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O'Kelly, E.

Publications and source records attributed to O'Kelly, E..

2 recordsLinked to original sources

Single-cell-level digital twins for preterm birth prevention strategies

Digital twin models can accelerate therapeutic development by enabling low-risk testing of candidate interventions. In preterm labor (PTL), a major pregnancy complication where clinical trials face unique ethical and financial barriers, digital twins are especially valuable for evaluating new therapies targeting immune dysfunctions driving PTL. Yet, current models lack single-cell resolution, limiting detection of cell-type-specific mechanisms, off-target effects, and the design of personalized interventions. We present Simulated Immunome Modeling of Clinical Outcomes (SIMCO), a single-cell-level digital twin framework that models immunomodulatory treatment effects on the timing of labor using immunome-wide, single-cell simulations. SIMCOs digital twins are trained and validated on a newly generated mass cytometry atlas of the pregnant immunome exposed to nine candidate drugs preselected for PTL prevention. Applying SIMCO to an independent cohort of pregnant individuals, we simulate treatment effects on gestational length, screening for candidate drugs that delay labor timing and providing system-level mechanistic insight for each drug candidate. Tetrahydrofolate, maprotiline, and the combination of aspirin and lansoprazole emerged as top candidates for PTL prevention, delaying labor onset primarily through enhanced mTOR signaling in innate immune cells and attenuated JAK/STAT signaling in naive CD4 T cells. The codebase is available at https://github.com/ofondeur/SIMCO/.

immunology↗

Moonlighting on the Fasciola hepatica tegument: enolase, a glycolytic enzyme, interacts with the extracellular matrix and fibrinolytic system of the host

Enolase is a 47 kDa enzyme that functions within the glycolysis and gluconeogenesis pathways involved in the reversible conversion of D-2-phosphoglycerate (2PGA) to phosphoenolpyruvate (PEP). However, in the context of host-pathogen interactions, enolase from different species of parasites, fungi and bacteria have been shown to contribute to adhesion processes by binding to proteins of the host extracellular matrix (ECM), such as fibronectin (FN) or laminin (LM). In addition, enolase is a plasminogen (PLG)-binding protein and induces its activation to plasmin, the main protease of the host fibrinolytic system. These secondary moonlighting functions of enolase are suggested to facilitate pathogen migration through host tissues. This study aims to uncover the moonlighting role of enolase from the parasite Fasciola hepatica, shedding light on its relevance to host-parasite interactions in fasciolosis, a global zoonotic disease of increasing concern. A purified recombinant form of F. hepatica enolase (rFhENO), functioning as an active homodimeric glycolytic enzyme of [~]94 kDa, was successfully obtained, fulfilling its canonical role. Immunoblotting studies on adult worm extracts showed that the enzyme is present in the tegument and the excretory/secretory products of the parasite, which supports its key role at the host-parasite interface. Confocal immunolocalisation studies of the protein in newly excysted juveniles and adult worms also localised its expression within the parasite tegument. Finally, we showed by ELISA that rFhENO can act as a parasitic adhesin by binding host LM, but not FN. rFhENO also binds PLG and enhances its conversion to plasmin in the presence of the tissue-type and urokinase-type PLG activators (t-PA and u-PA). This moonlighting adhesion-like function of the glycolytic protein enolase could contribute to the mechanisms by which F. hepatica efficiently invades and migrates within its host and encourages further research efforts that are designed to impediment this function by vaccination or drug design. AUTHOR SUMMARYFasciola hepatica is a parasitic worm causing fasciolosis, primarily affecting herbivorous mammals and posing a significant veterinary problem. Furthermore, it is a zoonosis, meaning it can be transmitted to humans. F. hepatica enters the definitive host through ingestion of contaminated aquatic plants, migrating through the intestine to settle in the liver bile ducts, where it matures into the adult stage. To migrate, it utilizes various invasion strategies, including the use of multifunctional proteins, known as moonlighting. In this study, we produced and molecularly characterized the parasitic enzyme enolase as a moonlighting protein to understand F. hepatica invasion mechanisms. We produced recombinant enolase with glycolytic activity, its canonical function in parasite energy production. Additionally, we localised this enzyme in the parasites tegument, in direct contact with the host, and demonstrated its ability to elicit an immune response early in ovine infection. Finally, we demonstrated the ability of enolase to interact with the extracellular matrix and the hosts fibrinolysis, a proteolytic system responsible for dissolving blood clots. These secondary functions of F. hepatica enolase, described here for the first time, along with its localisation and immunogenicity, suggest this protein as an interesting antigen for fasciolosis diagnosis and/or control.

molecular biology↗