Machine Learning And Deep Learning Based Approaches For Detecting Duplicate Bug Reports With Stack Traces

Many large software systems rely on bug tracking systems to record the submitted bug reports and to track and manage bugs. Handling bug reports is known to be a challenging task, especially in software organizations with a large client base, which tend to receive a considerable large number of bug reports a day. Fortunately, not all reported bugs are new; many are similar or identical to previously reported bugs, also called duplicate bug reports. Automatic detection of duplicate bug reports is an important research topic to help reduce the time and effort spent by triaging and development teams on sorting and fixing bugs. This explains the recent increase in attention to this topic as evidenced by the number of tools and algorithms that have been proposed in academia and industry. The objective is to automatically detect duplicate bug reports as soon as they arrive into the system. To do so, existing techniques rely heavily on the nature of bug report data they operate on. This includes both structural information such as OS, product version, time and date of the crash, and stack traces, as well as unstructured information such as bug report summaries and descriptions written in natural language by end users and developers

Transient Unexplained Shock in 30-Year-Old Trauma Patient

Shock as an inadequate tissue perfusion is one of the frequent causes of death in trauma patients. In this context, there are various reasons for hemodynamic instability and shock including hypovolemic (hemorrhagic), obstructive (cardiac tamponade, tension pneumothorax), cardiogenic, neurogenic, and rarely septic. In the present report, a 30-year-old trauma patient with full clinical signs and symptoms of shock referred while had unknown origin; it was finally recognized as anaphylactic shock.

Targeting maternal gut microbiome to improve mental health outcomes—a pilot feasibility trial

BackgroundPerinatal depression and anxiety (PDA) is prevalent in new and expectant mothers, affecting millions of women worldwide. Those with a history of mood and anxiety disorders are at the greatest risk of experiencing PDA in a subsequent pregnancy. Current safety concerns with pharmacological treatments have led to a greater need for adjunctive treatment options for PDA. Changes in the composition of the microbiome have been associated with various diseases during pregnancy, and these changes are thought to play some role in perinatal mood disorders. While the relationship between PDA and the microbiome has not been explored, evidence suggests that nutritional interventions with fiber, fish oils, and probiotics may play a favorable role in neuropsychiatric outcomes during and after pregnancy. The primary objective of the present study is to assess the feasibility and acceptability of a combination of nonpharmacological interventions to maintain stability in pregnant women who have a history of depression and/or anxiety. This study will also aim to understand ease of recruitment and protocol adherence in this cohort.MethodsThis is a single-centered, partially randomized, placebo-controlled, double-blind feasibility trial. One hundred pregnant women with a history of depression and/or anxiety/PDA will be recruited and randomized into one of four arms, which could include the following: receiving a daily dose of both investigational products and dietary counseling on increasing dietary fiber, receiving a daily dose of both investigational drugs only, receiving fish oil investigational product and placebo, and a control arm with no intervention. The study involves six study visits, all of which can be conducted virtually every 3 months from the time of enrollment. At all study visits, information on diet, mental health, physical activity, and sleep quality will be collected. Additionally, all participants will provide a stool sample at each visit.DiscussionIt is anticipated that pregnant women with a history of depression and anxiety will be particularly interested in partaking in this trial, resulting in favorable recruitment rates. Given the positive findings of omega-3 fatty acids (O3FAs) and probiotic supplements on mental health symptoms in nonpregnant adults, we expect a similar trend in PDA symptoms, with a low likelihood of adverse events. This study will build the foundation for larger powered studies to further contribute evidence for the efficacy of this potential preventative treatment option.Trial registrationThis trial was registered at ClinicalTrials/gov on October 6, 2023; NCT06074250. Trial Sponsor: The Canadian College of Naturopathic Medicine, 1255 Sheppard Ave E, Toronto, ON M2K 1E2, 416-498-1255

Evaluation of antibacterial effect of sesame oil, olive oil and their synergism on Staphylococcus aureus in vitro

Background and aims: Nosocomial infections are the main cause of the problems related to health and health care costs. One of the pathogens that causes these infections is Staphylococcus aureus. Its resistance to antibiotics forced researchers to find herbal substitution such as Sesame and Olive. This study was aimed to determine antibacterial effect of sesame oil, olive oil and their synergism on S. aureus. Methods: In this experimental study, at first, olive oil and sesame oil was extracted by cold press assay and the mixture of them was prepared with equal proportion of both oils, and then the standard strain of lyophilized S. aureus ATCC 25923 was prepared from the Iranian Research Organization for Science and Technology. To determine minimum inhibitory concentration (MIC) and minimum bactericidal concentration (MBC) of the oils, micro-broth dilution method was used. Results: This study indicated the amounts of MIC for sesame oil, olive oil and their synergism; 32 mg/ml, 32 mg/ml, 8 mg/ml and the amounts of MBC; 128 mg/ml, 128 mg/ml, 32 mg/ml, respectively. Conclusion: The results showed the same antibacterial activity for olive oil and sesame oil. It also showed that mixture of these oils enhances the growth inhibitory and bactericidal properties of the oils compared to using them individually

Teachers’ Bullying Behaviors Toward Students and Studying its Prevalence and Scope in Tehran’s Schools

The purpose of this survey was to identify the types of teacher’s bullying behavior and its prevalence in school in Tehran, this was done by classifying sampling in schools. After confirmation by the experts, the researcher-made questionnaire was tested experimentally and Cronbach's alpha was calculated. EFA of data from 1046 students showed that there were three components of physical, psychological and verbal bullying, and CfA revealed its appropriateness. Another of physical, psychological and verbal bullying were observed in boys 'schools while psychological, physical and verbal bullying were observed in girls' schools. Students who were never experienced physical, psychological and verbal bullying were 81.64, 73.33, and 76.86 percent, respectively. Physical and verbal bullying are more prevalent in boys and a similar pattern of psychological bullying was seen in both gender. The lowest and highest level of all types of bulling was observed in District 1,19,13, 10, respectively. While psychological bullying had a similar pattern in various grades, the maximum amount of the physical bullying was seen in the eighth and the minimum was seen in the fifth grade. The maximum and minimum amount of the verbal bullying was respectively

Evaluation of health related quality of life in irritable bowel syndrome patients

Background: Quality of life (QOL) is an important measure in the management of Irritable Bowel Syndrome (IBS). Controversy exists in the findings of studies evaluating QOL in IBS subtypes, and little is known about this issue in Iranian patients. Determination of the factors affecting QOL in IBS patients may influence treatment outcomes. The aims of this study are to: 1) compare QOL between subtypes in a sample of Iranian IBS patients, 2) determine the factors associated with QOL in IBS. Methods: This cross sectional study included two hundred and fifty IBS patients with the mean age ( ± standard deviation) of 31.62 ( ± 11.93) years that were referred to outpatient gastroenterology clinic. IBS patients were diagnosed based on Rome-3 criteria by a gastroenterologist, and then they were categorized into three subtypes according to the predominant type of bowel habit. The “QOL specific for IBS”, “Stait-trait anxiety inventory”, and “Beck depression inventory-2 ” questioners were used to evaluate QOL, anxiety, and depression symptoms, respectively. Results: The mean QOL scores in IBS mixed subtype (71.7 ± 25.57), constipation predominant subtype (80.28 ± 25.57), and diarrhea predominant subtype (76.43 ± 19.13) were not different. (P value: 0.05) In multivariate linear regression analysis, anxiety symptom scores were inversely correlated with QOL scores. [Standardized beta:-0.43, (95 % confidence interval:-0.70,-0.39), P value: < 0.01] Conclusion: It seems reasonable to manage anxiety symptoms properly in IBS patients since this might increase their QOL

Serum Total Antioxidant Capacity of Epileptic Children before and after Monotherapy with Sodium Valproate, Carbamazepine,

Background: Brain is highly vulnerable to free radical damage due to a large quantity of mitochondria, a considerable amount of oxidizable polyunsaturated fatty acids, a ratio of high oxygen consumption, and less antioxidant capacity. The experimental and clinical data suggest a putative role of oxidative stress in the pathophysiology of seizures and epileptic syndromes.Objectives: A case-control study was carried out to compare serum total antioxidant capacity in the newly diagnosed children with epilepsy and that of a control group of healthy children at the same age.Patients and Methods: A total of 130 participants (65 in each group) aged between 1 and 17 years participated in this study. Serum total antioxidant capacity was compared between two groups before drug administration. The effect of antiepileptic therapy on the serum total antioxidant capacity also was studied in children with epilepsy before and 3 months after antiepileptic drug administration. Serum total antioxidant capacity values were measured based on Erel's method using an automated commercial kit. This method is based on the bleaching of the characteristic color of a more stable 2,2’‑azinobis‑(3‑ethylbenzothiazoline‑6‑sulfonic acid) radical cation by antioxidants. The results were expressed in mmol Trolox equivalent/lResults: Serum total antioxidant capacity values was significantly lower in the patients group before drug administration [mean (SD): 1.31 (0.19) mmol/L] than that of the control group [mean (SD): 1.46 (0.21) mmol/L] (P < 0.001). In the patients group, no differences were found in the serum total antioxidant capacity before and 3 months after anticonvulsant monotherapy.Conclusion: Reduced serum total antioxidant capacity, and an increased vulnerability to oxidative stress should be considered in the children with epilepsy

CTLA-4 Blockade of Natural Killer Cells Increases Cytotoxicity against Acute Lymphoid Leukaemia Cells Neda

Objective: There is interest in using cytotoxic T lymphocyte antigen-4 (CTLA-4) immunotherapy to treat blood cancers.Unfortunately, patients with acute lymphoblastic leukaemia (ALL) frequently exhibit resistance to treatment and naturalkiller (NK) cell exhaustion. This study aims to increase the cytotoxic potency of natural killer cells by using CTLA-4 toblock the Nalm-6 leukaemia cell line.Materials and Methods: In this experimental study, NK cells were purified from the peripheral blood mononuclear cells(PBMCs) of 10 healthy people and assessed by flow cytometry for purity and viability. The purified cells were activatedovernight at 37°C and 5% CO2 with interleukin-15 (IL-15, 10 ng/ml) followed by evaluation of expressions of CTLA-4,activating and inhibitory receptors, and the release of interferon gamma (IFN-γ) and granzyme B (GZM B). CTLA-4expression on NK cells from recurrent ALL patients was also evaluated. Finally, the cytotoxic activity of NK cells wasassessed after the CTLA-4 blockade.Results: The purity of the isolated cells was 96.58 ± 2.57%. Isolated NK cells activated with IL-15 resulted in significantlyhigher CTLA-4 expression (8.75%, P<0.05). Similarly, CTLA-4 expression on the surface of NK cells from patientswith ALL was higher (7.46%) compared to healthy individuals (1.46%, P<0.05). IL-15 reduced NKG2A expression(P<0.01), and increased expressions of NKP30 (P<0.05) and NKP46 (P<0.01). The activated NK cells released moreIFN-γ (P<0.5) and GZM B (P<0.01) compared to unactivated NK cells. Blockade of CTLA-4 enhanced the NK cellkilling potential against Nalm-6 cells (56.3%, P<0.05); however, IFN-γ and GZM B levels were not statistically differentbetween the blocked and non-blocked groups.Conclusion: Our findings suggest that CTLA-4 blockage of Nalm-6 cells causes an increase in antitumour activity ofNK cells against these cells. Our study also provides evidence for the potential of cancer immunotherapy treatmentusing blocking anti-CTLA-4 mAbs