Computer vision supported pedestrian tracking: A demonstration on trail bridges in rural Rwanda.

Trail bridges can improve access to critical services such as health care, schools, and markets. In order to evaluate the impact of trail bridges in rural Rwanda, it is helpful to objectively know how and when they are being used. In this study, we deployed motion-activated digital cameras across several trail bridges installed by the non-profit Bridges to Prosperity. We conducted and validated manual counting of bridge use to establish a ground truth. We adapted an open source computer vision algorithm to identify and count bridge use reflected in the digital images. We found a reliable correlation with less than 3% error bias of bridge crossings per hour between manual counting and those sites at which the cameras logged short video clips. We applied this algorithm across 186 total days of observation at four sites in fall 2019, and observed a total of 33,800 daily bridge crossings ranging from about 20 to over 1,100 individual uses per day, with no apparent correlation between daily or total weekly rainfall and bridge use, potentially indicating that transportation behaviors, after a bridge is installed, are no longer impacted by rainfall conditions. Higher bridge use was observed in the late afternoons, on market and church days, and roughly equal use of the bridge crossings in each direction. These trends are consistent with the design-intent of these bridges.

Prelinguistic agents will form only egocentric representations.

The representations formed by the ventral and dorsal streams of a prelinguistic agent will tend to be too qualitatively similar to support the distinct roles required by PREDICATE(x) structure. We suggest that the attachment of qualities to objects is not a product of the combination of these separate processing streams, but is instead a part of the processing required in each. In addition, we suggest that the formation of objective predicates is inextricably bound up with the emergence of language itself, and so cannot be cleanly identified with any prelinguistic cognitive capacities.

Expression and activation of TGF-beta isoforms in acute allergen-induced remodelling in asthma.

BACKGROUND: Airway wall remodelling and inflammation are features of chronic asthma. Transforming growth factor beta (TGF-beta) has been implicated in these processes. AIM: To determine the effect of allergen challenge on airway inflammation and remodelling and whether TGF-beta isoforms and the Smad signalling pathways are involved. METHODS: Thirteen patients with atopic asthma underwent inhalational challenge with 0.9% saline, followed by allergen 3-4 weeks later. After both challenges, fibreoptic bronchoscopy was undertaken to obtain bronchial biopsies and tissue samples were processed for immunohistochemistry and examined by microscopy. RESULTS: Forced expiratory volume in 1 s (FEV(1)) fell after allergen challenge (mean (SE) -28.1 (0.9)% at 30 min with a late response at 7 hours (-23.0 (1.2)%). Allergen challenge caused an increase in neutrophils and eosinophils in the bronchial mucosa compared with saline. Sub-basement membrane (SBM) thickness did not change after allergen, but tenascin deposition in SBM was increased. Intranuclear (activated) Smad 2/3 and Smad 4 detected by immunohistochemistry were increased after allergen challenge in epithelial and subepithelial cells of bronchial biopsies. No inhibitory Smad (Smad 7) protein was detected. TGF-beta isoforms 1, 2 and 3 were expressed predominantly in bronchial epithelium after saline and allergen challenges, but only TGF-beta(2) expression was increased after allergen. Double immunostaining showed an increase in TGF-beta(2) positive eosinophils and neutrophils but not in TGF-beta(1) positive eosinophils and neutrophils after allergen challenge. CONCLUSIONS: TGF-beta(2) may contribute to the remodelling changes in allergic asthma following single allergen exposure.

Nature of airway inflammation and remodeling in chronic cough.

BACKGROUND: Chronic cough may be a result of asthma and non-asthma causes, but it is unclear whether there are specific inflammatory or remodeling changes. OBJECTIVE: We determined airway mucosal changes in patients presenting with asthmatic cough and cough associated with non-asthmatic causes. METHODS: Patients with chronic cough of non-asthmatic (n=33; postnasal drip/rhinitis in 6, gastroesophageal reflux in 5, bronchiectasis in 3, and idiopathic in 19) and asthmatic (n=14) causes and 15 healthy controls underwent fiberoptic bronchoscopy. Morphometry of bronchial biopsies and capsaicin cough sensitivity were assessed. RESULTS: Compared with controls, submucosal eosinophils and neutrophils were increased in patients with asthmatic cough (P<.005) and submucosal mast cells in patients with non-asthmatic cough (P=.01). Sub-basement membrane thickness, goblet cell area, vascularity, and vessel size were also increased in both groups. Smooth muscle area was higher only in patients with non-asthmatic cough (P=.0007 vs control and P=.019 vs asthmatic cough). None of the pathologic changes were related to the duration of coughing. Cough sensitivity was heightened in patients with non-asthmatic cough compared with controls and patients with asthmatic cough. The degree of goblet cell hyperplasia and epithelial shedding positively correlated with cough sensitivity in patients with non-asthmatic cough (r=0.43; P=.01; and r=0.40; P=.02, respectively). CONCLUSION: Features of airway wall remodeling are prominent in the airways with non-asthmatic as well as asthmatic cough. These are linked to chronic cough rather than to asthma. Mast cell hyperplasia rather than eosinophilia is distinctive for non-asthmatic cough.

Identification and expression of a new type II transmembrane protein in human mast cells.

A cDNA encoding a new type II transmembrane protein has been isolated from human mast cells by subtraction cloning. This cDNA contains an open reading frame of 186 amino acids. RT-PCR analysis showed that this gene is differentially expressed in mast cells. Therefore, the peptide encoded by this gene was termed mast cell-expressed membrane protein 1 (MCEMP1). The MCEMP1 gene contains seven exons and was mapped to human chromosome 19p13.3. The epitope-tagged MCEMP1 has been expressed in mammalian cells and found to be localized to the cellular membrane with its C-terminus extending to the outside of the membrane and N-terminus into the cytoplasmic compartment. Monoclonal antibodies against MCEMP1 were generated and characterized by immunoprecipitation and FACS. The results showed that the native MCEMP1 is expressed in cord blood-derived mast cells and HMC-1 and THP-1 cell lines, but not in other cell types that we have tested. Immunochemical staining of human lung sections showed that MCEMP1 staining is specifically associated with lung mast cells.

Expression and activity of histone deacetylases in human asthmatic airways.

Asthma is a chronic inflammatory disease that is characterized by increased expression of multiple inflammatory genes. Chromatin modification plays a critical role in the regulation of these genes. Acetyaltion of histones by histone acetyltransferases (HATs) is associated with increased gene transcription, whereas hypocetylation induced by histone deacetylases (HDACs) is associated with suppression of gene expression. We have examined the expression and activity of HATs and HDACs in bronchial biopsies from normal subjects and subjects with asthma. There was no difference in the site of HDAC1-HDAC6 expression between normal subjects and subjects with asthma, but subjects with asthma had reduced HDAC enzymatic activity and reduced HDAC1 and HDAC2 protein expression, as measured by Western blotting. In contrast, subjects with asthma treated with inhaled steroids were found to have greater HDAC activity than untreated subjects with asthma, although still lower than control subjects. In contrast, although there was no change in the site of HAT (CREB binding protein and p300/CREB binding protein-associated factor) expression, HAT activity was increased in subjects with asthma. HAT activity was reduced to control levels in subjects with asthma treated with inhaled steroids. The increase in HAT activity and reduced HDAC activity in asthma may underlie the increased expression of multiple inflammatory genes, and this is reversed, at least in part, by treatment with inhaled steroids.

Effect of acute and chronic inflammatory stimuli on expression of protease-activated receptors 1 and 2 in alveolar macrophages.

BACKGROUND: Protease-activated receptors 1 and 2 (PAR-1 and PAR-2) are 7-transmembrane G protein-coupled receptors activated by serine proteases in many cell types, including monocytes-macrophages, leading to the production of pro-inflammatory mediators, cytokines, and growth factors. OBJECTIVE: We determined the influence of chronic smoking and asthma on the expression of PAR-1 and PAR-2 receptors on alveolar macrophages (AMs). METHODS: We used RT-PCR and immunocytochemistry with confocal microscopy to determine mRNA and protein expression of PAR-1 and PAR-2 in AMs obtained from healthy smokers, asthmatic patients, and healthy subjects. In addition, we examined the effect of IL-1beta and LPS. RESULTS: PAR1 mRNA was decreased, whereas PAR2 mRNA was increased in 24-hour cultured AMs from smokers when compared with values in AMs from healthy subjects. Paradoxically, there was a higher degree of PAR-1 protein staining in AMs from smokers, whereas PAR-2 staining was similar in smokers and healthy subjects. PAR-1 and PAR-2 mRNA and protein expression were similar in asthmatic patients and control subjects. IL-1beta and LPS had no effect on PAR1 and PAR2 gene expression by AMs. CONCLUSIONS: There is a dissociation between gene and protein expression of PAR-1 and PAR-2. PAR-1 protein overexpression in AMs from smokers might be important in the pathophysiology of chronic airways disease.