272 research outputs found
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Films as source of everyday life and energy use: a case of Indian cinema
Drawing from film studies, this paper introduces a new, experimental method to understand domestic practices and energy use at home at the exploratory research phase. The paper adopts the methodology of the AHRC CineMuseSpace project and applies it in the context of energy studies. A detailed keyword ontology was developed in order to identify practices, technologies and energy use at home (854 keywords). 19 Indian films, based in chawl housing in Mumbai, were analysed to illustrate the method. The keyword ontology was were applied to the extracted film fragments in the database. This allowed to map the presence and use of technologies in film, and where and how practices were performed. The analysis was followed by site observations guided by the film analysis, and re-watching the films using the embodied knowledge from site. The analysis Coding allowed us to make the choice of fragments transparent, quantify frequences and locations of practices, household dynamics and the use of appliances, to identify key scenes for further analaysis and create a database that can be resampled. The paper argues that even fictional films are firmly grounded in everyday life and routines and especially fragments that are used to portray ânormalisedâ being at home can be used as an unused source to study everyday life at home, transitions in material culture and the adoption of new technologies. The novelty of the research lies in itsâ methodological approach to use film data as a reflective tool to understand energy consumption patterns and help to formulate exciting, relevant research questions for fieldwork. It highlights the importance of arts and humanities research in mediating and humanising often highly technical approach of energy studies.Research England GCRF QR Funding 2018-1
Rotor Unbalance Kind and Severity Identification by Current Signature Analysis with Adaptative Update to Multiclass Machine Learning Algorithms
The health of a rotating electric machine can be evaluated by monitoring electrical and mechanical parameters. As more information is available, it easier can become the diagnosis of the machine operational condition. We built a laboratory test bench to study rotor unbalance issues according to ISO standards. Using the electric stator current harmonic analysis, this paper presents a comparison study among Support-Vector Machines, Decision Tree classifies, and One-vs-One strategy to identify rotor unbalance kind and severity problem â a nonlinear multiclass task. Moreover, we propose a methodology to update the classifier for dealing better with changes produced by environmental variations and natural machinery usage. The adaptative update means to update the training data set with an amount of recent data, saving the entire original historical data. It is relevant for engineering maintenance. Our results show that the current signature analysis is appropriate to identify the type and severity of the rotor unbalance problem. Moreover, we show that machine learning techniques can be effective for an industrial application
Exhaustion and cardiovascular risk factors: the role of vagally-mediated heart rate variability
Purpose
Exhaustion symptoms are known to be associated with cardiovascular disease (CVD) risk; however, the underlying mechanisms remain unclear. Autonomic imbalance, as indicated by reductions in vagally-mediated heart rate variability (vmHRV), appears to be a valid candidate for such a biological link, as it has been associated with both exhaustion symptoms and CVD risk and mortality.
Methods
The present study examined a potential mediation of vmHRV on the association between exhaustion symptoms and self-reported CVD risk factors as well as the age dependency of this mediation in a large, heterogeneous sample of the Dresden Burnout Study (N = 388; 72.9% females; Mage = 42.61, SD = 11.67).
Results
Results indicate that exhaustion symptoms were indirectly associated with CVD risk factors through vmHRV even after adjusting for well-known confounders (i.e., sex, body mass index, depressive symptoms). Moreover, this pattern was significant only among middle-aged (i.e., 54.27 years) and older individuals.
Conclusions
Our findings add to growing evidence that autonomic imbalance may be a key biological link between exhaustion symptoms and CVD risk in middle-aged and older individuals. Implications for public health are discussed
Determining the direction of prediction of the association between parasympathetic dysregulation and exhaustion symptoms
Stress-related exhaustion symptoms have a high prevalence which is only likely to increase further in the near future. Understanding the physiological underpinnings of exhaustion has important implications for accurate diagnosis and the development of effective prevention and intervention programs. Given its integrative role in stress-regulation, the parasympathetic branch of the autonomic nervous systems has been a valid starting point in the exploration of the physiological mechanisms behind exhaustion. The aim of the present study was to examine the directionality and specificity of the association between exhaustion symptoms and vagally-mediated heart rate variability (vmHRV), a relatively pure measure of parasympathetic tone. Exhaustion symptoms and vmHRV were measured at four annually assessment waves (2015â2018) of the Dresden Burnout Study. A total sample of Nâ=â378 participants who attended at least two of the four annual biomarker measurements were included in the present analyses. Cross-lagged multi-level panel modelling adjusting for various covariates (e.g., age, sex, BMI) revealed that vmHRV was meaningfully predictive of exhaustion symptoms and not vice versa. In addition, these effects were specific for exhaustion symptoms as no effect was shown for the other burnout sub-dimensions, or for depressive symptoms. Our findings indicate a clear link between exhaustion symptoms and vmHRV which may hold great potential for both enhancing the diagnosis and treatment of exhaustion symptoms
The X-ray luminosity of solar-mass stars in the intermediate age open cluster NGC 752
AIMS. While observational evidence shows that most of the decline in a star's
X-ray activity occurs between the age of the Hyades (~8 x 10^8 yrs) and that of
the Sun, very little is known about the evolution of stellar activity between
these ages. To gain information on the typical level of coronal activity at a
star's intermediate age, we studied the X-ray emission from stars in the 1.9
Gyr old open cluster NGC 752. METHODS. We analysed a ~140 ks Chandra
observation of NGC 752 and a ~50 ks XMM-Newton observation of the same cluster.
We detected 262 X-ray sources in the Chandra data and 145 sources in the
XMM-Newton observation. Around 90% of the catalogued cluster members within
Chandra's field-of-view are detected in the X-ray. The X-ray luminosity of all
observed cluster members (28 stars) and of 11 cluster member candidates was
derived. RESULTS. Our data indicate that, at an age of 1.9 Gyr, the typical
X-ray luminosity of the cluster members with M=0.8-1.2 Msun is Lx = 1.3 x 10^28
erg s^-1, so approximately a factor of 6 less intense than that observed in the
younger Hyades. Given that Lx is proportional to the square of a star's
rotational rate, the median Lx of NGC 752 is consistent, for t > 1 Gyr, to a
decaying rate in rotational velocities v_rot ~ t^-alpha with alpha ~ 0.75,
steeper than the Skumanich relation (alpha ~ 0.5) and significantly steeper
than observed between the Pleiades and the Hyades (where alpha < 0.3),
suggesting that a change in the rotational regimes of the stellar interiors is
taking place at t ~ 1 Gyr.Comment: Accepted for publication in A&A (13 pages, 8 figures
Importance of extensive staging in patients with mucosa-associated lymphoid tissue (MALT)-type lymphoma
Lymphoma of the mucosa-associated lymphoid tissue (MALT) type usually arises in MALT acquired through chronic antigenic stimulation triggered by persistent infection and/or autoimmune processes. Due to specific ligandâreceptor interactions between lymphoid cells and high-endothelial venules of MALT, both normal and neoplastic lymphoid cells display a pronounced homing tendency to MALT throughout the body. In the case of neoplastic disease these homing properties may be responsible for lymphoma dissemination among various MALT-sites. According to this concept, we have standardized staging procedures in all patients diagnosed with MALT-type lymphoma. All patients with MALT-type lymphoma underwent standardized staging procedures before treatment. Staging included ophthalmologic examination, otolaryngologic investigation, gastroscopy with multiple biopsies, endosonography of the upper gastrointestinal tract, enteroclysis, colonoscopy, computed tomography of thorax and abdomen and bone marrow biopsy. Biopsy was performed in all lesions suggestive for lymphomatous involvement, and evaluation of all biopsy specimens was performed by a reference pathologist. 35 consecutive patients with histologically verified MALT-type lymphoma were admitted to our department. Twenty-four patients (68%) had primary involvement of the stomach, five (15%) had lymphoma of the ocular adnexa, three (8.5%) had lymphoma of the parotid, and three (8,5%) of the lung. Lymph-node involvement corresponding to stage EII disease was found in 13 patients (37%), only one patient with primary gastric lymphoma had local and supradiaphragmatic lymph-node involvement (stage EIII). Bone marrow biopsies were negative in all patients. Overall, eight of 35 patients (23%) had simultaneous biopsy-proven involvement of two MALT-sites: one patient each had lymphoma of parotid and lacrimal gland, conjunctiva and hypopharynx, conjunctiva and skin, lacrimal gland and lung, stomach and colon, and stomach and lung. The remaining two patients had bilateral parotideal lymphoma. Staging work-up was negative for lymph-node involvement in all of these eight patients. The importance of extensive staging in MALT-type lymphoma is emphasized by the demonstration of multiorgan involvement in almost a quarter of patients. In addition, our data suggest that extra-gastrointestinal MALT-type lymphoma more frequently occurs simultaneously at different anatomic sites than MALT-type lymphoma involving the GI-tract. © 2000 Cancer Research Campaig
The Early Stages and Natural History of Antirrhea Adoptive Porphyrosticta (Watkins, 1928) in Eastern Ecuador (Lepidoptera: Nymphalidae: Morphinae)
Here we describe the immature stages and ecological associations of Antirrhea adoptiva porphyrosticta Watkins, 1928 (Lepidoptera:Nymphalidae:Morphinae). The cloud forest bamboo, Chusquea scandens Kunth (Bambusoidea: Poaceae), serves as the larval food plant for this butterfly in eastern Ecuador, the first hostplant record for Antirrhea outside the family Arecaceae. The larvae of A. adoptiva porphyrosticta are superficially similar to those of other Antirrhea species. We also provide observations on adult and larval behavior. Caterpillars of this butterfly species are parasitized by tachinid flies, as well as by Ichneumonidae and a newly described braconid wasp
Chromatin mapping and single-cell immune profiling define the temporal dynamics of ibrutinib response in CLL
The Bruton tyrosine kinase (BTK) inhibitor ibrutinib provides effective treatment for patients with chronic lymphocytic leukemia (CLL), despite extensive heterogeneity in this disease. To define the underlining regulatory dynamics, we analyze high-resolution time courses of ibrutinib treatment in patients with CLL, combining immune-phenotyping, single-cell transcriptome profiling, and chromatin mapping. We identify a consistent regulatory program starting with a sharp decrease of NF-kappa B binding in CLL cells, which is followed by reduced activity of lineage-defining transcription factors, erosion of CLL cell identity, and acquisition of a quiescence-like gene signature. We observe patient-to-patient variation in the speed of execution of this program, which we exploit to predict patient-specific dynamics in the response to ibrutinib based on the pre-treatment patient samples. In aggregate, our study describes time-dependent cellular, molecular, and regulatory effects for therapeutic inhibition of B cell receptor signaling in CLL, and it establishes a broadly applicable method for epigenome/transcriptome-based treatment monitoring
Evaluation of XpertÂź MTB/RIF and ustar easyNATâą TB IAD for diagnosis of tuberculous lymphadenitis of children in Tanzania : a prospective descriptive study
Fine needle aspiration biopsy has become a standard approach for diagnosis of peripheral tuberculous lymphadenitis. The aim of this study was to compare the performance of Xpert MTB/RIF and Ustar EasyNAT TB IAD nucleic acid amplification assays, against acid-fast bacilli microscopy, cytology and mycobacterial culture for the diagnosis of TB lymphadenitis in children from a TB-endemic setting in Tanzania.; Children of 8Â weeks to 16Â years of age, suspected of having TB lymphadenitis, were recruited at a district hospital in Tanzania. Fine needle aspirates of lymph nodes were analysed using acid-fast bacilli microscopy, liquid TB culture, cytology, Xpert MTB/RIF and EasyNAT. Latent class analysis and comparison against a composite reference standard comprising "culture and/or cytology" was done, to assess the performance of Xpert MTB/RIF and EasyNAT for the diagnosis of TB lymphadenitis.; Seventy-nine children were recruited; 4 were excluded from analysis. Against a composite reference standard of culture and/or cytology, Xpert MTB/RIF and EasyNAT had a sensitivity and specificity of 58Â % and 93Â %; and 19Â % and 100Â % respectively. Relative to latent class definitions, cytology had a sensitivity of 100Â % and specificity of 94.7Â %.; Combining clinical assessment, cytology and Xpert MTB/RIF may allow for a rapid and accurate diagnosis of childhood TB lymphadenitis. Larger diagnostic evaluation studies are recommended to validate these findings and on Xpert MTB/RIF to assess its use as a solitary initial test for TB lymphadenitis in children
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