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Retinal vein occlusion (RVO) is the second most common cause of vision loss after diabetic retinopathy due to retinal vascular disease. Retinal nonperfusion (RNP), identified on fluorescein angiograms (FA) and appearing as hypofluorescence regions, is one of the most significant characteristics of RVO. Quantification of RNP is crucial for assessing the severity and progression of RVO. However, in current clinical practice, it is mostly conducted manually, which is time-consuming, subjective, and error-prone. The purpose of this study is to develop fully automated methods for segmentation of RNP using convolutional neural networks (CNNs).

FA images from 161 patients were analyzed, and RNP areas were annotated by three independent physicians. The optimal method to use multi-physicians' labeled data to train the CNNs was evaluated. An adaptive histogram-based data augmentation method was utilized to boost the CNN performance. CNN methods based on context encoder module were developed for automated segmentatiement of RVO.
Macrophage infiltration into the lungs is a characteristic of pulmonary hypertension (PH). Glycolysis is the main metabolic pathway for macrophage activation. However, the effect of macrophage glycolysis on the development of PH remains unknown. We investigated the effect of 6-phosphofructo-2-kinase/fructose-2,6-bisphosphatase 3 (PFKBF3), a critical enzyme of macrophage glycolysis, on PH development.

Lung tissues from PH patients were examined by immunostaining with macrophage markers. PH was induced in Wistar rats with SU5416/hypoxia and in mice with hypoxia. Lungs and macrophages were isolated for analysis by RT-PCR, western blot, flow cytometry, and immunostaining.

Expression of glycolytic molecules was increased in circulating peripheral blood mononuclear cells (PBMCs) and lung macrophages of PH patients. These results were also found in lung macrophages of SU5416/hypoxia (Su/Hx)-induced PH rats and hypoxia-induced PH mice. PH was ameliorated in myeloid-specific Pfkfb3-deficient mice (Pfkfb3
) or mice treated with the PFKFB3 inhibitor 3PO, compared with their controls. Alveolar macrophages of PH Pfkfb3
mice produced lower levels of growth factors and pro-inflammatory cytokines than those of control mice. Circulating myeloid cells and lung myeloid cells were much fewer in PH Pfkfb3
mice than controls. Mechanistically, overexpression of Hif1a or Hif2a in bone marrow-derived macrophages (BMDMs) cultured with bone marrow of Pfkfb3
mice restored the decreased expression of pro-inflammatory cytokines and growth factors.

Myeloid Pfkfb3 deficiency protects mice from PH, thereby suggesting that myeloid PFKFB3 is one of the important targets in the therapeutic effect of PFKFB3 inhibition in PH treatment.
Myeloid Pfkfb3 deficiency protects mice from PH, thereby suggesting that myeloid PFKFB3 is one of the important targets in the therapeutic effect of PFKFB3 inhibition in PH treatment.The aim of this systematic review is to collect clinical trials conducted using essential oils (EOs) in obstetric symptoms by evaluating if and in which context the aromatherapy practice is effective in obstetrics. The research was conducted by using the databases of EMBASE, Medline, Biosis and Toxcenter, PubMed, and Google Scholar search engine, selecting articles from January 2004 to July 2020. This study was performed according to the MOOSE and PRISMA guidelines. Only the randomized clinical trials were considered, and in cases of multiple publications, it was considered the most up to date information. Biases were highlighted. In the presence of homogeneous data, pooling statistics and meta-analysis were applied. The research led to 71 articles, 17 of which were eligible. Among the trials selected, eight investigated the effectiveness of EOs on anxiety, depression, and stress. Two concerned the treatment of nausea and vomiting, six evaluated the application of EOs on labor for pain treatment, and two showed the effectiveness in the treatment of episiotomy. The heterogeneity of works carried out so far has made it possible to develop a meta-analysis only in the field of pain treatment during childbirth, identifying the effectiveness of the EOs Lavandula spp. and Rosa damascena.Roadside vegetation provides a multitude of ecosystem services, including pollutant remediation, runoff reduction, wildlife habitat, and aesthetic scenery. Establishment of permanent vegetation along paved roads after construction can be challenging, particularly within 1 m of the pavement. Adverse soil conditions could be one of the leading factors limiting roadside vegetation growth. In this study, we assessed soil physical and chemical properties along a transect perpendicular to the road at six microtopographic positions (road edge, shoulder, side slope, ditch, backslope, and field edge) along two highway segments near Beaver Crossing and Sargent, NE. At the Beaver Crossing site, Na concentration was 81 times, exchangeable Na 66 times, and cone index (compaction parameter) six times higher at the road-edge position (closest to the paved road and with sparse vegetation) compared to positions with abundant vegetation (ditch or field edge). At the Sargent site, Na concentration was 111 times, exchangeable Na 213 times, and cone index up to two times higher at the road-edge position compared with ditch or field-edge positions. Likewise, electrical conductivity was higher and macroaggregation and water infiltration were lower at the road edge than at the ditch or field-edge positions. Soil properties improved with increasing distance from the road. Exchangeable Na percentage and cone index at the road-edge position exceeded threshold levels for the growth of sensitive plants. Thus, high Na concentration and increased compaction at the road edge appear to be the leading soil properties limiting vegetation establishment along Nebraska highways.The development of natural antimicrobial agents has attracted long-term attention due to the increasing demand for food preservation. Terfenadine mouse Papaya, a widely cultivated nutritious tropical fruit, has benzyl isothiocyanate (BITC) as one of the most important secondary metabolites in its seeds. And the antibacterial activity of BITC toward different strains and the main antibacterial pathway remain unclear. The current study focused on characterizing the antibacterial effect and exploring the major bacteriostatic pathway of BITC. BITC was shown to have a broad-spectrum antibacterial effect, with a minimum inhibitory concentration of 1 µL/mL for Escherichia coli, Bacillus subtilis, and Aspergillus niger, and 0.5 µL/mL for Salmonella enterica, Staphylococcus aureus, and Penicillium citrinum. Additionally, BITC was identified to affect the integrity of the biological oxidation system rather than the permeability or morphology of cell membranes. Furthermore, BITC was found not only to affect ATP production but also to hinder a series of important chemical reactions of the coenzymes involved in the transfer of hydrogen ions in the respiratory chain.
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