Computational Screening for the Anticancer Potential of Seed-Derived Antioxidant Peptides: A Cheminformatic Approach

被引:23
作者
Chai, Tsun-Thai [1 ,2 ]
Koh, Jiun-An [1 ]
Wong, Clara Chia-Ci [1 ]
Sabri, Mohamad Zulkeflee [3 ]
Wong, Fai-Chu [1 ,2 ]
机构
[1] Univ Tunku Abdul Rahman, Fac Sci, Dept Chem Sci, Kampar 31900, Malaysia
[2] Univ Tunku Abdul Rahman, Ctr Agr & Food Res, Kampar 31900, Malaysia
[3] Univ Kuala Lumpur, Malaysian Inst Chem & Bioengn Technol UniKL MICET, Green Chem & Sustainable Technol Cluster, Bioengn Sect, Lot 1988, Bandar Vendor Taboh Nani 78000, Alor Gajah, Malaysia
关键词
anticancer; cheminformatics; in silico; Keap1; molecular docking; molecular dynamics; myeloperoxidase; NADPH oxidase; seed antioxidant peptide; xanthine oxidase; NOVO STRUCTURE PREDICTION; RAY CRYSTAL-STRUCTURE; FORCE-FIELD; PEP-FOLD; PROTEIN; MYELOPEROXIDASE; BINDING; IDENTIFICATION; INHIBITION; ACTIVATION;
D O I
10.3390/molecules26237396
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
070307 [化学生物学]; 071010 [生物化学与分子生物学];
摘要
Some seed-derived antioxidant peptides are known to regulate cellular modulators of ROS production, including those proposed to be promising targets of anticancer therapy. Nevertheless, research in this direction is relatively slow owing to the inevitable time-consuming nature of wet-lab experimentations. To help expedite such explorations, we performed structure-based virtual screening on seed-derived antioxidant peptides in the literature for anticancer potential. The ability of the peptides to interact with myeloperoxidase, xanthine oxidase, Keap1, and p47(phox) was examined. We generated a virtual library of 677 peptides based on a database and literature search. Screening for anticancer potential, non-toxicity, non-allergenicity, non-hemolyticity narrowed down the collection to five candidates. Molecular docking found LYSPH as the most promising in targeting myeloperoxidase, xanthine oxidase, and Keap1, whereas PSYLNTPLL was the best candidate to bind stably to key residues in p47(phox). Stability of the four peptide-target complexes was supported by molecular dynamics simulation. LYSPH and PSYLNTPLL were predicted to have cell- and blood-brain barrier penetrating potential, although intolerant to gastrointestinal digestion. Computational alanine scanning found tyrosine residues in both peptides as crucial to stable binding to the targets. Overall, LYSPH and PSYLNTPLL are two potential anticancer peptides that deserve deeper exploration in future.
引用
收藏
页数:21
相关论文
共 85 条
[1]
Current Evidence on the Bioavailability of Food Bioactive Peptides [J].
Amigo, Lourdes ;
Hernandez-Ledesma, Blanca .
MOLECULES, 2020, 25 (19)
[2]
A Global Review on Short Peptides: Frontiers and Perspectives [J].
Apostolopoulos, Vasso ;
Bojarska, Joanna ;
Chai, Tsun-Thai ;
Elnagdy, Sherif ;
Kaczmarek, Krzysztof ;
Matsoukas, John ;
New, Roger ;
Parang, Keykavous ;
Lopez, Octavio Paredes ;
Parhiz, Hamideh ;
Perera, Conrad O. ;
Pickholz, Monica ;
Remko, Milan ;
Saviano, Michele ;
Skwarczynski, Mariusz ;
Tang, Yefeng ;
Wolf, Wojciech M. ;
Yoshiya, Taku ;
Zabrocki, Janusz ;
Zielenkiewicz, Piotr ;
AlKhazindar, Maha ;
Barriga, Vanessa ;
Kelaidonis, Konstantinos ;
Sarasia, Elham Mousavinezhad ;
Toth, Istvan .
MOLECULES, 2021, 26 (02)
[3]
Esculetin induces antiproliferative and apoptotic response in pancreatic cancer cells by directly binding to KEAP1 [J].
Arora, Rashi ;
Sawney, Sharad ;
Saini, Vikas ;
Steffi, Chris ;
Tiwari, Manisha ;
Saluja, Daman .
MOLECULAR CANCER, 2016, 15
[4]
Large-scale virtual screening for the identification of new Helicobacter pylori urease inhibitor scaffolds [J].
Azizian, Homa ;
Nabati, Farzaneh ;
Sharifi, Amirhossein ;
Siavoshi, Farideh ;
Mahdavi, Mohammad ;
Amanlou, Massoud .
JOURNAL OF MOLECULAR MODELING, 2012, 18 (07) :2917-2927
[5]
Identification of a Potential Peptide Inhibitor of SARS-CoV-2 Targeting its Entry into the Host Cells [J].
Baig, Mirza S. ;
Alagumuthu, Manikandan ;
Rajpoot, Sajjan ;
Saqib, Uzma .
DRUGS IN R&D, 2020, 20 (03) :161-169
[6]
RCSB Protein Data Bank: biological macromolecular structures enabling research and education in fundamental biology, biomedicine, biotechnology and energy [J].
Burley, Stephen K. ;
Berman, Helen M. ;
Bhikadiya, Charmi ;
Bi, Chunxiao ;
Chen, Li ;
Di Costanzo, Luigi ;
Christie, Cole ;
Dalenberg, Ken ;
Duarte, Jose M. ;
Dutta, Shuchismita ;
Feng, Zukang ;
Ghosh, Sutapa ;
Goodsell, David S. ;
Green, Rachel K. ;
Guranovic, Vladimir ;
Guzenko, Dmytro ;
Hudson, Brian P. ;
Kalro, Tara ;
Liang, Yuhe ;
Lowe, Robert ;
Namkoong, Harry ;
Peisach, Ezra ;
Periskova, Irina ;
Prlic, Andreas ;
Randle, Chris ;
Rose, Alexander ;
Rose, Peter ;
Sala, Raul ;
Sekharan, Monica ;
Shao, Chenghua ;
Tan, Lihua ;
Tao, Yi-Ping ;
Valasatava, Yana ;
Voigt, Maria ;
Westbrook, John ;
Woo, Jesse ;
Yang, Huanwang ;
Young, Jasmine ;
Zhuravleva, Marina ;
Zardecki, Christine .
NUCLEIC ACIDS RESEARCH, 2019, 47 (D1) :D464-D474
[7]
X-ray Crystal Structure of a Xanthine Oxidase Complex with the Flavonoid Inhibitor Quercetin [J].
Cao, Hongnan ;
Pauff, James M. ;
Hille, Russ .
JOURNAL OF NATURAL PRODUCTS, 2014, 77 (07) :1693-1699
[8]
Chai T.T., 2019, MODERN FOOD SCI TECH, V35, P38, DOI [10.13982/j.mfst.1673-9078.2019., DOI 10.13982/J.MFST.1673-9078.2019.9.004]
[9]
Identification of antioxidant peptides derived from tropical jackfruit seed and investigation of the stability profiles [J].
Chai, Tsun-Thai ;
Xiao, Jianbo ;
Dass, Sharmila Mohana ;
Teoh, Jia-Yun ;
Ee, Kah-Yaw ;
Ng, Wen-Jie ;
Wong, Fai-Chu .
FOOD CHEMISTRY, 2021, 340
[10]
Seeds, fermented foods, and agricultural by-products as sources of plant-derived antibacterial peptides [J].
Chai, Tsun-Thai ;
Tan, Yen-Nee ;
Ee, Kah-Yaw ;
Xiao, Jianbo ;
Wong, Fai-Chu .
CRITICAL REVIEWS IN FOOD SCIENCE AND NUTRITION, 2019, 59 :S162-S177