Abstract
Proper interpretation of analytical ultracentrifugation (AUC) data for purified proteins requires ancillary information and calculations to account for factors such as buoyancy, buffer viscosity, hydration, and temperature. The utility program SEDNTERP has been widely used by the AUC community for this purpose since its introduction in the mid-1990s. Recent extensions to this program (1) allow it to incorporate data from diffusion as well as AUC experiments; and (2) allow it to calculate the refractive index of buffer solutions (based on the solute composition of the buffer), as well as the specific refractive increment (dn/dc) of proteins based on their composition. These two extensions should be quite useful to the light scattering community as well as helpful for AUC users. The latest version also adds new terms to the partial specific volume calculations which should improve the accuracy, particularly for smaller proteins and peptides, and can calculate the viscosity of buffers containing heavy isotopes of water. It also uses newer, more accurate equations for the density of water and for the hydrodynamic properties of rods and disks. This article will summarize and review all the equations used in the current program version and the scientific background behind them. It will tabulate the values used to calculate the partial specific volume and dn/dc, as well as the polynomial coefficients used in calculating the buffer density and viscosity (most of which have not been previously published), as well as the new ones used in calculating the buffer refractive index.
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Program and source code availability
The program and its source code are in the public domain; it can be redistributed or modified under the terms of version 3 of the GNU General Public License as published by the Free Software Foundation (see http://www.gnu.org/licenses/). The program installer can be downloaded from the author’s website (http://www.jphilo.mailway.com/download.htm); both the program installer and the source code are available at the RASMB software depot (http://philo.rasmb.org/software/sednterp/).
Notes
In this article, the term “buffer” means the solution in which the protein or other macromolecule is dissolved (whether or not that solution contains a buffering agent). That is, the buffer represents all solution components other than the macromolecule.
Do not confuse the s* symbol or the term “apparent sedimentation coefficient” as used here with the same symbol and terminology used in the context of the sedimentation coefficient distributions g(s*), ls-g(s*), or G(s*). In that context, the “apparent” adjective and the ‘*’ symbol relate to the spreading of sedimentation boundaries by diffusion, not to the fact that the value depends on buffer density, viscosity, or temperature.
It should probably be stated explicitly that standardizing s* to “conditions of pure water” only means correcting for differences in buffer density and viscosity relative to pure water, and not that one should actually measure the value in pure water (which would give highly distorted values for any protein due to strong electrostatic solution non-ideality effects at low ionic strength).
Note that the corresponding equation in Laue et al. (1992) was incorrect.
The tables in the Handbook of Chemistry and Physics are based on n = 1.3330 for pure water (relative to air).
Note that although in this article we are distinguishing between the f/fp and f/f0 ratios in order to document all calculation details, in a publication the f/fp ratio would normally be described as “the f/f0 ratio”. In other words, outside the context of SEDNTERP, the symbol f0 normally means the frictional coefficient calculated from the equivalent radius, no matter how that equivalent radius was calculated.
These coefficients differ from, and provide better accuracy than, those for corresponding Eqs. 23 and 24 in Laue et al. (1992).
Note that in Zhao et al. 2011 the molar refractivity value listed for cysteine is actually that for cystine.
References
(1986) CRC Handbook of Chemistry and Physics. 67th edn. Weast, R. C (ed) CRC Press, Boca Raton
Arakawa T, Timasheff SN (1985) Calculation of the partial specific volume of proteins in concentrated salt and amino acid solutions. Methods Enzymol 117:60–65
Arakawa T, Ejima D, Li T, Philo JS (2010) The critical role of mobile phase composition in size exclusion chromatography of protein pharmaceuticals. J Pharm Sci 99:1674–1692. https://doi.org/10.1002/jps.21974
Batchelor GK (1972) Sedimentation in a dilute dispersion of spheres. J Fluid Mechanics 52:245–268. https://doi.org/10.1017/S0022112072001399
Borzova VA, Markossian KA, Kara DA, Chebotareva NA, Makeeva VF, Poliansky NB, Muranov KO, Kurganov BI (2013) Quantification of anti-aggregation activity of chaperones: a test-system based on dithiothreitol-induced aggregation of bovine serum albumin. PLoS ONE 8:e74367. https://doi.org/10.1371/journal.pone.0074367
Brady JF, Durlofsky LJ (1988) The sedimentation rate of disordered suspensions. Phys Fluids 31:717–727. https://doi.org/10.1063/1.866808
Cantor CR, Schimmel PR (1990) Biophysical chemistry, Part II: techniques for the study of biological structure and function. W.H. Freeman, San Francisco, p 365
Cho CH, Urquidi J, Singh S, Robinson GW (1999) Thermal offset viscosities of liquid H2O, D2O, and T2O. J Phys Chem B 103:1991–1994. https://doi.org/10.1021/jp9842953
Ciddor PE (1996) Refractive index of air: new equations for the visible and near infrared. Appl Optics 35:1566–1573. https://doi.org/10.1364/AO.35.001566
Cohn EJ, Edsall JT (1943) Proteins, amino acids and peptides. Reinhold, New York, p 157
Creeth JM, Knight CG (1965) On the estimation of the shape of macromolecules from sedimentation and viscosity measurements. Biochim Biophys Acta 102:549–558. https://doi.org/10.1016/0926-6585(65)90145-7
Crocker JC, Grier DG (1996) Methods of digital video microscopy for colloidal studies. J Colloid Interface Sci 179:298–310. https://doi.org/10.1006/jcis.1996.0217
Dill KA, Bromberg S (2010) Molecular driving forces: statistical thermodynamics in biology, chemistry, physics, and nanoscience. Garland Science, New York, p 327
Durchschlag H (1986) Specific volumes of biological macromolecules and some other molecules of biological interest. In: Hinz HJ (ed) Thermodynamic data for biochemistry and biotechnology. Springer-Verlag, Berlin, pp 45–128
Durchschlag H, Zipper P (2001) Comparative investigations of biopolymer hydration by physicochemical and modeling techniques. Biophys Chem 93:141–157. https://doi.org/10.1016/S0301-4622(01)00217-4
Durchschlag H, Zipper P (2003) Modeling the hydration of proteins: prediction of structural and hydrodynamic parameters from X-ray diffraction and scattering data. Eur Biophys J 32:487–502. https://doi.org/10.1007/s00249-003-0293-z
Edelhoch H (1967) Spectroscopic determination of tryptophan and tyrosine in proteins. Biochemistry 6:1948–1954. https://doi.org/10.1021/bi00859a010
Fasman GD (1989) Molar absorptivity and A(1%,1 cm) values for proteins at selected wavelengths of the ultraviolet and visible region. Practical handbook of biochemistry and molecular biology. CRC Press, Boca Raton, pp 286–293
Fleming PJ, Correia JJ, Fleming KG (2023) Revisiting macromolecular hydration with HullRadSAS. Eur Biophys J (in Press). https://doi.org/10.1007/s00249-022-01627-8
Fujita H (1975) Foundations of ultracentrifugal analysis. Wiley
Gabrielson JP, Arthur KK, Kendrick BS, Randolph TW, Stoner MR (2008) Common excipients impair detection of protein aggregates during sedimentation velocity analytical ultracentrifugation. J Pharm Sci 98:50–62. https://doi.org/10.1002/jps.21403
Gill SC, Von Hippel PH (1989) Calculation of protein extinction coefficients from amino acid sequence data. Anal Biochem 182:319–326. https://doi.org/10.1016/0003-2697(89)90602-7
Hansen S (2004) Translational friction coefficients for cylinders of arbitrary axial ratios estimated by Monte Carlo simulation. J Chem Phys 121:9111–9115. https://doi.org/10.1063/1.1803533
Harding SE (1987) A general method for modeling macromolecular shape in solution: a graphical (II-G) intersection procedure for triaxial ellipsoids. Biophys J 51:673–680. https://doi.org/10.1016/S0006-3495(87)83392-1
Harding SE (1997) The intrinsic viscosity of biological macromolecules. Progress in measurement, interpretation and application to structure in dilute solution. Prog Biophys Mol Biol 68:207–262. https://doi.org/10.1016/s0079-6107(97)00027-8
Harding SE, Johnson P (1985) The concentration-dependence of macromolecular parameters. Biochem J 231:543–547. https://doi.org/10.1042/bj2310543
Harvey AH, Gallagher JS, Sengers JMHL (1998) Revised formulation for the refractive index of water and steam as a function of wavelength, temperature and density. J Phys Chemical Ref Data 27:761–774. https://doi.org/10.1063/1.556029
Hasselbalch KA (1917) The calculation of the hydrogen content in blood from free and combined carbonic acid, and the oxygen compound of the blood as the function of the hydrogen content. Biochem Z 78:112–144
Heller W (1965) Remarks on refractive index mixture rules. J Phys Chem 69:1123–1129. https://doi.org/10.1021/j100888a006
Henderson LJ (1908) Concerning the relationship between the strength of acids and their capacity to preserve neutrality. Amer J Physiol 21:173–179. https://doi.org/10.1152/ajplegacy.1908.21.2.173
Höiland H (1986) Partial molar volumes of biochemical model compounds in aqueous solutions. Thermodynamic data for biochemistry and biotechnology. Springer-Verlag, Berlin, pp 17–44
Jones OT, Earnest JP, McNamee MG (1987) Solubilization and reconstitution of membrane proteins. In: Findlay JBC, Evans WH (eds) Biological membranes: a practical approach. IRL Press, Oxford, pp 139–177
Kawahara K, Tanford C (1966) Viscosity and density of aqueous solutions of urea and guanidine hydrochloride. J Biol Chem 241:3228–3232. https://doi.org/10.1016/S0021-9258(18)96519-1
Kendrick BS, Kerwin BA, Chang BS, Philo JS (2001) Online size-exclusion high-performance liquid chromatography light scattering and differential refractometry methods to determine degree of polymer conjugation to proteins and protein-protein or protein-ligand association states. Anal Biochem 299:136–146. https://doi.org/10.1006/abio.2001.5411
Kielley WW, Harrington WF (1960) A model for the myosin molecule. Biochim Biophys Acta 41:401–421. https://doi.org/10.1016/0006-3002(60)90037-8
Kingsbury JS, Saini A, Auclair SM, Fu L, Lantz MM, Halloran KT, Calero-Rubio C, Schwenger W, Airiau CY, Zhang J, Gokarn Y (2020) A single molecular descriptor to predict solution behavior of therapeutic antibodies. Sci Adv 6:eabb0372. https://doi.org/10.1126/sciadv.abb0372
Koerner MM, Palacio LA, Wright JW, Schweitzer KS, Ray BD, Petrache HI (2011) Electrodynamics of lipid membrane interactions in the presence of zwitterionic buffers. Biophys J 101:362–369. https://doi.org/10.1016/j.bpj.2011.05.062
Kumosinski TF, Pessen H (1985) Structural interpretation of hydrodynamic measurements of proteins in solution through correlations with X-ray data. Methods Enzymol 117:154–182. https://doi.org/10.1016/S0076-6879(85)17013-8
Kuntz ID (1971) Hydration of macromolecules. IV. Polypeptide conformation in frozen solutions. J Am Chem Soc 93:516–518. https://doi.org/10.1021/ja00731a037
Kuntz ID, Kauzmann W (1974) Hydration of proteins and polypeptides. Adv Protein Chem 28:239–345. https://doi.org/10.1016/S0065-3233(08)60232-6
Laue TM, Shah BD, Ridgeway TM, Pelletier SL (1992) Computer-aided interpretation of analytical sedimentation data for proteins. In: Harding SE, Rowe AJ, Horton JC (eds) Analytical ultracentrifugation in biochemistry and polymer science. Royal Society of Chemistry, Cambridge, pp 90–125
Lee JC, Gekko K, Timasheff SN (1979) Measurements of preferential solvent interactions by densimetric techniques. Methods Enzymol 61:26. https://doi.org/10.1016/0076-6879(79)61005-4
Lee JC, Timasheff SN (1974) Partial specific volumes and interactions with solvent components of proteins in guanidine hydrochloride. Biochemistry 13:257–265. https://doi.org/10.1021/bi00699a005
Lewis MS, Junghans RP (2000) Ultracentrifugal analysis of molecular mass of glycoproteins of unknown or ill-defined carbohydrate composition. Methods Enzymol 321:136–149. https://doi.org/10.1016/S0076-6879(00)21191-9
Lu Y, Harding SE, Turner A, Smith B, Athwal DS, Grossmann JG, Davis KG, Rowe AJ (2008) Effect of PEGylation on the solution conformation of antibody fragments. J Pharm Sci 97:2062–2079. https://doi.org/10.1002/jps.21170
Lüscher-Mattli M (1986) Thermodynamic parameters of biopolymer-water systems. Thermodynamic data for biochemistry and biotechnology. Springer-Verlag, Berlin, pp 276–294
McMeekin TL, Groves ML, Hipp NJ (1964) Refractive indices of amino acids, proteins, and related substances. In: Stekol J (ed) Amino acids and serum proteins. ACS Publications, Washington, D.C.
Moser MR, Baker CA (2021) Taylor dispersion analysis in fused silica capillaries: a tutorial review. Anal Methods 13:2357–2373. https://doi.org/10.1039/D1AY00588J
Mrevlishvili GM (1986) Heat capacities of biological macromolecules. Thermodynamic data for biochemistry and biotechnology. Springer-Verlag, Berlin, pp 148–176
Odhner H, Jacobs DT (2012) Refractive index of liquid D2O for visible wavelengths. J Chemical Eng Data 57:166–168. https://doi.org/10.1021/je200969r
Oncley JL (1941) Evidence from physical chemistry regarding the size and shape of protein molecules from ultracentrifugation, diffusion, viscosity, dielectric dispersion, and double refraction of flow. Ann NY Acad Sci 41:121–150. https://doi.org/10.1111/j.1749-6632.1941.tb35233.x
Pace CN, Vajdos F, Fee L, Grimsley G, Gray T (1995) How to measure and predict the molar absorption coefficient of a protein. Protein Sci 4:2411–2423. https://doi.org/10.1002/pro.5560041120
Patek J, Hruby J, Klomfar J, Souckova M, Harvey AH (2009) Reference correlations for thermophysical properties of liquid water at 0.1 MPa. J Phys Chemical Ref Data 38:21–29. https://doi.org/10.1063/1.3043575
Perkins SJ (1986) Protein volumes and hydration effects. The calculations of partial specific volumes, neutron scattering matchpoints and 280-nm absorption coefficients for proteins and glycoproteins from amino acid sequences. Eur J Biochem 157:169–180. https://doi.org/10.1111/j.1432-1033.1986.tb09653.x
Perlmann GE, Longsworth LG (1948) The specific refractive increment of some purified proteins. J Am Chem Soc 70:2719–2724. https://doi.org/10.1021/ja01188a027
Pessen H, Kumosinski TF (1985) Measurements of protein hydration by various techniques. Methods Enzymol 117:219–255. https://doi.org/10.1016/S0076-6879(85)17016-3
Philo JS (1994) Measuring sedimentation, diffusion, and molecular weights of small molecules by direct fitting of sedimentation velocity concentration profiles. In: Schuster TM, Laue TM (eds) Modern analytical ultracentrifugation. Birkhauser, Boston, pp 156–170
Prakash V, Timasheff SN (1985) Calculation of partial specific volumes of proteins in 8 M urea solution. Methods Enzymol 117:53–60. https://doi.org/10.1016/S0076-6879(85)17006-0
Press WH, Teukolsky SA, Vetterling WT, Flannery BP (1992) Numerical recipes in FORTRAN 77: the art of scientific computation, 2nd edn. Cambridge University Press, Cambridge
Rukes B, Dooley RB (2020) Guideline on the use of fundamental physical constants and basic constants of water, IAPWS G5–01 (2020). Int Assoc Properties Water Steam 1–7. http://iapws.org/relguide/fundam.pdf
Schachman HK (1957) Ultracentrifugation, diffusion, and viscometry. Methods Enzymol 4:32–103. https://doi.org/10.1016/0076-6879(57)04050-1
Scheraga HA, Mandelkern L (1953) Consideration of the hydrodynamic properties of proteins. J Am Chem Soc 75:179–184
Schuck P (1998) Sedimentation analysis of noninteracting and self-associating solutes using numerical solutions to the Lamm equation. Biophys J 75:1503–1512
Scott DJ, Harding SE, Winzor DJ (2014) Concentration dependence of translational diffusion coefficients for globular proteins. Analyst 139:6242–6248. https://doi.org/10.1039/c4an01060d
Seki Y, Tomizawa T, Khechinashvili NN, Soda K (2002) Contribution of solvent water to the solution X-ray scattering profile of proteins. Biophys Chem 95:235–252. https://doi.org/10.1016/S0301-4622(01)00260-5
Shankawar AG, Shelke VA, Shankawar SG, Arbad BR (2011) Partial molar volumes and viscosity beta-coefficients of glycine in aqueous medium at 25, 30, and 40 °C. Der Chem Sin 2:59–63. https://www.imedpub.com/articles/partial-molar-volumes-and-viscosity-bcoefficents-of-glycine-in-aqueousmedium-at-25-30-and-40oc.pdf
Steckel F, Szapiro S (1963) Physical properties of heavy oxygen water. Part 1–-density and thermal expansion. Trans Faraday Soc 59:331–343. https://doi.org/10.1039/TF9635900331
Stefaniu A, Iulian O, Ciocirlan O (2011) Density, viscosity and refractive index of l-alanine and l-histidine in aqueous NaCl solutions at 298.15 K. Rev Roum Chim 56:869–874. https://revroum.lew.ro/wp-content/uploads/2011/RRCh_9_2011/Art%2004.pdf
Stetefeld J, McKenna SA, Patel TR (2016) Dynamic light scattering: a practical guide and applications in biomedical sciences. Biophys Rev 8:409–427. https://doi.org/10.1007/s12551-016-0218-6
Svedberg T, Pedersen KO (1940) The ultracentrifuge. Clarendon Press, Oxford
Svergun DI, Richard S, Koch MH, Sayers Z, Kuprin S, Zaccai G (1998) Protein hydration in solution: experimental observation by x-ray and neutron scattering. Proc Natl Acad Sci USA 95:2267–2272. https://doi.org/10.1073/pnas.95.5.2267
Szymczyk K, Taraba A (2017) Properties of aqueous solutions of nonionic surfactants, Triton X-114 and Tween 80, at temperatures from 293 to 318 K: spectroscopic and ultrasonic studies. Chemical Phys 483:96–102. https://doi.org/10.1016/j.chemphys.2016.11.015
Tangde VM, Sheikh NG, Malladi L, Tikhe DH (2017) Thermo-physical properties of L-arginine in aqueous and aqueous NaCl solutions at different temperatures. Int J Advanced Eng Management Sci 66–70. https://www.academia.edu/download/79398906/00d7bcba94495cf244823c92daf214a527f1.pdf
Teller DC (1976) Accessible area, packing volumes and interaction surfaces of globular proteins. Nature 260:729–731. https://doi.org/10.1038/260729a0
Teller DC, Swanson E, de Haën C (1979) The translational friction coefficient of proteins. Methods Enzymol 61:104–124. https://doi.org/10.1016/0076-6879(79)61010-8
Thurlkill RL, Grimsley GR, Scholtz JM, Pace CN (2006) pK values of the ionizable groups of proteins. Protein Sci 15:1214–1218. https://doi.org/10.1110/ps.051840806
Tirosh O, Barenholz Y, Katzhendler J, Priev A (1998) Hydration of polyethylene glycol-grafted liposomes. Biophys J 74:1371–1379. https://doi.org/10.1016/S0006-3495(98)77849-X
Traube J (1899) Samml Chem Vortr 4:255–332
Wen J, Arakawa T, Philo JS (1996) Size-exclusion chromatography with on-line light-scattering, absorbance, and refractive index detectors for studying proteins and their interactions. Anal Biochem 240:155–166. https://doi.org/10.1006/abio.1996.0345
Wiener O (1910) Zur Theorie Der Refraktionskonstanten. Leipzig Ber 62:256
Williams JW, van Holde KE, Baldwin RL, Fujita H (1958) The theory of sedimentation analysis. Chem Rev 58:715–744. https://doi.org/10.1021/cr50022a005
Wolf D, Kudish AI (1975) Absolute viscosity of deuterium oxide (oxygen-18) between 15 and 35ˆ. J Phys Chem 79:1481–1482. https://doi.org/10.1021/j100581a028
Wright RT, Hayes D, Sherwood PJ, Stafford WF, Correia JJ (2018) AUC measurements of diffusion coefficients of monoclonal antibodies in the presence of human serum proteins. Eur Biophys J 47:709–722. https://doi.org/10.1007/s00249-018-1319-x
Yphantis DA (1964) Equilibrium ultracentrifugation of dilute solutions. Biochemistry 3:297–317. https://doi.org/10.1021/bi00891a003
Yphantis DA, Waugh DS (1956) Ultracentrifugal characterization by direct measurement of activity. I Theoretical J Phys Chem 60:623–629. https://doi.org/10.1021/j150539a031
Zhao H, Brown PH, Schuck P (2011) On the distribution of protein refractive index increments. Biophys J 100:2309–2317. https://doi.org/10.1016/j.bpj.2011.03.004
Acknowledgements
The author wishes to thank Thomas Laue and David Hayes for their major contributions to creating versions 1 and 2 of SEDNTERP, for ongoing support, and for useful discussions regarding new features for version 3. He also thanks Mattia Rocco for encouraging adding the dn/dc, refractive index, and improved \(\overline{v}\) calculations (and also testing those features), as well as John Correia and Walter Stafford for beta testing.
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Philo, J.S. SEDNTERP: a calculation and database utility to aid interpretation of analytical ultracentrifugation and light scattering data. Eur Biophys J 52, 233–266 (2023). https://doi.org/10.1007/s00249-023-01629-0
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DOI: https://doi.org/10.1007/s00249-023-01629-0