Natural β-sheet proteins use negative design to avoid edge-to-edge aggregation
Open accessAbstract
The fact that natural β-sheet proteins are usually soluble but that fragments or designs of β structure usually aggregate suggests that natural β proteins must somehow be designed to avoid this problem. Regular β-sheet edges are dangerous, because they are already in the right conformation to interact with any other β strand they encounter. We surveyed edge strands in a large sample of all-β proteins to tabulate features that could protect against further β-sheet interactions. β-barrels, of course, avoid edges altogether by continuous H-bonding around the barrel cylinder. Parallel β-helix proteins protect their β-sheet ends by covering them with loops of other structure. β-propeller and single-sheet proteins use a combination of β-bulges, prolines, strategically placed charges, very short edge strands, and loop coverage. β-sandwich proteins favor placing an inward-pointing charged side chain on one of the edge strands where it would be buried by dimerization; they also use bulges, prolines, and other mechanisms. One recent β-hairpin design has a constrained twist too great for accommodation into a larger β-sheet, whereas some β-sheet edges are protected by the bend and reverse twist produced by an Lβ glycine. All free edge strands were seen to be protected, usually by several redundant mechanisms. In contrast, edge strands that natively form β H-bonded dimers or rings have long, regular stretches without such protection. These results are relevant to understanding how proteins may assemble into β-sheet amyloid fibers, and they are especially applicable to the de novo design of β structure. Many edge-protection strategies used by natural proteins are beyond our current abilities to constrain by design, but one possibility stands out as especially useful: a single charged side chain near the middle of what would ordinarily be the hydrophobic side of the edge β strand. This minimal negative-design strategy changes only one residue, requires no backbone distortion, and is easy to design. The accompanying paper [Wang, W. & Hecht, M. H. (2002) Proc. Natl. Acad. Sci. USA 99, 2760–2765] makes use of the inward-pointing charge strategy with great success, turning highly aggregated β-sandwich designs into soluble monomers.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Inward-pointing charged side chains in edge strands are a known negative design principle that prevents aggregation of soluble β-sandwich proteins.
“Related to these findings, inward-pointing charged side chains in edge strands are known to be a common negative design principle that prevents aggregation of soluble β-sandwich proteins (68) and has been employed to convert de novo amyloid fibrils into monomeric β-sheet proteins (69).”
From MAP2 caps tau fibrils and inhibits aggregation (2023) · cites this paper as [68]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Wang, W., & Hecht, M. H. (2002) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.052706199 · Cited by 159 · see citing works
Flagged first, then by citations
Research works printed but not linked: 33
- [1]Mattice W L. Annu Rev Biophys Biophys Chem. 1989;18:93–111. doi: 10.1146/annurev.bb.18.060189.000521. [DOI] [PubMed] [Google Scholar] · DOI
- [2]Sunde M, Blake C. Adv Prot Chem. 1997;50:123–159. doi: 10.1016/s0065-3233(08)60320-4. [DOI] [PubMed] [Google Scholar] · DOI
- [3]Mutter M. Trends Biochem Sci. 1988;13:260–265. doi: 10.1016/0968-0004(88)90159-4. [DOI] [PubMed] [Google Scholar] · DOI
- [4]Richardson J S, Richardson D C, Tweedy N B, Gernext K M, Quinn T P, Hecht M H, Erickson B W, Yan Y, McClain R D, Donlan M E, Surles M C. Biophys J. 1992;63:1186–1209. [PMC free article] [PubMed] [Google Scholar]
- [5]Pessi A, Bianchi E, Crameri A, Venturini S, Tramontano A, Sollazzo M. Nature (London) 1993;362:367–369. doi: 10.1038/362367a0. [DOI] [PubMed] [Google Scholar] · DOI
- [6]West M W, Wang W, Patterson J, Mancias J D, Beasley J R, Hecht M H. Proc Natl Acad Sci USA. 1999;96:11211–11216. doi: 10.1073/pnas.96.20.11211. [DOI] [PMC free article] [PubMed] [Google Scholar] · DOI
- [7]Hecht M H, Richardson J S, Richardson D C, Ogden R C. Science. 1990;249:884–891. doi: 10.1126/science.2392678. [DOI] [PubMed] [Google Scholar] · DOI
- [9]Berman H M, Westbrook J, Feng Z, Gilliland G, Bhat T N, Weissig H, Shindyalov I N, Bourne P E. Nucleic Acids Res. 2000;28:235–242. doi: 10.1093/nar/28.1.235. [DOI] [PMC free article] [PubMed] [Google Scholar] · DOI · Paper page
- [10]Murzin A, Brenner S E, Hubband T, Chothia C. J Mol Biol. 1995;247:536–540. doi: 10.1006/jmbi.1995.0159. [DOI] [PubMed] [Google Scholar] · DOI
- [11]Richardson D C, Richardson J S. Protein Sci. 1992;1:3–9. doi: 10.1002/pro.5560010102. [DOI] [PMC free article] [PubMed] [Google Scholar] · DOI
- [12]Merritt E A, Bacon D J. Methods Enzymol. 1997;277:505–524. doi: 10.1016/s0076-6879(97)77028-9. [DOI] [PubMed] [Google Scholar] · DOI
- [13]Word J M, Lovell S C, Richardson J S, Richardson D C. J Mol Biol. 1999;285:1735–1747. doi: 10.1006/jmbi.1998.2401. [DOI] [PubMed] [Google Scholar] · DOI
- [14]Word J M, Lovell S C, LaBean T H, Taylor H C, Zalis M E, Presley B K, Richardson J S, Richardson D C. J Mol Biol. 1999;285:1711–1733. doi: 10.1006/jmbi.1998.2400. [DOI] [PubMed] [Google Scholar] · DOI
- [15]Word J M, Bateman R C, Jr, Presley B K, Lovell S C, Richardson D C. Protein Sci. 2000;9:2251–2259. doi: 10.1110/ps.9.11.2251. [DOI] [PMC free article] [PubMed] [Google Scholar] · DOI
- [16]Richardson J S, Getzoff E D, Richardson D C. Proc Natl Acad Sci USA. 1978;75:2574–2578. doi: 10.1073/pnas.75.6.2574. [DOI] [PMC free article] [PubMed] [Google Scholar] · DOI
- [17]Salemme F R. Prog Biophys Mol Biol. 1983;42:95–133. doi: 10.1016/0079-6107(83)90005-6. [DOI] [PubMed] [Google Scholar] · DOI
- [18]Sternberg M J E, Thornton J M. J Mol Biol. 1977;115:1–17. doi: 10.1016/0022-2836(77)90242-x. [DOI] [PubMed] [Google Scholar] · DOI
- [19]Aggeli A, Bell M, Boden N, Keen J N, Knowles P F, McLeish T C B, Pitkeathly M, Radford S E. Nature (London) 1997;386:259–262. doi: 10.1038/386259a0. [DOI] [PubMed] [Google Scholar] · DOI
- [20]Cochran A G, Skelton N J, Starovasnik M A. Proc Natl Acad Sci USA. 2001;98:5578–5583. doi: 10.1073/pnas.091100898. [DOI] [PMC free article] [PubMed] [Google Scholar] · DOI
- [21]Russell S J, Cochran A G. J Am Chem Soc. 2000;122:12600–12601. [Google Scholar]
- [22]Lovell S C, Word J M, Richardson J S, Richardson D C. Proteins Struct Funct Genet. 2000;40:389–408. [PubMed] [Google Scholar]
- [23]Richardson J S. Adv Prot Chem. 1981;34:167–339. doi: 10.1016/s0065-3233(08)60520-3. [DOI] [PubMed] [Google Scholar] · DOI
- [24]Richardson D C, Richardson J S. In: Prediction of Protein Structure and the Principles of Protein Conformation. Fasman G D, editor. New York: Plenum; 1989. pp. 1–98. [Google Scholar]
- [25]Nesloney C L, Kelly J W. J Am Chem Soc. 1996;118:5836–5845. [Google Scholar]
- [26]Doig A J. Chem. Commun. 1997. 2153–2154. [Google Scholar]
- [27]Iverson T M, Alber B E, Kisker C, Ferry J G, Rees D C. Biochemistry. 2000;39:9222–9231. doi: 10.1021/bi000204s. [DOI] [PubMed] [Google Scholar] · DOI
- [28]Beisel H G, Kawabata S, Iwanaga S, Huber R, Bode W. EMBO J. 1999;18:2313–2322. doi: 10.1093/emboj/18.9.2313. [DOI] [PMC free article] [PubMed] [Google Scholar] · DOI
- [29]Deacon A, Gleichmann T, Kalb A J, Price H, Raftery J, Bradbrook G, Yariv J, Helliwell J R. J Chem Soc Faraday Trans. 1997;93:4305–4312. [Google Scholar]
- [30]Liao D I, Kapadia G, Ahmed H, Vasta G R, Herzberg O. Proc Natl Acad Sci USA. 1994;91:1428–1432. doi: 10.1073/pnas.91.4.1428. [DOI] [PMC free article] [PubMed] [Google Scholar] · DOI
- [31]Emsley J, White H E, O'Hara B P, Oliva G, Srinivasan N, Tickle I J, Blundell T L, Pepys M B, Wood S P. Nature (London) 1994;367:338–345. doi: 10.1038/367338a0. [DOI] [PubMed] [Google Scholar] · DOI
- [32]Crennell S, Garman E, Laver G, Vimr E, Taylor G. Structure (London) 1994;2:535–544. doi: 10.1016/s0969-2126(00)00053-8. [DOI] [PubMed] [Google Scholar] · DOI · Paper page
- [33]Derrick J P, Wigley D B. J Mol Biol. 1994;243:906–918. doi: 10.1006/jmbi.1994.1691. [DOI] [PubMed] [Google Scholar] · DOI
- [34]Hamilton J A, Steinrauf L K, Braden B C, Liepnieks J, Benson M D, Holmgren G, Sandgren O, Steen L. J Biol Chem. 1993;268:2416–2424. [PubMed] [Google Scholar]
Cited by
Sorted by citations
The amyloid state and its association with protein misfolding diseases.
Knowles, T. P. J., Vendruscolo, M., & Dobson, C. M. (2014) · Nature Reviews Molecular Cell Biology · doi:10.1038/nrm3810 · Cited by 2,382 · see citing works
Principles for designing ideal protein structures
Koga, N., Tatsumi-Koga, R., Liu, G., Xiao, R., Acton, T. B., Montelione, G. T., & Baker, D. (2012) · Nature · doi:10.1038/nature11600 · Cited by 564 · see citing works
De novo design of a fluorescence-activating β-barrel
Dou, J., Vorobieva, A. A., Sheffler, W., Doyle, L. A., Park, H., Bick, M. J., Mao, B., Foight, G. W., Lee, M. Y., Gagnon, L. A., et al. (2018) · Nature · doi:10.1038/s41586-018-0509-0 · Cited by 351 · see citing works
Koide, A., Wojcik, J., Gilbreth, R. N., Hoey, R. J., & Koide, S. (2012) · Journal of Molecular Biology · doi:10.1016/j.jmb.2011.12.019 · Cited by 227 · see citing works
Potential aggregation prone regions in biotherapeutics: A survey of commercial monoclonal antibodies
Wang, X., Das, T. K., Singh, S. K., & Kumar, S. (2009) · mAbs · doi:10.4161/mabs.1.3.8035 · Cited by 198 · see citing works
Wang, W., & Hecht, M. H. (2002) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.052706199 · Cited by 159 · see citing works
β‐Rolls, β‐Helices, and Other β‐Solenoid Proteins
Kajava, A. V., & Steven, A. C. (2006) · Advances in Protein Chemistry · doi:10.1016/s0065-3233(06)73003-0 · Cited by 149 · see citing works
Louros, N., Ramakers, M., Michiels, E., Konstantoulea, K., Morelli, C., Garcia, T., Moonen, N., D’Haeyer, S., Goossens, V., Thal, D. R., et al. (2022) · Nature Communications · doi:10.1038/s41467-022-28955-9 · Cited by 28 · see citing works
MAP2 caps tau fibrils and inhibits aggregation
Holden, M. R., Krzesinski, B. J., Weismiller, H. A., Shady, J. R., & Margittai, M. (2023) · Journal of Biological Chemistry · doi:10.1016/j.jbc.2023.104891 · Cited by 13 · see citing works
Aazmi, O., Aswale, A. R., & Chugh, J. (2026) · Journal of the American Chemical Society · doi:10.1021/jacs.5c15374
- Authors
- Richardson, J. S., & Richardson, D. C.
- Affiliations
- Duke University (US)
- Venue
- Proceedings of the National Academy of Sciences
- Publisher
- National Academy of Sciences
- Published
- 2002-03-05
- Volume
- 99
- Issue
- 5
- Pages
- 2754-2759
- ISSN
- 0027-8424 (ISSN-L)
- 1091-6490
- PMC
- PMC122420
- OpenAlex
- W2145487893
- Cited by
- 753
- References
- 1
- Citations by year
- 2026: 14 · 2025: 13 · 2024: 20 · 2023: 20 · 2022: 27 · 2021: 24 · 2020: 21 · 2019: 33 · 2018: 26 · 2017: 24 · 2016: 40 · 2015: 24 · 2014: 36 · 2013: 28 · 2012: 41
- FWCI
- 15.22
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Proceedings of the National Academy of Sciences (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Funders
- National Institutes of Health
- National Institute of General Medical Sciences (R01GM015000, GM15000)
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Protein Structure and Dynamics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Chemical Synthesis and Analysis
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Protein purification and stability
- Keywords
- beta-sheet proteins, negative design, all-beta proteins, beta-barrel, beta-helix, beta-propeller, beta-sandwich, beta-hairpin, beta-bulge, proline, charged side chains, protein solubility, de novo protein design
- MeSH terms
- Amino Acid Sequence, Models, Molecular, Molecular Sequence Data, Proteins, Protein Structure, Secondary, Protein Folding
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review