116 research outputs found
Where teachers are few: documenting available faculty in five Tanzanian medical schools.
BACKGROUND:Faced with one of the lowest physician-to-population ratios in the world, the Government of Tanzania is urging its medical schools to train more physicians. The annual number of medical students admitted across the country rose from 55 in the 1990s to 1,680 approved places for the 2015/16 academic year. These escalating numbers strain existing faculty. OBJECTIVE:To describe the availability of faculty in medical schools in Tanzania. DESIGN:We identified faculty lists published on the Internet by five Tanzanian medical schools for the 2011/12 academic year and analyzed the appointment status, rank, discipline, and qualifications of faculty members. RESULTS:The five schools reported 366 appointed faculty members (excluding visiting, part-time, or honorary appointments) for an estimated total enrolled student capacity of 3,275. Thirty-eight percent of these faculty were senior lecturers or higher. Twenty-seven percent of the appointments were in basic science, 51% in clinical science, and 21% in public health departments. The most populated disciplines (more than 20 faculty members across the five institutions) were biochemistry and molecular biology, medicine, obstetrics and gynecology, pediatrics, and surgery; the least populated disciplines (less than 10 faculty members) were anesthesiology, behavioral sciences, dermatology, dental surgery, emergency medicine, hematology, ophthalmology, orthopedics, otorhinolaryngology, oncology and radiology, psychiatry. These figures are only indicative of faculty numbers because of differences in the way the schools published their faculty lists. CONCLUSIONS:Universities are not recruiting faculty at the same rate that they are admitting students, and there is an imbalance in the distribution of faculty across disciplines. Although there are differences among the universities, all are struggling to recruit and retain staff. If Tanzanian universities, the government, donors, and international partners commit resources to develop, recruit, and retain new faculty, Tanzania could build faculty numbers to permit a quality educational experience for its doctors of tomorrow
A novel framework employing deep multi-attention channels network for the autonomous detection of metastasizing cells through fluorescence microscopy
We developed a transparent computational large-scale imaging-based framework
that can distinguish between normal and metastasizing human cells. The method
relies on fluorescence microscopy images showing the spatial organization of
actin and vimentin filaments in normal and metastasizing single cells, using a
combination of multi-attention channels network and global explainable
techniques. We test a classification between normal cells (Bj primary
fibroblast), and their isogenically matched, transformed and invasive
counterpart (BjTertSV40TRasV12). Manual annotation is not trivial to automate
due to the intricacy of the biologically relevant features. In this research,
we utilized established deep learning networks and our new multi-attention
channel architecture. To increase the interpretability of the network - crucial
for this application area - we developed an interpretable global explainable
approach correlating the weighted geometric mean of the total cell images and
their local GradCam scores. The significant results from our analysis
unprecedently allowed a more detailed, and biologically relevant understanding
of the cytoskeletal changes that accompany oncogenic transformation of normal
to invasive and metastasizing cells. We also paved the way for a possible
spatial micrometre-level biomarker for future development of diagnostic tools
against metastasis (spatial distribution of vimentin)
Recommended from our members
Millennium: big effort has produced statistical results
Millennium: big effort has
produced statistical result
Metastasising Fibroblasts Show an HDAC6-Dependent Increase in Migration Speed and Loss of Directionality Linked to Major Changes in the Vimentin Interactome
Metastasising cells express the intermediate filament protein vimentin, which is used to
diagnose invasive tumours in the clinic. We aimed to clarify how vimentin regulates the motility
of metastasising fibroblasts. STED super-resolution microscopy, live-cell imaging and quantitative
proteomics revealed that oncogene-expressing and metastasising fibroblasts show a less-elongated
cell shape, reduced cell spreading, increased cell migration speed, reduced directionality, and stronger
coupling between these migration parameters compared to normal control cells. In total, we identified
and compared 555 proteins in the vimentin interactome. In metastasising cells, the levels of keratin 18
and Rab5C were increased, while those of actin and collagen were decreased. Inhibition of HDAC6
reversed the shape, spreading and migration phenotypes of metastasising cells back to normal.
Inhibition of HDAC6 also decreased the levels of talin 1, tropomyosin, Rab GDI β, collagen and
emilin 1 in the vimentin interactome, and partially reversed the nanoscale vimentin organisation
in oncogene-expressing cells. These findings describe the changes in the vimentin interactome
and nanoscale distribution that accompany the defective cell shape, spreading and migration of
metastasising cells. These results support the hypothesis that oncogenes can act through HDAC6 to
regulate the vimentin binding of the cytoskeletal and cell–extracellular matrix adhesion components
that contribute to the defective motility of metastasising cells
Breast Cancer knowledge, perceptions and practices in a rural Community in Coastal Kenya
Background: Data on breast healthcare knowledge, perceptions and practice among women in rural Kenya is limited. Furthermore, the role of the male head of household in influencing a woman’s breast health seeking behavior is also not known. The aim of this study was to assess the knowledge, perceptions and practice of breast cancer among women, male heads of households, opinion leaders and healthcare providers within a rural community in Kenya. Our secondary objective was to explore the role of male heads of households in influencing a woman’s breast health seeking behavior.
Methods: This was a mixed method cross-sectional study, conducted between Sept 1st 2015 Sept 30th 2016. We administered surveys to women and male heads of households. Outcomes of interest were analysed in Stata ver 13 and tabulated against gender. We conducted six focus group discussions (FGDs) and 22 key informant interviews (KIIs) with opinion leaders and health care providers, respectively. Elements of the Rapid Assessment Process (RAP) were used to guide analysis of the FGDs and the KIIs.
Results: A total of 442 women and 237 male heads of households participated in the survey. Although more than 80% of respondents had heard of breast cancer, fewer than 10% of women and male heads of households had knowledge of 2 or more of its risk factors.
More than 85% of both men and women perceived breast cancer as a very serious illness. Over 90% of respondents would visit a health facility for a breast lump.
Variable recognition of signs of breast cancer, limited decision- autonomy for women, a preference for traditional healers, lack of trust in the health care system, inadequate access to services, limited early-detection services were the six themes that emerged from the FGDs and the KIIs. There were discrepancies between the qualitative and quantitative data for the perceived role of the male head of household as a barrier to seeking breast health care.
Conclusions: Determining level of breast cancer knowledge, the characteristics of breast health seeking behavior and the perceived barriers to accessing breast health are the first steps in establishing locally relevant intervention programs
Genetic association study of QT interval highlights role for calcium signaling pathways in myocardial repolarization.
The QT interval, an electrocardiographic measure reflecting myocardial repolarization, is a heritable trait. QT prolongation is a risk factor for ventricular arrhythmias and sudden cardiac death (SCD) and could indicate the presence of the potentially lethal mendelian long-QT syndrome (LQTS). Using a genome-wide association and replication study in up to 100,000 individuals, we identified 35 common variant loci associated with QT interval that collectively explain ∼8-10% of QT-interval variation and highlight the importance of calcium regulation in myocardial repolarization. Rare variant analysis of 6 new QT interval-associated loci in 298 unrelated probands with LQTS identified coding variants not found in controls but of uncertain causality and therefore requiring validation. Several newly identified loci encode proteins that physically interact with other recognized repolarization proteins. Our integration of common variant association, expression and orthogonal protein-protein interaction screens provides new insights into cardiac electrophysiology and identifies new candidate genes for ventricular arrhythmias, LQTS and SCD
Targets of the Entamoeba histolytica Transcription Factor URE3-BP
The Entamoeba histolytica transcription factor Upstream Regulatory Element 3-Binding Protein (URE3-BP) is a calcium-responsive regulator of two E. histolytica virulence genes, hgl5 and fdx1. URE3-BP was previously identified by a yeast one-hybrid screen of E. histolytica proteins capable of binding to the sequence TATTCTATT (Upstream Regulatory Element 3 (URE3)) in the promoter regions of hgl5 and fdx1. In this work, precise definition of the consensus URE3 element was performed by electrophoretic mobility shift assays (EMSA) using base-substituted oligonucleotides, and the consensus motif validated using episomal reporter constructs. Transcriptome profiling of a strain induced to produce a dominant-positive URE3-BP was then used to identify additional genes regulated by URE3-BP. Fifty modulated transcripts were identified, and of these the EMSA defined motif T[atg]T[tc][cg]T[at][tgc][tg] was found in over half of the promoters (54% p<0.0001). Fifteen of the URE3-BP regulated genes were potential membrane proteins, suggesting that one function of URE3-BP is to remodel the surface of E. histolytica in response to a calcium signal. Induction of URE3-BP leads to an increase in tranwell migration, suggesting a possible role in the regulation of cellular motility
Essential Surgery at the District Hospital: A Retrospective Descriptive Analysis in Three African Countries
In the first of two papers investigating surgical provision in eight district hospitals in Saharan African countries, Margaret Kruk and colleagues find low levels of surgical care provision suggesting unmet need for surgical services
Human Resource and Funding Constraints for Essential Surgery in District Hospitals in Africa: A Retrospective Cross-Sectional Survey
In the second of two papers investigating surgical provision in eight district hospitals in Saharan African countries, Margaret Kruk and colleagues describe the range of providers of surgical care and anesthesia and estimate the related costs
Increasing Access to Surgical Services in Sub-Saharan Africa: Priorities for National and International Agencies Recommended by the Bellagio Essential Surgery Group
In this Policy Forum, the Bellagio Essential Surgery Group, which was formed to advocate for increased access to surgery in Africa, recommends four priority areas for national and international agencies to target in order to address the surgical burden of disease in sub-Saharan Africa
- …