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Quan T, Magruder M, Chen FR, Tabaie S, Best MJ, Aiyer A. Preoperative Dehydration Increases the Risk of Extended Length of Hospital Stay Following Total Ankle Arthroplasty. Foot Ankle Spec 2025; 18:244-250. [PMID: 37166137 DOI: 10.1177/19386400231169367] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/12/2023]
Abstract
IntroductionThe effects of preoperative dehydration on outcomes following total ankle arthroplasty (TAA) remain unknown. Therefore, the purpose of this study is to evaluate the association between dehydration and postoperative complications for patients undergoing TAA.MethodsPatients undergoing TAA from 2007 to 2019 were identified in the National Surgical Quality Improvement Program (NSQIP) database. A preoperative serum blood urea nitrogen/creatinine (BUN/Cr) greater than 20 was used to define preoperative dehydration. Patients were stratified into 2 cohorts: patients who were dehydrated (BUN/Cr > 20) and patients without dehydration (BUN/Cr ≤ 20). In this analysis, various postoperative outcomes were assessed with bivariate and multivariate analyses.ResultsIn total, 1033 patients underwent TAA and had their serum BUN and Cr values recorded. For both BUN and Cr, the patients in this study had their serum values recorded a mean of 15 days before their surgery. A total of 588 patients (56.9%) did not have dehydration preoperatively and 445 patients (43.1%) were dehydrated. Following adjustment on multivariate analysis, an increased risk of extended length of hospital stay (odds ratio [OR] = 1.457; p = 0.024) was seen in the dehydrated group compared with those who were noted to be well hydrated.ConclusionAs fluid intake is one modifiable preoperative variable that can be easily monitored during elective procedures, it is important for physicians to be aware of patients who are dehydrated and adjust their fluids appropriately to optimize postoperative outcomes.Levels of Evidence:Level III: Retrospective cohort study.
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Affiliation(s)
- Theodore Quan
- The Department of Orthopaedic Surgery, School of Medicine and Health Sciences, The George Washington University, Washington, District of Columbia
| | - Matthew Magruder
- Department of Orthopaedic Surgery, Maimonides Medical Center, Brooklyn, New York
| | - Frank R Chen
- Department of Anesthesiology, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania
- Department of Surgery, WellStar Kennestone Regional Medical Center, Marietta, Georgia
| | - Sean Tabaie
- Department of Orthopaedic Surgery, Children's National Hospital, Washington, District of Columbia
| | - Matthew J Best
- Department of Orthopaedic Surgery, Johns Hopkins, Columbia, Maryland
| | - Amiethab Aiyer
- Department of Orthopaedic Surgery, Johns Hopkins, Columbia, Maryland
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2
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Sun N, Li H, Li X, Li H, Lai L, Wu Y, Du H. Fate of revision total ankle arthroplasty: a meta-analysis of 999 cases. Int J Surg 2025; 111:3561-3572. [PMID: 40101126 DOI: 10.1097/js9.0000000000002340] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2025] [Accepted: 03/04/2025] [Indexed: 03/20/2025]
Abstract
BACKGROUND Revision total ankle arthroplasty (reTAA) is becoming more common. This meta-analysis aimed to evaluate its re-revision rate and factors affecting longevity. METHODS Following Preferred Reporting Items for Systematic reviews and Meta-Analyses statement and Assessing the Methodological Quality of Systematic Reviews guideline, we searched PubMed, Embase, Web of Science, and Cochrane Library databases from 1 January 2010 to 1 October 2024. Studies reporting survivorship of reTAA were included. Study quality was assessed using the Newcastle-Ottawa Scale (NOS). The primary outcome was the re-revision rate. Pooled estimates with 95% confidence intervals (CIs) were calculated using a random-effects model. The annual re-revision rate was introduced for time-adjusted analysis. Heterogeneity was explored using meta-regression and subgroup analyses. RESULTS The analysis included 22 retrospective studies (cohort studies and case series) and one prospective cohort study. The NOS scores indicated moderate to high quality. A total of 999 reTAAs with a mean follow-up of 5 years were identified. The pooled re-revision rate was 9.9% (95% CI: 5.9% to 13.9%). The annual re-revision rate was 2.6% (95% CI: 1.8% to 3.6%). Subgroup analysis indicated that stemmed tibial components were potentially associated with a lower re-revision rate (5.5%) versus unstemmed tibial components (13.2%) ( P = 0.077). However, meta-regression model identified follow-up duration as the only significant factor influencing re-revision rates. The pooled complication rate following reTAA was 18.2%. Among those failed reTAAs, 64.9% underwent conversion to ankle fusion and 5.3% received below-knee amputation. CONCLUSION Although most included studies were low-level evidence, our meta-analysis revealed an overall re-revision rate of 9.9% at 5-year follow-up, with an annual rate of 2.6% for reTAA. Limited evidence suggested that revision systems using stemmed tibial components might reduce the risk of re-revision.
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Affiliation(s)
- Ning Sun
- Department of Foot and Ankle Surgery, Beijing Jishuitan Hospital, Capital Medical University, Beijing, China
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Shah JA, Schwartz AM, Farley KX, Mahmoud K, Attia AK, Labib S, Kadakia RJ. Projections and Epidemiology of Total Ankle and Revision Total Ankle Arthroplasty in the United States to 2030. Foot Ankle Spec 2025; 18:161-170. [PMID: 35833386 DOI: 10.1177/19386400221109420] [Citation(s) in RCA: 14] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Background: Total ankle arthroplasty (TAA) utilization is increasing in the United States. As the incidence of this procedure grows, it is important for providers to understand the future projections for ankle arthroplasty and more importantly revision total ankle arthroplasty (rTAA). Methods: The National Inpatient Sample (USA) was queried from 2005 to 2017 for all TAA and rTAA. Poisson and linear regression analysis was performed to project annual incidence of TAA and rTAA to 2030, with subgroup analyses on septic rTAA. Results: There were 5315 TAAs performed in 2017, a 564% (P < .001) increase when compared with the TAAs performed in 2005. From 2017 to 2030, the incidence of TAAs is projected to increase from 110% to 796% (P < .001). There were 1170 rTAAs performed in 2017, a 155% (P < .001) increase when compared with rTAAs performed in 2005. There was a 256% increase in the incidence of septic rTAAs from 2005 to 2017 with a projected increase between 22% and 120% by 2030. Conclusions: The incidence of both TAAs and rTAAs is projected to significantly increase over the next decade. Given the known risk factors of TAA and rTAA, these findings reinforce the need for thoughtful consideration when selecting patients for TAA.
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Affiliation(s)
- Jason A Shah
- Department of Orthopaedics, Emory University School of Medicine, Atlanta, Georgia (JAS, AMS, KM)
- Emory University School of Medicine, Atlanta, Georgia (KXF, SL, RJK)
- Department of Orthopaedics, Penn State Health Milton S. Hershey Medical Center, Hershey, Pennsylvania (AKA)
| | - Andrew M Schwartz
- Department of Orthopaedics, Emory University School of Medicine, Atlanta, Georgia (JAS, AMS, KM)
- Emory University School of Medicine, Atlanta, Georgia (KXF, SL, RJK)
- Department of Orthopaedics, Penn State Health Milton S. Hershey Medical Center, Hershey, Pennsylvania (AKA)
| | - Kevin X Farley
- Department of Orthopaedics, Emory University School of Medicine, Atlanta, Georgia (JAS, AMS, KM)
- Emory University School of Medicine, Atlanta, Georgia (KXF, SL, RJK)
- Department of Orthopaedics, Penn State Health Milton S. Hershey Medical Center, Hershey, Pennsylvania (AKA)
| | - Karim Mahmoud
- Department of Orthopaedics, Emory University School of Medicine, Atlanta, Georgia (JAS, AMS, KM)
- Emory University School of Medicine, Atlanta, Georgia (KXF, SL, RJK)
- Department of Orthopaedics, Penn State Health Milton S. Hershey Medical Center, Hershey, Pennsylvania (AKA)
| | - Ahmed Khalil Attia
- Department of Orthopaedics, Emory University School of Medicine, Atlanta, Georgia (JAS, AMS, KM)
- Emory University School of Medicine, Atlanta, Georgia (KXF, SL, RJK)
- Department of Orthopaedics, Penn State Health Milton S. Hershey Medical Center, Hershey, Pennsylvania (AKA)
| | - Sameh Labib
- Department of Orthopaedics, Emory University School of Medicine, Atlanta, Georgia (JAS, AMS, KM)
- Emory University School of Medicine, Atlanta, Georgia (KXF, SL, RJK)
- Department of Orthopaedics, Penn State Health Milton S. Hershey Medical Center, Hershey, Pennsylvania (AKA)
| | - Rishin J Kadakia
- Department of Orthopaedics, Emory University School of Medicine, Atlanta, Georgia (JAS, AMS, KM)
- Emory University School of Medicine, Atlanta, Georgia (KXF, SL, RJK)
- Department of Orthopaedics, Penn State Health Milton S. Hershey Medical Center, Hershey, Pennsylvania (AKA)
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4
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Oh TK, Song IA. Association of Preoperative Opioid and Glucocorticoid Use With Mortality and Complication After Total Knee or Hip Arthroplasty. J Korean Med Sci 2024; 39:e265. [PMID: 39468946 PMCID: PMC11519059 DOI: 10.3346/jkms.2024.39.e265] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/29/2024] [Accepted: 07/29/2024] [Indexed: 10/30/2024] Open
Abstract
BACKGROUND The association between preoperative opioid or glucocorticoid (GC) use and clinical outcomes, such as postoperative mortality after total joint arthroplasty (TJA), is unclear. METHODS A population-based retrospective cohort study was conducted. Data were obtained from the National Health Insurance Service of South Korea. Patients who underwent TJA (total knee or total hip arthroplasty) between January 1, 2016, and December 31, 2021, were included. We examined whether the patients had been prescribed opioids or oral GC for > 90 days prior to TJA. RESULTS In total, 664,598 patients who underwent TJA were included, among whom 245,260 (52.4%), 23,076 (3.5%), and 47,777 (7.2%) were classified into the opioid, GC, and opioid and GC groups, respectively. Compared to the non-user group, the opioid and GC user groups showed 53% (odds ratio [OR], 1.53; 95% confidence interval [CI], 1.12-2.30; P = 0.010) higher odds of in-hospital mortality. Compared to non-users, GC users (hazard ratio [HR], 1.24; 95% CI, 1.15-1.34; P < 0.001) and opioid and GC users (HR, 1.24; 95% CI, 1.14-1.35; P < 0.001) showed a higher risk of 1-year all-cause mortality. Compared to the non-user group, GC users (OR, 1.09; 95% CI, 1.04-1.15; P < 0.001) and opioid and GC users (OR, 1.06; 95% CI, 1.01-1.11; P = 0.014) showed higher odds of postoperative complications. CONCLUSION Preoperative GC use and concomitant use of opioid analgesics with GC were associated with increased postoperative mortality and morbidity after TJA. However, preoperative chronic opioid analgesic use alone did not affect postoperative mortality or morbidity.
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MESH Headings
- Humans
- Analgesics, Opioid/therapeutic use
- Analgesics, Opioid/adverse effects
- Arthroplasty, Replacement, Hip/mortality
- Arthroplasty, Replacement, Hip/adverse effects
- Male
- Female
- Arthroplasty, Replacement, Knee/mortality
- Arthroplasty, Replacement, Knee/adverse effects
- Retrospective Studies
- Middle Aged
- Aged
- Glucocorticoids/therapeutic use
- Glucocorticoids/adverse effects
- Republic of Korea/epidemiology
- Odds Ratio
- Hospital Mortality
- Postoperative Complications/mortality
- Proportional Hazards Models
- Databases, Factual
- Adult
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Affiliation(s)
- Tak Kyu Oh
- Department of Anesthesiology and Pain Medicine, College of Medicine, Seoul National University, Seoul, Korea
- Department of Anesthesiology and Pain Medicine, Seoul National University Bundang Hospital, Seongnam, Korea
| | - In-Ae Song
- Department of Anesthesiology and Pain Medicine, College of Medicine, Seoul National University, Seoul, Korea
- Department of Anesthesiology and Pain Medicine, Seoul National University Bundang Hospital, Seongnam, Korea.
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5
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Karzon AL, Kadakia RJ, Coleman MM, Bariteau JT, Labib SA. The Rise of Total Ankle Arthroplasty Use: A Database Analysis Describing Case Volumes and Incidence Trends in the United States Between 2009 and 2019. Foot Ankle Int 2022; 43:1501-1510. [PMID: 36050924 DOI: 10.1177/10711007221119148] [Citation(s) in RCA: 45] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
BACKGROUND Ankle arthrodesis has been the mainstay treatment for end-stage ankle arthritis. The popularity of total ankle arthroplasty (TAA) has been on the rise due to improved implant design and postoperative outcomes. The purpose of this study was to describe the basic epidemiology and trends of annual procedure volumes and incidence in the general American population as well as in different population subgroups from 2009 to 2019. We hypothesize that the incidence of TAA has significantly risen while the median length of hospital stay has decreased nationwide. METHODS The IBM MarketScan database was queried for patients who underwent TAA from January 2009 to December 2019 based on Current Procedural Terminology coding. Population estimates from the US Census Bureau were used to calculate the annual incidence of TAA. Procedural volume and incidence were calculated for annual sums, gender, age subgroups, inpatient and outpatient TAA, as well as in four statistical geographic regions in the United States. Median length of hospital stay was calculated and trended annually for inpatient TAA. RESULTS A total of 41,060 primary TAAs were identified in the database from 2009 to 2019, in which 52.5% were performed in males. Annual volumes increased by 136.1%, from 2180 to 5147 procedures nationwide. Incidence reported per 100 000 population increased by 120.8%. Both inpatient and outpatient procedures have increased, by 242.5% and 86.6%, respectively. Median length of hospital stay decreased from 3 days in 2009 to 1 day in 2019 and did not differ between genders. Growth in incidence was demonstrated in males and females above the age of 54 years with the largest growth in annual incidence found between 65 and 74 years. Incidence rose in the South and West of the United States by 111.8% and 136.5%, respectively. CONCLUSION We found that annual volumes and incidence rates of primary TAA has increased between 2009 and 2019. Although both inpatient and outpatient surgery have become more frequent, inpatient volumes and incidence have increased almost 3 times more than those of outpatient surgery. Length of hospital stay decreased over the study years. When adjusted for the same study period, the cumulative annual growth rates of TAA were found to be 2 times greater than total knee arthroplasty and 3.6 times greater than total hip arthroplasty. LEVEL OF EVIDENCE Level III, retrospective database review.
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Affiliation(s)
- Anthony L Karzon
- Department of Orthopaedic Surgery, Emory University School of Medicine, Atlanta, GA, USA
| | - Rishin J Kadakia
- Department of Orthopaedic Surgery, Emory University School of Medicine, Atlanta, GA, USA
| | - Michelle M Coleman
- Department of Orthopaedic Surgery, Emory University School of Medicine, Atlanta, GA, USA
| | - Jason T Bariteau
- Department of Orthopaedic Surgery, Emory University School of Medicine, Atlanta, GA, USA
| | - Sameh A Labib
- Department of Orthopaedic Surgery, Emory University School of Medicine, Atlanta, GA, USA
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6
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Longo UG, Papalia R, Bonifacini C, Martinelli N, Candela V, Ruzzini L, De Salvatore S, Piergentili I, Denaro V. Emerging National Trends in Ankle Prosthesis: A 15-Year Analysis of the Italian National Hospital Discharge Records. J Foot Ankle Surg 2022; 61:695-699. [PMID: 34887160 DOI: 10.1053/j.jfas.2021.10.034] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/23/2020] [Accepted: 10/28/2021] [Indexed: 02/03/2023]
Abstract
Total ankle replacement (TAR) has gained popularity in recent years becoming the mainstream treatment for conditions like rheumatoid arthritis, posttraumatic arthritis and severe osteochondral lesions of the talus. The aim of the study was to assess the nationwide number of implants performed in a 15-year period (2001-2016) and to identify trends like patients' interregional migratory flows and their accessibility to this procedure. Data for this study were obtained from the Italian National Hospital Discharge records (SDO), obtained from the National Ministry of Health. The selected SDOs were evaluated for demographic data, like the patient's age and gender, for geographical data, including the region of hospitalization and the region of origin of the patient, and for hospitalization data, like the hospital stay length and the principal source of payment. In a 15-year span, a sharp increase in the number of TARs was observed with a 600% growth. The incidence was 0.16 per 100,000 persons in 2001 and increased to 0.915 per 100,000 persons in 2016. Most TAR were performed in northern Italy (73.9%), followed by central Italy (16.7%) and lastly southern Italy (9.4%). The rates of utilization of TAR increased every year from 2001 to 2016, indicating that demand for ankle arthroplasties is growing faster regarding to other procedures performed in Italy. The surgical cost was covered, in the majority of cases, by the National Health System and may play a role in the rising rates of TAR.
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Affiliation(s)
- Umile Giuseppe Longo
- Department of Orthopedic and Trauma Surgery, Campus Bio-Medico University of Rome, Rome, Italy.
| | - Rocco Papalia
- Department of Orthopedic and Trauma Surgery, Campus Bio-Medico University of Rome, Rome, Italy
| | - Carlo Bonifacini
- Department of Foot and Ankle Surgery, Galeazzi Hospital, Milan, Italy
| | - Nicolò Martinelli
- Department of Foot and Ankle Surgery, Galeazzi Hospital, Milan, Italy
| | - Vincenzo Candela
- Department of Orthopedic and Trauma Surgery, Campus Bio-Medico University of Rome, Rome, Italy
| | - Laura Ruzzini
- Department of Surgery, Orthopedic Unit, Bambino Gesù Children's Hospital, Rome, Italy
| | - Sergio De Salvatore
- Department of Orthopedic and Trauma Surgery, Campus Bio-Medico University of Rome, Rome, Italy
| | - Ilaria Piergentili
- Department of Orthopedic and Trauma Surgery, Campus Bio-Medico University of Rome, Rome, Italy
| | - Vincenzo Denaro
- Department of Orthopedic and Trauma Surgery, Campus Bio-Medico University of Rome, Rome, Italy
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7
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Koh DTS, Chen JY, Tan SM, Tay KS, Singh IR, Yeo NEM. Mid-Term Functional and Radiological Outcomes of Total Ankle Replacement in an Asian Cohort. J Foot Ankle Surg 2022; 61:363-368. [PMID: 34657806 DOI: 10.1053/j.jfas.2021.09.014] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/10/2021] [Revised: 09/06/2021] [Accepted: 09/10/2021] [Indexed: 02/03/2023]
Abstract
There are limited studies looking at longer-term outcomes of the total ankle replacement (TAR) in the Asian cohort. Asian ankles are smaller in size and are more varus compared to Western cohorts. Cultural differences also require increased ankle range of motion demands. Therefore, assessment of longer-term functional and radiological outcomes in the Asian cohort is warranted. Between 2007 and 2015, 43 consecutive patients received a 3-component, cementless, unconstrained, fully congruent TAR. Patients were followed up over a mean 8 (range 5-14 years). Preoperative and postoperative AOFAS ankle-hindfoot score (AOFAS-AHS), visual analogue score (VAS), physical and mental component scores of the SF-36 (PCS and MCS respectively) were calculated. European Foot and Ankle Score was also recorded at 8 years. Radiographs were reviewed postoperatively to assess implant position and study evidence of implant loosening and impingement. At 8 years, survivorship was 83.5%. Reasons for implant removal included infection (n = 2) and aseptic loosening (n = 5). AOFAS-AHS, VAS MCS at 8 years postoperatively were comparable to outcomes at 2 years postoperatively (p > .05). PCS at 8 years demonstrated improvement compared to 2 years postoperatively (49 ± 7 vs 42 ± 11, p = .048). Radiographic impingement was noted in 9 cases (20.9%). Radiological loosening was noted in 8 cases with 5 cases requiring revision surgery. At 8 years postoperatively, clinical outcomes, radiological outcomes and survivorship following TAR in an Asian cohort are satisfactory and comparable to that found in existing literature. Long-term studies are required to ascertain survivorship of TAR. Implant design with the Asian cohort in mind may yield improved outcomes.
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Affiliation(s)
- Don Thong Siang Koh
- Department of Orthopaedic Surgery, Singapore General Hospital, Singapore, Singapore.
| | - Jerry Yongqiang Chen
- Department of Orthopaedic Surgery, Singapore General Hospital, Singapore, Singapore
| | - Shi Ming Tan
- Department of Orthopaedic Surgery, Singapore General Hospital, Singapore, Singapore
| | - Kae Sian Tay
- Department of Orthopaedic Surgery, Singapore General Hospital, Singapore, Singapore
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Lee S, Song K, Lee SY. Epidemiological study of post-traumatic ankle osteoarthritis after ankle sprain in 195,393 individuals over middle age using the National Health Insurance Database: A retrospective design. J Sci Med Sport 2021; 25:129-133. [PMID: 34565662 DOI: 10.1016/j.jsams.2021.08.018] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2021] [Revised: 06/27/2021] [Accepted: 08/20/2021] [Indexed: 10/20/2022]
Abstract
OBJECTIVES This study aimed to determine the risk of ankle OA onset after an incidence of sprain, relative to the risk of onset in healthy population, and to investigate the effect of gender, age, BMI, and exercise on the development of ankle OA after sprain. DESIGN Retrospective cohort study. METHODS Using a sample cohort dataset from 2002 to 2013 provided by the Korean National Health Insurance Sharing Service, we calculated the mean survival time and cumulative incidence rate in sprained and healthy populations using Kaplan-Meier analysis. A Cox proportional hazards model was used to analyze the adjusted hazard ratio (HR) of sprain for the development of OA with 95% confidence intervals (CIs). Adjusted HRs of gender, age, BMI, and exercise (yes/no) were analyzed in the sprained group. RESULTS Among the selected population of 195,393 individuals, 40,876 (20.9%) were diagnosed with an ankle sprain, and 1543 (3.85%) of those individuals developed ankle OA. Of the 154,517 healthy individuals (79.1%), 4062 (2.66%) cases had progressed to OA. The sprained group had 46% (HR, 1.46; 95% CI, 1.38-1.55) greater rate of progression to ankle OA than did healthy individuals. In the sprain group, individuals who were female, obese, and overweight had 40% (HR, 1.40; 95% CI, 1.26-1.55), 43% (HR, 1.43; 95% CI, 1.12-1.82), and 22% (HR, 1.22; 95% CI, 1.10-1.35) higher incidence to develop ankle OA, respectively, compared to those who were male, underweight and normal. CONCLUSIONS This study found that ankle sprain was a significant risk factor for a diagnosis of early OA. Female gender and high BMI increased the incidence of ankle OA after sprain.
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Affiliation(s)
- Soyoung Lee
- Department of Physical Education, Yonsei University, Republic of Korea
| | - Kyeongtak Song
- Sports Medicine Research Institute, Department of Athletic Training and Clinical Nutrition, University of Kentucky, USA
| | - Sae Yong Lee
- Department of Physical Education, Yonsei University, Republic of Korea; International Olympic Committee Research Centre KOREA, Yonsei University, Republic of Korea; Institute of Convergence Science, Yonsei University, Republic of Korea.
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