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ConPred II: a consensus prediction method for obtaining transmembrane topology models with high reliability

机译:ConPred II:一种获得高可靠性跨膜拓扑模型的共识预测方法

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摘要

ConPred II () is a server for the prediction of transmembrane (TM) topology [i.e. the number of TM segments (TMSs), TMS positions and N-tail location] based on a consensus approach by combining the results of several proposed methods. The ConPred II system is constructed from ConPred_elite and ConPred_all (previously named ConPred), proposed earlier by our group. The prediction accuracy of ConPred_elite is almost 100%, which is achieved by sacrificing the prediction coverage (20–30%). ConPred_all predicts TM topologies for all the input sequences with accuracies improved by up to 11% over individual proposed methods. In the ConPred II system, the TM topology prediction of input TM protein sequences is executed following a two-step process: (i) input sequences are first run through the ConPred_elite program; (ii) sequences for which ConPred_elite does not give the TM topology are delivered to the ConPred_all program for TM topology prediction. Users can get access to the ConPred II system automatically by submitting sequences to the server. The ConPred II server will return the predicted TM topology models and graphical representations of their contents (hydropathy plots, helical wheel diagrams of predicted TMSs and snake-like diagrams).
机译:ConPred II()是用于预测跨膜(TM)拓扑的服务器。 [TMS(TMS),TMS位置和N尾位置的数量]的基础上,通过共识方法结合了几种方法的结果。 ConPred II系统是由我们小组较早提出的ConPred_elite和ConPred_all(以前称为ConPred)构造的。 ConPred_elite的预测精度几乎是100%,这是通过牺牲预测覆盖率(20-30%)来实现的。 ConPred_all预测所有输入序列的TM拓扑,其准确性比单个提出的方法提高了11%。在ConPred II系统中,输入TM蛋白质序列的TM拓扑预测是通过两步过程执行的:(i)输入序列首先通过ConPred_elite程序运行; (ii)ConPred_elite未给出TM拓扑的序列被传递到ConPred_all程序以进行TM拓扑预测。通过向服务器提交序列,用户可以自动访问ConPred II系统。 ConPred II服务器将返回预测的TM拓扑模型及其内容的图形表示形式(亲水图,预测TMS的螺旋轮图和类蛇图)。

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