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Kumar YB, Kumar N, Vaikundamani S, Nagamani S, Mahanta HJ, Sastry GM, Sastry GN. Analyzing the aromatic-aromatic interactions in proteins: A 2ID 2.0. Int J Biol Macromol 2023; 253:127207. [PMID: 37797858 DOI: 10.1016/j.ijbiomac.2023.127207] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2023] [Revised: 09/09/2023] [Accepted: 09/30/2023] [Indexed: 10/07/2023]
Abstract
The Aromatic-Aromatic Interactions Database (A2ID) is a comprehensive repository dedicated to documenting aromatic-aromatic (π-π) networks observed in experimentally determined protein structures. The first version of A2ID was reported in 2011 [Int J Biol Macromol, 2011, 48, 540]. It has undergone a series of significant updates, leading to its current version, which focuses on the identification and analysis of 3,444,619 π-π networks from proteins. The geometrical parameters such as centroid-centroid distances (r) and interplanar angles (ϕ) were used to identify and characterize π-π networks. It was observed that among the 84,500 proteins with at least one aromatic π-π network, about 92.50 % of the instances are found to be either 2π (77.34 %) or 3π (15.23 %) networks. The analysis of interacting amino acid pairs in 2π networks indicated a dominance of PHE residues followed by TYR. The updated version of A2ID incorporates analysis of π-π networks based on SCOP2 and ECOD classifiers, in addition to the existing SCOP, CATH, and EC classifications. This expanded scope allows researchers to explore the characteristics and functional implications of π-π networks in protein structures from multiple perspectives. The current version of A2ID along with its extensive dataset and detailed geometric information is publicly accessible using https://acds.neist.res.in/a2idv2.
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Affiliation(s)
- Y Bhargav Kumar
- Advanced Computation and Data Sciences Division, CSIR-North East Institute of Science and Technology, Jorhat 785006, Assam, India; Academy of Scientific and Innovative Research (AcSIR), Ghaziabad 201002, U. P., India
| | - Nandan Kumar
- Advanced Computation and Data Sciences Division, CSIR-North East Institute of Science and Technology, Jorhat 785006, Assam, India
| | - S Vaikundamani
- Advanced Computation and Data Sciences Division, CSIR-North East Institute of Science and Technology, Jorhat 785006, Assam, India
| | - Selvaraman Nagamani
- Advanced Computation and Data Sciences Division, CSIR-North East Institute of Science and Technology, Jorhat 785006, Assam, India; Academy of Scientific and Innovative Research (AcSIR), Ghaziabad 201002, U. P., India
| | - Hridoy Jyoti Mahanta
- Advanced Computation and Data Sciences Division, CSIR-North East Institute of Science and Technology, Jorhat 785006, Assam, India; Academy of Scientific and Innovative Research (AcSIR), Ghaziabad 201002, U. P., India
| | - G Madhavi Sastry
- Schrödinger Inc., HITEC City, Hyderabad, Telangana 500081, India
| | - G Narahari Sastry
- Advanced Computation and Data Sciences Division, CSIR-North East Institute of Science and Technology, Jorhat 785006, Assam, India; Academy of Scientific and Innovative Research (AcSIR), Ghaziabad 201002, U. P., India.
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Krishna Deepak RNV, Abdullah A, Talwar P, Fan H, Ravanan P. Identification of FDA-approved drugs as novel allosteric inhibitors of human executioner caspases. Proteins 2018; 86:1202-1210. [PMID: 30194780 DOI: 10.1002/prot.25601] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2018] [Revised: 09/03/2018] [Accepted: 09/04/2018] [Indexed: 01/10/2023]
Abstract
The regulation of apoptosis is a tightly coordinated process and caspases are its chief regulators. Of special importance are the executioner caspases, caspase-3/7, the activation of which irreversibly sets the cell on the path of death. Dysregulation of apoptosis, particularly an increased rate of cell death lies at the root of numerous human diseases. Although several peptide-based inhibitors targeting the homologous active site region of caspases have been developed, owing to their non-specific activity and poor pharmacological properties their use has largely been restricted. Thus, we sought to identify FDA-approved drugs that could be repurposed as novel allosteric inhibitors of caspase-3/7. In this study, we virtually screened a catalog of FDA-approved drugs targeting an allosteric pocket located at the dimerization interface of caspase-3/7. From among the top-scoring hits we short-listed 5 compounds for experimental validation. Our enzymatic assays using recombinant caspase-3 suggested that 4 out of the 5 drugs effectively inhibited caspase-3 enzymatic activity in vitro with IC50 values ranging ~10-55 μM. Structural analysis of the docking poses show the 4 compounds forming specific non-covalent interactions at the allosteric pocket suggesting that these molecules could disrupt the adjacently-located active site. In summary, we report the identification of 4 novel non-peptide allosteric inhibitors of caspase-3/7 from among FDA-approved drugs.
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Affiliation(s)
- R N V Krishna Deepak
- Bioinformatics Institute (BII), Agency for Science, Technology and Research (A*STAR), Singapore
| | - Ahmad Abdullah
- Apoptosis and Cell Survival Research Laboratory, School of Biosciences and Technology, VIT University, Vellore, Tamil Nadu, India
| | - Priti Talwar
- Apoptosis and Cell Survival Research Laboratory, School of Biosciences and Technology, VIT University, Vellore, Tamil Nadu, India
| | - Hao Fan
- Bioinformatics Institute (BII), Agency for Science, Technology and Research (A*STAR), Singapore.,Department of Biological Sciences, National University of Singapore, Singapore.,Centre for Computational Biology, DUKE-NUS Medical School, Singapore
| | - Palaniyandi Ravanan
- Apoptosis and Cell Survival Research Laboratory, School of Biosciences and Technology, VIT University, Vellore, Tamil Nadu, India
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Unconventional N-H…N Hydrogen Bonds Involving Proline Backbone Nitrogen in Protein Structures. Biophys J 2017; 110:1967-79. [PMID: 27166805 DOI: 10.1016/j.bpj.2016.03.034] [Citation(s) in RCA: 30] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2015] [Revised: 03/28/2016] [Accepted: 03/29/2016] [Indexed: 01/08/2023] Open
Abstract
Contrary to DNA double-helical structures, hydrogen bonds (H-bonds) involving nitrogen as the acceptor are not common in protein structures. We systematically searched N-H…N H-bonds in two different sets of protein structures. Data set I consists of neutron diffraction and ultrahigh-resolution x-ray structures (0.9 Å resolution or better) and the hydrogen atom positions in these structures were determined experimentally. Data set II contains structures determined using x-ray diffraction (resolution ≤ 1.8 Å) and the positions of hydrogen atoms were generated using a computational method. We identified 114 and 14,347 potential N-H…N H-bonds from these two data sets, respectively, and 56-66% of these were of the Ni+1-Hi+1…Ni type, with Ni being the proline backbone nitrogen. To further understand the nature of such unusual contacts, we performed quantum chemical calculations on the model compound N-acetyl-L-proline-N-methylamide (Ace-Pro-NMe) with coordinates taken from the experimentally determined structures. A potential energy profile generated by varying the ψ dihedral angle in Ace-Pro-NMe indicates that the conformation with the N-H…N H-bond is the most stable. An analysis of H-bond-forming proline residues reveals that more than 30% of the proline carbonyl groups are also involved in n → π(∗) interactions with the carbonyl carbon of the preceding residue. Natural bond orbital analyses demonstrate that the strength of N-H…N H-bonds is less than half of that observed for a conventional H-bond. This study clearly establishes the H-bonding capability of proline nitrogen and its prevalence in protein structures. We found many proteins with multiple instances of H-bond-forming prolines. With more than 15% of all proline residues participating in N-H…N H-bonds, we suggest a new, to our knowledge, structural role for proline in providing stability to loops and capping regions of secondary structures in proteins.
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Mishra NK, Krishna Deepak RNV, Sankararamakrishnan R, Verma S. Controlling in Vitro Insulin Amyloidosis with Stable Peptide Conjugates: A Combined Experimental and Computational Study. J Phys Chem B 2015; 119:15395-406. [DOI: 10.1021/acs.jpcb.5b08215] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Affiliation(s)
- Narendra Kumar Mishra
- Department of Chemistry, DST Thematic
Unit of Excellence on Soft
Nanofabrication and ‡Department of Biological Sciences and Bioengineering, Indian Institute of Technology Kanpur, Kanpur 208016 Uttar Pradesh, India
| | - R. N. V. Krishna Deepak
- Department of Chemistry, DST Thematic
Unit of Excellence on Soft
Nanofabrication and ‡Department of Biological Sciences and Bioengineering, Indian Institute of Technology Kanpur, Kanpur 208016 Uttar Pradesh, India
| | - Ramasubbu Sankararamakrishnan
- Department of Chemistry, DST Thematic
Unit of Excellence on Soft
Nanofabrication and ‡Department of Biological Sciences and Bioengineering, Indian Institute of Technology Kanpur, Kanpur 208016 Uttar Pradesh, India
| | - Sandeep Verma
- Department of Chemistry, DST Thematic
Unit of Excellence on Soft
Nanofabrication and ‡Department of Biological Sciences and Bioengineering, Indian Institute of Technology Kanpur, Kanpur 208016 Uttar Pradesh, India
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Jain A, Jochum M, Peter C. Molecular dynamics simulations of peptides at the air-water interface: influencing factors on peptide-templated mineralization. LANGMUIR : THE ACS JOURNAL OF SURFACES AND COLLOIDS 2014; 30:15486-15495. [PMID: 25470652 DOI: 10.1021/la503549q] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/04/2023]
Abstract
Biomineralization is the intricate, biomedically highly relevant process by which living organisms deposit minerals on biological matrices to stiffen tissues and build skeletal structures and shells. Rapaport and coworkers ( J. Am. Chem. Soc. 2000 , 122 , 12523 ; Adv. Funct. Mater. 2008 , 18 , 2889 ; Acta Biomater. 2012 , 8 , 2466 ) have designed a class of self-assembling amphiphilic peptides that are capable of forming hydrogels and attracting ions from the environment, generating structures akin to the extracellular matrix and promoting bone regeneration. The air-water interface serves both in experiment and in simulations as a model hydrophobic surface to mimic the cell's organic-aqueous interface and to investigate the organization of the peptide matrix into ordered β-pleated monolayers and the subsequent onset of biomineral formation. To obtain insight into the underlying molecular mechanism, we have used molecular dynamics simulations to study the effect of peptide sequence on aggregate stability and ion-peptide interactions. We find-in excellent agreement with experimental observations-that the nature of the peptide termini (proline vs phenylalanine) affect the aggregate order, while the nature of the acidic side chains (aspartic vs glutamic acid) affect the aggregate's stability in the presence of ions. These simulations provide valuable microscopic insight into the way ions and peptide templates mutually affect each other during the early stages of biomineralization preceding nucleation.
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Affiliation(s)
- Alok Jain
- Max Planck Institute for Polymer Research , Ackermannweg 10, 55128 Mainz, Germany
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Modi V, Sankararamakrishnan R. Antiapoptotic Bcl-2 homolog CED-9 in Caenorhabditis elegans
: Dynamics of BH3 and CED-4 binding regions and comparison with mammalian antiapoptotic Bcl-2 proteins. Proteins 2013; 82:1035-47. [DOI: 10.1002/prot.24476] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2013] [Revised: 10/16/2013] [Accepted: 11/04/2013] [Indexed: 12/29/2022]
Affiliation(s)
- Vivek Modi
- Department of Biological Sciences & Bioengineering; Indian Institute of Technology Kanpur; Kanpur 208016 India
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Modi V, Lama D, Sankararamakrishnan R. Relationship between helix stability and binding affinities: molecular dynamics simulations of Bfl-1/A1-binding pro-apoptotic BH3 peptide helices in explicit solvent. J Biomol Struct Dyn 2013; 31:65-77. [DOI: 10.1080/07391102.2012.691363] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
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Mahadevi AS, Sastry GN. Cation-π interaction: its role and relevance in chemistry, biology, and material science. Chem Rev 2012; 113:2100-38. [PMID: 23145968 DOI: 10.1021/cr300222d] [Citation(s) in RCA: 719] [Impact Index Per Article: 59.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Affiliation(s)
- A Subha Mahadevi
- Molecular Modeling Group, CSIR-Indian Institute of Chemical Technology Tarnaka, Hyderabad 500 607, Andhra Pradesh, India
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