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1.
Clin Orthop Relat Res ; 482(2): 313-322, 2024 Feb 01.
Artigo em Inglês | MEDLINE | ID: mdl-37498201

RESUMO

BACKGROUND: Out-of-pocket (OOP) costs can be substantial financial burdens for patients and may even cause patients to delay or forgo necessary medical procedures. Although overall healthcare costs are rising in the United States, recent trends in patient OOP costs for foot and ankle orthopaedic surgical procedures have not been reported. Fully understanding patient OOP costs for common orthopaedic surgical procedures, such as those performed on the foot and ankle, might help patients and professionals make informed decisions regarding treatment options and demonstrate to policymakers the growing unaffordability of these procedures. QUESTIONS/PURPOSES: (1) How do OOP costs for common outpatient foot and ankle surgical procedures for commercially insured patients compare between elective and trauma surgical procedures? (2) How do these OOP costs compare between patients enrolled in various insurance plan types? (3) How do these OOP costs compare between surgical procedures performed in hospital-based outpatient departments and ambulatory surgical centers (ASCs)? (4) How have these OOP costs changed over time? METHODS: This was a retrospective, comparative study drawn from a large, longitudinally maintained database. Data on adult patients who underwent elective or trauma outpatient foot or ankle surgical procedures between 2010 and 2020 were extracted using the MarketScan Database, which contains well-delineated cost variables for all patient claims, which are particularly advantageous for assessing OOP costs. Of the 1,031,279 patient encounters initially identified, 41% (427,879) met the inclusion criteria. Demographic, procedural, and financial data were recorded. The median patient age was 50 years (IQR 39 to 57); 65% were women, and more than half of patients were enrolled in preferred provider organization insurance plans. Approximately 75% of surgical procedures were classified as elective (rather than trauma), and 69% of procedures were performed in hospital-based outpatient departments (rather than ASCs). The primary outcome was OOP costs incurred by the patient, which were defined as the sum of the deductible, coinsurance, and copayment paid for each episode of care. Monetary data were adjusted to 2020 USD. A general linear regression, the Kruskal-Wallis test, and the Wilcoxon-Mann-Whitney test were used for analysis, as appropriate. Alpha was set at 0.05. RESULTS: For foot and ankle indications, trauma surgical procedures generated higher median OOP costs than elective procedures (USD 942 [IQR USD 150 to 2052] versus USD 568 [IQR USD 51 to 1426], difference of medians USD 374; p < 0.001). Of the insurance plans studied, high-deductible health plans had the highest median OOP costs. OOP costs were lower for procedures performed in ASCs than in hospital-based outpatient departments (USD 645 [IQR USD 114 to 1447] versus USD 681 [IQR USD 64 to 1683], difference of medians USD 36; p < 0.001). This trend was driven by higher coinsurance for hospital-based outpatient departments than for ASCs (USD 391 [IQR USD 0 to 1136] versus USD 337 [IQR USD 0 to 797], difference of medians USD 54; p < 0.001). The median OOP costs for common outpatient foot and ankle surgical procedures increased by 102%, from USD 450 in 2010 to USD 907 in 2020. CONCLUSION: Rapidly increasing OOP costs of common foot and ankle orthopaedic surgical procedures warrant a thorough investigation of potential cost-saving strategies and initiatives to enhance healthcare affordability for patients. In particular, measures should be taken to reduce underuse of necessary care for patients enrolled in high-deductible health plans, such as shorter-term deductible timespans and placing additional regulations on the implementation of these plans. Moreover, policymakers and physicians could consider finding ways to increase the proportion of procedures performed at ASCs for procedure types that have been shown to be equally safe and effective as in hospital-based outpatient departments. Future studies should extend this analysis to publicly insured patients and further investigate the health and financial effects of high-deductible health plans and ASCs, respectively. LEVEL OF EVIDENCE: Level III, economic and decision analysis.


Assuntos
Gastos em Saúde , Ortopedia , Adulto , Humanos , Feminino , Estados Unidos , Pessoa de Meia-Idade , Masculino , Estudos Retrospectivos , Pacientes Ambulatoriais , Tornozelo/cirurgia , Custos de Cuidados de Saúde
2.
Eur Spine J ; 30(8): 2157-2166, 2021 08.
Artigo em Inglês | MEDLINE | ID: mdl-33856551

RESUMO

PURPOSE: AI algorithms have shown promise in medical image analysis. Previous studies of ASD clusters have analyzed alignment metrics-this study sought to complement these efforts by analyzing images of sagittal anatomical spinopelvic landmarks. We hypothesized that an AI algorithm would cluster preoperative lateral radiographs into groups with distinct morphology. METHODS: This was a retrospective review of a multicenter, prospectively collected database of adult spinal deformity. A total of 915 patients with adult spinal deformity and preoperative lateral radiographs were included. A 2 × 3, self-organizing map-a form of artificial neural network frequently employed in unsupervised classification tasks-was developed. The mean spine shape was plotted for each of the six clusters. Alignment, surgical characteristics, and outcomes were compared. RESULTS: Qualitatively, clusters C and D exhibited only mild sagittal plane deformity. Clusters B, E, and F, however, exhibited marked positive sagittal balance and loss of lumbar lordosis. Cluster A had mixed characteristics, likely representing compensated deformity. Patients in clusters B, E, and F disproportionately underwent 3-CO. PJK and PJF were particularly prevalent among clusters A and E. Among clusters B and F, patients who experienced PJK had significantly greater positive sagittal balance than those who did not. CONCLUSIONS: This study clustered preoperative lateral radiographs of ASD patients into groups with highly distinct overall spinal morphology and association with sagittal alignment parameters, baseline HRQOL, and surgical characteristics. The relationship between SVA and PJK differed by cluster. This study represents significant progress toward incorporation of computer vision into clinically relevant classification systems in adult spinal deformity. LEVEL OF EVIDENCE IV: Diagnostic: individual cross-sectional studies with the consistently applied reference standard and blinding.


Assuntos
Inteligência Artificial , Lordose , Adulto , Análise por Conglomerados , Estudos Transversais , Humanos , Lordose/diagnóstico por imagem , Lordose/cirurgia , Estudos Retrospectivos
3.
Eur Spine J ; 29(9): 2354-2361, 2020 09.
Artigo em Inglês | MEDLINE | ID: mdl-32488440

RESUMO

PURPOSE: Analysis of interactions of spinal alignment metrics may uncover novel alignment parameters, similar to PI-LL. This study utilized a data-driven approach to hypothesis generation by testing all possible division interactions between spinal alignment parameters. METHODS: This study was a retrospective cohort analysis. In total, 1439 patients with baseline ODI were included for hypothesis generation. In total, 666 patients had 2-year postoperative follow-up and were included for validation. All possible combinations of division interactions between baseline metrics were assessed with linear regression against baseline ODI. RESULTS: From 247 raw alignment metrics, 32,398 division interactions were considered in hypothesis generation. Conceptually, the TPA divided by PI is a measure of the relative alignment of the line connecting T1 to the femoral head and the line perpendicular to the sacral endplate. The mean TPA/PI was 0.41 at baseline and 0.30 at 2 years postoperatively. Higher TPA/PI was associated with worse baseline ODI (p < 0.0001). The change in ODI at 2 years was linearly associated with the change in TPA/PI (p = 0.0172). The optimal statistical grouping of TPA/PI was low/normal (≤ 0.2), medium (0.2-0.4), and high (> 0.4). The R-squared for ODI against categorical TPA/PI alone (0.154) was directionally higher than that for each of the individual Schwab modifiers (SVA: 0.138, PI-LL 0.111, PT 0.057). CONCLUSION: This study utilized a data-driven approach for hypothesis generation and identified the spino-pelvic ratio (TPA divided by PI) as a promising measure of sagittal spinal alignment among ASD patients. Patients with SPR > 0.2 exhibited inferior ODI scores. LEVEL OF EVIDENCE: III.


Assuntos
Qualidade de Vida , Coluna Vertebral , Adulto , Humanos , Pelve , Estudos Retrospectivos , Coluna Vertebral/diagnóstico por imagem , Coluna Vertebral/cirurgia
4.
Arthroscopy ; 36(2): 367-372.e2, 2020 02.
Artigo em Inglês | MEDLINE | ID: mdl-31864815

RESUMO

PURPOSE: To compare postoperative complications, rates of revision, and opioid use of those who undergo shoulder arthroscopy with and without previous anterior cervical discectomy and fusion (ACDF). METHODS: The PearlDiver database from 2007 to 2017 was used to query all patients who underwent shoulder arthroscopy as determined by Current Procedural Terminology (CPT). Patients were then separated among those who had a previous instance of ACDF and those who did not as filtered by CPT. Postoperative complications within 30 days, readmission rates, opioid use, and revision procedures were assessed for each cohort using a mix of International Classification of Diseases Ninth and Tenth Revision Clinical Modification codes, CPT, as well as generic drug codes. RESULTS: A total of 91,029 patients undergoing shoulder arthroscopy were identified, of whom 1,267 (1.4%) had a history of ACDF. Compared with patients without previous ACDF, patients with a history of ACDF had significantly greater respiratory complication rates (1.3% vs 0.5%: adjusted odds ratio [aOR] 2.16, 95% confidence interval [CI]1.30-3.59, P = .003), 30-day complication rates (3.7% vs 2.2%: aOR 1.48, 95% CI 1.10-1.99, P = .011), 1-year revision rates (15.2% vs 7.7%: aOR 2.00, 95% CI 1.71-2.33, P < .0001), and greater opioid use at 1 month, 3 months, 6 months, and 12 months (P < .0001). CONCLUSIONS: This study revealed that patients who undergo shoulder arthroscopy with a history of ACDF are twice as likely to undergo revision arthroscopy within 2 years of surgery and are at an increased risk of complications within 30 days postoperatively as well as prolonged opioid use compared with those without a history of ACDF. With these findings, both spine and shoulder surgeons should aim to be more aware of surgical history, especially of the cervical spine, to better counsel patients' clinical course and expected outcomes following shoulder arthroscopy. LEVEL OF EVIDENCE: III, retrospective cohort study.


Assuntos
Analgésicos Opioides/uso terapêutico , Artroscopia , Discotomia , Complicações Pós-Operatórias , Reoperação/estatística & dados numéricos , Articulação do Ombro/cirurgia , Fusão Vertebral , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Vértebras Cervicais/cirurgia , Criança , Estudos de Coortes , Bases de Dados Factuais , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Estudos Retrospectivos , Adulto Jovem
5.
J Arthroplasty ; 34(1): 116-122, 2019 01.
Artigo em Inglês | MEDLINE | ID: mdl-30337254

RESUMO

BACKGROUND: Sarcopenia, an age-related loss of muscle mass and function, has been previously linked to an increased risk of morbidity, mortality, and infection after a variety of surgical procedures. This study is the first to evaluate the impact of the psoas-lumbar vertebral index (PLVI), a validated marker for central sarcopenia, on determining post-arthroplasty infection status. METHODS: This is a case-control, retrospective review of 30 patients with prosthetic joint infection (PJI) diagnosed by the Musculoskeletal Infection Society criteria compared to 69 control patients who underwent a total hip or knee arthroplasty. All patients had a recent computed tomography scan of the abdomen/pelvis to calculate the PLVI. PLVI was evaluated alongside age, gender, body mass index, Charlson Comorbidity Index, American Society of Anesthesiologists score, and smoking status to determine the predictive value for infection. RESULTS: Notably, the infected group had a large, significant difference in their average PLVI (0.736 vs 0.963, P < .001). The patient's PLVI was a predictor of infection status, with a higher PLVI being protective against infection (odds ratio [OR] 0.28, 95% confidence interval [CI] 0.109-0.715, P = .008). Additional predictors of infection status were higher American Society of Anesthesiologists score (OR 10.634, 95% CI 3.112-36.345, P < .001) and Charlson Comorbidity Index (OR 1.438, 95% CI 1.155-1.791, P = .001). Multivariate, binary logistic regression analysis confirmed that PLVI was a significant independent predictor of infection status (B = -0.685, P = .039). CONCLUSION: PLVI, a marker for central sarcopenia, was demonstrated to be a risk factor for PJI. Further research and consideration of sarcopenia as a screening and optimizable risk factor for total joint arthroplasty must be explored.


Assuntos
Artrite Infecciosa/etiologia , Prótese de Quadril/efeitos adversos , Prótese do Joelho/efeitos adversos , Infecções Relacionadas à Prótese/etiologia , Sarcopenia/complicações , Idoso , Artroplastia de Quadril/efeitos adversos , Artroplastia do Joelho/efeitos adversos , Estudos de Casos e Controles , Feminino , Humanos , Modelos Logísticos , Vértebras Lombares/diagnóstico por imagem , Masculino , Análise Multivariada , Razão de Chances , Músculos Psoas/diagnóstico por imagem , Estudos Retrospectivos , Fatores de Risco , Sarcopenia/diagnóstico por imagem , Tomografia Computadorizada por Raios X
6.
Clin Transplant ; 32(6): e13267, 2018 06.
Artigo em Inglês | MEDLINE | ID: mdl-29683220

RESUMO

An increasing number of patients and families are utilizing online crowdfunding to support their medical expenses related to organ transplantation. The factors influencing the success of crowdfunding campaigns are poorly understood. Crowdfunding campaigns were abstracted from a popular crowdfunding web site. Campaigns were included if they were actively accepting donations to fund medical expenses related to transplantation of selected organs. The primary outcome measure was total amount raised among successful campaigns receiving at least one donation. Bivariate and multivariate analyses were performed on various campaign characteristics. A total of 850 campaigns were analyzed. Kidney transplant campaigns were most common (40.5%), followed by liver (33.3%), lung (12.2%), heart (11.3%), and multiorgan (2.7%). 69.1% of campaigns received any donation, and among these, the mean amount raised was $3664 (median $1175). The following factors were significantly associated with amount raised: more positive emotional sentiment in the campaign description (+2.6% per AFINN unit, P < .001), longer campaign description length (+2.4% per 100 characters, P = .001), higher goal amount (+0.6% per $1000 of goal amount, P = .004), and third-person description perspective (+131% vs first person, P < .001). Physicians will likely encounter medical crowdfunding with increasing frequency as it continues to grow in popularity among their patients.


Assuntos
Crowdsourcing/métodos , Obtenção de Fundos/métodos , Transplante de Órgãos/economia , Adulto , Criança , Feminino , Seguimentos , Humanos , Masculino
7.
Arthroscopy ; 34(7): 2236-2244, 2018 07.
Artigo em Inglês | MEDLINE | ID: mdl-29653793

RESUMO

PURPOSE: Our study aims to analyze a variety of factors involving malpractice lawsuits following arthroscopy, focusing on reasons for lawsuit and establishing predictors for the outcome of the lawsuit. METHODS: Two legal databases, VerdictSearch and Westlaw, were queried for arthroscopic cases in adult patients. For all included cases, clinical and demographic data were recorded. The effects of plaintiff demographics, joint involved, lawsuit allegation, case ruling, and size of indemnity payments were assessed. RESULTS: Of the 240 included cases, 62 (26%) resulted in plaintiff verdict, 160 (67%) resulted in defense verdict, and 18 (8%) were settled without trial. Plaintiff demographics (age and sex) had no effect on the case ruling. There was no statistical difference between indemnity awards for plaintiff verdicts ($1,013,494) and settled cases ($848,331; P = .13). Patient death was noted in 20 cases (8.3%); a significantly higher proportion of these cases were settled versus went to trial (P = .0022), including 19 patients (95%) who had knee arthroscopy and 16 deaths (80%) resulting from a pulmonary embolus. Plaintiff verdict or settlement were seen significantly more frequently for vascular complications and wrong-sided surgery. Alternatively, defense verdicts followed lawsuits alleging surgeon technical error. Wrong-sided surgery, retained instruments, deep venous thrombosis, and postoperative infections were seen at a significantly higher proportion after knee arthroscopy than after arthroscopy of other joints. Similarly, neurological injury was significantly associated with elbow and hip arthroscopy, while allegations of technical error by the surgeon and block-related complications were associated with shoulder arthroscopy. CONCLUSIONS: Plaintiff verdict or settlement were seen for vascular complications and wrong-sided surgery, while defense verdicts followed lawsuits alleging surgeon technical error and block-related complications. We also identified types of allegations that were associated with arthroscopy of different joints. All but one case of patient death (20 cases) were noted to involve knee arthroscopy, and an overwhelming majority resulted due to a pulmonary embolism. This information helps the arthroscopic surgeon better counsel patients and employ strategies to mitigate preventable complications. LEVEL OF EVIDENCE: Level IV, case series.


Assuntos
Artroscopia , Imperícia/estatística & dados numéricos , Erros Médicos/estatística & dados numéricos , Embolia Pulmonar/epidemiologia , Adulto , Bases de Dados Factuais , Articulação do Cotovelo , Feminino , Humanos , Articulação do Joelho , Masculino , Pessoa de Meia-Idade , Complicações Pós-Operatórias/epidemiologia , Complicações Pós-Operatórias/mortalidade , Embolia Pulmonar/mortalidade , Articulação do Ombro , Estados Unidos/epidemiologia
9.
Clin Spine Surg ; 2024 Mar 27.
Artigo em Inglês | MEDLINE | ID: mdl-38531820

RESUMO

STUDY DESIGN: Retrospective review. OBJECTIVES: We substratified the mFI-5 frailty index to reflect controlled and uncontrolled conditions and assess their relationship to perioperative complications. SUMMARY OF BACKGROUND DATA: Risk assessment before adult spinal deformity (ASD) surgery is critical because the surgery is highly invasive with a high complication rate. Although frailty is associated with risk of surgical complications, current frailty measures do not differentiate between controlled and uncontrolled conditions. METHODS: Frailty was calculated using the mFI-5 index for 170 ASD patients with fusion of ≥5 levels. Uncontrolled frailty was defined as blood pressure >140/90 mm Hg, HbA1C >7% or postprandial glucose >180 mg/dL, or recent chronic obstructive pulmonary disease (COPD) exacerbation, while on medication. Patients were divided into nonfrailty, controlled frailty, and uncontrolled frailty cohorts. The primary outcome measure was perioperative major and wound complications. Bivariate analysis was performed. Multivariable analysis assessed the relationship between frailty and perioperative complications. RESULTS: The cohorts included 97 nonfrail, 54 controlled frail, and 19 uncontrolled frail patients. Compared with nonfrail patients, patients with uncontrolled frailty were more likely to have age older than 60 years (84% vs. 24%), hyperlipidemia (42% vs. 20%), and Oswestry Disability Index (ODI) score >42 (84% vs. 52%) (P<0.05 for all). Controlled frailty was associated with those older than 60 years (41% vs. 24%) and hyperlipidemia (52% vs. 20%) (P<0.05 for all). On multivariable regression analysis controlling for hyperlipidemia, functional independence, motor weakness, ODI>42, and age older than 60 years, patients with uncontrolled frailty had greater odds of major complications (OR 4.24, P=0.03) and wound complications (OR 9.47, P=0.046) compared with nonfrail patients. Controlled frailty was not associated with increased risk of perioperative complications (P>0.05 for all). CONCLUSIONS: Although patients with uncontrolled frailty had higher risk of perioperative complications compared with nonfrail patients, patients with controlled frailty did not, suggesting the importance of controlling modifiable risk factors before surgery. LEVEL OF EVIDENCE: 3.

10.
Spine (Phila Pa 1976) ; 48(14): 1003-1008, 2023 Jul 15.
Artigo em Inglês | MEDLINE | ID: mdl-36395378

RESUMO

INTRODUCTION: Prior literature has demonstrated that disparities exist in health care access and outcomes by insurance status, and patients with commercial plans fare better than those with Medicaid. However, variation may exist within commercial plans, which may impact care access. The purpose of our study was to determine the association between commercial health insurance plan type and access/time to surgery among patients with degenerative cervical conditions. METHODS: The MarketScan database (IBM Watson Health, Ann Arbor, MI) was utilized to identify the first instance of International Classification of Diseases-10-CM diagnosis codes for cervical myelopathy and radiculopathy. Patients 65 years old or below enrolled from 2015 to 2020 with a minimum of two years of continuous enrollment were included. Surgery for myelopathy included anterior cervical discectomy and fusion (ACDF), posterior cervical laminectomy and fusion, and laminoplasty, whereas surgery for radiculopathy included ACDF, cervical disk arthroplasty, and foraminotomy. The time between first diagnosis and surgery was determined. Insurance plan type was categorized as noncapitated (NC), non-high-deductible health plan, Health Management Organization-type partially or fully capitated plans, or high-deductible health plans (HDHP). Proportional hazards regression was utilized to compare time-to-incidence of surgery by plan type, adjusting for age, and sex. RESULTS: In total, 55,954 patients with cervical myelopathy and 705,117 patients with cervical radiculopathy were included. Mean follow-up was 537 and 657 days for myelopathy and radiculopathy, respectively. At two years postdiagnosis, 22.6% of myelopathy and 5.6% of radiculopathy patients were managed surgically. ACDF was the most common surgery for both myelopathy (85.7% of surgically managed patients) and radiculopathy (80.6%). The mean time to surgery for myelopathy was 101 days, and 196 days for radiculopathy. The most common plan type was NC for both myelopathy (81.5%, n=44,832) and radiculopathy (80.6%, n=559,109). Time-to-occurrence of surgery was significantly higher among both myelopathy and radiculopathy patients with capitated plans and HDHP versus NC plans, but the impact was significantly greater among those with radiculopathy than myelopathy (all P <0.05). CONCLUSIONS: Insurance plan structure has a significant impact on incidence of and on time-to-occurrence of surgery for patients with cervical degenerative conditions. Patients with HDHP plans may experience higher costs, potentially limiting access to care.


Assuntos
Radiculopatia , Doenças da Medula Espinal , Fusão Vertebral , Humanos , Idoso , Radiculopatia/diagnóstico , Radiculopatia/cirurgia , Radiculopatia/etiologia , Resultado do Tratamento , Fusão Vertebral/efeitos adversos , Vértebras Cervicais/cirurgia , Discotomia , Doenças da Medula Espinal/cirurgia , Cobertura do Seguro
11.
Spine (Phila Pa 1976) ; 48(5): 330-334, 2023 Mar 01.
Artigo em Inglês | MEDLINE | ID: mdl-36730850

RESUMO

STUDY DESIGN: Retrospective cost-utility analysis. OBJECTIVE: To conduct a cost-analysis comparing synthetic cage (SC) versus allograft (Allo) over a five-year time horizon. SUMMARY OF BACKGROUND DATA: SC and Allo are two commonly used interbody choices for anterior cervical discectomy and fusion (ACDF) surgery. Previous analyses comparative analyses have reached mixed conclusions regarding their cost-effectiveness, yet recent estimates provide high-quality evidence. MATERIALS AND METHODS: A decision-analysis model comparing the use of Allo versus SC was developed for a hypothetical 60-year-old patient with cervical spondylotic myelopathy undergoing single-level ACDF surgery. A comprehensive literature review was performed to estimate probabilities, costs (2020 USD) and quality-adjusted life years (QALYs) gained over a five-year period. A probabilistic sensitivity analysis using a Monte Carlo simulation of 1000 patients was carried out to calculate incremental cost-effectiveness ratio and net monetary benefits. One-way deterministic sensitivity analysis was performed to estimate the contribution of individual parameters to uncertainty in the model. RESULTS: The use of Allo was favored in 81.6% of the iterations at a societal willing-to-pay threshold of 50,000 USD/QALY. Allo dominated (higher net QALYs and lower net costs) in 67.8% of the iterations. The incremental net monetary benefits in the Allo group was 2650 USD at a willing-to-pay threshold of 50,000 USD/QALY. One-way deterministic sensitivity analysis revealed that the cost of the index surgery was the only factor which significantly contributed to uncertainty. CONCLUSION: Cost-utility analysis suggests that Allo maybe a more cost-effective option compared with SCs in adult patients undergoing ACDF for cervical spondylotic myelopathy.


Assuntos
Doenças da Medula Espinal , Fusão Vertebral , Osteofitose Vertebral , Adulto , Humanos , Pessoa de Meia-Idade , Análise Custo-Benefício , Estudos Retrospectivos , Discotomia , Vértebras Cervicais/cirurgia , Osteofitose Vertebral/cirurgia , Doenças da Medula Espinal/cirurgia , Aloenxertos , Resultado do Tratamento
12.
Int J Spine Surg ; 17(S1): S57-S64, 2023 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-37193607

RESUMO

Radiomics is an emerging approach to analyze clinical images with the purpose of revealing quantitative features that are unvisible to the naked eye. Radiomic features can be further combined with clinical data and genomic information to formulate prediction models using machine learning algorithms or manual statistical analysis. While radiomics has been classically applied to tumor analysis, there is promising research in its application to spine surgery, including spinal deformity, oncology, and osteoporosis detection. This article reviews the fundamental principles of radiomic analysis, the current literature relating to the spine, and the limitations of this approach.

13.
Artigo em Inglês | MEDLINE | ID: mdl-37368958

RESUMO

STUDY DESIGN: Meta-analysis. OBJECTIVE: Assess the robustness of randomized controlled trials (RCTs) that compared cervical disc arthroplasty (CDA) and anterior cervical discectomy and fusion (ACDF) for the treatment of symptomatic degenerative cervical pathology by using fragility indices. SUMMARY OF BACKGROUND DATA: RCTs comparing these surgical approaches have shown that CDA may be equivalent or even superior to ACDF due to better preservation of normal spinal kinematics. METHODS: RCTs reporting clinical outcomes after CDA versus ACDF for degenerative cervical disc disease were evaluated. Data for outcome measures were classified as continuous or dichotomous. Continuous outcomes included: Neck Disability Index (NDI), overall pain, neck pain, radicular arm pain, and modified Japanese Orthopaedic Association (mJOA) scores. Dichotomous outcomes included: any adjacent segment disease (ASD), superior-level ASD, and inferior-level ASD. The fragility index (FI) and continuous FI (CFI) were determined for dichotomous and continuous outcomes, respectively. The corresponding fragility quotient (FQ) and continuous FQ (CFQ) were calculated by dividing FI/CFI by sample size. RESULTS: Twenty-five studies (78 outcome events) were included. Thirteen dichotomous events had a median FI of 7 (IQR: 3-10) and the median FQ was 0.043 (IQR: 0.035-0.066). Sixty-five continuous events had a median CFI of 14 (IQR: 9-22) and median CFQ of 0.145 (IQR: 0.074-0.188). This indicates that, on average, altering the outcome of 4.3 patients out of 100 for the dichotomous outcomes, and 14.5 out of 100 for continuous outcomes, would reverse trial significance. Of the 13 dichotomous events that included lost to follow-up data, 8 (61.5%) represented ≥7 patients lost. Of the 65 continuous events reporting lost to follow-up data, 22 (33.8%) represented ≥14 patients lost. CONCLUSION: RCTs comparing ACDF and CDA have fair to moderate statistical robustness and do not suffer from statistical fragility.

14.
Artigo em Inglês | MEDLINE | ID: mdl-37937392

RESUMO

STUDY DESIGN: Retrospective study. OBJECTIVE: To determine the 8-year risk of revision lumbar fusion, pseudoarthrosis, mechanical failure, fragility fracture, and vertebral compression fracture in patients with a prior fragility fracture compared to those without. SUMMARY OF BACKGROUND DATA: Osteoporosis is a known modifiable risk factor for revision following lumbar fusion due to inadequate fixation. Patients with prior fragility fractures have been shown to have increased bone health-related complications following various orthopedic surgeries, however there is a paucity of literature that identifies these complications in patients undergoing lumbar fusion. METHODS: Patients aged 50 years and older who underwent elective lumbar fusion were identified in a large national database and stratified based on whether they sustained a fragility fracture within 3 years prior to fusion. These patients were propensity-score matched to a control based on age, gender, and Charlson Comorbidity Index (CCI) using a 1:1 ratio. Kaplan-Meier and Cox Proportional Hazards analyses were used to observe the cumulative incidences and risk of complications within 8-years of index surgery. RESULTS: After matching, 8,805 patients were included in both cohorts. Patients who sustained a prior fragility fracture had a higher risk of revision (Hazard Ratio [HR]: 1.46; 95% Confidence Interval [CI]: 1.26-1.69; P<0.001), pseudoarthrosis (HR: 1.31; 95% CI: 1.17-1.48; P<0.001), mechanical failure (HR: 2.08; 95% CI: 1.78-2.45; P<0.001), secondary fragility fracture (HR: 6.36; 95% CI: 5.86-6.90; P<0.001), and vertebral compression fracture (HR: 7.47; 95% CI: 7.68-8.21; P<0.001) when compared to the control cohort. CONCLUSION: Patients who sustain a fragility fracture prior to lumbar fusion have an increased risk of revision, pseudoarthrosis, and mechanical failure within 8 years. Surgeons should be aware of this high-risk patient population and consider bone health screening and treatment to reduce these preventable complications.

15.
Clin Spine Surg ; 36(5): 190-194, 2023 06 01.
Artigo em Inglês | MEDLINE | ID: mdl-37264520

RESUMO

STUDY DESIGN: Retrospective cohort. OBJECTIVE: The objective was to determine if sarcopenia is an independent risk factor for complications in adult spinal deformity (ASD) patients undergoing pedicle subtraction osteotomy (PSO) and define categories of complication risk by sarcopenia severity. SUMMARY OF BACKGROUND DATA: Sarcopenia is linked to morbidity and mortality in several orthopedic procedures. Data concerning sarcopenia in ASD surgery is limited, particularly with respect to complex techniques performed such as PSO. With the high surgical burden of PSOs, appropriate patient selection is critical for minimizing complications. METHODS: We identified 73 ASD patients with lumbar CT/MRI scans who underwent PSO with spinal fusion ≥5 levels at a tertiary care center from 2005 to 2014. Sarcopenia was assessed by the psoas-lumbar vertebral index (PLVI). Using stratum-specific likelihood ratio analysis, patients were separated into 3 sarcopenia groups by complication risk. The primary outcome measure was any 2-year complication. Secondary outcome measures included intraoperative blood loss and length of stay. RESULTS: The mean PLVI was 0.84±0.28, with 47% of patients having complications. Patients with a complication had a 27% lower PLVI on average than those without complications (0.76 vs. 0.91, P=0.021). Stratum-specific likelihood ratio analysis produced 3 complication categories: 32% complication rate for PLVI ≥ 0.81; 61% for PLVI 0.60-0.80; and 69% for PLVI < 0.60. Relative to patients with PLVI ≥ 0.81, those with PLVI 0.60-0.80 and PLVI < 0.60 had 3.2× and 4.3× greater odds of developing a complication (P<0.05). For individual complications, patients with PLVI < 1.0 had a significantly higher risk of proximal junctional kyphosis (34% vs. 0%, P=0.022), while patients with PLVI < 0.8 had a significantly higher risk of wound infection (12% vs. 0%, P=0.028) and dural tear (14% vs. 0%, P=0.019). There were no significant associations between sarcopenia, intraoperative blood loss, and length of stay. CONCLUSIONS: The increasing severity of sarcopenia is associated with a significantly and incrementally increased risk of complications following ASD surgery that require PSO. LEVEL OF EVIDENCE: Level III.


Assuntos
Sarcopenia , Fusão Vertebral , Adulto , Humanos , Estudos Retrospectivos , Sarcopenia/complicações , Sarcopenia/diagnóstico por imagem , Perda Sanguínea Cirúrgica , Fatores de Risco , Osteotomia/efeitos adversos , Osteotomia/métodos , Fusão Vertebral/efeitos adversos , Fusão Vertebral/métodos , Resultado do Tratamento
16.
J Neurosurg Spine ; 38(1): 75-83, 2023 01 01.
Artigo em Inglês | MEDLINE | ID: mdl-36029263

RESUMO

OBJECTIVE: Revision surgery is often necessary for adult spinal deformity (ASD) patients. Satisfaction with management is an important component of health-related quality of life. The authors hypothesized that patients who underwent multiple revision surgeries following ASD correction would exhibit lower self-reported satisfaction scores. METHODS: This was a retrospective cohort study of 668 patients who underwent ASD surgery and were eligible for a minimum 2-year follow-up. Visits were stratified by occurrence prior to the index surgery (period 0), after the index surgery only (period 1), after the first revision only (period 2), and after the second revision only (period 3). Patients were further stratified by prior spine surgery before their index surgery. Scoliosis Research Society-22 (SRS-22r) health-related quality-of-life satisfaction subscore and total satisfaction scores were evaluated at all periods using multiple linear regression and adjustment for age, sex, and Charlson Comorbidity Index. RESULTS: In total, 46.6% of the study patients had undergone prior spine surgery before their index surgery. The overall revision rate was 21.3%. Among patients with no spine surgery prior to the index surgery, SRS-22r satisfaction scores increased from period 0 to 1 (from 2.8 to 4.3, p < 0.0001), decreased after one revision from period 1 to 2 (4.3 to 3.9, p = 0.0004), and decreased further after a second revision from period 2 to 3 (3.9 to 3.3, p = 0.0437). Among patients with spine surgery prior to the index procedure, SRS-22r satisfaction increased from period 0 to 1 (2.8 to 4.2, p < 0.0001) and decreased from period 1 to 2 (4.2 to 3.8, p = 0.0011). No differences in follow-up time from last surgery were observed (all p > 0.3). Among patients with multiple revisions, 40% experienced rod fracture, 40% proximal junctional kyphosis, and 33% pseudarthrosis. CONCLUSIONS: Among patients undergoing ASD surgery, revision surgery is associated with decreased satisfaction, and multiple revisions are associated with additive detriment to satisfaction among patients initially undergoing primary surgery. These findings have direct implications for preoperative patient counseling and establishment of postoperative expectations.


Assuntos
Satisfação do Paciente , Fusão Vertebral , Humanos , Adulto , Reoperação , Estudos Retrospectivos , Qualidade de Vida , Seguimentos , Fusão Vertebral/métodos , Resultado do Tratamento
17.
Front Surg ; 9: 868023, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35465436

RESUMO

Background: Surgical volunteer organizations have been severely limited during the ongoing coronavirus disease pandemic. Our purpose was to identify obstacles to surgical volunteer organizations secondary to COVID-19 and their responses. Methods: Forty-one surgical volunteer organizations participated in a web-based survey (156 invited, 26% response rate). Respondents were separated into two groups: low donations surgical volunteer organizations (≤50% donations of previous year; n = 17) and high donations surgical volunteer organizations (≥75%; n = 24). Univariate analyses were used to compare the two cohorts. Results: Of responding surgical volunteer organizations, 34 (83%) were unable to maintain full functionality due to COVID-19; 27% of high donations vs. 0% of low donations surgical volunteer organizations (p = 0.02). The three leading obstacles were finances/donations (78%), fewer volunteers (38%), and inadequate personal protective equipment (30%). In response, 39% of surgical volunteer organizations developed novel E-volunteering opportunities. For support, 85% of surgical volunteer organizations suggested monetary donations, 78% promotion through social media platforms, and 54% donation of personal protective equipment. Conclusion: The majority of surgical volunteer organizations were unable to maintain full functionality due to stressors caused by COVID-19, including limitations on finances, volunteers, and personal protective equipment.

18.
Spine (Phila Pa 1976) ; 47(14): 1011-1017, 2022 Jul 15.
Artigo em Inglês | MEDLINE | ID: mdl-35797547

RESUMO

STUDY DESIGN: A retrospective study. OBJECTIVE: This study sought to characterize the incidence and timing of postoperative emergency department (ED) visits after common outpatient spinal surgeries performed at ambulatory surgery centers (ASCs) and at hospital outpatient departments (HOPDs). SUMMARY OF BACKGROUND DATA: Outpatient spine surgery has markedly grown in popularity over the past decade. The incidence of ED visits after outpatient spine surgery is not well established. METHODS: This study was a retrospective analysis of a large commercial claims insurance database of patients 65 years old and below. Patients who underwent single-level anterior cervical discectomy and fusion, laminectomy, and microdiscectomy were identified. Incidence, timing, and diagnoses associated with ED visits within the postoperative global period (90 d) after surgery were assessed. RESULTS: In total, 202,202 patients received outpatient spine surgery (19.1% in ASC vs. 80.9% in HOPD). Collectively, there were 22,198 ED visits during the 90-day postoperative period. Approximately 9.0% of patients had at least 1 ED visit, and the incidence varied by procedure: anterior cervical discectomy and fusion 9.9%, laminectomy 9.5%, and microdiscectomy 8.5% ( P <0.0001). After adjusting for age, sex, and comorbidity index, the odds of at least 1 ED visit were higher among patients who received surgery at HOPD versus ASC for all 3 procedures. The majority (56.1%) ED visits occurred during the first month postoperatively; 30.8% (n=6841) occurred within the first week postoperatively, and 10.7% (n=2370) occurred on the same day as the surgery. Postoperative pain was the most common reason for ED visits. CONCLUSIONS: Among commercially insured patients who received outpatient spine surgery, the incidence of ED visits during the 90-day postoperative period was ~9%. Our results indicate opportunities for improved postoperative care planning after outpatient spinal surgery.


Assuntos
Procedimentos Cirúrgicos Ambulatórios , Pacientes Ambulatoriais , Idoso , Procedimentos Cirúrgicos Ambulatórios/efeitos adversos , Procedimentos Cirúrgicos Ambulatórios/métodos , Discotomia/efeitos adversos , Discotomia/métodos , Serviço Hospitalar de Emergência , Humanos , Complicações Pós-Operatórias/epidemiologia , Complicações Pós-Operatórias/etiologia , Estudos Retrospectivos
19.
J Am Acad Orthop Surg ; 30(14): 669-675, 2022 Jul 15.
Artigo em Inglês | MEDLINE | ID: mdl-35797680

RESUMO

INTRODUCTION: Out-of-pocket (OOP) costs for medical and surgical care can result in substantial financial burden for patients and families. Relatively little is known regarding OOP costs for commercially insured patients receiving orthopaedic surgery. The aim of this study is to analyze the trends in OOP costs for common, elective orthopaedic surgeries performed in the hospital inpatient setting. METHODS: This study used an employer-sponsored insurance claims database to analyze billing data of commercially insured patients who underwent elective orthopaedic surgery between 2014 and 2019. Patients who received single-level anterior cervical diskectomy and fusion (ACDF), single-level posterior lumbar fusion (PLF), total knee arthroplasty (TKA), and total hip arthroplasty (THA) were identified. OOP costs associated with the surgical episode were calculated as the sum of deductible payments, copayments, and coinsurance. Monetary data were adjusted to 2019 dollars. General linear regression, Wilcoxon-Mann-Whitney, and Kruskal-Wallis tests were used for analysis, as appropriate. RESULTS: In total, 10,225 ACDF, 28,841 PLF, 70,815 THA, and 108,940 TKA patients were analyzed. Most patients in our study sample had preferred provider organization insurance plans (ACDF 70.3%, PLF 66.9%, THA 66.2%, and TKA 67.0%). The mean OOP costs for patients, by procedure, were as follows: ACDF $3,180 (SD = 2,495), PLF $3,166 (SD = 2,529), THA $2,884 (SD = 2,100), and TKA $2,733 (SD = 1,994). Total OOP costs increased significantly from 2014 to 2019 for all procedures (P < 0.0001). Among the insurance plans examined, patients with high-deductible health plans had the highest episodic OOP costs. The ratio of patient contribution (OOP costs) to total insurer contribution (payments from insurers to providers) was 0.07 for ACDF, 0.04 for PLF, 0.07 for THA, and 0.07 for TKA. CONCLUSION: Among commercially insured patients who underwent elective spinal fusion and major lower extremity joint arthroplasty surgery, OOP costs increased from 2014 to 2019. The OOP costs for elective orthopaedic surgery represent a substantial and increasing financial burden for patients.


Assuntos
Artroplastia de Quadril/economia , Artroplastia do Joelho/economia , Discotomia/economia , Procedimentos Cirúrgicos Eletivos/economia , Gastos em Saúde , Fusão Vertebral/economia , Discotomia/métodos , Humanos , Modelos Lineares , Estudos Retrospectivos , Estatísticas não Paramétricas
20.
Cureus ; 14(2): e22630, 2022 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-35371743

RESUMO

Introduction The COVID-19 pandemic resulted in a transition to a virtual format for all medical residency and fellowship application processes. Previous studies have discussed the successful implementation of virtual interviews, but a deep analysis of how the application process has changed for orthopedic surgery fellowship programs during the pandemic is lacking. The purpose of this study was to assess how COVID-19 impacted the orthopedic spine fellowship application and selection process. Methods A web-based survey was administered to the program directors of all 75 U.S. orthopedic surgery spine fellowship programs, which often can accept both orthopedic surgery and neurosurgery trained graduates. Questions focused on the changes from the 2019-2020 application cycle to the 2020-2021 cycle. We collected data on connecting with potential applicants, the general application process, and interviews offered by programs. Univariate analyses were used to compare data from the 2020-2021 cycle with the prior 2019-2020 cycle. Results Twenty-five of the 75 contacted program directors responded to our survey (33% response rate). The percentage of programs that offered virtual open houses/meet-and-greets increased from 20% in 2019-2020 to 52% in 2020-2021 (p=0.018). Social media use was unchanged (0.0% vs. 4.0%, p>0.05). Compared to the prior year, the number of interviews offered by programs increased by 1.5 (32.7 vs. 21.9 interviews, p=0.024). There were no significant differences in the numbers of applications received by programs, interview dates available, or separate interviews each candidate completed during an interview day (p>0.05 for all). The in-person interview was the most important factor in 2019-2020 for selecting applicants, whereas the virtual interview, letters of recommendation (LOR), and research were equally ranked as the most important factors in 2020-2021. Regarding interviews, 50% of respondents would "likely" consider virtual interviews as an option in addition to in-person interviews in the future, but most (55%) answered that it was "unlikely" that virtual interviews would entirely replace in-person interviews. Conclusion Spine fellowship programs were more likely to use virtual social events to recruit potential applicants, send out more interview invitations, and equally consider LOR and research with interview performance during an entirely virtual application cycle. Half of the program directors would consider offering virtual interviews as an option for future application cycles, which may help reduce costs associated with the process.

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