In silico Prediction, Characterization, Molecular Docking, and Dynamic Studies on Fungal SDRs as Novel Targets for Searching Potential Fungicides Against Fusarium Wilt in Tomato

被引:83
作者
Aamir, Mohd [1 ]
Singh, Vinay Kumar [2 ]
Dubey, Manish Kumar [1 ]
Meena, Mukesh [1 ,5 ]
Kashyap, Sarvesh Pratap [3 ]
Katari, Sudheer Kumar [4 ]
Upadhyay, Ram Sanmukh [1 ]
Umamaheswari, Amineni [4 ]
Singh, Surendra [1 ]
机构
[1] Banaras Hindu Univ, Lab Mycopathol & Microbial Technol, Ctr Adv Study Bot, Inst Sci, Varanasi, Uttar Pradesh, India
[2] Banaras Hindu Univ, Ctr Bioinforrnat, Sch Biotechnol, Inst Sci, Varanasi, Uttar Pradesh, India
[3] ICAR Res Complex, Indian Inst Vegetable Res, Div Crop Improvement & Biotechnol, Varanasi, Uttar Pradesh, India
[4] Sri Venkateswara Inst Med Sci Univ, Bioinformat Ctr, Dept Bioinformat, Tirupati, Andhra Pradesh, India
[5] Mohanlal Sukhadia Univ, Dept Bot, Univ Coll Sci, Udaipur, India
来源
FRONTIERS IN PHARMACOLOGY | 2018年 / 9卷
关键词
THN reductase; fungicide; melanin; protein-fungicide interaction; homology modeling; MD simulations; MM/GBSA analysis; FREE-ENERGY CALCULATIONS; MELANIN BIOSYNTHESIS; HYPOTHETICAL PROTEINS; LIGAND-BINDING; FUNCTIONAL-CHARACTERIZATION; POLYKETIDE SYNTHASE; COMBINING DOCKING; SCORING FUNCTIONS; INHIBITORS; GENE;
D O I
10.3389/fphar.2018.01038
中图分类号
R9 [药学];
学科分类号
1007 ;
摘要
Vascular wilt of tomato caused by Fusarium oxysporum f.sp. lycopersici (FOL) is one of the most devastating diseases, that delimits the tomato production worldwide. Fungal short-chain dehydrogenases/reductases (SDRs) are NADP(H) dependent oxidoreductases, having shared motifs and common functional mechanism, have been demonstrated as biochemical targets for commercial fungicides. The 1,3,6,8 tetra hydroxynaphthalene reductase (T4HNR) protein, a member of SDRs family, catalyzes the naphthol reduction reaction in fungal melanin biosynthesis. We retrieved an orthologous member of T4HNR, (complexed with NADP(H) and pyroquilon from Magnaporthe grisea) in the FOL (namely; FOXG_04696) based on homology search, percent identity and sequence similarity (93% query cover; 49% identity). The hypothetical protein FOXG_04696 (T4HNR like) had conserved T-G-X-X-X-G-X-G motif (cofactor binding site) at N-terminus, similar to M. grisea (1JA9) and Y-X-X-X-K motif, as a part of the active site, bearing homologies with two fungal keto reductases T4HNR (M. grisea) and 17-beta-hydroxysteroid dehydrogenase from Curvularia lunata (teleomorph: Cochliobolus lunatus PDB ID: 3IS3). The catalytic tetrad of T4HNR was replaced with ASN(115), SER141, TYR154, and LYS158 in the FOXG_04696. The structural alignment and superposition of FOXG_04696 over the template proteins (3IS3 and 1JA9) revealed minimum RMSD deviations of the C alpha atomic coordinates, and therefore, had structural conservation. The best protein model (FOXG_04696) was docked with 37 fungicides, to evaluate their binding affinities. The Glide XP and YASARA docked complexes showed discrepancies in results, for scoring and ranking the binding affinities of fungicides. The docked complexes were further refined and rescored from their docked poses through 50 ns long MD simulations, and binding free energies (Delta G(bind)) calculations, using MM/GBSA analysis, revealed Oxathiapiprolin and Famoxadone as better fungicides among the selected one. However, Famoxadone had better interaction of the docked residues, with best protein ligand contacts, minimum RMSD (high accuracy of the docking pose) and RMSF (structural integrity and conformational flexibility of docking) at the specified docking site. The Famoxadone was found to be acceptable based on in silico toxicity and in vitro growth inhibition assessment. We conclude that the FOXG_04696, could be employed as a novel candidate protein, for structure-based design, and screening of target fungicides against the FOL pathogen.
引用
收藏
页数:28
相关论文
共 147 条
  • [81] Melanin Is Not Required for Turgor Generation but Enhances Cell-Wall Rigidity in Appressoria of the Corn Pathogen Colletotrichum graminicola
    Ludwig, Nancy
    Loehrer, Marco
    Hempel, Marcus
    Mathea, Sebastian
    Schliebner, Ivo
    Menzel, Matthias
    Kiesow, Andreas
    Schaffrath, Ulrich
    Deising, Holger B.
    Horbach, Ralf
    [J]. MOLECULAR PLANT-MICROBE INTERACTIONS, 2014, 27 (04) : 315 - 327
  • [82] Accurate prediction of the relative potencies of members of a series of kinase inhibitors using molecular docking and MM-GBSA scoring
    Lyne, Paul D.
    Lamb, Michelle L.
    Saeh, Jamal C.
    [J]. JOURNAL OF MEDICINAL CHEMISTRY, 2006, 49 (16) : 4805 - 4808
  • [83] Mace M., 2012, Fungal Wilt Diseases of Plants
  • [84] Madhulitha N. R., 2017, BIOCH ANAL BIOCH, V6, P307, DOI [10.4172/2161-1009.1000307, DOI 10.4172/2161-1009.1000307]
  • [85] An Efficient Implementation of the Nwat-MMGBSA Method to Rescore Docking Results in Medium-Throughput Virtual Screenings
    Maffucci, Irene
    Hu, Xiao
    Fumagalli, Valentina
    Contini, Alessandro
    [J]. FRONTIERS IN CHEMISTRY, 2018, 6
  • [86] CDD/SPARCLE: functional classification of proteins via subfamily domain architectures
    Marchler-Bauer, Aron
    Bo, Yu
    Han, Lianyi
    He, Jane
    Lanczycki, Christopher J.
    Lu, Shennan
    Chitsaz, Farideh
    Derbyshire, Myra K.
    Geer, Renata C.
    Gonzales, Noreen R.
    Gwadz, Marc
    Hurwitz, David I.
    Lu, Fu
    Marchler, Gabriele H.
    Song, James S.
    Thanki, Narmada
    Wang, Zhouxi
    Yamashita, Roxanne A.
    Zhang, Dachuan
    Zheng, Chanjuan
    Geer, Lewis Y.
    Bryant, Stephen H.
    [J]. NUCLEIC ACIDS RESEARCH, 2017, 45 (D1) : D200 - D203
  • [87] CDD: NCBI's conserved domain database
    Marchler-Bauer, Aron
    Derbyshire, Myra K.
    Gonzales, Noreen R.
    Lu, Shennan
    Chitsaz, Farideh
    Geer, Lewis Y.
    Geer, Renata C.
    He, Jane
    Gwadz, Marc
    Hurwitz, David I.
    Lanczycki, Christopher J.
    Lu, Fu
    Marchler, Gabriele H.
    Song, James S.
    Thanki, Narmada
    Wang, Zhouxi
    Yamashita, Roxanne A.
    Zhang, Dachuan
    Zheng, Chanjuan
    Bryant, Stephen H.
    [J]. NUCLEIC ACIDS RESEARCH, 2015, 43 (D1) : D222 - D226
  • [88] Prediction driven functional annotation of hypothetical proteins in the major facilitator superfamily of S. aureus NCTC 8325
    Marklevitz, Jessica
    Harris, Laura K.
    [J]. BIOINFORMATION, 2016, 12 (04) : 254 - 262
  • [89] Discovery of Fungal Denitrification Inhibitors by Targeting Copper Nitrite Reductase from Fusarium oxysporum
    Matsuoka, Masaki
    Kumar, Ashutosh
    Muddassar, Muhammad
    Matsuyama, Akihisa
    Yoshida, Minoru
    Zhang, Kam Y. J.
    [J]. JOURNAL OF CHEMICAL INFORMATION AND MODELING, 2017, 57 (02) : 203 - 213
  • [90] Minton EB, 1986, P BELTWIDE COTTON PR, P33