An immune signature of postoperative cognitive decline in elderly patients
Postoperative 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 at https://github.com/gregbellan/POCD.
Teaser: Modeling immune cell responses and plasma proteomic data predicts postoperative cognitive decline.
| Medienart: |
E-Artikel |
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| Erscheinungsjahr: |
2024 |
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| Erschienen: |
2024 |
| Enthalten in: |
Zur Gesamtaufnahme - year:2024 |
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| Enthalten in: |
bioRxiv : the preprint server for biology - (2024) vom: 05. März |
| Sprache: |
Englisch |
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| Beteiligte Personen: |
Verdonk, Franck [VerfasserIn] |
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| Links: |
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| Anmerkungen: |
Date Revised 18.03.2024 published: Electronic Citation Status PubMed-not-MEDLINE |
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| doi: |
10.1101/2024.03.02.582845 |
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| Förderinstitution / Projekttitel: |
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| PPN (Katalog-ID): |
NLM369860845 |
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| 520 | |a Postoperative 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 at https://github.com/gregbellan/POCD | ||
| 520 | |a Teaser: Modeling immune cell responses and plasma proteomic data predicts postoperative cognitive decline | ||
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| 700 | 1 | |a Hedou, Julien |e verfasserin |4 aut | |
| 700 | 1 | |a Ganio, Ed |e verfasserin |4 aut | |
| 700 | 1 | |a Bellan, Grégoire |e verfasserin |4 aut | |
| 700 | 1 | |a Gaudilliere, Dyani |e verfasserin |4 aut | |
| 700 | 1 | |a Einhaus, Jakob |e verfasserin |4 aut | |
| 700 | 1 | |a Sabayev, Maximilian |e verfasserin |4 aut | |
| 700 | 1 | |a Stelzer, Ina A |e verfasserin |4 aut | |
| 700 | 1 | |a Feyaerts, Dorien |e verfasserin |4 aut | |
| 700 | 1 | |a Bonham, Adam T |e verfasserin |4 aut | |
| 700 | 1 | |a Ando, Kazuo |e verfasserin |4 aut | |
| 700 | 1 | |a Choisy, Benjamin |e verfasserin |4 aut | |
| 700 | 1 | |a Drover, David |e verfasserin |4 aut | |
| 700 | 1 | |a Heifets, Boris |e verfasserin |4 aut | |
| 700 | 1 | |a Chretien, Fabrice |e verfasserin |4 aut | |
| 700 | 1 | |a Aghaeepour, Nima |e verfasserin |4 aut | |
| 700 | 1 | |a Angst, Martin S |e verfasserin |4 aut | |
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