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Nyirjesy SC, Zhao S, Judd R, McCrary H, Kuhar HN, Farlow JL, Seim NB, Rocco JW, Kang SY, Haring CT. Hypothyroidism as an Independent Predictor of 30-day Readmission in Head and Neck Cancer Patients. Laryngoscope 2023; 133:2988-2998. [PMID: 36974971 DOI: 10.1002/lary.30675] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/25/2022] [Revised: 02/21/2023] [Accepted: 02/28/2023] [Indexed: 03/29/2023]
Abstract
OBJECTIVES To define the role of hypothyroidism and other risk factors for unplanned readmissions after surgery for head and neck cancer. STUDY DESIGN Retrospective cohort study. METHODS The Nationwide Readmission Database (NRD) was used to identify patients who underwent surgery for mucosal head and neck cancer (oral cavity, oropharynx, larynx, and hypopharynx) between 2010 and 2017. Univariate and multivariate logistic regression were performed to determine patient, tumor, and hospital related risk factors for 30-day readmission. Readmitted patients were stratified by preoperative diagnosis of hypothyroidism to compare readmission characteristics. RESULTS For the 131,013 patients who met inclusion criteria, the readmission rate was 15.9%. Overall, 11.91% of patients had a preoperative diagnosis of hypothyroidism. After controlling for other variables, patients with a preoperative diagnosis of hypothyroidism had 12.2% higher odds of readmission compared to those without hypothyroidism (OR: 1.12, 1.03-1.22, p = 0.008). Patients with hypothyroidism had different reasons for readmission, including higher rates of wound dehiscence, fistula, infection, and electrolyte imbalance. Among readmitted patients, the length of stay for index admission (mean 10.5 days vs. 9.2 days, p < 0.001), readmission (mean 7.0 vs. 6.6 days, p = 0.05), and total hospital charge were higher for hypothyroid patients ($137,742 vs. $119,831, p < 0.001). CONCLUSION Hypothyroidism is an independent risk factor for 30-day readmission following head and neck cancer resection. Furthermore, hypothyroid patients are more likely to be readmitted for wound complications, infection, and electrolyte imbalance. Targeted interventions should be considered for hypothyroid patients to decrease readmission rates and associated patient morbidity, potentially leading to earlier initiation of adjuvant treatment. LEVEL OF EVIDENCE 3 Laryngoscope, 133:2988-2998, 2023.
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Affiliation(s)
- Sarah C Nyirjesy
- Department of Otolaryngology - Head and Neck Surgery, The Ohio State University, Columbus, Ohio, USA
| | - Songzhu Zhao
- Department of Biomedical Informatics and Center for Biostatistics, The Ohio State University, 320 Lincoln Tower, 1800 Cannon Drive, Columbus, Ohio, 43210, USA
| | - Ryan Judd
- Department of Otolaryngology - Head and Neck Surgery, The Ohio State University, Columbus, Ohio, USA
| | - Hilary McCrary
- Department of Otolaryngology - Head and Neck Surgery, The Ohio State University, Columbus, Ohio, USA
| | - Hannah N Kuhar
- Department of Otolaryngology - Head and Neck Surgery, The Ohio State University, Columbus, Ohio, USA
| | - Janice L Farlow
- Department of Otolaryngology - Head and Neck Surgery, The Ohio State University, Columbus, Ohio, USA
| | - Nolan B Seim
- Department of Otolaryngology - Head and Neck Surgery, The Ohio State University, Columbus, Ohio, USA
| | - James W Rocco
- Department of Otolaryngology - Head and Neck Surgery, The Ohio State University, Columbus, Ohio, USA
| | - Stephen Y Kang
- Department of Otolaryngology - Head and Neck Surgery, The Ohio State University, Columbus, Ohio, USA
| | - Catherine T Haring
- Department of Otolaryngology - Head and Neck Surgery, The Ohio State University, Columbus, Ohio, USA
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Hypothyroidism and Spine Surgery: a Review of Current Findings. Curr Rev Musculoskelet Med 2022; 16:33-37. [PMID: 36495426 PMCID: PMC9839903 DOI: 10.1007/s12178-022-09810-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 11/14/2022] [Indexed: 12/14/2022]
Abstract
PURPOSE OF REVIEW Hypothyroidism is a common medical comorbidity and has been linked to adverse surgical outcomes. However, its effect on spine surgery outcomes is less clear. The aim of this review is to compile current literature to serve as a guide for spine surgeons when treating patients with hypothyroidism. RECENT FINDINGS In both the cervical and lumbar spine, patients with hypothyroidism are at increased risk of postoperative medical complications. Consequently, patients with hypothyroidism experience increased healthcare costs and readmission rates. However, there are some contradictory findings with some studies suggesting that hypothyroidism may have a protective effect in patients undergoing lumbar fusion, specifically against postoperative myocardial infraction and decreased inpatient mortality. When examining spine surgery outcomes, there are mixed results when considering the effect of hypothyroidism. Some studies have shown increased medical complications, hardware failure, and increased expenditure; however, other recent findings suggest possible protective effects. Future studies are needed to help create concrete guidelines for treating patients with hypothyroidism.
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Parrish JM, Vakharia RM, Benson DC, Hoyt AK, Jenkins NW, Kaplan JRM, Rush AJ, Roche MW, Aiyer AA. Patients With Opioid Use Disorder Have Increased Readmission Rates, Emergency Room Visits, and Costs Following a Hallux Valgus Procedure. Foot Ankle Spec 2022; 15:305-311. [PMID: 32857596 DOI: 10.1177/1938640020950105] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
BACKGROUND Patients with a history of opioid use disorder (OUD) tend to have more complications, higher readmission rates, and increased costs following orthopaedic procedures. This study evaluated patients undergoing hallux valgus correction for their odds of increased (1) readmission rates, (2) emergency room (ER) visits, and (3) costs. METHODS Patients undergoing hallux valgus corrections with OUD history were identified using a national Medicare administrative claims database of approximately 24 million orthopaedic surgery patients. OUD patients were matched to non-opioid use disorder (NUD) patients in a 1:4 ratio by age, sex, Elixhauser-Comorbidity Index (ECI), diabetes mellitus, hyperlipidemia, hypertension, and tobacco use. The query yielded 6318 patients (OUD = 1276; NUD = 5042) who underwent a hallux valgus correction. Primary outcomes analyzed included odds of 90-day readmission rates, 30-day ER visits, and 90-day episode-of-care costs. Demographics, odds ratios (ORs), ECI, and cost were assessed as appropriate using a Pearson χ2 test, logistic regression, and a t test. A P value <.05 was considered statistically significant. RESULTS There were no significant differences in demographics between OUD and NUD patients. OUD patients had higher incidence and odds of 90-day readmission (9.56% vs 6.04%; OR = 1.55; P < .001) and 30-day ER visits (0.86% vs 0.35%; OR = 2.42; P = .021) and incurred greater 90-day episode-of-care costs ($7208.28 vs $6134.75; P < .001) compared with NUD patient controls. CONCLUSION The study demonstrates the possible influence of OUD on higher odds of readmission, ER visits, and costs following a hallux valgus correction. LEVELS OF EVIDENCE Level III: Retrospective cohort study.
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Affiliation(s)
- James M Parrish
- Department of Orthopedic Surgery, University of Miami Hospital, Miami, Florida
| | - Rushabh M Vakharia
- Maimonides Medical Center, Department of Orthopaedic Surgery, Brooklyn, New York
| | - Dillon C Benson
- Department of Orthopedic Surgery, University of Miami Hospital, Miami, Florida
| | - Aaron K Hoyt
- Department of Orthopedic Surgery, University of Miami Hospital, Miami, Florida
| | - Nathaniel W Jenkins
- Department of Orthopedic Surgery, University of Miami Hospital, Miami, Florida
| | | | - Augustus J Rush
- Department of Orthopedic Surgery, University of Miami Hospital, Miami, Florida
| | - Martin W Roche
- Orthopedic Research Institute, Holy Cross Hospital, Ft Lauderdale, Florida
| | - Amiethab A Aiyer
- Department of Orthopedic Surgery, University of Miami Hospital, Miami, Florida
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Amirian B, Akhnoukh KM, Ashraf AM, Swiggett SJ, Rosato FE, Vakharia RM, Sadeghpour R, Razi AE. A nationwide analysis on the effects of chronic obstructive pulmonary disease following primary total shoulder arthroplasty for glenohumeral osteoarthritis. Shoulder Elbow 2022; 14:278-285. [PMID: 35599711 PMCID: PMC9121293 DOI: 10.1177/1758573221993828] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/25/2020] [Revised: 01/11/2021] [Accepted: 01/20/2021] [Indexed: 11/16/2022]
Abstract
BACKGROUND Chronic obstructive pulmonary disease patients have been shown in orthopedic literature to have poorer outcomes and higher rates of complications from surgery. In this retrospective review, medical complications, length of stay, and costs were obtained to explore the effects of chronic obstructive pulmonary disease on patients undergoing primary total shoulder arthroplasty. METHODS Total shoulder arthroplasty cases from January 2005 to March 2014 were queried and analyzed from a nationwide database. Study patients were matched 1:5 to controls by age, sex, and medical comorbidities associated with chronic obstructive pulmonary disease. In-hospital length of stay, 90-day medical complications, day of surgery, and total global 90-day episode of care costs were obtained for comparison. RESULTS Chronic obstructive pulmonary disease patients were found to have higher incidence and odds (53.91 vs. 11.95%; OR: 3.58, 95%CI: 3.18-3.92, p < 0.0001) of 90-day medical complications, longer in-hospital length of stay (3 vs. 2 days, p < 0.0001), and significantly higher 90-day costs ($14,768.37 vs. $13,379.20, p < 0.0001) following primary total shoulder arthroplasty compared to matched controls. DISCUSSION Chronic obstructive pulmonary disease patients undergoing primary total shoulder arthroplasty have higher rates of medical complications, in-hospital length of stay, and costs of care. This represents an important factor that will allow orthopedic surgeons to adequately manage expectations and educate chronic obstructive pulmonary disease patients of the potential complications which may occur following total shoulder arthroplasty.
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Affiliation(s)
| | | | | | | | | | - Rushabh M Vakharia
- Rushabh M Vakharia, Department of
Orthopaedic Surgery, Maimonides Medical Center, 927 49 Street,
Brooklyn, NY 11219, USA.
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Kong D, Luo W, Zhu Z, Sun S, Zhu J. Factors associated with post-operative delirium in hip fracture patients: what should we care. Eur J Med Res 2022; 27:40. [PMID: 35279208 PMCID: PMC8917680 DOI: 10.1186/s40001-022-00660-9] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2021] [Accepted: 02/14/2022] [Indexed: 02/08/2023] Open
Abstract
Background The postoperative delirium is a common yet serious complication in elderly patients with hip fracture. We aimed to evaluate the potential risk factors of delirium in patients with hip fracture, to provide reliable evidence to the clinical management of hip fracture. Methods This study was a retrospective design. Elderly patients who underwent hip fracture surgery in our hospital from June 1, 2019 to December 30, 2020 were selected. The characteristics and treatment data of delirium and no delirium patients were collected and compared. Multivariate logistic regression analysis was performed to analyze the influencing factors affecting postoperative delirium in elderly patients with hip fracture. Results A total of 245 patients with hip fracture were included, the incidence of postoperative delirium in patients with hip fracture was 13.06%. There were significant differences in the age, BMI, history of delirium, estimated blood loss and duration of surgery (all p < 0.05). There were significant differences in the albumin and TSH between delirium and no delirium group (all p < 0.05), Logistics analyses indicated that age ≥ 75 years (OR 3.112, 95% CI 1.527–5.742), BMI ≥ 24 kg/m2 (OR 2.127, 95% CI 1.144–3.598), history of delirium (OR 1.754, 95% CI 1.173–2.347), estimated blood loss ≥ 400 mL (OR 1.698, 95% CI 1.427–1.946), duration of surgery ≥ 120 min (OR 2.138, 95% CI 1.126–3.085), preoperative albumin ≤ 40 g/L (OR 1.845, 95% CI 1.102–2.835) and TSH ≤ 2 mU/L (OR 2.226, 95% CI 1.329–4.011) were the independent risk factors of postoperative delirium in patients with hip fracture(all p < 0.05). Conclusions Postoperative delirium is very common in elderly patients with hip fracture, and it is associated with many risk factors, clinical preventions targeted on those risk factors are needed to reduce the postoperative delirium. Supplementary Information The online version contains supplementary material available at 10.1186/s40001-022-00660-9.
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Luther E, Perez-Roman RJ, McCarthy DJ, Burks JD, Bryant JP, Madhavan K, Vanni S, Wang MY. Incidence and Clinical Outcomes of Hypothyroidism in Patients Undergoing Spinal Fusion. Cureus 2021; 13:e17099. [PMID: 34527485 PMCID: PMC8432424 DOI: 10.7759/cureus.17099] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/11/2021] [Indexed: 11/11/2022] Open
Abstract
Background Hypothyroidism has been independently associated with the development of several comorbidities and is known to increase complication rates in non-spinal surgeries. However, there are limited data regarding the effects of hypothyroidism in major spine surgery. Therefore, we present the largest retrospective analysis evaluating outcomes in hypothyroid patients undergoing spinal fusion. Methods A retrospective review of the National Inpatient Sample (NIS) from 2004-2014 was performed. Patients with an International Classification of Diseases, 9th revision, Clinical Modification (ICD-9-CM) procedure code indicating spinal fusion (81.04-81.08, 81.34-81.38, 81.0x, 81.3x) were included. Patients with an ICD-9-CM diagnosis code indicating hypothyroidism (244.x) were compared to those without. Cervical and lumbar fusions were evaluated independently. Significant covariates in univariable logistic regression were utilized to construct multivariable models to analyze the effect of hypothyroidism on perioperative morbidity and mortality. Results A total of 4,149,125 patients were identified, of which 9.4% were hypothyroid. Although, hypothyroid patients had a higher risk of hematologic complications (lumbar - odds ratio [OR] 1.176, p < 0.0001; cervical - OR 1.162, p < 0.0001), they exhibited decreased in-hospital mortality (lumbar - OR .643, p < 0.0001; cervical - OR .606, p < 0.0001). Hypothyroid lumbar fusion patients also demonstrated decreased rates of perioperative myocardial infarction (MI) (OR .851, p < 0.0001). All these results were independent of patient gender. Conclusions Hypothyroid patients undergoing spinal fusion demonstrated lower rates of inpatient mortality and, in lumbar fusions, also had lower rates of acute MI when compared to their euthyroid counterparts. This suggests that hypothyroidism may offer protection against all-cause mortality and may be cardioprotective in the postoperative period for lumbar spinal fusions independent of patient gender.
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Affiliation(s)
- Evan Luther
- Neurological Surgery, University of Miami Miller School of Medicine, Miami, USA
| | | | - David J McCarthy
- Neurosurgery, University of Pittsburgh Medical Center, Pittsburgh, USA
| | - Joshua D Burks
- Neurological Surgery, University of Miami Miller School of Medicine, Miami, USA
| | - Jean-Paul Bryant
- Neurological Surgery, University of Miami Miller School of Medicine, Miami, USA
| | | | - Steven Vanni
- Neurological Surgery, University of Miami Miller School of Medicine, Miami, USA
| | - Michael Y Wang
- Neurological Surgery, University of Miami Miller School of Medicine, Miami, USA
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Vakharia RM, Sodhi N, Cohen-Levy WB, Vakharia AM, Mont MA, Roche MW. Comparison of Patient Demographics and Utilization Trends of Robotic-Assisted and Non-Robotic-Assisted Unicompartmental Knee Arthroplasty. J Knee Surg 2021; 34:621-627. [PMID: 31639851 DOI: 10.1055/s-0039-1698769] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Robotic-assisted unicompartmental knee arthroplasty (RAUKA) is an emerging area of interest. The purpose of this study was to compare (1) different patient demographic profiles; (2) annual primary and revision utilization rates; (3) risk factors for revision procedures; and (4) survivorship between RAUKA and manual UKA (MUKA). Using the PearlDiver database, patients who underwent RAUKA or MUKA between 2005 and 2014 within the Medicare database were identified, yielding a total of 35,061 patients (RAUKA = 13,617; manual = 21,444). Patient demographics (age, gender, comorbidities, Charlson-Comorbidity Index, and geographic region) were compared between cohorts. Annual primary and revision utilization rates as well as risk factors for revision procedures were also compared. Kaplan-Meier survivorship was also calculated. The Pearson χ2 test was used to test for significance in patient demographics, whereas the Welch t-test was used to compare the incidence of revisions as well as the revision burden (proportion of revisions to total sum of primary and revision procedures). Multivariate binomial logistic regression analysis was performed to compare risk factors for revision procedures. There were statistically significant differences in RAUKA versus MUKA patients with respect to age (p < 0.001), gender (p < 0.001), and region (p < 0.001). RAUKA procedures performed increased over 12-fold compared with manual, which increased only 4.5-fold. RAUKA procedures had significantly lower revision incidence (0.99 vs. 4.24%, p = 0.003) and revision burden (0.91 vs. 4.23%, p = 0.005) compared with manuals. For patients undergoing RAUKA, normal (19-24 kg/m2) and obese (30-39 kg/m2) body mass index (p < 0.05), congestive heart failure (p = 0.004), hypothyroidism (p < 0.001), opioid dependency (p = 0.002), and rheumatoid arthritis (p < 0.001) were risk factors for a revision procedure. Kaplan-Meier survival curve 3 years following the index procedure to all-cause revisions demonstrated that RAUKA patients maintained nearly 100% survivorship compared with manual patients who had 97.5% survivorship. The data demonstrate increased utilization of RAUKA in the United States. The current data indicated that RAUKA has significantly lower revision rates and improved survivorship compared with patients undergoing non-RAUKA within Medicare patients.
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Affiliation(s)
- Rushabh M Vakharia
- Orthopedic Research Institute, Holy Cross Hospital, Ft. Lauderdale, Florida
| | - Nipun Sodhi
- Department of Orthopaedic Surgery, Cleveland Clinic, Cleveland, Ohio
| | - Wayne B Cohen-Levy
- Department of Orthopedic Surgery, University of Miami Hospital, Miami, Florida
| | - Ajit M Vakharia
- Department of Orthopaedic Surgery, Case Western Reserve University Hospitals, Cleveland, Ohio
| | - Michael A Mont
- Department of Orthopedic Surgery, Northwell Hospital Lenox Hill, New York
| | - Martin W Roche
- Department of Orthopedic Surgery, Holy Cross Orthopedic Institute, Ft. Lauderdale, Florida
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Vakharia RM, Ehiorobo JO, Mahmood B, Roche MW, Mont MA, Razi AE. Does Hypothyroidism Increase Complications, Lengths of Stay, Readmissions, and Costs Following Primary 1- to 2-Level Lumbar Fusion? Clin Spine Surg 2020; 33:E559-E562. [PMID: 32341326 DOI: 10.1097/bsd.0000000000001002] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
STUDY DESIGN Level III-retrospective review. OBJECTIVE To evaluate the impact of hypothyroidism in patients undergoing 1- to 2-level lumbar fusion (1-2LF). SUMMARY OF BACKGROUND DATA Hypothyroidism is a common cause of morbidity and mortality following surgery. Studies have demonstrated the effects of hypothyroidism following orthopedic surgery, but not 1-2LF. MATERIALS AND METHODS Patients undergoing 1-2LF with hypothyroidism were identified within the Medicare population, and served as the study group. Study group patients were randomly matched to controls in a 1:5 ratio by age, sex, and medical comorbidities. Primary outcomes analyzed included in-hospital lengths of stay (LOS), 90-day readmission rates, 90-day medical complications, and costs of care. Pearson χ tests were used to compare patient demographics. Logistic regression analyses were used to calculate odds ratios (OR) for medical complications and readmissions. Welch t test was used to test for significance in cost between the cohorts. An α value <0.002 was considered statistically significant. RESULTS The query yielded 417,483 patients who underwent 1-2LF with (n=69,584) and without (n=347,899) hypothyroidism. Hypothyroid patients had significantly longer in-hospital LOS (8 vs. 4 d; P<0.0001) compared with controls. In addition, study group patients had significantly higher incidence and odds of 90-day readmissions (20.22% vs. 17.62%; OR, 1.18; P<0.0001) and 90-day medical complications (6.38% vs. 1.89%; OR, 3.53; P<0.0001) compared with controls. Study group patients had higher day of surgery costs ($97,304.01 vs. $95,168.35; P=0.014) and 90-day costs of care ($113,514.15 vs. $108,860.60; P=0.0001) compared with controls. CONCLUSIONS After adjusting for age, sex, and medical comorbidities, the study demonstrates patients who have hypothyroidism have longer in-hospital LOS and higher rates of readmissions, complications, and costs. The study is vital as it can allow orthopedic surgeons to adequately counsel and educate these patients of the potential complications that may occur following their procedure.
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Affiliation(s)
| | - Joseph O Ehiorobo
- Department of Orthopedic Surgery, Northwell Health, Lenox Hill Hospital, New York, NY
| | - Bilal Mahmood
- Department of Orthopedic Surgery, Maimonides Medical Center, Brooklyn, NY
| | - Martin W Roche
- Holy Cross Hospital, Orthopedic Research Institute, Fort Lauderdale, FL
| | - Michael A Mont
- Department of Orthopedic Surgery, Northwell Health, Lenox Hill Hospital, New York, NY.,Department of Orthopedic Surgery, Cleveland Clinic Hospital, Cleveland, OH
| | - Afshin E Razi
- Department of Orthopedic Surgery, Maimonides Medical Center, Brooklyn, NY
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Identification of Risk Factors for Readmission in Patients Undergoing Anterior Cervical Discectomy Fusion: A Predictive Risk Scale. Clin Spine Surg 2020; 33:E426-E433. [PMID: 32205517 DOI: 10.1097/bsd.0000000000000962] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
STUDY DESIGN This was a retrospective cohort study. OBJECTIVE The objective of this study was to analyze readmission rates among patients undergoing anterior cervical discectomy and fusion (ACDF), determine which factors were associated with higher readmission rates, and develop a scale for utilization during surgical planning. SUMMARY OF BACKGROUND DATA ACDF is the most common surgical treatment for many cervical disk pathologies. With the Centers for Medicare and Medicaid Services selecting readmissions as a measure of health care quality, there has been an increased focus on reducing readmissions. MATERIALS AND METHODS There were 114,174 recorded ACDF surgeries in the derivation cohort, the State Inpatient Database (SID) of New York and California between 2006 and 2014. There were 115,829 ACDF surgeries recorded in the validation cohort, the SID from Florida and Washington over the same time period. After identification of risk factors using univariate and multivariate analysis of the derivation cohort, a predictive scale was generated and tested utilizing the validation cohort. RESULTS Overall, readmission rates within 30 days of discharge were 5.87% and 5.52% in the derivation and validation cohorts, respectively. On multivariate analysis of the derivation cohort, age older than 80 years [odds ratio (OR), 1.67] male sex (OR, 1.16), Medicaid insurance (OR, 1.90), Medicare insurance (OR, 1.64), revision ACDF (OR, 1.43), anemia (OR, 1.45), chronic lung disease (OR, 1.23), coagulopathy (OR, 1.42), congestive heart failure (OR, 1.31), diabetes (OR, 1.23), fluid and electrolyte disorder (OR, 1.56), liver disease (OR, 1.37), renal failure (OR, 1.59), and myelopathy (OR, 1.19) were found to be statistically significant predictors for readmission. These factors were incorporated into a numeric scale that, that when tested on the validation cohort, could explain 97.1% of the variability in readmission rate. CONCLUSIONS Overall, 30-day readmission following ACDF surgery was 5%-6%. A novel risk scale based on factors associated with increased readmission rates may be helpful in identifying patients who require additional optimization to reduce perioperative morbidity. LEVEL OF EVIDENCE Level III-prognostic.
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Donnally CJ, Vakharia AM, Sheu JI, Vakharia RM, Damodar D, Shenoy K, Gjolaj JP. High Altitude Is an Independent Risk Factor for Developing a Pulmonary Embolism, but Not a Deep Vein Thrombosis Following a 1- to 2-Level Lumbar Fusion. Global Spine J 2019; 9:729-734. [PMID: 31552154 PMCID: PMC6745647 DOI: 10.1177/2192568219828349] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
Abstract
STUDY DESIGN Retrospective study. OBJECTIVE To identify if a 1- to 2-level posterior lumbar fusion at higher altitude is an independent risk factor for postoperative deep vein thrombosis (DVT) and pulmonary embolism (PE). METHODS A national Medicare database was queried for all patients undergoing 1- to 2-level lumbar fusions from 2005 to 2014. Those with a prior history of DVT, PE, coagulopathy, or peripheral vascular complications were excluded to better isolate altitude as the dependent variable. The groups were matched 1:1 based on age, gender, and comorbidities to limit potential cofounders. Using ZIP codes of the hospitals where the procedure occurred, we separated our patients into high (>4000 feet) and low (<100 feet) altitudes to investigate postoperative rates of DVTs and PEs at 90 days. RESULTS Compared with lumbar fusions performed at low-altitude centers, patients undergoing the same procedure at high altitude had significantly higher PE rates (P = .010) at 90 days postoperatively, and similar rates of 90-day postoperative DVTs (P = .078). There were no significant differences in age or comorbidities between these cohorts due to our strict matching process (P = 1.00). CONCLUSION Spinal fusions performed at altitudes >4000 feet incurred higher PE rates in the first 90 days compared with patients receiving the same surgery at <100 feet but did not incur higher rates of postoperative DVTs.
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Affiliation(s)
- Chester J. Donnally
- University of Miami Hospital, Miami, FL, USA,Chester J. Donnally III, Department of
Orthopaedics, University of Miami Hospital, 1400 NW 12th Avenue, Miami, FL
33136, USA.
| | | | - Jonathan I. Sheu
- University of Miami Leonard M. Miller School of Medicine, Miami, FL,
USA
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Wang CA, Palmer JR, Madden MO, Cohen-Levy W, Vakharia RM, Roche MW. Perioperative complications in patients with sleep apnea following primary total shoulder arthroplasty: An analysis of 33,366 patients. J Orthop 2019; 16:382-385. [PMID: 31110398 DOI: 10.1016/j.jor.2019.04.003] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/26/2019] [Accepted: 04/08/2019] [Indexed: 12/22/2022] Open
Abstract
Introduction The study evaluated whether sleep apnea (SA) patients undergoing total shoulder arthroplasty (TSA) are at greater odds of: 1) medical complications; 2) implant-related complications; 3) readmission rates; and 4) costs. Methods Complications and readmissions were assessed using logistic regression analysis. Welch's t-test was used to compare CCI and cost between cohorts. Results 33,366 patients equally distributed in both cohorts. SA increased the odds of medical [Odds-ratio (OR)]: 2.52, p < 0.001) and implant-related complications (OR: 1.43, p < 0.001). Readmission rates were similar to controls (OR: 0.99, p = 0.878), whereas costs were higher (p < 0.001). Conclusion SA increases complications and costs following TSA.
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Affiliation(s)
- Christopher A Wang
- Broward Health Medical Center, Department of Orthopedic Surgery Ft. Lauderdale, FL, 33316, USA
| | - Joseph R Palmer
- Broward Health Medical Center, Department of Orthopedic Surgery Ft. Lauderdale, FL, 33316, USA
| | - Michael O Madden
- Broward Health Medical Center, Department of Orthopedic Surgery Ft. Lauderdale, FL, 33316, USA
| | - Wayne Cohen-Levy
- University of Miami Hospital, Department of Orthopedic Surgery, Miami, FL, 33136, USA
| | - Rushabh M Vakharia
- Holy Cross Hospital, Orthopedic Research Institute, Ft. Lauderdale, FL, 33308, USA
| | - Martin W Roche
- Holy Cross Hospital, Orthopedic Research Institute, Ft. Lauderdale, FL, 33308, USA
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