期刊文献+
共找到3篇文章
< 1 >
每页显示 20 50 100
一种预测个体肿瘤的抗癌药物反应分类计算模型及其应用 被引量:1
1
作者 李少达 李玉双 《生物化学与生物物理进展》 SCIE CAS CSCD 北大核心 2022年第6期1165-1172,共8页
目的 不同患者对同一抗癌药物的反应可能不同,了解患者之间对抗癌药物的反应差异对癌症精准医疗具有重大参考价值。方法 高通量测序数据为构建抗癌药物反应分类预测模型提供了强大的数据支撑。针对两大经典数据集癌症细胞百科全书(CCLE... 目的 不同患者对同一抗癌药物的反应可能不同,了解患者之间对抗癌药物的反应差异对癌症精准医疗具有重大参考价值。方法 高通量测序数据为构建抗癌药物反应分类预测模型提供了强大的数据支撑。针对两大经典数据集癌症细胞百科全书(CCLE)和癌症药物敏感性基因组学数据集(GDSC),本文提出了基于最大相关最小冗余(mRMR)算法和支持向量机(SVM)的计算模型mRMR-SVM。利用基因表达数据,通过方差排序和mRMR算法提取特征基因,借助SVM实现抗癌药物对细胞系的“敏感-抑制”二分类预测。结果 对于CCLE中的22种药物,mRMR-SVM的平均准确率为0.904;对于GDSC中的11种药物,平均准确率为0.851。结论 mRMR-SVM不仅在预测性能方面优于传统的支持向量机、随机森林、深度反应森林、深度神经网络和细胞系-药物复杂网络模型,而且具有良好的泛化能力,对于三类特定组织的抗癌药物反应分类预测也取得了令人满意的结果。此外,mRMR-SVM可以识别与癌症发生发展密切相关的生物标志物。 展开更多
关键词 抗癌药物反应 最大相关最小冗余 支持向量机 敏感 抑制
下载PDF
Radiation Recall Reaction:Two Case Studies Illustrating an Uncommon Phenomenon Secondary to Anti-Cancer Agents
2
作者 Su-yu Zhu Yuan Yuan Zhen Xi 《Clinical oncology and cancer researeh》 CAS CSCD 2012年第3期202-204,共3页
Radiation recall phenomenon is a tissue reaction that develops throughout a previously irradiated area,precipitated by the administration of certain drugs.Radiation recall is uncommon and easily neglected by physician... Radiation recall phenomenon is a tissue reaction that develops throughout a previously irradiated area,precipitated by the administration of certain drugs.Radiation recall is uncommon and easily neglected by physicians;hence,this phenomenon is underreported in literature.This manuscript reports two cases of radiation recall.First,a 44-year-old man with nasopharyngeal carcinoma was treated with radiotherapy in 2010 and subsequently developed multi-site bone metastases.A few days after the docetaxel-based chemotherapy,erythema and papules manifested dermatitis,as well as swallowing pain due to pharyngeal mucositis,developed on the head and neck that strictly corresponded to the previously irradiated areas.Second,a 19-year-old man with recurrent nasal NK/T cell lymphoma initially underwent radiotherapy followed by chemotherapy after five weeks.Erythema and edema appeared only at the irradiated skin.Both cases were considered chemotherapeutic agents that incurred radiation recall reactions.Clinicians should be knowledgeable of and pay attention to such rare phenomenon. 展开更多
关键词 radiation recall radiotherapy DERMATITIS PHARYNGITIS DOCETAXEL case report
下载PDF
Synthesis of cleavable multi-functional mikto-arm star polymer by RAFT polymerization: example of an anti-cancer drug 7-ethyl-10-hydroxycamptothecin(SN-38) as functional moiety 被引量:1
3
作者 WEI XiaoHu GUNATILLAKE Pathiraja A +4 位作者 MOAD Graeme RIZZARDO Ezio ROSSELGONG Julien YANG WanTai THANG San H. 《Science China Chemistry》 SCIE EI CAS 2014年第7期995-1001,共7页
Multi-functional mikto-arm star polymers containing three different arms [hydrophilic, SN-38-P(OEGMAs_9)11, cationizable, SN-38-P(DMAEMA)3s and hydrophobic, SN-38-P(BMA)26] were prepared by RAFT polymerization v... Multi-functional mikto-arm star polymers containing three different arms [hydrophilic, SN-38-P(OEGMAs_9)11, cationizable, SN-38-P(DMAEMA)3s and hydrophobic, SN-38-P(BMA)26] were prepared by RAFT polymerization via an arm-first approach using a cleavable cross-linker. The star polymers were cleaved to the linear arms with tributylphosphine as a reducing agent. The decrease in molecular weight observed is consistent with the initial stars having approximately five arms, Blue fluorescence was observed when a solution of mikto-arm star was irradiated under a 365 nm light proving the retention of the SN-38 moiety during star formation by RAFT polymerization. Thus these polymer-drug conjugates can be considered as potential delivery vehicles for cancer therapy. The P(DMAEMA) arms can be quaternized using iodomethane, allowing star polymers to bind negatively charged small interfering RNA (siRNA) and potentially be used as a carrier for that material. 展开更多
关键词 RAFT mikto-arm star polymer-drug conjugate cleavable polymer siRNA delivery cancer therapy
原文传递
上一页 1 下一页 到第
使用帮助 返回顶部