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Lambda3: homology search for protein, nucleotide, and bisulfite-converted sequences

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Hetzel,  Sara       
Dept. of Genome Regulation (Head: Alexander Meissner), Max Planck Institute for Molecular Genetics, Max Planck Society;

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Kretzmer,  Helene       
Computational Genomics (Helene Kretzmer), Dept. of Genome Regulation (Head: Alexander Meissner), Max Planck Institute for Molecular Genetics, Max Planck Society;

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Meissner,  Alexander       
Dept. of Genome Regulation (Head: Alexander Meissner), Max Planck Institute for Molecular Genetics, Max Planck Society;

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Reinert,  Knut       
Efficient Algorithms for Omics Data (Knut Reinert), Max Planck Fellow Group, Max Planck Institute for Molecular Genetics, Max Planck Society;

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Citation

Hauswedell, H., Hetzel, S., Gottlieb, S. G., Kretzmer, H., Meissner, A., & Reinert, K. (2024). Lambda3: homology search for protein, nucleotide, and bisulfite-converted sequences. Bioinformatics, 40(3): btae097. doi:10.1093/bioinformatics/btae097.


Cite as: https://hdl.handle.net/21.11116/0000-000F-22F7-4
Abstract
Motivation: Local alignments of query sequences in large databases represent a core part of metagenomic studies and facilitate homology search. Following the development of NCBI Blast, many applications aimed to provide faster and equally sensitive local alignment frameworks. Most applications focus on protein alignments, while only few also facilitate DNA-based searches. None of the established programs allow searching DNA sequences from bisulfite sequencing experiments commonly used for DNA methylation profiling, for which specific alignment strategies need to be implemented.

Results: Here, we introduce Lambda3, a new version of the local alignment application Lambda. Lambda3 is the first solution that enables the search of protein, nucleotide as well as bisulfite-converted nucleotide query sequences. Its protein mode achieves comparable performance to that of the highly optimized protein alignment application Diamond, while the nucleotide mode consistently outperforms established local nucleotide aligners. Combined, Lambda3 presents a universal local alignment framework that enables fast and sensitive homology searches for a wide range of use-cases.