bioRxivBioinformaticsPreprint
enviLink: A database linking contaminant biotransformation rules to enzyme classes in support of functional association mining
Abstract
MotivationThe ability to assess and engineer biotransformation of chemical contaminants present in the environment requires knowledge on which enzymes can catalyze specific contaminant biotransformation reactions. For the majority of over 100000 chemicals in commerce such knowledge is not available. Enumeration of enzyme classes potentially catalyzing observed or de novo predicted contaminant biotransformation reactions can support research that aims at experimentally uncovering enzymes involved in contaminant biotransformation in complex natural microbial communities. DatabaseenviLink is a new data module integrated into the enviPath database and contains 316 theoretically derived linkages between generalized biotransformation rules used for contaminant biotransformation prediction in enviPath and 3rd level EC classes. Rule-EC linkages have been derived using two reaction databases, i.e., Eawag-BBD in enviPath, focused on contaminant biotransformation reactions, and KEGG. 32.6% of identified rule-EC linkages overlap between the two databases, whereas 40.2% and 27.2%, respectively, are originating from Eawag-BBD and KEGG only. Implementation and availabilityenviLink is encoded in RDF triples as part of the enviPath RDF database. enviPath is hosted on a public webserver (envipath.org) and all data is freely available for non-commercial use. enviLink can be searched online for individual transformation rules of interest (https://tinyurl.com/y63ath3k) and is also fully downloadable from the supporting materials (i.e., Jupyter notebook "enviLink" and tsv files provided through GitHub at https://github.com/emanuel-schmid/enviLink).
- Citations
- 7
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- An enzyme-level benchmark based on environmental bacterial laccases for predicting contaminant fate in water
Yaochun Yu, Kunyang Zhang, … Kathrin Fenner·bioRxiv·Jan 28, 2026
- EVODEX: A Mechanistic Framework for Extracting, Structuring, and Predicting Enzymatic Reactivity
Lais Lastre Conceicao, Haohong Lin, … J. Christopher Anderson·bioRxiv·Jun 19, 2025
- A unified pipeline for discovering previously unknown enzyme activities
Ariane Mora, Julia C. Reisenbauer, … Frances H. Arnold·bioRxiv·Feb 16, 2026
- EnzFinder: a sustainable alternative to chemical synthesis
Akriti Jain, Nishtha Pandey, Arijit Roy·Digital DiscoveryPeer-reviewed·Jan 1, 2026
- Scalable Enzyme Reaction Retrieval Enables Metagenomic Biocatalyst Discovery
Ding Luo, Meiling Jiang, Binju Wang·bioRxiv·Oct 18, 2026
- Substrate promiscuity of xenobiotic-transforming hydrolases from stream biofilms impacted by treated wastewater
Y. Yu, N. F. Trottmann, … S. L. Robinson·bioRxiv·Sep 27, 2023