An artificial PPR scaffold for programmable RNA recognition
Open accessAbstract
Pentatricopeptide repeat (PPR) proteins control diverse aspects of RNA metabolism in eukaryotic cells. Although recent computational and structural studies have provided insights into RNA recognition by PPR proteins, their highly insoluble nature and inconsistencies between predicted and observed modes of RNA binding have restricted our understanding of their biological functions and their use as tools. Here we use a consensus design strategy to create artificial PPR domains that are structurally robust and can be programmed for sequence-specific RNA binding. The atomic structures of these artificial PPR domains elucidate the structural basis for their stability and modelling of RNA-protein interactions provides mechanistic insights into the importance of RNA-binding residues and suggests modes of PPR-RNA association. The modular mode of RNA binding by PPR proteins holds great promise for the engineering of new tools to target RNA and to understand the mechanisms of gene regulation by natural PPR proteins.
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?
Biochemical analysis of PPR proteins is very challenging due to low expression levels and aggregation.
“Biochemical analysis of PPR proteins is very challenging due to low expression levels and aggregation (Krause et al. 2004; Coquille et al. 2014).”
From <i>Candida albicans</i> PPR proteins are required for the expression of respiratory Complex I subunits (2024) · cites this paper as Coquille et al. 2014
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
Basic local alignment search tool
Altschul, S. F., Gish, W., Miller, W., Myers, E. W., & Lipman, D. J. (1990) · Journal of Molecular Biology · doi:10.1006/jmbi.1990.9999 · Cited by 98,669 · see citing works
<i>Coot</i> : model-building tools for molecular graphics
Emsley, P., & Cowtan, K. (2004) · Acta Crystallographica Section D Biological Crystallography · doi:10.1107/s0907444904019158 · Cited by 30,571 · see citing works
<i>PHENIX</i> : a comprehensive Python-based system for macromolecular structure solution
Adams, P. D., Afonine, P. V., Bunkóczi, G., Chen, V. B., Davis, I. W., Echols, N., Headd, J. J., Hung, L.-W., Kapral, G. J., Grosse-Kunstleve, R. W., et al. (2010) · Acta Crystallographica Section D Biological Crystallography · doi:10.1107/s0907444909052925 · Cited by 23,716 · see citing works
<i>Phaser</i> crystallographic software
McCoy, A. J., Grosse-Kunstleve, R. W., Adams, P. D., Winn, M. D., Storoni, L. C., & Read, R. J. (2007) · Journal of Applied Crystallography · doi:10.1107/s0021889807021206 · Cited by 20,612 · see citing works
Kabsch, W. (2010) · Acta Crystallographica Section D Biological Crystallography · doi:10.1107/s0907444909047337 · Cited by 16,463 · see citing works
PHENIX: a comprehensive Python-based system for macromolecular structure solution
Adams, P. D., Afonine, P. V., Bunkòczi, G., Chen, V. B., Davis, I., Echols, N., Headd, J. J., Hung, L., Kapral, G. J., Grosse‐Kunstleve, R. W., et al. (2012) · International Tables for Crystallography · doi:10.1107/97809553602060000865 · Cited by 7,334 · see citing works
Origins and Mechanisms of miRNAs and siRNAs
Carthew, R. W., & Sontheimer, E. J. (2009) · Cell · doi:10.1016/j.cell.2009.01.035 · Cited by 5,023 · see citing works
ZFN, TALEN, and CRISPR/Cas-based methods for genome engineering
Gaj, T., Gersbach, C. A., & Barbas, C. F. (2013) · Trends in Biotechnology · doi:10.1016/j.tibtech.2013.04.004 · Cited by 3,820 · see citing works
Multiple Sequence Alignment Using ClustalW and ClustalX
Thompson, J., Gibson, T. J., & Higgins, D. G. (2002) · Current Protocols in Bioinformatics · doi:10.1002/0471250953.bi0203s00 · Cited by 2,989 · see citing works
Gilbert, W. (1986) · Nature · doi:10.1038/319618a0 · Cited by 2,721 · see citing works
RNA‐binding proteins and post‐transcriptional gene regulation
Glisovic, T., Bachorik, J. L., Yong, J., & Dreyfuss, G. (2008) · FEBS Letters · doi:10.1016/j.febslet.2008.03.004 · Cited by 1,398 · see citing works
Amino Acid Preferences for Specific Locations at the Ends of α Helices
Richardson, J. S., & Richardson, D. C. (1988) · Science · doi:10.1126/science.3381086 · Cited by 1,380 · see citing works
Methods used in the structure determination of bovine mitochondrial F1 ATPase
Abrahams, J. P., & Leslie, A. G. W. (1996) · Acta Crystallographica Section D Biological Crystallography · doi:10.1107/s0907444995008754 · Cited by 1,092 · see citing works
Molecular Mechanisms of RNA Interference
Wilson, R. C., & Doudna, J. A. (2013) · Annual Review of Biophysics · doi:10.1146/annurev-biophys-083012-130404 · Cited by 1,081 · see citing works
The Human Mitochondrial Transcriptome
Mercer, T. R., Neph, S., Dinger, M. E., Crawford, J., Smith, M. A., Shearwood, A.-M. J., Haugen, E., Bracken, C. P., Rackham, O., Stamatoyannopoulos, J. A., et al. (2011) · Cell · doi:10.1016/j.cell.2011.06.051 · Cited by 905 · see citing works
Self-citationThe PPR motif – a TPR-related motif prevalent in plant organellar proteins
Small, I., & Peeters, N. M. (2000) · Trends in Biochemical Sciences · doi:10.1016/s0968-0004(99)01520-0 · Cited by 839 · see citing works
Pentatricopeptide repeat proteins: a socket set for organelle gene expression
Schmitz‐Linneweber, C., & Small, I. (2008) · Trends in Plant Science · doi:10.1016/j.tplants.2008.10.001 · Cited by 825 · see citing works
Boutet, E., Lieberherr, D., Tognolli, M., Schneider, M., & Bairoch, A. (2007) · Humana Press eBooks · doi:10.1007/978-1-59745-535-0_4 · Cited by 806 · see citing works
Chong, S., Mersha, F. B., Comb, D. G., Scott, M. E., Landry, D., Vence, L. M., Perler, F. B., Benner, J. S., Kucera, R. B., Hirvonen, C. A., et al. (1997) · Gene · doi:10.1016/s0378-1119(97)00105-4 · Cited by 611 · see citing works
Structural Basis for Sequence-Specific Recognition of DNA by TAL Effectors
Deng, D., Yan, C., Pan, X., Mahfouz, M. M., Wang, J., Zhu, J., Shi, Y., & Yan, N. (2012) · Science · doi:10.1126/science.1215670 · Cited by 601 · see citing works
The Crystal Structure of TAL Effector PthXo1 Bound to Its DNA Target
Mak, A. N.-S., Bradley, P. H., Cernadas, R. A., Bogdanove, A. J., & Stoddard, B. L. (2012) · Science · doi:10.1126/science.1216211 · Cited by 569 · see citing works
A Combinatorial Amino Acid Code for RNA Recognition by Pentatricopeptide Repeat Proteins
Barkan, A., Rojas, M., Fujii, S., Yap, A., Chong, Y. S., Bond, C. S., & Small, I. (2012) · PLoS Genetics · doi:10.1371/journal.pgen.1002910 · Cited by 538 · see citing works
The complex eukaryotic transcriptome: unexpected pervasive transcription and novel small RNAs
Jacquier, A. (2009) · Nature Reviews Genetics · doi:10.1038/nrg2683 · Cited by 421 · see citing works
Thomsen, M. C. F., & Nielsen, M. (2012) · Nucleic Acids Research · doi:10.1093/nar/gks469 · Cited by 417 · see citing works
Lambert, N. J., Robertson, A. D., Jangi, M., McGeary, S. E., Sharp, P. A., & Burge, C. B. (2014) · Molecular Cell · doi:10.1016/j.molcel.2014.04.016 · Cited by 389 · see citing works
Sequence Statistics Reliably Predict Stabilizing Mutations in a Protein Domain
Steipe, B., Schiller, B., Plückthun, A., et al. (1994) · Journal of Molecular Biology · doi:10.1006/jmbi.1994.1434 · Cited by 349 · see citing works
Structural basis for the modular recognition of single-stranded RNA by PPR proteins
Yin, P., Li, Q., Yan, C., Liu, Y., Liu, J., Yu, F., Wang, Z., Long, J., He, J., Wang, H., et al. (2013) · Nature · doi:10.1038/nature12651 · Cited by 338 · see citing works
Takenaka, M., Zehrmann, A., Verbitskiy, D., Kugelmann, M., Härtel, B., & Brennicke, A. (2012) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1202452109 · Cited by 332 · see citing works
Yagi, Y., Hayashi, S., Kobayashi, K., Hirayama, T., & Nakamura, T. (2013) · PLoS ONE · doi:10.1371/journal.pone.0057286 · Cited by 293 · see citing works
Imaging dynamics of endogenous mitochondrial RNA in single living cells
Ozawa, T., Natori, Y., Sato, M., & Umezawa, Y. (2007) · Nature Methods · doi:10.1038/nmeth1030 · Cited by 282 · see citing works
Gerber, A. P., Luschnig, S., Krasnow, M. A., Brown, P. O., & Herschlag, D. (2006) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0509260103 · Cited by 277 · see citing works
Fujii, S., Bond, C. S., & Small, I. (2011) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1007667108 · Cited by 275 · see citing works
Design of Stable α-Helical Arrays from an Idealized TPR Motif
Main, E. R. G., Xiong, Y., Cocco, M. J., D’Andrea, L. D., & Regan, L. (2003) · Structure · doi:10.1016/s0969-2126(03)00076-5 · Cited by 274 · see citing works
Genome-wide antisense transcription drives mRNA processing in bacteria
Lasa, Í., Toledo‐Arana, A., Dobin, A., Villanueva, M., Mozos, I. R. D. L., Vergara-Irigaray, M., Segura, V., Fagegaltier, D., Penadés, J. R., Valle, J., et al. (2011) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1113521108 · Cited by 249 · see citing works
Krizek, B. A., Amann, B. T., Kilfoil, V. J., et al. (1991) · Journal of the American Chemical Society · doi:10.1021/ja00012a021 · Cited by 247 · see citing works
Structure of human mitochondrial RNA polymerase
Ringel, R., Sologub, M., Morozov, Y. I., Litonin, D., Cramer, P., & Temiakov, D. (2011) · Nature · doi:10.1038/nature10435 · Cited by 235 · see citing works
Engineering RNA sequence specificity of Pumilio repeats
Cheong, C.-G., & Hall, T. M. T. (2006) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0606294103 · Cited by 232 · see citing works
A single Arabidopsis organellar protein has RNase P activity
Gobert, A., Gutmann, B., Taschner, A., Gößringer, M., Holzmann, J., Hartmann, R. K., Rossmanith, W., & Giegé, P. (2010) · Nature Structural & Molecular Biology · doi:10.1038/nsmb.1812 · Cited by 224 · see citing works
Improved Computational Target Site Prediction for Pentatricopeptide Repeat RNA Editing Factors
Takenaka, M., Zehrmann, A., Brennicke, A., & Graichen, K. (2013) · PLoS ONE · doi:10.1371/journal.pone.0065343 · Cited by 211 · see citing works
A universal code for RNA recognition by PUF proteins
Filipovska, A., Razif, M. F. M., Nygård, K. K. A., & Rackham, O. (2011) · Nature Chemical Biology · doi:10.1038/nchembio.577 · Cited by 164 · see citing works
Self-citationIn Arabidopsis thaliana, 1% of the genome codes for a novel protein family unique to plants
Aubourg, S., Boudet, N., Kreis, M. E., et al. (2000) · Plant Molecular Biology · doi:10.1023/a:1006352315928 · Cited by 150 · see citing works
Engineering splicing factors with designed specificities
Wang, Y., Cheong, C.-G., Hall, T. M. T., & Wang, Z. (2009) · Nature Methods · doi:10.1038/nmeth.1379 · Cited by 139 · see citing works
The folding and design of repeat proteins: reaching a consensus
Main, E. R. G., Jackson, S., & Regan, L. (2003) · Current Opinion in Structural Biology · doi:10.1016/s0959-440x(03)00105-2 · Cited by 126 · see citing works
Ligand binding by repeat proteins: natural and designed
Grove, T. Ž., Cortajarena, A. L., & Regan, L. (2008) · Current Opinion in Structural Biology · doi:10.1016/j.sbi.2008.05.008 · Cited by 126 · see citing works
Structure of the human MTERF4–NSUN4 protein complex that regulates mitochondrial ribosome biogenesis
Spåhr, H., Habermann, B. H., Gustafsson, C. M., Larsson, N., & Hällberg, B. M. (2012) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1210688109 · Cited by 124 · see citing works
Howard, M. J., Lim, W. H., Fierke, C. A., & Koutmos, M. (2012) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1209062109 · Cited by 119 · see citing works
Structural basis for specific recognition of multiple mRNA targets by a PUF regulatory protein
Wang, Y., Opperman, L., Wickens, M., & Hall, T. M. T. (2009) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0812076106 · Cited by 113 · see citing works
Live‐cell imaging of viral RNA genomes using a Pumilio‐based reporter
Tilsner, J., Linnik, O., Christensen, N. M., Bell, K., Roberts, I. M., Lacomme, C., & OPARKA, K. J. (2008) · The Plant Journal · doi:10.1111/j.1365-313x.2008.03720.x · Cited by 110 · see citing works
Specific and Modular Binding Code for Cytosine Recognition in Pumilio/FBF (PUF) RNA-binding Domains
Dong, S., Wang, Y., Cassidy-Amstutz, C., Lu, G., Bigler, R. L., Jezyk, M. R., Li, C., Hall, T. M. T., & Wang, Z. (2011) · Journal of Biological Chemistry · doi:10.1074/jbc.m111.244889 · Cited by 106 · see citing works
Engineering RNA ‐binding proteins for biology
Chen, Y., & Varani, G. (2013) · FEBS Journal · doi:10.1111/febs.12375 · Cited by 106 · see citing works
Structural basis for RNA recognition by a dimeric PPR-protein complex
Ke, J., Chen, R. Z., Ban, T., Zhou, X. E., Gu, X., Tan, M. H. E., Chen, C., Kang, Y., Brunzelle, J. S., Zhu, J.-K., et al. (2013) · Nature Structural & Molecular Biology · doi:10.1038/nsmb.2710 · Cited by 103 · see citing works
Consensus Design of Repeat Proteins
Forrer, P., Binz, H. K., Stumpp, M. T., & Plückthun, A. (2004) · ChemBioChem · doi:10.1002/cbic.200300762 · Cited by 102 · see citing works
Targeted translational regulation using the PUF protein family scaffold
Cooke, A. M., Prigge, A. D., Opperman, L., & Wickens, M. (2011) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1105151108 · Cited by 76 · see citing works
Understanding and engineering RNA sequence specificity of PUF proteins
Lu, G., Dolgner, S. J., & Hall, T. M. T. (2009) · Current Opinion in Structural Biology · doi:10.1016/j.sbi.2008.12.009 · Cited by 76 · see citing works
Modular recognition of nucleic acids by PUF, TALE and PPRproteins
Filipovska, A., & Rackham, O. (2012) · Molecular BioSystems · doi:10.1039/c2mb05392f · Cited by 69 · see citing works
Self-citationStructures of Human Pumilio with Noncognate RNAs Reveal Molecular Mechanisms for Binding Promiscuity
Gupta, Y. K., Nair, D. T., Wharton, R. P., et al. (2008) · Structure · doi:10.1016/j.str.2008.01.006 · Cited by 68 · see citing works
Kobayashi, K., Kawabata, M., Hisano, K., Kazama, T., Matsuoka, K., Sugita, M., & Nakamura, T. (2011) · Nucleic Acids Research · doi:10.1093/nar/gkr1084 · Cited by 57 · see citing works
Consensus Design as a Tool for Engineering Repeat Proteins
Kajander, T., Cortajarena, A. L., & Regan, L. (2006) · Humana Press eBooks · doi:10.1385/1-59745-116-9:151 · Cited by 53 · see citing works
Designer RNA-binding proteins: New tools for manipulating the transcriptome
Filipovska, A., & Rackham, O. (2011) · RNA Biology · doi:10.4161/rna.8.6.17907 · Cited by 44 · see citing works
Self-citationFinding the Missing Code of RNA Recognition by PUF Proteins
Chen, Y., & Varani, G. (2011) · Chemistry & Biology · doi:10.1016/j.chembiol.2011.07.001 · Cited by 14 · see citing works
Conformational Elasticity can Facilitate TALE–DNA Recognition
Lei, H., Sun, J., Baldwin, E. P., et al. (2014) · Advances in protein chemistry and structural biology · doi:10.1016/b978-0-12-800168-4.00009-3 · Cited by 7 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
LRPPRC-mediated folding of the mitochondrial transcriptome
Siira, S. J., Spåhr, H., Shearwood, A.-M. J., Ruzzenente, B., Larsson, N.-G., Rackham, O., & Filipovska, A. (2017) · Nature Communications · doi:10.1038/s41467-017-01221-z · Cited by 123 · see citing works
Self-citationWang, Y., Yan, J., Zhang, Q., Ma, X., Zhang, J., Su, M., Wang, X., & Huang, Y. (2017) · Nucleic Acids Research · doi:10.1093/nar/gkx127 · Cited by 34 · see citing works
Wenda, J. M., Drzewicka, K., Mulica, P., Tetaud, E., di Rago, J. P., Golik, P., & Łabędzka-Dmoch, K. (2024) · GENETICS · doi:10.1093/genetics/iyae124 · Cited by 2 · see citing works
- Authors
- Coquille, S., Filipovska, A., Chia, T., Rajappa, L., Lingford, J. P., Razif, M. F. M., Thore, S., & Rackham, O.
- Affiliations
- University of Geneva (CH)
- The University of Western Australia (AU)
- Corresponding author
- Thore, Stéphane
- Rackham, Oliver
- ORCID
- Venue
- Nature Communications
- Published
- 2014-12-17
- Volume
- 5
- Issue
- 1
- Pages
- 5729-5729
- ISSN
- 2041-1723 (ISSN-L)
- OpenAlex
- W2163677890
- Cited by
- 120
- References
- 61
- Citations by year
- 2026: 2 · 2025: 7 · 2024: 8 · 2023: 8 · 2022: 11 · 2021: 7 · 2020: 8 · 2019: 15 · 2018: 16 · 2017: 14 · 2016: 16 · 2015: 8
- FWCI
- 5.20
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Licence
- Locations
- Nature Communications (publishedVersion)
- PubMed (publishedVersion)
- Archive ouverte UNIGE (University of Geneva) (publishedVersion, other-oa)
- UWA Profiles and Research Repository (UWA) (submittedVersion, other-oa)
- RePEc: Research Papers in Economics (submittedVersion)
- DORA PSI (Paul Scherrer Institute) (submittedVersion)
- Archive ouverte UNIGE (University of Geneva) (submittedVersion, cc-by)
- Funders
- National Science Foundation
- Novartis Foundation
- Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung (316030, 128787, 140924, 124909)
- Paul Scherrer Institut
- Novartis Stiftung für Medizinisch-Biologische Forschung
- Université de Genève
- Medical Research Council
- Australian Research Council (DP140104111, FT0991113, FT0991008)
- National Health and Medical Research Council (1058442, 1045677)
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › RNA Research and Splicing
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › RNA and protein synthesis mechanisms
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Protein Structure and Dynamics
- Keywords
- pentatricopeptide repeat proteins, sequence-specific RNA binding, RNA-protein interactions, protein engineering, consensus design, crystal structure, RNA metabolism, gene expression regulation, RNA-binding residues
- MeSH terms
- Binding Sites, Gene Expression Regulation, Humans, Models, Molecular, Molecular Sequence Data, Protein Binding, Recombinant Proteins, RNA, Protein Engineering, RNA-Binding Proteins, Arabidopsis, Protein Structure, Tertiary, Amino Acid Motifs, Mitochondrial Proteins, Protein Stability
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