921 research outputs found
Comparing the 2013 ACC/AHA & 2014 NLA Dyslipidemia Guidelines and Their Impact on Clinical Decision Making
This home-study CPE activity has been developed to educate pharmacists on the similarities and differences between the 2014 NLA Recommendations for Dyslipidemia Management and the 2013 ACC/AHA Guidelines for Treatment of Blood Cholesterol
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Results from a Phase 1 Study of Sodium Selenite in Combination with Palliative Radiation Therapy in Patients with Metastatic Cancer.
In preclinical studies, selenite had single agent activity and radiosensitized tumors in vivo. Here we report results from a Phase 1 trial in 15 patients with metastatic cancer treated with selenite (5.5 to 49.5 mg) orally as a single dose 2 hours before each radiation therapy (RT) treatment. Patients received RT regimens that were standard of care. The primary objective of the study was to assess the safety of this combination therapy. Secondary objectives included measurement of pharmacokinetics (PK) and evaluation of efficacy. Endpoints included assessment of PK, toxicity, tumor response, and pain before and after treatment. The half-life of selenite was 18.5 hours. There were no adverse events attributable to selenite until the 33 mg dose level, at which the primary toxicities were grade 1 GI side effects. One patient treated with 49.5 mg had grade 2 GI toxicity. Although this was not a DLT, it was felt that the highest acceptable dose in this patient population was 33 mg. Most patients had stabilization of disease within the RT fields, with some demonstrating objective evidence of tumor regression. Most patients had a marked improvement in pain and seven out of nine patients with prostate cancer had a decrease in PSA ranging from 11-78%. Doses up to 33 mg selenite were well tolerated in combination with RT. A randomized, well controlled study is needed at the 33 mg dose level to determine if selenite results in clinically meaningful improvements in the response to palliative RT
Interactive Mars Image Content-Based Search with Interpretable Machine Learning
The NASA Planetary Data System (PDS) hosts millions of images of planets,
moons, and other bodies collected throughout many missions. The ever-expanding
nature of data and user engagement demands an interpretable content
classification system to support scientific discovery and individual curiosity.
In this paper, we leverage a prototype-based architecture to enable users to
understand and validate the evidence used by a classifier trained on images
from the Mars Science Laboratory (MSL) Curiosity rover mission. In addition to
providing explanations, we investigate the diversity and correctness of
evidence used by the content-based classifier. The work presented in this paper
will be deployed on the PDS Image Atlas, replacing its non-interpretable
counterpart.Comment: 7 pages, 6 figure
Mars Image Content Classification: Three Years of NASA Deployment and Recent Advances
The NASA Planetary Data System hosts millions of images acquired from the
planet Mars. To help users quickly find images of interest, we have developed
and deployed content-based classification and search capabilities for Mars
orbital and surface images. The deployed systems are publicly accessible using
the PDS Image Atlas. We describe the process of training, evaluating,
calibrating, and deploying updates to two CNN classifiers for images collected
by Mars missions. We also report on three years of deployment including usage
statistics, lessons learned, and plans for the future.Comment: Published at the Thirty-Third Annual Conference on Innovative
Applications of Artificial Intelligence (IAAI-21). IAAI Innovative
Application Award. 10 pages, 11 figures, 6 table
Attitudes to Interprofessional Education Among Health Science Students Engaging in a Multidisciplinary Workshop Series
Introduction: Interprofessional education (IPE) provides an opportunity for students from single-professions to interact with other disciplines. Student attitude to IPE can impact engagement and change in attitude may provide an indicator of the impact of IPE. This study examines pre-workshop attitudes to IPE and change in attitude following a series of three IPE workshops.
Methods: Preworkshop attitudes were examined using the Readiness for Interprofessional Learning Scale (RIPLS) and the Interprofessional Education Perception Scale (IEPS). The IEPS was repeated at the start of Workshop 1 and at the end of Workshop 3. Data were analyzed using linear regression analysis and linear mixed methods for repeated measures.
Results: 405 students participated (pre-workshop n=122; workshop 1 n=244; workshop 3 n=236). Pre-workshop attitudinal scores were high. While male gender and studying medicine negatively predicted attitude across some domains, previous experience of a joint patient treatment session on clinical placement positively predicted attitude in the domain of Perception of Actual Cooperation (standardised Beta 0.283, p=0.005). Attitude to IPE improved across all domains of the IEPS from online preparation to the end of workshop 3 (pCompetency and Autonomy, and in the domain of Perceived Need for Cooperation improved only following online preparation, while the domain of Perception of Actual Cooperation improved following both online preparation and participation in the workshops.
Discussion: The results presented reflect positively on student readiness for IPE. Attitudes were further improved following engagement in a structured series of IPE workshops
GPX-Macrophage Expression Atlas: A database for expression profiles of macrophages challenged with a variety of pro-inflammatory, anti-inflammatory, benign and pathogen insults
BACKGROUND: Macrophages play an integral role in the host immune system, bridging innate and adaptive immunity. As such, they are finely attuned to extracellular and intracellular stimuli and respond by rapidly initiating multiple signalling cascades with diverse effector functions. The macrophage cell is therefore an experimentally and clinically amenable biological system for the mapping of biological pathways. The goal of the macrophage expression atlas is to systematically investigate the pathway biology and interaction network of macrophages challenged with a variety of insults, in particular via infection and activation with key inflammatory mediators. As an important first step towards this we present a single searchable database resource containing high-throughput macrophage gene expression studies. DESCRIPTION: The GPX Macrophage Expression Atlas (GPX-MEA) is an online resource for gene expression based studies of a range of macrophage cell types following treatment with pathogens and immune modulators. GPX-MEA follows the MIAME standard and includes an objective quality score with each experiment. It places special emphasis on rigorously capturing the experimental design and enables the searching of expression data from different microarray experiments. Studies may be queried on the basis of experimental parameters, sample information and quality assessment score. The ability to compare the expression values of individual genes across multiple experiments is provided. In addition, the database offers access to experimental annotation and analysis files and includes experiments and raw data previously unavailable to the research community. CONCLUSION: GPX-MEA is the first example of a quality scored gene expression database focussed on a macrophage cellular system that allows efficient identification of transcriptional patterns. The resource will provide novel insights into the phenotypic response of macrophages to a variety of benign, inflammatory, and pathogen insults. GPX-MEA is available through the GPX website at
Oral vitamin D supplementation induces transcriptomic changes in rectal mucosa that are linked to anti-tumour effects
Abstract Background The risk for several common cancers is influenced by the transcriptomic landscape of the respective tissue-of-origin. Vitamin D influences in vitro gene expression and cancer cell growth. We sought to determine whether oral vitamin D induces beneficial gene expression effects in human rectal epithelium and identify biomarkers of response. Methods Blood and rectal mucosa was sampled from 191 human subjects and mucosa gene expression (HT12) correlated with plasma vitamin D (25-OHD) to identify differentially expressed genes. Fifty subjects were then administered 3200IU/day oral vitamin D3 and matched blood/mucosa resampled after 12 weeks. Transcriptomic changes (HT12/RNAseq) after supplementation were tested against the prioritised genes for gene-set and GO-process enrichment. To identify blood biomarkers of mucosal response, we derived receiver-operator curves and C-statistic (AUC) and tested biomarker reproducibility in an independent Supplementation Trial (BEST-D). Results Six hundred twenty-nine genes were associated with 25-OHD level (P < 0.01), highlighting 453 GO-term processes (FDR<0.05). In the whole intervention cohort, vitamin D supplementation enriched the prioritised mucosal gene-set (upregulated gene-set P < 1.0Eâ07; downregulated gene-set P < 2.6Eâ05) and corresponding GO terms (P = 2.90Eâ02), highlighting gene expression patterns consistent with anti-tumour effects. However, only 9 individual participants (18%) showed a significant response (NM gene-set enrichment P < 0.001) to supplementation. Expression changes in HIPK2 and PPP1CC expression served as blood biomarkers of mucosal transcriptomic response (AUC=0.84 [95%CI 0.66â1.00]) and replicated in BEST-D trial subjects (HIPK2 AUC=0.83 [95%CI 0.77â0.89]; PPP1CC AUC=0.91 [95%CI 0.86â0.95]). Conclusions Higher plasma 25-OHD correlates with rectal mucosa gene expression patterns consistent with anti-tumour effects, and this beneficial signature is induced by short-term vitamin D supplementation. Heterogenous gene expression responses to vitamin D may limit the ability of randomised trials to identify beneficial effects of supplementation on CRC risk. However, in the current study blood expression changes in HIPK2 and PPP1CC identify those participants with significant anti-tumour transcriptomic responses to supplementation in the rectum. These data provide compelling rationale for a trial of vitamin D and CRC prevention using easily assayed blood gene expression signatures as intermediate biomarkers of response
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