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View-invariant human action recognition via robust locally adaptive multi-view learning

Jia-geng FENG,Jun XIAO

《信息与电子工程前沿（英文）》 2015年第16卷第11期页码 917-920 doi: 10.1631/FITEE.1500080

摘要： Human action recognition is currently one of the most active research areas in computer vision. It has been widely used in many applications, such as intelligent surveillance, perceptual interface, and content-based video retrieval. However, some extrinsic factors are barriers for the development of action recognition; e.g., human actions may be observed from arbitrary camera viewpoints in realistic scene. Thus, view-invariant analysis becomes important for action recognition algorithms, and a number of researchers have paid much attention to this issue. In this paper, we present a multi-view learning approach to recognize human actions from different views. As most existing multi-view learning algorithms often suffer from the problem of lacking data adaptiveness in the nearest neighborhood graph construction procedure, a robust locally adaptive multi-view learning algorithm based on learning multiple local L1-graphs is proposed. Moreover, an efficient iterative optimization method is proposed to solve the proposed objective function. Experiments on three public view-invariant action recognition datasets, i.e., ViHASi, IXMAS, and WVU, demonstrate data adaptiveness, effectiveness, and efficiency of our algorithm. More importantly, when the feature dimension is correctly selected (i.e.,>60), the proposed algorithm stably outperforms state-of-the-art counterparts and obtains about 6% improvement in recognition accuracy on the three datasets.

关键词： View-invariant Action recognition Multi-view learning L1-norm Local learning

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PD-1/PD-L1 blockade in cervical cancer: current studies and perspectives

Yumeng Wang, Guiling Li

《医学前沿（英文）》 2019年第13卷第4期页码 438-450 doi: 10.1007/s11684-018-0674-4

摘要： Cervical cancer (CC) is the fourth most commonly diagnosed female malignancy and a leading cause of cancer-related mortality worldwide, especially in developing countries. Despite the use of advanced screening and preventive vaccines, more than half of all CC cases are diagnosed at advanced stages, when therapeutic options are extremely limited and side effects are severe. Given these circumstances, new and effective treatments are needed. In recent years, exciting progress has been made in immunotherapies, including the rapid development of immune checkpoint inhibitors. Checkpoint blockades targeting the PD-1/PD-L1 axis have achieved effective clinical responses with acceptable toxicity by suppressing tumor progression and improving survival in several tumor types. In this review, we summarize recent advances in our understanding of the PD-1/PD-L1 signaling pathway, including the expression patterns of PD-1/PD-L1 and potential PD-1/PD-L1-related therapeutic strategies for CC.

关键词： PD-1 PD-L1 immune checkpoint blockade antibody immunotherapy cervical cancer

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Metabolic interventions combined with CTLA-4 and PD-1/PD-L1 blockade for the treatment of tumors: mechanisms

《医学前沿（英文）》页码 805-822 doi: 10.1007/s11684-023-1025-7

摘要： Immunotherapies based on immune checkpoint blockade (ICB) have significantly improved patient outcomes and offered new approaches to cancer therapy over the past decade. To date, immune checkpoint inhibitors (ICIs) of CTLA-4 and PD-1/PD-L1 represent the main class of immunotherapy. Blockade of CTLA-4 and PD-1/PD-L1 has shown remarkable efficacy in several specific types of cancers, however, a large subset of refractory patients presents poor responsiveness to ICB therapy; and the underlying mechanism remains elusive. Recently, numerous studies have revealed that metabolic reprogramming of tumor cells restrains immune responses by remodeling the tumor microenvironment (TME) with various products of metabolism, and combination therapies involving metabolic inhibitors and ICIs provide new approaches to cancer therapy. Nevertheless, a systematic summary is lacking regarding the manner by which different targetable metabolic pathways regulate immune checkpoints to overcome ICI resistance. Here, we demonstrate the generalized mechanism of targeting cancer metabolism at three crucial immune checkpoints (CTLA-4, PD-1, and PD-L1) to influence ICB therapy and propose potential combined immunotherapeutic strategies co-targeting tumor metabolic pathways and immune checkpoints.

关键词： CTLA-4 PD-1 PD-L1 immune checkpoint blockade (ICB) metabolic reprogramming combined tumor therapeutic strategies

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Activation of phagocytosis by immune checkpoint blockade

null

《医学前沿（英文）》 2018年第12卷第4期页码 473-480 doi: 10.1007/s11684-018-0657-5

摘要：

Inhibition of macrophage-mediated phagocytosis has emerged as an essential mechanism for tumor immune evasion. One mechanism inhibiting the innate response is the presence of the macrophage inhibitory molecule, signal regulatory protein-α (SIRPα), on tumor-associated macrophages (TAMs) and its cognate ligand cluster of differentiation 47 (CD47) on tumor cells in the tumor microenvironment. On the basis of a recently discovered programmed death protein 1 (PD-1) in TAMs, we discuss the potential inhibitory receptors that possess new functions beyond T cell exhaustion in this review. As more and more immune receptors are found to be expressed on TAMs, the corresponding therapies may also stimulate macrophages for phagocytosis and thereby provide extra anti-tumor benefits in cancer therapy. Therefore, identification of biomarkers and combinatorial therapeutic strategies, have the potential to improve the efficacy and safety profiles of current immunotherapies.

关键词： CD47 PD-1 PD-L1 immunotherapy TAM phagocytosis macrophage

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Influence and related mechanism of Retn gene expression on glucose uptake in 3T3-L1 cells

LI Yahui, DONG Shiyuan, YU Chao, JIANG Yu, LI Huaixing, SUN Shuhan

《医学前沿（英文）》 2007年第1卷第3期页码 269-273 doi: 10.1007/s11684-007-0051-1

摘要： The aim of this article was to investigate the influence and the related mechanism of the gene on glucose uptake and insulin resistance in 3T3-L1 cells. Radioimmunoassay was used to determine glucose uptake in 3T3-L1 cells with different gene expression levels, whether cells were stimulated by insulin or not. RT-PCR and real-time RT-PCR analysis were used to determine the mRNA levels of several glucose transport proteins in 3T3-L1 cells with different gene expression levels, including insulin receptor substrate-1(IRS-1), phosphatidylinositol 3-kinase (PI-3K), AKT-2, glucose transporter-4 (GLUT-4), p38 mitogen-activated protein kinase (p38MAPK) and glycogen synthase kinase-3b (GSK-3). The glucose uptake decreased with the increase in gene expression in 3T3-L1 cells, which was independent of whether the cells were stimulated by insulin or not. The mRNA expression of two signal proteins PI-3K and AKT-2 decreased and the other two signal proteins, GSK-3 and p38MAPK, increased with overexpression in 3T3-L1 cells. Resistin could induce insulin resistance in adipocytes, which might be related to the changes of some proteins in PI-3K and Ras pathways.

关键词： 3T3-L1 influence resistance receptor substrate-1 transport

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适用于低轨微小卫星的大视场红外地球敏感器

王昊1,王志远1,王本冬1,金仲和1,John L. CRASSIDIS2

《信息与电子工程前沿（英文）》 2021年第22卷第2期页码 141-286 doi: 10.1631/FITEE.1900358

摘要：红外地球敏感器广泛应用于卫星姿态确定和控制系统中。静态红外地球敏感器的主要缺点是视场较小，其典型视场约为20°至30°，可能不适用于近地轨道的微型卫星。设计了一种新型的小型红外地球敏感器，其视场接近180°。该地球敏感器包括全景环形透镜（PAL）和红外CMOS传感器。PAL镜头用于增强视场，从而从近地轨道获得完整的地球红外图像，据此提出一种补偿PAL引起的畸变和计算地球矢量的算法。新型红外地球敏感器结构紧凑，功耗低，精度高。利用ZDPS-2微小卫星获得在轨红外图像和模拟图像，评估新型红外地球敏感器的性能，实验表明其精度约为0.032°。

关键词：红外地球敏感器；微小卫星；姿态确定系统

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A block zero-padding method based on DCFT for L1 parameter estimations in weak signal and high dynamic

Chao WU,Lu-ping XU,Hua ZHANG,Wen-bo ZHAO

《信息与电子工程前沿（英文）》 2015年第16卷第9期页码 796-804 doi: 10.1631/FITEE.1500058

摘要： Weak L1 signal acquisition in a high dynamic environment primarily faces a challenge: the integration peak is negatively influenced by the possible bit sign reversal every 20 ms and the frequency error. The block accumulating semi-coherent integration of correlations (BASIC) is a state-of-the-art method, but calculating the inter-block conjugate products restricts BASIC in a low signal-to-noise ratio (SNR) acquisition. We propose a block zero-padding method based on a discrete chirp-Fourier transform (DCFT) for parameter estimations in weak signal and high dynamic environments. Compared with the conventional receiver architecture that uses closed-loop acquisition and tracking, it is more suitable for open-loop acquisition. The proposed method combines DCFT and block zero-padding. In this way, the post-correlation signal is coherently post-integrated with the bit sequence stripped off, and the high dynamic parameters are precisely estimated using the threshold set based on a false alarm probability. In addition, the detection performance of the proposed method is analyzed. Simulation results show that compared with the BASIC method, the proposed method can precisely detect the high dynamic parameters in lower SNR when the length of the received signal is fixed.

关键词： Threshold detection Discrete chirp-Fourier transform Block zero-padding High dynamic Weak L1 signal acquisition

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Molecular classification and precision therapy of cancer: immune checkpoint inhibitors

null

《医学前沿（英文）》 2018年第12卷第2期页码 229-235 doi: 10.1007/s11684-017-0581-0

摘要：

On May 23, 2017, the US Food and Drug Administration (FDA) approved a treatment for cancer patients with positive microsatellite instability-high (MSI-H) markers or mismatch repair deficient (dMMR) markers. This approach is the first approved tumor treatment using a common biomarker rather than specified tumor locations in the body. FDA previously approved Keytruda for treatment of several types of malignancies, such as metastatic melanoma, metastatic non-small-cell lung cancer, recurrent or metastatic head and neck cancer, refractory Hodgkin lymphoma, and urothelial carcinoma, all of which carry positive programmed death-1/programmed death-ligand 1 biomarkers. Therefore, indications of Keytruda significantly expanded. Several types of malignancies are disclosed by MSI-H status due to dMMR and characterized by increased neoantigen load, which elicits intense host immune response in tumor microenvironment, including portions of colorectal and gastric carcinomas. Currently, biomarker-based patient selection remains a challenge. Pathologists play important roles in evaluating histology and biomarker results and establishing detection methods. Taking gastric cancer as an example, its molecular classification is built on genome abnormalities, but it lacks acceptable clinical characteristics. Pathologists are expected to act as “genetic interpreters” or “genetic translators” and build a link between molecular subtypes with tumor histological features. Subsequently, by using their findings, oncologists will carry out targeted therapy based on molecular classification.

关键词： molecular classification precision medicine pembrolizumab PD-1/PD-L1 MSI-H

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of the agglomeration of crystals in the reactive crystallization of 5-(difluoromethoxy)-2-mercapto-1

Yongli WANG, Shuyuan MA, Xiaodong Lü, Chuang XIE

《化学科学与工程前沿（英文）》 2012年第6卷第4期页码 423-431 doi: 10.1007/s11705-012-1211-7

摘要： 5-(Difluoromethoxy)-2-mercapto-1 -benzimidazole (DMB) was precipitated by adding acetic acid to the DMB sodium salt solution. The spherical agglomeration of DMB during the reactive crystallization in a batch crystallizer was monitored by real-time Particle Video Microscope (PVM). We found that the low feeding rate of acetic acid, high crystallization temperature, low agitation rate or adding seed crystal can facilitate the formation of spherical agglomerates. By using a simple model, the mean crystal agglomerate size of DMB thus predicted is generally in agreement with the experimental data. In addition, the crystallization process of DMB was optimized by a new control strategy of supersaturation to avoid disadvantages brought by agglomeration.

关键词： 5-(difluoromethoxy)-2-mercapto-1H-benzimidazole (DMB) reactive crystallization agglomeration feeding rate crystallization temperature agitation rate

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基于Lü系统的移动机器人完成特殊情况下全覆盖路径规划的参数值选择策略 Research Article

李彩虹1,刘聪1,宋勇2,梁振英1

《信息与电子工程前沿（英文）》 2023年第24卷第2期页码 231-244 doi: 10.1631/FITEE.2200211

摘要：针对移动机器人完成特殊情况下的全覆盖路径规划（complete coverage path planning, CCPP）任务，基于Lü系统，提出一种构造混沌机器人的系统参数值综合选择策略，以满足特殊任务下遍历轨迹高随机性和高覆盖率的需求首先利用混沌系统必为耗散系统的特点，大致确定Lü系统成为耗散系统的参数取值范围；然后计算耗散系统下的李雅普诺夫指数谱，缩小系统参数的取值范围；其次画出这些参数下的相平面，大致判断其轨迹的拓扑分布特性；进一步在好的参数取值里与使用一组固定的经典参数值的Lü系统相比，经过综合方法选择参数值的系统，能挑选出李雅普诺夫指数大的变量来构造混沌机器人，从而使覆盖轨迹的随机性能更高。

关键词：混沌移动机器人；Lü系统；全覆盖路径规划；参数值选择策略；李雅普诺夫指数；皮尔逊相关系数

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解决一维材料黏附行为的实验方法综述 Review

James L. Mead, Shiliang Wang, Sören Zimmermann, Sergej Fatikow, Han Huang

《工程（英文）》 2023年第24卷第5期页码 39-72 doi: 10.1016/j.eng.2023.02.012

摘要：

一维(1D)材料(如纳米管和纳米线)的黏附行为在集成一维组件的新型器件以及基于一维阵列的仿生黏合剂的有效制造、功能和可靠性中起着决定性作用

关键词：界面粘附一维材料纳米线碳纳米管纳米操控表面力机械剥皮

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Application of StrucGP in medical immunology: site-specific -glycoproteomic analysis of macrophages

《医学前沿（英文）》 2023年第17卷第2期页码 304-316 doi: 10.1007/s11684-022-0964-8

摘要： The structure of N-glycans on specific proteins can regulate innate and adaptive immunity via sensing environmental signals. Meanwhile, the structural diversity of N-glycans poses analytical challenges that limit the exploration of specific glycosylation functions. In this work, we used THP-1-derived macrophages as examples to show the vast potential of a N-glycan structural interpretation tool StrucGP in N-glycoproteomic analysis. The intact glycopeptides of macrophages were enriched and analyzed using mass spectrometry (MS)-based glycoproteomic approaches, followed by the large-scale mapping of site-specific glycan structures via StrucGP. Results revealed that bisected GlcNAc, core fucosylated, and sialylated glycans (e.g., HexNAc₄Hex₅Fuc₁Neu5Ac₁, N₄H₅F₁S₁) were increased in M1 and M2 macrophages, especially in the latter. The findings indicated that these structures may be closely related to macrophage polarization. In addition, a high level of glycosylated PD-L1 was observed in M1 macrophages, and the LacNAc moiety was detected at Asn-192 and Asn-200 of PD-L1, and Asn-200 contained Lewis epitopes. The precision structural interpretation of site-specific glycans and subsequent intervention of target glycoproteins and related glycosyltransferases are of great value for the development of new diagnostic and therapeutic approaches for different diseases.

关键词： macrophage glycoproteome glycopeptides N-glycan structures PD-L1

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基于表位定向细胞库筛选高亲和力PD-1突变体诱骗分子 Article

刘昊, 乔春霞, 胡乃静, 王志宏, 王晶, 冯健男, 沈倍奋, 马远方, 罗龙龙

《工程（英文）》 2021年第7卷第11期页码 1557-1565 doi: 10.1016/j.eng.2020.11.011

摘要： PD-1/PD-L1信号通路在肿瘤微环境中可抑制T细胞活化，使其成为一个热门的抗癌靶点。野生型（wild type, WT）PD-1胞外结构域由于亲和力低而难以阻断PD-1/PD-L1复合物的形成。本文利用三维（3D）晶体复合结构分析了PD-1与PD-L1或PD-L2的相互作用。文中还报道了PD-1与其临床抗体Opdivo结合模式的理论研究。通过对PD-1及其配体（即PD-L1和PD-L2）或抗体Opdivo的理论结合分析，建立了PD-1的一个小库容量、表位定向的哺乳动物细胞文库。经过三轮细胞分选，筛选出对PD-L1有较高亲和力的PD-1突变体463（亲和力较野生型PD-1提高近3个数量级）。它对PD-1具有抑制作用，可阻止PD-1与PD-L1形成复合物，这与商品化的抗PD-L1抗体atezolizumab（ATE）的作用相似。

关键词：诱饵程序性细胞死亡蛋白-1 程序性细胞死亡配体-1 哺乳动物细胞文库表位定向

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智能手机成像的晶片上基于逆转录环介导等温扩增(RT-LAMP)技术的全血中HIV-1检测 Article

Gregory L. Damhorst,Carlos Duarte-Guevara,Weili Chen,Tanmay Ghonge,Brian T. Cunningham,Rashid Bashir

《工程（英文）》 2015年第1卷第3期页码 324-335 doi: 10.15302/J-ENG-2015072

摘要：

病毒载量测量对于人类免疫缺陷病毒 (HIV) 阳性患者长期临床护理来说是一个必不可少的工具。然而，考虑到病毒载量测量所需的仪器体积、成本和操作的复杂性，在医疗基础设施较差的偏远地区 (尤其是在被HIV感染人群比例较高的地区) 普及标准的病毒载量测量仪器是较为困难的。为提高该检测方法的普及性，人们已经开始开发可以进行即时检测的病毒载量检测平台，然而尚没有解决办法能够同时满足低成本、便携、易于操作等多种实际要求。本文通过运用微流体和微型硅晶片平台，对经过最低程度处理的含有HIV的全血样本进行了逆转录环介导等温扩增 (RT-LAMP)，并利用智能手机进行了荧光检测。集成实验检测结果表明，一滴约60 nL的反应液滴中仅有的3个病毒依然可以通过RT-LAMP技术被检测到，这相当于每微升全血样品中只有670个病毒。该技术在数字化RT-LAMP方法上具有重要意义，扩展该技术能够实现对HIV阳性患者在临床护理中采集指血进行病毒载量检测。研究结果显示，病毒载量检测过程所需的各个步骤，从血滴的准备到RT-LAMP反应的成像，都可以集成为晶片实验并且可以和移动设备兼容。

关键词：人类免疫缺陷病毒(HIV) 病毒载量环介导等温扩增智能手机即时检测

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Monitoring checkpoint inhibitors: predictive biomarkers in immunotherapy

Min Zhang, Jingwen Yang, Wenjing Hua, Zhong Li, Zenghui Xu, Qijun Qian

《医学前沿（英文）》 2019年第13卷第1期页码 32-44 doi: 10.1007/s11684-018-0678-0

摘要：

Immunotherapy has become the fourth cancer therapy after surgery, chemotherapy, and radiotherapy. In particular, immune checkpoint inhibitors are proved to be unprecedentedly in increasing the overall survival rates of patients with refractory cancers, such as advanced melanoma, non-small cell lung cancer, and renal cell carcinoma. However, inhibitor therapies are only effective in a small proportion of patients with problems, such as side effects and high costs. Therefore, doctors urgently need reliable predictive biomarkers for checkpoint inhibitor therapies to choose the optimal therapies. Here, we review the biomarkers that can serve as potential predictors of the outcomes of immune checkpoint inhibitor treatment, including tumor-specific profiles and tumor microenvironment evaluation and other factors.

关键词： immune checkpoint companion diagnosis PD-L1 tumor mutation burden immune score