OBJECTIVE: To analyze the clinical features of overweight and obese rheumatoid arthritis (RA)patients, and the relationship between body mass index (BMI) and disease characteristics. METHODS: The demographic data, extra-articular manifestations, comorbidities, and disease activity of RA patients admitted to the Rheumatology and Immunology Department of Peking University Third Hospital from January 2015 to December 2020 were collected, and the above characteristics of overweight and obese RA patients were retrospectively analyzed. According to the WHO, BMI≥30 kg/m² referred to obese individuals, 25≤BMI < 30 kg/m² referred to overweight individuals, 18.5≤BMI < 25 kg/m² referred to normal individuals, BMI < 18.5 kg/m² referred to reduced body mass individuals. t test was used for the quantitative data in accordance with normal distribution. Wilcoxon rank sum test was used for the quantitative data of non-normal distribution. The qualitative data were analyzed by chi square test. But while 1≤theoretical frequency < 5, Chi square test of corrected four grid table was used. And Fisher exact probability method was used when theoretical frequency < 1. Analyzing whether overweight or obesity was associated with comorbidities using Logistic regression adjusted confounding factors. RESULTS: A total of 481 RA patients were included in this study, with an average BMI value of (23.28±3.75) kg/m².Of the patients, 31 cases (6.5%) were with BMI < 18.5 kg/m², 309 cases (64.2%) with 18.5≤ BMI < 25 kg/m², amounting to 340 cases (70.7%). There were 119 overweight individuals (25≤ BMI < 30 kg/m², 24.7%) and 22 obese individuals (BMI≥30 kg/m², 4.6%), totaling 141 (29.3%).The proportion of the overweight and obese RA patients suffering from hypertension (57.4% vs. 39.1%, P < 0.001), diabetes (25.5% vs. 15.0%, P=0.006), hyperlipidemia (22.7% vs. 10.9%, P=0.001), fatty liver (28.4% vs. 7.4%, P < 0.001), osteoarthritis (39.0% vs. 29.4%, P=0.040) was significantly higher, and the proportion of the patients with osteoporosis(59.6% vs. 70.9%, P=0.016) and anemia (36.2% vs. 55.6%, P < 0.001) was significantly lower. However, there was no difference between the two groups in coronary heart disease (5.7% vs. 7.6%, P=0.442), cerebrovascular disease (6.4% vs. 8.8%, P=0.372) and peripheral atherosclerosis (9.2% vs. 7.6%, P=0.565).The median C-reactive protein (CRP, 1.52 mg/dL vs. 2.35 mg/dL, P=0.008), median erythrocyte sedimentation rate (ESR, 34.0 mm/h vs. 50.0 mm/h, P=0.003), pain visual simulation score (VAS) (3.66±3.08 vs. 4.40±2.85, P=0.011), and 28 joint disease activity scores (DAS-28, 5.05±1.60 vs. 5.45±1.52, P=0.010) in the overweight and obese RA group were all lower than those in the normal and reduced weight groups. Multivariate regression analysis showed that overweight and obesity was an independent risk factor for hypertension, diabetes, hyperlipidemia and fatty liver, and had protective effects on osteoporosis and anemia. CONCLUSION In RA patients, RA disease activity is lower in overweight and obesity patients. Overweight and obesity is associated with hypertension, diabetes and hyperlipidemia, but not with cardiovascular and cerebrovascular diseases.
Humans ; Body Mass Index ; Overweight/epidemiology* ; Retrospective Studies ; Arthritis, Rheumatoid/epidemiology* ; Obesity/epidemiology* ; Diabetes Mellitus ; Hypertension/complications* ; Fatty Liver/complications* ; Hyperlipidemias/complications* ; Osteoporosis/complications* ; Anemia

The fracture risk of patients with diabetes is higher than those of patients without diabetes due to hyperglycemia, usage of diabetes drugs, changes in insulin levels, and excretion, and this risk begins as early as adolescence. Many factors including demographic data (such as age, height, weight, and gender), medical history (such as smoking, drinking, and menopause), and examination (such as bone mineral density, blood routine, and urine routine) may be related to bone metabolism in patients with diabetes. However, most of the existing methods are qualitative assessments and do not consider the interactions of the physiological factors of humans. In addition, the fracture risk of patients with diabetes and osteoporosis has not been further studied previously. In this paper, a hybrid model combining XGBoost with deep neural network is used to predict the fracture risk of patients with diabetes and osteoporosis, and investigate the effect of patients' physiological factors on fracture risk. A total of 147 raw input features are considered in our model. The presented model is compared with several benchmarks based on various metrics to prove its effectiveness. Moreover, the top 18 influencing factors of fracture risks of patients with diabetes are determined.
Bone Density ; Deep Learning ; Diabetes Mellitus/epidemiology* ; Female ; Fractures, Bone/etiology* ; Humans ; Osteoporosis/complications* ; Risk Factors

BACKGROUND: The purpose of this study was to evaluate whether physicians' practice was adequate for the diagnosis and treatment of osteoporosis in patients with proximal humeral fracture over the age of 50 years, which is one of major osteoporotic fractures. METHODS: A retrospective nation-wide cohort study was performed using data collected in 2010 by the Korean Health Insurance Review Agency. The incidences of fractures around the hip, spine, and proximal humerus in patients more than 50 years of age, the frequencies of diagnostic bone density scan for osteoporosis, and the prescription for the osteoporosis medication were analyzed and compared. RESULTS: A search of database identified 48,351 hip fractures, 141,208 spine fractures, and 11,609 proximal humeral fractures in patients more than 50 years of age in 2010. Among these patients, 12,097 (25.0%) of hip fractures, 41,962 (29.7%) of spine fractures, and 1,458 (12.6%) of proximal humeral fractures underwent diagnostic bone density scan (p < 0.001); 4,773 (9.9%) of hip fractures, 27,261 (19.3%) of spine fractures, and 639 (5.5%) of proximal humeral fractures were managed with at least one medication approved for the treatment of osteoporosis (p < 0.001). Furthermore, 1,217 (2.5%) of hip fractures, 7,271 (5.2%) of spine fractures, and 188 (1.6%) of proximal humeral fractures received diagnostic bone density scans as well as osteoporosis medications (p < 0.001). Younger patients (50–69 years of age) were less likely to be evaluated and managed for osteoporosis relative to older patients (≥ 70 years of age) (p < 0.001); and men were less likely to be evaluated and managed for osteoporosis relative to women (p < 0.001). CONCLUSIONS: Current physicians' practice pattern may be inadequate for the diagnosis and treatment of osteoporosis in patients of proximal humeral fractures over the age of 50 years. Additional study and educational programs are necessary to improve this care gap, beginning with physicians who are responsible for the fracture treatment and shoulder diseases.
Aged ; Bone Density ; Bone Density Conservation Agents/therapeutic use ; Female ; Humans ; Male ; Middle Aged ; *Osteoporosis/complications/diagnosis/drug therapy/epidemiology ; Retrospective Studies ; Shoulder Fractures/*complications/*epidemiology

Vitamin D deficiency is common and may contribute to osteopenia, osteoporosis and falls risk in the elderly. Screening for vitamin D deficiency is important in high-risk patients, especially for patients who suffered minimal trauma fractures. Vitamin D deficiency should be treated according to the severity of the deficiency. In high-risk adults, follow-up serum 25-hydroxyvitamin D concentration should be measured 3-4 months after initiating maintenance therapy to confirm that the target level has been achieved. All patients should maintain a calcium intake of at least 1,000 mg for women aged ≤ 50 years and men ≤ 70 years, and 1,300 mg for women > 50 years and men > 70 years.
Aged ; Bone Density ; Bone Diseases, Metabolic ; prevention & control ; Calcium, Dietary ; therapeutic use ; Cholecalciferol ; administration & dosage ; Female ; Hip Fractures ; complications ; epidemiology ; Humans ; Male ; Middle Aged ; Osteoporosis ; prevention & control ; Practice Guidelines as Topic ; Prevalence ; Primary Health Care ; methods ; Risk Factors ; Vitamin D ; analogs & derivatives ; blood ; Vitamin D Deficiency ; diagnosis ; epidemiology

This study analyzes the incidence of subsequent hip fractures and its risk factors in the northwestern region of Korea. We analyzed hip fracture patients who visited any of the 5 teaching hospitals in the Bucheon and Incheon area from January 2000 to December 2010. Medical records were reviewed and presence of subsequent hip fractures, alcohol history, marital status, live in solitude, dementia, dizziness, American society of anesthesiologists score, osteoporosis treatment after fracture, body mass index (BMI) and initial bone mineral density were analyzed. The average follow-up period was 12 months (range 1-130 months). A total of 2,546 patients (women 1,770, men 776) who had experienced hip fractures were included. Of these, subsequent hip fractures were found in 233 patients (9.2%) (women 187, men 46). Mean age at the time of the first fracture was 79.2 yr old (range 50-100 yr). The average interval between the first fracture and the subsequent hip fractures was 30.2 months (range 4 days-154 months). In this large-scale, retrospective, multicenter study, overall incidence of subsequent hip fractures is 9.2%. Independent risk factors of subsequent fracture are women, BMI<22 kg/m2, and being unmarried.
Age Factors ; Aged ; Aged, 80 and over ; Alcohol Drinking ; Body Mass Index ; Bone Density ; Female ; Hip Fractures/complications/*epidemiology ; Hospitals, University ; Humans ; Incidence ; Male ; Middle Aged ; Osteoporosis/complications/diagnosis ; Republic of Korea ; Retrospective Studies ; Risk Factors ; Sex Factors

OBJECTIVES: This community-based cohort study was performed to investigate the incidence of and factors related to self-reported fragility fractures among middle-aged and elderly women living in rural Korea. METHODS: The osteoporosis cohort recruited 430 women 40 to 69 years old in 1999, and 396 of these women were followed over 11 years. In 1999, questionnaires from all participants assessed general characteristics, medical history, lifestyle, menstrual and reproductive characteristics, and bone mineral density. In 2010, self-reported fractures and the date, site, and cause of these fractures were recorded. Cox proportional hazards models were used to calculate hazard ratios (HRs). RESULTS: Seventy-six participants among 3949.7 person-years experienced fragility fractures during the 11-year follow-up. The incidence of fragility fractures was 1924.2 per 100 000 person-years (95% confidence interval [CI], 1491.6 to 2356.8). In the multivariate model, low body mass index (HR, 2.66; 95% CI, 1.13 to 6.24), a parental history of osteoporosis (HR, 2.03; 95% CI, 1.18 to 3.49), and postmenopausal status (HR, 3.50; 95% CI, 1.05 to 11.67) were significantly related to fragility fracture. CONCLUSIONS: Fracture prevention programs are needed among postmenopausal, rural, Korean women with a low body mass index and parental history of osteoporosis Korea.
Adult ; Aged ; Body Mass Index ; Bone Density ; Cohort Studies ; Female ; Follow-Up Studies ; Fractures, Bone/*epidemiology/etiology ; Humans ; Incidence ; Life Style ; Middle Aged ; Osteoporosis/complications ; Postmenopause ; Proportional Hazards Models ; Questionnaires ; Republic of Korea/epidemiology ; Risk Factors ; Rural Population ; Self Report

Osteoporosis is charactered by body bone mass reduce and bone microstructure degration. With the improvement of biology-psychology-social medical model, it have found a certain relation between osteoporosis and psychology. Psychology have an influence on BMD, contents of bone transition index, bone cytokine consistency and fragility fracture rate. Meantime, life of quality of the patients have been affected by osteoporosis, leading to their psychology situation have an according changes.
Bone Density ; Fractures, Bone ; epidemiology ; Humans ; Mental Disorders ; complications ; metabolism ; Osteoporosis ; etiology ; psychology ; Quality of Life

BACKGROUND: The osteosynthesis of the periprosthetic fractures following a total knee arthroplasty (TKA) can be technically difficult with the relatively small satisfactory outcomes and the high complication rates. The purpose of the study is to analyze the mid-term radiological and functional outcomes following the locked plating of the distal femur periprosthetic fractures after a TKA. METHODS: Records of 20 patients with a periprosthetic distal femur fracture following TKA treated by the locked plate osteosynthesis were retrospectively evaluated. The union rate, complications and functional outcome measures were analyzed. RESULTS: Successful union was achieved in 18 of the 19 patients available for the follow-up. The mean follow-up was 39 +/- 10 months. Significant reductions (p < 0.05) in the range of motion and Western Ontario and McMaster Universities Western Ontario and McMaster Universities Arthritis Index (WOMAC) scores were evident in the follow-up. Secondary procedures were required in 5 patients to address the delay in union and the reduced knee range of motion. The osteosynthesis failed in 1 patient who underwent a revision TKA. CONCLUSIONS: The satisfactory union rates can be achieved with the locked plate osteosynthesis in the periprosthetic distal femur fractures after TKA. Prolonged rehabilitation coupled with the un-modifiable risk factors can decrease the activity and satisfaction levels, which can significantly alter the functional outcome.
Aged ; Aged, 80 and over ; Arthroplasty, Replacement, Knee/*adverse effects ; Female ; Femoral Fractures/*etiology/radiography ; Fracture Fixation, Internal/*adverse effects ; Humans ; Male ; Osteoporosis/epidemiology ; Periprosthetic Fractures/*etiology/radiography ; Postoperative Complications/etiology ; Range of Motion, Articular ; Retrospective Studies ; Risk Factors ; Treatment Outcome

OBJECTIVES: People who have chronic diseases, as well as gait imbalance or psychiatric drug use, may be susceptible to injuries from falls and slips. The purpose of this study was to evaluate the effect of musculoskeletal diseases on incidental fall-related injuries among adults in Korea. METHODS: We analyzed data from the 4th Korea National Health and Nutrition Examination Survey (2007-2009), which are national data obtained by a rolling survey sampling method. The 1-year incidence of fall-related injuries was defined by health service utilization within the last year due to injury occurring after a slip and fall, and musculoskeletal diseases included osteoarthritis, rheumatoid arthritis, osteoporosis, and back pain. To evaluate the effects of preexisting musculoskeletal diseases, adults diagnosed before the last year were considered the exposed group, and adults who had never been diagnosed were the unexposed group. RESULTS: The weighted lifetime prevalence of musculoskeletal disease was 32 540 per 100 000 persons. Musculoskeletal diseases were associated with a higher risk of fall-related injury after adjustment for sex, age, residence, household income, education, occupation, visual disturbance, paralysis due to stroke, and medication for depression (odds ratio [OR], 1.41; 95% confidence interval [CI], 1.03 to 1.93). As the number of comorbid musculoskeletal diseases increased, the risk of fall-induced injuries increased (p-value for trend <0.001). In particular, patients who had any musculoskeletal condition were at much higher risk of recurrent fall-related injuries (OR, 6.20; 95% CI, 1.06 to 36.08). CONCLUSIONS: One must take into account the risk of fall-related injuries and provide prevention strategies among adults who have musculoskeletal diseases.
Accidental Falls/*statistics & numerical data ; Adolescent ; Adult ; Age Factors ; Aged ; Arthritis, Rheumatoid/complications/epidemiology ; Back Pain/complications/epidemiology ; Female ; Health Surveys ; Humans ; Incidence ; Male ; Middle Aged ; Musculoskeletal Diseases/*complications ; Osteoarthritis/complications/epidemiology ; Osteoporosis/complications/epidemiology ; Republic of Korea/epidemiology ; Risk Factors ; Sex Factors ; Socioeconomic Factors ; Young Adult

Osteoporosis is a widely recognized health problem in postmenopausal women. Osteoporotic fractures reduce independency, limit daily living activities, and increase the mortality rate. Epidemiological studies have demonstrated that low handgrip strength is a risk factor for functional limitations and disabilities, and all-cause mortality. We investigated the relationship between handgrip strength and bone mineral density (BMD) of the spine, femur neck, and total hip, as well the relationship between handgrip strength and previous fragility fractures in 337 healthy postmenopausal Korean women (mean age of 59.5 +/- 6.8 yr) who were free of diseases or medications affecting bone metabolism. Age and handgrip strength were associated with BMD of the spine, femur neck, and total hip in multiple regression models. Low handgrip strength (odds ratio [OR], 0.925; range, 0.877 to 0.975; P = 0.004) and low femur neck BMD (OR, 0.019; range, 0.001 to 0.354; P = 0.008) were independent predictors of previous fragility fractures in a multiple regression model. Our results demonstrate that low handgrip strength is associated with low BMD of the spine, femur neck, and total hip, and with increased risk of previous fragility fractures.
Aged ; *Bone Density ; Female ; Femur Neck/physiopathology ; Fractures, Bone/epidemiology/*etiology/physiopathology ; *Hand Strength ; Hip/physiopathology ; Humans ; Middle Aged ; Odds Ratio ; Osteoporosis/complications/physiopathology ; Postmenopause ; Predictive Value of Tests ; Republic of Korea/epidemiology ; Risk Factors ; Spine/physiopathology