Miracle-dz/UniFAR-FTUs huggingface dataset:
Performance Analysis of Maximal Risk Evaluation Formulas for Spectrum-Based Fault Localization

The effectiveness analysis of risk evaluation formulas has become a significant research area in spectrum-based fault localization (SBFL). The risk evaluation formula is designed and widely used to evaluate the likelihood of a program spectrum to be faulty. There are numerous empirical and theoretical studies to investigate and compare the performance between sixty risk evaluation formulas. According to previous research, these sixty risk evaluation formulas together form a partially ordered set. Among them, nine formulas are maximal. These nine formulas can further be grouped into five maximal risk evaluation formula groups so that formulas in the same group have the same performance. Moreover, previous research showed that we cannot theoretically compare formulas across these five maximal formula groups. However, experimental data “suggests” that a maximal formula in one group could outperform another one (from a different group) more frequently, though not always. This inspired us to further investigate the performance between any two maximal formulas in different maximal formula groups. Our approach involves two major steps. First, we propose a new condition to compare between two different maximal formulas. Based on this new condition, we present five different scenarios under which a formula performs better than another. This is different from the condition suggested by the previous theoretical study. We performed an empirical study to compare different maximal formulas using our condition. Our results showed that among two maximal risk evaluation formulas, it is feasible to identify one that can outperform the others more frequently.
Evaluation of in vitro antioxidant activity of different extracts of entire plant of Ipomoea pestigridis Linn

Ipomoea pestigridis (Linn) (family Convolvulaceae) is commonly known as “Tiger Foot Morning Glory” in English and locally known as ‘Pulichuvadi’ or ‘Pulichuvadu’ in Malayalam. The current study, aerial parts of different concentrates(Pet.ether, ethyl acetate, and methanol) of I.pestigridis, was evaluated for its in-vitro antioxidant potential by nitric oxide activity, total antioxidant activity, iron chelating activity taking ascorbate & Ethylenediamine tetraacetate as the standard correspondingly. An IC50 value was originated that EA concentrates of I.pestigridis more efficient in nitric oxide activity, total antioxidant activity, Iron chelating capacity compared methanolic & PE concentrates. The ethyl acetate concentrates of I.pestigridis & ascorbic acid exhibited antioxidant potential possessing IC50 226µg/ml & 66µg/ml (Nitric oxide). 185µg/ml & 60µg/ml (total antioxidant) , 287µg/ml & 65µg/ml (iron-chelating Activity) respectively. The difference in the scavenging potential of the extracts can be due to variation in the percentage of bioactive compounds present in different solvents. Invitro antioxidant studies obviously show EA concentrates of I.pestigridis have better antioxidant activity. These results indicate that aerial parts of methanolic concentrate I.pestigridis could serve as a natural antioxidant, which may be useful in preventing free radical-induced diseases.
Teachers‘ Scaffolding Talk in Bilingual Class

There are obstacles faced by teachers in learning process of physical education in lower grade of elementary school. One of them deals with textbook. It is important to investigate how physical fitness material in elementary school is taught by using TPSR. The purpose of this study is to reveal and produce physical education product development models by using TPSR. This study employed Brog and Gall‘s method. The results showed the game experts were 98.43%; expert learning 1 was 92.5%; expert learning 2 was 90%; and expert learning 3 was 95%. Affective aspects were elevated from level 0 and 1. After playing postal triangle using TPSR approach to level 2 and 3, cognitive and psychomotor aspects were 80% and 79.50% respectively. Based on the data of attitude, knowledge, and skill, TPSR is able to stimulate students' characters conveying material and provide literacy through attractive visual media which is easy to understand.
How Automation that Substitutes for Labor Affects Production Networks, Growth, and Income Inequality

We study how advances in labor-substituting (automation) technologies affect production networks. Labor-substituting advances lower the wages of substitutable workers relative to non-substitutable workers, affecting employment in the entire economy, well beyond the production chains adopting the new technologies. As automation progresses, the production network becomes denser, increasing the centralities of producers of automation and their (direct and indirect) suppliers. The growth effects of automation emerge gradually, and the changes in income inequality and overall productivity depend on (i) alternative uses of the replaced labor, and (ii) sectoral compositions of substitutable and non-substitutable workers. These provide explanations for why today's automation is different from historical ones.
Localization of CD 4 coreceptor and its variants in human T cells

CD4 co-receptor of main T cell receptor (TCR) is essential for proper development of T lymphocytes and their function in adaptive immune responses. It is believed that CD4 stabilizes the interaction of TCR with antigenic ligand, peptide-MHC, and thereby improves T cell-dependent responses during immune reaction. CD4 is transmembrane glycoprotein with a number of structural motifs in its intracellular domain which do not dramatically affect its sorting to the plasma membrane but can influence its local organization at nanoscale. CD4 was shown to transiently accumulate in the immunological synapse formed between T cell and antigen-presenting cell. Such accumulation is rapidly followed by its internalization and/or delocalization outside the synapse. This is in contrast with TCR which accumulates strongly in the immunological synapse and is later found enriched in the central area of this structure. It is therefore unclear how TCR and its CD4 co-receptor function together when binding to their common ligand during the initiation of signaling in T cells. We aim to study localization of CD4 at nanoscale using advanced fluorescence microscopy techniques achieving significant improvements in resolution. In this work, CD4 and its mutant variants, potentially causing its different localization at the membrane, were fused with fluorescent proteins and characterized. All constructs were confirmed to yield in expression of expected recombinant proteins which were localized to the plasma membrane and intracellular vesicles in human T cells. The constructs with photoconvertible fluorescent protein were further tested in localization microscopy. This work succeeded in generation and thorough characterization of plasmids encoding CD4 and its mutants required for further work focused on precise localization of these molecules at the surface of activated T cells. Such knowledge can help to understand relation between TCR and CD4 during the early phase of T cell activation, yet further investigation will be required to clarify dynamics of immune synapse formation, and thereby the T cell activation.
Neuro-fuzzy techniques in FDI system for sugar factory actuators

Fault diagnosis systems have an important role in industrial plants because the early fault detection and isolation (FDI) can minimize damages in the plants. The main aim of this work is to propose a two-stage neuro-fuzzy approach as a fault diagnosis system in dynamic processes. The first stage of the system is responsible for fault detection and is implemented using a neuro-fuzzy model. The second stage of the system is responsible for fault isolation and is built using an hierarchical structure of fuzzy neural networks. The FDI system is applied to fault diagnosis in the sugar factory actuators.
Children’s mu suppression is sensitive to witnessing others’ social victimization

ABSTRACT Empathy has been a key focus of social, developmental, and affective neuroscience for some time. However, research using neural measures to study empathy in response to social victimization is sparse, particularly for young children. In the present study, 58 children’s (White, non-Hispanic; five to nine years old) mu suppression was measured using electroencephalogram methods (EEG) as they viewed video scenarios depicting social injustices toward White and Black children. We found evidence of increased mu suppression in response to social victimization; however, contrary to well-documented findings of ingroup racial bias in empathic responses among adults, we found no evidence of racial bias in mu suppression in young children. Implications of these findings for neuroscience research on empathy and the development of ingroup bias are discussed.
Agreement of sleep specialists with registered nurses' sleep study orders in supervised clinical practice.

STUDY OBJECTIVES Incorporating registered nurses (RN-level) into obstructive sleep apnea (OSA) management decisions has the potential to augment the workforce and improve patient access, but the appropriateness of such task-shifting in typical practice is unclear. METHODS Our medical center piloted a nurse triage program for sleep medicine referrals. Using a sleep specialist-designed decision-making tool, nurses triaged patients referred for initial sleep studies to either home sleep apnea test (HSAT) or in-laboratory polysomnography (PSG). During the first 5 months of the program, specialists reviewed all nurse triages. We compared agreement between specialists and nurses. RESULTS Of 280 consultations triaged by nurses, nurses deferred management decisions to sleep specialists in 6.1% (n = 17) of cases. Of the remaining 263 cases, there was 88% agreement between nurses and specialists (kappa 0.80, 95% confidence interval 0.74-0.87). In the 8.8% (n = 23) of cases where supervising specialists changed sleep study type, specialists changed from HSAT to PSG in 16 cases and from PSG to HSAT in 7. The most common indication for change in sleep study type was disagreement regarding OSA pretest probability (n = 14 of 23). Specialists changed test instructions in 3.0% (n = 8) of cases, with changes either related to the use of transcutaneous carbon dioxide monitoring (n = 4) or adaptive servo-ventilation (n = 4). CONCLUSIONS More than 80% of sleep study triages by registered nurses in a supervised setting required no sleep specialist intervention. Future research should focus on how to integrate nurses into the sleep medicine workforce in a manner that maximizes efficiency while preserving or improving patient outcomes.
Adiponectin is secreted by theca layer cells isolated from chicken ovarian follicles.

Adiponectin, an adipokine hormone, influences glucose utilization, insulin sensitivity and energy homeostasis by signaling through two distinct receptors, ADIPOR1 and ADIPOR2. We previously reported that adiponectin and its receptors are expressed in several organs, including testes in chicken. We report herein that adiponectin gene is expressed exclusively in theca layer while ADIPOR1 and ADIPOR2 genes are expressed in granulosa and theca layers of all preovulatory and prehierarchical follicles of the chicken ovary. Estradiol and/or progesterone treatment of sexually immature chickens significantly altered expression of adiponectin and ADIPOR1 in the ovary. Using anti-chicken adiponectin-, ADIPOR1-, or ADIPOR2- antibodies, adiponectin-immunoreactive (ir) cells were found exclusively in the theca layer, and ADIPOR1-ir and ADIPOR2-ir cells were found both in theca and granulosa layers. Theca layer cells dispersed from preovulatory and prehierarchical follicles were found to synthesize and secrete 720 kDa heavy molecular weight (HMW) isoform of adiponectin in vitro. Recombinant chicken adiponectin (rcADN) expressed in eukaryotic cells under serum-free conditions comprised primarily of the HMW isoform. Treatment of granulosa cells dispersed from 9-12 mm preovulatory follicle and 6-8 mm prehierarchical follicle with rcADN or an adiponectin receptor agonist, adipoRon, increased pERK and pACC abundance. In addition, both rcADN and adipoRon were found to significantly decrease the expression of steroidogenic acute regulatory protein gene expression in granulosa cells of preovulatory and prehierarchical follicles. In conclusion, adiponectin secreted by theca cell layer is identical in mass to circulating adiponectin. Systemic and/or theca-derived adiponectin is likely to affect proliferation, metabolism, and steroidogenesis of ovarian follicular cells.
A Low-Latency and Energy-Efficient Neighbor Discovery Algorithm for Wireless Sensor Networks †

Wireless sensor networks have been widely adopted, and neighbor discovery is an essential step to construct the networks. Most existing studies on neighbor discovery are designed on the assumption that either all nodes are fully connected or only two nodes compose the network. However, networks are partially connected in reality: some nodes are within radio range of each other, while others are not. Low latency and energy efficiency are two common goals, which become even more challenging to achieve at the same time in partially connected networks. We find that the collision caused by simultaneous transmissions is the main obstruction of achieving the two goals. In this paper, we present an efficient algorithm called Panacea to address these challenges by alleviating collisions. To begin with, we design Panacea-NCD (Panacea no collision detection) for nodes that do not have a collision detection mechanism. When n is large, we show the discovery latency is bounded by O(n·lnn) for any duty cycle (the percentage time to turn on the radio), where each node has n neighbors on average. For nodes that can detect collisions, we then present Panacea-WCD which also bounds the latency within O(n·lnn) slots. Finally, we conduct extensive evaluations and the results also corroborate our analyses.
Executive functions in preschool children with chronic insomnia.

STUDY OBJECTIVES Executive functions (EFs) in children with insomnia have not been sufficiently assessed in the literature. This study aimed to describe sleep patterns and habits and EF abilities in preschool children with insomnia, compared to healthy control patients, and to evaluate the relationships between sleep patterns and EFs. METHODS Two groups of children were recruited: 45 preschoolers with chronic insomnia (28 boys), aged 24-71 months and 167 healthy preschool children (81 boys) aged 24-71 months. Parents of all children completed two questionnaires to assess their children's sleep habits and disturbances, and their EFs with the Behavior Rating Inventory of Executive Function - Preschool Version. RESULTS Children with chronic insomnia were found to wake up earlier, sleep less during the night, have more nighttime awakenings, and higher nocturnal wakefulness, compared to the control group. The chronic insomnia group showed significant impairment in all the EFs domains. Nocturnal sleep duration, nighttime awakenings, and nocturnal wakefulness correlated with inhibit, plan/organize, working memory, inhibitory self-control, emergent metacognition, and the global executive composite scores in the chronic insomnia group. In the control group, the number of nighttime awakenings correlated with inhibition, inhibitory self-control, and the global executive composite. Regression analyses showed a predominant role of insomnia factor in the association with EFs in both clinical and control groups. CONCLUSIONS Our findings confirm the link between sleep and "higher level" cognitive functioning. The preschool period represents a critical age during which transient sleep problems also might hamper the development of self-regulation skills and the associated neural circuitry.
Experimental Study on Temperature Effects on NiTi Shape Memory Alloys under Fatigue Loading

NiTi Shape Memory Alloy (SMA) has been widely studied in the field of structural vibration control, and the results show that the fatigue life of the SMA is a key factor of the vibration control system. In this paper, the fatigue test is carried out in Dynamic Mechanical Analyzer (DMA + 1000) to analyze how the changes of temperature and strain amplitude affecting the main fatigue parameters. The test results show that when the test temperature is higher than Austenite finish temperature (Af), the fatigue properties of SMAs are significantly affected by temperature. With the increase of temperature, the fatigue life becomes shorter and the energy consumption decreases, while the area of hysteresis curve, the stress amplitude, and effective modulus increase.
Overcoming Resistance to Platinum-Based Drugs in Ovarian Cancer by Salinomycin and Its Derivatives—An In Vitro Study

Polyether ionophore salinomycin (SAL) and its semi-synthetic derivatives are recognized as very promising anticancer drug candidates due to their activity against various types of cancer cells, including multidrug-resistant populations. Ovarian cancer is the deadliest among gynecologic malignancies, which is connected with the development of chemoresistant forms of the disease in over 70% of patients after initial treatment regimen. Thus, we decided to examine the anticancer properties of SAL and selected SAL derivatives against a series of drug-sensitive (A2780, SK-OV-3) and derived drug-resistant (A2780 CDDP, SK-OV-3 CDDP) ovarian cancer cell lines. Although SAL analogs showed less promising IC50 values than SAL, they were identified as the antitumor agents that significantly overcome the resistance to platinum-based drugs in ovarian cancer, more potent than unmodified SAL and commonly used anticancer drugs—5-fluorouracil, gemcitabine, and cisplatin. Moreover, when compared with SAL used alone, our experiments proved for the first time increased selectivity of SAL-based dual therapy with 5-fluorouracil or gemcitabine, especially towards A2780 cell line. Looking closer at the results, SAL acted synergistically with 5-fluorouracil towards the drug-resistant A2780 cell line. Our results suggest that combinations of SAL with other antineoplastics may become a new therapeutic option for patients with ovarian cancer.
Klotho Gene in Human Salt-Sensitive Hypertension.

BACKGROUND AND OBJECTIVES Hypertension is a common aging-related disorder. Salt intake is one of the main environmental factors contributing to the development of hypertension. Transgenic mice with one-half Klotho deficiency displayed a spontaneous BP increase and salt-sensitive hypertension in response to high sodium intake. Usually circulating levels of α-Klotho decrease with age, and this reduction may be stronger in patients with several aging-related diseases. This study aimed at exploring the association of Klotho with salt sensitivity in humans. DESIGN, SETTING, PARTICIPANTS, & MEASUREMENTS The role of Klotho polymorphisms and α-Klotho serum levels was evaluated in patients with hypertension who were treatment naive and underwent an acute salt-sensitivity test (discovery n=673, intravenous 2 L of 0.9% saline in 2 hours). Salt sensitivity was defined as a mean BP increase of >4 mm Hg at the end of the infusion. A total of 32 single nucleotide polymorphisms in the Klotho gene (KL), previously identified with a genome-wide association study, were used in the genetic analysis and studied for a pressure-natriuresis relationship. RESULTS Of the patients with hypertension, 35% were classified as salt sensitive. The most relevant polymorphism associated with pressure natriuresis was the common missense single nucleotide polymorphism rs9536314, and the GG and GT genotypes were more represented among patients who were salt sensitive (P=0.001). Those carrying the G allele showed a less steep pressure-natriuresis relationship, meaning that a significant increase in mean BP was needed to excrete the same quantity of salt compared with patients who were salt resistant. KL rs9536314 also replicated the pressure-natriuresis association in an independent replication cohort (n=193) and in the combined analysis (n=866). There was an inverse relationship between circulating Klotho and mean BP changes after the saline infusion (r=-0.14, P=0.03). Moreover, circulating α-Klotho was directly related to kidney function at baseline eGFR (r=0.22, P=0.000848). CONCLUSIONS KL rs9536314 is associated with salt-sensitive hypertension in patients with hypertension who are treatment naive. Moreover, circulating α-Klotho levels were mainly related to diastolic BP changes at the end of a salt load and to eGFR as an expression of kidney aging.
Identification of a Sacral, Visceral Sensory Transcriptome in Embryonic and Adult Mice

Abstract Visceral sensory neurons encode distinct sensations from healthy organs and initiate pain states that are resistant to common analgesics. Transcriptome analysis is transforming our understanding of sensory neuron subtypes but has generally focused on somatic sensory neurons or the total population of neurons in which visceral neurons form the minority. Our aim was to define transcripts specifically expressed by sacral visceral sensory neurons, as a step towards understanding the unique biology of these neurons and potentially leading to identification of new analgesic targets for pelvic visceral pain. Our strategy was to identify genes differentially expressed between sacral dorsal root ganglia (DRG) that include somatic neurons and sacral visceral neurons, and adjacent lumbar DRG that comprise exclusively of somatic sensory neurons. This was performed in adult and E18.5 male and female mice. By developing a method to restrict analyses to nociceptive Trpv1 neurons, a larger group of genes were detected as differentially expressed between spinal levels. We identified many novel genes that had not previously been associated with pelvic visceral sensation or nociception. Limited sex differences were detected across the transcriptome of sensory ganglia, but more were revealed in sacral levels and especially in Trpv1 nociceptive neurons. These data will facilitate development of new tools to modify mature and developing sensory neurons and nociceptive pathways.
Estimating treatment effects with partially observed covariates using outcome regression with missing indicators

Missing data is a common issue in research using observational studies to investigate the effect of treatments on health outcomes. When missingness occurs only in the covariates, a simple approach is to use missing indicators to handle the partially observed covariates. The missing indicator approach has been criticized for giving biased results in outcome regression. However, recent papers have suggested that the missing indicator approach can provide unbiased results in propensity score analysis under certain assumptions. We consider assumptions under which the missing indicator approach can provide valid inferences, namely, (1) no unmeasured confounding within missingness patterns; either (2a) covariate values of patients with missing data were conditionally independent of treatment or (2b) these values were conditionally independent of outcome; and (3) the outcome model is correctly specified: specifically, the true outcome model does not include interactions between missing indicators and fully observed covariates. We prove that, under the assumptions above, the missing indicator approach with outcome regression can provide unbiased estimates of the average treatment effect. We use a simulation study to investigate the extent of bias in estimates of the treatment effect when the assumptions are violated and we illustrate our findings using data from electronic health records. In conclusion, the missing indicator approach can provide valid inferences for outcome regression, but the plausibility of its assumptions must first be considered carefully.