Title Information
Title
Quorum-Sensing Control of the Chromobacterium vaccinii Volatilome: A Molecular Genetic Study Enabled by Custom Image Analysis
Type of Resource (primo)
dissertations
Name: Personal
Name Part
Quarterone do Prado, Victor
Role
Role Term: Text
creator
Name: Personal
Name Part
Nau, Gerard
Role
Role Term: Text
Advisor
Name: Personal
Name Part
Cuomo, Christina
Role
Role Term: Text
Reader
Name: Personal
Name Part
Crego, Adam
Role
Role Term: Text
Reader
Name: Corporate
Name Part
Brown University. Biology and Medicine: Biotechnology
Role
Role Term: Text
sponsor
Origin Information
Copyright Date
2026
Physical Description
Extent
viii, 79 p.
digitalOrigin
born digital
Note: thesis
Thesis (Sc. M.)--Brown University, 2026
Genre (aat)
theses
Abstract
The quantification of microbial colony growth on solid media is currently compromised by a mismatch between the assumptions embedded in common biological image analysis tools and the imaging properties of petri dish images. These platforms were optimized for mammalian cell microscopy workflows and fail in three specific ways when applied to plate-based assays: intensity-based object identification logic misclassifies artifacts as biological objects, shape-based declumping algorithms fragment identified colonies, and the absence of any filtering allows noise to propagate and skew measurement outputs. This thesis addresses this translational gap and applies the resulting analysis framework to a molecular investigation of the regulatory mechanisms governing the volatile-mediated antifungal activity in Chromobacterium vaccinii. Four converging angles of genetic and pharmacological evidence establish that volatile inhibition of C. albicans by C. vaccinii is independent from the biosynthesis of the known antibiotic purple pigment produced by the bacteria, violacein, and strictly requires a functional CviR quorum sensing receptor to exhibit significant activity. Pigment-null strains of C. subtsugae and C. vaccinii were shown to retain equal inhibitory capacity, while a quorum sensing mutant of C. vaccinii failed to inhibit growth of Candida albicans to an extent indistinguishable from an uninhibited control. These findings set quorum sensing as the primary regulatory mechanism for the volatile antifungal output of C. vaccinii and narrow the candidate active compounds to the non-violacein fraction of CviR-regulated secondary metabolites, with relevance to antifungal drug discovery targeting priority fungal pathogens.
Subject (fast) (authorityURI="http://id.worldcat.org/fast", valueURI="http://id.worldcat.org/fast/00967482")
Topic
Image analysis
Subject (fast) (authorityURI="http://id.worldcat.org/fast", valueURI="http://id.worldcat.org/fast/01019576")
Topic
Microbiology
Subject (fast) (authorityURI="http://id.worldcat.org/fast", valueURI="http://id.worldcat.org/fast/00810432")
Topic
Antibiotics--Research
Language
Language Term (ISO639-2B)
English
Record Information
Record Content Source (marcorg)
RPB
Record Creation Date (encoding="iso8601")
20260516