Activity Prediction and Molecular Mechanism of Bovine Blood Derived Angiotensin I-Converting Enzyme Inhibitory Peptides

被引:15
|
作者
Zhang, Ting [1 ]
Nie, Shaoping [2 ]
Liu, Boqun [1 ]
Yu, Yiding [1 ]
Zhang, Yan [1 ]
Liu, Jingbo [1 ]
机构
[1] Jilin Univ, Lab Nutr & Funct Food, Changchun 130023, Jilin, Peoples R China
[2] Nanchang Univ, State Key Lab Food Sci & Technol, Nanchang, Jiangxi, Peoples R China
来源
PLOS ONE | 2015年 / 10卷 / 03期
基金
中国国家自然科学基金;
关键词
BIOACTIVE PEPTIDES; IDENTIFICATION; PROTEIN; QSAR; DIGESTION; PURIFICATION; HEMOGLOBIN; MODEL; MILK; MEAT;
D O I
10.1371/journal.pone.0119598
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Development of angiotensin I-converting enzyme (ACE, EC 3.4.15.1) inhibitory peptides from food protein is under extensive research as alternative for the prevention of hypertension. However, it is difficult to identify peptides released from food sources. To accelerate the progress of peptide identification, a three layer back propagation neural network model was established to predict the ACE-inhibitory activity of pentapeptides derived from bovine hemoglobin by simulated enzyme digestion. The pentapeptide WTQRF has the best predicted value with experimental IC50 23.93 mu M. The potential molecular mechanism of the WTQRF / ACE interaction was investigated by flexible docking.
引用
收藏
页数:13
相关论文
共 50 条
  • [21] Identification of barley-derived peptides with angiotensin converting enzyme inhibitory activity
    Endo, Kaito
    Akiyama, Hirokazu
    Kano, Keiko
    Mishiro-Sato, Emi
    Karashima, Takefumi
    Kajiwara, Yasuhiro
    Takashita, Hideharu
    Shimizu, Kazunori
    Honda, Hiroyuki
    INTERNATIONAL JOURNAL OF FOOD ENGINEERING, 2025, 21 (02) : 87 - 95
  • [22] Angiotensin I-converting enzyme inhibitory peptides derived from bovine casein and identified by MALDI-TOF-MS/MS
    Wu, Zhen
    Pan, Daodong
    Zhen, Xiaoqun
    Cao, Jingxun
    JOURNAL OF THE SCIENCE OF FOOD AND AGRICULTURE, 2013, 93 (06) : 1331 - 1337
  • [23] Direct spectrophotometric measurement of angiotensin I-converting enzyme inhibitory activity for screening bioactive peptides
    Li, GH
    Liu, H
    Shi, YH
    Le, GW
    JOURNAL OF PHARMACEUTICAL AND BIOMEDICAL ANALYSIS, 2005, 37 (02) : 219 - 224
  • [24] Inhibitory mechanism of angiotensin-converting enzyme inhibitory peptides from black tea
    Lu, Yating
    Wang, Yu
    Huang, Danyi
    Bian, Zhuang
    Lu, Peng
    Fan, Dongmei
    Wang, Xiaochang
    JOURNAL OF ZHEJIANG UNIVERSITY-SCIENCE B, 2021, 22 (07): : 575 - 589
  • [25] Novel Angiotensin I-Converting Enzyme Inhibitory Peptides Found in a Thermolysin-Treated Elastin with Antihypertensive Activity
    Sato, Yuko
    Toyoda, Tsudoi
    Shimizu-Ibuka, Akiko
    Tamura, Tomoko
    Kobayashi-Hattori, Kazuo
    Nakamura, Takemichi
    Arai, Soichi
    Mura, Kiyoshi
    BIOSCIENCE BIOTECHNOLOGY AND BIOCHEMISTRY, 2012, 76 (07) : 1329 - 1333
  • [26] Angiotensin I-converting enzyme inhibitory activity and antioxidant capacity of bioactive peptides derived from enzymatic hydrolysis of buffalo milk proteins
    Abdel-Hamid, Mahmoud
    Otte, Jeanette
    De Gobba, Cristian
    Osman, Ali
    Hamad, Essam
    INTERNATIONAL DAIRY JOURNAL, 2017, 66 : 91 - 98
  • [27] Purification of angiotensin I-converting enzyme inhibitory peptides from a cowpea (Vigna unguiculata) enzymatic hydrolysate
    Rubi Segura-Campos, Maira
    Antonio Chel-Guerrero, Luis
    Abram Betancur-Ancona, David
    PROCESS BIOCHEMISTRY, 2011, 46 (04) : 864 - 872
  • [28] Predictive Modeling of Angiotensin I-Converting Enzyme Inhibitory Peptides Using Various Machine Learning Approaches
    Wang, Yu-Tang
    Russo, Daniel P.
    Liu, Chang
    Zhou, Qian
    Zhu, Hao
    Zhang, Ying-Hua
    JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY, 2020, 68 (43) : 12132 - 12140
  • [29] Expression of milk-derived angiotensin I-converting enzyme-inhibitory peptides in Lactococcus lactis
    Zhuang, Kejin
    Jiang, Yujun
    Li, Mingyu
    Li, Hongfu
    Feng, Xiaohan
    Qu, Xingguang
    Man, Chaoxin
    FOOD BIOTECHNOLOGY, 2019, 33 (02) : 142 - 154
  • [30] Changes of Composition and Angiotensin I-Converting Enzyme-Inhibitory Activity During Douchi Fermentation
    Wang, Hui
    Meng, Fanjia
    Yin, Lijun
    Cheng, Yongqiang
    Lu, Anxiang
    Wang, Jihua
    INTERNATIONAL JOURNAL OF FOOD PROPERTIES, 2016, 19 (11) : 2408 - 2416