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Therapeutic effect of intravesical or intratumoral injection of oncolysate transfected with recombinant vaccinia virus encoding human IL-2 gene on murine melanoma model 被引量:1
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作者 Bruce Acres 《中国实验血液学杂志》 CAS CSCD 1997年第3期317-317,共1页
Oncolysate, a debris of tumor cells, has been provento be effective in tumor active immunotherapy, it wasreported that the vaccinia virus, especially recombinantvaccinia viruses encoding human IL-2 (rVV-IL-2 ),enhance... Oncolysate, a debris of tumor cells, has been provento be effective in tumor active immunotherapy, it wasreported that the vaccinia virus, especially recombinantvaccinia viruses encoding human IL-2 (rVV-IL-2 ),enhanced the immunogenicity of transfected tumor cells.In this experiment, the murine melanoma cell B16-F10oncolysates trans fected by rVV-IL-2 (IL-2VBO) wereused as vaccine. The IL-2VBO or TK-VBO was preparedby incubating B16-F10 cells with rVV-IL-2 or rVV-TK 展开更多
关键词 melanoma ENCODING immunotherapy DEBRIS MURINE vaccine PROLONGED inhibited cytotoxicity markedly
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Immunogenicity and tumor-inhibiting effects of HSP-antigen peptide complex in melanoma B16 cells in mice 被引量:3
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作者 Gong Shouliang Yang Ying +3 位作者 Fu Shibo Li Xiujuan Sun Zuyue Li Xiuyi 《白求恩医科大学学报》 CSCD 2000年第5期449-453,共5页
目的 :黑色素瘤 B1 6细胞热休克蛋白 -抗原肽复合物 (HACs)及其粗提物 (HAC- CEs)的制备 ,以及它们的免疫原性和抑瘤效应的研究。方法 :应用 Sephacryl S- 2 0 0凝胶过滤制备HAC- CEs,应用亲和层析纯化 HACs,并测其免疫功能和抑瘤效应... 目的 :黑色素瘤 B1 6细胞热休克蛋白 -抗原肽复合物 (HACs)及其粗提物 (HAC- CEs)的制备 ,以及它们的免疫原性和抑瘤效应的研究。方法 :应用 Sephacryl S- 2 0 0凝胶过滤制备HAC- CEs,应用亲和层析纯化 HACs,并测其免疫功能和抑瘤效应。结果 :应用凝胶过滤制备的HAC- CE3、HAC- CE4、HAC- CE5和应用亲和层析纯化的 HAC60 ,HAC75和 HAC97均不同程度地降低肿瘤发生率、延迟肿瘤发生时间和减少移植黑色素瘤 C57BL/6J小鼠死亡率 ;同时 ,伴有小鼠脾细胞 IFN-γ和 IL- 2分泌活性及 CTL杀伤率的增加。结论 :分子量为 60 0 0 0~ 970 0 0的 HACs具有免疫原性和抑瘤效应 ,本研究为制备肿瘤疫苗提供重要的实验依据。 展开更多
关键词 heat shock protein-antigen peptide complex(HAC) melanoma cytotoxic T lymphocytes tumor-inhibiting effects immune functions
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Immunotherapy of melanoma metastasis by adoptive transfer of M-CSF or/and IFN-γ gene modified macrophages pulsed with tumor extracts
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作者 Hong Lei, Yizhi Yu, Xuetao CaoDepartment of Immunology, The Second Military MedicalUniversity, Shanghai 200433 《中国实验血液学杂志》 CAS CSCD 1997年第3期312-312,共1页
Induction of tumor-specific cellular immune responseis very important in the cancer therapy. In this study,we used tumor antigen obtained by thaw of melanomacells to pulse M-CSF or/and IFN-γ gene-modificdmacrophages ... Induction of tumor-specific cellular immune responseis very important in the cancer therapy. In this study,we used tumor antigen obtained by thaw of melanomacells to pulse M-CSF or/and IFN-γ gene-modificdmacrophages before in viro infusion. Tumor membraneantigens could be phagocytosed by macrophages inculture. Antigen processing and mcxlulation of thepresentation can be achieved before macrophageinjection. The tumor antigens will be processedintracellularly by macrophages and thereafter 展开更多
关键词 melanoma MACROPHAGES IMMUNOTHERAPY EXTRACTS METASTASIS infusion thereafter presentation Antigen Induction
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In vivo gene therapy of murine melanoma mediated by recombinant vaccinia virus encoding human IL-2 gene
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作者 Bruce Acres 《中国实验血液学杂志》 CAS CSCD 1997年第3期317-318,共2页
Direct gene transfer into somatic tissue in vivo is adeveloping technology with potential application forcancer gene therapy. Retrovirus vector, which was aneffective vehicle, still has some disadvantages ingenerating... Direct gene transfer into somatic tissue in vivo is adeveloping technology with potential application forcancer gene therapy. Retrovirus vector, which was aneffective vehicle, still has some disadvantages ingenerating high titer recombinant vectors andmanipulating to mediate in viro gene transfer. In thispaper, recombinant vaccinia virus vector encoding 展开更多
关键词 melanoma ENCODING disadvantages SOMATIC MURINE TITER transfection HOMOLOGOUS expanded plaque
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Antitumor effects of cytokine gene-encoded vaccinia virus on murine melanoma
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作者 Qun Tao, Dianwen Ju, Tao Wan, Weiping Zhang, Xuetao CaoDepartment of Immunology, The Second Military Medical University, Shanghai 200433 《中国实验血液学杂志》 CAS CSCD 1997年第3期316-317,共2页
Recombinant vaccinia virus has many advantagesover more restricted vectors like retrovirus andadenovirus. The proven safety of vaccinia virus, which isrestricted to local and transitory infection, favors clinicalappli... Recombinant vaccinia virus has many advantagesover more restricted vectors like retrovirus andadenovirus. The proven safety of vaccinia virus, which isrestricted to local and transitory infection, favors clinicalapplication of vaccinia virus to deliver cytokines locally. 展开更多
关键词 melanoma CYTOKINE restricted MURINE Recombinant encoded DELIVER cytotoxic TRANSFECTION SUBCUTANEOUS
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Adhesion and cytotoxicity susceptibility of B16 melanoma cells to immune effector cells enhanced after IL-2, IL-4 or IL-6 gene-transfection
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作者 Guoyou Chen, Long He, Weiping Zhang, Yizhi Yu, Xuetao CaoDepartment of Immunology, The Second Military Medical University, Shanghai 200433 《中国实验血液学杂志》 CAS CSCD 1997年第3期292-292,共1页
The elimination of the tumor is closely relatedwith the sensitivity of tumor cells to the cytotoxicityof immune effector cells. We supposed that cytokinegenetransfection may increase the cytotoxicitysusceptibility of ... The elimination of the tumor is closely relatedwith the sensitivity of tumor cells to the cytotoxicityof immune effector cells. We supposed that cytokinegenetransfection may increase the cytotoxicitysusceptibility of tumor cells to effector cells, and as aconsequence, the tumorigenicity decreased. Beforekilling tumor cells, effector cells required first torecognize non-specific surface adhesion molecules 展开更多
关键词 melanoma TRANSFECTION EFFECTOR CYTOTOXICITY SUSCEPTIBILITY cytokine supposed elimination KILLING INHIBIT
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Combination of suicide gene and interleukin 2 gene transfer elicited potent antitumor effects on murine melanoma
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作者 Dianwen Ju, Baomei Wang, Qun Tao, Yizhi Yu, Xuetao CaoDepartment of Immunology, The Secoiul Military MedicalUniversity, Shanghai 200433 《中国实验血液学杂志》 CAS CSCD 1997年第3期299-299,共1页
Antitumor effects of combined transfer of suicidegene and cytokine gene were investigated in this report.Adenovirus harboring E.coli. cytosine deaminase (CD)gene (Ad-CD) and murine interleukin 2 (IL-2) gene(Ad-IL-2) w... Antitumor effects of combined transfer of suicidegene and cytokine gene were investigated in this report.Adenovirus harboring E.coli. cytosine deaminase (CD)gene (Ad-CD) and murine interleukin 2 (IL-2) gene(Ad-IL-2) were used for gene transfer in vitro and invivo. C57BL/6 mice were inoculated subcutaneously withB16F10 melanoma cells and three days later treated withadenovirus injection at the site of tumor inoculation.Significant inhibition of tumor growth was achieved 展开更多
关键词 melanoma INTERLEUKIN antitumor POTENT MURINE DEAMINASE cytokine Adenovirus inoculated CYTOSINE
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Chemoattractive activity of the supernatanats from the B16 melanoma cells transfected with IL-2, IL-4 or IL-6 genes
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作者 Long He, Guoyou Chen, Weiping Zhang, Yizhi Yu, Xuetao CaoDepartment of Immunology, The Second Military Medical University, Shanghai 200433 《中国实验血液学杂志》 CAS CSCD 1997年第3期296-296,共1页
Numerous animal experiments and clinical trialshave demonstrated that the effects of systemicantitumor immune responses are closely correlatedwith the infiltration of effector cells, e. g.macrophages, T cells and NK c... Numerous animal experiments and clinical trialshave demonstrated that the effects of systemicantitumor immune responses are closely correlatedwith the infiltration of effector cells, e. g.macrophages, T cells and NK cells, at the site oftumor. In previous studies, we have established theIL-2, IL-4, IL-6 gene-transfected B16F10 展开更多
关键词 melanoma macrophages infiltration EFFECTOR CYTOKINE SECRETED ANTITUMOR immunity engineered Boyden
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Changes of tumorigenicity of the B16 melanoma cells transfected with MIP-1α gene
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作者 Guoyou Chen, Hong Lei, Long He, Hong Zhou, Xuetao CaoDepartment of Immunology, The Second Military Medical University, Shanghai 200433 《中国实验血液学杂志》 CAS CSCD 1997年第3期292-293,共2页
Macrophage inflammatory protein-l, a recentlycharacterized chemokine, consists of two chains (αand β). MIP-lα has been shown to exert strongchemotactic effect on neutrophils, monocytes and Tlymphocytes. In the pres... Macrophage inflammatory protein-l, a recentlycharacterized chemokine, consists of two chains (αand β). MIP-lα has been shown to exert strongchemotactic effect on neutrophils, monocytes and Tlymphocytes. In the present study, the B16 melanomacells were transfected with recombinant adenoviruscontaining MIP-lα gene. The biological characteri-zation of the MIP-1α gene transfected B16 melanomacells was investigated. The level of MIP-1α in thesupernatant of gene-transfected melanoma cells was368±24 ng/ml/10~6/24hr.. By using Boyden chambersystem, this supernatant showed strong chemotacticactivity for NK cells, CD4^+ T cells, CD8^+ T cells orthe freshly isolated peritoneal macrophages in vitro.Though the in vitro growth of the gene-transfected B16 melanoma cclls was not aftered, the in vivogrowth of the tumor cells subcutaneously inoculatedwas significantly inhibited. The infiltration ofinflammatory cells into the tumor mass formed bygene-transfected B16 cells was much more obviousthan that by 展开更多
关键词 melanoma GENE PERITONEAL Macrophage inhibited macrophages SUPERNATANT exert infiltration CHEMOKINE
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The cloning of HLA-DR gene and its expression in mouse melanoma cells
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作者 Yongjun Sui, Guangzhi Ding, Pei-Hsien Tang, YuweiFan, Ning MaoBeijing Institute of Basic Medical Sciences, Beijing100850 《中国实验血液学杂志》 CAS CSCD 1997年第3期316-316,共1页
Recent studies suggest that MHC class Ⅱ genetransfer could stimulate protective antitumor immunity.Whether xenogeneic MHC Ⅱ transfected tumor cells havethese effect is unknown. In this study, HLA-DR3 α and βchain ... Recent studies suggest that MHC class Ⅱ genetransfer could stimulate protective antitumor immunity.Whether xenogeneic MHC Ⅱ transfected tumor cells havethese effect is unknown. In this study, HLA-DR3 α and βchain cDNA were cloned by RT-PCR from human Blymphoma Raji cell line and confirmed by DNAsequencing. The recombinant expressing vectors wereconstructed by inserting the α and β chain cDNA intoPCEP4/pLXSN vectors respectively. After transfectingby lipofectamine and selecting with G418 and Hyg, theHLA-DR3 transfected mouse melanoma B16 recombinantclones were obtained. Approximately 59% of 展开更多
关键词 melanoma LIPOFECTAMINE immunity CLONING EXPRESSING CLONED stimulate ANTITUMOR protective inserting
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Uniquely modified RNA oligonucleotides targeting STAT3 suppress melanoma growth
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作者 YANG Li-fang,MA Xiao-qian,XIAO Lan-bo,TANG Min,SUN Lun-quan,CAO Ya(Cancer Research Institute,Xiangya School of Medicine,Central South University,Changsha 410078,Chin) 《中国病理生理杂志》 CAS CSCD 北大核心 2010年第A10期2007-2007,共1页
Signal transducers and activators of transcription-3(STAT3),a central cytoplasmic transcription factor,is frequently overexpressed and constitutively activated during malignant transformation.The overexpression of STA... Signal transducers and activators of transcription-3(STAT3),a central cytoplasmic transcription factor,is frequently overexpressed and constitutively activated during malignant transformation.The overexpression of STAT3 in melanoma cells is often observed and is suggested to be involved in tumorigenesis and development.In this study,we designed several 展开更多
关键词 melanoma TARGETING SUPPRESS transducers RNA tumorigenesis cytoplasmic inhibited potentially NUDE
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I mmunomodulatory effects of murine melanoma cells transduced with interleukin-2 gene and recombinant interferon-γ
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作者 Wei-Ming Ouyang, Ning Mao, Jian-Min Sun, Chun-Mei Hou, Jing-Qing Yang, De-Lin Du Department of Cell Biology, Beijing Institute of Basic-Medical Sciences, Beijing 100850 《中国实验血液学杂志》 CAS CSCD 1997年第3期312-313,共2页
The murine interleukin-2 gene was introduced intomurine melanoma B16 cells by retroviral vector. AfterG418 selection, a clone stably secreting high level ofinterleukin-2 (1038IU per 10~6 cells per 24 hours) wasobtaine... The murine interleukin-2 gene was introduced intomurine melanoma B16 cells by retroviral vector. AfterG418 selection, a clone stably secreting high level ofinterleukin-2 (1038IU per 10~6 cells per 24 hours) wasobtained. The tumorigenicity of this clone decreasedsignificantly as compared with parental tumor cells andtumor cells transferred neomycin gene. There was notumor developed after injection of 5×10~5 IL2-transfectedB16 cells into C57BL/6 mice. However when the 展开更多
关键词 melanoma INTERLEUKIN interferon CLONE MURINE PARENTAL INTERLEUKIN stably immunity cytokine
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Forsythiae Fructus inhibits melanoma growth through activating MAPKs/Nrf2/HO-1 signaling and modulating glycerophospholipid metabolism
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作者 BAO Jiao-lin HE Cheng-wei 《中国药理学与毒理学杂志》 CAS 北大核心 2021年第10期728-728,共1页
OBJECTIVE Forsythiae Fructus(Lianqiao)is a typical heat-clearing and detoxicating traditional Chinese medicine(TCM)herb,which has been traditionally used for treating cancer according to TCM theory.However,the underly... OBJECTIVE Forsythiae Fructus(Lianqiao)is a typical heat-clearing and detoxicating traditional Chinese medicine(TCM)herb,which has been traditionally used for treating cancer according to TCM theory.However,the underlying mechanism has not been fully explained.METHODS In this study,we investigated the antitumor effect of Forsythiae Fructus aqueous extract(FAE)on B16-F10 melanoma.RESULTS FAE strongly inhibited the tumor growth and metastasis formation in B16-F10 melanoma transplanted mice.The survival time of tumor-bearing mice was also significantly prolonged by FAE.The levels of ROS,MDA,TNF-αand IL-6 decreased,while GSH increased in the FAE treatment group,indicating FAE possesses strong anti-oxidative and anti-inflammatory activity.Western blotting analysis demonstrated that antioxidant proteins Nrf2 and HO-1,tumor suppressors P53 and p-PTEN,and the MAPK pathways in tumor tissues were upregulated by FAE treatment.Serum metabolomics analysis further uncovered that 17 metabolites mostly involving in glycerophospholipid metabolism were correlated with the antitumor effect of FAE.Notably,several lysophosphatidylcholines(LysoPCs)significantly decreased in tumor model group,while FAE treatment restored the changes of these phospholipids to about normal condition.LysoPC acyltransferase 1(LPCAT1)and autotaxin(ATX)highly expressed in melanoma and markedly downregulated by FAE were believed to be responsible for this modulation.CONCLUSION FAE exhibites strong antitumor activity against B16-F10 melanoma through activating MAPKs/Nrf2/HO-1 mediated anti-oxidation and anti-inflammation and modulating glycerophospholipid metabolism via downregulating LPCAT1 and ATX.Besides,it is suggested that serum LysoPCs could be potential biomarkers for the diagnosis and prognosis of melanoma. 展开更多
关键词 Forsythiae Fructus melanoma ANTI-OXIDATION ANTI-INFLAMMATION glycerophospholipid metabolism
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Liaoqiao aqueous extract inhibits B16 melanoma growth involving MAPKs/Nrf2/HO-1 mediated anti-oxidation and anti-inflammation
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《中国药理学通报》 CAS CSCD 北大核心 2015年第B11期112-112,共1页
Aim Forsythia suspensa (Thunb.) Vahl, Lianqiao in Chinese, is one of the most fundamental herbs in traditional Chinese medicine (TCM) with heat-clearing and detoxicating properties. In this study, we aimed to stud... Aim Forsythia suspensa (Thunb.) Vahl, Lianqiao in Chinese, is one of the most fundamental herbs in traditional Chinese medicine (TCM) with heat-clearing and detoxicating properties. In this study, we aimed to study the antitumor activity of Lianqiao aqueous extract against melanoma using cancer cell line-based in vitro and mouse allografl tumor in vivo models. Furthermore, we also investigated the underlying molecular mechanisms, par- ticularly the involvement of anti-inflammation and anti-oxidation properties in its antitumor activity. Methods The proliferation of cancer cells was measured by MTT assay. The transplanted B16-F10 melanoma in C57BL/6 mice were established and used for the evaluation of in vivo antitumor effect of LQ. Tumor growth was monitored twice a week. Ki67 and CD31 were used to detect cancer cell proliferation and angiogenesis in tumor, respectively. The anti-oxidative property of LQ was determined by measuring the levels of ROS, MDA and GSH. The anti-inflamma- tory effect of LQ was evaluated by measuring TNF-α and IL-6 using ELISA kits. Other protein expression was deter- mined by Western Blot. Results LQ strongly inhibited the growth of B16-F10 cells in vitro and the tumor growth in vivo. The survival time of tumor-bearing mice was significantly prolonged by LQ. LQ inhibited cancer cell prolif- eration and angiogenesis in tumor as evidenced by decreased expressions of Ki67 and CD31. Levels of ROS, MDA TNF-α and IL-6 decreased, while GSH increased in LQ treatment group, indicating a strong anti-oxidative and an- ti-inflammatory activity of LQ. The expression of antioxidant proteins Nff-2 and HO-1, tumor suppressors P53 and p-PTEN, and the MAPK pathways in tumor tissues were upregulated by LQ treatment. Conclusions LQ exhibited strong antitumor activity against B16-F10 murine melanoma both in vitro and in vivo. The antitumor effect of LQ in- volved the decreased oxidative stress and inflammation in tumor, which is closely related to the heat-clearing and detoxicating properties of LQ. 展开更多
关键词 FORSYTHIA suspensa antitumor ANTI-INFLAMMATION ANTI-OXIDATION B16 melanoma MAPKs/Nrf2/HO-1pathway
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JWA regulates melanoma metastasis by integrin alpha(V)beta(3) signaling(摘要) 被引量:4
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作者 Bai, J Zhang, J +9 位作者 Wu, J Shen, L Zeng, J Ding, J Wu, Y Gong, Z Li, A Xu, S Zhou, J Li, G 《南京医科大学学报(自然科学版)》 CAS CSCD 北大核心 2010年第8期1186-1186,共1页
关键词 黑色素瘤 基因 蛋白质 活化重组 细胞
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Effects of heat shock protein-antigen peptide complexes (HACs) in melanoma B16 cell line on transplanted tumor development in mice
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作者 GONG Shou liang,YANG Ying,LI Xiu juan,FU Shi bo,SUN Zu yue,CHEN Sha li,LI Xiu yi (MH Radiobiology Research Unit,Jilin University,Changchun 130021 China) 《白求恩医科大学学报》 CSCD 北大核心 2001年第5期457-460,共4页
目的 :建立黑色素瘤 B16细胞热休克蛋白 -抗原肽复合物 (HACs)的制备方法并测其抑瘤效应。方法 :应用 Sephacryl S- 2 0 0凝胶过滤制备 HAC粗提物 ,应用 SDS- PAGE纯化 HACs,并测其抑瘤效应。结果 :应用 SDS- PAGE纯化的 HAC6 0、 HAC75... 目的 :建立黑色素瘤 B16细胞热休克蛋白 -抗原肽复合物 (HACs)的制备方法并测其抑瘤效应。方法 :应用 Sephacryl S- 2 0 0凝胶过滤制备 HAC粗提物 ,应用 SDS- PAGE纯化 HACs,并测其抑瘤效应。结果 :应用 SDS- PAGE纯化的 HAC6 0、 HAC75和 HAC97不同程度地降低肿瘤发生率 ,延迟肿瘤发生时间和减慢肿瘤生长速度。结论 :6 0 0 0 0~ 970 0 0 展开更多
关键词 黑色素瘤 B16细胞 热休克蛋白-抗原肽复合物 HACs 抑瘤效应
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面向多模态皮肤病语料库的可变形分区注意力黑色素瘤识别方法
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作者 林玉萍 刘梦皎 +3 位作者 王明豪 张栋 许美凤 李策 《兰州理工大学学报》 北大核心 2025年第5期92-99,共8页
针对黑色素瘤图像诊断问题,提出一种基于可变形分区注意力机制的黑色素瘤识别方法.该方法采用由粗到细的特征提取与识别策略准确区分黑色素瘤和普通痣并建立相应语义标签,在此基础上结合病例文本构建多模态皮肤病语料库.首先,为解决良... 针对黑色素瘤图像诊断问题,提出一种基于可变形分区注意力机制的黑色素瘤识别方法.该方法采用由粗到细的特征提取与识别策略准确区分黑色素瘤和普通痣并建立相应语义标签,在此基础上结合病例文本构建多模态皮肤病语料库.首先,为解决良性与恶性子类别间差异过大导致模型训练困难及识别效率低的问题,构建了一个从粗类到细类层级深入的学习架构;其次,针对病灶边缘模糊、分布不均以及特征提取难的问题,提出了一种融合注意力机制与可变形卷积的可变形分区注意力模块,通过由粗到细的特征提取策略实现了全局与局部特征的有效结合;此外,引入了联合损失函数优化模型识别精准性.实验结果表明,该算法在自建数据集上展现了高敏感性和高特异性,有效提升了病例文本和医学影像匹配构建多模态皮肤病语料库的准确性. 展开更多
关键词 医学图像处理 黑色素瘤识别 可变形卷积 注意力机制 深度学习 多模态语料库
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去分化黑色素瘤1例
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作者 尹海波 赵紫琴 王瑞琳 《临床与实验病理学杂志》 北大核心 2025年第4期558-560,共3页
去分化黑色素瘤(dedifferentiated melanoma,DM)是指黑色素瘤中经典成分向去分化成分的转变。本文报道1例37岁男性,2011年背部原位黑色素瘤术后行干扰素治疗;2021年肝转移检出BRAF V600E突变,接受靶向联合化疗;2022年胸椎转移灶病理呈... 去分化黑色素瘤(dedifferentiated melanoma,DM)是指黑色素瘤中经典成分向去分化成分的转变。本文报道1例37岁男性,2011年背部原位黑色素瘤术后行干扰素治疗;2021年肝转移检出BRAF V600E突变,接受靶向联合化疗;2022年胸椎转移灶病理呈肉瘤样形态,黑色素标志物(S-100等)阴性,但与原发灶共享BRAF V600E突变,证实克隆关联,确诊为DM。研究表明靶向治疗可能诱导表型转化,进而导致免疫标志丢失,提示需联合分子检测与病史分析以鉴别罕见去分化病例,并谨慎评估BRAF抑制剂持续治疗的临床价值。 展开更多
关键词 去分化黑色素瘤 基因检测 病例报道
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预测ICI治疗响应的凹惩罚Logistic回归模型
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作者 穆晓霞 张红梅 +1 位作者 宋学坤 李钧涛 《郑州大学学报(工学版)》 北大核心 2025年第6期58-65,共8页
为提升黑色素瘤患者对免疫检查点抑制剂(ICI)治疗响应的预测准确性,提出了一种整合批量RNA测序和单细胞RNA测序数据的新方法。首先,通过皮尔逊相关性分析构建患者-细胞相关性矩阵,采用Louvain算法对单细胞RNA测序数据进行细胞分群;其次... 为提升黑色素瘤患者对免疫检查点抑制剂(ICI)治疗响应的预测准确性,提出了一种整合批量RNA测序和单细胞RNA测序数据的新方法。首先,通过皮尔逊相关性分析构建患者-细胞相关性矩阵,采用Louvain算法对单细胞RNA测序数据进行细胞分群;其次利用CellChat工具量化细胞群在免疫响应相关通路中的重要性;最后,通过引入基于细胞间通信网络构建的细胞群重要性评价准则,并结合群极小极大凹惩罚,提出了二重群极小极大凹惩罚Logistic回归模型(DMCPLR)。在GSE35640数据集上的实验表明,DMCPLR模型的预测准确率达到80.18%,精确率、召回率和F1分数分别为82.24%,89.71%和85.11%,显著优于包括Lasso回归和随机森林在内的14种对比方法的性能,同时,将致命错误率降至8.30%。消融分析实验证实,细胞群权重机制和L2正则化项的引入能够提高模型的性能。 展开更多
关键词 黑色素瘤 免疫检查点抑制剂 批量RNA测序和单细胞RNA测序数据 数据整合 细胞间通信
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靶向敲除CDK2致人黑素瘤移植瘤的蛋白质组改变
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作者 刘厚广 李铮 +4 位作者 霍珊珊 魏琼玲 张海梅 吴剑宾 蒋雅雯 《应用化学》 北大核心 2025年第3期345-352,共8页
人黑色素瘤具有较高的发病率和死亡率,特别是高级别的恶性黑色素瘤严重威胁着人类健康。人黑色素瘤细胞的细胞周期失去调控是黑色素瘤生成的先决条件,其中细胞周期蛋白依赖性激酶2(CDK2)在细胞周期调控中具有重要作用。然而,CDK2如何调... 人黑色素瘤具有较高的发病率和死亡率,特别是高级别的恶性黑色素瘤严重威胁着人类健康。人黑色素瘤细胞的细胞周期失去调控是黑色素瘤生成的先决条件,其中细胞周期蛋白依赖性激酶2(CDK2)在细胞周期调控中具有重要作用。然而,CDK2如何调控人黑色素瘤细胞的蛋白质组目前仍是未知。本文研究了靶向敲除CDK2对人黑色素瘤移植瘤蛋白质组的影响。结果表明,重组sgCDK2-108慢病毒感染人黑色素瘤细胞A375的小鼠移植瘤后,与肿瘤组相比,CDK2靶向敲除组共有185个DEPs(下调68个DEPs、上调117个DEPs)发生显著改变;与CDK2靶向敲除阴性对照组相比,CDK2靶向敲除组共有203个DEPs(下调98个DEPs、上调105个DEPs)发生显著改变。Rps29、Adrm1、Fam162a和Rps15为靶向敲除CDK2后共同下调的DEPs,Obp1b、Serpinb1a、Ttr和Slc9a3r1为靶向敲除CDK2后共同上调的DEPs。DEPs主要参与肽酶活性调节、肽链内切酶活性调节及水解酶活性负调节等生物学过程。本研究揭示了CDK2在人黑色素瘤生成过程中的调控网络和生物功能的作用,为靶向CDK2治疗人黑色素瘤提供新的参考。 展开更多
关键词 人黑色素瘤 CDK2 蛋白质组 移植瘤
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