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3D ultrasound imaging has become one of the common diagnosis ways to assess scoliosis since it is radiation-free, real-time, and low-cost. Spine curvature angle measurement is an important step to assess scoliosis precisely. One way to calculate the angle is using the vertebrae features of the 2-D coronal images to identify the most tilted vertebrae. To do the measurement, the segmentation of the transverse vertebrae is an important step. In this paper, we propose a dual-task ultrasound transverse vertebrae segmentation network (D-TVNet) based on U-Net. First, we arrange an auxiliary shape regularization network to learn the contour segmentation of the bones. It improves the boundary segmentation and anti-interference ability of the U-Net by fusing some of the features of the auxiliary task and the main task. Then, we introduce the atrous spatial pyramid pooling (ASPP) module to the end of the down-sampling stage of the main task stream to improve the relative feature extraction ability. To further improve the boundary segmentation, we extendedly fuse the down-sampling output features of the auxiliary network in the ASPP. The experiment results show that the proposed D-TVNet achieves the best dice score of 86.68% and the mean dice score of 86.17% based on cross-validation, which is an improvement of 5.17% over the baseline U-Net. An automatic ultrasound spine bone segmentation network with promising results has been achieved., (Copyright © 2021 Elsevier Ltd. All rights reserved.)

Ophiopogon japonicus (Linn. f.) Ker-Gawl (O. japonicas), mainly cultivated in Sichuan and Zhejiang province in China, has different bioactive components and therefore their pharmacological activities. To explain the different clinical efficacy of O. japonicas derived preparations, herein we report differences of pharmacological activities between Sichuan and Zhejiang O. japonicas and behind them the exact differences of bioactive components. Based on a LC/MS-IT-TOF method, the differences of bioactive components between Sichuan and Zhejiang O. japonicas extracts were analyzed and respective characteristic components were picked out. We determined 39 ophiopogonones and 71 ophiopogonins compounds in Sichuan and Zhejiang O. japonicas extracts and found the contents of these compositions have several times difference. Evidenced by experimental data of pharmacological activities in inhibiting cardiomyocyte damage induced by H 2 O 2 , mouse macrophage cell inflammation induced by lipopolysaccharide and cytotoxicity in vitro, Zhejiang O. japonicas extract had a stronger antioxidant and anti-inflammatory capacity than Sichuan O. japonicas extract, and the two O. japonicas extracts exhibited selective cytotoxicity on different cancer cell lines in vitro. These data shed light on the links between bioactive components and pharmacological activities of O. japonicas derived preparations. Thus, geographical origin of O. japonicas should be considered to be a key factor in efficacy studies and further clinical application., (Copyright © 2017 Elsevier B.V. All rights reserved.)

We have previously reported a facile and convenient method for the preparation of a new type of lactose-CdSeS/ZnS quantum dots conjugates (Lac-QDs) that exhibit biocompatibility, noncytotoxicity and specificity to leukocytes. In order to further study the carbohydrate-protein interactions, a series of Lac-QDs with different lactose densities and a PEGylated (n=3) lactose-QDs conjugate (LacPEG-QDs) with more flexible sugar ligands were prepared. The amount of the sugar molecules on QDs can be determined by NMR, which was in agreement with the results from TGA determination. The formula of the conjugates was determined with ICP-OES. The interactions between the conjugated QDs and the PNA protein were measured using SPR, which revealed that higher lactose density favored binding affinity under the same concentration, and Lac-QDs exhibit higher affinity than LacPEG-QDs. We further used a solid phase assay to assess the anti-adhesion activity of Lac-QDs and LacPEG-QDs on the cell level. The results showed that Lac-QDs had stronger activity in preventing THP1 from adhering to HUVEC than LacPEG-QDs, which was consistent with the SPR results. We reasoned that decrease in the conformational entropy induced by appropriate restriction of sugar flexibility could enhance the binding affinity of glyco-QDs, which implies that entropy change may be the main contributor to the interaction between high valent glyco-QDs and protein. The fabrication of lactose on QDs provides a fluorescent multivalent carbohydrate probe that can be used as mimics of glycoprotein for the study of carbohydrate-protein interactions and cell imaging., (Copyright (c) 2010 Elsevier Ltd. All rights reserved.)