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Elucidating the Folding Problem of Helical Peptides using Empirical Parameters. II†. Helix Macrodipole Effects and Rational Modification of the Helical Content of Natural Peptides
Abstract
Explaining the helical behaviour of amino acid sequences in solution could be one of the first steps in solving the protein folding problem in a rational way. The information about the conformational behaviour of helical peptides in solution, as well as the alpha-helix stability in proteins, has been utilised to derive a database with the energy contributions for various interaction taking place in an alpha-helix: intrinsic helical propensities, side-chain to side-chain interactions, main-chain to main-chain hydrogen bonds, and capping effects. This database was implemented in a algorithm based on the helix-coil transition theory (AGADIR). Here, the effects on helix stability due to interactions between charged groups and the helix macrodipole are described, quantified and implemented in AGADIR. The algorithm correctly calculates the average helical behaviour in solution of 423 peptides analysed by circular dichroism and it describes the helicity at a residue level, as found when comparing the prediction for each amino acid residue with the data derived from nuclear magnetic resonance studies. Using AGADIR we have done a rational modification of peptides corresponding to protein secondary structure elements in order to increase their helical content. The circular dichroism analysis of the mutant peptides showed a very good agreement between the experimental and calculated helical content. Moreover, in certain specific cases in which strong tertiary contacts in folded proteins do not exist, the algorithm successfully predicts the length of mutagenised alpha-helices. It is interesting to note that the final values of the parameters used do not significantly differ in absolute terms from those extracted from mutagenesis studies in proteins. This indicates that the same physico-chemical principles stand for both systems.
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“indeed, calculations of the percentage of helicity of the CC-Hex*-L24E monomer with Agadir114−118 show 13% helicity at pH 2 and 9% helicity at pH 8.5, with intermediate helicities in the pH range 2–8.5.”
From Assessment of the Topology and Oligomerisation States of Coiled Coils Using Metadynamics with Conformational Restraints (2025) · cites this paper as [115]
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Kuhlman, B. A., Yang, H. Y., Boice, J. A., Fairman, R., & Raleigh, D. P. (1997) · Journal of Molecular Biology · doi:10.1006/jmbi.1997.1146 · Cited by 53
“Support for this hypothesis is provided by calculations with a program developed by Serrano and co-workers, AGADIR1s, which explicitly includes energies for side-chain ‐side-chain interactions and side-chain ‐helix macrodipole interactions ( Munoz & Serrano, 1994, 1995, 1997 ).”
MethodTruncation, Randomization, and Selection
Crooks, R. O., Rao, T., & Mason, J. M. (2011) · Journal of Biological Chemistry · doi:10.1074/jbc.m111.221267 · Cited by 51
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Characterization of a Water-Soluble, Helical β-Peptide
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Self-citationNucleation Effects in Peptide Foldamers
Patgiri, A., Joy, S. T., & Arora, P. S. (2012) · Journal of the American Chemical Society · doi:10.1021/ja301953j · Cited by 48
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Self-citationComputational design of a water‐soluble analog of phospholamban
Slovic, A. M., Summa, C. M., Lear, J. D., & DeGrado, W. F. (2003) · Protein Science · doi:10.1110/ps.0226603 · Cited by 45
“The values used to represent these energies were taken from the program AGADIR (Muñoz and Serrano 1994).”
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Membrane-active peptides: binding, translocation, and flux in lipid vesicles
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Thermodynamics Of α‐Helix Formation
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Helix Formation in a Pentapeptide: Experiment and Force-field Dependent Dynamics
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Improved Stability of the Jun-Fos Activator Protein-1 Coiled Coil Motif
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Residue determinants and sequence analysis of cold-adapted trypsins
Leiros, H. S., Willassen, N. P., & Smalås, A. O. (1999) · Extremophiles · doi:10.1007/s007920050118 · Cited by 42
“N-capping residues of the C-terminal helix (Cα2) slightly favor the cold fish trypsins in terms of stability, as the cold trypsinconserved Asn235 and Asp236 could stabilize the positively charged helical macro-dipole (Fersht and Serrano 1993; Muñoz and Serrano 1995).”
BackgroundReading protein sequences backwards.
Lacroix, E., Viguera, A., & Serrano, L. (1998) · Folding & design · doi:10.1016/s1359-0278(98)00013-3 · Cited by 40
Self-citationPhi values in protein-folding kinetics have energetic and structural components.
Merlo, C., Dill, K., & Weikl, T. (2005) · Proceedings of the National Academy of Sciences of the United States of America · doi:10.1073/pnas.0504171102 · Cited by 41
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Primary Peptide Folding Dynamics Observed with Ultrafast Temperature Jump
Mohammed, O. F., Jas, G. S., Lin, M. M., & Zewail, A. H. (2009) · Angewandte Chemie International Edition · doi:10.1002/anie.200900513 · Cited by 41
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New Stochastic Strategy to Analyze Helix Folding
Moret, M. A., Bisch, P. M., Mundim, K. C., & Pascutti, P. G. (2002) · Biophysical Journal · doi:10.1016/s0006-3495(02)75471-4 · Cited by 41
“We noted that N-terminus residues have not been stabilized even around an -region, in accordance with the literature (Munoz and Serrano, 1995).”
ResultThe human prion protein α2 helix: A thermodynamic study of its conformational preferences
Tizzano, B., Palladino, P., de Capua, A., Marasco, D., Rossi, F., Benedetti, E., Pedone, C., Ragone, R., & Ruvo, M. (2005) · Proteins: Structure, Function, and Bioinformatics · doi:10.1002/prot.20395 · Cited by 41
Spector, S., Kuhlman, B. A., Fairman, R., Wong, E., Boice, J. A., & Raleigh, D. P. (1998) · Journal of Molecular Biology · doi:10.1006/jmbi.1997.1522 · Cited by 39
“In addition, AGADIR ( Munoz & Serrano, 1994, 1995a, b) predicts a very low helix content.”
BackgroundAn α-Helical Burst in the src SH3 Folding Pathway
Li, J.-S., Shinjo, M., Matsumura, Y., Morita, M., Baker, D., Ikeguchi, M., & Kihara, H. (2007) · Biochemistry · doi:10.1021/bi0618262 · Cited by 34
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Self-citationAmphiphilic 3′‐Peptidyl‐RNA Conjugates
Terenzi, S., Biała, E., Nguyen‐Trung, N. Q., & Strazewski, P. (2003) · Angewandte Chemie International Edition · doi:10.1002/anie.200350926 · Cited by 38
Folding Cooperativity in a Three-stranded β-Sheet Model
Roe, D. R., Horn̆ák, V., & Simmerling, C. L. (2005) · Journal of Molecular Biology · doi:10.1016/j.jmb.2005.07.036 · Cited by 38
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Champness, J. N., Bennett, M. S., Wien, F., Visse, R., Summers, W. C., Herdewijn, P. A., Clercq, E. D., Ostrowski, T., Jarvest, R. L., & Sanderson, M. R. (1998) · Proteins Structure Function and Bioinformatics · doi:10.1002/(sici)1097-0134(19980815)32:3 · Cited by 141
Wensley, B., Gärtner, M., Choo, W. X., Batey, S., & Clarke, J. (2009) · Journal of Molecular Biology · doi:10.1016/j.jmb.2009.05.010 · Cited by 40
Helix Propensities of Amino Acid Residues via Thioester Exchange
Fisher, B. F., Hong, S. H., & Gellman, S. H. (2017) · Journal of the American Chemical Society · doi:10.1021/jacs.7b07930 · Cited by 36
Specificity of helix-induction by 2,2,2-trifluoroethanol in polypeptides
Arunkumar, A. I., Kumar, T. K. S., & Yu, C. (1997) · International Journal of Biological Macromolecules · doi:10.1016/s0141-8130(97)00064-0 · Cited by 36
In Silico and in Vitro Elucidation of BH3 Binding Specificity toward Bcl-2
London, N., Gullà, S. V., Keating, A. E., & Schueler‐Furman, O. (2012) · Biochemistry · doi:10.1021/bi3003567 · Cited by 35
Transition-states in protein folding kinetics: the structural interpretation of Phi values.
Weikl, T., & Dill, K. (2006) · Journal of Molecular Biology · doi:10.1016/j.jmb.2006.10.082 · Cited by 35
“In the case of the CI2 helix, we estimate ∆Gα both with the program AGADIR [54,55,56] and from a helix propensity scale [57], see Table 1.”
MethodPapain Catalyzed (co)Oligomerization of α-Amino Acids
Schwab, L. W., Kloosterman, W. M. J., Konieczny, J., & Loos, K. (2012) · Polymers · doi:10.3390/polym4010710 · Cited by 35
“Chou and Fasman [43,44] Kim and Berg [45] Smith and Regan [46] Minor and Kim [47,48] Tyr Phe Tyr Tyr Trp Tyr Phe Phe Phe Trp Trp Trp Leu Leu Leu Leu”
BackgroundPetukhov, M., Uegaki, K., Yumoto, N., & Serrano, L. G. (2002) · Protein Science · doi:10.1110/ps.2610102 · Cited by 35
Self-citationAtypical structural tendencies among low-complexity domains in the Protein Data Bank proteome
Cascarina, S. M., Elder, M. R., & Ross, E. D. (2020) · PLoS Computational Biology · doi:10.1371/journal.pcbi.1007487 · Cited by 34
“The mean fraction of secondary structure content for each type of LCD was then plotted against each of seven α-helix propensity scales [31,33–36] and nine β-sheet propensity scales [32– 34,37–40] in a pairwise fashion (Figs S1-S2).”
MethodSchanda, P., Brutscher, B., Konrat, R., & Tollinger, M. (2008) · Journal of Molecular Biology · doi:10.1016/j.jmb.2008.05.040 · Cited by 34
Invariant Ser211 is involved in the catalysis of PD‐L4, type I RIP from Phytolacca dioica leaves
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Effect of Glutamate Side Chain Length on Intrahelical Glutamate–Lysine Ion Pairing Interactions
Cheng, R. P., Wang, W.-R., Girinath, P., Yang, P.-A., Ahmad, R., Li, J.-H., Hart, P., Kokona, B., Fairman, R., Kilpatrick, C. L., et al. (2012) · Biochemistry · doi:10.1021/bi300655z · Cited by 33
“Buried salt bridges can contribute up to 5 kcal ‚mol-1 stabilization (16-18), whereas surface salt bridges can contribute up to 1 kcal‚mol-1 (19-23).”
BackgroundA Thermodynamic Approach to the Mechanism of Cell-Penetrating Peptides in Model Membranes
McKeown, A. N., Naro, J. L., Huskins, L., & Almeida, P. (2011) · Biochemistry · doi:10.1021/bi1013358 · Cited by 38
Structural determinants of protein folding
Kang, T. S., & Kini, R. M. (2009) · Cellular and Molecular Life Sciences · doi:10.1007/s00018-009-0023-5 · Cited by 33
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“This database has been filtered for quality of the data and consists of 279 proteins with less than 25% sequence homology for a total of 59,117 amino acidic residues~the list of proteins is shown in Munoz & Serrano, 1995!, and it is currently included in the program WHATIF~Vriend, 1990!.”
MethodSelf-citationStudies of helix fraying and solvation using 13C′ isotopomers
Fesinmeyer, R., Peterson, E., Dyer, R. B., & Andersen, N. (2005) · Protein Science · doi:10.1110/ps.051510705 · Cited by 27
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Structure and Stability of the α-Helix: Lessons for Design
Errington, N., Iqbalsyah, T. M., & Doig, A. J. (2006) · Humana Press eBooks · doi:10.1385/1-59745-116-9:3 · Cited by 30
Structural studies on 26RFa, a novel human RFamide-related peptide with orexigenic activity.
Thuau, R., Guilhaudis, L., Ségalas-Milazzo, I., Chartrel, N., Oulyadi, H., Boivin, S., Fournier, A., Leprince, J., Davoust, D., & Vaudry, H. (2005) · Peptides · doi:10.1016/j.peptides.2005.01.006 · Cited by 29
What Determines the Activity of Antimicrobial and Cytolytic Peptides in Model Membranes
Clark, K. S., Svetlovics, J., McKeown, A. N., Huskins, L., & Almeida, P. (2011) · Biochemistry · doi:10.1021/bi200873u · Cited by 32
Tertiary Structural Propensities Reveal Fundamental Sequence/Structure Relationships
Zheng, F., Zhang, J., & Grigoryan, G. (2015) · Structure · doi:10.1016/j.str.2015.03.015 · Cited by 31
“Many quantitative data have been extracted from the PDB, including secondary structural propensities (Mun˜oz and Serrano, 1995), dihedral angle preferences (Shapovalov and Dunbrack, 2011), and full statistical potentials (Russ and Ranganathan, 2002; Skolnick, 2006; Zhang and Zhang, 2010), with…”
MethodMorales, P., & Jiménez, M. (2019) · Archives of Biochemistry and Biophysics · doi:10.1016/j.abb.2018.11.014 · Cited by 25
The Design of Efficient α-Helical C-Capping Auxiliaries
Schneider, J. P., & DeGrado, W. F. (1998) · Journal of the American Chemical Society · doi:10.1021/ja9726771 · Cited by 29
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Structural requirements for thymosin β4 in its contact with actin
Simenel, C., Troys, M. V., Vandekerckhove, J., Ampe, C., & Delepierre, M. (2000) · European Journal of Biochemistry · doi:10.1046/j.1432-1327.2000.01380.x · Cited by 26
Meng, W., Luan, B., Lyle, N. J., Pappu, R. V., & Raleigh, D. P. (2013) · Biochemistry · doi:10.1021/bi301667u · Cited by 28
Lan, C. L., Gallay, J., Vincent, M., Neumann, J., de FORESTA, B., & Jamin, N. (2009) · European Biophysics Journal · doi:10.1007/s00249-009-0548-4 · Cited by 28
“Fluorescence intensity decays yield Trp fluorescence lifetime distributions, which are sensitive indicators of groundstate heterogeneity (such as conformer distribution; Moors et al. 2006; Pan and Barkley 2004) and reactions involving the excited state (energy transfers, dipolar relaxation; Vincent and Gallay 1995).”
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Helical peptides from VEGF and Vammin hotspots for modulating the VEGF–VEGFR interaction
García-Aranda, M. I., González-López, S., Santiveri, C. M., Gagey‐Eilstein, N., Reille‐Seroussi, M., Martín‐Martinez, M., Inguimbert, N., Vidal, M., García-López, M. T., Jiménez, M. A., et al. (2013) · Organic & Biomolecular Chemistry · doi:10.1039/c3ob27312a · Cited by 29
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Thermodynamic analysis of Jun-Fos coiled coil peptide antagonists
Worrall, J. A. R., & Mason, J. M. (2010) · FEBS Journal · doi:10.1111/j.1742-4658.2010.07988.x · Cited by 27
Synthesis, folding, and structure of the β‐turn mimic modified B1 domain of streptococcal protein G
Odaert, B., Jean, F., Melnyk, O., Tartar, A. L., Lippens, G. M., Boutillon, C., & Buisine, E. (1999) · Protein Science · doi:10.1110/ps.8.12.2773 · Cited by 26
Non-specific helix-induction in charged homopolypeptides by alcohols.
Arunkumar, A. I., Kumar, T. K., & Yu, C.-W. (1997) · Biochimica et Biophysica Acta · doi:10.1016/s0167-4838(96)00191-4 · Cited by 22
Spicer, V., Lao, Y., Shamshurin, D., Ezzati, P., Wilkins, J. A., & Krokhin, O. V. (2014) · Analytical Chemistry · doi:10.1021/ac503352h · Cited by 26
Sagermann, M., Baase, W. A., & Matthews, B. W. (1999) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.96.11.6078 · Cited by 25
Hua, Y., & Raleigh, D. P. (1998) · Journal of Molecular Biology · doi:10.1006/jmbi.1998.1736 · Cited by 25
Martinez, E., Jiménez, M., Seguı́-Real, B., Vandekerckhove, J., & Sandoval, I. V. (1997) · Journal of Molecular Biology · doi:10.1006/jmbi.1997.0925 · Cited by 24
Bellemare, A., Vernoux, N., Morin, S., Gagně, S., & Bourbonnais, Y. (2010) · BMC Microbiology · doi:10.1186/1471-2180-10-253 · Cited by 27
“es/ developed by the Serrano’s group [55-59] was used to predict the cementoin secondary structures.”
MethodThe Solution Structure of a Chimeric LEKTI Domain Reveals a Chameleon Sequence
Tidow, H., Lauber, T., Vitzithum, K., Sommerhoff, C. P., ROSCH, P. J., & Marx, U. C. (2004) · Biochemistry · doi:10.1021/bi0492399 · Cited by 24
“This hypothesis is confirmed by the helix propensity prediction algorithm AGADIR ( 54 ), resulting in helical propensities of <2% for both the 310-helix of domain 1 and the chameleon sequence (Leu32-Ile38).”
BackgroundAlı́as, M., Ayuso-Tejedor, S., Fernández‐Recio, J., Cativiela, C., & Sancho, J. (2010) · Organic & Biomolecular Chemistry · doi:10.1039/b919671d · Cited by 23
Jacobs, D. J., & Wood, G. G. (2004) · Biopolymers · doi:10.1002/bip.20102 · Cited by 23
Callihan, D. E., & Logan, T. (1999) · Journal of Molecular Biology · doi:10.1006/jmbi.1998.2440 · Cited by 23
Winkelmann, J., Calloni, G., Campioni, S., Mannini, B., Taddei, N., & Chiti, F. (2010) · Journal of Molecular Biology · doi:10.1016/j.jmb.2010.03.030 · Cited by 22
Cellular Chaperone Function of Intrinsically Disordered Dehydrin ERD14
Murvai, N., Kalmár, L., Szabó, B., Schád, É., Micsonai, A., Kardos, J., Buday, L., Han, K., Tompa, P., & Tantos, Á. (2021) · International Journal of Molecular Sciences · doi:10.3390/ijms22126190 · Cited by 23
Wolff, N., Delepelaire, P., Ghigo, J., & Delepierre, M. (1997) · European Journal of Biochemistry · doi:10.1111/j.1432-1033.1997.0400a.x · Cited by 23
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Sequence and structural diversity in endotoxin-binding dodecapeptides.
Zhu, Y., Ho, B., & Ding, J. (2003) · Biochimica et Biophysica Acta · doi:10.1016/s0005-2736(03)00060-9 · Cited by 17
Stability and Design of α‐Helices
Doig, A. J., Errington, N., & Iqbalsyah, T. M. (2005) · doi:10.1002/9783527619498.ch9 · Cited by 21
Gautam, A. K. S., Balakrishnan, S., & Venkatraman, P. (2012) · PLoS ONE · doi:10.1371/journal.pone.0034864 · Cited by 22
“Two mutants that could enhance the secondary structure in the F-helix were designed using AGADIR.”
MethodBorcherds, W. M., & Daughdrill, G. W. (2018) · Methods in enzymology on CD-ROM/Methods in enzymology · doi:10.1016/bs.mie.2018.09.011 · Cited by 20
“…each method described in Section 4 for a series of six c-Myb TAD constructs: WT, P289A, P289/316A, E292D, L300G, and L300P with circular dichroism (CD) data where the percent helicity was estimated using the molar residual ellipticity at 222nm (Munoz & Serrano, 1994, 1995; Poosapati et al., 2018).”
MethodToth, R. T., Mills, B. J., Joshi, S. B., Esfandiary, R., Bishop, S. M., Middaugh, C. R., Volkin, D. B., & Weis, D. D. (2017) · Analytical Chemistry · doi:10.1021/acs.analchem.7b01396 · Cited by 20
Meng, W., & Raleigh, D. (2011) · Proteins: Structure, Function, and Bioinformatics · doi:10.1002/prot.23145 · Cited by 19
Attractive Sulfur...π Interaction between Fluorinated Dimethyl Sulfur (FDMS) and Benzene
Yan, S. (2007) · Bulletin of the Korean Chemical Society · doi:10.5012/bkcs.2007.28.6.959 · Cited by 19
Villanueva, J., Villegas, S., Querol, E., Avilés, F. X., & Serrano, L. G. (2002) · Journal of Mass Spectrometry · doi:10.1002/jms.356 · Cited by 19
Self-citationSequence analysis of an artificial family of RNA‐binding peptides
Barrick, J. E., & Roberts, R. W. (2002) · Protein Science · doi:10.1110/ps.0208902 · Cited by 19
Dahal, L., Kwan, T. O. C., Hollins, J. J., & Clarke, J. (2018) · Journal of Molecular Biology · doi:10.1016/j.jmb.2018.04.004 · Cited by 18
Liu, J., & Song, J.-X. (2008) · Biophysical Journal · doi:10.1529/biophysj.107.125641 · Cited by 16
“However, the prediction by AGADIR (32,33) only yielded 2.2% and 1.1% helix fractions at pH 6.5 and 2.0, respectively.”
BackgroundInfluentialDesign of stable α‐helices using global sequence optimization
Petukhov, M., Tatsu, Y., Tamaki, K., Murase, S., Uekawa, H., Yoshikawa, S., Serrano, L., & Yumoto, N. (2009) · Journal of Peptide Science · doi:10.1002/psc.1122 · Cited by 18
Self-citation
Metadata
- Authors
- Muñoz, V., & Serrano, L.
- Affiliations
- European Molecular Biology Laboratory (DE)
- Venue
- Journal of Molecular Biology
- Publisher
- Elsevier BV
- Published
- 1995-01
- Volume
- 245
- Issue
- 3
- Pages
- 275-296
- ISSN
- 0022-2836 (ISSN-L)
- OpenAlex
- W2039104547
- Cited by
- 354
- References
- 0
- Citations by year
- 2026: 5 · 2025: 3 · 2024: 7 · 2023: 6 · 2022: 9 · 2021: 11 · 2020: 9 · 2019: 5 · 2018: 7 · 2017: 7 · 2016: 5 · 2015: 4 · 2014: 11 · 2013: 8 · 2012: 12
- FWCI
- 7.32
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Journal of Molecular Biology (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Protein Structure and Dynamics
- Physical Sciences › Chemistry › Organic Chemistry › Chemical Synthesis and Analysis
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › RNA and protein synthesis mechanisms
- Keywords
- helical peptides, protein folding, alpha-helix stability, helical propensity, side-chain interactions, hydrogen bonding, peptide modification, circular dichroism
- MeSH terms
- Methyl-Accepting Chemotaxis Proteins, Algorithms, Amino Acid Sequence, Bacterial Proteins, Circular Dichroism, Membrane Proteins, Models, Chemical, Molecular Sequence Data, Peptides, Recombinant Proteins, Spectrin, Protein Structure, Secondary, Protein Folding
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