Patients suffering from Parkinson's disease must periodically undergo a series of tests, usually performed at medical facilities, to diagnose the current state of the disease. Parkinson's disease progression assessment is an important set of procedures that supports the clinical diagnosis. A common part of the diagnostic train is analysis of speech signal to identify the disease-specific communication issues. This contribution describes two types of computational models that map speech signal measurements to clinical outputs. Speech signal samples were acquired through measurements from patients suffering from Parkinson's disease. In addition to direct mapping, the developed systems must be able of generalization so that correct clinical scale values can be predicted from future, previously unseen speech signals. Computational methods considered in this paper are artificial neural networks, particularly feedforward networks with several variants of backpropagation learning algorithm, and adaptive network-based fuzzy inference system (ANFIS). In order to speed up the learning process, some of the algorithms were parallelized. Resulting diagnostic system could be implemented in an embedded form to support individual assessment of Parkinson's disease progression from patients' homes.
Mitochondrial dysfunction is currently acknowledged as a central
pathomechanism of most common diseases of the 21st century.
Recently, the assessment of the bioenergetic profile of human
peripheral blood cells has emerged as a novel research field with
potential applications in the development of disease biomarkers.
In particular, platelets have been successfully used for
the ex vivo analysis of mitochondrial respiratory function in
several acute and chronic pathologies. An increasing number of
studies support the idea that evaluation of the bioenergetic
function in circulating platelets may represent the peripheral
signature of mitochondrial dysfunction in metabolically active
tissues (brain, heart, liver, skeletal muscle). Accordingly,
impairment of mitochondrial respiration in peripheral platelets
might have potential clinical applicability as a diagnostic and
prognostic tool as well as a biomarker in treatment monitoring.
The aim of this minireview is to summarize current information in
the field of platelet mitochondrial dysfunction in both acute and
chronic diseases.
The rockfall hazard in high hills of deccan pleatue has been one of the major disasters in western part of India. The present study aimed to assess the stability of hill cut highway slope near Khandala Tunnel along Mumbai-Pune expressway, Maharashtra, India. This study is significant as the Khandala tunnel is one of the five tunnels situated along the Mumbai-Pune expressway, which experiences frequent rockfall and slope instability, mostly in the rainy season. The assessment of slope failure in the present study performed by a combination of rockfall simulation and 2D slope stability analysis. The results of the slope analysis show that the slope is stable in dry condition having a factor of safety (FoS) 1.48. In contrast, it becomes very critical during the rainy season having FoS of 1.07. Rockfall analysis shows that the boulders came down on both carriageways with approximate maximum bounce height, total kinetic energy, and translational velocity of 9 m, 500 kJ, and 16 m/s, respectively. The preventive slope stabilisation measures suggested to minimise the failure problems and to capture the movement of falling blocks before reaching the road.
The increasing worldwide production of bisphenols has been associated to several human diseases, such as chronic respiratory and kidney diseases, diabetes, breast cancer, prostate cancer, behavioral troubles and reproductive disorders in both sexes. The aim of the present in vitro study was to evaluate the potential impact bisphenols A, B, S and F on the cell viability and testosterone release in TM3 Leydig cell line. Mice Leydig cells were cultured in the presence of different concentrations of bisphenols (0.04-50 µg.ml-1 ) during 24 h exposure. Quantification of the cell viability was assessed using the metabolic activity assay, while the level of testosterone in cell culture media was determined by enzyme-linked immunosorbent assay. Within the panel of substances under investigations, the higher experimental concentrations (10; 25 and 50 µg.ml-1 ) significantly (P<0.001) decreased Leydig cells viability, while the same doses of BPA and BPB also reduced testosterone production significantly (P<0.001). Taken together, the results of our study reported herein is a consistent whit the conclusion that higher experimental doses of bisphenols have a cytotoxic effect and could have a dose-dependent impact on testosterone production.
Dyslipidemia is the risk fact or of cardiovascular disease, but the relationship between the plasma triglyceride (TG) levels and total/cardiovascular mortality has not yet been analy zed in Slavs. The aim of our study was to analy ze the association between the fasting TG levels and all- cause/cardiovascular mortality. We have examined 3,143 males and 3,650 females, aged 58.3±7.1 years. 729 deaths (274 cardiovascular deaths) have been registered during up to 11.8 years of follow -up. Age -sex adjusted all -cause mortality was higher in individuals with TG values 3.01 -4.00 mmol /l (HR 1.37, 95 % CI 1.02- 1.83, P=0.035) and over 4.00 mmol /l (HR 1.66, 95 % CI 1.21 -2.27, P=0.002) when compared with a reference group (TG 1.41 -1.80 mmol /l). Elevated risk remains significant when adjusted for education, marital status and unemployment. When further adjusted for smoking, BMI and dyslipidemia interventions, HR for those in above 4.00 mmol/l group decreas ed (1.42, P=0.04). The results have been similar when cardiovascular mortality has been examined, however, results reached statistical significance only for the TG over 4.0 mmol /l (P=0.028). Our results confirmed that enhanced plasma levels of plasma triglycerides are dose dependently associated with increased risk of all- cause mortality, however, it s eems that individuals with TG values 1.8 -3.0 mmol /l are not in higher risk of death., H. Pikhart, J. A. Hubáček, A. Peasey, R. Kubínová, M. Bobák., and Obsahuje bibliografii
Both, common gene variants and human adenovirus 36 (Adv36) are involved in the pathogenesis of obesity. The potential relationship between these two pathogenic factors has not yet been investigated. The aim of our study was to examine the association of obesity susceptibility loci with Adv36 status. Genotyping of ten gene variants (in/near TMEM18, SH2B1, KCTD15, PCSK1, BDNF, SEC16B, MC4R, FTO) and analysis of Adv36 antibodies was performed in 1,027 Czech adolescents aged 13.0-17.9 years. Variants of two genes (PCSK1 and BDNF) were associated with Adv36 seropositivity. A higher prevalence of Adv36 antibody positivity was observed in obesity risk allele carriers of PCSK1 rs6232, rs6235 and BDNF rs4923461 vs. noncarriers (χ2=6.59, p=0.010; χ2=7.56, p=0.023 and χ2=6.84, p=0.033, respectively). The increased risk of Adv36 positivity was also found in PCSK1 variants: rs6232 (OR=1.67, 95 % CI 1.11-2.49, p=0.016) and rs6235 (OR=1.34, 95 % CI 1.08-1.67, p=0.010). PCSK1 rs6232 and BDNF rs925946 variants were closely associated with Adv36 status in boys and girls, respectively (χ2=5.09, p=0.024; χ2=7.29, p=0.026). Furthermore, PCSK1 rs6235 risk allele was related to Adv36 seropositivity (χ2=6.85, p=0.033) in overweight/obese subgroup. In conclusion, our results suggest that obesity risk variants of PCSK1 and BDNF genes may be related to Adv36 infection., L. Dušátková, H. Zamrazilová, I. Aldhoon Hainerová, R. L. Atkinson, B. Sedláčková, Z. P. Lee, J. Včelák, B. Bendlová, M. Kunešová, V. Hainer., and Obsahuje bibliografii
Present study aimed to explore the levels and correlation of oxidative stress biomarkers with anthropometry in a population of young Saudi females. One hundred six normotensives, non-diabetic Saudi females, with minimally active lifestyle, based on their body mass index (BMI) were divided as; normal-weight (NW; n=52), overweight (OW; n=24) and obese (OB; n=30). Anthropometric measurements [BMI, Waist Circumference (WC), Waist-Hip Ratio (WHR), Body Density (BD), Body Adiposity Index (BAI), % Body fat] and oxidative stress biomarkers; Thiobarbituric acid reactive substances (TBARS), 8-hydroxy-2- deoxyguanosine (8-OH-2dG: indicative of DNA/RNA damage), Superoxide dismutase, Serum total antioxidant capacity) were recorded. There was statistically significant higher 8-OH-2dG (pg/ml) in OB compared to NW (800.63±6.19 vs. 780.22±3.34; p=0.007), as determined by one-way ANOVA and Tukey post hoc test. 8-OH-2dG was significantly and positively associated with BMI (r=0.286, p=0.004), WC (r=0.280, p=0.005), BAI (r=0.26, p=0.008), and % body fat (r=0.27, p=0.006). There may be significantly increased DNA damage in normoglycemic, normotensive obese adolescent females. This can be linked to the amount of adipose tissue in the body as depicted by strong positive association between DNA damage and BMI, WC, BAI, and % body fat., R. Latif, N. Rafique., and Obsahuje bibliografii
The subclass of triglyceride -rich lipoproteins - remnant -like particles (RLP) seems to be strong and independent risk factor for cardiovascular disease. We eva luated the role of RLP and other risk factors (RF) with sonographically measured intima - media thickness of carotid arteries (IMT CCA) in a cohort of Czech population including women defined according to the time after menopause. We investigated relation of IMT CCA to age, weight, central obesity, plasma lipids including remnant -like particles cholesterol (RLP -C) and triglycerides (RLP -TG) in 136 men and 160 women. Using multiple linear regression analysis, significant association between IMT CCA and RLP -C was found in women 1 -7 years after menopause. In the whole group of women, only age and fasting blood glucose were independently associated with IMT CCA. In men only age significantly correlated wit h IMT CCA. Significant decrease of all plasma lipids betwe en 1988 and 1996 in men was detected, while in women significant increase in triglycerides and no change in non -HDL cholesterol was observed. RLP -C was the strongest independent RF for atherosclerosis in postmenopausal women but its as sociation with IMT CC A was limited to several years after menopause. In conclusion, women changing reproductive status could be more sensitive to atherogenic impact of remnant lipoproteins., J. Piťha, J. Kovář, Z. Škodová, R. Cífková, P. Stávek, L. Červenka, T. Šejda, V. Lánská, R. Poledne., and Obsahuje bibliografii
To compare circulating pigment epithelium derived factor (PEDF)
levels in type 2 diabetes patients (T2D) with and without
metabolic syndrome (MetS+/-) to healthy controls and assess
PEDF association with plasminogen activator inhibitor-1 (PAI-1)
and von Willebrand factor (vWF) as markers of endothelial
dysfunction. Fifty T2D individuals and forty healthy controls were
included. PEDF, PAI-1, vWF, anthropological parameters, lipids,
and markers of insulin resistance were investigated in all
subjects. Compared to controls only MetS+ diabetics had higher
PEDF levels [14.2 (10.2-16.0) mg/l vs. 11.1 (8.6-14.4) mg/l;
p<0.05]. PEDF significantly correlated: positively with body mass
index (ρ=0.25), smoking (ρ=0.21), C-reactive protein (ρ=0.22),
triglycerides (ρ=0.38), non-HDL-cholesterol (ρ=0.39),
apolipoprotein B (ρ=0.38), fasting glucose (ρ=0.22), glycated
hemoglobin (ρ=0.24), C-peptide (ρ=0.28), insulin (ρ=0.26); and
negatively with HDL-cholesterol (ρ=-0.42) and apolipoprotein A1
(ρ=-0.27). Independent association of PEDF with vWF in
T2DMetS- subjects was found. Significantly elevated PEDF in
T2DMet+ patients and its association with adverse metabolic
profile confirmed PEDF as a marker of insulin resistance.
Negative independent association of PEDF with vWF in T2DMetSpatients may reveal its angio-protective role.
Obesity in childhood increases the risk of obesity in adulthood and is predictive for the development of metabolic disorders. The fatty acid composition is associated with obesity and obesityassociated disorders. We investigated the relationship between serum fatty acids composition, adiposity, lipids profile, parameters of glucose metabolism and leptin. The study subjects were 380 adolescents aged 15.0-17.9 years. The study's variables included anthropometric measurements, levels of serum lipids and hormonal parameters. Individual fatty acids were determined in plasma by gas-liquid chromatography. Palmitoleic acid (16:1n-7, PA) significantly positively correlated with percentage of body fat. Saturated fatty acids in phospholipids (PL) positively correlated with BMI and percentage of body fat. PA content in all lipids classes positively correlated with total cholesterol (TC), HDL cholesterol, triglycerides (TG) levels. Stearoyl-CoA desaturase (SCD) activity positively correlated with percentage of body fat and positive correlations of SCD and PA level with leptin were found. Plasma PA content and SCD are associated with adiposity and leptin in obese adolescents. No significant correlation between PA level and insulin resistance was found. Palmitoleate positively correlated with TC, HDL cholesterol, TG and LDL cholesterol levels., P. Hlavaty, E. Tvrzicka, B. Stankova, H. Zamrazilova, B. Sedlackova, L. Dusatkova, V. Hainer, M. Kunesova., and Obsahuje bibliografii