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基于动态统计的预测式外呼算法的设计与实现 被引量:4
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作者 李刚 李佳 谢良哲 《计算机科学与探索》 CSCD 北大核心 2017年第4期659-672,共14页
针对目前预测式外呼算法存在的不足,提出了一种把预测式外呼算法分成预测算法和动态统计两个模块的方法,可以从两个模块方向进行优化,两个方向都有许多优化方案,避免了只优化算法出现的瓶颈问题。统计模块根据当前状态和历史数据选择各... 针对目前预测式外呼算法存在的不足,提出了一种把预测式外呼算法分成预测算法和动态统计两个模块的方法,可以从两个模块方向进行优化,两个方向都有许多优化方案,避免了只优化算法出现的瓶颈问题。统计模块根据当前状态和历史数据选择各种统计策略进行统计,而不用考虑算法如何实现和对算法是否有用,还能根据算法建立的理论模型生成常用分布如指数分布、泊松分布、正态分布、卡方分布和伽马分布等的模拟随机数提供给算法使用。预测算法模块则基于排队论等理论模型提供了一种理论联系实际的高效算法,在提高坐席利用率的同时有效降低了电话呼损率。 展开更多
关键词 预测式外呼算法 动态统计 排队论 生灭过程 坐席利用率 电话呼损率
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Evolution from small molecule to nano-drug delivery systems:An emerging approach for cancer therapy of ursolic acid 被引量:7
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作者 Jingwei Shao Yifan Fang +6 位作者 Ruirui Zhao Fangmin Chen Mingyue Yang jiali jiang Zixuan Chen Xiaotian Yuan lee jia 《Asian Journal of Pharmaceutical Sciences》 SCIE CAS 2020年第6期685-700,共16页
Ursolic acid(UA),a natural pentacyclic triterpenoid,possesses widespread biological and pharmacological activities.However,drawbacks such as low bioavailability,poor targeting and rapid metabolism greatly hinder its f... Ursolic acid(UA),a natural pentacyclic triterpenoid,possesses widespread biological and pharmacological activities.However,drawbacks such as low bioavailability,poor targeting and rapid metabolism greatly hinder its further clinical application.Recently,with the development of nanotechnology,various UA nanosystems have emerged as promising strategies for effective cancer therapy.This article reviews various types of UA-based nanodelivery systems,primarily with emphasis placed on novel UA-based carrier-free nanodrugs,which are considered to be innovative methods for cancer therapy.Moreover,this review presents carrier-free nano-drugs that co-assembled of UA and photosensitizers that displayed synergistic antitumor performance.Finally,the article also describes the development and challenges of UA nanosystems for future research in this field.Overall,the information presented in this review will provide new insight into the rational utilization of nano-drugs in cancer therapy. 展开更多
关键词 Ursolic acid Nanosytems Carrier-free PHOTOSENSITIZER ANTICANCER
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Downregulation of KCTD12 contributes to melanoma stemness by modulating CD271 被引量:4
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作者 Weiyu Shen Yumei Li +7 位作者 Bifei Li Liping Zheng Xiaodong Xie Jingqing Le Yusheng Lu Tao Li Fan Chen lee jia 《Cancer Biology & Medicine》 SCIE CAS CSCD 2019年第3期498-513,共16页
Objective: Cancer metastasis remains the primary cause of cancer-related death worldwide.In a previous study, we found that levels of BTB/POZ domain-containing protein KCTD12 are lower in metastatic melanoma cells tha... Objective: Cancer metastasis remains the primary cause of cancer-related death worldwide.In a previous study, we found that levels of BTB/POZ domain-containing protein KCTD12 are lower in metastatic melanoma cells than in parental melanoma cells.The purpose of this study was to identify the roles of KCTD12 in cancer metastasis.Methods: The Cancer Genome Atlas(TCGA) datasets were used to evaluate the relationship between KCTD12 and skin cutaneous melanoma(SKCM) prognosis.The effects of endogenous KCTD12 on biological behaviors were examined using the MTT assay.The impacts of KCTD12 on melanoma stemness were explored using spheroid formation assay.KCTD12 knockout A375 cells were generated to confirm the inhibitory effect of KCTD12 on CD271, and a mouse metastatic model was used to determine the impact of KCTD12 on melanoma metastasis in vivo.Results: KCTD12 levels were lower in lung metastatic cells than in paired parental melanoma cells, and low KCTD12 expression indicated a poor prognosis in SKCM.Cancer metastasis-related capacities were higher in lung metastatic cells than in parental melanoma cells.Moreover, KCTD12 knockdown enhanced tumor growth and metastasis both in vitro and in vivo.Mechanistically, the interaction between KCTD12 and CD271 might be responsible for the stemness transformation after KCTD12 knockdown.Conclusions: This study identifies for the first time the role of the interaction between KCTD12 and CD271 in inducing melanoma cell stemness transformation.Moreover, KCTD12 repression enhances melanoma cell growth, adhesion, migration and invasion. 展开更多
关键词 KCTD12 MITF CD271 MELANOMA CANCER metastasis CANCER stem cell
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Combination of Se-methylselenocysteine,D-α-tocopheryl succinate,β-carotene,and L-lysine can prevent cancer metastases using as an adjuvant therapy
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作者 Yunlong CHENG Shu LIAN +5 位作者 Shuhui LI Yusheng LU Jie WANG Xiaoxiao DENG Shengyi ZHAI lee jia 《Journal of Zhejiang University-Science B(Biomedicine & Biotechnology)》 SCIE CAS CSCD 2022年第11期943-956,共14页
Objective:Primary tumor treatment through surgical resection and adjuvant therapy has been extensively studied,but there is a lack of effective strategies and drugs for the treatment of tumor metastases.Here,we descri... Objective:Primary tumor treatment through surgical resection and adjuvant therapy has been extensively studied,but there is a lack of effective strategies and drugs for the treatment of tumor metastases.Here,we describe a functional product based on a combination of compounds,which can be used as an adjuvant therapy and has well-known mechanisms for inhibiting cancer metastases,improving anti-cancer treatment,and enhancing immunity and antioxidant capacity.Our designed combination,named MVBL,consists of four inexpensive compounds:L-selenium-methylselenocysteine(MSC),D-α-tocopheryl succinic acid(VES),β-carotene(β-Ca),and L-lysine(Lys).Methods:The effects of MVBL on cell viability,cell cycle,cell apoptosis,cell migration,cell invasion,reactive oxygen species(ROS),and paclitaxel(PTX)-combined treatment were studied in vitro.The inhibition of tumor metastasis,antioxidation,and immune enhancement capacity of MVBL were determined in vivo.Results:MVBL exhibited higher toxicity to tumor cells than to normal cells.It did not significantly affect the cell cycle of cancer cells,but increased their apoptosis.Wound healing,adhesion,and transwell assays showed that MVBL significantly inhibited tumor cell migration,adhesion,and invasion.MVBL sensitized MDA-MB-231 breast cancer cells to PTX,indicating that it can be used as an adjuvant to enhance the therapeutic effect of chemotherapy drugs.In mice,experimental data showed that MVBL inhibited tumor metastasis,prolonged their survival time,and enhanced their antioxidant capacity and immune function.Conclusions:This study revealed the roles of MVBL in improving immunity and antioxidation,preventing tumor growth,and inhibiting metastasis in vitro and in vivo.MVBL may be used as an adjuvant drug in cancer therapy for improving the survival and quality of life of cancer patients. 展开更多
关键词 Cancer prevention Cancer metastases Selenium(Se) Combination of drugs Nutrition
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Potentials of ribosomopathy gene as pharmaceutical targets for cancer treatment
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作者 Mengxin Wang Stephen Vulcano +7 位作者 Changlu Xu Renjian Xie Weijie Peng Jie Wang Qiaojun Liu lee jia Zhi Li Yumei Li 《Journal of Pharmaceutical Analysis》 SCIE CAS CSCD 2024年第3期308-320,共13页
Ribosomopathies encompass a spectrum of disorders arising from impaired ribosome biogenesis and reduced functionality.Mutation or dysexpression of the genes that disturb any finely regulated steps of ribosome biogenes... Ribosomopathies encompass a spectrum of disorders arising from impaired ribosome biogenesis and reduced functionality.Mutation or dysexpression of the genes that disturb any finely regulated steps of ribosome biogenesis can result in different types of ribosomopathies in clinic,collectively known as ribosomopathy genes.Emerging data suggest that ribosomopathy patients exhibit a significantly heightened susceptibility to cancer.Abnormal ribosome biogenesis and dysregulation of some ribosomopathy genes have also been found to be intimately associated with cancer development.The correlation between ribosome biogenesis or ribosomopathy and the development of malignancies has been well established.This work aims to review the recent advances in the research of ribosomopathy genes among human cancers and meanwhile,to excavate the potential role of these genes,which have not or rarely been reported in cancer,in the disease development across cancers.We plan to establish a theoretical framework between the ribosomopathy gene and cancer development,to further facilitate the potential of these genes as diagnostic biomarker as well as pharmaceutical targets for cancer treatment. 展开更多
关键词 Ribosome biogenesis Ribosomopathy gene Cancer treatment target Pharmaceutical target
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Achyranthes bidentata polysaccharide can safely prevent NSCLC metastasis via targeting EGFR and EMT 被引量:6
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作者 Chunlian Zhong Jingyi Yang +7 位作者 Yusheng Lu Huanzhang Xie Shengyi Zhai Chen Zhang Zhiying Luo Xuanchen Chen Xuanmo Fang lee jia 《Signal Transduction and Targeted Therapy》 SCIE CSCD 2020年第1期982-985,共4页
Dear Editor,Cancer metastasis,dissemination of cancer cells from primary tumors to distant sites,attributes to 90%cancer-related death.1 Although the targeted therapies,bio-nanomaterial-based target delivery,and the c... Dear Editor,Cancer metastasis,dissemination of cancer cells from primary tumors to distant sites,attributes to 90%cancer-related death.1 Although the targeted therapies,bio-nanomaterial-based target delivery,and the consequent adoption of the so-called personalized medicine have obtained notable achievements in some cancers,significant problems still exist with these approaches.2 There are hardly any cancer therapeutic agents that can interfere with metastasized cancer.In recent times,we proposed a novel concept,namely cancer metastasis chemoprevention,which is different from the existing cancer chemotherapy and cancer chemoprevention.Cancer metastasis chemoprevention aims at safely preventing circulating tumor cells(CTCs)and related molecules from gemmating into the metastatic tissues.The strategy does not intend to kill cancer cells as cancer chemotherapy does,nor to aimlessly prevent cancers from carcinogenesis as cancer chemoprevention does. 展开更多
关键词 METASTASIS prevention CHEMOTHERAPY
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NOL7 facilitates melanoma progression and metastasis 被引量:3
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作者 Yumei Li Chunlian Zhong +7 位作者 Jie Wang Fan Chen Weiyu Shen Bifei Li Ning Zheng Yusheng Lu Vladimir L.Katanaev lee jia 《Signal Transduction and Targeted Therapy》 SCIE CSCD 2021年第11期3171-3173,共3页
Dear Editor,Metastasis is the cause of most fatalities in cancer patients and remains the phenomenon poorly understood mechanistically. Deciphering of the regulatory networks underlying the cancer cell metastasis is u... Dear Editor,Metastasis is the cause of most fatalities in cancer patients and remains the phenomenon poorly understood mechanistically. Deciphering of the regulatory networks underlying the cancer cell metastasis is urgently needed. Nucleolar protein 7 (NOL7) has been reported to function as a tumor suppressor in cervical cancer.1 Our current study reveals a novel tumor-promoting capacity of NOL7 in melanoma. We first detected that NOL7 expression is upregulated in metastatic melanoma as compared with its expression at the primary site through isobaric tag for relative and absolute quantitation proteomic screening, further confirming this finding with the analysis of NOL7 protein and messenger RNA (mRNA) levels (Supplementary Fig. S1). Importantly, NOL7 expression increased with the disease progression from benign nevus to primary melanoma and further to metastatic melanoma (Fig. 1a and Supplementary Fig. S1d). Previous studies have shown that melanoma is commonly associated with the amplification of the chromosome region 6p, particularly 6p21–23, where the NOL7 gene resides, and that this region frequently undergoes heterozygous loss in cervical cancer.2 It might therefore be predicted that NOL7 exhibits a different expression pattern and plays different roles in melanoma and cervical cancer. 展开更多
关键词 MELANOMA METASTASIS ABSOLUTE
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Cancer metastasis chemoprevention prevents circulating tumour cells from germination 被引量:2
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作者 Xiaodong Xie Yumei Li +2 位作者 Shu Lian Yusheng Lu lee jia 《Signal Transduction and Targeted Therapy》 SCIE CSCD 2022年第11期4053-4068,共16页
The war against cancer traces back to the signature event half-a-century ago when the US National Cancer Act was signed into law.The cancer crusade costs trillions with disappointing returns,teasing the possibility of... The war against cancer traces back to the signature event half-a-century ago when the US National Cancer Act was signed into law.The cancer crusade costs trillions with disappointing returns,teasing the possibility of a new breakthrough.Cure for cancer post-metastases still seems tantalisingly out of reach.Once metastasized,cancer-related death is extremely difficult,if not impossible,to be reversed.Here we present cancer pre-metastasis chemoprevention strategy that can prevent circulating tumour cells(CTCs)from initiating metastases safely and effectively,and is disparate from the traditional cancer chemotherapy and cancer chemoprevention.Deep learning of the biology of CTCs and their disseminating organotropism,complexity of their adhesion to endothelial niche reveals that if the adhesion of CTCs to their metastasis niche(the first and the most important part in cancer metastatic cascade)can be pharmaceutically interrupted,the lethal metastatic cascade could be prevented from getting initiated.We analyse the key inflammatory and adhesive factors contributing to CTC adhesion/germination,provide pharmacological fundamentals for abortifacients to intervene CTC adhesion to the distant metastasis sites.The adhesion/inhibition ratio(AIR)is defined for selecting the best cancer metastasis chemopreventive candidates.The successful development of such new therapeutic modalities for cancer metastasis chemoprevention has great potential to revolutionise the current ineffective post-metastasis treatments. 展开更多
关键词 METASTASIS PREVENTION reversed
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Author Correction:Achyranthes bidentata polysaccharide can safely prevent NSCLC metastasis via targeting EGFR and EMT 被引量:1
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作者 Chunlian Zhong Jingyi Yang +7 位作者 Yusheng Lu Huanzhang Xie Shengyi Zai Chen Zhang Zhiying Luo Xuanchen Chen Xuanmo Fang lee jia 《Signal Transduction and Targeted Therapy》 SCIE CSCD 2020年第1期470-470,共1页
In the process of collating the raw data,the authors noticed one inadvertent mistake in Fig.1 that need to be corrected.1 The correct data are provided as follows.The key findings of the article are not affected by th... In the process of collating the raw data,the authors noticed one inadvertent mistake in Fig.1 that need to be corrected.1 The correct data are provided as follows.The key findings of the article are not affected by these corrections. 展开更多
关键词 METASTASIS NSCLC CORRECTION
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