Author:
Verdonk Franck,Cambriel Amélie,Hedou Julien,Ganio Ed,Bellan Grégoire,Gaudilliere Dyani,Einhaus Jakob,Sabayev Maximilian,Stelzer Ina A.,Feyaerts Dorien,Bonham Adam T.,Ando Kazuo,Choisy Benjamin,Drover David,Heifets Boris,Chretien Fabrice,Aghaeepour Nima,Angst Martin S.,Molliex Serge,Sharshar Tarek,Gaillard Raphael,Gaudilliere Brice
Abstract
AbstractPostoperative cognitive decline (POCD) is the predominant complication affecting elderly patients following major surgery, yet its prediction and prevention remain challenging. Understanding biological processes underlying the pathogenesis of POCD is essential for identifying mechanistic biomarkers to advance diagnostics and therapeutics. This longitudinal study involving 26 elderly patients undergoing orthopedic surgery aimed to characterize the impact of peripheral immune cell responses to surgical trauma on POCD. Trajectory analyses of single-cell mass cytometry data highlighted early JAK/STAT signaling exacerbation and diminished MyD88 signaling post-surgery in patients who developed POCD. Further analyses integrating single-cell and plasma proteomic data collected before surgery with clinical variables yielded a sparse predictive model that accurately identified patients who would develop POCD (AUC = 0.80). The resulting POCD immune signature included one plasma protein and ten immune cell features, offering a concise list of biomarker candidates for developing point-of-care prognostic tests to personalize perioperative management of at-risk patients. The code and the data are documented and available athttps://github.com/gregbellan/POCD.TeaserModeling immune cell responses and plasma proteomic data predicts postoperative cognitive decline.
Publisher
Cold Spring Harbor Laboratory