Abstract
Base pairing in RNA are significantly rich and versatile due to the potential non-canonical base pairing amongst nucleotides. Not only that, one base in RNA can pair with more than one bases simultaneously. This opens up a new dimension of research to detect such types of base-base pair networks in RNA and to analyze them. Even if a base do not form a pair, it may have significant extent of \(\pi\)-\(\pi\) stacking overlap that can stabilize the structures. In this work, we report a software tool, called BPNet, that accepts a mmCIF or PDB file and computes the base-pair/\(\pi\)-\(\pi\) contact network components using graph formalism. The software can run on Linux platform in both serial and parallel modes. It generates several information in suitable file formats for visualization of the networks. This paper describes the BPNet software and also presents some interesting results obtained by analyzing several RNA structures by the software to show its effectiveness.
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Data Availability
BPNet is Available at: https://github.com/computational-biology/bpnet;branch:master
References
Voet D, Voet JG (1990) Biochemistry. Wiley, New York
Miao Z, Westhof E (2017) RNA structure: advances and assessment of 3d structure prediction. Ann Rev Biophys 46(1):483–503
Luo J, Bruice TC (2002) Ten-nanosecond molecular dynamics simulation of the motions of the horse liver alcohol dehydrogenasephch2o-complex. Proc Natl Acad Sci 99(26):16597–16600
Leontis NB, Westhof E (2001) Geometric nomenclature and classification of RNA base pairs. RNA 7(4):499–512
Almakarem ASA, Petrov AI, Stombaugh J, Zirbel CL, Leontis NB (2011) Comprehensive survey and geometric classification of base triples in RNA structures. Nucleic Acids Res 40(4):1407–1423
Firdaus-Raih M, Hamdani HY, Nadzirin N, Ramlan EI, Willett P, Artymiuk PJ (2014) COGNAC: a web server for searching and annotating hydrogen-bonded base interactions in RNA three-dimensional structures. Nucleic Acids Res 42(W1):W382–W388
Bhattacharya S, Jhunjhunwala A, Halder A, Bhattacharyya D, Mitra A (2019) Going beyond base-pairs: topology-based characterization of base-multiplets in RNA. RNA 25(5):573–589
Hamdani HY, Firdaus-Raih M (2019) Identification of structural motifs using networks of hydrogen-bonded base interactions in RNA crystallographic structures. Crystals 9(11):550
Kim SH, Quigley G, Suddath FL, McPherson A, Sneden D, Kim JJ, Weinzierl J, Blattmann P, Rich A (1972) The three-dimensional structure of yeast phenylalanine transfer RNA: shape of the molecule at 5.5-å resolution. Proc Natl Acad Sci 69(12):3746–3750
Kim SH, Sussman JL, Suddath FL, Quigley GJ, McPherson A, Wang AHJ, Seeman NC, Rich A (1974) The general structure of transfer RNA molecules. Proc Natl Acad Sci 71(12):4970–4974
Serganov A, Huang L, Patel DJ (2008) Structural insights into amino acid binding and gene control by a lysine riboswitch. Nature 455:1263–1267
Mitra A, Sharma M, Bulusu G (2009) MD simulations of ligand-bound and ligand-free aptamer: molecular level insights into the binding and switching mechanism of the add a-riboswitch. RNA 15(9):1673–1692
Wu L, Chai D, Fraser ME, Zimmerly S (2012) Structural variation and uniformity among tetraloop-receptor interactions and other loop-helix interactions in RNA crystal structures. PLoS ONE 7:e49225
Sykes MT, Levitt M (2005) Describing RNA structure by libraries of clustered nucleotide doublets. J Mol Biol 351(1):26–38
Berman HM, Olson WK, Beveridge DL, Westbrook J, Gelbin A, Demeny T, Hsieh SH, Srinivasan AR, Schneider B (1992) The nucleic acid database a comprehensive relational database of three-dimensional structures of nucleic acids. Biophys J 63(3):751–759
Narayanan BC, Westbrook J, Ghosh S, Petrov AI, Sweeney B, Zirbel CL, Leontis NB, Berman HM (2013) The nucleic acid database: new features and capabilities. Nucleic Acids Res 42(D1):D114–D122
Berman HM, Westbrook J, Feng Z, Gilliland G, Bhat TN, Weissig H, Shindyalov IN, Bourne PE (2000) The protein data bank. Nucleic Acids Res 28(1):235–242
Das J, Mukherjee S, Mitra A, Bhattacharyya D (2006) Non-canonical base pairs and higher order structures in nucleic acids: crystal structure database analysis. J Biomol Struct Dyn 24(2):149–161
Popenda M, Miskiewicz J, Sarzynska J, Zok T, Szachniuk M (2020) Topology-based classification of tetrads and quadruplex structures. Bioinformatics 36(4):1129–1134
Zok T, Popenda M, Szachniuk M (2020) ElTetrado: a tool for identification and classification of tetrads and quadruplexes. BMC Bioinf 40(21):20
Sayle R, White EM (1995) Rasmol: biomolecular graphics for all. Trends Biochem Sci 20(9):374
Humphrey W, Dalke A, Schulten K (1996) VMD—visual molecular dynamics. J Mol Graph 14:33–38
Schrödinger, LLC (2015) The PyMOL molecular graphics system, version 2.5.0
Jenner L, Demeshkina N, Yusupova G et al (2010) Structural rearrangements of the ribosome at the tRNA proofreading step. Nat Struct Mol Biol 17:1072–1078
Darty K, Denise A, Ponty Y (2009) Varna: interactive drawing and editing of the RNA secondary structure. Bioinformatics (Oxford, England) 25(15):1974–1975
Burley S.K., Bhikadiya C, Bi C, Bittrich S, Chen Li, Crichlow G.V., Christie C.H., Dalenberg K, Di Costanzo L, Duarte J. M, Dutta S, Feng Z, Ganesan S, Goodsell D.S., Ghosh S, Green R.K., Guranović V, Guzenko D, Hudson B.P., Lawson C.L., Liang Y, Lowe R, Namkoong H, Peisach E, Persikova I, Randle C, Rose A, Rose Y, Sali A, Segura J, Sekharan M, Shao C, Tao Y.P., Voigt M, Westbrook J.D., Young J.Y., Zardecki C, Zhuravleva M (2020) RCSB Protein Data Bank: powerful new tools for exploring 3D structures of biological macromolecules for basic and applied research and education in fundamental biology, biomedicine, biotechnology, bioengineering and energy sciences. Nucleic Acids Research, 49(D1):D437–D451,
Aydinkal R, Sercinoglu O, Ozbek P (2019) Prosnex: a web-based application for exploration and analysis of protein structures using network formalism. Nucleic Acids Res 47:W471–W476
Chakrabarty B, Parekh N (2016) NAPS: network analysis of protein structures. Nucleic Acids Res 44(W1):W375–W382
Acknowledgements
Authors are thankful to Dr. Debasish Mukherjee, Institute of Molecular Biology gGmbH (IMB), Ackermannweg 4, 55128 Mainz, Germany for his contribution to I/O subsystem of BPFIND.
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Roy, P., Bhattacharyya, D. Contact networks in RNA: a structural bioinformatics study with a new tool. J Comput Aided Mol Des 36, 131–140 (2022). https://doi.org/10.1007/s10822-021-00438-x
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DOI: https://doi.org/10.1007/s10822-021-00438-x