A computational study to probe the binding aspects of potent polyphenolic inhibitors of pancreatic lipase

被引:5
作者
Kottekad, Sanjay [1 ,2 ]
Roy, Sudip [3 ]
Dandamudi, Usharani [1 ,2 ,4 ]
机构
[1] CSIR, Cent Food Technol Res Inst, Dept Food Safety & Analyt Qual Control Lab, Mysuru, India
[2] Acad Sci & Innovat Res AcSIR, Ghaziabad, India
[3] Presci Insil Pvt Ltd, Bangalore, India
[4] Govt India, Minist Sci & Technol, Dept Food Safety & Analyt Qual Control Lab, CSIR Cent Food Technol Res Inst, Mysore 570020, India
关键词
Pancreatic lipase; polyphenols; flavonoids; molecular simulations; well-tempered metadynamics; obesity; ORLISTAT; ROOT; CONSTITUENTS; COMPLEX; OBESITY; DIET; TOOL;
D O I
10.1080/07391102.2023.2212795
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Pancreatic lipase (PL) is a keen target for anti-obesity therapy that reduces dietary fat absorption. Here, we investigated the binding patterns of 220 PL inhibitors having experimental IC50 values, using molecular docking and binding energy calculations. Screening of these compounds illustrated most of them bound at the catalytic site (S1-S2 channel) and a few compounds are at the non-catalytic site (S2-S3 channel/S1-S3 channel) of PL. This binding pattern could be due to structural uniqueness or bias in conformational search. A strong correlation of pIC50 values with SP/XP docking scores, binding energies (DGMMGBSA) assured the binding poses are more true positives. Further, understanding of each class and subclasses of polyphenols indicated tannins preferred non-catalytic site wherein binding energies are underestimated due to huge desolvation energy. In contrast, most of the flavonoids and furan-flavonoids have good binding energies due to strong interactions with catalytic residues. While scoring functions limited the understanding of sub-classes of flavonoids. Hence, focused on 55 potent PL inhibitors of IC50 < 5mM for better in vivo efficacy. The prediction of bioactivity, drug -likeness properties, led to 14 bioactive compounds. The low root mean square deviation (0.1-0.2nm) of these potent flavonoids and non-flavonoid/non-polyphenols PL-inhibitor complexes during 100 ns molecular dynamics runs (MD) as well as binding energies obtained from both MD and well-tempered metadynamics, support strong binding to catalytic site. Based on the bioactivity, ADMET properties, and binding affinity data of MD and wt-metaD of potent PL-inhibitors suggests Epiafzelechin 3-O-gallate, Sanggenon C, and Sanggenofuran A shall be promising inhibitors at in vivo conditions.
引用
收藏
页码:3472 / 3491
页数:20
相关论文
共 89 条
[1]   Gromacs: High performance molecular simulations through multi-level parallelism from laptops to supercomputers [J].
Abraham, Mark James ;
Murtola, Teemu ;
Schulz, Roland ;
Páll, Szilárd ;
Smith, Jeremy C. ;
Hess, Berk ;
Lindah, Erik .
SoftwareX, 2015, 1-2 :19-25
[2]  
Adisakwattana S, 2012, FOOD TECHNOL BIOTECH, V50, P11
[3]   A new pancreatic lipase inhibitor from Broussonetia kanzinoki [J].
Ahn, Jong Hoon ;
Liu, Qing ;
Lee, Chul ;
Ahn, Mi-Jeong ;
Yoo, Hwan-Soo ;
Hwang, Bang Yeon ;
Lee, Mi Kyeong .
BIOORGANIC & MEDICINAL CHEMISTRY LETTERS, 2012, 22 (08) :2760-2763
[4]  
[Anonymous], 2022, Obesity and overweight
[5]   A review on possible therapeutic targets to contain obesity: The role of phytochemicals [J].
Balaji, Meriga ;
Ganjayi, Muni Swamy ;
Kumar, Gali E. N. Hanuma ;
Parim, Brahma Naidu ;
Mopuri, Ramgopal ;
Dasari, Sreenivasulu .
OBESITY RESEARCH & CLINICAL PRACTICE, 2016, 10 (04) :363-380
[6]   Well-tempered metadynamics: A smoothly converging and tunable free-energy method [J].
Barducci, Alessandro ;
Bussi, Giovanni ;
Parrinello, Michele .
PHYSICAL REVIEW LETTERS, 2008, 100 (02)
[7]   Molecular recognition between pancreatic lipase and natural and synthetic inhibitors [J].
Bello, Martiniano ;
Lucia, Basilio-Antonio ;
Jonathan, Fragoso-Vazquez ;
Anaguiven, Avalos-Soriano ;
Jose, Correa-Basurto .
INTERNATIONAL JOURNAL OF BIOLOGICAL MACROMOLECULES, 2017, 98 :855-868
[8]   Progress and challenges in anti-obesity pharmacotherapy [J].
Bessesen, Daniel H. ;
Van Gaal, Luc F. .
LANCET DIABETES & ENDOCRINOLOGY, 2018, 6 (03) :237-248
[9]   Pancreatic lipase inhibitors from natural sources: unexplored potential [J].
Birari, Rahul B. ;
Bhutani, Kamiesh K. .
DRUG DISCOVERY TODAY, 2007, 12 (19-20) :879-889
[10]   PLUMED: A portable plugin for free-energy calculations with molecular dynamics [J].
Bonomi, Massimiliano ;
Branduardi, Davide ;
Bussi, Giovanni ;
Camilloni, Carlo ;
Provasi, Davide ;
Raiteri, Paolo ;
Donadio, Davide ;
Marinelli, Fabrizio ;
Pietrucci, Fabio ;
Broglia, Ricardo A. ;
Parrinello, Michele .
COMPUTER PHYSICS COMMUNICATIONS, 2009, 180 (10) :1961-1972