Background

The goal of this study was to detect the predictors of chronic pain at 6 months after thoracic surgery from a comprehensive evaluation of demographic, psychosocial, and surgical factors.

Methods

Thoracic surgery patients were enrolled 1 week before surgery and followed up 6 months postsurgery in this prospective, observational study. Comprehensive psychosocial measurements were assessed before surgery. The presence and severity of pain were assessed at 3 and 6 months after surgery. One hundred seven patients were assessed during the first 3 days after surgery, and 99 (30 thoracotomy and 69 video-assisted thoracoscopic surgery, thoracoscopy) patients completed the 6-month follow-up. Patients with versus without chronic pain related to thoracic surgery at 6 months were compared.

Results

Both incidence (P = 0.37) and severity (P = 0.97) of surgery-related chronic pain at 6 months were similar after thoracotomy (33%; 95% CI, 17 to 53%; 3.3 ± 2.1) and thoracoscopy (25%; 95% CI, 15 to 36%; 3.3 ± 1.7). Both frequentist and Bayesian multivariate models revealed that the severity of acute pain (numerical rating scale, 0 to 10) is the measure associated with chronic pain related to thoracic surgery. Psychosocial factors and quantitative sensory testing were not predictive.

Conclusions

There was no difference in the incidence and severity of chronic pain at 6 months in patients undergoing thoracotomy versus thoracoscopy. Unlike other postsurgical pain conditions, none of the preoperative psychosocial measurements were associated with chronic pain after thoracic surgery.

What We Already Know about This Topic
  • Chronic pain after thoracic surgery is common

  • Both psychosocial measures and quantitative sensory testing results have been proposed as factors predictive of chronic pain after other types of surgery

What This Article Tells Us That Is New
  • In a study of 107 patients undergoing thoracotomy and thoracoscopy, the incidence and severity of pain 6 months after surgery were similar

  • Acute postoperative pain was the strongest predictor of pain at 6 months

CHRONIC pain is the most common symptom for which patients seek medical care (26% in the United States),1,2  and surgery is the cause of chronic pain for 22.5% of these patients.3  The International Association for the Study of Pain (Washington, D.C.) defines chronic postsurgical pain as pain persisting at least 3 months after surgery.4 

Despite advances in medical care, meta-analyses of prospective studies on chronic pain at 3 months (17 studies; 1,439 patients) and 6 months (15 studies; 1,354 patients) after thoracotomy demonstrate that the incidence of chronic pain at 3 and 6 months after thoracotomy were 57% (95% CI, 51 to 64%) and 47% (95% CI, 39 to 56%), respectively.5  A few studies evaluated results for chronic pain after video-assisted thoracic surgery ([VATS], thoracoscopy)5,6 ; however, the data were not sufficient to summarize.

The goal of this study was to detect the predictors of chronic pain at 6 months after thoracic surgery, both from thoracotomy and VATS, from a comprehensive evaluation of demographic, psychosocial, and surgical factors. Our hypothesis was that the chronic pain related to thoracic surgery is not only related to surgery- and anesthesia-related factors, but also associated with psychosocial measures assessed before the surgery. The primary outcome of the current study was the presence of chronic pain (yes/no) at 6 months after thoracic surgery. This is the primary analysis of this prospective, observational study.

Study Design and Subjects

This prospective, observational study was approved by the University of Iowa (Iowa City, Iowa) Institutional Review Board (201202796). Thoracic surgery patients were recruited from the University of Iowa Hospitals and Clinics and the Iowa City Veterans Affairs Medical Center, both located in Iowa City, Iowa. The Iowa City Veterans Affairs Medical Center thoracic surgery clinic was staffed by the University of Iowa Hospitals and Clinics thoracic surgery clinic, and patient care was similar in these two hospitals. Patients were approached for consent during their preoperative visit approximately 1 week before their thoracic surgery.

To be eligible, patients must have spoken English, been 18 to 80 yr old, and been scheduled for thoracic surgery. The surgical procedures included thoracotomy; pneumonectomy; removal of lung other than bilobectomy, pneumonectomy, completion pneumonectomy, sleeve lobectomy, and segmentectomy; single- or multiple-wedge resection; or thoracoscopy with excision-plication of bullae, with lobectomy, with partial or total pulmonary decortication, or with wedge resection of lung. Patients with limitations of self-expression or visual dysfunction or having emergency surgery, a severe psychiatric illness, or chronic pain problems in the chest area for longer than 2 months before the thoracic surgery were excluded. Pregnant women and prisoners were also excluded.

Preoperative Psychosocial Assessments

After informed consent, the research nurse asked patients to complete five computer-adaptive Patient-Reported Outcomes Measurement Information System (PROMIS)7  questionnaires for (1) anxiety (PROMIS Bank v1.0: anxiety); (2) depression (PROMIS Bank v1.0: depression); (3) physical role function (PROMIS Bank v1.0: physical function); (4) fatigue (PROMIS Bank v1.0: fatigue); and (5) sleep disturbance (PROMIS Bank v1.0: sleep disturbance). These computer-adaptive questionnaires contain a large collection of items measuring one characteristic; each subsequent question is chosen depending on the patient’s responses to previous queries, thus limiting the number of questions to approximately six per questionnaire. The results of the PROMIS questionnaires are presented as standardized T scores with a mean of 50 and an SD of 10. Therefore, a patient with a physical function T score of 40 is 1 SD below the U.S. general population mean.8  Patients then completed three additional computer questionnaires examining (1) posttraumatic stress disorder (Post-traumatic Stress Disorder CheckList—Civilian Version9 ), (2) catastrophizing (Pain Catastrophizing Scale10 ), and (3) psychologic acceptance (Acceptance and Action Questionnaire II [higher scores indicate greater emotional distress]11 ).

Preoperative Pain Assessments

During the preoperative visit, patients were asked to rate their current pain at rest using the numerical rating scale (NRS, 0 to 10) based on the following question: “Please rate your current pain at rest by indicating the number that best describes your pain where 0 means no pain and 10 is the worst imaginable pain.” Next, we asked patients to cough strongly two times and rate pain with coughing using the NRS (0 to 10) by asking “Please rate your current pain during coughing by indicating the number that best describes your pain where 0 means no pain and 10 is the worst imaginable pain.” In addition, they were asked to rate their average expected postoperative pain severity for each of their first 3 postoperative days (NRS, 0 to 10; “Please rate your expected average pain on day 1 [2 or 3] after surgery”). Severities of pain are reported as overall NRS when it includes all patients’ assessments even if pain severities were 0 (zero).

Quantitative Sensory Testing

Preoperative pain threshold to cold was measured by the Thermal Sensory Analyzer-II (Medoc Inc., Israel) via 30 × 30 mm contact thermode. During this procedure, a probe starting from 30°C (86°F) was applied to the forearm and the temperature was decreased by 1°C/s (1.8°F/s) increments until the patient experiences pain. The patient was asked to click a button when the nonpainful cold sensation changes to a painful cold sensation. At this time, the temperature of the probe returned to 30°C (86°F). If the patient did not stop the test, the lowest temperature reached would be 10°C (50°F), and at that time, the temperature rapidly returns to 30°C (86°F). This process was repeated three times, and the average of three measurements (°C) was presented as the pain threshold to cold.

Pain magnitude to suprathreshold cold was estimated in terms of an NRS (0 to 10). This time, the thermal testing device cooled to 10°C (50 °F) and stayed at that temperature for 15 s. At the end of the 15 s, patients were asked to rate their pain in terms of the NRS (0 to 10). This process was repeated three times, and the average of three measurements (NRS) was presented as the pain magnitude to suprathreshold cold.

Anesthesia and Surgery

The type of surgery was determined by surgeons based on their usual practice. Surgeons and anesthesiologists performed their usual intraoperative care. The usual postoperative pain management for patients undergoing VATS was patient-controlled analgesia using hydromorphone or morphine. Generally, when patients tolerated oral nutrition, oral opioid pain medications were initiated. For open thoracotomy, unless contraindicated, a thoracic epidural catheter was placed at approximately T5 to T6, and 0.05 or 0.10% bupivacaine was infused at 8 to 14 ml/h as tolerated, based on blood pressure and pain scores.12  Patient-controlled analgesia was utilized for rescue in patients receiving epidural local analgesia. If converted from VATS to open thoracotomy, a patient was given patient-controlled analgesia and offered thoracic epidural analgesia in the recovery room or on postoperative day 1. Postoperative opioid analgesic use during the first 24 h was recorded in oral morphine equivalents.

Electronic Medical Records

Age, American Society of Anesthesiologists physical status (general medical condition), preexisting medical conditions, preoperative opioid usage, preoperative radiation or chemotherapy within 6 weeks of the surgery, duration and type of surgery, postoperative analgesic use, and postoperative radiation or chemotherapy within 6 months after surgery were obtained from the electronic medical records.

First 3 Postoperative Days

Research assistants visited patients during the first 3 days after surgery to collect the severity of average pain during the previous 24 h (NRS, 0 to 10; “Please rate your pain by indicating the number that best describes your pain on average in the last 24 h”) and the number of chest tubes present for each day. The chest tube management was at the discretion of the surgical team, and it was counted present if the patient had a chest tube at 6:00 am that day. When patients were discharged during the weekend, the data collection form to measure the severity of average pain during the previous 24 h and the number of chest tubes present for each day for the first 3 postoperative days was sent with the patient with a stamped return envelope.

Follow-up Assessment

At 3 and 6 months after thoracic surgery, patients were mailed three questionnaires. The intensity of their average pain during the previous week (NRS, 0 to 10) was assessed based on the following question: “Please rate your thoracic surgery pain only by indicating the number that best describes your pain on average in the last 1 week using the NRS (0 to 10; 0 = no pain and 10 = worst possible pain).” Forms for physical functioning and chronic pain acceptance questionnaires13  were also sent. In addition, the presence of pain from thoracic surgery and extent of pain limiting daily activities were identified by telephone interview with the following questions: (1) “Do you currently have pain related to your thoracic surgery?”; and (2) “Does the pain limit your daily activities?” (yes/no).

Statistical Analyses

The primary outcome variable and the statistical analysis plan were defined before data collection. The primary outcome variable of the study is chronic pain related to thoracic surgery at 6 months after surgery, based on the following question: “Do you currently have pain related to your thoracic surgery?” Those patients with chronic pain related to thoracic surgery at 6 months after surgery were compared to those patients without such pain at that time.

The two-sided 95% CI for the incidence of chronic pain related to thoracic surgery at 6 months after surgery was calculated according to Clopper and Pearson.14 

The normality of the continuous data was statistically tested by the Shapiro–Wilk test and by examining the quantile–quantile plot. Normally distributed continuous variables were presented as mean ± SD and univariately compared using a two-sample Student’s t test. When the distribution was not normal, median along with the first (Q25) and third (Q75) quartiles was presented and the groups were compared using a Wilcoxon rank sum test. Categorical data were presented as frequency and percentage and were statistically tested using the chi-square test or the Fisher exact test, where appropriate. Those subjects with any response to the phone interview at 6 months were included in the analyses. Missing data points were not imputed. Analyses of repeated measures were performed with mixed-effects models with unstructured covariance structures.

Univariate and multivariate statistical analyses are performed with both traditional frequentist and Bayesian analyses. In Bayesian analyses, unknown parameters are random variables and therefore prior probability distributions should be defined. The Bayesian model combines the prior distribution with data and produces a posterior distribution. Inferences are made from the posterior distribution. Prior distributions used for the overall mean and the coefficients for the fixed-effect terms such as severity of acute pain and the presence of preoperative pain at rest were assumed normal, as usual for these types of analyses, and were not very informative (Supplemental Digital Content 1, Appendix, https://links.lww.com/ALN/B387).

Those covariates with a univariate P < 0.20 were examined in the frequentist multivariate model. The corresponding Bayesian analog for the P = 0.20 is to examine whether the 80% two-sided posterior credible interval of the slope term excludes zero. This enables us to work with a smaller subset of the covariates that are most likely to be significant in the multivariate model. The covariates considered for the frequentist and Bayesian multivariate models were age at surgery, preoperative pain at rest (or preoperative pain with coughing), preoperative opioid usage, average expected pain severity, any chest tube on day 3 (D3) after surgery, severity of acute postoperative pain during the first 3 days after surgery, standardized sleep disturbance score, and the pain catastrophizing scale total score.

A model with all potential covariates can be written as follows:

formula

where μ is the intercept in the logit scale and β1 to β8 are coefficients to adjust for the potential model covariates that were introduced before. Note that, since preoperative pain with coughing and preoperative pain at rest are correlated (weighted κ = 0.47; P < 0.0001), we separately examined these two variables in the model.

Those covariates with multivariate P < 0.01 were included in the final multivariate models. Backward model selection techniques were applied to find the most parsimonious model. Models were compared with a stepwise approach based on their Akaike Information Criterion15  for frequentist models and Deviance Information Criterion16  for Bayesian models. Relative risks and associated 99% CI and credible intervals were provided for key covariates of chronic pain. Relative risk estimates and associated confidence or credible intervals were calculated using the modified Poisson regression approach17–19  for the frequentist multivariate model and using the log-binomial model20  for the Bayesian multivariate model. Sensitivity to prior distributions was examined to test the robustness of the model for Bayesian models.

The goodness of fit of the final multivariate logistic regression model was evaluated by the Hosmer–Lemeshow test,21  where P < 0.05 indicates lack of fit. The area under the receiver operating characteristics curve (C statistic) for the multivariate logistic regression model was provided.

The sample size of the study was assessed based on the logistical challenges, instead of a priori power calculations, in this study. The main goal of the study was to collect preliminary data for a future larger study. We aimed to have complete data from 100 patients in this prospective longitudinal study.

Frequentist analyses were performed using SAS 9.4 software (SAS Institute, USA). Plots were created using SigmaPlot version 12.5 (Systat Software, USA) and R version 3.2.5 (The R Foundation, https://www.R-project.org/).22  Bayesian analysis were performed in WinBUGS 1.4.3 software (Imperial College and Medical Research Council, United Kingdom).23  WinBUGS uses Markov chain Monte Carlo methods. To represent the extreme regions of the parameter space, three parallel chains of equal lengths with disperse initial values were used in WinBUGS analyses. Convergence was judged by Brooks–Gelman–Rubin diagnostics plots,24  density and history plots, and autocorrelations. Bayesian results were based on 5,000 iterations after a burn-in period of 5,000 iterations in each chain.

Four hundred ninety patients were screened between March 8, 2013, and December 21, 2015. From these, 124 patients were consented and 107 patients were assessed during the first 3 days after surgery. One hundred two patients completed the follow-up interviews at 3 months, and 99 patients completed the follow-up interviews at 6 months (fig. 1). From these, 30 patients had thoracotomy (19 scheduled for thoracotomy and 11 converted from VATS) and 69 patients had VATS. Two surgeons (K.R.P. and J.K.) performed 74% of the operations. Data from 99 patients with 6-month follow-up are presented.

Fig. 1.

Flowchart of patients. VATS = video-assisted thoracic surgery.

Fig. 1.

Flowchart of patients. VATS = video-assisted thoracic surgery.

Close modal

Acute and Chronic Pain: Thoracotomy Versus VATS

The overall NRS during the acute postoperative period for all patients is plotted from the preoperative period to the 3rd postoperative day in figure 2 for both thoracotomy and VATS patients. There were no differences between the average NRS preoperatively and for the 3 days after surgery in thoracotomy patients compared to patients undergoing VATS.

Fig. 2.

Numerical rating scale (NRS, 0 to 10) for patients during the 6 months of the study separately for thoracotomy versus video-assisted thoracic surgery (VATS) patients. Note that those patients with zero pain scores were included in this plot. When analyzed longitudinally, the time effect was significant (P < 0.0001). Neither surgery (P = 0.13) nor the interaction (P = 0.53) effects were significant. One-sided error bars represent SD. POD = postoperative day; pre-op = preoperative.

Fig. 2.

Numerical rating scale (NRS, 0 to 10) for patients during the 6 months of the study separately for thoracotomy versus video-assisted thoracic surgery (VATS) patients. Note that those patients with zero pain scores were included in this plot. When analyzed longitudinally, the time effect was significant (P < 0.0001). Neither surgery (P = 0.13) nor the interaction (P = 0.53) effects were significant. One-sided error bars represent SD. POD = postoperative day; pre-op = preoperative.

Close modal

Incidences of chronic pain at 3 and 6 months after thoracotomy were 47% (14 of 30; 95% CI, 28 to 66%) and 33% (10 of 30; 95% CI, 17 to 53%), respectively. The incidences of chronic pain after VATS at 3 and 6 months were 29% (21 of 72; 95% CI, 19 to 41%) and 25% (17 of 69; 95% CI, 15 to 36%), respectively. The incidences of chronic pain both at 3 (P = 0.09) and 6 (P = 0.37) months were not different for thoracotomy and VATS patients (fig. 3).

Fig. 3.

Incidences of chronic pain related to thoracotomy and video-assisted thoracic surgery (VATS) at 3 and 6 months after surgery.

Fig. 3.

Incidences of chronic pain related to thoracotomy and video-assisted thoracic surgery (VATS) at 3 and 6 months after surgery.

Close modal

When the average NRS is calculated for those patients with chronic pain related to thoracic surgery, the severities of pain at 3 and 6 months after thoracotomy were 3.9 ± 2.3 (n = 9) and 3.3 ± 2.1 (n = 9), respectively. Similarly, for VATS patients, the NRS for those patients with chronic pain related to thoracic surgery at 3 and 6 months were 2.8 ± 2.2 (n = 17) and 3.3 ± 1.7 (n = 16), respectively. For those patients with chronic pain related to thoracic surgery, differences between thoracotomy and VATS patients at 3 (P = 0.18) and 6 (P = 0.93) months were not statistically significant. Severities of pain at 3 and 6 months after surgery are also presented as mild (NRS, 0 to 2), moderate (NRS, 3 to 5), and severe (NRS, >5) in table 1.

Table 1.

Three- and 6-Month Follow-up for Pain Assessments

Three- and 6-Month Follow-up for Pain Assessments
Three- and 6-Month Follow-up for Pain Assessments

Because there were no differences between thoracotomy and VATS patients for both incidences of chronic pain and the average NRS at 3 and 6 months after thoracic surgery, we present results by combining thoracotomy and VATS patients for the remainder of the article.

Chronic Pain Related to Thoracic Surgery: Thoracotomy and VATS Combined

Altogether, the incidence of chronic pain at 3 months after either type of thoracic surgery was 34% (35 of 102; 95% CI, 25 to 44%), and the severity of pain among those patients with chronic pain related to thoracic surgery at 3 months was 3.3 ± 2.4 (n = 35). Pain limited the daily activities of 16% (16 of 102) of patients at 3 months after surgery. For the 6-month assessment, the incidence was 27% (27 of 99; 95% CI, 19% to 37%) and the severity of pain among those patients with chronic pain related to thoracic surgery was 3.3 ± 1.8. Pain limited the daily activities of 8.2% (8 of 98) of the patients.

The severity of acute and chronic pain (NRS) is plotted for those patients with and without thoracic surgery-related chronic pain at 6 months after surgery in figure 4. Those patients with chronic pain related to thoracic surgery at 6 months consistently reported higher NRS preoperatively, for 3 days postoperatively, and at 3 and 6 months (all P < 0.05). When analyzed longitudinally, both the time effect (P < 0.0001) and the group effect (chronic thoracic surgery pain at 6 months; P < 0.0001) were significant, but the interaction (P = 0.62) term was not.

Fig. 4.

Severity of pain for those patients with and without chronic pain related to thoracic surgery at 6 months after surgery. Note that those patients with zero pain scores were included in this plot. When analyzed longitudinally, both the time effect (P < 0.0001) and the presence of pain at 6 months (P < 0.0001) were significant, but not the interaction (P = 0.62) term. Note that, one patient (¥) was sedated during the first 3 days. Some (5 patients at 3 months and 8 patients at 6 months) patients completed phone interviews at 3 and 6 months but did not return the mail including the numerical rating scale (NRS). One-sided error bars represent SD. POD = postoperative day; pre-op = preoperative. *P ≤ 0.05, **P ≤ 0.01, ***P ≤ 0.001, ****P ≤ 0.0001.

Fig. 4.

Severity of pain for those patients with and without chronic pain related to thoracic surgery at 6 months after surgery. Note that those patients with zero pain scores were included in this plot. When analyzed longitudinally, both the time effect (P < 0.0001) and the presence of pain at 6 months (P < 0.0001) were significant, but not the interaction (P = 0.62) term. Note that, one patient (¥) was sedated during the first 3 days. Some (5 patients at 3 months and 8 patients at 6 months) patients completed phone interviews at 3 and 6 months but did not return the mail including the numerical rating scale (NRS). One-sided error bars represent SD. POD = postoperative day; pre-op = preoperative. *P ≤ 0.05, **P ≤ 0.01, ***P ≤ 0.001, ****P ≤ 0.0001.

Close modal

At 6 months after surgery, the NRS of patients without chronic pain related to thoracic surgery was 0.5 (95% CI, 0.05 to 0.98) units higher compared to preoperative pain at rest (P = 0.03). On the other hand, for those patients with chronic pain related to thoracic surgery, the NRS at 6 months after surgery was 2.3 units (95% CI, 1.4 to 3.2) higher compared to preoperative pain at rest (P < 0.0001). Therefore, statistically, neither group returned to baseline pain levels at 6 months after their surgery.

Note that, because of the exclusion criteria, preoperatively, no patients had chronic pain in their chest region, but many had a non-zero NRS (fig. 5). Similarly, some patients without chronic pain related to thoracic surgery at 6 months still reported a non-zero NRS at that time. Even if we specifically asked for the presence of thoracic surgery-related pain for the primary outcome variable, the NRS may reflect other symptoms or be affected by other conditions.

Fig. 5.

Severity of preoperative pain at rest (numerical rating scale [NRS], 0 to 10) for those patients with (red triangles) versus without (black circles) chronic pain related to thoracic surgery at 6 months.

Fig. 5.

Severity of preoperative pain at rest (numerical rating scale [NRS], 0 to 10) for those patients with (red triangles) versus without (black circles) chronic pain related to thoracic surgery at 6 months.

Close modal

Preoperative Evaluations

Preoperative evaluations comparing patients with and without chronic pain related to thoracic surgery at 6 months are presented in table 2. Based on the preoperative evaluations, those patients who report higher preoperative pain scores at rest (P = 0.025; fig. 5) and pain upon coughing (P = 0.014; Supplemental Digital Content 2, Figure 1, https://links.lww.com/ALN/B388), as well as those patients who expect to have a higher severity of acute pain after the surgery (P = 0.026) tend to have a higher likelihood of reporting chronic pain related to thoracic surgery at 6 months. Other demographics, quantitative sensory testing measurements, or preoperative radiation or chemotherapy evaluated during the preoperative visit were not associated with the presence of chronic pain at 6 months after surgery.

Table 2.

Preoperative Evaluation, Approximately 1 Week before Surgery

Preoperative Evaluation, Approximately 1 Week before Surgery
Preoperative Evaluation, Approximately 1 Week before Surgery

Expected Versus Observed Postoperative Pain

Scatterplots, Pearson correlation coefficients, and the associated P values between the expected and observed pain scores (NRS) for each postoperative day for those patients with versus without chronic pain related to thoracic surgery at 6 months are presented in Supplemental Digital Content 2, Figure 2 (https://links.lww.com/ALN/B388). Correlation coefficients among those patients having chronic pain related to thoracic surgery at 6 months were all less than or equal to 0.21 and were all nonsignificant (P ≥ 0.3). On the other hand, correlation coefficients among those patients not having chronic pain related to thoracic surgery at 6 months were all greater than or equal to 0.4 and were significant (P ≤ 0.001). The differences between observed and expected acute pain scores for those patients with chronic pain related to thoracic surgery at 6 months were not different (P = 0.70).

Early Postoperative Evaluations

Assessments measured during the day of surgery and the first 3 days after the surgery, as well as the postoperative radiation and chemotherapy within 6 months of surgery, are presented in table 3. Most of the patients had lobectomy (49%) or wedge resection (43%). Note that 83% (25 of 30) of thoracotomy patients had epidural analgesia compared to 12% (8 of 69) of VATS patients. In addition to higher severity of average acute pain (P = 0.001), the presence of chest tube on the 3rd postsurgical day (P = 0.02) was also univariately associated with the higher chance of developing chronic pain at 6 months.

Table 3.

Intraoperative and Early Postoperative Evaluation (Days 0 to 3 after Surgery) and Postoperative Therapy

Intraoperative and Early Postoperative Evaluation (Days 0 to 3 after Surgery) and Postoperative Therapy
Intraoperative and Early Postoperative Evaluation (Days 0 to 3 after Surgery) and Postoperative Therapy

Preoperative Psychosocial Measurements

Associations of preoperative psychosocial measurements with the presence of chronic pain related to thoracic surgery at 6 months are presented in table 4. Even if scales, such as pain catastrophizing, indicated some trend, when the type I error rate of 0.05 level is used, none of the preoperative psychosocial evaluations indicated a difference for those patients with versus without chronic pain related to thoracic surgery at 6 months.

Table 4.

Preoperative Psychosocial Assessments

Preoperative Psychosocial Assessments
Preoperative Psychosocial Assessments

Psychosocial Measurements at 3- and 6-month Follow-ups

As a part of the follow-up, at 3 and 6 months after surgery, patients were also asked to complete the short form PROMIS physical function and chronic pain acceptance questionnaires25  (table 5). Even if at the baseline, both groups of patients reported similar standardized physical function scores (P = 0.43; table 4); at 6 months after surgery, the standardized physical function scores for those patients with chronic pain related to thoracic surgery was 5.7 units (95% CI of the difference, 2.4 to 9.1) lower compared to those patients without such pain at that time (P = 0.007). However, within the chronic pain and no chronic pain related to thoracic surgery groups, the changes in physical function scores from baseline to 3 and 6 months were not statistically significant (P > 0.05 for each). For example, for those patients with thoracic surgery-related pain at 6 months, the reductions on standardized physical function scores from baseline to 6 months were 4.3 units (95% CI, –0.5 to 9.0).

Table 5.

Three- and 6-Month Follow-up for Psychosocial Assessments

Three- and 6-Month Follow-up for Psychosocial Assessments
Three- and 6-Month Follow-up for Psychosocial Assessments

Frequentist Multivariate Model

When those covariates with univariate P < 0.2 were included in the multivariate model and stepwise backward model selection procedures were applied, a reduced frequentist multivariate model was obtained (table 6). According to the multivariate model, the only factor associated with the presence of chronic pain related to thoracic surgery at 6 months is the severity of acute postoperative pain during the first 3 days after surgery (NRS, 0 to 10).

Table 6.

Frequentist and Bayesian Multivariate Models for the Presence of Chronic Pain at 6 Months after Thoracic Surgery

Frequentist and Bayesian Multivariate Models for the Presence of Chronic Pain at 6 Months after Thoracic Surgery
Frequentist and Bayesian Multivariate Models for the Presence of Chronic Pain at 6 Months after Thoracic Surgery

Based on the multivariate model, those patients with higher severity of acute pain during the first 3 days after surgery have a higher likelihood of developing chronic pain related to thoracic surgery. Each point of increase on the severity of the acute postoperative pain (NRS, 0 to 10) score increased the chance of developing chronic pain related to thoracic surgery 1.3 times (99% CI, 1.1 to 1.4). The Hosmer–Lemeshow test indicated the model’s adequacy for the data (P = 0.24). The area under the curve (AUC; C statistic) of the multivariate model is 0.73.

Bayesian Multivariate Model

When those covariates in which 80% two-sided posterior credible interval of the slope term excludes zero (age at surgery, preoperative pain at rest [or preoperative pain with coughing], preoperative opioid usage, average expected pain severity, any chest tube on day 3 after surgery, severity of acute postoperative pain during the first 3 days after surgery, standardized sleep disturbance score, and the pain catastrophizing scale total score) were included in the Bayesian logistic regression model and stepwise backward model selection procedures were applied, a reduced Bayesian multivariate model was obtained (table 6). Parallel to the frequentist multivariate model, the Bayesian multivariate model also only included the severity of acute postoperative pain during the first 3 days after surgery (NRS, 0 to 10) as a significant covariate associated with the presence of chronic pain related to thoracic surgery at 6 months. Relative risk estimates from the Bayesian model were similar to frequentist estimates and are presented in the last two columns of table 6. Different prior distributions provided similar results (Supplemental Digital Content 1, Appendix, https://links.lww.com/ALN/B387).

Type of Surgery

Even though there were not univariate differences between thoracotomy and VATS patients for developing chronic pain, to inspect the impact of surgery on outcome, the surgery effect was examined in the final Bayesian and frequentist multivariate models. When treatment effect is added to the model, there was no increase on the AUC or differences on the inferences from the multivariate models compared to the model not including the treatment effect.

In addition, model selection was repeated within the open surgery and VATS groups separately. Within the VATS group (n = 69), the severity of acute postoperative pain during the first 3 days after surgery was the only predictor for both frequentist (P = 0.001) and Bayesian (99% credible interval, 0.21 to 1.17) models. Because of the small sample size (n = 30), none of the covariates were significant within the open thoracotomy group with either the frequentist or Bayesian models.

This is the first prospective study to consider a comprehensive list of preoperative, demographic, psychosocial, and surgical variables for thoracic surgery patients. We surveyed patients through 6 months with a small (7.5%) loss to the follow-up rate and almost no missing data. Our broad inclusion criteria allowed us to generalize our results to all thoracic surgery patients, including those patients converted from VATS to thoracotomy. There was no difference in the incidence and severity of chronic pain 6 months after thoracic surgery in patients undergoing VATS versus thoracotomy. Based on both the frequentist and the Bayesian multivariate models, the covariate associated with the chronic pain related to thoracic surgery was higher severity of average acute pain during the first 3 days after surgery. Preoperative psychosocial factors were not associated with the development of chronic pain.

Thoracotomy Versus VATS

Several studies propose that nerve injury is associated with chronic postsurgical pain26 ; yet both chronic neuropathic (20 to 30%) and nonneuropathic pain occur after thoracic surgery,27,28  suggesting that postthoracic surgery pain is not simply due to direct nerve injury. VATS is considered less invasive than open thoracotomy and would seem to be less likely to cause nerve injury. However, accumulating data indicate that VATS and thoracotomy have similar rates of chronic pain.28–33  Also, consistent with a previous study,32  during the course of 6-month follow-up, among those patients with chronic pain related to thoracic surgery, NRS scores for thoracotomy patients were not different compared to those of VATS patients.

Even though some patients reported that they do not have chronic pain related to thoracic surgery at 3 and 6 months, some did report a positive NRS at those times. NRS scores at 3 and 6 months may reflect other sources of pain that patients undergoing thoracic surgery experience.

Preoperative Pain at Rest

The majority (75%) of patients reported zero pain at the preoperative assessment. Preoperative pain is identified as a risk factor to chronic pain after total knee replacement,34  as well as other surgeries.35,36  In our study, we excluded those patients with preexisting chronic pain in the chest area, and the indication for surgery does not usually contribute to preoperative pain. However, we do not have detailed information regarding other preexisting pain conditions. Approximately 25% of the patients in our study had a preoperative NRS > 0. If those patients with preexisting pain conditions such as back pain and fibromyalgia were excluded from the study, the generalizability of study results to the patient population would be diminished.

Acute Pain

Consistent with the thoracic surgery37,38  and other postsurgical chronic pain conditions,35,39,40  we report that a higher severity of acute pain is associated with a greater likelihood of developing chronic pain. Much chronic pain can be initiated by an inciting event like surgery, trauma, or infection and begins as acute pain. In general, studies show that reducing pain with various analgesic regimens has been successful in the acute postoperative period.41,42  When those patients were followed up to examine the long-term effect, incidences of chronic pain were usually not different.43–48  Regional techniques such as epidural analgesia continue to have a role in reducing acute pain and acute postoperative morbidity. Although many assume that good treatment of acute pain will prevent chronic pain, this association with acute pain may be a marker for a patient prone to poor longer term outcomes that may not be prevented through better acute inpatient management. Reducing acute pain using either regional anesthesia or other techniques and examining the incidence and severity of chronic pain after surgery remain important areas of investigation.49,50 

Preoperative Psychosocial Assessments

In general, chronic pain after surgery is associated with preoperative psychosocial factors.51–53  A previous study reported higher anxiety and/or depression scores among those patients with versus without chronic pain related to thoracic surgery.54  However, it is currently unknown if the psychosocial factors were different before the surgery or if those patients with chronic pain after surgery developed anxiety or depression after surgery or after developing chronic pain. Measuring psychosocial factors before surgery enabled us to test this hypothesis in our study. Contrary to our expectations and consistent with a recent observational study on VATS patients,6  none of the preoperative psychosocial variables were significantly associated with the presence of chronic pain. Our negative results may be due to the small sample size in our study and the large number of associations tested. To examine the role of psychosocial factors, in future studies, batteries of psychosocial factors could be assessed both before and after the surgery in larger samples. In addition, measures of neuropathic pain, mood, and function can be added to longitudinally assess the impact of these factors on pain outcome and impact of pain on psychosocial factors.

Quantitative Sensory Testing

A few studies have examined quantitative sensory testing to predict chronic pain for thoracic surgeries. Wildgaard et al.6  preoperatively enrolled 47 patients and followed them at 3 months after VATS. Preoperative sensory thresholds to warmth, cool, and heat pain on the thorax were not predictive of chronic pain. Yarnitsky et al.38  preoperatively enrolled 62 patients and followed them up around 29 weeks after thoracotomy. During the preoperative period, heat pain threshold, suprathreshold pain magnitude to heat, and diffuse noxious inhibitory control were measured. They showed that pain threshold and suprathreshold pain scores were not associated with chronic pain. Only diffuse noxious inhibitory control and acute pain were predictors of chronic pain. In our study, finding cold pain threshold and suprathreshold pain magnitude to cold not associated with chronic pain is consistent with the results of Yarnitsky et al.38 

Multivariate Model

Both frequentist and Bayesian multivariate models revealed that severity of average acute pain during the first 3 days after surgery (NRS, 0 to 10) is the only measure associated with the presence of chronic pain related to thoracic surgery at 6 months. Because we examined a large number of associations with a sample size of only 99 patients, we used a type I error rate of 0.01 instead of 0.05. Despite a small sample size in this study, the AUC for the final multivariate model discriminating between patients with and without chronic pain is 0.73. Larger, multicenter studies are needed to examine if the severity of acute pain remains as the only predictor associated with the presence of chronic pain related to thoracic surgery.

Observational Study

During the last 2 decades, the number of surgeons preferring less invasive VATS to open thoracotomy has increased.31  Recently, Bendixen et al.31  completed a randomized controlled trial for patients undergoing lobectomy for stage I lung cancer. They reported episodes of moderate to severe pain being more frequent after anterolateral thoracotomy compared to VATS at 52 weeks after surgery. They reported strict exclusion criteria that limited the eligible patient pool. Using strict exclusion criteria and randomizing only a subgroup of patients are remarkably difficult. On the other hand, with a prospective, observational study, all thoracic surgery patients can be included, which likely increases the generalizability of the study results.

Study Limitations

First, because of the observational nature of the study, the numbers of patients in the thoracotomy (n = 30) and VATS (n = 69) groups are different. Type of surgery is based on surgical preference. However, the type of surgery was not a significant factor affecting the incidence and severity of chronic pain. Second, since the choices of anesthetic and postoperative analgesic regimens utilized during the first few days after surgery are not likely to influence the development of chronic pain after thoracotomy,43–48  they were not rigorously standardized, but followed the usual care. For example, the use of acetaminophen and nonsteroidal antiinflammatory drugs was not standardized. Third, we do not have detailed information about other comorbid chronic pain problems that were present before surgery or developed during the 6-month follow-up. Fourth, we did not examine specifically for evidence of nerve injury during the 3- and 6-month follow-up assessments. Fifth, during the follow-up interview at 3 and 6 months after surgery, we asked patients if thoracic surgery-related pain limits their daily activities. Pain limited daily activities of 16 and 8.2% of the patients at 3 and 6 months after surgery, respectively. We do not have detailed information using a validated questionnaire in a U.S. population33  about specific functions that were limited.

The incidence of chronic pain related to thoracic surgery at 6 months is 27%, and pain limited the daily activities of 8.2% of patients at that time. The incidence of chronic pain is similar for thoracotomy and VATS patients. Patients with a higher severity of pain during the first 3 days after surgery have a higher likelihood of developing chronic pain related to thoracic surgery at 6 months. Unlike other postsurgical pain conditions, none of the preoperative psychosocial measurements were associated with the presence of chronic pain. Psychosocial factors may become evident after surgery or as chronic pain develops. Therefore, future studies should examine psychosocial factors not only preoperatively, but also at other time points during the follow-up.

The authors appreciate the help of Alicia Manning, A.D.N. (Department of Anesthesia, University of Iowa, Iowa City, Iowa), Pam Jacobs, R.N. (Department of Anesthesia, University of Iowa, Iowa City, Iowa), and Joan Ricks-McGillin, R.N., B.S.N., (Department of Cardiothoracic Surgery, University of Iowa, Iowa City, Iowa) for the patient enrollment. We also appreciate edits suggested by Paul Casella, M.F.A. (Department of Internal Medicine, University of Iowa, Iowa City, Iowa).

Supported by grant No. NS080110-01A1 from the National Institute of Neurological Disorders and Stroke of the National Institutes of Health (Bethesda, Maryland). Support was also provided by the Department of Anesthesia at the University of Iowa (Iowa City, Iowa).

The authors declare no competing interests.

1.
Hardt
J
,
Jacobsen
C
,
Goldberg
J
,
Nickel
R
,
Buchwald
D
:
Prevalence of chronic pain in a representative sample in the United States.
Pain Med
2008
;
9
:
803
12
2.
National Center for Health Statistics, Health United States
:
With Chartbook on Trends in the Health of Americans
, 2006 edition.
Hyattsville, MD
,
U.S. Department of Health and Human Services
,
2006
, pp
pp 559
3.
Crombie
IK
,
Davies
HT
,
Macrae
WA
:
Cut and thrust: Antecedent surgery and trauma among patients attending a chronic pain clinic.
Pain
1998
;
76
:
167
71
4.
Merskey
H
,
Bogduk
N
:
Classification of Chronic Pain. Descriptions of Chronic Pain Syndromes and Definitions of Pain Terms
, second edition.
Seattle, WA
,
IASP Press
,
1994
5.
Bayman
EO
,
Brennan
TJ
:
Incidence and severity of chronic pain at 3 and 6 months after thoracotomy: Meta-analysis.
J Pain
2014
;
15
:
887
97
6.
Wildgaard
K
,
Ringsted
TK
,
Hansen
HJ
,
Petersen
RH
,
Kehlet
H
:
Persistent postsurgical pain after video-assisted thoracic surgery: An observational study.
Acta Anaesthesiol Scand
2016
;
60
:
650
8
7.
Reeve
BB
,
Hays
RD
,
Bjorner
JB
,
Cook
KF
,
Crane
PK
,
Teresi
JA
,
Thissen
D
,
Revicki
DA
,
Weiss
DJ
,
Hambleton
RK
,
Liu
H
,
Gershon
R
,
Reise
SP
,
Lai
JS
,
Cella
D
;
PROMIS Cooperative Group
:
Psychometric evaluation and calibration of health-related quality of life item banks: Plans for the Patient-Reported Outcomes Measurement Information System (PROMIS).
Med Care
2007
;
45
(
5 suppl 1
):
S22
31
8.
Amtmann
D
,
Cook
KF
,
Jensen
MP
,
Chen
WH
,
Choi
S
,
Revicki
D
,
Cella
D
,
Rothrock
N
,
Keefe
F
,
Callahan
L
,
Lai
JS
:
Development of a PROMIS item bank to measure pain interference.
Pain
2010
;
150
:
173
82
9.
Weathers
F
,
Litz
B
,
Herman
D
,
Huska
J
,
Keane
T
:
The PTSD Checklist (PCL): Reliability, Validity, and Diagnostic Utility, The Annual Convention of the International Society for Traumatic Stress Studies, San Antonio, Texas.
Boston, National Center for Posttraumatic Stress Disorder
1993
10.
Sullivan
MJL
,
Bishop
SR
,
Pivik
JR
:
The pain catastrophizing scale: Development and validation.
Psychological Assessment
1995
;
7
:
524
32
11.
Bond
FW
,
Hayes
SC
,
Baer
RA
,
Carpenter
KM
,
Guenole
N
,
Orcutt
HK
,
Waltz
T
,
Zettle
RD
:
Preliminary psychometric properties of the Acceptance and Action Questionnaire-II: A revised measure of psychological inflexibility and experiential avoidance.
Behav Ther
2011
;
42
:
676
88
12.
Manion
SC
,
Brennan
TJ
:
Thoracic epidural analgesia and acute pain management.
Anesthesiology
2011
;
115
:
181
8
13.
McCracken
LM
,
Vowles
KE
,
Eccleston
C
:
Acceptance of chronic pain: Component analysis and a revised assessment method.
Pain
2004
;
107
:
159
66
14.
Clopper
CJ
,
Pearson
ES
:
The use of confidence or fiducial limits illustrated in the case of the binomial.
Biometrika
1934
;
26
:
404
13
15.
Akaike
H
:
A new look at the statistical model identification.
IEEE Transactions on Automatic Control
1974
;
19:716–23
16.
Gelman
A
,
Carlin
JB
,
Stern
HS
,
Rubin
D
:
Bayesian Data Analysis
, Third edition.
Boca Raton, Florida
,
Chapman & Hall/CRC Texts in Statistical Science
,
2004
17.
Zou
G
:
A modified Poisson regression approach to prospective studies with binary data.
Am J Epidemiol
2004
;
159
:
702
6
18.
Spiegelman
D
,
Hertzmark
E
:
Easy SAS calculations for risk or prevalence ratios and differences.
Am J Epidemiol
2005
;
162
:
199
200
19.
Fang
J
:
Using SAS® Procedures FREQ, GENMOD, LOGISTIC, and PHREG to Estimate Adjusted Relative Risks: A Case Study
in
SAS Global Forum 2011
.
Las Vegas
,
Nevada
,
April 2011
20.
Torman
VB
,
Camey
SA
:
Bayesian models as a unified approach to estimate relative risk (or prevalence ratio) in binary and polytomous outcomes.
Emerg Themes Epidemiol
2015
;
12
:
8
21.
Hosmer
DW
,
Lemeshow
S
:
Goodness of fit tests for the multiple logistic regression-model.
Commun Stat A
1980
;
9
:
1043
69
22.
R Development Core Team
:
R: A language and environment for statistical computing
.
Vienna, Austria
,
R Foundation for Statistical Computing
,
2013
Available at: https://www.R-project.org/. Accessed February 10, 2017
23.
Lunn
DJ
,
Thomas
A
,
Best
N
,
Spiegelhalter
D
:
WinBUGS—A Bayesian modelling framework: Concepts, structure, and extensibility.
Stat Comput
2000
;
10
:
325
37
24.
Brooks
SP
,
Gelman
A
:
General methods for monitoring convergence of iterative simulations.
J Comput Graph Stat
1998
;
7
:
434
55
25.
McCracken
LM
,
Spertus
IL
,
Janeck
AS
,
Sinclair
D
,
Wetzel
FT
:
Behavioral dimensions of adjustment in persons with chronic pain: Pain-related anxiety and acceptance.
Pain
1999
;
80
:
283
9
26.
Benedetti
F
,
Vighetti
S
,
Ricco
C
,
Amanzio
M
,
Bergamasco
L
,
Casadio
C
,
Cianci
R
,
Giobbe
R
,
Oliaro
A
,
Bergamasco
B
,
Maggi
G
:
Neurophysiologic assessment of nerve impairment in posterolateral and muscle-sparing thoracotomy.
J Thorac Cardiovasc Surg
1998
;
115
:
841
7
27.
Guastella
V
,
Mick
G
,
Soriano
C
,
Vallet
L
,
Escande
G
,
Dubray
C
,
Eschalier
A
:
A prospective study of neuropathic pain induced by thoracotomy: Incidence, clinical description, and diagnosis.
Pain
2011
;
152
:
74
81
28.
Steegers
MA
,
Snik
DM
,
Verhagen
AF
,
van der Drift
MA
,
Wilder-Smith
OH
:
Only half of the chronic pain after thoracic surgery shows a neuropathic component.
J Pain
2008
;
9
:
955
61
29.
Li
WW
,
Lee
TW
,
Lam
SS
,
Ng
CS
,
Sihoe
AD
,
Wan
IY
,
Yim
AP
:
Quality of life following lung cancer resection: Video-assisted thoracic surgery vs thoracotomy.
Chest
2002
;
122
:
584
9
30.
Furrer
M
,
Rechsteiner
R
,
Eigenmann
V
,
Signer
C
,
Althaus
U
,
Ris
HB
:
Thoracotomy and thoracoscopy: Postoperative pulmonary function, pain and chest wall complaints.
Eur J Cardiothorac Surg
1997
;
12
:
82
7
31.
Bendixen
M
,
Jørgensen
OD
,
Kronborg
C
,
Andersen
C
,
Licht
PB
:
Postoperative pain and quality of life after lobectomy via video-assisted thoracoscopic surgery or anterolateral thoracotomy for early stage lung cancer: A randomised controlled trial.
Lancet Oncol
2016
;
17
:
836
44
32.
Rizk
NP
,
Ghanie
A
,
Hsu
M
,
Bains
MS
,
Downey
RJ
,
Sarkaria
IS
,
Finley
DJ
,
Adusumilli
PS
,
Huang
J
,
Sima
CS
,
Burkhalter
JE
,
Park
BJ
,
Rusch
VW
:
A prospective trial comparing pain and quality of life measures after anatomic lung resection using thoracoscopy or thoracotomy.
Ann Thorac Surg
2014
;
98
:
1160
6
33.
Bayman
EO
,
Lennertz
R
,
Brennan
T
:
Pain-related Limitations in Daily Activities Following Thoracic Surgery in a United States Population.
Pain Physician
2017 (In press)
34.
Lewis
GN
,
Rice
DA
,
McNair
PJ
,
Kluger
M
:
Predictors of persistent pain after total knee arthroplasty: A systematic review and meta-analysis.
Br J Anaesth
2015
;
114
:
551
61
35.
Wang
L
,
Guyatt
GH
,
Kennedy
SA
,
Romerosa
B
,
Kwon
HY
,
Kaushal
A
,
Chang
Y
,
Craigie
S
,
de Almeida
CP
,
Couban
RJ
,
Parascandalo
SR
,
Izhar
Z
,
Reid
S
,
Khan
JS
,
McGillion
M
,
Busse
JW
:
Predictors of persistent pain after breast cancer surgery: A systematic review and meta-analysis of observational studies.
CMAJ
2016
;
188
:
E352
61
36.
Perkins
FM
,
Kehlet
H
:
Chronic pain as an outcome of surgery: A review of predictive factors.
Anesthesiology
2000
;
93
:
1123
33
37.
Katz
J
,
Jackson
M
,
Kavanagh
BP
,
Sandler
AN
:
Acute pain after thoracic surgery predicts long-term post-thoracotomy pain.
Clin J Pain
1996
;
12
:
50
5
38.
Yarnitsky
D
,
Crispel
Y
,
Eisenberg
E
,
Granovsky
Y
,
Ben-Nun
A
,
Sprecher
E
,
Best
LA
,
Granot
M
:
Prediction of chronic post-operative pain: Pre-operative DNIC testing identifies patients at risk.
Pain
2008
;
138
:
22
8
39.
Tasmuth
T
,
Kataja
M
,
Blomqvist
C
,
von Smitten
K
,
Kalso
E
:
Treatment-related factors predisposing to chronic pain in patients with breast cancer: A multivariate approach.
Acta Oncol
1997
;
36
:
625
30
40.
Callesen
T
,
Bech
K
,
Kehlet
H
:
Prospective study of chronic pain after groin hernia repair.
Br J Surg
1999
;
86
:
1528
31
41.
Behera
BK
,
Puri
GD
,
Ghai
B
:
Patient-controlled epidural analgesia with fentanyl and bupivacaine provides better analgesia than intravenous morphine patient-controlled analgesia for early thoracotomy pain.
J Postgrad Med
2008
;
54
:
86
90
42.
Mukherjee
M
,
Goswami
A
,
Gupta
SD
,
Sarbapalli
D
,
Pal
R
,
Kar
S
:
Analgesia in post-thoracotomy patients: Comparison between thoracic epidural and thoracic paravertebral blocks.
Anesth Essays Res
2010
;
4
:
75
80
43.
Ochroch
EA
,
Gottschalk
A
,
Augostides
J
,
Carson
KA
,
Kent
L
,
Malayaman
N
,
Kaiser
LR
,
Aukburg
SJ
:
Long-term pain and activity during recovery from major thoracotomy using thoracic epidural analgesia.
Anesthesiology
2002
;
97
:
1234
44
44.
Wildgaard
K
,
Ravn
J
,
Kehlet
H
:
Chronic post-thoracotomy pain: A critical review of pathogenic mechanisms and strategies for prevention.
Eur J Cardiothorac Surg
2009
;
36
:
170
80
45.
Grosen
K
,
Drewes
AM
,
Højsgaard
A
,
Pfeiffer-Jensen
M
,
Hjortdal
VE
,
Pilegaard
HK
:
Perioperative gabapentin for the prevention of persistent pain after thoracotomy: A randomized controlled trial.
Eur J Cardiothorac Surg
2014
;
46
:
76
85
46.
Katz
J
,
Seltzer
Z
:
Transition from acute to chronic postsurgical pain: Risk factors and protective factors.
Expert Rev Neurother
2009
;
9
:
723
44
47.
Yang
MK
,
Cho
CH
,
Kim
YC
:
The effects of cryoanalgesia combined with thoracic epidural analgesia in patients undergoing thoracotomy.
Anaesthesia
2004
;
59
:
1073
7
48.
Ju
H
,
Feng
Y
,
Yang
BX
,
Wang
J
:
Comparison of epidural analgesia and intercostal nerve cryoanalgesia for post-thoracotomy pain control.
Eur J Pain
2008
;
12
:
378
84
49.
Andreae
MH
,
Andreae
DA
:
Regional anaesthesia to prevent chronic pain after surgery: A Cochrane systematic review and meta-analysis.
Br J Anaesth
2013
;
111
:
711
20
50.
Buvanendran
A
:
Regional anesthesia and analgesia: Prevention of chronic pain.
Tech Reg Anesth Pain Manag
2008
;
12
:
199
202
51.
Edwards
RR
,
Haythornthwaite
JA
,
Smith
MT
,
Klick
B
,
Katz
JN
:
Catastrophizing and depressive symptoms as prospective predictors of outcomes following total knee replacement.
Pain Res Manag
2009
;
14
:
307
11
52.
Masselin-Dubois
A
,
Attal
N
,
Fletcher
D
,
Jayr
C
,
Albi
A
,
Fermanian
J
,
Bouhassira
D
,
Baudic
S
:
Are psychological predictors of chronic postsurgical pain dependent on the surgical model? A comparison of total knee arthroplasty and breast surgery for cancer.
J Pain
2013
;
14
:
854
64
53.
Katz
J
,
Asmundson
GJ
,
McRae
K
,
Halket
E
:
Emotional numbing and pain intensity predict the development of pain disability up to one year after lateral thoracotomy.
Eur J Pain
2009
;
13
:
870
8
54.
Springer
JS
,
Karlsson
P
,
Madsen
CS
,
Johnsen
B
,
Finnerup
NB
,
Jensen
TS
,
Nikolajsen
L
:
Functional and structural assessment of patients with and without persistent pain after thoracotomy.
Eur J Pain
2017
;
21
:
238
49