Research Article

In Silico Prediction of Gamma-Aminobutyric Acid Type-A Receptors Using Novel Machine-Learning-Based SVM and GBDT Approaches

Table 4

Human conserved motifs of found by MEME system (in regular expression).

MotifWidth-valueBest possible match

150LKRSRKNRIMVGYFIVILQTYILPCSITLMTIVTIVLS 
WQVSFWILNRKDESAVSPAARTVVASLFGIV
TTVLTMTT

250TTVPNKRLMLIRILFPDDNGTVLILYTLMRLITITVTA 
EACPNMLDQLESDNRFYPMLDEATHQASTCPLKE
FLEGSYGAY

332PKRVISAYVAITKAMIDWFYILAVCFYAVFVFSLAL 
LIEYFATAVLNY

429LTRLNDNLRMLAVSKILWTVPDTFYFHRVNGSKKSFIV
AHNMV

550GYDNRLRPGNFLGGEPRPITVEQVIXTDNIYDVITA
SFIGDPSVISDETVNDMEDYTIDTVIFYFLRQ 
SKTWKDER

629DSVISKAIDKRYWSRIVFLFPVALFGLFFNLVVYWAVL
YTVYLV

729QFYDSLFIVLGQLTRVNGSTTSETIVIKSTFSTGED
YVPTVIRMLTSVLAYHSFH

829AFGRSLQSVMYLGPAQTNPSISQLVEKQDEALTKN
DNNITTIVFTRILDRGLLD

941TYWLKRGNDESVLRKGTLDEHKLIRSLASQYFTL
IEQRYFFHTLTVSTRLSAQFQYESTSGTNGYW
TYRN