What is the simplest, quickest, and/or cheapest way of finding out whether a molecule is involved in a novel quorum sensing / cell-cell signaling / signal transduction pathway?

Most literature explains assays that build on systems that have already been established, involving AHLs, AI-2, DKPs, DSFs, HAQs, etc., but our suspected signal molecule is not similar to those. It might be involved in cessation of cell growth, and we sort of have growth curves at different concentrations of the compound.

Outside of forward and reverse genetics, which would be especially difficult for our organism, an Archaeal methanogen, I’ve seen the most plausible options in this paper:

https://www.ncbi.nlm.nih.gov/pubmed/?term=Chemical+methods+to+interrogate+bacterial+quorum+sensing+pathways.

Affinity chromatography and photo-affinity labeling don’t seem simple or quick or cheap, though.

I’d appreciate any suggestions.

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