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Doyle, J.

Publications and source records attributed to Doyle, J..

2 recordsLinked to original sources

Rapid RPA-CRISPR/Cas12a detection of Vibrio coralliilyticus for coral aquaculture disease surveillance

Coral aquaculture is expanding globally to support both the ornamental aquarium trade and reef-restoration initiatives, yet disease outbreaks remain a threat to production, causing potential substantial coral mortality and economic losses. Effective disease management requires early pathogen detection; however, conventional molecular diagnostics are labor-intensive and poorly suited to time-sensitive aquaculture operations. Here, we developed a rapid diagnostic assay for the coral pathogen Vibrio coralliilyticus by implementing recombinase polymerase amplification (RPA) with Clustered Regularly Interspaced Short Palindromic Repeats (CRISPR)/Cas12a-based fluorescent signaling for sensitive and specific detection. The assay was optimized and validated against DNA from seven V. coralliilyticus strains and seven non-target Vibrio species, demonstrating high specificity and a detection limit <10 target copies per reaction within 30 minutes following DNA extraction. Performance of the assay was further evaluated using water from flow-through aquaria containing healthy and diseased Acropora tersa colonies, and results independently validated using droplet digital PCR (ddPCR). Although RPA-CRISPR/Cas12a consistently detected V. coralliilyticus across the tanks holding both healthy and diseased corals, ddPCR indicated substantially higher pathogen abundance in diseased tanks, suggesting that pathogen load rather than the presence alone is a more reliable indicator of disease risk. Incorporating rapid semi-quantification of pathogen abundance in future assay development could therefore improve disease prediction and management. This study demonstrates the potential of CRISPR-based diagnostics as a fast, sensitive, and field deployable tool for routine coral aquaculture biosecurity, enabling earlier intervention and more effective mitigation of disease outbreaks.

molecular biology↗

Hard Limits And Performance Tradeoffs In A Class Of Sequestration Feedback Systems

Feedback regulation is pervasive in biology at both the organismal and cellular level. In this article, we explore the properties of a particular biomolecular feedback mechanism implemented using the sequestration binding of two molecules. Our work develops an analytic framework for understanding the hard limits, performance tradeoffs, and architectural properties of this simple model of biological feedback control. Using tools from control theory, we show that there are simple parametric relationships that determine both the stability and the performance of these systems in terms of speed, robustness, steady-state error, and leakiness. These findings yield a holistic understanding of the behavior of sequestration feedback and contribute to a more general theory of biological control systems.

systems biology↗