Full-length and split homologs of human proteins in the gut microbiome
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Description
These files were generated as part of the manuscript "Human xenobiotic metabolism proteins have full-length and split homologs in the gut microbiome" (submitted).
The .tar file contains .ipc files that are tables of full-length (full_humcover3.ipc) and split homologs (part_humcover3.ipc) of human proteins in the gut microbiome, organized by alignment coverage threshold. For example, the directory `HumanUPR_0.67_src_20000_70` contains results obtained at a 67% alignment coverage threshold for the bacterial protein, and 70% for the human protein. Note that our pipeline collapses full-length alignments to the same UHGP-90 protein family into a single entry per species, with the number of genomes reported in the column nGenomes. Split homologs are not collapsed because genomic context is used to define them, and this context may differ across individual genomes.
These files are in Arrow IPC format, which provides compression and fast I/O for large tables. We recommend reading them using pola.rs or the R Arrow package. In particular, because the full-length homolog table is large, you may wish to work with it without loading it into memory, which can be accomplished using scan_ipc in pola.rs or open_dataset in R Arrow.
We also provide gzipped .csv format datasets of full-length (pgkb_FH_drugs.csv.gz) and split (pgkb_SH_drugs.csv.gz) homologs, at the default 67% alignment coverage threshold for bacterial and 70% for human proteins, organized by their PharmGKB annotations. For each drug annotated in PharmGKB as being metabolized by a human protein with full-length or split homologs, we provide the human protein(s) responsible, its xenobiotic enzyme class, the bacterial protein homolog(s), length and percent identity of the alignment, and either the specific genome (g, split homologs only) or the number of genomes (nGenomes, full homologs only). Xenobiotic enzyme classes are defined as in Figure 4 of the manuscript, with the additional classes "nucl" (nucleobase-containing metabolic proteins not annotated to any other class), "redox" (oxidoreductases not annotated to any other class), and "other" (all remaining proteins).
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Additional details
Funding
- National Institutes of Health
- Interrogating function, regulation, and interactions in a clade of prevalent human gut microbes R35GM151155
- National Institutes of Health
- Metabolism of cancer chemotherapeutics by the human gut microbiome R01CA255116
- National Institutes of Health
- Predicting and preventing drug metabolism by the human gut microbiome R01HL122593
Dates
- Submitted
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2025-04-02
Software
- Repository URL
- https://github.com/pbradleylab/split_homology
- Programming language
- Python , R