Ref: https://zhuanlan.zhihu.com/p/136004931
https://www.sohu.com/a/111632638_177233
SAR: structure-activity relationship 构效关系
the relationship between the chemical structure of a molecule and its biological activity.
QSAR: quantitative structure–activity relationships
,QSAR regression models relate a set of "predictor" variables (X) to the potency of the response variable (Y), while classification QSAR models relate the predictor variables to a categorical value of the response variable.
A QSAR has the form of a mathematical model:
- Activity = f(physiochemical properties and/or structural properties) + error
IC50: half maximal inhibitory concentration 半抑制浓度(或称半抑制率)
An IC50 measurement tells us the concentration at which a drug is able to inhibit a particular biological process by 50%. For example, if compound A can inhibit 50% of the binding of a ligand to a particular receptor at a concentration of 5 nM, it would have an IC50 value of 5 nM.
它能指示某一药物或者物质(抑制剂)在抑制某些生物程序(或者是包含在此程序中的某些物质,比如酶,细胞受体或是微生物)的半量。
在结合率为50%时所对应的抑制物质的浓度就叫做IC50。一般IC50的数值越小,说明抗体的特异性能越强。
EC50:半数有效浓度(对应下图),Y 轴的研究指标随浓度递增。
IC50:半数抑制浓度(对应上图),Y 轴的研究指标随浓度递减。
image.png
pIC50: the negative log of the IC50 value in molar
An IC50 of 1 µM is 10-6 M, which is pIC50 = 6.0
An IC50 of 1 nM is 10-9 M, which is pIC50 = 9.0
An IC50 of 10 nM is 10-8 M, which is pIC50 = 8.0
An IC50 of 100 nM is 10-7 M, which is pIC50 = 7.0
An IC50 of 30 nM is 3 x10-8 M, which is also 10-7.5 M, which is pIC50 = 7.5
因此pIC50越大,抗体特异性越强。
Dose-Response/effect curve: 量效曲线
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