Identification and classification of arrhythmic heartbeats from electrocardiogram signals using feature induced optimal extreme gradient boosting algorithm.

Arrhythmic heartbeat classification has gained a lot of attention to accelerate the detection of cardiovascular diseases and mitigating the potential cause of one-third of deaths worldwide. In this article, a computer-aided diagnostic (CAD) approach has been proposed for the automated identification and classification of arrhythmic heartbeats from electrocardiogram (ECG) signals using multiple features aided supervised learning model. For proper diagnosis of arrhythmic heartbeats, MIT-BIH Arrhythmia database has been used to train and test the proposed approach. The ECG signals, extracted from sensor leads, have undergone pre-processing via discrete wavelet transform. Three sets of features, i.e. statistical, temporal, and spectral, are extracted from the processed ECG signals followed by random forest aided recursive feature elimination strategy to select the prominent features for proper classification of arrhythmic heartbeats by the proposed optimal extreme gradient boosting (O-XGBoost) classifier. Hyperparameters such as learning rate, tree-specific parameters, and regularization parameters have been optimized to improve the performance of the XGBoost classifier. Moreover, the synthetic minority over-sampling technique has been employed for balancing the dataset in order to improve the classification performance. Quantitative results reveal the remarkable performance over state-of-the-art methods. The proposed model can be implemented in any computer-aided diagnostic system with similar topological structures.

Canine transmissible venereal tumour: a review.

Canine transmissible venereal tumour (CTVT) is a contagious venereal tumour of dogs, commonly observed in dogs that are in close contact with one another, or in stray and wild dogs that exhibit unrestrained sexual activity. CTVT represents a unique, naturally transmissible, contagious tumour, where the mutated tumour cell itself is the causative agent and perpetuates as a parasitic allograft in the host. Clinical history, signalment and cytological features are often obvious for establishing a diagnosis though biopsy and histological examination may be needed in atypical cases. Most cases are curable with three intravenous injections of vincristine sulphate at weekly intervals. The role of stray and wild dogs makes the disease difficult to control and necessitates sustained animal birth control in stray dogs along with prompt therapy of the affected dogs. This review captures the manifold developments in different areas embracing this fascinating tumour, including its biology, diagnosis and therapeutic alternatives.

Transcriptional profiling of belatacept and calcineurin inhibitor therapy in renal allograft recipients.

Calcineurin inhibitor (CNI) use may lead to allograft injury and compromised renal function. Gene expression profiles of 12-month kidney biopsies from a Phase 3 study of belatacept and a CNI comparator, cyclosporine (CsA), were compared with expression profiles of a set of historical, demographically matched, preimplantation control biopsies. Gene set enrichment analysis was used to test each set of differentially expressed genes (DEGs) for the enrichment of an in vitro-derived CNI toxicity (CNIT) gene set and published gene sets associated with chronic allograft injury (CAI), immune modulation and tissue remodeling. The unique set of genes differentially expressed in CNI biopsies compared with preimplantation controls was enriched for genes associated with fibrosis, early tubulointerstitial damage and in vitro CNIT. The DEGs from belatacept biopsies were not enriched for the CNIT genes but, instead, exhibited enrichment for gene sets associated with immune response and tissue remodeling. A combined analysis of DEGs across both treatment groups identified select solute transporter and cellular differentiation genes whose expression at 12 months correlated with renal function at 36 months. These results provide mechanistic insights into the reduced CAI and higher renal function observed in belatacept- versus CsA-treated patients.

Bis(2,S-dimethyl-dithio-carbazate-κ(2)N(3),S)(nitrato-κO)copper(II) nitrate.

The title complex, [Cu(NO(3))(C(3)H(8)N(2)S(2))(2)]NO(3), represents a low-symmetry polymorph (P-1, Z = 4) of a previously reported form [P-1, Z = 2; Ali et al. (2011 ▶). Polyhedron, 30, 542-548]. The Cu(II) atom in each independent cation is found within a distorted square-pyramidal N(2)S(2)O coordination geometry defined by two N,S-bidentate ligands and an O atom derived from a monodentate nitrate. The primary difference between the cations is found in the relative orientations of the coordinated nitrate groups, which are directed to opposite sides of the mol-ecule. Supra-molecular layers along [110] and sustained by N-H⋯O inter-actions feature in the crystal packing. These are connected along the c axis by C-H⋯O inter-actions.

Benzyl 2-methyl-3-[(E)-(thio-phen-2-yl)methyl-idene]dithio-carbazate.

In the title compound, C(14)H(14)N(2)S(3), the thione S atom and methyl group are syn, as are the two thio-ether S atoms. The mol-ecule is twisted, the dihedral angles between the central (C(2)N(2)S(2)) residue and the pendent 2-thienyl and phenyl rings being 21.57 (6) and 77.54 (3)°, respectively. In the crystal, mol-ecules assemble into a three-dimensional architecture via C-H⋯π inter-actions, involving both the five- and six-membered rings as acceptors, as well as S⋯S inter-actions [3.3406 (5) Å] between centrosymmetrically related 2-thienyl rings.

Comparison of efficacy and safety of two parenteral iron preparations in pregnant women.

OBJECTIVE: To compare the efficacy and safety with a fixed dose of two parenteral iron preparations, iron sucrose complex and iron sorbitol citric acid as per the current practice. MATERIALS AND METHODS: A prospective randomized open label study was conducted. In this study, 60 pregnant women with hemoglobin less than 8.5 g/dl received a fixed dose of either IV iron sucrose or IM iron sorbitol citric acid therapy. The efficacy of the therapy was assessed by laboratory parameters such as hemoglobin, hematocrit, MCV, MCH, and serum ferritin level after 14 and 28 days. To assess the safety, adverse drug reactions with both the therapies were recorded. RESULTS: Hemoglobin concentration increased significantly (P < 0.001) with respect to time in both the groups. The rise in the hemoglobin level in third and fourth weeks was significantly higher in iron sucrose (0.92 g/dl) than iron sorbitol citric acid therapy (0.56 g/dl). There was no significant change in the rise of the serum ferritin level after both the therapies. Adverse events were common with iron sorbitol citric acid therapy. However, no serious adverse drug reactions were observed. CONCLUSIONS: No significant difference in the efficacy of both of the therapy. However, adverse events and dropout rates were much more common in the group of pregnant women who received iron sorbitol citric acid.

Pentachlorophenol removal from water using surfactant-enhanced filtration through low-pressure thin film composite membranes.

Removal of pentachlorophenol from water is investigated using the surfactant-enhanced cross-flow membrane filtration technique in which anionic surfactant; sodium dodecyl sulfate (SDS) is the carrier of pentachlorophenol. The separation performances are studied by varying SDS concentrations (<

Shock-wave-induced enhancement of optical emission in nitrogen afterglow plasma.

This paper reports measurements of optical emission enhancement at the shock front of Mach 1.5 to Mach 3.5 shockwaves propagating in the afterglow of a 0.75 Torr nitrogen glow discharge. Electrically-generated shocks pass through the afterglow and create noticeable enhancements of the B 3Pig-A 3Sigma+u and C 3Piu-B 3Pig transitions of nitrogen. Under our discharge conditions, the electron Debye length was approximately the same magnitude as the shock thickness; this allows the possibility of a space-charge region extending beyond the neutral shockwave discontinuity. Previous researchers have measured enhancement in the B 3Pig-A 3Sigma+u optical emission at the shock front, but only in the active discharge. Fibers connected to photomultipler tubes measure the optical emission from the discharge. Laser deflection measures the shock velocity. The data reveals that the emission enhancement increases with Mach number, and also indicates that the emission enhancement decreases exponentially with time in the afterglow. Since the discharge voltage has already been shut off, the energy needed to create the emission enhancement cannot come from the power supply. We conclude that under our discharge conditions there is an increase in the already non-equilibrium energy of the electrons at the shock front via a shockwave-induced strong double layer.

Strong double-layer formation by shock waves in nonequilibrium plasmas.

Strong double-layer formation by acoustic shock wave (

Hyperbaric oxygen enhances apoptosis in hematopoietic cells.

Hyperbaric oxygen (HBO) is 100% oxygen administered at elevated atmospheric pressure. In this study, we examined the effect of HBO on hematopoietic cell apoptosis. Cells exposed to HBO were incubated in a chamber containing 97.9% O(2) and 2.1% CO(2) at 2.4 atmospheres absolute (ATA). HBO enhanced spontaneous HL-60 cell apoptosis in a time-dependent manner; a 12 h exposure increased apoptosis by 42%. Exposing these cells to hyperoxia at standard atmospheric pressure (95% O(2), 5% CO(2) at 1 ATA) or increased pressure alone (8.75% O(2), 2.1% CO(2) at 2.4 ATA) had minimal effect on apoptosis. HBO also enhanced stimulus-induced apoptosis. HL-60 cells stimulated to die using gamma radiation underwent 33% more apoptosis than cells exposed to radiation alone. HBO enhanced melphalan, camptothecin, and chlorambucil-induced apoptosis by 22%, 13%, and 8%, respectively. Jurkat cells stimulated to die with anti-Fas antibody underwent 44% more apoptosis when exposed to HBO. Spontaneous apoptosis was increased by 15% in HBO-exposed murine thymocytes. HBO's effect on apoptosis did not require new protein synthesis. As expected, HBO exposure increased the intracellular concentration of H(2)O(2). Incubating HL-60 cells in the presence of dehydroascorbic acid partially abrogated HBO-induced increases in intracellular H(2)O(2) and apoptosis. In summary, HBO enhances spontaneous and stimulus-induced apoptosis in hematopoietic cells, at least in part, by enhancing the intracellular accumulation of H(2)O(2).

He metastable density in a double layer formed by a diameter discontinuity in a positive column.

The population density profile of triplet metastable He (2 3S1) is measured in the multiple space-charge (double) layer formed at an abrupt transition of the tube diameter in a positive column discharge. The double layer is formed at the transition from a 2.6 cm diameter to a 0.6 cm diameter tube in a static pressure discharge. The line integrated He 2 3S1 population density profile in the double-layer region is determined by diode-laser absorption. The triplet metastable density profiles are measured with discharge currents of 1, 2, and 5 mA at 1 Torr pressure for both polarity conditions: (a) when the cathode end of the discharge is in the large diameter tube and (b) when the anode end of the discharge is in the large diameter tube. The diode-laser absorption profiles show enhanced production of triplet metastable He 2 3S1 in the double-layer region as compared to the unperturbed positive column (0.6 cm diameter) with the magnitude being strongly dependent on the discharge polarity.

Translocation (3;12) (p21-pter; q24.1-qter) and phenylketonuria.

Cytogenetic karyotyping in mental retardation associated with physical dysmorphism has been regarded as the primary key for the classification of syndromes and other genetic disorders for the predisposition of neoplasia and other fatal diseases. Giemsa-banding of metaphase chromosomes in lymphocytes is a traditional and routine process for the identification of the chromosomal counterpart which can provide a clue for molecular investigation in the subject. An 8-year-old girl showed a diploid karyotype 46, XX, t(3;12) (p21-pter, q24.1-qter) in peripheral blood lymphocyte culture. Biochemical examination of urine labelled her as a case of phenylketonuria. The maternal karyotyping was similar and confirmed the maternal transmission of the translocation.

Relevance of torsional effects to the conformational equilibria of 1,5-diaza-cis-decalins: a theoretical and experimental study.

1,5-Diaza-cis-decalin populates two conformations in which the nitrogen atoms are either gauche (N-in) or anti (N-out) to one another. The equilibrium mixture of the two conformers depends on the substituents at the nitrogen atom, as well as the reaction conditions. Ab initio (HF/6-31G, B3LYP/6-31+G) and molecular mechanics (Amber) calculations have been performed to examine the possible role of stereoelectronics and steric effects in controlling the equilibrium of substituted 1,5-diaza-cis-decalins. In the present study, N,N'-diethyl- and N,N'-bistrifluoroethyl-1,5-diaza-cis-decalins have been synthesized, and the equilibrium mixtures have been measured using 1H and 13C NMR experiments. Steric effects appear to control the equilibria between the two conformational isomers of 1,5-diaza-cis-decalin while torsional effects appear to dominate the equilibria for the N,N'-dialkyl derivatives.

Laser heterodyne method for high-resolution gas-density measurements.

A new method for noncontact, high-resolution measurement of gas density is described. The method uses a two-frequency Zeeman-split He-Ne laser and cumulative phase-measuring electronics. The measurement is resolved in two dimensions and provides density that is averaged only along the length of the laser beam that passes through the test section. The technique is based on highly accurate measurement of the optical path-length change of the laser beam as it passes through a test cell (in principle, to within 0.001lambda, where lambda is the wavelength of the laser). The technique also provides a very large dynamic range (again, in principle, up to 10(10)), which makes the method additionally attractive. Although the optical path length through the test section is directly related to the index of refraction, and hence to the density of the gas, the method can also be used to measure temperature (if the gas pressure is known) or pressure (if the temperature is known).

Pericentric inversion in human chromosome 8 and spherocytosis.

A cytogenetic study of a patient revealed a pericentric inversion in chromosome 8, and spherocytes in 10% of cells, in a routine blood smear. The critical portion which affected the expression of spherocytosis appeared to be localized at 8p22-8q21. The mother's karyotyping showed the transmission of the inversion to the child.

Stereoelectronic effects in negatively and positively (Protonated) charged species. Ab initio studies of the gauche effect in 1,4-dioxa systems

A computational study ab initio of the conformational dependence of proton affinities of 2-methoxyethoxide (MEO), dimethoxyethane (DME), and 1,4-dioxane has been carried out at the MP2/6-31+G level of theory. The results were discussed in comparison with reference systems, from simple alkoxides and ethers to anomeric moieties, in open, cyclic, and bicyclic molecules. The COCCOC species are stronger bases than the COCOC (anomeric) ones and approach regular ethers in their strength. The gauche forms in MEO and DME are altogether stronger bases than the anti forms, and anti (equatorial) protonation is preferred over gauche (axial), unless ditopic protonation is possible, like in aga-DME or cis-tetraoxadecalin. The gauche effect plays a significant role in the formation, relative stability, and reactivity of the charged species.

Involvement of specific chromosomes in radiation-induced rearrangements detected by fluorescence in situ hybridization (FISH).

We investigated the involvement of chromosomes in dicentrics and translocations in human peripheral blood lymphocytes exposed to X-rays in vitro. Chromosomes 2, 4, 8, 13, 15, 16, and 22 were analyzed in three cocktails of different combinations using whole chromosome probes (WCP) with the fluorescence in situ hybridization (FISH)-painting technique. The results showed overexpression of chromosomes 2, 8, and 22 in translocation, the majority being of the complete type. Chromosome 4 was underrepresented in translocation formation in both combinations, that is, 2 + 4 + 8 in cocktail I and 4 + 13 + 22 in cocktail II. Its participation in dicentric production was in good agreement with its DNA content in association with 2, 4, and 8, whereas it was underexpressed in the combination of 4 + 13 + 22. DNA-proportional involvement was noticed with chromosomes 13 and 16 in all exchange aberrations. Underexpression of chromosome 15 was observed in translocation, which is contradictory to its overexpression in dicentric formation. The participation of chromosome 22 was predominant for both translocations and dicentrics, compared with its DNA content. The overall observation of our study supports the assumption of DNA-proportional distribution of Lucas et al. However, more data are required for chromosomes 4, 8, 15, and 22 in combination with other chromosomes.

Regulation of cholinomimetic action of pyrantel pamoate by calcium channels in Setaria cervi.

Nerve muscle preparation of Setaria cervi (Nematoda:Filarioidea) exhibits spontaneous rhythmical movements when suspended in isolated organ bath containing modified Ringer's solution. Pyrantel pamoate (50 ng/ml) when applied caused initial short lasting stimulation followed by irreversible paralysis. When suspended in calcium free bathing fluid the movements of n.m. preparation showed a gradual decrease both in amplitude and rate of contraction til the movements ceased completely. The effect was similar when EDTA was added to the bath fluid. The stimulant effect of Pyrantel pamoate was blocked in calcium free solution and in bath applied EDTA. Calcium channel blocker Nifedipine in a concentration of 500 ng/ml blocked the effect of Pyrantel pamoate (50 ng/ml). Neither stimulation nor depression of movements was evident with higher concentration of PP (250 mg/ml) the stimulant effect of Pyrantel pamoate was blocked while the depressant effect characterized by decrease in amplitude of calcium is essential for the stimulant effect of Pyrantel pamoate and its response on n.m. preparation is similar to Acetylcholine.

Age-related alterations in cell division and cell cycle kinetics in control and trimethyltin-treated lymphocytes of human individuals.

Trimethyltin chloride induced age-related suppression of cell division and cell cycle kinetics in human peripheral blood lymphocytes cultured in RPMI 1640 culture medium supplemented with human AB serum, phytohemagglutinin and bromodeoxyuridine. A high frequency of M1 (first metaphase) cells was seen in cultures treated with a high dose (C1 = 1.0 microgram per culture) and in lymphocytes from donors in the age range 40-70 years. The delay in cell division and cell cycle kinetics may indicate a longer duration in DNA synthesis induced by trimethyltin chloride in aged lymphocytes.