物理化学学报
物理化學學報
물이화학학보
ACTA PHYSICO-CHIMICA SINICA
2015年
1期
73-82
,共10页
胡桂香%骆成才%潘善飞%蒋勇军%邹建卫
鬍桂香%駱成纔%潘善飛%蔣勇軍%鄒建衛
호계향%락성재%반선비%장용군%추건위
手性%分子建模%VolSurf%二芳基甲烷%偏最小二乘
手性%分子建模%VolSurf%二芳基甲烷%偏最小二乘
수성%분자건모%VolSurf%이방기갑완%편최소이승
Chirality%Molecular modeling%VolSurf%Diarylmethane%Partial least squares
对手性化合物的保留因子和分离因子进行定量结构-特征关系(QSPR)研究,对于预测保留因子和分离因子甚至对映体的洗脱顺序都起着重要作用。本文选择手性二芳基甲烷衍生物为研究对象,采用VolSurf程序计算分子结构参数,并分别在其与保留因子以及分离因子间建立模型,采用测试集外部检验、留多法交叉验证和Y随机性检验等方法对分离因子模型的鲁棒性进行了评估,结果令人满意。对变量进行分析显示,分子的球形性,中等能级的亲水区、亲水-亲脂平衡、两亲矩、合适的氢键给体和受体均有利于异构体在手性固定相上的保留;一对对映体的高能级的亲水区、低能级的疏水区、两亲矩、合适的氢键给体和受体以及阴离子区之间大的差异对对映体在手性固定相上的分离是有利的。利用这些模型,可以轻松地预测对映体的保留因子和分离因子,甚至洗脱顺序。
對手性化閤物的保留因子和分離因子進行定量結構-特徵關繫(QSPR)研究,對于預測保留因子和分離因子甚至對映體的洗脫順序都起著重要作用。本文選擇手性二芳基甲烷衍生物為研究對象,採用VolSurf程序計算分子結構參數,併分彆在其與保留因子以及分離因子間建立模型,採用測試集外部檢驗、留多法交扠驗證和Y隨機性檢驗等方法對分離因子模型的魯棒性進行瞭評估,結果令人滿意。對變量進行分析顯示,分子的毬形性,中等能級的親水區、親水-親脂平衡、兩親矩、閤適的氫鍵給體和受體均有利于異構體在手性固定相上的保留;一對對映體的高能級的親水區、低能級的疏水區、兩親矩、閤適的氫鍵給體和受體以及陰離子區之間大的差異對對映體在手性固定相上的分離是有利的。利用這些模型,可以輕鬆地預測對映體的保留因子和分離因子,甚至洗脫順序。
대수성화합물적보류인자화분리인자진행정량결구-특정관계(QSPR)연구,대우예측보류인자화분리인자심지대영체적세탈순서도기착중요작용。본문선택수성이방기갑완연생물위연구대상,채용VolSurf정서계산분자결구삼수,병분별재기여보류인자이급분리인자간건립모형,채용측시집외부검험、류다법교차험증화Y수궤성검험등방법대분리인자모형적로봉성진행료평고,결과령인만의。대변량진행분석현시,분자적구형성,중등능급적친수구、친수-친지평형、량친구、합괄적경건급체화수체균유리우이구체재수성고정상상적보류;일대대영체적고능급적친수구、저능급적소수구、량친구、합괄적경건급체화수체이급음리자구지간대적차이대대영체재수성고정상상적분리시유리적。이용저사모형,가이경송지예측대영체적보류인자화분리인자,심지세탈순서。
Quantitative structure-property relationship (QSPR) studies on retention and separation factors of chiral compounds play a key role in predicting the retention and separation factors even the elution order of enantiomers. Chiral diarylmethane derivates were selected for computing molecular structural descriptors using VolSurf program. Models were built between the descriptors and retention as well as separation factors. The robustness of the model with respect to separation factors was assessed by external validation through the test set, leave-many-out cross-validation and Y-randomization test. The results were satisfactory. Analysis on the variables shows that the molecular globularity, hydrophilic regions at median energy levels, hydrophilic-lipophilic balance, amphiphilic moment, suitable hydrogen bond donors and acceptors are beneficial to the retention of enantiomers on the chiral stationary phase. Large differences of the hydrophilic regions at high energy levels, hydrophobic regions at low energy levels, amphiphilic moment, suitable hydrogen bond donors and acceptors, and anion regions between enantiomers are advantageous to the separation of enantiomers on the chiral stationary phase. These models allow the prediction of retention and separation factors, especially the elution order of enantiomers.