计算力学学报
計算力學學報
계산역학학보
CHINESE JOURNAL OF COMPUTATIONAL MECHANICS
2015年
2期
269-273,279
,共6页
多靶标筛选%AA代谢网络%并行粒子群算法%疾病分子网络
多靶標篩選%AA代謝網絡%併行粒子群算法%疾病分子網絡
다파표사선%AA대사망락%병행입자군산법%질병분자망락
multiple targets screening%Arachidonic acid inflammation metabolic network%parallel particle swarm optimization%disease-related molecular network
当前对于疾病分子网络的治疗多采用多靶标药物治疗。多靶标药物治疗共分为两步,首先是筛选潜在的药物靶标,其次利用筛选出的药物靶标进行组合,进而得到有效的抑制方案。但现有算法耗时太多,本文使用花生四烯酸(Arachidonic acid)炎症代谢网络作为一个具体算例,使用改进并行的粒子群算法进行多靶标筛选优化,不仅能够得到药物靶标的有效组合,而且根据进程的个数可以使计算时间达到数倍的提高。
噹前對于疾病分子網絡的治療多採用多靶標藥物治療。多靶標藥物治療共分為兩步,首先是篩選潛在的藥物靶標,其次利用篩選齣的藥物靶標進行組閤,進而得到有效的抑製方案。但現有算法耗時太多,本文使用花生四烯痠(Arachidonic acid)炎癥代謝網絡作為一箇具體算例,使用改進併行的粒子群算法進行多靶標篩選優化,不僅能夠得到藥物靶標的有效組閤,而且根據進程的箇數可以使計算時間達到數倍的提高。
당전대우질병분자망락적치료다채용다파표약물치료。다파표약물치료공분위량보,수선시사선잠재적약물파표,기차이용사선출적약물파표진행조합,진이득도유효적억제방안。단현유산법모시태다,본문사용화생사희산(Arachidonic acid)염증대사망락작위일개구체산례,사용개진병행적입자군산법진행다파표사선우화,불부능구득도약물파표적유효조합,이차근거진정적개수가이사계산시간체도수배적제고。
The therapy of disease‐related molecular network is usually based on the multiple target drug therapy .The multiple target drug therapy can be divided into two steps .First ,filtering the potential drug targets .Second ,making use of them to compose ,in order to find the effective inhibition scheme . However ,the present algorithm takes too much time .This article used the Arachidonic acid inflammation metabolic network as a concrete example ,and also used the improved parallel particle swarm optimization to optimize the multiple targets .As a result ,it can not only compose the drug targets effectively ,but also save more time than the present algorithm according to the number of processes .