|
|
هشتمین سمینار دوسالانه کمومتریکس ایران
|
|
|
| عنوان فارسی |
|
|
| چکیده فارسی مقاله |
|
|
| کلیدواژه‌های فارسی مقاله |
|
|
| عنوان انگلیسی |
QSAR Modeling for the In Silico Rational Design and Virtual Screening of Bioactive Peptides |
|
| چکیده انگلیسی مقاله |
Predicting the bioactivity of peptides is an important challenge in drug development and peptide research. In this study, numerical descriptive vectors (NDVs) for peptide sequences were calculated based on the physicochemical properties of amino acids (AAs) and principal component analysis (PCA). The resulted NDV had the same length as the peptide sequence, so that each entry of NDV corresponded to one AA in the sequence. They were then applied to quantitative structure−activity relationship (QSAR) analysis of angiotensin-converting enzyme (ACE) inhibitor dipeptides, bitter-tasting dipeptides, and nonameric binding peptides of the human leukocyte antigens (HLA-A*0201). Multiple linear regression was used to construct the QSAR models. For each peptide set, a proper subset of physicochemical properties was chosen by the ant colony optimization algorithm.The leave-one-out cross-validation (qloo2 ) values were 0.855, 0.936, and 0.642 and the root-mean-square errors (RMSEs) were 0.450, 0.149, and 0.461. Our results revealed that the new numerical descriptive vector can afford extensive characterization of peptide sequence so that it can be easily employed in peptide QSAR studies. Moreover, the proposed numerical descriptive vectors were able to determine hot spot residues in the peptides under study. |
|
| کلیدواژه‌های انگلیسی مقاله |
Bioactive peptides، ant colony optimization، Y-randomization test، BTT dipeptides، ACE tripeptides |
|
| نویسندگان مقاله |
| Mehri Mahmoodi-Reihani
Islamic Azad University, Mahshahr
| Vahid Zare-Shahabadi
Islamic Azad University, Mahshahr
| Fatemeh Abbasitabar
Department of Chemistry, Marvdasht
|
|
| نشانی اینترنتی |
http://chemo2021.modares.ac.ir/browse.php?a_code=A-10-92-4&slc_lang=fa&sid=1 |
| فایل مقاله |
فایلی برای مقاله ذخیره نشده است |
| کد مقاله (doi) |
|
| زبان مقاله منتشر شده |
fa |
| موضوعات مقاله منتشر شده |
|
| نوع مقاله منتشر شده |
|
|
|
|
برگشت به:
صفحه اول پایگاه |
دوره مرتبط |
کنفرانس مرتبط |
فهرست کنفرانس ها
|
