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Multivariable Linear Regression Analysis (multivariable + linear_regression_analysis)
Selected AbstractsEconomic, Social, and Psychological Factors Associated With Health-Related Quality of Life of Chronic Hemodialysis Patients in Northern Taiwan: A Multicenter StudyARTIFICIAL ORGANS, Issue 1 2009Tze-Wah Kao Abstract This study evaluated the associations between economic, social, psychological factors, and health-related quality of life of hemodialysis patients. Cross-sectional study design was used. End-stage renal disease patients who had received maintenance hemodialysis for more than 2 months at 14 centers in northern Taiwan were invited to participate. Demographic, economic, and psychosocial data of patients were collected. Depression was assessed by the Beck Depression Inventory. Health-related quality of life was measured by the Medical Outcomes Study Short-Form 36. Multivariable linear regression analyses were performed. Eight hundred sixty-one patients (373 males, mean age 59.4 ± 13.2 years) completed the study. Higher monthly income was positively associated with role emotional and mental health (P < 0.05), and so was increased frequency of social activities with social functioning (P < 0.05). The more worries, the stronger the inverse associations with social functioning (P < 0.05) and mental health (P < 0.01). Higher depression scores were associated with lower scores of all Short-Form 36 dimensions (P < 0.01). Higher monthly income and increased social activities are associated with better health-related quality of life, whereas more worries and higher depression scores are associated with worse health-related quality of life of hemodialysis patients. [source] Neuroplasticity predicts outcome of optic neuritis independent of tissue damageANNALS OF NEUROLOGY, Issue 1 2010Thomas M. Jenkins MRCP Objectives To determine whether lateral occipital complex (LOC) activation with functional magnetic resonance imaging (fMRI) predicts visual outcome after clinically isolated optic neuritis (ON). To investigate the reasons behind good recovery following ON, despite residual optic nerve demyelination and neuroaxonal damage. Methods Patients with acute ON and healthy volunteers were studied longitudinally over 12 months. Structural MRI, visual evoked potentials (VEPs), and optical coherence tomography (OCT) were used to quantify acute inflammation, demyelination, conduction block, and later to estimate remyelination and neuroaxonal loss over the entire visual pathway. The role of neuroplasticity was investigated using fMRI. Multivariable linear regression analysis was used to study associations between vision, structure, and function. Results Greater baseline fMRI responses in the LOCs were associated with better visual outcome at 12 months. This was evident on stimulation of either eye (p = 0.007 affected; p = 0.020 fellow eye), and was independent of measures of demyelination and neuroaxonal loss. A negative fMRI response in the LOCs at baseline was associated with a relatively worse visual outcome. No acute electrophysiological or structural measures, in the anterior or posterior visual pathways, were associated with visual outcome. Interpretation Early neuroplasticity in higher visual areas appears to be an important determinant of recovery from ON, independent of tissue damage in the anterior or posterior visual pathway, including neuroaxonal loss (as measured by MRI, VEP, and OCT) and demyelination (as measured by VEP). ANN NEUROL 2010;67:99,113 [source] Following in mother's footsteps?DIABETIC MEDICINE, Issue 3 2010Mother, cardiovascular disease 15 years after gestational diabetes, daughter risks for insulin resistance Diabet. Med. 27, 257,265 (2010) Abstract Aims, To determine effects on mothers and daughters of gestational diabetes mellitus/gestational impaired glucose tolerance (GDM/GIGT) on their future metabolic and cardiovascular risks. Methods, Case mothers who had GDM/GIGT in pregnancy (cases; n = 90) and normoglycaemic control women (n = 99) and their daughters underwent lifestyle assessment and metabolic tests 15-years post-partum. Results, Prevalence of glucose intolerance (GI) in daughters was 1.1%. Maternal prevalence was 44.4% in cases compared to 13.1% in controls, with conversion best predicted by weight gain. Case daughters had higher insulin resistance (IR) and greater waist circumference (WC) (51.2%) relative to control daughters (36.4%, p < 0.05) made worse if case mothers became GI at follow-up (65%) (relative risk =1.8; 95% confidence interval 1.2,2.9). In multivariable linear regression analyses adjusting for daughters' birthweight, maternal obesity (> 30.0 kg/m2) at 15years and mothers' case-control status were strong predictors of daughters' WC (p < 0.01; P < 0.01, respectively). For daughters' body mass index (BMI) percentile and percentage of body fat, maternal obesity was a stronger predictor (p < 0.01; p < 0.001)) than mothers' case-control status (p < 0.01; P = 0.09). Conclusions, GDM/GIGT pregnancies led to increased conversion to GI in mothers, minimal in daughters. Case daughters have increased risk of central adiposity and insulin resistance, whereas maternal obesity strongly predicted daughters' BMI percentile and per cent of body fat. Controlling hyperglycaemia in pregnancy and family weight management may provide the key to preventing offspring obesity and glucose intolerance post GDM/GIGT. [source] Urinary L-FABP and anaemia: distinct roles of urinary markers in type 2 diabetesEUROPEAN JOURNAL OF CLINICAL INVESTIGATION, Issue 2 2010M. Von Eynatten Eur J Clin Invest 2010; 40 (2): 95,102 Abstract Background, Urinary liver-type fatty acid binding protein (L-FABP) and kidney injury molecule (KIM)-1, novel urinary biomarkers of renal tubulointerstitial function, have previously been associated with acute ischaemic kidney injury. We studied the clinical significance of urinary L-FABP, KIM-1 and N -acetyl-,-glucosaminidase (NAG) as potential markers of renal function and chronic ischaemic injury in patients with diabetic nephropathy. Material and methods, A total of 130 type 2 diabetes patients with early diabetic nephropathy and 40 healthy controls were studied. Urinary L-FABP, KIM-1, NAG, albumin excretion rate (AER) and creatinine clearance were obtained from 24-h urine samples, and correlated with measures of red blood cell count, renal function and metabolic control. Results, Urinary L-FABP was significantly increased in diabetes patients compared with healthy controls [8·1 (interquartile 0·6,11·6) vs. 2·4 (0·5,3·6) ,g/g creatinine, P < 0·001] and correlated with AER (r = 0·276, P = 0·002), creatinine clearance (r = ,0·189, P = 0·033) and haemoglobin levels (r = ,0·190, P = 0·030). In multivariable linear regression analysis, haemoglobin (, = ,0·247, P = 0·015) and AER (, = 0·198, P = 0·046) were significant predictors of urinary L-FABP. Prevalent anaemia was independently associated with a 6-fold risk for increased tubulointerstitial kidney damage (upper vs. lower two L-FABP tertiles: OR, 6·06; 95% CI: 1·65,22·23; P = 0·007). Urinary KIM-1 was not significantly associated with kidney function, AER, or measures of red blood cell count while urinary NAG was associated with parameters of glucose control and renal function. Conclusions, Different urinary biomarkers may reflect distinct pathophysiological mechanisms of tubulointerstitial damage in early diabetic nephropathy: Urinary L-FABP could be a novel biomarker for chronic intrarenal ischaemia. [source] Farm work exposure of older male farmers in Saskatchewan,AMERICAN JOURNAL OF INDUSTRIAL MEDICINE, Issue 7 2010Donald C. Voaklander PhD Abstract Background The average age of farmers in North America is increasing each year. Research has determined that age and health status are both related to increased risk of injury. The purpose of this research was to determine the association of health and medication factors with exposure to farm work in older male farmers. Methods As part of a cohort study to study determinants of injury on Saskatchewan farms, 5,502 farm people associated with 2,386 Saskatchewan farms were surveyed by mail questionnaire during the winter of 2007. The primary dependent variable was average hours per week of farm work. Independent variables included illnesses, age, and medication use. Results The mean number of hours worked per week by farmers aged 55 years and older was 48. There was a significant relationship between age and hours worked with each year of age accounting for about 0.85,hr less work per week. Medication use was related to a reduction in weekly work hours during the busy fall season but was not related to work exposure averaged over the whole year. In multivariable linear regression analysis, the main contributing variables to farm work exposure were: retired status (,), working off farm (,), and age (,). Conclusion The amount of hours older farmers work on the farm is considerable compared to any other occupational category. While there is a declining trend in the amount of work, a 75-year-old farmer still works, on average, about 34,hr per week. Some farmers do appear to self-limit during busy times of the year if they are taking medication. Am. J. Ind. Med. 53:706,715, 2010. © 2010 Wiley-Liss, Inc. [source] | ||||||||||