent pain following breast cancer treatment, Andersen and Kehlet (2011) identified numerous limitations in the research studies done to date on this significant clinical problem. In addition to inconsistencies in the measurement of pain, only a limited number of studies have assessed for persistent pain in both the breast and shoulder/arm following breast cancer surgery.
In one of the earliest studies that compared occurrence rates based on anatomic site (Tasmuth et al., 1996), 10% of patients who underwent either mastectomy or breast conserving surgery reported pain in the ipsilateral arm. At one year, 39% of these patients reported persistent ipsilateral arm pain. Other studies have compared the prevalence of pain within the larger context of “arm and shoulder morbidities” in patients who had breast conserving surgery versus mastectomy (Carpenter et al., 1999, Nesvold et al., 2008, Vilholm et al., 2008); sentinel lymph node biopsy (SNLB) versus an axillary lymph node dissection (ALND) (Andersen et al., 2013, Brar et al., 2011, Haid et al., 2002, Langer et al., 2007, Ronka et al., 2005, Vilholm et al., 2008); and following receipt of radiation therapy (RT) (Deutsch and Flickinger, 2001, Hopwood et al., 2010, Vilholm et al., 2008). As noted by Andersen and Kehlet (2011), while the majority of studies reported no differences in arm pain between breast conserving surgery and mastectomy, these findings need to be interpreted with caution because the nociceptive effect of RT was not evaluated. In terms of SLNB versus ALND dissection, while inconsistent findings are noted in the literature, Andersen and Kehlet concluded that ALND is a risk factor for the development of persistent pain following breast cancer surgery.
Recently, our research group identified four subgroups of patients with distinct trajectories of persistent breast pain following breast cancer surgery (i.e., no (31.7%), mild (43.4%), moderate (13.3%), and severe (11.6%) pain) (Miaskowski et al., 2012). These subgroups differed on a number of demographic, preoperative, intraoperative, and postoperative characteristics. As part of our longitudinal study, separate assessments of arm/shoulder pain were done monthly for six months following surgery. These separate assessments of arm/shoulder versus breast pain were purposely designed to be comparable so that differences in persistent pain between the two distinct anatomic sites (e.g., different types of tissue at each site, different patterns of neural innervation) could be evaluated. Given that no studies were identified that evaluated for distinct subgroups and risk factors for persistent arm/shoulder pain following breast cancer surgery, the purposes of this prospective, longitudinal study, that recruited 398 women prior to surgery for breast cancer were to determine the prevalence of persistent pain in the arm/shoulder; characterize distinct persistent pain phenotype(s) using growth mixture modeling (GMM); and evaluate for differences among these pain classes in demographic, preoperative, intraoperative, and postoperative characteristics. In addition, differences in the severity of common symptoms and QOL outcomes measured prior to surgery, among the identified pain classes, were evaluated.
Section snippets
Methods
A detailed description of the methods are published elsewhere (McCann et al., 2012, Miaskowski et al., 2012). In this section, an abbreviated version of the methods is described.
GMM analysis
A total of 164 patients (41.6%; no pain class) did not report any arm/shoulder pain for any of the six assessments. In the remaining 230 patients, two distinct latent classes of persistent arm/shoulder pain were identified using GMM (Fig. 1). A two-class model was selected because its BIC was smaller than the three-class model. In addition, comparisons of the other fit indices supported the choice of the two class model (Table 1).
As shown in Table 2, the mild pain class (n = 93, 23.6%)
Discussion
This study is the first to use GMM to identify subgroups of patients with distinct persistent arm/shoulder pain trajectories following breast cancer surgery. In addition, a comprehensive list of demographic, preoperative, intraoperative, and postoperative characteristics was used to identify predictors of pain class membership. Over the six months of the study, 41.6% of the patients responded no to the question about having pain in their arm/shoulder. However, consistent with previous reports (
Funding source
This study was funded by grants from the National Cancer Institute (CA107091 and CA118658). Dr. Bradley Aouizerat was funded through the National Institutes of Health (NIH) Roadmap for Medical Research Grant (KL2 RR624130). Dr. Dunn received funding from the Mount Zion Health Fund. Dr. Christine Miaskowski is an American Cancer Society Clinical Research Professor. Dr. Dhruva is funded through NIH Mentored Patient-Oriented Research Career Development Award (K23 AT005340). Dr. Langford is
Conflict of interest and disclosures
There are no conflicts of interest to disclose.
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