Miracle-dz/UniFAR-FTUs huggingface dataset:
Caching in Base Station with Recommendation via Q-Learning

Proactive caching in base station (BS) is a promising way to leverage the human-behavior related information to boost the system throughput and improve user experience with low cost. Yet existing caching policies are "blind" to users, i.e., the users are unaware about whether the files to be requested are locally cached at the BS around them, whose performance will degrade in mobile systems due to the randomness of user behavior. For example, when a user stays in a cell where the BS caches the file to be requested later, the user may not initiate the request. When the user sends the request, it may have entered another cell where the BS does not cache the requested file. In this paper, we introduce a simple idea of informing the users about what the BS has cached to make local caching efficient, which can be regarded as a form of recommendation. Since the probabilities that the users request the files are unknown, we resort to Q-learning to perceive the request probability and the statistics of random arrival and departure of mobile users. Then, a cache replacement policy is optimized. Simulation results demonstrate that the proposed policy with recommendation can provide higher long-term system reward than existing policies without recommendation.
Primary interpretation of medical imagery by teleradiology

For a majority of applications, teleradiology has been regarded primarily as a convenience for the on-call radiologist by transmitting radiographic images to the his/her residence so that an after-hour trip to the hospital can be avoided. Under such a operation environment, the images acquired and transmitted are not designed to meet the requirements of primary interpretation. The image quality required is relatively low order since the original films will be reviewed and dictated the following day. Currently teleradiology is being seriously considered as the means for doing primary diagnosis. In other words, a final diagnosis report will be generated by interpreting the soft copy of the image displayed on the monitor without any reference to the original film. Such a paradigm shift raised many technical as well as clinical issues that must be addressed. The radiology department of Texas Tech University Health Sciences Center began efforts in teleradiology since March 1994. A number of key issues and experiences learned from our practising teleradiology in the past several months are presented in this paper. <<ETX>>
Does docosahexaenoic acid (DHA) status in pregnancy have any impact on postnatal growth? Six-year follow-up of a prospective randomized double-blind monocenter study on low-dose DHA supplements

Abstract Fetuses and breastfed children depend on the maternal docosahexaenoic acid (DHA) supply, which might have long-lasting consequences. We studied the growth of 6-year-old children whose mothers received supplemental DHA from midpregnancy to 3 months after delivery. One hundred and forty-four pregnant women had been randomized to receive one of three vitamin-mineral supplements, one supplying an additional 200 mg/day DHA. Of the original sample, 120 children were measured at age 6 years with standardized methods. As one objective of the follow-up was to investigate the DHA influence on normal growth, the DHA group was compared with the pooled controls after exclusion of five premature infants. The weight, length, body mass index (BMI), head circumference, and skin-fold thickness at 6 years were similar in the 41 children of the DHA group and the 74 controls. Longitudinally, the BMI z-scores of the DHA group increased up at a later age than that of the controls. We found a highly significant negative correlation between height at 6 years and the increase in red blood cell DHA concentration of mothers from 22 to 37 weeks of pregnancy. We conclude that DHA supplements during midpregnancy corrected a low maternal DHA status (which correlated with children’s height) and was favorable in regard to the BMI development up to 6 years.
Zfp423 Is Required for Normal Cerebellar Development

ABSTRACT Zinc finger protein 423 (also known as Ebf-associated zinc finger protein, Ebfaz) binds to and negatively regulates Ebf1, a basic helix-loop-helix transcription factor required for B-cell lineage commitment and olfactory epithelium development. Zfp423 also binds to Smad1/Smad4 in response to Bmp2 signaling. Zfp423 contains 30 Krüppel-like zinc fingers that are organized into discrete clusters; some zinc fingers are used to bind DNA, while others mediate Zfp423's interaction with other signaling proteins such as Ebf1 and Smad1/Smad4. Previously, we showed that Zfp423 is an oncogene whose upregulation following retroviral integration in murine B cells leads to an arrest in B-cell differentiation and the subsequent development of B-cell lymphomas. To study the biological functions of Zfp423 in vivo, we used recombineering and gene targeting to generate mice that carry conditional as well as null alleles of Zfp423. Homozygous Zfp423 null mice are runted and ataxic, the cerebellum is underdeveloped, and the vermis is severely reduced. In the remaining cerebellar structures, the Purkinje cells are poorly developed and mislocalized. In mice carrying a hypomorphic Zfp423 gene trap allele, lacZ expression in the cerebellum correlates with the Purkinje cell layer, suggesting that these phenotypes are a result of a Purkinje cell-intrinsic defect.
On old and new comparative neurological sinners: The evolutionary importance of the membranous parts of the actinopterygian forebrain and their sites of attachment

The forebrain of actinopterygian fishes differs from that of other vertebrates in that it consists of a pair of solid lobes. Lateral ventricles surrounded by nervous tissue are entirely lacking. This peculiar configuration of the actinopterygian forebrain results from an outward bending or eversion of its lateral walls during ontogenesis. Due to this eversion, the telencephalic roof plate is transformed into a wide, membranous structure that surrounds the dorsal and lateral parts of the solid lobes and is attached to their lateral or ventrolateral aspects. Another effect of the eversion is that the ventricular surface of the telencephalic lobes is very extensive, whereas their meningeal surface is small. In many recent publications on the forebrain of actinopterygian fishes, these structures are presented as solid lobes, without any reference to the fact that they are the product of an eversion process, and without any indication concerning the location and extent of their ventricular and meningeal surfaces. It is explained here that, in light of current concepts concerning the histogenesis of the brain, these omissions are intolerable. It is also strongly recommended that the location and extent of these surfaces should always be clearly indicated in brain sections in general, because the simple notion that in the brain of vertebrates the ventricular surface is on the inside and the meningeal surface on the outside has numerous and notable exceptions. J. Comp. Neurol. 513:87–93, 2009. © 2009 Wiley‐Liss, Inc.
Benefits of lifelong exercise training on left ventricular function after myocardial infarction

Background Endurance exercise training induces cardio-protective effects, but athletes are not exempted from a myocardial infarction. Evidence from animal studies suggests that exercise training attenuates pathological left ventricular remodelling following myocardial infarction. We tested the hypothesis that lifelong exercise training is related to attenuated pathological left ventricular remodelling after myocardial infarction as evidenced by better left ventricular systolic function in veteran athletes compared to sedentary peers. Design This was a cross-sectional study. Methods Sixty-five males (60 ± 6 years) were included and allocated to four groups based on lifelong exercise training volumes: (a) athletes (n = 18), (b) post-myocardial infarction athletes (athletes + myocardial infarction, n = 20), (c) sedentary controls (n = 13), and (d) post-myocardial infarction controls (sedentary controls + myocardial infarction, n = 14). Athletes were lifelong (≥20 years) highly physically active (≥30 metabolic equivalent of task (MET)-h/week), whereas sedentary controls did not meet the exercise guidelines (<10 MET-h/week) for the past 20 years. left ventricular systolic function, diastolic function and wall strain were measured using echocardiography. Results Cardiac enzyme markers (creatine-kinase, creatinine, aspartate transaminase and lactate dehydrogenase) following myocardial infarction and infarct location did not differ between athletes + myocardial infarction and sedentary controls + myocardial infarction. Left ventricular ejection fraction was significantly higher in athletes (61% ± 4), athletes + myocardial infarction (58% ± 4) and sedentary controls (57% ± 6) compared to sedentary controls + myocardial infarction (51% ± 7; p < 0.01). Left ventricular circumferential strain was superior in athletes (–19% (–21% to –17%), athletes + myocardial infarction (–16% (–20% to –12%)), and sedentary controls (–15% (–18% to –14%) compared to sedentary controls + myocardial infarction (–13% (–15% to –8%), p < 0.01). Diastolic function parameters did not differ across groups. Conclusion These findings suggest that lifelong exercise training may preserve left ventricular systolic function and possibly attenuates or minimises the deleterious effects of pathological post-myocardial infarction left ventricular remodelling in veteran athletes.
Low antibody titers 5 years after vaccination with the CYD-TDV dengue vaccine in both pre-immune and naïve vaccinees

ABSTRACT Globally, dengue virus (DENV) is one of the most widespread vector-borne viruses. Dengue disease affects populations in endemic areas and, increasingly, tourists who travel to these countries, but there is currently no approved vaccine for dengue. A phase 3 efficacy trial with Sanofi-Pasteur's recombinant, live-attenuated, tetravalent dengue vaccine (CYD-TDV) conducted in South East Asia showed an overall efficacy of 56% against virologically confirmed dengue infections of any severity and any of the 4 serotypes, but the long-term protection of the vaccine has yet to be demonstrated. To address longevity of antibody titers and B cell memory, we recalled study participants from an earlier CYD immunogenicity study (Phase 2) conducted in Singapore that enrolled healthy volunteers in the year 2009. Depending on the age group, 57–84% of the participants initially generated a neutralizing antibody titer ≥ 10 to all 4 DENV serotypes 28 d after the third and final dose. We observed very low antibody titers in blood samples collected from 23 vaccinees 5 y after the first dose, particularly titers of antibodies binding to virus particles compared with those binding to recombinant E protein. The in vivo efficacy of plasma antibodies against DENV-2 challenge was also tested in a mouse model, which found that only 2 out of 23 samples were able to reduce viremia. Although the sample size is too small for general conclusions, dengue immune memory after vaccination with CYD-TDV appears relatively low.
Diagnosis of fastidious enteric adenoviruses 40 and 41 in stool specimens

Thirty-five stool specimens, collected over a 14-week period from pediatric gastroenteritis patients and shown to contain adenovirus by electron microscopy, were inoculated onto 293 and HeLa cells. Virus isolates were characterized by serum neutralization and restriction endonuclease cleavage analysis of viral DNA from infected cells. Adenovirus was isolated upon primary inoculation of 293 cells from all 35 specimens shown to contain adenovirus by electron microscopy. Fastidious adenoviruses 40 and 41 (Ad40 and Ad41) were found in 17 (49%) of the stool specimens, and 4 of these specimens contained a conventional species (Ad1, Ad1, Ad18, Ad31) as well as Ad40. This was first manifest by the observation that four of the isolates which initially grew only in 293 cells acquired the capacity to grow in HeLa cells upon subsequent passage. In each case, the conventional species was undetectable by DNA analysis in the original inoculum but was selected in 293 cells and became the only one detectable by the second passage. Four other specimens, containing Ad1 or Ad31 alone, failed to grow initially in HeLa cells but did grow in 293 cells. The results of this study demonstrate therefore that (i) 293 cells are more sensitive than HeLa cells for the isolation of conventional as well as fastidious enteric adenovirus species and (ii) identification of viruses from patient specimens should involve minimal passage of the virus in cell culture, as a single passage can result in misdiagnosis of the virus associated with the infection.
Role of double-stranded RNA-activated protein kinase R (PKR) in deoxynivalenol-induced ribotoxic stress response.

Trichothecene mycotoxins and other protein synthesis inhibitors activate mitogen-activated protein kinase (MAPKs) via a mechanism that has been termed the "ribotoxic stress response. " MAPKs are believed to mediate the leukocyte apoptosis that is observed following experimental exposure to these chemical agents in vitro and in vivo. The purpose of this research was to test the hypothesis that double-stranded, RNA-activated protein kinase R (PKR) is a critical upstream mediator of the ribotoxic stress response induced by the trichothecene deoxynivalenol (DON) and other translational inhibitors. DON was found to readily induce phosphorylation of JNK 1/2, ERK 1/2, and p38 in the murine macrophage RAW 264.7 cell line, within 5 min of culture addition, in a concentration-dependent fashion. Effects were maximal from 15 to 30 min and lasted up to 6 h. The translational inhibitors anisomycin and emetine also had similar effects when added to cultures at equipotent concentrations to DON. DON rapidly activated PKR within 1 to 5 min, as evidenced by autophosphorylation and by phosphorylation of eukaryotic initiation factor 2alpha (eIF2alpha). Interestingly, the latter effect was associated with rapid degradation of eIF2alpha. Pretreatment of RAW 264.7 cells with two inhibitors of PKR, 2-aminopurine (2-AP) or adenine (Ad), markedly impaired MAPK phosphorylation in RAW 264.7 cells according to the following rank order JNK>p38>ERK. The capacity of DON to induce MAPK phosphorylation was also markedly suppressed in a stable transformant of the human promonocytic U-937 cell line containing an antisense PKR expression vector. This suppression followed a rank order of JNK>p38>ERK in this PKR-deficient cell line when compared to control cells transfected with vector only. Apoptosis induction by DON and two other translational inhibitors, anisomycin and emetine, was almost completely abrogated in PKR-deficient cells. Together, the results indicate that PKR plays a critical upstream role in the ribotoxic stress response inducible by translational inhibitors.
Molecular Cloning and Functional Characterization of a New Cap’n’ Collar Family Transcription Factor Nrf3*

The NF-E2-binding sites or Mafrecognition elements (MARE) are essentialcis-acting elements in the regulatory regions of erythroid-specific genes recognized by the erythroid transcription factor NF-E2, composed of p45 and MafK. Recently, two p45-related factors Nrf1 and Nrf2 were isolated, and they are now collectively grouped as the Cap’n’ collar (CNC) family. CNC factors bind to MARE through heterodimer formation with small Maf proteins. We report here the identification and characterization of a novel CNC factor, Nrf3, encoding a predicted 73-kDa protein with a basic region-leucine zipper domain highly homologous to those of other CNC proteins. In vitro and in vivo analyses showed that Nrf3 can heterodimerize with MafK and that this complex binds to the MARE in the chicken β-globin enhancer and can activate transcription. Nrf3 mRNA is highly expressed in human placenta and B cell and monocyte lineage. Chromosomal localization of human Nrf3 is 7p14–15, which lies near the hoxA gene locus. As the genetic loci of p45, nrf1, andnrf2 have been mapped close to those ofhoxC, hoxB, and hoxD, respectively, the present study strongly argues for the idea that a single ancestral gene for the CNC family members may have been localized near the ancestral Hox cluster and have diverged to give rise to four closely related CNC factors through chromosome duplication.
Hemostatic and fibrinolytic parameters in survivors of myocardial infarction: a low plasma level of plasmin–α2-antiplasmin complex is an independent predictor of coronary re-events

Abnormalities of coagulation or fibrinolysis play a role in the pathogenesis of coronary artery disease (CAD). Elevated plasma levels of fibrinogen, von Willebrand factor antigen, plasminogen activator inhibitor-1 and tissue-type plasminogen activator were reported to be predictive for reinfarction and death in patients with CAD. We investigated the risk for coronary re-events associated with 18 hemostatic and fibrinolytic parameters in a prospective study including 200 survivors of myocardial infarction (MI). During a 2-year follow-up, 37 patients suffered one of the following predefined re-events: fatal MI (n= 2), non-fatal MI (n= 5), percutaneous transluminal coronary angioplasty (n= 17) or coronary artery bypass grafting (n= 13). Low plasmin–α2-antiplasmin complex (PAP) plasma levels were associated with an up to fivefold (95% confidence interval, 1.6–15.3) increase in relative risk. The association between decreasing PAP levels and coronary re-events remained significant (P =0.004) after correction for possible confounders using multiple logistic regression analysis. Our data indicate low PAP plasma levels to be associated with subsequent coronary events in patients with a history of MI.
Improved surgical outcome by modification of porcine dermal collagen implant in abdominal wall reconstruction in rats

We earlier showed in rats that fascial repair with Pelvicol, a porcine dermal collagen implant, was associated with a lesser inflammatory response but lower tensile strength in the early postoperative period as compared to Prolene. Herein we wanted to evaluate whether creation of pores in Pelvicol, facilitating ingrowth of fibrous tissue and vessels, would result in a higher tensile strength at d30 without compromising longer term results.
Management, European Works Councils and institutional malleability

We show that most managers responsible for European Works Councils do not comply with the information and consultation requirements stipulated in legislation, and cite stock market regulations as the principal reason for non-compliance. Compared to employee representatives, managers also downplay the importance of articulation between European Works Councils and national institutions of labour representation, using them to achieve managerial objectives. We thus illustrate the ‘malleability’ of European Works Councils and argue that further regulatory intervention is required if they are to function as information and consultation institutions as originally intended by EU policy makers.
The Effect of Welfare Work Requirements on TANF Recipients: Individual Employment and Economic Mobility

With many families in poverty in need of assistance in the United States, the government has implemented stricter work requirements to get individuals off welfare and to work. Recipients must now work a state specified number of hours per week to receive aid. Some research suggest that these policies may increase employment rates amongst recipients, yet not lead to their economic growth and independence. This study examines the effect of TANF work requirements on various socioeconomic outcomes for individual recipients, including employment, job quality and income. Data on TANF recipients come from 2014 Survey of Income and Participation. Results suggest a negative reserve effect than what policy-makers intended for, yet are inconclusive of the net effect of work requirements. Other factors, such as race, sex and educational attainment play a significant role in various outcomes.
Reproductive senescence in female C57BL/6J mice: ovarian impairments and neuroendocrine impairments that are partially reversible and delayable by ovariectomy.

Ovarian and neuroendocrine impairments were examined before and after the age-correlated loss of estrous cycles in C57BL/6J female mice. The role of ovarian secretions in inducing neuroendocrine impairments before and after the loss of estrous cycles was also examined by determining neuroendocrine impairments after prolonged ovariectomy. Young (6-month-old) cycling, middle-aged (12-, 14-, and 16-month-old) cycling or acyclic, and old (18-month-old) acyclic mice were used. Ovarian impairments were assessed by grafting old ovaries into young hosts. Neuroendocrine impairments were assessed by grafting young ovaries into middle-aged and old hosts, ovariectomized either at grafting or 2 months before, and by inducing a LH surge in mice that had been ovariectomized for 4 days, 1 month, or 2 months. One group of 16-month-old and one group of 18-month-old mice were also ovariectomized at 6 months of age; these groups were used to examine the steroid-induced LH surge. The LH surge was induced by inserting sc a single priming estradiol (E2) implant, followed by two more (surge-inducing) implants 6 days later; 33 h after the second implantation, mice were decapitated (1800 h). The number of estrous cycles supported by middle-aged and old ovaries grafted into young hosts was reduced by more than 90% compared with that in young ovaries. The number of estrous cycles supported by middle-aged and old hosts given young ovarian grafts was reduced by 60% and 90%, respectively, compared with that in young hosts. Middle-aged and old hosts also had progressively longer estrous cycles than young hosts. Levels of the E2-induced LH surge in middle-aged and old mice were also reduced by 60% and 90%, respectively, compared with levels in young mice. In old acyclic mice, ovariectomy for 2 months partially reversed impairments in the LH surge and partially restored the ability to support cycles with young grafts; these functions, normally 90% impaired in old mice, were only 60% impaired after prolonged ovariectomy. Moreover, ovariectomy 2 months before grafting in old hosts resulted in shorter estrous cycles and 60% fewer pituitary adenomas. In middle-aged cycling mice, ovariectomy for 2 months did not affect impairments in the LH surge or in the ability to support estrous cycles with young grafts; these functions remained 60% impaired in middle-aged mice ovariectomized for 2 months. If mice were ovariectomized when young, the age-correlated impairments of the E2-induced LH surge at 16 months were largely prevented. (ABSTRACT TRUNCATED AT 400 WORDS)