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A Benchmark Dataset Comprising Partition and Distribution Coefficients of Linear Peptides

DOI: 10.7167/2013/976758

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Abstract:

Peptides have a dominant role in biology; yet the study of their physical properties is at best sporadic. Peptide quantitative structure-activity relationship (QSAR) lags far behind the QSAR analysis of drug-like organic small molecules. Traditionally, QSAR has focussed on experimentally determined partition coefficients as the main descriptor of hydrophobicity. A partition coefficient ( ) is the ratio between the concentrations of an uncharged chemical substance in two immiscible phases: most typically water and an organic solvent, usually 1-octanol. A distribution coefficient ( ) is the equivalent ratio for charged molecules. We report here a compilation of partition and distribution coefficients for linear peptides compiled from literature reports, suitable for the development and benchmarking of peptide and prediction algorithms. 1. Introduction Peptides abound in nature, functioning as hormones, including bradykinins, insulin, gastrins, oxytocins, and various growth factors; as neuropeptides [1], such as encephalins and endorphins; as MHC-bound epitopes, the principal recognition element in cellular immunology [2]; as intermediates in the degradation of proteins [3]; as bacteriocins [4], such as microcins; as antimicrobial host defence peptides [5], such as dermcidins and defensins; and as venom peptides [6], such as α-, μ-, and ω-conotoxins, χ-conopeptides, conantokins, and contulakins; to name but a few of their many important and diverse roles and functions. However, peptides have historically been regarded by the pharmaceutical industry as poor drug candidates [7], not least as they are thought to lack desirable Lipinski-like qualities, such as possessing a low molecular weight [8]. Naturally occurring peptides also often have a limited half-life. If administered orally, they are rapidly broken down by endo- and exopeptidases within the gut, reducing oral bioavailability. For this reason, therapeutic peptides are often delivered parenterally, which can be both impractical and expensive. The use of peptides also has many potential advantages, if these practical problems can be overcome. Peptides can be highly specific, thus reducing unnecessary side effects; whilst naturally occurring peptides are likely to exhibit low toxicity. Thus, many peptides have been licensed as drugs [7], including captopril, nesiritide, ceruletide, and exenatide. Peptide vaccines are, likewise, an area of active research in both clinical and preclinical environments [9]. So-called cell-penetrating peptides form another avenue being vigorously investigated, this time as

References

[1]  C. J. Grimmelikhuijzen and F. Hauser, “Mini-review: the evolution of neuropeptide signaling,” Regulatory Peptides, 177, pp. S6–S9, 2012.
[2]  P. M. Saunders and P. van Endert, “Running the gauntlet: from peptide generation to antigen presentation by MHC class I,” Tissue Antigens, vol. 78, no. 3, pp. 161–170, 2011.
[3]  A. V. Sorokin, E. R. Kim, and L. P. Ovchinnikov, “Proteasome system of protein degradation and processing,” Biochemistry, vol. 74, no. 13, pp. 1411–1442, 2009.
[4]  M. Nishie, J. Nagao, and K. Sonomoto, “Antibacterial peptides, “bacteriocins”: an overview of their diverse characteristics and applications,” Biocontrol Science, vol. 17, no. 1, pp. 1–16, 2012.
[5]  L. Steinstraesser, U. Kraneburg, F. Jacobsen, and S. Al-Benna, “Host defense peptides and their antimicrobial-immunomodulatory duality,” Immunobiology, vol. 216, no. 3, pp. 322–333, 2011.
[6]  R. J. Lewis and M. L. Garcia, “Therapeutic potential of venom peptides,” Nature Reviews Drug Discovery, vol. 2, no. 10, pp. 790–802, 2003.
[7]  D. J. Craik, D. P. Fairlie, S. Liras, and D. Price, “The future of peptide-based drugs,” Chemical Biology & Drug Design, vol. 81, no. 1, pp. 136–147, 2013.
[8]  C. A. Lipinski, F. Lombardo, B. W. Dominy, and P. J. Feeney, “Experimental and computational approaches to estimate solubility and permeability in drug discovery and development settings,” Advanced Drug Delivery Reviews, vol. 46, no. 1–3, pp. 3–26, 2001.
[9]  M. S. Bijker, C. J. M. Melief, R. Offringa, and S. H. Van Der Burg, “Design and development of synthetic peptide vaccines: past, present and future,” Expert Review of Vaccines, vol. 6, no. 4, pp. 591–603, 2007.
[10]  F. Milletti, “Cell-penetrating peptides: classes, origin, and current landscape,” Drug Discovery Today, vol. 17, no. 15-16, pp. 850–860, 2012.
[11]  D. G. Sprous, R. K. Palmer, J. T. Swanson, and M. Lawless, “QSAR in the pharmaceutical research setting: QSAR models for broad, large problems,” Current Topics in Medicinal Chemistry, vol. 10, no. 6, pp. 619–637, 2010.
[12]  R. E. Jacobs and S. H. White, “The nature of the hydrophobic binding of small peptides at the bilayer interface: implications for the insertion of transbilayer helices,” Biochemistry, vol. 28, no. 8, pp. 3421–3437, 1989.
[13]  M. Miyanaga, K. Imamura, K. Tanaka, T. Sakiyama, and K. Nakanishi, “Analysis for partition equilibrium of amino acid derivatives in aqueous/organic biphasic systems,” Journal of Bioscience and Bioengineering, vol. 88, no. 6, pp. 651–658, 1999.
[14]  C. P. Toseland, H. McSparron, M. N. Davies, and D. R. Flower, “PPD v1.0—an integrated, web-accessible database of experimentally determined protein pKa values,” Nucleic Acids Research, vol. 34, pp. D199–D203, 2006.
[15]  X. Fang, Q. Fernando, S. O. Ugwu, and J. Blanchard, “An improved method for determination of acid dissociation constants of peptides,” Pharmaceutical Research, vol. 12, no. 10, pp. 1423–1429, 1995.
[16]  S. J. Thompson, C. K. . Hattotuwagama, J. D. Holliday, and D. R. Flower, “On the hydrophobicity of peptides: comparing empirical predictions of peptide log P values,” Bioinformation, vol. 1, no. 7, pp. 237–241, 2006.
[17]  D. Weininger, “SMILES, a chemical language and information system. 1. Introduction to methodology and encoding rules,” Journal of Chemical Information and Computer Sciences?, vol. 28, no. 1, pp. 31–36, 1988.
[18]  W. D. Ihlenfeldt, “The cactvs chemoinformatics toolkit: universal chemical information processing with Tcl scripts,” in Proceedings of the 238th ACS National Meeting, American Chemical Society, Washington, DC, USA, August2009.
[19]  A. Dalby, J. G. Nourse, W. Douglas Hounshell et al., “Description of several chemical structure file formats used by computer programs developed at molecular design limited,” Journal of Chemical Information and Computer Sciences, vol. 32, no. 3, pp. 244–255, 1992.
[20]  P. Guan, I. A. Doytchinova, V. A. Walshe, P. Borrow, and D. R. Flower, “Analysis of peptide-protein binding using amino acid descriptors: prediction and experimental verification for human histocompatibility complex HLA-A*0201,” Journal of Medicinal Chemistry, vol. 48, no. 23, pp. 7418–7425, 2005.

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