Abstract
Background:
Skeletal muscle relaxants (SMR) and benzodiazepines are thought to mitigate against postoperative muscle contraction. The Centers for Disease Control and the Food and Drug Administration warn against co-prescribing opioids with SMR/benzodiazepines due to increased risks of overdose and death. We evaluated the frequency of co-prescribing of opioids with SMRs/benzodiazepines after implant-based reconstruction.
Methods:
We examined healthcare claims to identify women (18–64 years old) who underwent implant-based breast reconstruction (IBBR) between January 2008 and June 2019 to determine the frequency of co-prescribing and associated factors. We determined factors associated with co-prescribing of opioids and SMRs/benzodiazepines, and the impact on opioid refills within 90 days of reconstruction.
Results:
86.7% (7,574) of women who had IBBR filled an opioid prescription peri-operatively. Of these, 27.7% of women filled opioids and benzodiazepines, 14.4% filled opioids and SMRs, and 2.4% filled opioids, benzodiazepines, and SMRs. Risk factors for co-prescribing opioids and benzodiazepines include use of acellular dermal matrix, immediate reconstruction, and history of anxiety. Women who filled opioids and SMRs, opioids and benzodiazepines, and opioids with SMRs and benzodiazepines were significantly more likely to refill opioid prescriptions, even when controlling for preoperative opioid exposure.
Conclusions:
Nearly half of women filled an opioid prescription with a benzodiazepine, SMR, or both after IBBR. Co-prescribing of opioids with SMRs may potentiate opioid use after surgery and should be avoided given the risks of sedation. Identifying strategies that avoid sedatives to manage pain following breast reconstruction is critical to mitigate high-risk prescribing practices.
INTRODUCTION
Implant-based breast reconstruction (IBBR) is commonly performed, with about 70,000 women undergoing these procedures in the United States each year.1,2 Postoperatively, most women who undergo IBBR are prescribed opioid analgesics to manage their acute postoperative pain.3 In addition to opioid medications, surgeons and surgical providers may also prescribe skeletal muscle relaxants (SMRs) and/or benzodiazepines4,5 as these classes of medications are thought to improve pain and mitigate postoperative muscle contraction, particularly after subpectoral implant placement for breast reconstruction. However, co-prescribing of opioids with SMRs and/or benzodiazepines may lead to significant adverse effects. The Food and Drug Administration (FDA) in 2016 mandated a black box warning emphasizing the risk of profound sedation, respiratory depression, coma, and death with concomitant use of opioids and other CNS depressants including benzodiazepines and SMRs.6–10 The Centers for Disease Control (CDC) also recommend clinicians avoid prescribing opioids concurrently with benzodiazepines whenever possible given higher risk of overdose.11–13
Opioid use after breast reconstruction has been extensively studied, demonstrating that about 90% of opioid naïve women who undergo breast reconstruction fill an opioid prescription after surgery.3 Moreover, one in 10 of these previously opioid naïve women undergoing breast reconstruction will meet criteria for prolonged opioid use,3 emphasizing an important risk of perioperative opioid use after breast reconstruction. In order to reduce the consumption of opioids and to achieve early and safe recovery after breast reconstruction, several groups have developed Enhanced Recovery after Surgery (ERAS) protocols that advocate for use of multimodal analgesics.4,5,14,15 Although there is evidence that these ERAS and multimodal analgesia protocols reduce opioid consumption after breast reconstruction,5,14 some of these pathways advocate for the use of opioids with SMRs and/or benzodiazepines,4,5 which can lead to adverse outcomes. Despite the risks associated with concurrent use of opioids with benzodiazepines and/or SMRs, little is known about the frequency or risk factors of co-prescribing of these medications after IBBR.
Given the high volume of IBBR, we sought to evaluate the frequency of co-prescribing of opioids with benzodiazepines and/or SMRs after IBBR. We hypothesized that some women undergoing IBBR would be co-prescribed opioids with benzodiazepines and/or SMRs, and hypothesized that co-prescribing with SMRs would be more common than benzodiazepines given the known added risks of overdose when opioids are taken with benzodiazepines. Secondarily, we sought to identify risk factors associated with co-prescribing and opioid refills after IBBR. Identifying risk factors associated with co-prescribing among breast reconstruction patients is critical to preventing adverse effects and to improving the care of this patient population.
METHODS
Data Sources and Patient Cohort
We identified women aged 18–64 years old from the Optum de-identified Clinformatics Data Mart Database who underwent mastectomy between January 1, 2008 and June 30, 2018 and had breast reconstruction between January 1, 2008 and June 30, 2019. The Optum Clinformatics Data Mart Database is a nationwide administrative private insurance claims database that includes patient demographic information, medical claims data (i.e., procedure codes, diagnosis codes, admission and discharge dates, etc.), outpatient pharmaceutical claims, laboratory tests and results, utilization of inpatient and outpatient services (i.e., length of stay, admit and discharge diagnoses, facility detail, standard pricing, etc.), and provider data.16 We required continuous insurance coverage for 12 months prior to their surgery date and 3 months after their discharge date. We included women who were naive to benzodiazepines and SMRs (i.e., did not fill a benzodiazepine or SMR between 365 and 31 days prior to surgery based on pharmaceutical claims) but had differing preoperative exposures to opioids identified through opioid fills in claims data. Age 64 was used as the upper limit as we sought to exclude women 65 years and older who may have had medical and/or pharmaceutical claims through Medicare, providing our dataset with incomplete data.
Given the differences in autologous and IBBR, we chose to focus our analysis on women who had undergone IBBR and excluded patients who had autologous or hybrid procedures (i.e., latissimus dorsi flap with or without implant). Additionally, any patient who had a length of stay for more than 30 days or who was not discharged home was excluded. Recognizing that many women who undergo tissue expander placement eventually exchange the expander for a permanent implant, we did not exclude patients who had additional surgeries within the 3-month follow-up period; however, we analyzed only the first surgery encounter that met inclusion criteria to ensure patients were only included in the dataset once. This study was deemed exempt by the Human Research Protection Program at the University of Michigan.
Mastectomy and breast reconstruction codes were identified by Current Procedural Terminology Fourth Edition (CPT-4), International Classification of Diseases, 9th edition, Clinical Modification procedure (ICD-9 CM), and/or International Classification of Diseases, 10th edition, Procedural Classification System (ICD-10) codes (See Table, Supplemental Digital Content 1, which shows Current Procedural Terminology Fourth Edition (CPT-4), International Classification of Diseases, 9th edition, Clinical Modification procedure (ICD-9 CM), and/or International Classification of Diseases, 10th edition, Procedural Classification System (ICD-10) codes Used to Identify Mastectomy and Breast Reconstruction, INSERT HYPER LINK). Algorithms were used to classify women who underwent immediate versus delayed breast reconstruction, as previously described.17,18
Outcomes
Our primary outcome was the frequency of co-prescribing opioids with benzodiazepines and/or SMRs, which was identified from fills from pharmaceutical claims. Included opioid, benzodiazepine, and SMR medications are shown in Table, Supplemental Digital Content 2, INSERT HYPER LINK. Prescriptions filled for opioids, SMRs, and benzodiazepines were captured as fills from 30 days before to 3 days after surgery to account for prescriptions that may have been provided prior to surgery for postoperative care. The secondary outcome was opioid refills from discharge date to 90 days after surgery. Conversion to oral morphine milligram equivalent (OME) units was performed by using a morphine equivalent conversion factor per milligram, as previously published.19
Patient Factors
Demographic variables included age and race/ethnicity (i.e., White non-Hispanic, Black non-Hispanic, Hispanic, Asian, unknown). Clinical variables included laterality of reconstruction (i.e., unilateral versus bilateral), timing of reconstruction (i.e., immediate versus delayed), type of nodal surgery (i.e., sentinel lymph node, axillary dissection, or none) (See Table, Supplemental Digital Content 3, which shows Procedure Codes for Identifying Laterality of Reconstruction, Use of Acellular Dermal Matrix (ADM) or Other Biologic, Timing of Reconstruction, Type of Nodal Surgery, INSERT HYPER LINK), comorbidities as identified by the Charlson Comorbidity Index20 [few (1–2), moderate (3–4), severe (≥5)], use of acellular dermal matrix (ADM) or other biologic during breast reconstruction, presence of mental health disorders, and preoperative opioid exposure. Mental health diagnoses were identified using the Clinical Classification System (Agency of Healthcare Research and Quality) and grouped into anxiety, depression, substance use disorders (i.e., alcohol and other substance-related disorders) and other mental health disorders (i.e., adjustment disorder, suicidality or self-harm, disruptive behavior disorders, personality disorders, schizophrenia, and other psychotic disorders) (See Table, Supplemental Digital Content 4, which shows Clinical Classification System (CCS) Codes for Mental Health and Substance Use Disorders, INSERT HYPER LINK).21 Comorbidites, mental health diagnoses, and preoperative opioid exposure were defined in the 12 months before the surgery date for mastectomy. Groupings of preoperative opioid use are described in the Table, Supplemental Digital Content 5, INSERT HYPER LINK.
Statistical Analysis
Demographic and clinical characteristics by fill patterns of opioids, benzodiazepines and/or SMRs were compared using chi-square tests for categorical variables, the Fisher’s exact test for cells with <5 values, and t-tests for continuous variables. We used the SAS QUANTREG procedure to test differences in median amount of opioid prescriptions between different co-prescribing patterns. A multinomial logistic regression analysis was performed to identify risk factors for co-prescribing of opioids with SMRs and/or benzodiazepines. Additionally, we performed logistic regression analyses to determine the relationship between co-prescribing patterns and opioid refills within 90 days of surgery while accounting for patient demographic and clinical variables. Model fit was evaluated using the Hosmer-Lemeshow test. Statistical analyses were performed using Stata version 15.1 (Stata-Corp) and statistical significance was set at p< 0.05.
RESULTS
We identified 17,102 women who underwent mastectomy between 1/1/08–6/30/18 and underwent breast reconstruction between 1/1/08–6/30/19 and had continuous insurance coverage 12 months prior to and 3 months after surgery. Of these, 7,536 women (44.1%) filled a benzodiazepine prescription between 365 days and 31 days prior to their surgery date and were excluded. We also excluded an additional 828 patients (4.8%) who filled a SMR prescription between 365 days and 31 days prior to their surgery date, leaving a final cohort of 8,738 (Figure 1).
Figure 1.
Flow diagram
Most patients (86.7%) filled an opioid prescription after surgery while 13.3% of women did not. Overall, 42.1% of patients filled opioid prescriptions only, 27.7% filled an opioid and a benzodiazepine prescription, 14.4% filled an opioid and a SMR prescription, and 2.4% filled an opioid, benzodiazepine, and a SMR prescription in the perioperative period. Demographic and clinical variables between different prescribing patterns after first-stage IBBR are presented in Table 1. Age, race/ethnicity, timing of reconstruction, use of ADM, Charlson Comorbidity Index, presence of mental health disorders, and preoperative opioid exposure were significantly different between the different patient groups based on prescribing patterns. However, there were no differences in laterality or nodal surgery between groups.
Table 1.
Patient characteristics based on prescribing patterns after implant-based breast reconstruction
| Characteristic | Overall (8,738, 100%) | No opioids (1,164, 13.3%) | Filled opioids only (3,680, 42.1%) | Filled opioids and muscle relaxant (1,257, 14.4%) | Filled opioids and benzodiazepine (2,424, 27.7%) | Filled opioids, muscle relaxant, and benzodiazepine (213, 2.4%) | P-value | ||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Number | % | Number | % | Number | % | Number | % | Number | % | Number | % | ||
| Preoperative opioid exposure | <0.001 | ||||||||||||
| Opioid naïve | 5661 | 64.8% | 809 | 69.5% | 2236 | 60.8% | 794 | 63.2% | 1675 | 69.1% | 147 | 69.0% | |
| Low, remote opioid user | 886 | 10.1% | 102 | 8.8% | 413 | 11.2% | 136 | 10.8% | 215 | 8.9% | 20 | 9.4% | |
| Low, recent opioid user | 1084 | 12.4% | 132 | 11.3% | 481 | 13.1% | 154 | 12.3% | 287 | 11.8% | 30 | 14.1% | |
| Medium opioid user | 849 | 9.7% | 102 | 8.8% | 414 | 11.3% | 142 | 11.3% | 181 | 7.5% | 10 | 4.7% | |
| High and recent opioid user | 258 | 3.0% | 19 | 1.6% | 136 | 3.7% | 31 | 2.5% | 66 | 2.7% | 6 | 2.8% | |
| Age: Mean (SD) | 49.0 (8.5) | 50.1 (8.3) | 49.2 (8.4) | 48.8 (8.6) | 48.3 (8.7) | 49.2 (8.0) | <0.001 | ||||||
| Laterality | 0.134 | ||||||||||||
| Unilateral | 6404 | 73.3% | 859 | 73.8% | 2739 | 74.4% | 907 | 72.2% | 1753 | 72.3% | 146 | 68.5% | |
| Bilateral | 2334 | 26.7% | 305 | 26.2% | 941 | 25.6% | 350 | 27.8% | 671 | 27.7% | 67 | 31.5% | |
| Timing of reconstruction | <0.001 | ||||||||||||
| Immediate | 8172 | 93.5% | 1053 | 90.5% | 3364 | 91.4% | 1195 | 95.1% | 2355 | 97.2% | 205 | 96.2% | |
| Delayed | 566 | 6.5% | 111 | 9.5% | 316 | 8.6% | 62 | 4.9% | 69 | 2.8% | 8 | 3.8% | |
| Use of ADM | 5231 | 59.9% | 649 | 55.8% | 1982 | 53.9% | 853 | 67.9% | 1611 | 66.5% | 136 | 63.9% | <0.001 |
| Nodal surgery | |||||||||||||
| Sentinel lymph node | 1088 | 12.5% | 138 | 11.9% | 463 | 12.6% | 173 | 13.8% | 283 | 11.7% | 31 | 14.6% | 0.328 |
| Axillary dissection | 64 | 0.7% | 14 | 1.2% | 19 | 0.5% | 8 | 0.6% | 22 | 0.9% | 1 | 0.5% | 0.122 |
| Comorbidities | 0.004 | ||||||||||||
| None (CCI=0) | 570 | 6.5% | 87 | 7.5% | 224 | 6.1% | 91 | 7.2% | 160 | 6.6% | 8 | 3.8% | |
| Few (CCI=1,2) | 5425 | 62.1% | 683 | 58.7% | 2260 | 61.4% | 783 | 62.3% | 1565 | 64.6% | 134 | 62.9% | |
| Moderate (CCI= 3,4) | 1543 | 17.7% | 222 | 19.1% | 672 | 18.3% | 201 | 16.0% | 398 | 16.4% | 50 | 23.5% | |
| High (CCI≥5) | 1200 | 13.7% | 172 | 14.8% | 524 | 14.2% | 182 | 14.5% | 301 | 12.4% | 21 | 9.9% | |
| Mental health disorders | |||||||||||||
| Anxiety Disorder | 967 | 11.1% | 132 | 11.3% | 346 | 9.4% | 145 | 11.5% | 297 | 12.3% | 47 | 22.1% | <0.001 |
| Depression | 976 | 11.2% | 138 | 11.9% | 386 | 10.5% | 145 | 11.5% | 271 | 11.2% | 36 | 16.9% | 0.050 |
| Alcohol Substance Disorder | 174 | 2.0% | 20 | 1.7% | 62 | 1.7% | 42 | 3.3% | 49 | 2.0% | 1 | 0.5% | 0.005 |
| Others‡ | 306 | 3.5% | 30 | 2.6% | 135 | 3.7% | 47 | 3.7% | 86 | 3.5% | 8 | 3.8% | 0.476 |
| Race | 0.012 | ||||||||||||
| White | 6437 | 73.7% | 841 | 72.3% | 2668 | 72.5% | 929 | 73.9% | 1835 | 75.7% | 164 | 77.0% | |
| Black | 659 | 7.5% | 93 | 8.0% | 273 | 7.4% | 118 | 9.4% | 165 | 6.8% | 10 | 4.7% | |
| Hispanic | 754 | 8.6% | 99 | 8.5% | 348 | 9.5% | 112 | 8.9% | 177 | 7.3% | 18 | 8.5% | |
| Asian | 329 | 3.8% | 54 | 4.6% | 140 | 3.8% | 34 | 2.7% | 93 | 3.8% | 8 | 3.8% | |
| Unknown | 559 | 6.4% | 77 | 6.6% | 251 | 6.8% | 64 | 5.1% | 154 | 6.4% | 13 | 6.1% | |
| Higher amount of opioids filled (>75th percentile OME*) | 1690 | 19.3% | 29 | 2.5% | 704 | 19.1% | 284 | 22.6% | 598 | 24.7% | 75 | 35.2% | <0.001 |
| Year when the surgery occurred | <0.001 | ||||||||||||
| 2008 | 721 | 8.3% | 109 | 9.4% | 373 | 10.1% | 59 | 4.7% | 169 | 7.0% | 11 | 5.2% | |
| 2009 | 837 | 9.6% | 99 | 8.5% | 438 | 11.9% | 89 | 7.1% | 193 | 8.0% | 18 | 8.5% | |
| 2010 | 860 | 9.8% | 105 | 9.0% | 420 | 11.4% | 95 | 7.6% | 225 | 9.3% | 15 | 7.0% | |
| 2011 | 835 | 9.6% | 97 | 8.3% | 397 | 10.8% | 111 | 8.8% | 208 | 8.6% | 22 | 10.3% | |
| 2012 | 844 | 9.7% | 106 | 9.1% | 382 | 10.4% | 117 | 9.3% | 219 | 9.0% | 20 | 9.4% | |
| 2013 | 877 | 10.0% | 94 | 8.1% | 334 | 9.1% | 139 | 11.1% | 291 | 12.0% | 19 | 8.9% | |
| 2014 | 771 | 8.8% | 97 | 8.3% | 278 | 7.6% | 113 | 9.0% | 264 | 10.9% | 19 | 8.9% | |
| 2015 | 821 | 9.4% | 117 | 10.1% | 307 | 8.3% | 120 | 9.5% | 251 | 10.4% | 26 | 12.2% | |
| 2016 | 775 | 8.9% | 116 | 10.0% | 260 | 7.1% | 144 | 11.5% | 232 | 9.6% | 23 | 10.8% | |
| 2017 | 841 | 9.6% | 118 | 10.1% | 297 | 8.1% | 163 | 13.0% | 238 | 9.8% | 25 | 11.7% | |
| 2018 | 556 | 6.4% | 106 | 9.1% | 194 | 5.3% | 107 | 8.5% | 134 | 5.5% | 15 | 7.0% | |
Opioid and muscle relaxant/benzodiazepine prescriptions filled during 30 days before admission date and 3 days after discharge date
any of the following mental health disorders was present: adjustment disorder, disruptive disorder, personality disorder, psychosis, suicide self-harm, and other miscellaneous mental disorders
75th percentile OME among patients who filled opioid prescriptions 30 days before admission date and 3 days after Discharge date
The median and interquartile range of total amount of opioid prescriptions filled in the perioperative period is presented in Figure 2, which demonstrated that women who filled prescriptions for opioids, benzodiazepines, and SMRs filled the greatest amounts of opioids (median OME=375, IQR=349) compared to other groups (opioids only: median OME=300, IQR=300; opioids and SMRs: median OME=300, IQR=225; opioids and benzodiazepines: median OME=300, IQR=225).
Figure 2.
Median amount (in OMEs) and IQR of opioid prescriptions filled in perioperative period.
Risk factors for co-prescribing of opioids with benzodiazepines
After controlling for demographic and clinical covariates, use of ADM or other biologic during breast reconstruction (RR 1.46, 95%CI 1.30–1.63) and immediate reconstruction (RR 2.33, 95%CI 1.76–3.08) were significantly associated with co-prescribing of opioids and benzodiazepines after surgery. Presence of anxiety (RR 1.31, 95%CI 1.10–1.57) also predicted the likelihood of filling opioids and benzodiazepines. We did not find any effects of age, race/ethnicity except for Asian patients being less likely to be co-prescribed these two medications (RR 0.73, 95%CI 0.60–0.88), laterality of procedure, or nodal surgery on co-prescribing of opioids and benzodiazepines (Table 2).
Table 2.
Multinomial logistic regression for co-prescribing opioids, benzodiazepines, and muscle relaxants
| Outcome: co-prescribing opioids and muscle relaxants/benzodiazepines Base: Opioid only |
No opioids | Opioids and muscle relaxant | Opioids and benzodiazepine | Opioids, muscle relaxant and benzodiazepine | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| RRR† | 95% CI LL | 95% CI LL | p-value | RRR | 95% CI LL | 95% CI LL | p-value | RRR | 95% CI LL | 95% CI LL | p-value | RRR | 95% CI LL | 95% CI LL | p-value | |
| Preoperative opioid exposure (ref: Opioid naïve) | ||||||||||||||||
| Low, remote opioid user | 0.64 | 0.50 | 0.81 | <0.001 | 1.02 | 0.83 | 1.27 | 0.825 | 0.79 | 0.66 | 0.95 | 0.012 | 0.82 | 0.50 | 1.33 | 0.420 |
| Low, recent opioid user | 0.75 | 0.60 | 0.93 | 0.008 | 0.98 | 0.80 | 1.20 | 0.866 | 0.87 | 0.74 | 1.02 | 0.083 | 1.03 | 0.68 | 1.56 | 0.873 |
| Medium opioid user | 0.61 | 0.48 | 0.78 | <0.001 | 1.10 | 0.88 | 1.37 | 0.396 | 0.71 | 0.59 | 0.86 | 0.001 | 0.43 | 0.22 | 0.83 | 0.012 |
| High and recent opioid user | 0.33 | 0.20 | 0.55 | <0.001 | 0.72 | 0.48 | 1.09 | 0.120 | 0.82 | 0.60 | 1.12 | 0.214 | 0.77 | 0.33 | 1.82 | 0.556 |
| Age | 1.01 | 1.01 | 1.02 | 0.001 | 1.00 | 0.99 | 1.00 | 0.325 | 0.99 | 0.98 | 0.99 | <0.001 | 1.00 | 0.98 | 1.01 | 0.709 |
| Bilateral (ref: Unilateral) | 1.14 | 0.97 | 1.35 | 0.111 | 1.16 | 0.99 | 1.36 | 0.069 | 1.10 | 0.97 | 1.25 | 0.134 | 1.34 | 0.97 | 1.86 | 0.076 |
| Use of ADM (ref: No) | 0.97 | 0.84 | 1.11 | 0.653 | 1.48 | 1.28 | 1.70 | <0.001 | 1.46 | 1.30 | 1.63 | <0.001 | 1.22 | 0.90 | 1.64 | 0.199 |
| Immediate Reconstruction (Ref: Delayed) | 0.66 | 0.51 | 0.85 | 0.001 | 1.42 | 1.05 | 1.92 | 0.022 | 2.33 | 1.76 | 3.08 | <0.001 | 1.60 | 0.75 | 3.40 | 0.222 |
| Nodal surgery | ||||||||||||||||
| Sentinel lymph node (ref: No) | 1.01 | 0.81 | 1.26 | 0.929 | 1.26 | 1.03 | 1.55 | 0.026 | 0.91 | 0.77 | 1.08 | 0.280 | 1.17 | 0.76 | 1.80 | 0.471 |
| Axillary dissection (ref: No) | 1.93 | 0.95 | 3.90 | 0.068 | 0.94 | 0.40 | 2.18 | 0.881 | 1.52 | 0.81 | 2.84 | 0.193 | 0.75 | 0.10 | 5.69 | 0.779 |
| Charlson Comorbidities Index (ref: None, CCI=0) | ||||||||||||||||
| Few (CCI= 1,2) | 0.78 | 0.59 | 1.02 | 0.070 | 1.04 | 0.80 | 1.36 | 0.769 | 1.21 | 0.97 | 1.51 | 0.089 | 2.08 | 0.99 | 4.36 | 0.054 |
| Moderate (CCI=3,4) | 0.84 | 0.62 | 1.15 | 0.276 | 0.89 | 0.65 | 1.21 | 0.445 | 1.09 | 0.85 | 1.40 | 0.495 | 2.58 | 1.18 | 5.67 | 0.018 |
| High (CCI≥5) | 0.89 | 0.65 | 1.22 | 0.479 | 1.02 | 0.74 | 1.39 | 0.921 | 1.08 | 0.84 | 1.40 | 0.549 | 1.50 | 0.64 | 3.50 | 0.352 |
| Mental health disorders | ||||||||||||||||
| Anxiety Disorder (ref: None) | 1.14 | 0.91 | 1.43 | 0.243 | 1.13 | 0.90 | 1.41 | 0.284 | 1.31 | 1.10 | 1.57 | 0.003 | 2.48 | 1.71 | 3.61 | <0.001 |
| Depression (ref: None) | 1.13 | 0.91 | 1.41 | 0.265 | 1.05 | 0.85 | 1.31 | 0.641 | 1.02 | 0.86 | 1.22 | 0.796 | 1.35 | 0.90 | 2.03 | 0.151 |
| Alcohol Substance Disorder (ref: None) | 0.88 | 0.52 | 1.48 | 0.622 | 1.53 | 1.02 | 2.31 | 0.042 | 1.06 | 0.72 | 1.56 | 0.777 | 0.18 | 0.02 | 1.32 | 0.092 |
| Others‡ (ref: None) | 0.72 | 0.48 | 1.08 | 0.117 | 1.00 | 0.71 | 1.42 | 0.981 | 0.97 | 0.73 | 1.28 | 0.824 | 1.22 | 0.58 | 2.54 | 0.604 |
| Race/ethnicity (ref: White) | ||||||||||||||||
| Black | 1.14 | 0.89 | 1.47 | 0.299 | 0.67 | 0.46 | 0.99 | 0.045 | 0.92 | 0.70 | 1.21 | 0.556 | 0.92 | 0.44 | 1.93 | 0.832 |
| Hispanic | 0.92 | 0.72 | 1.16 | 0.479 | 1.28 | 1.01 | 1.62 | 0.037 | 0.91 | 0.74 | 1.12 | 0.386 | 0.62 | 0.32 | 1.20 | 0.154 |
| Asian | 1.20 | 0.86 | 1.66 | 0.280 | 0.91 | 0.72 | 1.14 | 0.402 | 0.73 | 0.60 | 0.88 | 0.001 | 0.86 | 0.52 | 1.42 | 0.549 |
| Unknown | 1.06 | 0.81 | 1.39 | 0.673 | 0.84 | 0.63 | 1.13 | 0.253 | 0.96 | 0.78 | 1.19 | 0.717 | 0.98 | 0.54 | 1.75 | 0.936 |
| Year (2008 – 2018) of reconstruction | 1.08 | 1.05 | 1.10 | <0.001 | 1.12 | 1.10 | 1.15 | <0.001 | 1.05 | 1.04 | 1.07 | <0.001 | 1.11 | 1.06 | 1.17 | <0.001 |
RRR: Relative Risk Ratio
any of the following mental health disorders was present: adjustment disorder, disruptive disorder, personality disorder, psychosis, suicide self-harm, and other miscellaneous mental disorders
Associations between co-prescribing and opioid refills within 30 days of surgery
The number of patients within each group who refilled an opioid prescription within 90 days of discharge is summarized in Figure 3. The group that refilled opioids most frequently after surgery were women who filled opioids, benzodiazepines, and SMRs in the perioperative period (67.1%), followed by those who filled opioids and benzodiazepines (60.7%), opioids and SMRs (58.6%), and opioids only (54.2%). Of note, 27.6% of women who did not fill an opioid prescription in the perioperative period (defined as 30 days prior to 3 days after surgery) filled an opioid prescription within 90 days of their discharge date.
Figure 3.
Opioid refill rates (95% CI) after implant-based breast reconstruction by co-prescribing patterns.
Results from our logistic regression for refilling an opioid prescription are presented in Table 3. Using the Hosmer-Lemeshow test (p=0.811), we determined that the model fit well. We found that all patterns of co-prescribing (Opioids and SMR: aOR 1.19, 95%CI 1.04 –1.36; Opioids and benzodiazepine: aOR 1.27, 95%CI 1.14–1.42; Opioids and benzodiazepine and SMR: aOR 1.57, 95%CI 1.16–2.12) were associated with an increased risk for refilling an opioid prescription compared to prescribing opioids only. Preoperative opioid exposure (Low, recent use: aOR 1.38, 95%CI 1.20–1.58; High, recent use: aOR 5.00, 95%CI 3.45–7.24) and higher amount of opioids filled (aOR 1.98, 95%CI 1.74–2.27) were strongly associated with an increased odds of refilling. Other factors such as bilateral reconstruction (aOR 1.27, 95%CI 1.14–1.41), immediate reconstruction (aOR 2.33, 95%CI 1.90–2.86), more comorbidities (Moderate: aOR 1.52, 95%CI 1.23–1.88), and presence of depression (aOR 1.36, 95%CI 1.17–1.59) also conferred increased risks for opioid refills after surgery. Asian race (aOR 0.68, 95%CI 0.53–0.82) and increased age (aOR 0.99, 95%CI 0.99–1.00) were associated with a decreased risk of refills.
Table 3.
Logistic regression for refilling an opioid prescription within 90 days following discharge
| aORs for Refill within 90 Days | ||||
|---|---|---|---|---|
| aOR | 95% CI LL | 95% CI LL | p-value | |
| Co-prescribing Pattern (ref: Opioids only) | ||||
| No opioids | 0.37 | 0.32 | 0.43 | <0.001 |
| Opioids and muscle relaxants | 1.19 | 1.04 | 1.36 | 0.011 |
| Opioids and benzodiazepine | 1.27 | 1.14 | 1.42 | <0.001 |
| Opioids, muscle relaxants and benzodiazepines | 1.57 | 1.16 | 2.12 | 0.004 |
| Preoperative opioid exposure (ref: Opioid naïve) | ||||
| Low, remote opioid user | 1.26 | 1.08 | 1.46 | 0.003 |
| Low, recent opioid user | 1.38 | 1.20 | 1.58 | <0.001 |
| Medium opioid user | 1.16 | 0.99 | 1.36 | 0.067 |
| High and recent opioid user | 5.00 | 3.45 | 7.24 | <0.001 |
| Higher amount of opioids filled (>75th percentile OME*) | 1.98 | 1.74 | 2.27 | <0.001 |
| Age | 0.99 | 0.99 | 1.00 | 0.002 |
| Bilateral (ref: Unilateral) | 1.27 | 1.14 | 1.41 | <0.001 |
| Use of ADM (ref: No) | 1.15 | 1.05 | 1.27 | 0.004 |
| Immediate Reconstruction (Ref: Delayed) | 2.33 | 1.90 | 2.86 | <0.001 |
| Nodal surgery (ref: No) | ||||
| Sentinel lymph node (ref: No) | 1.06 | 0.92 | 1.23 | 0.401 |
| Axillary dissection (ref: No) | 1.14 | 0.67 | 1.95 | 0.625 |
| Comorbidities (ref: None) | ||||
| Few | 1.19 | 0.99 | 1.44 | 0.063 |
| Moderate | 1.52 | 1.23 | 1.88 | <0.001 |
| High | 1.23 | 0.99 | 1.53 | 0.061 |
| Mental health disorders | ||||
| Anxiety Disorder (ref: None) | 1.00 | 0.86 | 1.17 | 0.962 |
| Depression (ref: None) | 1.36 | 1.17 | 1.59 | <0.001 |
| Alcohol Substance Disorder (ref: None) | 1.33 | 0.95 | 1.87 | 0.095 |
| Others‡ (ref: None) | 1.07 | 0.84 | 1.36 | 0.590 |
| Race/ethnicity (ref: White) | ||||
| Black | 1.05 | 0.89 | 1.25 | 0.540 |
| Hispanic | 0.86 | 0.73 | 1.00 | 0.056 |
| Asian | 0.68 | 0.53 | 0.86 | 0.001 |
| Unknown | 0.86 | 0.71 | 1.03 | 0.093 |
| Year (2008 – 2018) of reconstruction | 0.95 | 0.94 | 0.97 | <0.001 |
DISCUSSION
In this cohort of privately insured women aged 18–64 years old undergoing IBBR, 86.7% of women fill an opioid prescription in the perioperative period and that nearly half (44.5%) of women are co-prescribed opioids with benzodiazepines, SMRs, or both. Despite guidelines outlined by the FDA and CDC strongly discouraging co-prescribing of opioids with benzodiazepines and SMRs, about 1 in 4 women undergoing IBBR in this cohort filled opioids with benzodiazepines, and nearly 1 in 6 women filled an opioid with SMR after surgery. In addition to patient-level characteristics such as presence of anxiety, our analysis also suggests that the risk of co-prescribing of opioids with benzodiazepines is impacted by use of ADM or other biologics during breast reconstruction, and timing of reconstruction. Moreover, we found an independent association between all types of co-prescribing patterns and odds of refilling an opioid prescription after surgery.
In 2016, the CDC issued a report about the state of opioid prescribing with recommendations to curtail the national opioid crisis.13 Further complicating the problem, national studies found benzodiazepine use, with or without opioid use, was associated with a doubling in all-cause mortality risk in comparison with the use of low-risk antidepressants.22 Studies estimate that about one-third of opioid overdoses involve benzodiazepines, and that co-prescribing opioids with benzodiazepines is a significant risk factor for emergency visits or inpatient admission for a drug-related emergency.7 The risks of respiratory depression, overdose, and death due to co-prescribing of opioids and benzodiazepines resulted in the FDA to issue “black box” warnings that emphasize the dangers of using these medications together and strongly discouraged providers from prescribing these medications together whenever possible.12,13 Despite the serious adverse effects of co-prescribing, it is troubling that nearly 30% of our cohort were prescribed opioids and benzodiazepines after breast reconstruction. Although our analysis captured prescribing patterns both before and after the CDC and FDA released guidelines in 2016, future analyses are necessary to determine if these guidelines result in future reductions in the extent and intensity of co-prescribing of opioids with benzodiazepines after IBBR.
The frequency of co-prescribing of opioids with SMRs and/or benzodiazepines we observed among women undergoing IBBR may be explained by the desire to mitigate discomfort due to postoperative muscle contraction, particularly after subpectoral implant placement. Although benzodiazepines may relieve muscle spasticity in some cases, benzodiazepines are sedatives that raise the level of GABA in the central nervous system and are primarily used for anxiety or insomnia.23 In fact, most benzodiazepines (except diazepam) are not FDA-approved for muscle relaxation and such use of these medications would be “off-label” prescribing. Diazepam is the only benzodiazepine that is FDA approved for use in muscle spasms despite the paucity of literature supporting this indication;24 for example, there is only one trial to date that has investigated the use of diazepam to reduce muscle spasms, which found no difference from placebo.25 Additionally, cyclobenzaprine is a commonly prescribed SMR but despite its classification, does not act on skeletal muscle.26 It acts centrally on the brainstem to decrease the activity of serotonergic descending neurons, thus decreasing muscle tone.26 From 2005–2016, prescriptions for SMRs have doubled despite prominent adverse effects and limited long-term efficacy.27 High-risk elderly patients received disproportionally greater SMR prescriptions, many of whom were already co-prescribed an opioid.27 Co-prescribing of opioids with SMRs in any age group also carries a significant risk of opioid overdose and should also be avoided whenever possible.27,28 The authors urge providers to educate patients of the “black box” warning and potential dangers regarding use of opioids with SMRs/benzodiazepines prior to discharge.
Another possible explanation for the high frequency of co-prescribing of opioids with benzodiazepines and/or SMRs in our cohort is the increasing popularity of ERAS protocols for many procedures that include breast reconstruction, which often include opioids, SMRs, and benzodiazepines in these protocols.4,14,15,29 ERAS protocols focus on improving recovery after surgery, and managing pain is a central tenet of any given protocol. Unfortunately, pain is common after breast surgery as upwards of one-quarter to one-half of patients who undergo mastectomy will develop long term pain or post mastectomy pain syndrome.30–33 To minimize the potential long term risk, ERAS protocols preemptively deploy multimodal analgesia incorporating systemic, regional, and neuraxial techniques to reduce postoperative pain and stress-inducing side effects.34 In 2015, the Breast Reconstruction Advisory Group convened and developed a consensus approach to best practices for providing analgesia for common breast surgical procedures including lumpectomy, bilateral mastectomy with and without tissue expanders, and deep inferior epigastric perforator (DIEP) flap reconstruction.4 Interestingly, this multimodal analgesia protocol recommends either a benzodiazepine (diazepam) or a SMR (methocarbamol) postoperatively to “help with muscle spasms if elevation of the pectoralis major is performed” although it does not specify if this is intended for postoperative use while in the hospital, upon discharge, or both. In addition, a subsequent study evaluated the efficacy of the recommendations made by the Breast Reconstruction Advisory Group on the reduction of opioid use after breast reconstruction.5 Although the multimodal analgesic strategy was effective in reducing opioid consumption after surgery, this pathway routinely prescribed methocarbamol, a SMR, postoperatively and reserved oxycodone for “rescue,” allowing for the possibility of co-prescribing of these two medications.5 Most ERAS protocols, like the one outlined by the Breast Reconstruction Advisory Group pertain to inpatient pain management, possibly contributing to the postoperative co-prescribing practices described in this analysis. As ERAS protocols become more widespread, evaluating the implementation of these protocols on prescribing patterns will be important.
Different breast reconstruction options may convey differential opioid-use risk.3,35 For example, tissue expander-based reconstruction is associated with greater analgesic use than those with direct-to-implant implant techniques.35 Additionally, larger tissue expander size and higher initial fill volumes are associated with increased opioid use after surgery.35 On the contrary, studies suggest that women who undergo prepectoral reconstruction may use less opioids medications and are less likely to require refills of opioids.36 The development of ADM and other biologics have alleviated past concerns of prepectoral implant reconstruction and have played a key role in the resurgence of prepectoral implant-based reconstruction. Compared to total or dual-plane with ADM subpectoral expander placement, prepectoral expander placement has been found not only to be less painful in the immediate and 30-day postoperative periods, but also result in reduced opioid requirements.37,38 In our current analysis however, we found that use of ADM or other biologics was a risk factor for co-prescribing of opioids with benzodiazepines, opioids with SMRs, and opioids with both types of medications. During this study period, the CPT code for use of ADM or other biologic changed, which making it difficult to account for in this analysis and it is possible that misclassification occurred. Additionally, the way in which ADM and other biologics are being used breast reconstruction has evolved over the study timeframe. Therefore, we advocate for more robust prospective studies that will examine details of each procedure including factors such as placement of tissue expander versus direct-to-implant, use of ADM as part of prepectoral reconstruction, use of ADM as a sling in submuscular coverage, or total submuscular placement, size of expander or implant, and initial fill volumes. Additionally, it is imperative that future studies evaluate the impact of these co-prescribing patterns on outcomes such as respiratory complications, overdose, and mortality.
Although we were able to leverage a national claims database to describe the frequency and risk factors of co-prescribing after IBBR, several limitations remain. First, this is an analysis of opioid prescriptions that were filled and thus, we cannot comment on what the patient consumed, introducing the possibility of overestimating opioid and SMR/benzodiazepine consumption; however, a refill for a medication may provide some indication of additional need of analgesia following surgery. Second, as this was a retrospective analysis of a large administrative claims database, we can only describe associations, and we lacked granular detail related to the breast reconstruction procedure such as expander/implant size, fill volume, subpectoral versus prepectoral expander placement. Additionally, we did not collect information regarding chemotherapy, radiotherapy, chronic pain diagnoses, other non-breast cancer related diagnoses, or patient’s subjective complaints which could also affect prescribing for postoperative pain and discomfort. Third, given the nature of this study design, we are unable to account for patient-reported outcomes. These data are paramount for potentially determining why patients are being co-prescribed these different medications. Fourth, we were also not able to determine if women were on an ERAS pathway using claims data. Fifth, it is likely that the opioid refills are being prescribed for the discomfort associated with tissue expansions,39 which we were unable to account for. Prospective studies to evaluate the type and degree of discomfort during tissue expansions and how much opioid analgesics are being prescribed during this time would allow us to better treat the discomfort associated with expansions. Sixth, we attempted to account for the use of botulinum toxin intraoperatively but were unable to reliably capture this covariate with claims data alone. Studies to determine the efficacy of intraoperative injections of botulinum toxin into the pectoralis major muscle on postoperative pain, opioid consumption, and co-prescribing of opioids with SMRs and/or benzodiazepines are needed. Seventh, our cohort did not include women 65 years and older. Given the added risk of opioids, benzodiazepines, and SMRs with advanced age,40 it is possible that there are greater effects of co-prescribing in older women undergoing IBBR. Finally, our analysis describes the experiences of privately insured women in the U.S. undergoing IBBR, which may not be generalizable to all cohorts of other patients. Additionally, while our analysis focused on the risk of co-prescribing, it is imperative that our goal as prescribers of these potentially harmful medications should always be to minimize on opioid analgesics whenever possible.
CONCLUSIONS
Co-prescribing of opioids with benzodiazepines and/or SMRs is common after IBBR. Prescription refill rates after breast reconstruction are higher among women co-prescribed opioids with benzodiazepines and/or SMRs and those who are preoperative opioid users. We must identify strategies to avoid sedatives to manage pain following breast reconstruction to deliver safe surgical care.
Supplementary Material
Supplemental Digital Content 1. See Table, which shows Current Procedural Terminology Fourth Edition (CPT-4), International Classification of Diseases, 9th edition, Clinical Modification procedure (ICD-9 CM), and/or International Classification of Diseases, 10th edition, Procedural Classification System (ICD-10) codes Used to Identify Mastectomy and Breast Reconstruction, INSERT HYPER LINK.
Supplemental Digital Content 2. See Table, which shows Opioid, Benzodiazepine, and Skeletal Muscle Relaxant (SMR) Medications, INSERT HYPER LINK
Supplemental Digital Content 3. See Table, which shows Procedure Codes for Identifying Laterality of Reconstruction, Use of Acellular Dermal Matrix (ADM) or Other Biologic, Timing of Reconstruction, Type of Nodal Surgery, INSERT HYPER LINK
Supplemental Digital Content 4. See Table, which shows Clinical Classification System (CCS) Codes for Mental Health and Substance Use Disorders, INSERT HYPER LINK.
Supplemental Digital Content 5. See Table, which shows Preoperative Opioid Exposure Groups Based on Characteristics of Opioid Prescriptions, INSERT HYPER LINK.
ACKNOWLEDGEMENTS
This study was supported by the National Institutes of Health (NIH) National Institute on Drug Abuse (NIDA) (R01DA042859) awarded to J.F.W. and C.M.B. The content is solely the responsibility of the authors and does not necessarily reflect the official views of the NIH. These funding sources had no role in study design, data collection or analysis, interpretation of data, writing the report, or the decision to submit the findings for publication.
Footnotes
CONFLICT OF INTEREST/DISCLOSURE
Dr. Santosa reported no biomedical financial interests or potential conflicts of interest. Dr. Wang reported no biomedical financial interests or potential conflicts of interest. Dr. Hu reported no biomedical financial interests or potential conflicts of interest. Dr. Mullen reported no biomedical financial interests or potential conflicts of interest. Dr. Brummett reported no biomedical financial interests or potential conflicts of interest. Dr. Englesbe reported no biomedical financial interests or potential conflicts of interest. Dr. Bicket reported no biomedical financial interests or potential conflicts of interest. Dr. Myers reported no biomedical financial interests or potential conflicts of interest. Dr. Waljee reported no biomedical financial interests or potential conflicts of interest.
FD - None of the authors has a financial interest in any of the products, devices, or drugs mentioned in this manuscript
REFERENCES
- 1.Lemaine V, Schilz SR, Van Houten HK, Zhu L, Habermann EB, Boughey JC. Autologous Breast Reconstruction versus Implant-Based Reconstruction: How Do Long-Term Costs and Health Care Use Compare? Plastic and reconstructive surgery. 2020;145(2):303–311. [DOI] [PubMed] [Google Scholar]
- 2.Surgeons ASoP. 2018 Plastic Surgery Statistics Report. 2019; https://www.plasticsurgery.org/documents/News/Statistics/2018/plastic-surgery-statistics-full-report-2018.pdf. Accessed 12/28/2020, 2020.
- 3.Marcusa DP, Mann RA, Cron DC, et al. Prescription Opioid Use among Opioid-Naive Women Undergoing Immediate Breast Reconstruction. Plastic and reconstructive surgery. 2017;140(6):1081–1090. [DOI] [PubMed] [Google Scholar]
- 4.Afonso AM, Newman MI, Seeley N, et al. Multimodal Analgesia in Breast Surgical Procedures: Technical and Pharmacological Considerations for Liposomal Bupivacaine Use. Plastic and reconstructive surgery Global open. 2017;5(9):e1480. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5.Tedesco D, Mayo JL. Decreasing Opioid Prescriptions in Women Undergoing Mastectomy and Breast Reconstruction. Pain management nursing : official journal of the American Society of Pain Management Nurses. 2020;21(4):339–344. [DOI] [PubMed] [Google Scholar]
- 6.Park TW, Saitz R, Ganoczy D, Ilgen MA, Bohnert AS. Benzodiazepine prescribing patterns and deaths from drug overdose among US veterans receiving opioid analgesics: case-cohort study. BMJ (Clinical research ed). 2015;350:h2698. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7.Sun EC, Dixit A, Humphreys K, Darnall BD, Baker LC, Mackey S. Association between concurrent use of prescription opioids and benzodiazepines and overdose: retrospective analysis. BMJ (Clinical research ed). 2017;356:j760. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8.Karaca-Mandic P, Meara E, Morden NE. The growing problem of co-treatment with opioids and benzodiazepines. BMJ (Clinical research ed). 2017;356:j1224. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9.Jones CM, McAninch JK. Emergency Department Visits and Overdose Deaths From Combined Use of Opioids and Benzodiazepines. Am J Prev Med. 2015;49(4):493–501. [DOI] [PubMed] [Google Scholar]
- 10.Jann M, Kennedy WK, Lopez G. Benzodiazepines: a major component in unintentional prescription drug overdoses with opioid analgesics. Journal of pharmacy practice. 2014;27(1):5–16. [DOI] [PubMed] [Google Scholar]
- 11.Jeffery MM, Hooten WM, Jena AB, Ross JS, Shah ND, Karaca-Mandic P. Rates of Physician Coprescribing of Opioids and Benzodiazepines After the Release of the Centers for Disease Control and Prevention Guidelines in 2016. JAMA network open. 2019;2(8):e198325–e198325. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.Administration UFD. FDA Drug Safety Communication: FDA warns about serious risks of death when combing opioid pain or cough medicines with benzodiazepines; requires its strongest warning. 2016; https://www.fda.gov/drugs/drug-safety-and-availability/fda-drug-safety-communication-fda-warns-about-serious-risks-and-death-when-combining-opioid-pain-or. Accessed 12/28/2020, 2020.
- 13.Dowell D, Haegerich TM, Chou R. CDC Guideline for Prescribing Opioids for Chronic Pain--United States, 2016. Jama. 2016;315(15):1624–1645. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.Rendon JL, Hodson T, Skoracki RJ, Humeidan M, Chao AH. Enhanced Recovery after Surgery Protocols Decrease Outpatient Opioid Use in Patients Undergoing Abdominally Based Microsurgical Breast Reconstruction. Plastic and reconstructive surgery. 2020;145(3):645–651. [DOI] [PubMed] [Google Scholar]
- 15.Persing S, Manahan M, Rosson G. Enhanced Recovery After Surgery Pathways in Breast Reconstruction. Clinics in plastic surgery. 2020;47(2):221–243. [DOI] [PubMed] [Google Scholar]
- 16.Optum. Optum Clinformatics Data Mart. 2017; https://www.optum.com/content/dam/optum/resources/productSheets/Clinformatics_for_Data_Mart.pdf. Accessed April 17, 2021.
- 17.Olsen MA, Nickel KB, Fox IK, Margenthaler JA, Wallace AE, Fraser VJ. Comparison of Wound Complications After Immediate, Delayed, and Secondary Breast Reconstruction Procedures. JAMA surgery. 2017;152(9):e172338–e172338. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18.Olsen MA, Nickel KB, Fox IK, et al. Incidence of Surgical Site Infection Following Mastectomy With and Without Immediate Reconstruction Using Private Insurer Claims Data. Infection Control & Hospital Epidemiology. 2015;36(8):907–914. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Waljee JF, Zhong L, Hou H, Sears E, Brummett C, Chung KC. The Use of Opioid Analgesics following Common Upper Extremity Surgical Procedures: A National, Population-Based Study. Plastic and reconstructive surgery. 2016;137(2):355e–364e. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20.Charlson M, Szatrowski TP, Peterson J, Gold J. Validation of a combined comorbidity index. Journal of clinical epidemiology. 1994;47(11):1245–1251. [DOI] [PubMed] [Google Scholar]
- 21.Brummett CM, Waljee JF, Goesling J, et al. New Persistent Opioid Use After Minor and Major Surgical Procedures in US Adults. JAMA surgery. 2017;152(6):e170504. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22.Xu KY, Hartz SM, Borodovsky JT, Bierut LJ, Grucza RA. Association Between Benzodiazepine Use With or Without Opioid Use and All-Cause Mortality in the United States, 1999–2015. JAMA network open. 2020;3(12):e2028557. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23.Bachhuber MA, Hennessy S, Cunningham CO, Starrels JL. Increasing Benzodiazepine Prescriptions and Overdose Mortality in the United States, 1996–2013. American journal of public health. 2016;106(4):686–688. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24.Shaum KM, Christie BM, Israel JS, Rao VK. Concomitant Opioid and Diazepam Use in Plastic Surgery. Plastic and reconstructive surgery Global open. 2019;7(6):e2050. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Basmajian JV. Cyclobenzaprine hydrochloride effect on skeletal muscle spasm in the lumbar region and neck: two double-blind controlled clinical and laboratory studies. Archives of physical medicine and rehabilitation. 1978;59(2):58–63. [PubMed] [Google Scholar]
- 26.Schoenbrunner AR, Janis JE. Pain Management in Plastic Surgery. Clinics in plastic surgery. 2020;47(2):191–201. [DOI] [PubMed] [Google Scholar]
- 27.Soprano SE, Hennessy S, Bilker WB, Leonard CE. Assessment of Physician Prescribing of Muscle Relaxants in the United States, 2005–2016. JAMA network open. 2020;3(6):e207664–e207664. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 28.Li Y, Delcher C, Wei YJ, et al. Risk of Opioid Overdose Associated With Concomitant Use of Opioids and Skeletal Muscle Relaxants: A Population-Based Cohort Study. Clin Pharmacol Ther. 2020;108(1):81–89. [DOI] [PubMed] [Google Scholar]
- 29.Offodile AC 2nd, Gu C, Boukovalas S, et al. Enhanced recovery after surgery (ERAS) pathways in breast reconstruction: systematic review and meta-analysis of the literature. Breast cancer research and treatment. 2019;173(1):65–77. [DOI] [PubMed] [Google Scholar]
- 30.Cui L, Fan P, Qiu C, Hong Y. Single institution analysis of incidence and risk factors for post-mastectomy pain syndrome. Scientific reports. 2018;8(1):11494. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31.Alves Nogueira Fabro E, Bergmann A, do Amaral ESB, et al. Post-mastectomy pain syndrome: incidence and risks. Breast (Edinburgh, Scotland). 2012;21(3):321–325. [DOI] [PubMed] [Google Scholar]
- 32.Carpenter JS, Andrykowski MA, Sloan P, et al. Postmastectomy/postlumpectomy pain in breast cancer survivors. Journal of clinical epidemiology. 1998;51(12):1285–1292. [DOI] [PubMed] [Google Scholar]
- 33.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 oncologica (Stockholm, Sweden). 1997;36(6):625–630. [DOI] [PubMed] [Google Scholar]
- 34.Maund E, McDaid C, Rice S, Wright K, Jenkins B, Woolacott N. Paracetamol and selective and non-selective non-steroidal anti-inflammatory drugs for the reduction in morphine-related side-effects after major surgery: a systematic review. Br J Anaesth. 2011;106(3):292–297. [DOI] [PubMed] [Google Scholar]
- 35.Gassman AA, Yoon AP, Festekjian J, Da Lio AL, Tseng CY, Crisera C. Comparison of immediate postoperative pain in implant-based breast reconstructions. Journal of plastic, reconstructive & aesthetic surgery : JPRAS. 2016;69(5):604–616. [DOI] [PubMed] [Google Scholar]
- 36.Copeland-Halperin LR, Yemc L, Emery E, et al. Evaluating Postoperative Narcotic Use in Prepectoral Versus Dual-plane Breast Reconstruction Following Mastectomy. Plastic and reconstructive surgery Global open. 2019;7(2):e2082. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 37.Caputo GG, Zingaretti N, Kiprianidis I, et al. Quality of Life and Early Functional Evaluation in Direct-to-Implant Breast Reconstruction After Mastectomy: A Comparative Study Between Prepectoral Versus Dual-Plane Reconstruction. Clinical breast cancer. 2020. [DOI] [PubMed] [Google Scholar]
- 38.Walia GS, Aston J, Bello R, et al. Prepectoral Versus Subpectoral Tissue Expander Placement: A Clinical and Quality of Life Outcomes Study. Plastic and reconstructive surgery Global open. 2018;6(4):e1731. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 39.Hanna KR, DeGeorge BR Jr., Mericli AF, Lin KY, Drake DB. Comparison study of two types of expander-based breast reconstruction: acellular dermal matrix-assisted versus total submuscular placement. Annals of plastic surgery. 2013;70(1):10–15. [DOI] [PubMed] [Google Scholar]
- 40.Santosa KB, Lai YL, Brummett CM, et al. Higher Amounts of Opioids Filled After Surgery Increase Risk of Serious Falls and Fall-Related Injuries Among Older Adults. J Gen Intern Med. 2020;35(10):2917–2924. [DOI] [PMC free article] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Supplementary Materials
Supplemental Digital Content 1. See Table, which shows Current Procedural Terminology Fourth Edition (CPT-4), International Classification of Diseases, 9th edition, Clinical Modification procedure (ICD-9 CM), and/or International Classification of Diseases, 10th edition, Procedural Classification System (ICD-10) codes Used to Identify Mastectomy and Breast Reconstruction, INSERT HYPER LINK.
Supplemental Digital Content 2. See Table, which shows Opioid, Benzodiazepine, and Skeletal Muscle Relaxant (SMR) Medications, INSERT HYPER LINK
Supplemental Digital Content 3. See Table, which shows Procedure Codes for Identifying Laterality of Reconstruction, Use of Acellular Dermal Matrix (ADM) or Other Biologic, Timing of Reconstruction, Type of Nodal Surgery, INSERT HYPER LINK
Supplemental Digital Content 4. See Table, which shows Clinical Classification System (CCS) Codes for Mental Health and Substance Use Disorders, INSERT HYPER LINK.
Supplemental Digital Content 5. See Table, which shows Preoperative Opioid Exposure Groups Based on Characteristics of Opioid Prescriptions, INSERT HYPER LINK.



