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1.
Orthopedics ; 39(6): e1041-e1044, 2016 Nov 01.
Article in English | MEDLINE | ID: mdl-27459139

ABSTRACT

Several orthopedic registries have described the incidence of total knee arthroplasty (TKA) in patients who have undergone knee arthroscopy. Patient risk factors may play a role in the conversion rate from knee arthroscopy to TKA. This study quantifies the incidence of conversion of knee arthroscopy to TKA from a US mixed-payer database and describes some common patient risk factors for conversion. The medical records of more than 50 million patients who were treated between 1998 and 2014 were mined with a commercially available software platform. During the study period, a total of 68,090 patients older than 50 years underwent knee arthroscopy for partial meniscectomy, chondroplasty, or debridement. Reported rates of TKA at 1, 2, and 3 years after arthroscopy were 10.1%, 13.7%, and 15.6%, respectively. Obesity, depressive disorder, rheumatoid arthritis, diabetes, and age 70 years and older were associated with increased relative risk of conversion to TKA at 2 years. When obesity was combined individually with the top 5 other risk factors, no combination produced a higher relative risk than that of obesity alone. Patients who were 50 to 54 years of age had the lowest incidence of conversion to TKA (8.3%, P<.001). Men had a lower incidence of conversion to TKA (11.3%) than women (15.8%, P<.001). This information can help surgeons to counsel patients on the incidence of TKA after knee arthroscopy and identify preoperative risk factors that increase risk. [Orthopedics. 2016; 39(6):e1041-e1044.].


Subject(s)
Arthroplasty, Replacement, Knee/statistics & numerical data , Arthroscopy/statistics & numerical data , Knee Joint/surgery , Reoperation/statistics & numerical data , Age Factors , Aged , Arthritis, Rheumatoid/complications , Cartilage, Articular/surgery , Databases, Factual , Debridement , Depressive Disorder/complications , Diabetes Complications/complications , Female , Humans , Male , Menisci, Tibial/surgery , Middle Aged , Obesity/complications , Risk Factors , Sex Factors
2.
Orthopedics ; 39(3): e413-6, 2016 May 01.
Article in English | MEDLINE | ID: mdl-27064774

ABSTRACT

Low back pain is one of the most common reasons for physician visits in the United States and is a chief complaint frequently seen by orthopedic surgeons. Patients with chronic low back pain can experience recurring debilitating pain and disability, decreasing their quality of life. A commercially available software platform, Explorys (Explorys, Inc, Cleveland, Ohio), was used to mine a pooled electronic health care database consisting of the medical records of more than 26 million patients. According to the available medical history data, 1.2 million patients had a diagnosis of low back pain (4.54%). The information was used to determine the incidence of low back pain in patients with a history of nicotine dependence, obesity (body mass index, >30 kg/m(2)), depressive disorders, and alcohol abuse. Relative risk was then calculated for the defined modifiable risk factors. Patients with nicotine dependence, obesity, depressive disorders, and alcohol abuse had a relative risk of 4.489, 6.007, 5.511, and 3.326 for low back pain, respectively, compared with patients without the defined risk factor. A statistically significant difference was found in the incidence of low back pain between all 4 groups with the risk factors evaluated and the general population (P<.05). By determining treatable patient risk factors for low back pain, physicians can monitor at-risk patients and focus on prevention and control of debilitating disease. These approaches can decrease the number of patients with isolated low back pain who are seen by orthopedic surgeons. [Orthopedics. 2016; 39(3):e413-e416.].


Subject(s)
Alcoholism/complications , Depressive Disorder/complications , Low Back Pain/etiology , Obesity/complications , Tobacco Use Disorder/complications , Alcoholism/epidemiology , Depressive Disorder/epidemiology , Female , Humans , Incidence , Low Back Pain/epidemiology , Male , Middle Aged , Obesity/epidemiology , Quality of Life , Risk Factors , Tobacco Use Disorder/epidemiology , United States/epidemiology
3.
J Arthroplasty ; 29(10): 2036-8, 2014 Oct.
Article in English | MEDLINE | ID: mdl-24927868

ABSTRACT

A commercially available software platform, Explorys (Explorys, Inc., Cleveland, OH), was used to mine a pooled electronic healthcare database consisting of the medical records of more than 27 million patients. A total of 229,420 patients had undergone a total knee arthroplasty; 3470 (1.51%) patients were identified to have undergone manipulation under anesthesia. Individual risk factors of being female, African American race, age less than 60, BMI >30 and nicotine dependence were determined to have relative risk of 1.25, 2.20, 3.46, 1.33 and 1.32 respectively. Depressive disorder, diabetes mellitus, opioid abuse/dependence and rheumatoid arthritis were not significant risk factors. African Americans under the age of 60 at time of TKA had the greatest incidence of MUA (5.17%) and relative risk of 3.73 (CI: 3.36, 4.13).


Subject(s)
Arthroplasty, Replacement, Knee/adverse effects , Joint Diseases/therapy , Knee Joint , Manipulation, Orthopedic , Data Mining , Databases, Factual , Electronic Health Records , Female , Humans , Joint Diseases/etiology , Male , Middle Aged , Range of Motion, Articular , Reoperation , Risk Factors
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