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1.
Arthrosc Sports Med Rehabil ; 6(2): 100908, 2024 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-38469124

RESUMO

Purpose: To determine the rate of and risk factors for clinical failure and return to military duty following primary patellar tendon repair with either transosseous trunnel repair or suture anchor repair. Methods: The Military Health System Data Repository (MDR) was queried to identify all adult patients undergoing surgical treatment of a patellar tendon rupture in the Military Health System from 2014 to 2018. Patients who underwent either transosseous tunnel repair or suture anchor repair were included. Health records were examined to collect additional data. Univariate analysis and multivariate logistic regression models were used to determine independent risk factors for rerupture. Results: A total of 450 knees in 437 patients were included. Transosseous tunnel repair was the most frequently used technique (314/450, 77%), followed by suture anchor repair (113/450, 25%). Rerupture occurred in 33 knees (7%). There was no difference in rerupture rate between transosseous tunnel repair and suture anchor repair (P = .15), and this result persisted within the multivariate logistic regression model. Among transosseous tunnel repairs, use of low tensile strength suture was an independent risk factor for repair failure (odds ratio [OR], 3.4; P = .016). Among suture anchor repairs, use of anchors 5.0 mm in diameter or greater (OR, 12.0; P = .027) was an independent risk factor for repair failure. Conclusions: There is no statistically significant difference in failure rate between transosseous tunnel repair and suture anchor repair in primary patellar tendon ruptures. However, the use of low tensile strength suture with transosseous tunnels and the use of suture anchors 5.0 mm in diameter or greater resulted in significantly higher failure rates. These data suggest that use of high tensile strength suture in transosseous tunnel repair and use of suture anchors less than 5.0 mm in diameter in suture anchor repair result in lower failure rate in primary patellar tendon repair. Level of Evidence: Level III, retrospective cohort study.

2.
Mil Med ; 2024 Feb 12.
Artigo em Inglês | MEDLINE | ID: mdl-38345083

RESUMO

INTRODUCTION: Patient demographics, such as sex and age, are known risk factors for undergoing revision following primary total hip arthroplasty (THA). The military population is unique because of the increased rates of primary and secondary osteoarthritis of the hip. Treatment options are limited for returning patients to their line of duty; however, THA has been shown to be an effective option. The primary purpose of this study was to evaluate and contrast the demographic differences of patients undergoing primary THA between the U.S. active duty military population and the general population. The secondary goal was to identify the proportion of primary THA performed at the MTF within the military health system (MHS). METHODS: This was an exempt study determined by the local institutional review board. A retrospective analysis of the MHS Data Repository (MDR) and the National Surgical Quality Improvement Program (NSQIP) was performed. The databases were used to identify the patients who underwent THA from January 1, 2015 to December 31, 2020. The MDR was used to identify demographics such as sex, age, setting of surgery, geographic location, previous military deployments, history of deployment-related injuries, branch of service, and rank. The NSQIP database was queried for sex and age. The median age of the population was compared using the Mann-Whitney U test and gender was compared using the Chi-square test. RESULTS: The MDR was used to evaluate 2,734 patients, whereas the NSQIP database was used to evaluate 223,832 patients. In the military population, patients who underwent THA were 87.7% male with an average age of 45 years, whereas in the general population as measured via the NSQIP database, 45.2% patients were male with an average age of 66.0 years. Comparing the two groups, we demonstrated that the military patients were significantly more likely to be younger (P < .001) and males (P < .001). Only 29.6% of primary THAs were performed within the MTF. CONCLUSIONS: Patients in the MHS are undergoing THA at a younger age and are more likely to be male compared to the general population. A significant portion of primary THAs in the MHS are also being performed at civilian institutions. These demographics may result in increased risk of revision; however, long-term studies are warranted to evaluate survivorship in this unique population.

3.
Arthrosc Sports Med Rehabil ; 6(1): 100831, 2024 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-38169763

RESUMO

Purpose: To characterize the ability of the intact medial patellofemoral ligament (MPFL) and the adductor transfer and adductor sling MPFL reconstruction techniques to resist subluxation and dislocation in a cadaveric model. Methods: Nine fresh-frozen cadaveric knees were placed on a custom testing fixture with the femur fixed parallel to the floor, the tibia placed in 20° of flexion, and the patella attached to a load cell. The patella was displaced laterally, and subluxation load (in newtons), dislocation load (in newtons), maximum failure load (in newtons), patellar displacement at failure, and mode of failure were recorded. Testing was conducted with the MPFL intact and after the adductor sling and adductor transfer reconstruction techniques. Statistical analysis was completed using 1-way repeated-measures analysis of variance with the Holm-Sidák post hoc test. Results: The subluxation load was not significantly different between groups. The native MPFL dislocation load was significantly higher than the dislocation loads of both reconstruction techniques, but no significant difference between the dislocation loads of the 2 reconstruction techniques occurred. The native MPFL failure load was significantly higher than the failure loads of both reconstruction techniques. The adductor sling failure load was significantly higher than the adductor transfer failure load. The mode of failure varied across groups. The native MPFL failed by femoral avulsion, patellar avulsion, and midsubstance tear. The main mode of failure for adductor transfer was pullout, whereas failure for the adductor sling technique most often occurred at the sutures. Most of the native MPFLs and all adductor sling reconstructions failed after dislocation. The adductor transfer reconstructions were much more variable, with failures spanning from before subluxation through dislocation. Conclusions: Our cadaveric model showed that neither the adductor transfer technique nor the adductor sling technique restored failure load to that of the native condition. There was no significant difference in the subluxation or dislocation loads between the 2 MPFL reconstructions, but the adductor sling technique resulted in a higher load to failure. The adductor transfer technique frequently failed before subluxation or dislocation when compared with the adductor sling technique and the native MPFL. Clinical Relevance: The best technique for MPFL reconstruction in patients with open physes is a topic of debate. Given the long-term consequences of MPFL injury and potential for growth plate disturbance, it is important to study MPFL reconstruction techniques thoroughly, including in the laboratory setting.

4.
Arthroscopy ; 2024 Jan 12.
Artigo em Inglês | MEDLINE | ID: mdl-38284959

RESUMO

Hip abductor pathology exists on a spectrum, potentially involving symptoms of pain, weakness, loss of active motion, and disordered movement. Imaging findings may include tendinosis, detachment of a portion of the footprint, fluid imbibition with undersurface tearing at the footprint, or full-thickness detachment of 1 or both tendons with or without evidence of fatty infiltration or atrophy of the associated muscle bellies. Yet, sometimes there are no imaging findings at all. Endoscopic repair of hip abductor tendon tears is growing in popularity and interest. Recent research suggests that with treatment of concomitant pathology, excellent clinical results are durable, even in patients with potentially poor prognoses (eg - older patients with poor preoperative patient reported outcome measures). While techniques have become increasingly refined, surgical indications remain vague and confusing. Future research could consider why some patients are taken to the operating room, while most are not.

5.
Hip Int ; 34(2): 156-160, 2024 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-37278372

RESUMO

INTRODUCTION: Perioperative multimodal protocols following total joint replacements have significantly decreased the amount of perioperative and postoperative opioids. Further identification of those requiring more or less opioids through individualisation, may further aid in reducing the amount prescribed. Therefore, the purpose of the study was to evaluate whether a patient's grit, the measurable psychological strength of character to persevere during hardship, measured by postoperative opioid consumption. METHODS: Consecutive patients who had undergone either primary or revision total knee arthroplasty (TKA) or total hip arthroplasty (THA) from February 2019 to August 2020 at our institution logged their opioid use for the first 2 weeks postoperatively, detailing the type, dosage, and number of narcotics they consumed. Those who completed their logs and a grit questionnaire had their average morphine equivalent dose (MED) and grit score calculated. Analysis was then performed to evaluate if any association existed between these 2 variables. RESULTS: There was no correlation between grit score and postoperative opioid consumption in the first 2 weeks following discharge after total joint arthroplasty. A total of 144 patients were eligible to participate and a total of 86 patients met inclusion criteria, 48 patients in the TKA group and 38 in the THA group. Of all patients, 63% were male. The average MED was 95.5 for THAs and 192 for TKAs. The average grit score was 4.23 for THAs and 4.19 for TKAs. CONCLUSIONS: There is not an apparent association between grit score and postoperative opioid consumption in the first 2 weeks after total joint arthroplasty. General psychological resiliency may not be an important predictor of postoperative opioid use with modern postoperative protocols.


Assuntos
Artroplastia de Quadril , Artroplastia do Joelho , Transtornos Relacionados ao Uso de Opioides , Humanos , Masculino , Feminino , Analgésicos Opioides/uso terapêutico , Artroplastia de Quadril/efeitos adversos , Dor Pós-Operatória/tratamento farmacológico , Transtornos Relacionados ao Uso de Opioides/etiologia , Transtornos Relacionados ao Uso de Opioides/tratamento farmacológico , Artroplastia do Joelho/efeitos adversos , Morfina , Estudos Retrospectivos
6.
Mil Med ; 2023 Nov 10.
Artigo em Inglês | MEDLINE | ID: mdl-37966515

RESUMO

INTRODUCTION: Age and sex are known demographic risk factors for requiring revision surgery following primary total knee arthroplasty (TKA). Military service members are a unique population with barriers to long-term follow up after surgery. This study aims to compare demographic data between active duty military personnel and a nationwide sample to identify differences that may impact clinical and economic outcomes. METHODS: A retrospective observational analysis was performed using the Military Health System Data Repository (MDR) and the National Surgical Quality Improvement Program (NSQIP). Databases were queried for patients undergoing primary TKA between January 1, 2015 and December 31, 2020. The MDR was queried for demographic data including age, sex, duty status, facility type, geographic region, history of prior military deployment, history of deployment-related health condition, branch of military service, and military rank. National Surgical Quality Improvement Program was queried for age and sex. Median age between populations was compared with the Mann-Whitney U test, and gender was compared with a chi-squared test. RESULTS: During the study period, 2,094 primary TKA patients were identified from the MDR, and 357,865 TKA patients were identified from the NSQIP database. Military TKA patients were 79.4% male with a median age of 49.0, and NSQIP TKA patients were 38.9% were male, with a median age of 67. Military TKA patients were significantly more likely to be male (P < .001) and younger (P < .001). CONCLUSION: Patients undergoing TKA in the military are younger and more likely to be male compared to national trends. Current evidence suggests these factors may place them at a significant revision risk in the future. The application of quality metrics based on nationwide demographics may not be applicable to military members within the Military Health System.

7.
Reg Anesth Pain Med ; 2023 Jul 28.
Artigo em Inglês | MEDLINE | ID: mdl-37507224

RESUMO

INTRODUCTION: While civilian opioid prescriptions have seen a dramatic decline in recent years, there are few studies investigating trends in opioid prescription in the active duty military population. We evaluated oral opioid prescribing patterns to active duty military personnel in the Military Health System (MHS) from 2017 to 2020 to determine the incidence of opioid prescriptions as well as demographic and military-specific risk factors for receiving an oral opioid prescription. METHODS: The MHS Data Repository was queried from 2017 to 2020 to identify all outpatient oral opioid prescriptions to active duty military personnel in August of each year as well as demographic information on the study population. Data were evaluated in a logistic regression model, and ORs of receiving an oral opioid prescription were calculated for each factor. RESULTS: The proportion of active duty military personnel receiving an oral opioid prescription declined from 2.71% to 1.26% (53% relative reduction) over the study period. Within the logistic regression model, female military personnel were significantly more likely to receive opioid prescriptions compared with men, and there was a stepwise increase in likelihood of an opioid prescription with increasing age. Army and Marine personnel, personnel without a history of military deployment and those stationed within the continental USA were significantly more likely to receive an opioid prescription. DISCUSSION: The substantial decrease in oral opioid prescriptions to active duty military personnel mirrors data published in the civilian community. The identified risk factors for receiving an opioid prescription may be potential targets for future interventions to further decrease prescribing.

8.
JMIR Perioper Med ; 6: e38462, 2023 Mar 16.
Artigo em Inglês | MEDLINE | ID: mdl-36928105

RESUMO

BACKGROUND: Hyponatremia and hypernatremia, as conventionally defined (<135 mEq/L and >145 mEq/L, respectively), are associated with increased perioperative morbidity and mortality. However, the effects of subtle deviations in serum sodium concentration within the normal range are not well-characterized. OBJECTIVE: The purpose of this analysis is to determine the association between borderline hyponatremia (135-137 mEq/L) and hypernatremia (143-145 mEq/L) on perioperative morbidity and mortality. METHODS: A retrospective cohort study was performed using data from the American College of Surgeons National Surgical Quality Improvement Program database. This database is a repository of surgical outcome data collected from over 600 hospitals across the United States. The National Surgical Quality Improvement Program database was queried to extract all patients undergoing elective, noncardiac surgery from 2015 to 2019. The primary predictor variable was preoperative serum sodium concentration, measured less than 5 days before the index surgery. The 2 primary outcomes were the odds of morbidity and mortality occurring within 30 days of surgery. The risk of both outcomes in relation to preoperative serum sodium concentration was modeled using weighted generalized additive models to minimize the effect of selection bias while controlling for covariates. RESULTS: In the overall cohort, 1,003,956 of 4,551,726 available patients had a serum sodium concentration drawn within 5 days of their index surgery. The odds of morbidity and mortality across sodium levels of 130-150 mEq/L relative to a sodium level of 140 mEq/L followed a nonnormally distributed U-shaped curve. The mean serum sodium concentration in the study population was 139 mEq/L. All continuous covariates were significantly associated with both morbidity and mortality (P<.001). Preoperative serum sodium concentrations of less than 139 mEq/L and those greater than 144 mEq/L were independently associated with increased morbidity probabilities. Serum sodium concentrations of less than 138 mEq/L and those greater than 142 mEq/L were associated with increased mortality probabilities. Hypernatremia was associated with higher odds of both morbidity and mortality than corresponding degrees of hyponatremia. CONCLUSIONS: Among patients undergoing elective, noncardiac surgery, this retrospective analysis found that preoperative serum sodium levels less than 138 mEq/L and those greater than 142 mEq/L are associated with increased morbidity and mortality, even within currently accepted "normal" ranges. The retrospective nature of this investigation limits the ability to make causal determinations for these findings. Given the U-shaped distribution of risk, past investigations that assume a linear relationship between serum sodium concentration and surgical outcomes may need to be revisited. Likewise, these results question the current definition of perioperative eunatremia, which may require future prospective investigations.

9.
J Shoulder Elbow Surg ; 32(8): 1689-1694, 2023 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-36731623

RESUMO

BACKGROUND: Previous studies have shown an association between shoulder instability and the development of glenohumeral arthritis leading to total shoulder arthroplasty (TSA). The primary goal of this study was to evaluate if a history of shoulder instability was more common in patients aged <50 years undergoing TSA. The secondary objective was to determine if a history of prior surgical stabilization is more common in patients aged <50 years undergoing TSA. METHODS: Using the military health system data repository (MDR) and the Military Analysis and Reporting Tool (M2), we identified 489 patients undergoing primary TSA from October 1, 2013, to May 1, 2020, within the Military Health System (MHS). Patients aged <50 years were matched 1:2 with patients aged ≥50 years based on sex, race, and military status, with the final study population comprising 240 patients who underwent primary TSA during the study period. Electronic medical records were examined, and factors showing univariate association (P < .2) were included in a binary logistic regression analysis to determine associations between demographic or clinical factors and TSA prior to age 50 years. RESULTS: The groups differed significantly in shoulder arthritis subtype, with the older group having significantly more primary osteoarthritis (78% vs. 51%, P < .001). The younger group had significantly more patients with a history of shoulder instability (48% vs. 12%, P < .001), prior ipsilateral shoulder surgery of any type (74% vs. 34%, P < .001), and prior ipsilateral shoulder stabilization surgery (31% vs. 5%, P < .001). In the resultant logistic regression model, a history of shoulder instability (OR 5.0, P < .001) and a history of any prior ipsilateral shoulder surgery (OR 3.5, P < .001) were associated with TSA prior to the age of 50 years. CONCLUSIONS: Shoulder instability is a risk factor for TSA before age 50 years. It is unclear how surgical stabilization influences the development of secondary glenohumeral arthritis in shoulder instability. Patients should be counseled that recurrent instability could lead to earlier TSA, regardless of whether surgical stabilization is performed.


Assuntos
Artroplastia do Ombro , Instabilidade Articular , Osteoartrite , Articulação do Ombro , Humanos , Instabilidade Articular/cirurgia , Instabilidade Articular/complicações , Artroplastia do Ombro/efeitos adversos , Articulação do Ombro/cirurgia , Ombro/cirurgia , Resultado do Tratamento , Estudos Retrospectivos , Reoperação , Osteoartrite/cirurgia , Osteoartrite/complicações
10.
J Surg Orthop Adv ; 32(4): 252-258, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-38551234

RESUMO

Discharge destination impacts costs and perioperative planning for primary total knee (TKA) or hip arthroplasty (THA). The purpose of this study was to create a tool to predict discharge destination in contemporary patients. Models were developed using more than 400,000 patients from the National Surgical Quality Improvement Program database. Models were compared with a previously published model using area under the receiver operating characteristic curve (AUC) and decision curve analysis (DCA). AUC on patients with TKA was 0.729 (95% confidence interval [CI]: 0.719 to 0.738) and 0.688 (95% CI: 0.678 to 0.697) using the new and previous models, respectively. AUC on patients with THA was 0.768 (95% CI: 0.758 to 0.778) and 0.726 (95% CI: 0.714 to 0.737) using the new and previous models, respectively. DCA showed substantially improved net clinical benefit. The new models were integrated into a web-based application. This tool enhances clinical decision making for predicting discharge destination following primary TKA and THA. (Journal of Surgical Orthopaedic Advances 32(4):252-258, 2023).


Assuntos
Artroplastia de Quadril , Artroplastia do Joelho , Humanos , Alta do Paciente , Complicações Pós-Operatórias , Aprendizado de Máquina
12.
HSS J ; 18(1): 63-69, 2022 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-35087334

RESUMO

Background: Deciding to perform a distal clavicle excision for acromioclavicular joint arthritis, especially in conjunction with other arthroscopic shoulder procedures, is challenging for surgeons. Studies have reported mixed results on the value of magnetic resonance imaging (MRI) in decision making. Purpose: We sought to correlate MRI findings with clinical symptoms and the surgeon's decision to perform a distal clavicle excision. Methods: We compared MRI, clinical examination, and MRI findings of 200 patients who underwent distal clavicle excision for symptomatic acromioclavicular joint arthritis with 200 patients who underwent arthroscopic shoulder procedures for other reasons. Univariate statistics were used to determine correlations between physical examination findings, MRI findings, and the decision to perform distal clavicle excision. A binary logistic regression model was used to determine independent predictors of need for distal clavicle excision. Results: There was no difference in mean age, sex, and race between groups. Advanced acromioclavicular joint osteoarthritis was strongly correlated with positive physical examination findings. Bony edema correlated strongly with tenderness at the acromioclavicular joint but not pain with cross-body adduction testing. There was no association between higher MRI grade of osteoarthritis and the need for distal clavicle excision. Regression analysis identified both physical examination findings and bony edema on MRI as independent predictors of the need for distal clavicle excision. Conclusion: In the setting of positive clinical examination findings and bony edema of the distal clavicle, surgeons should feel reassured that distal clavicle excision is likely indicated.

13.
Pain ; 163(1): e87-e93, 2022 Jan 01.
Artigo em Inglês | MEDLINE | ID: mdl-33872234

RESUMO

ABSTRACT: Prescription opioids remain an important driver of the opioid crisis in the United States. The purpose of this study was to examine recent changes in opioid prescribing patterns in the Military Health System (MHS) which is a nationwide health system service active duty military personnel and civilian beneficiaries. All patients prescribed opioid analgesics by MHS providers and filled at MHS pharmacies between 2014 and 2018 were identified. Prescriptions were converted to oral morphine equivalents (OMEs) and categorized based on prescribing specialty and formulation. Total opioid prescription counts and opioid prescription counts weighted by the annual number of outpatient encounters for each specialty were calculated, as were total OMEs and daily OMEs per prescription. A total of 3,427,308 prescriptions were included. Primary care providers and surgeons wrote 47% and 29% of opioid prescriptions, respectively. Over the study period, there was a 56% decline in annual opioid prescriptions, 25% decline in median total OMEs, and a 57% decline in opioid prescriptions per patient encounter. The proportion of prescriptions written for >90 OMEs per day declined 21%. Declines in opioid prescriptions and quantities were observed in nearly all specialties over the study period. The results of this study suggest a broad-based shift towards less opioid prescribing.


Assuntos
Analgésicos Opioides , Serviços de Saúde Militar , Analgésicos Opioides/uso terapêutico , Prescrições de Medicamentos , Duração da Terapia , Humanos , Padrões de Prática Médica , Estados Unidos
14.
Hip Int ; 32(4): 516-522, 2022 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-33043699

RESUMO

BACKGROUND: The results of open hip abductor tendon repair remains poorly defined. We sought to present the results and complications of this procedure using modern suture anchor fixation. MATERIALS AND METHODS: Our prospective institutional hip preservation registry was queried for all patients who underwent open hip abductor tendon repair with minimum 2-year follow-up were identified. Demographic, clinical, intraoperative, and functional outcome details were recorded. Patient-reported outcome scores (PROs) including the modified Harris Hip Score (mHHS), HOS-ADL, HOS-S, and iHOT-33 were collected for the preoperative and final postoperative state. Risk factors for lower final mHHS and change in mHHS were analysed using a multiple regression model. RESULTS: A total of 21 patients with mean 48 months clinical follow-up (range 24-84 months). Median mHHS improved from 49.50 preoperatively to 82.50 postoperatively (p < 0.001), median HOS-ADL improved from 60.29 to 82.35 (p = 0.001), median HOS-S improved from 37.50 to 60.00 (p = 0.04), and median iHOT-33 improved from 29.81 to 70.15 (p = 0.001). All patients had +4 or +5 hip abductor strength at final in-person examination at mean 17 months postoperatively. All patients with a preoperative Trendelenburg gait had complete resolution at final examination. There 2 complications, and no patient had re-tear or revision surgery. LCEA < 25° and a history of prior ipsilateral hip surgery were independently predictive of smaller improvement in mHHS at final follow-up. CONCLUSIONS: Open abductor tendon repair is a safe and effective procedure that provides sustained symptomatic and functional improvements at mid-term follow-up.


Assuntos
Artroplastia de Quadril , Impacto Femoroacetabular , Atividades Cotidianas , Artroplastia de Quadril/efeitos adversos , Artroscopia/métodos , Impacto Femoroacetabular/cirurgia , Seguimentos , Articulação do Quadril/cirurgia , Humanos , Estudos Prospectivos , Estudos Retrospectivos , Tendões/cirurgia , Resultado do Tratamento
15.
Arthroscopy ; 38(3): 839-847.e2, 2022 03.
Artigo em Inglês | MEDLINE | ID: mdl-34411683

RESUMO

PURPOSE: To develop a machine-learning algorithm and clinician-friendly tool predicting the likelihood of prolonged opioid use (>90 days) following hip arthroscopy. METHODS: The Military Data Repository was queried for all adult patients undergoing arthroscopic hip surgery between 2012 and 2017. Demographic, health history, and prescription records were extracted for all included patients. Opioid use was divided into preoperative use (30-365 days before surgery), perioperative use (30 days before surgery through 14 days after surgery), postoperative use (14-90 days after surgery), and prolonged postoperative use (90-365 days after surgery). Six machine-learning algorithms (Naïve Bayes, Gradient Boosting Machine, Extreme Gradient Boosting, Random Forest, Elastic Net Regularization, and artificial neural network) were developed. Area under the receiver operating curve and Brier scores were calculated for each model. Decision curve analysis was applied to assess clinical utility. Local-Interpretable Model-Agnostic Explanations were used to demonstrate factor weights within the selected model. RESULTS: A total of 6,760 patients were included, of whom 2,762 (40.9%) filled at least 1 opioid prescription >90 days after surgery. The artificial neural network model showed superior discrimination and calibration with area under the receiver operating curve = 0.71 (95% confidence interval 0.68-0.74) and Brier score = 0.21 (95% confidence interval 0.20-0.22). Postsurgical opioid use, age, and preoperative opioid use had the most influence on model outcome. Lesser factors included the presence of a psychological comorbidity and strong history of a substance use disorder. CONCLUSIONS: The artificial neural network model shows sufficient validity and discrimination for use in clinical practice. The 5 identified factors (age, preoperative opioid use, postoperative opioid use, presence of a mental health comorbidity, and presence of a preoperative substance use disorder) accurately predict the likelihood of prolonged opioid use following hip arthroscopy. LEVEL OF EVIDENCE: III, retrospective comparative prognostic trial.


Assuntos
Analgésicos Opioides , Artroscopia , Adulto , Algoritmos , Analgésicos Opioides/uso terapêutico , Teorema de Bayes , Humanos , Aprendizado de Máquina , Estudos Retrospectivos
18.
Orthop J Sports Med ; 8(6): 2325967120926489, 2020 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-32647731

RESUMO

BACKGROUND: Limited data are available regarding excessive opioid prescribing in the perioperative period after routine orthopaedic procedures in US military personnel. PURPOSE: To examine the demographic profile of the patients receiving these medications and to identify potential risk factors for prolonged opioid use after anterior cruciate ligament reconstruction (ACLR) in the active duty military population. STUDY DESIGN: Case-control study; Level of evidence, 3. METHODS: The Military Analysis and Reporting Tool (M2) was used to search the Military Health System Data Repository (MDR) for patients undergoing ACLR from 2012 through 2015 and specifically for active duty personnel with an arthroscopically assisted ACLR (Current Procedural Terminology [CPT] code 29888). Complete opioid prescription filling history was also obtained. This study had 2 primary outcomes: (1) use of opiate analgesics more than 90 days after surgery, representing prolonged opiate prescriptions, and (2) high levels of postoperative opiate use, defined as having filled prescriptions accounting for greater than the 95th percentile of morphine equivalents for patients in the study cohort. Data were analyzed via multivariate regression analysis to identify potential associations with the primary outcomes. RESULTS: A total of 9474 patients met the inclusion criteria. Median patient age was 27 years, and the sample included 1316 (14%) female and 8158 (86%) male patients. A total of 66 (0.7%) patients had a preoperative diagnosis for substance abuse; 2656 (28%) patients continued to receive opioid prescriptions more than 90 days after surgery, and 502 (5%) patients were in the top 95th percentile of all opioid users within the study cohort. Total preoperative morphine equivalents per day and total perioperative morphine equivalents per day were highly important risk factors for both outcomes, although other demographic factors such as race, sex, and age may play minor roles. CONCLUSION: We identified total preoperative morphine equivalents, total perioperative morphine equivalents, sex, and race as potential predictors of prolonged opioid use after ACLR. This information may prove useful in developing a predictive model to identify at-risk patients before surgery. This could help mitigate future misuse or abuse and improve preoperative patient counseling regarding pain management expectations.

19.
Mil Med ; 185(7-8): e1051-e1056, 2020 08 14.
Artigo em Inglês | MEDLINE | ID: mdl-32627835

RESUMO

INTRODUCTION: The relationship between volume and outcome of total knee arthroplasties is a concern in both the civilian and military patient populations. We sought to compare surgeons and hospital procedure volumes performed on military service members and define factors leading to increased civilian referrals. MATERIALS AND METHODS: The Military Health System Data Repository (MDR) contains patient information on all healthcare beneficiary encounters, including care provided both in Military Health System (MHS) facilities and in civilian network facilities. The Military Analysis and Reporting Tool (M2) queried the MDR for all patients between 2011 and 2015 with a CPT code for hip or knee arthroplasty associated with a provider HIPAA taxonomy code for orthopedic surgery. M2 enrollee encounters were used to calculate the total number of arthroplasty procedures performed by both military and civilian orthopedic surgeons on MHS enrollees as well as the incidence rate of arthroplasty procedures. Logistic regression was used to predict which cases were more likely to have been treated at military treatment facilities using patient gender, sponsor service branch, age, and beneficiary category. RESULTS: During the study period, a total of 12,627 military facility arthroplasty cases and a total of 142,637 civilian facility arthroplasty cases were performed on TRICARE enrolled patients. The total number of military surgeons performing arthroplasty on TRICARE enrolled patients was 323, while the total number of civilian surgeons performing arthroplasty was 10,245 during the same time period; the number of military surgeons performing arthroplasty on active duty patients was 176, and the total number of civilian surgeons performing arthroplasty on military patients was 1045. Overall, including retirees and activity duty service members, more procedures are performed by civilian network surgeons than military surgeons in all states. In an adjusted model, male patients were slightly more likely to receive care at an military treatment facilitie than female patients (OR = 1.47, 95% CI: 1.41-1.53). Furthermore, with respect to service, patients with Air Force (OR: 1.08, 95% CI: 1.02-1.15) and Navy sponsors (OR: 1.61, 95% CI: 1.51-1.71) were more likely to receive military care than patients with Army sponsors. CONCLUSIONS: Based on our findings, we recommend the MHS focus attention to recapturing the Army active duty male patients who are more likely to receive care outside of the military healthcare network. Further analysis of the many factors including, but not limited to, referral process for total joint arthroplasty, time to procedure, and facility resources is required, in addition to assessing patient outcomes following the procedures.


Assuntos
Militares , Ortopedia , Artroplastia , Feminino , Humanos , Incidência , Masculino , Serviços de Saúde Militar , Estados Unidos
20.
J Arthroplasty ; 35(11): 3208-3213, 2020 11.
Artigo em Inglês | MEDLINE | ID: mdl-32622716

RESUMO

BACKGROUND: The opioid epidemic is a public health crisis impacting the practice of surgeons performing primary total hip arthroplasty (THA). Seeking to evaluate changes in prescribers' practices, we asked the following questions: (1) Have the initial discharge opioids following THA changed and (2) Have initial total oral morphine milligram equivalents (OME) prescribed following THA decreased since 2014? METHODS: We retrospectively reviewed discharge prescriptions for 4233 primary THAs performed between fiscal years (FYs) 2014 and 2018 throughout our healthcare system. Drug, dosing, and total OMEs were recorded. We categorized prescriptions into 3 groups: short-acting narcotics only, short-acting plus long-acting narcotics, and short-acting narcotics plus tramadol. Mean age was 59 and 63% were males. RESULTS: The proportion of patients receiving tramadol increased from 2% (FY14) to 25% (FY18) while long-acting opioid prescriptions decreased from 44% (FY14) to 14% (FY18). Oxycodone (82%) was the most common short-acting narcotic. In total, we observed a 27% decrease in initial OME prescribed to a mean of 683 mg (FY18) (P < .0001). Short-acting only protocols had a 19% OME decrease to 589 mg (FY18). Short plus long-acting protocols haed a 23% OME decrease to 939 mg (FY18). Short-acting plus tramadol had an OME of 849 mg (FY18). CONCLUSION: Despite a 27% observed decrease in initial OME prescription following THA, the 683 mg mean OME in FY18 was high. Substituting tramadol for a long-acting narcotic failed to have a dramatic clinical impact on decreasing OME. These data suggest that decreasing the number of short-acting narcotic pills is a critical factor in decreasing OME.


Assuntos
Analgésicos Opioides , Artroplastia de Quadril , Analgésicos Opioides/uso terapêutico , Artroplastia de Quadril/efeitos adversos , Prescrições de Medicamentos , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Dor Pós-Operatória/tratamento farmacológico , Dor Pós-Operatória/epidemiologia , Padrões de Prática Médica , Prescrições , Estudos Retrospectivos
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