2022
DOI: 10.1093/nar/gkac387
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Dali server: structural unification of protein families

Abstract: Protein structure is key to understanding biological function. Structure comparison deciphers deep phylogenies, providing insight into functional conservation and functional shifts during evolution. Until recently, structural coverage of the protein universe was limited by the cost and labour involved in experimental structure determination. Recent breakthroughs in deep learning revolutionized structural bioinformatics by providing accurate structural models of numerous protein families for which no structural… Show more

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Cited by 616 publications
(542 citation statements)
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References 37 publications
(42 reference statements)
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“…The model building revealed a well resolved extra density between tracrRNA and Cas12k. A de novo built template model resulting from this extra density was subjected to a DALI (Holm, 2022) search and identified the prokaryotic ribosomal S15 protein as closely related. The E. coli ribosomal S15 protein was confirmed to have co-purified with TniQ by mass spectrometry (see also Table S2 ) and build in the extra density with great fit.…”
Section: Methodsmentioning
confidence: 99%
“…The model building revealed a well resolved extra density between tracrRNA and Cas12k. A de novo built template model resulting from this extra density was subjected to a DALI (Holm, 2022) search and identified the prokaryotic ribosomal S15 protein as closely related. The E. coli ribosomal S15 protein was confirmed to have co-purified with TniQ by mass spectrometry (see also Table S2 ) and build in the extra density with great fit.…”
Section: Methodsmentioning
confidence: 99%
“…Iterative PsiBLAST 30 and HhPRED 31 searches detected two distant orphan clusters at 10-15% identity: i) YwaF proteins in bacteria and archaea (PF09529), and ii) TMEM164 proteins in animals (PF14808). The derivation of structurally accurate AlphaFold2 models 27 , either from proteome model databases 32 or built with ColabFold 33 , allowed for a broader structural comparison with DALI 34 unhindered by low to negligible sequence similarity that, in conjunction with reciprocal homology searches, linked the AIG1/ADTRP, YwaF, and TMEM164 families to additional bacterial/archaeal (YpjA) and protozoa (Hypothetical)) proteins ( Fig. 4a and Extended Data Fig.…”
Section: Resultsmentioning
confidence: 99%
“…Recently, AlphaFold ( 11 ) structure predictions for almost all proteins of the human genome were made available at https://alphafold.ebi.ac.uk ( 12 ). We submitted the AlphaFold structure prediction for C12orf29, which was expected to be of high quality (average pLDDT = 91.4), to the Dali server ( 13 ), and compared it exhaustively to a representative subset of the Protein Data Bank. The results of structural superposition by Dali are highly significant and display RNA ligases as most similar structures (top hit, Z-score = 7.4 for Ngr Rnl), confirming our initial sequence-based suggestion for the functional assignment of C12orf29.…”
Section: Figmentioning
confidence: 99%