Metabolic Signatures of Pulmonary Embolism in COVID-19: Insights from Longitudinal Intensive Care Unit Profiles
Mark Valdez, Malou Janssen, Zhengzheng Zhang, Lieke Lamont, Madhulika Singh, Wei Cheng Yang, Charlotte Nijgh van Kooij, Jelte J. B. Geerlings, Ahmed Ali, Naama Karu, Yolanda B. de Rijke, Amy C. Harms, Alida S. D. Kindt, Diederik A M P J Gommers, Henrik Endeman, Thomas Hankemeier
This study identifies metabolic signatures associated with pulmonary embolism in COVID-19 patients using longitudinal ICU data, revealing key lipid and amine changes post-event.
bioRxiv · Sep 12, 2025 · PreprintMolecular Biology