Social networks have greatly expanded in the last ten years the need for sharing multimedia data. However, on open networks such as the Internet, where security is frequently compromised, it is simple for eavesdroppers to approach the actual contents without much difficulty. Researchers have created a variety of encryption methods to strengthen the security of this transmission and make it difficult for eavesdroppers to get genuine data. However, these conventional approaches increase computing costs and communication overhead and do not offer protection against fresh threats. The problems with current algorithms encourage academics to further investigate the subject and suggest new algorithms that are more effective than current methods, that reduce overhead, and which are equipped with features needed by next-generation multimedia networks. In this paper, a genetic operator-based encryption method for multimedia security is proposed. It has been noted that the proposed algorithm produces improved key strength results. The investigations using attacks on data loss, differential assaults, statistical attacks, and brute force attacks show that the encryption technique suggested has improved security performance. It focuses on two techniques, bitplane slicing and followed by block segmentation and scrambling. The suggested method first divides the plaintext picture into several blocks, which is then followed by block swapping done by the genetic operator used to combine the genetic information of two different images to generate new offspring. The key stream is produced from an iterative chaotic map with infinite collapse (ICMIC). Based on a close-loop modulation coupling (CMC) approach, a three-dimensional hyperchaotic ICMIC modulation map is proposed. By using a hybrid model of multidirectional circular permutation with this map, a brand-new colour image encryption algorithm is created. In this approach, a multidirectional circular permutation is used to disrupt the image's pixel placements, and genetic operations are used to replace the pixel values. According to simulation findings and security research, the technique can fend off brute-force, statistical, differential, known-plaintext, and chosen-plaintext assaults, and has a strong key sensitivity.

• Klíčová slova
• CCI map, bitplane slicing, block swapping, logistic map, mutation, scrambling,
• MeSH
• algoritmy MeSH
• operátorové oblasti (genetika) MeSH
• počítačová simulace MeSH
• počítačové zpracování obrazu * metody   MeSH
• zabezpečení počítačových systémů * MeSH
• Publikační typ
• časopisecké články MeSH

This study focused on the development of a reliable and cost-efficient DNA isolation procedure for the detection of Mycobacterium avium subsp. paratuberculosis (MAP) in faeces by previously developed IS900 and F57 quantitative real time PCR (qPCR) and their comparison with culture. The recovery of MAP DNA from the spiking experiments ranged from 29.1 to 102.4% of the input amount of MAP with median 37.9%. The limit of detection was determined to be 1.03 × 10(4) for F57 qPCR and 6.87 × 10(2)MAP cells per gram of faeces for IS900 qPCR, respectively. The developed technique for DNA isolation was coupled with IS900 qPCR and compared to traditional MAP culture using a cohort of 1906 faecal samples examined from 12 dairy cattle farms in our laboratory. From those 1906 original faecal samples, 875 were positive by IS900 qPCR and 169 by culture. None of the culture positive samples was negative by IS900 qPCR. This data facilitated development of a predictive model capable of estimating the probability of being culture positive by estimating the absolute number of MAP per gram of faeces as determined IS900 qPCR without performing the culture.

• MeSH
• DNA bakterií analýza   izolace a purifikace   MeSH
• feces mikrobiologie   MeSH
• limita detekce MeSH
• logistické modely * MeSH
• Mycobacterium avium subsp. paratuberculosis genetika   izolace a purifikace   MeSH
• nemoci skotu diagnóza   mikrobiologie   MeSH
• paratuberkulóza diagnóza   mikrobiologie   MeSH
• polymerázová řetězová reakce metody   veterinární   MeSH
• senzitivita a specificita MeSH
• skot MeSH
• zvířata MeSH
• Check Tag
• skot MeSH
• zvířata MeSH
• Publikační typ
• časopisecké články MeSH
• práce podpořená grantem MeSH
• srovnávací studie MeSH
• Názvy látek
• DNA bakterií MeSH

OBJECTIVE: Rapid eye movement sleep behavior disorder (RBD) is a prodromal synucleinopathy, as >80% will eventually convert to overt synucleinopathy. We performed an in-depth analysis of the SNCA locus to identify RBD-specific risk variants. METHODS: Full sequencing and genotyping of SNCA was performed in isolated/idiopathic RBD (iRBD, n = 1,076), Parkinson disease (PD, n = 1,013), dementia with Lewy bodies (DLB, n = 415), and control subjects (n = 6,155). The iRBD cases were diagnosed with RBD prior to neurodegeneration, although some have since converted. A replication cohort from 23andMe of PD patients with probable RBD (pRBD) was also analyzed (n = 1,782 cases; n = 131,250 controls). Adjusted logistic regression models and meta-analyses were performed. Effects on conversion rate were analyzed in 432 RBD patients with available data using Kaplan-Meier survival analysis. RESULTS: A 5'-region SNCA variant (rs10005233) was associated with iRBD (odds ratio [OR] = 1.43, p = 1.1E-08), which was replicated in pRBD. This variant is in linkage disequilibrium (LD) with other 5' risk variants across the different synucleinopathies. An independent iRBD-specific suggestive association (rs11732740) was detected at the 3' of SNCA (OR = 1.32, p = 4.7E-04, not statistically significant after Bonferroni correction). Homozygous carriers of both iRBD-specific SNPs were at highly increased risk for iRBD (OR = 5.74, p = 2E-06). The known top PD-associated variant (3' variant rs356182) had an opposite direction of effect in iRBD compared to PD. INTERPRETATION: There is a distinct pattern of association at the SNCA locus in RBD as compared to PD, with an opposite direction of effect at the 3' of SNCA. Several 5' SNCA variants are associated with iRBD and with pRBD in overt synucleinopathies. ANN NEUROL 2020;87:584-598.

• MeSH
• alfa-synuklein genetika   MeSH
• demence s Lewyho tělísky genetika   MeSH
• dospělí MeSH
• genetická predispozice k nemoci MeSH
• jednonukleotidový polymorfismus MeSH
• lidé středního věku MeSH
• lidé MeSH
• logistické modely MeSH
• odds ratio MeSH
• Parkinsonova nemoc genetika   MeSH
• porucha chování v REM spánku genetika   MeSH
• prodromální symptomy * MeSH
• senioři MeSH
• studie případů a kontrol MeSH
• synukleinopatie genetika   MeSH
• Check Tag
• dospělí MeSH
• lidé středního věku MeSH
• lidé MeSH
• mužské pohlaví MeSH
• senioři MeSH
• ženské pohlaví MeSH
• Publikační typ
• časopisecké články MeSH
• práce podpořená grantem MeSH
• Názvy látek
• alfa-synuklein MeSH
• SNCA protein, human MeSH Prohlížeč

The paper presents results of a research on liver cancer morbidity in Opole province, Poland, in relation to magnesium exposure in drinking water. Based on the extensive empirical materials of cancer registry information and water quality, the well known statistical approach using BUGS software was applied in the study. The results support a hypothesis of a possible association between the deficiency of magnesium in drinking water and the increase of liver cancer morbidity in the population exposed. The outcomes were presented in a table and graphically in histograms, scatterplots and maps.

• MeSH
• hořčík analýza   MeSH
• lidé MeSH
• logistické modely MeSH
• nádory jater epidemiologie   MeSH
• pravděpodobnost MeSH
• prevalence MeSH
• registrace MeSH
• software MeSH
• zásobování vodou * MeSH
• Check Tag
• lidé MeSH
• mužské pohlaví MeSH
• ženské pohlaví MeSH
• Publikační typ
• časopisecké články MeSH
• Geografické názvy
• Polsko epidemiologie   MeSH
• Názvy látek
• hořčík MeSH

BACKGROUND: This paper aims to investigate the correlations between the concentrations of nine heavy metals in moss and atmospheric deposition within ecological land classes covering Europe. Additionally, it is examined to what extent the statistical relations are affected by the land use around the moss sampling sites. Based on moss data collected in 2010/2011 throughout Europe and data on total atmospheric deposition modelled by two chemical transport models (EMEP MSC-E, LOTOS-EUROS), correlation coefficients between concentrations of heavy metals in moss and in modelled atmospheric deposition were specified for spatial subsamples defined by ecological land classes of Europe (ELCE) as a spatial reference system. Linear discriminant analysis (LDA) and logistic regression (LR) were then used to separate moss sampling sites regarding their contribution to the strength of correlation considering the areal percentage of urban, agricultural and forestry land use around the sampling location. After verification LDA models by LR, LDA models were used to transform spatial information on the land use to maps of potential correlation levels, applicable for future network planning in the European Moss Survey. RESULTS: Correlations between concentrations of heavy metals in moss and in modelled atmospheric deposition were found to be specific for elements and ELCE units. Land use around the sampling sites mainly influences the correlation level. Small radiuses around the sampling sites examined (5 km) are more relevant for Cd, Cu, Ni, and Zn, while the areal percentage of urban and agricultural land use within large radiuses (75-100 km) is more relevant for As, Cr, Hg, Pb, and V. Most valid LDA models pattern with error rates of < 40% were found for As, Cr, Cu, Hg, Pb, and V. Land use-dependent predictions of spatial patterns split up Europe into investigation areas revealing potentially high (= above-average) or low (= below-average) correlation coefficients. CONCLUSIONS: LDA is an eligible method identifying and ranking boundary conditions of correlations between atmospheric deposition and respective concentrations of heavy metals in moss and related mapping considering the influence of the land use around moss sampling sites.

• Klíčová slova
• Biomonitoring, Chemical transport models, Correlation analysis, Ecological classification, Linear discriminant analysis, Logistic regression,
• Publikační typ
• časopisecké články MeSH

AIM: We mapped the situation within a group of diseases of the circulatory system (I00-I99) in the Slovak Republic during 1996-2014. We focused mainly on spatiotemporal differences in mortality while controlling for age and sex. METHODS: We performed binary logistic regression aiming to reveal socio-demographic factors that influence the odds of dying due to diseases of the circulatory system (I00-I99). In our analysis, the dependent variable was death diagnosis and the independent variables were age, region, gender, and marital status. RESULTS: Our findings suggest that odds of dying due to diseases of the circulatory system (I00-I99) increased for every year of age by 5.4%. Within the period from 1996 to 2014, the risk of dying from diseases of the circulatory system decreased by 2% every year. We also documented the fact that being female raised the odds of dying due to diseases of the circulatory system (I00-I99) by 12.9% compared to males. Furthermore, it could be argued that serious differences in terms of regional distribution of deaths caused by diseases of the circulatory system (I00-I99) exist in the Slovak Republic. CONCLUSIONS: We present the development of diseases of the circulatory system (I00-I99) in the Slovak Republic. Differences in spatial distribution of deaths are documented as well as related gender differences. Our study can serve as a tool for policy makers and benchmark for professionals.

• Klíčová slova
• Slovak Republic, binary logistic regression, diseases of the circulatory system,
• MeSH
• demografie MeSH
• dítě MeSH
• dospělí MeSH
• kardiovaskulární nemoci mortalita   MeSH
• kojenec MeSH
• lidé středního věku MeSH
• lidé MeSH
• mladiství MeSH
• novorozenec MeSH
• předškolní dítě MeSH
• senioři nad 80 let MeSH
• senioři MeSH
• Check Tag
• dítě MeSH
• dospělí MeSH
• kojenec MeSH
• lidé středního věku MeSH
• lidé MeSH
• mladiství MeSH
• mužské pohlaví MeSH
• novorozenec MeSH
• předškolní dítě MeSH
• senioři nad 80 let MeSH
• senioři MeSH
• ženské pohlaví MeSH
• Publikační typ
• časopisecké články MeSH
• Geografické názvy
• Slovenská republika epidemiologie   MeSH

OBJECTIVE: The current study aimed to analyze predictive factors of sentinel lymph node mapping failure in apparently early stages of endometrial cancer using intracervical indocyanine green injection. METHODS: A single-center prospective study was conducted between June 2019 and August 2023 at the Department of Gynecology and Obstetrics, University Hospital Brno, Czech Republic. All patients with apparently early stage (I or II according to FIGO [International Federation of Gynecology & Obstetrics] 2009) endometrial cancer, who were indicated for sentinel node biopsy were consecutively included. The injection of 4-6 mL of indocyanine green was applied superficially and deeply into cervical tissue at the 3- and 9-o'clock positions. Patients' clinical data, surgical characteristics, and histopathological information were recorded. Univariable and multivariable regression analyses were applied. RESULTS: A total of 225 patients were eligible during the study period. Considering bilateral and unilateral failed mapping together, the only statistically significant factors for risk of failure in univariable analysis were body mass index (BMI; P = 0.036), FIGO 2009 stage (P = 0.019), and the presence of a myoma (P = 0.017). Nevertheless, when the multivariable logistic regression analysis was applied, all factors became statistically insignificant except for myoma (P = 0.031). Regarding only bilateral mapping failure, in univariable analysis, BMI (P = 0.021) and FIGO 2009 stage (P = 0.046) were significant predictors of failure. Interestingly, multivariable logistic regression analysis revealed that in addition to BMI (P = 0.007), age (P = 0.004) was also an independent predictor of bilateral failure. CONCLUSIONS: Higher BMI and age were statistically significant independent factors for bilateral sentinel node mapping failure in early-stage endometrial cancer.

• Klíčová slova
• biopsy, endometrial cancer, myomas, obesity, sentinel lymph node,
• Publikační typ
• časopisecké články MeSH

BACKGROUND: Duchenne muscular dystrophy (DMD) patients are monitored periodically for cardiac involvement, including cardiac MRI with gadolinium-based contrast agents (GBCA). Texture analysis (TA) offers an alternative approach to assess late gadolinium enhancement (LGE) without relying on GBCA administration, impacting DMD patients' care. The study aimed to evaluate the prognostic value of selected TA features in the LGE assessment of DMD patients. RESULTS: We developed a pipeline to extract TA features of native T1 parametric mapping and evaluated their prognostic value in assessing LGE in DMD patients. For this evaluation, five independent TA features were selected using Boruta to identify relevant features based on their importance, least absolute shrinkage and selection operator (LASSO) to reduce the number of features, and hierarchical clustering to target multicollinearity and identify independent features. Afterward, logistic regression was used to determine the features with better discrimination ability. The independent feature inverse difference moment normalized (IDMN), which measures the pixel values homogeneity in the myocardium, achieved the highest accuracy in classifying LGE (0.857 (0.572-0.982)) and also was significantly associated with changes in the likelihood of LGE in a subgroup of patients with three yearly examinations (estimate: 23.35 (8.7), p-value = 0.008). Data are presented as mean (SD) or median (IQR) for normally and non-normally distributed continuous variables and numbers (percentages) for categorical ones. Variables were compared with the Welch t-test, Wilcoxon rank-sum, and Chi-square tests. A P-value < 0.05 was considered statistically significant. CONCLUSION: IDMN leverages the information native T1 parametric mapping provides, as it can detect changes in the pixel values of LGE images of DMD patients that may reflect myocardial alterations, serving as a supporting tool to reduce GBCA use in their cardiac MRI examinations.

• Klíčová slova
• Cardiac MRI, Duchenne muscular dystrophy, Radiomics, Texture analysis,
• MeSH
• dítě MeSH
• Duchennova muskulární dystrofie * diagnostické zobrazování   patologie   MeSH
• gadolinium MeSH
• kontrastní látky MeSH
• lidé MeSH
• magnetická rezonanční tomografie * metody   MeSH
• mladiství MeSH
• Check Tag
• dítě MeSH
• lidé MeSH
• mladiství MeSH
• mužské pohlaví MeSH
• ženské pohlaví MeSH
• Publikační typ
• časopisecké články MeSH
• Názvy látek
• gadolinium MeSH
• kontrastní látky MeSH

AIMS/HYPOTHESIS: In the present study we investigated potential associations of a set of 45 single nucleotide polymorphisms (SNP) in 20 candidate genes on eight chromosomes with diabetic nephropathy (DN) in type 2 diabetes mellitus. We aimed to compare two methodological approaches suitable for analysing susceptibility to complex traits: single- and multi-locus analyses. MATERIALS AND METHODS: The study comprised a total of 647 subjects in one of three groups: diabetes with or without DN, or no diabetes. Genotypes were detected by PCR-based methodology (PCR only, PCR plus RFLP, or allele-specific PCR). Haplotypes were inferred in silico. Set association (tested using SUMSTAT software) was used for multilocus analysis. RESULTS: After correction for multiple comparisons, only one SNP, in the gene encoding the receptor of advanced glycation end products, AGER 2184A/G (gene symbol formerly known as RAGE) showed a significant association with DN (p = 0.0006) in single-locus analysis. In multi-locus analysis, six SNPs exhibited a significant association with DN: four SNPs on chromosome 6p (AGER 2184A/G, LTA 252A/G, EDN1 8002G/A and AGER -429T/C) and two SNPs on chromosome 7q (NOS3 774C/T and NOS3 E298D), omnibus p = 0.033. Haplotype analysis revealed significant differences between DN and control groups in haplotype frequencies on chromosome 6 (p = 0.0002); however, there were no significant difference in the frequencies of the NOS3 haplotypes on chromosome 7. Logistic regression analysis identified SNPs AGER 2184A/G and NOS3 774C/T, together with diabetes duration and HbA1c, as significant predictors of DN. Testing for interactions between SNPs on chromosomes 6 and 7 did not provide significant evidence for epistatic interaction. CONCLUSIONS/INTERPRETATION: Using the set-association approach we identified significant associations of several SNPs on chromosomes 6 and 7 with DN. The single- and multi-locus analyses represent complementary methods.

• MeSH
• Bayesova věta MeSH
• diabetické nefropatie epidemiologie   genetika   MeSH
• genotyp MeSH
• lidé středního věku MeSH
• lidé MeSH
• lidské chromozomy, pár 6 * MeSH
• lidské chromozomy, pár 7 * MeSH
• mapování chromozomů MeSH
• polymerázová řetězová reakce MeSH
• polymorfismus genetický MeSH
• referenční hodnoty MeSH
• rizikové faktory MeSH
• senioři MeSH
• Check Tag
• lidé středního věku MeSH
• lidé MeSH
• mužské pohlaví MeSH
• senioři MeSH
• ženské pohlaví MeSH
• Publikační typ
• časopisecké články MeSH
• práce podpořená grantem MeSH
• Research Support, N.I.H., Extramural MeSH
• Geografické názvy
• Česká republika epidemiologie   MeSH

OBJECTIVE: We hypothesized that spatio-temporal dynamics of interictal spikes reflect the extent and stability of epileptic sources and determine surgical outcome. METHODS: We studied 30 consecutive patients (14 good outcome). Spikes were detected in prolonged stereo-electroencephalography recordings. We quantified the spatio-temporal dynamics of spikes using the variance of the spike rate, line length and skewness of the spike distribution, and related these features to outcome. We built a logistic regression model, and compared its performance to traditional markers. RESULTS: Good outcome patients had more dominant and stable sources than poor outcome patients as expressed by a higher variance of spike rates, a lower variance of line length, and a lower variance of positive skewness (ps < 0.05). The outcome was correctly predicted in 80% of patients. This was better or non-inferior to predictions based on a focal lesion (p = 0.016), focal seizure-onset zone, or complete resection (ps > 0.05). In the five patients where traditional markers failed, spike distribution predicted the outcome correctly. The best results were achieved by 18-h periods or longer. CONCLUSIONS: Analysis of spike dynamics shows that surgery outcome depends on strong, single and stable sources. SIGNIFICANCE: Our quantitative method has the potential to be a reliable predictor of surgical outcome.

• Klíčová slova
• Intracranial EEG, Spike dynamics, Surgical outcomes,
• MeSH
• dospělí MeSH
• elektroencefalografie MeSH
• epilepsie parciální patofyziologie   chirurgie   MeSH
• lidé středního věku MeSH
• lidé MeSH
• mapování mozku MeSH
• mladý dospělý MeSH
• modely neurologické MeSH
• mozek patofyziologie   chirurgie   MeSH
• mozkové vlny fyziologie   MeSH
• neurochirurgické výkony MeSH
• prognóza MeSH
• refrakterní epilepsie patofyziologie   chirurgie   MeSH
• výsledek terapie MeSH
• Check Tag
• dospělí MeSH
• lidé středního věku MeSH
• lidé MeSH
• mladý dospělý MeSH
• mužské pohlaví MeSH
• ženské pohlaví MeSH
• Publikační typ
• časopisecké články MeSH
• práce podpořená grantem MeSH