Predicting Graph Categories from Structural Properties

Complex networks are often categorized according to the underlying phenomena that they represent such as molecular interactions, re-tweets, and brain activity. In this work, we investigate the problem of predicting the category (domain) of arbitrary networks. This includes complex networks from different domains as well as synthetically generated graphs from five different network models. A classification accuracy of 96.6% is achieved using a random forest classifier with both real and synthetic networks. This work makes two important findings. First, our results indicate that complex networks from various domains have distinct structural properties that allow us to predict with high accuracy the category of a new previously unseen network. Second, synthetic graphs are trivial to classify as the classification model can predict with near-certainty the network model used to generate it. Overall, the results demonstrate that networks drawn from different domains (and network models) are trivial to distinguish using only a handful of simple structural properties

Synthesis and in vitro antiproliferative activity of new 1-phenyl-3-(4-(pyridin-3-yl)phenyl)urea scaffold-based compounds

A new series of 1-phenyl-3-(4-(pyridin-3-yl)phenyl)urea derivatives were synthesized and subjected to in vitro antiproliferative screening against National Cancer Institute (NCI)-60 human cancer cell lines of nine different cancer types. Fourteen compounds 5a-n were synthesized with three different solvent exposure moieties (4-hydroxylmethylpiperidinyl and trimethoxyphenyloxy and 4-hydroxyethylpiperazine) attached to the core structure. Substituents with different π and σ values were added on the terminal phenyl group. Compounds 5a-e with a 4-hydroxymethylpiperidine moiety showed broad-spectrum antiproliferative activity with higher mean percentage inhibition values over the 60-cell line panel at 10 µM concentration. Compound 5a elicited lethal rather than inhibition effects on SK-MEL-5 melanoma cell line, 786-0, A498, RXF 393 renal cancer cell lines, and MDA-MB-468 breast cancer cell line. Two compounds, 5a and 5d showed promising mean growth inhibitions and thus were further tested at five-dose mode to determine median inhibitory concentration (IC50) values. The data revealed that urea compounds 5a and 5d are the most active derivatives, with significant efficacies and superior potencies than paclitaxel in 21 different cancer cell lines belonging particularly to renal cancer and melanoma cell lines. Moreover, 5a and 5d had superior potencies than gefitinib in 38 and 34 cancer cell lines, respectively, particularly colon cancer, breast cancer and melanoma cell lines

Effect of concept mapping model on critical thinking skills of family medicine residents: A randomized controlled trial

BACKGROUND: The cognitive process of critical thinking (CT) involves the examination of the existing reasons and an analysis of the information to draw conclusions and make decisions. The goal of the study was to determine how concept mapping (CM) technique affects family medicine residents' capacity for critical thought. MATERIALS AND METHODS: We conducted a randomized controlled trial among family medicine residents aged between 26 and 28 years. A total of 100 residents were involved; over the course of 3 months, 50 residents were exposed to the conventional teaching model and 50 residents to the CM model. Data was collected using California CT skills test (CCTST) modified Arabic version and a self-administered questionnaire. The primary intervention was teaching method, experimental group received CM lessons while control group had conventional lessons. First session was carried out at baseline and second session one week after baseline, whereas 3rd, 4th, and 5th sessions conducted at end of 1st, 2nd, 3rd months, respectively. Both groups were assessed at baseline and at end of 3rd month. Both groups were reassessed at end of three months. Quantitative data was presented as mean and SD, whereas frequencies and percentages used for qualitative data. Pre- and post-intervention CT scores for study groups were compared using t-test or Mann-Whitney U test, as appropriate. Groups were compared on pre- and post-intervention CT grades using Chi-square test. RESULTS: Vast majority (98%) of participants were females, nearly half were 27 year old, and belonged primarily to urban areas (76%). There was no difference in the CT scores between the groups at baseline. The post-intervention CT scores for study group were statistically significantly higher (18.36±2.68) compared to control group (15.94±1.94) (P = 0.001). CONCLUSION: The CM approach was superior to the conventional teaching approach in terms of improving CT

Protective effect of Echinochrome against intrahepatic cholestasis induced by alpha-naphthylisothiocyanate in rats

Abstract The present study was designed to evaluate the protective effects of echinochrome (Ech) on intrahepatic cholestasis in rats induced by a single (i.p.) injection of alpha-naphthylisothiocyanate (ANIT) (75 mg/kg body weight). The rats were pre-treated orally for 48hr (one dose / 24hr) with Ech (1, 5 and 10 mg/kg body weight) or ursodeoxycholic acid (UDCA) 80 mg/kg body weight drug then, injected with ANIT. ANIT markedly increased serum activities of alanine amino transaminase (ALT), aspartate amino transaminase (AST) and alkaline phosphatase (ALP), which was accompanied by a massive inflammation of epithelial cells on bile duct at 24h after ANIT injection. ANIT also increased the levels of total protein (TP), total bilirubin (TB), direct bilirubin (DB), indirect bilirubin (IB), however decrease albumin content (ALB). In addition ANIT increased hepatic MDA and NO level and decreased GSH level and GST activity. The Ech exerted hepatoprotective and anticholestatic effects as assessed by a significant decrease in the activities of serum AST, ALT and ALP, and the levels of TP, TB, DB and IB as well as liver MDA level and NO level. In conclusion, Ech was found to possess hepatoprotective effect against intrahepatic cholestasis induced by hepatotoxin such as ANIT

Evaluation of cognitive functions in a group of Egyptian recovered COVID-19 patients

Abstract Background Numerous investigations have found that cognitive deficits in COVID-19 survivors may be reversible; hence, early detection is essential. These cognitive deficiencies should be targeted with scaled cognitive therapies that can be widely used even in patients’ homes, supporting the best possible cognitive and functional outcomes. In the meanwhile, it has been observed that COVID-19 patients may experience worry, fear, depression, and other mental health problems. Therefore, subjective cognitive difficulties may be due to emotional discomfort. As a result, these data highlight the significance of early diagnosis of anxiety symptoms and depression symptoms in COVID-19 patients in order to prevent subsequent cognitive problems. All patients were selected in accordance with the case definition and used the following tools after 1, 3, and 6 months after being cleared of COVID-19 infection: developed questionnaire for both clinical and demographic data, the Wisconsin Card Sorting Test, the Wechsler Memory Scale-Revised, the Wechsler Adult Intelligence Scale, the Hamilton Anxiety Rating Scale, the Beck Depression Inventory, and Structured Clinical Interview for DSM-IV disorders. Results Fifty patients were participated in this study from both gender, different levels of education, and the major group was nonsmokers (82%). A total of 88% of participants had confirmed COVID-19, and 12% had contact with them. Wisconsin Card Sorting Test for preservative parameters revealed that the 2nd follow-up showed nonsignificant comparison to the 1st follow-up, while the 3rd showed highly significant comparison to the 1st follow-up. While for non-preservative errors, the 2nd follow-up showed significant comparison to the 1st, while the 3rd showed highly significant comparison to the 1st follow-up. Conceptual level response parameters showed that both the 2nd and the 3rd follow-ups showed nonsignificant comparison to the 1st follow-up. There was no significant correlation between Hamilton Anxiety Scale (HAS) and any parameter of Wisconsin Card Sorting Test or any parameter of Wechsler Memory Scale-Revised. Conclusions While there was negative impact of COVID-19 infection on cognitive functions in Egyptian recovered COVID-19 patients which improves gradually by time, there was nonsignificant correlations between anxiety symptoms, depressive symptoms, and Wisconsin Card Sorting Test as well as Wechsler Memory Scale-Revised parameters in tested individuals through three consecutive follow-ups of COVID-19 in Egypt. Further testing using other scales or larger sample is mandatory to elucidate further potential impact of COVID-19 on cognitive functions of recovered patients

Structure-based design generated novel hydroxamic acid based preferential HDAC6 lead inhibitor with on-target cytotoxic activity against primary choroid plexus carcinoma

Histone deacetylase 6 (HDAC6) is an attractive target for cancer therapeutic intervention. Selective HDAC6 inhibitors is important to minimise the side effects of pan inhibition. Thus, new class of hydroxamic acid-based derivatives were designed on structural basis to perform preferential activity against HDAC6 targeting solid tumours. Interestingly, 1-benzylbenzimidazole-2-thio-N-hydroxybutanamide 10a showed impressive preference with submicromolar potency against HDAC6 (IC50 = 510 nM). 10a showed cytotoxic activity with interesting profile against CCHE-45 at (IC50 = 112.76 µM) when compared to standard inhibitor Tubacin (IC50 = 20 µM). Western blot analysis of acetylated-α-tubulin verified the HDAC6 inhibiting activity of 10a. Moreover, the insignificant difference in acetylated-α-tubulin induced by 10a and Tubacin implied the on-target cytotoxic activity of 10a. Docking of 10a in the binding site of HDAC6 attributed the activity of 10a to π-π stacking with the amino acids of the hydrophobic channel of HDAC6 and capture of zinc metal in bidentate fashion. The therapeutic usefulness besides the on-target activity may define 10a as an interesting safe-lead inhibitor for future development

Effects of dietary supplementation of Amla, Chicory and Leek extracts on growth performance, immunity and blood biochemical parameters of broilers

The need for solutions to relieve heat stress and its undesirable effects on broiler production increased, especially in hot climatic areas. The antioxidant and immune stimulant effects of herbal extracts of Emblica officinalis (Amla), Cichorium intybus (Chicory) and Allium porrum (Leek) were examined against the adverse effects of heat stress in broilers. One thousand Cobb 500 one-day-old chicks were used for this experiment. Birds were divided into four equal groups. The first served as the control group. The second received Amla extract (3 g/kg diet), the third received Chicory extract (3 g/kg diet) and the last group received Leek extracts (3 g/kg diet). All groups were daily subjected to heat stress for 12 h by increasing house temperature to 8 ± 2 °C (10:00 am to 10:00 pm daily) using an electric heater, while relative humidity was kept at 47 ± 3%. Results revealed significant improvement in final body weight in treated groups, especially the Chicory and Amla-fed groups. Total weight gain was improved by dietary supplementation with herbal extracts, while feed intake, feed conversion ratio (FCR) and mortality percentage were reduced. The positive impact of the herbal extracts was also clear on carcase traits in the treated groups. Meat and serum lipids were significantly reduced in treated groups. White blood cells, phagocytic index and antioxidant enzyme levels were positively improved by dietary supplementations. In conclusion, using Amla, Chicory and Leek extracts positively improved broilers’ growth performance, immunity and oxidative stress status under heat stress conditions.Highlights Heat stress causes huge economic losses in livestock production worldwide. Herbal extracts are rich in antioxidants at low prices than other feed additives. Herbal extracts can enhance the defense system and reduce the negative effects of heat stress

Survey of sleep practice and sleep-related problems among a sample of Egyptian youths

Introduction Research into sleep practice of Egyptian youths is scanty and poorly disseminated, and therefore, relatively deficient data are available to put into practice. Adequate sleep practice is useful for both physical and mental health and improves the overall performance. It can also delay neurodegenerative changes in elderly. Aim The aim was to survey sleep practice and sleep-related problems among the Egyptian youths and to put the question of sleep education in practice. Participants and methods A cross-sectional study was conducted including 594 Egyptian youths randomly selected from university students and social club attendants in Mansoura, Egypt. An anonymous self-report questionnaire was prepared to elicit data on participants’ demography, sleep practice, and disorders. Results Of the 594 youths examined, 59.6, 29.5, and 12.1% reported insomnia, daily sleepiness, and sleep deprivation, respectively. Smoking was significantly associated with insomnia and high risk of obstructive sleep apnea. The median values for the time of getting into bed and sleep duration in working day and weekend were 1:00 a. m., 8 h, and 10 h, respectively. Approximately 50% reported afternoon naps with median duration of 2 h. Conclusion Sleep problems constitute a significant issue in youths. Sleep education and counseling for appropriate lifestyle and proper sleep practice may minimize the magnitude and effects of these problems