GVC-Net: Global Vascular Context Network for Cerebrovascular Segmentation Using Sparse Labels

ObjectivesCerebrovascular disease is a serious threat to human health. Because of its high mortality and disability rate, early diagnosis and prevention are very important. The performance of existing cerebrovascular segmentation methods based on deep learning depends on the integrity of labels. However, manual labels are usually of low quality and poor connectivity at small blood vessels, which directly affects the cerebrovascular segmentation results.Material and methodIn this paper, we propose a new segmentation network to segment cerebral vessels from MRA images by using sparse labels. The long-distance dependence between vascular structures is captured by the global vascular context module, and the topology is constrained by the hybrid loss function to segment the cerebral vessels with good connectivity.ResultExperiments show that our method performed with a sensitivity, precision, dice similarity coefficient, intersection over union and centerline dice similarity coefficient of 61.24%, 75.58%, 67.66%, 51.13% and 83.79% respectively.ConclusionThe obtained results reveal that the proposed cerebrovascular segmentation network has better segmentation performance for cerebrovascular segmentation under sparse labels, and can suppress the noise of background to a certain extent.     

Expression of adiponectin in choroidal tissue and inhibition of laser induced choroidal neovascularization by adiponectin

The aim of this study was to investigate the role of adiponectin (APN) in a mouse model of laser induced choroidal neovascularization (CNV). We have shown by immunohistochemistry that the expression of APN, adiponectin receptor 1, adiponectin receptor 2 and T cadherin gradually increased from day 1 to day 7 post-laser in laser treated mice compared to controls. Recombinant APN (rAPN) was injected intraperitoneally (i.p., 25 microg/mouse) or intravitreally (2 microg/eye) in lasered mice. Another set of lasered mice received APN peptide via i.p. (75 microg/mouse) or intravitreal (30 microg/eye) route. Control mice received a similar treatment with PBS, control protein or control peptide after laser treatment. We found that in the i.p. and intravitreal injection of rAPN resulted in 78% and 68% inhibition respectively in the size of CNV complex compared to control mice. Similar results were observed when APN peptide was injected intravitreally or i.p. Treatment with rAPN or the peptide resulted in decreased levels of vascular endothelial growth factor. Thus, APN inhibited choroidal angiogenesis and may have therapeutic implications in the treatment of wet age related macular degeneration.     

Biodiversity and water quality variations in constructed wetland of Yongding River system

This research was carried on in constructed wetlands of Guan-Ting Reservoir, Beijing, China, from 2004 to 2005. The phytoplankon community was composed of 8 divisions (94 species, including genus and varieties) and the average cell density was 980.93× 10⁴ cells per liter. The dominant divisions were Chlorophyta (36.8%), Bacillariophyta (31.0%) and Cyanophyta (23.4%). The removal rate of phytoplankton density was 72.7%. There was a positive linear correlation between phytoplankon density and total phosphorus. Here, 7 families (13 species) of aquatic vasular plants were found, which constituted emerging and submerging macrophyte communities. In the wetland system, the zooplankton community consisted of Protozoa, Rotifera, Cladocera and Copepoda (70 species). The average density was 4883 individuals per liter. Protozoan and Rotifera were the dominant groups and the removal rate of their density was 81.9%. The correlation between zooplankton and phytoplankton presented a quadratic curve. Also, the zoobenthos community contained Olisochaeta, Uniramia, Crustacea and Mollusca (15 species). The average density was 5670 individuals per m² (62.3% was Uniramia) and the removal rate of their density was 92.4 %. The wetland system reduced COD_Mn, BOD₅, TN, NH_3-N, NO_3-N, TP (total phosphor), PO_4-P and SS in the water of Yong Ding River at 52.9%–99.1%.     

一个Ⅰ型遗传性淋巴水肿中国家系的VEGFR3基因的新突变方式

通过对国人Ⅰ型遗传性淋巴水肿一家系分子遗传学检测,报告VEGFR-3基因新突变。首先在Ⅰ型遗传性淋巴水肿对该家系进行致病基因的连锁分析,然后用DNA直接测序方法进行基因突变分析。连锁分析和单倍体分析确定该家系致病基因位于5q35.3,与Ⅰ型遗传性淋巴水肿连锁。VEGFR-3基因突变分析发现了一个新的错义突变D1055V,该错义突变在家系中共分离,且在100个正常对照组中未发现该序列改变。本研究首次报告了国内Ⅰ型遗传性淋巴水肿VEGFR-3基因新的错义突变D1055V,丰富了VEGFR-3基因基因突变谱,为今后开展遗传性淋巴水肿的基因诊断和遗传咨询奠定基础。     

Toll-like receptor 4 in atherosclerosis

Toll-like receptor 4 (TLR4) is key regulators of both innate and adaptive immune responses. TLR4 recognizes pathogen-associated molecular patterns (PAMPs) and activates the inflammatory cells. The function of TLR4 in atherosclerosis has been investigated in mouse knockout studies and epidemiological studies of human TLR4 polymorphisms. These studies have shown that TLR4 function affects the initiation and progression of atherosclerosis. This article reviews the biological functions and clinical implications of TLR4 in atherosclerosis.     

腹腔镜下子宫血管阻断术联合子宫肌瘤剜除术治疗子宫肌瘤的回顾性研究

摘要 目的：回顾性分析子宫肌瘤剜除术联合腹腔镜下子宫血管阻断术治疗子宫肌瘤的临床疗效。方法：分析2017年6月~2019年7月期间我院收治的子宫肌瘤患者的临床资料（n=150）。根据手术方法的不同将患者分为A组（腹腔镜下子宫肌瘤剜除术治疗,73例）和B组（腹腔镜下子宫血管阻断术联合子宫肌瘤剜除术治疗,77例）,对比两组术中、内分泌激素、术后恢复指标、妊娠情况、并发症发生率及复发率。结果：两组患者手术时间对比无统计学差异（P>0.05）,B组的术中出血量少于A组,术后排气时间、住院天数、下床活动时间短于A组（P<0.05）。A组术前、术后3个月、术后6个月黄体生成素(LH) 、卵泡刺激素(FSH) 、雌二醇(E₂) 水平组内对比无统计学差异（P>0.05）。B组术前、术后3个月、术后6个月E₂水平呈降低后升高趋势,LH、FSH水平呈升高后降低趋势（P<0.05）。B组术后3个月LH、FSH水平高于A组,E2水平低于A组（P<0.05）。与A组相比,B组的并发症发生率明显下降,组间对比有差异（P<0.05）。B组的妊娠率高于A组,子宫肌瘤复发率低于A组（P<0.05）。两组流产率组间对比无统计学差异（P>0.05）。结论：与单纯子宫肌瘤剜除术相比,结合腹腔镜下子宫血管阻断术治疗子宫肌瘤患者可减少术中出血量,促进患者术后恢复,降低并发症发生率及复发率,虽然其对卵巢功能有轻微、短暂性影响,但可逐步恢复,且有利于提高妊娠率。     

Retracted: Downregulated microRNA-224 aggravates vulnerable atherosclerotic plaques and vascular remodeling in acute coronary syndrome through activation of the TGF-β/Smad pathway

Recent studies have shown that circulating microRNAs (miRNA) play a critical role in diagnosing acute coronary syndrome (ACS). This study aims to investigate the effect of miR-224 on atherosclerotic plaques forming and vascular remodeling in ACS and its relationship with TGF-β/Smad pathway. Myocardial infarction (MI) rat model was established and lentivirus vector of miR-224 inhibitor was prepared for investigating the effect of downregulated miR-224 on the contents of nitric oxide (NO) and endothelin-1 (ET-1), blood lipid levels and inflammatory factor levels in serum as well as the TGF-β/Smad pathway. The rats suffering from MI had decreased survival rates and exhibited reduced levels of NO, high-density lipoprotein cholesterol, and lumen diameter, and Smad7 messenger RNA (mRNA) and protein expression; while had significantly increased ratio of heart weight or body weight, levels of ET-1, inflammatory factors, blood lipid indexes, vascular remodeling indexes, collagen volume fraction, vulnerable atherosclerotic plaque area, VCAM-1 and MMP-2 protein expression, TGF-β, Smad2, Smad3, and Smad4 mRNA and protein expression. After inhibiting the TGF-β/Smad pathway, the rats suffering from MI showed notably opposite trend. In conclusion, downregulation of miR-224 expression promotes the formation of vulnerable atherosclerotic plaques and vascular remodeling in ACS through activation of the TGF-β/Smad pathway. Therefore, this study provides a new therapeutic target for ACS.     

A novel microRNA signature predicts vascular invasion in hepatocellular carcinoma

Vascular invasion (VI) in hepatocellular carcinoma (HCC) is an important clinical parameter to predict survival. In this study, we collected microRNA (miRNA) expression data from HCC patients using The Cancer Genome Atlas database and identified a novel miRNA signature associated with VI. First, we categorized HCC patients into groups with or without VI (VI+ and VI−). We identified three miRNAs (miRNA-210, miRNA-10b, and miRNA-9-1) that were associated with VI according to a Kaplan–Meier analysis. This three-miRNA signature exhibited good predictive ability for VI in patients with HCC according to a receiver operating characteristic curve analysis at 1, 3, and 5 years. Patients with HCC with a high risk score exhibited a trend toward worse outcomes as determined by multivariable Cox regression and stratified analyses. This three-miRNA signature provides an accurate prediction of VI and can be used as an independent prognostic indicator for predicting VI in HCC patients.     

Expression profile of circular RNA in rat intimal hyperplasia and target gene prediction

Intimal hyperplasia is an important cause of stenosis or occlusion after vascular injury. Circular RNAs (circRNAs) are known to be related to various cardiovascular diseases. However, the expression profile of circRNAs in the neointima has not been reported in detail. In this study, we established a rat common carotid artery (CCA) injury model. A microarray detection showed significant differences in circRNA expression between the normal and injured CCA. Real-time quantitative polymerase chain reaction verified the differences. We used bioinformatics to predict the microRNAs that possibly interact with the differentially expressed (DE) circRNAs and linked the potential functions of circRNAs to the target genes of the microRNAs. We believe that the DE circRNA in neointima may affect the differentiation, proliferation, and migration of vascular cells through a variety of target genes. The intervention or utilization of certain circRNAs should be a new method for preventing and treating intimal hyperplasia.