Metabolomic profile for understanding heart failure classifications
Maria V. Kozhevnikova, Yu. N. Belenkov, Ksenia M. Shestakova, А. A. Ageev, Pavel A. Markin, Anastasiia V. Kakotkina, Ekaterina O. Korobkova, Natalia E. Moskaleva, Ivan V. Kuznetsov, Natalia V. Khabarova, Alexey V. Kukharenko, Svetlana Alexandrovna Appolonova
Plasma metabolomics with random forests separated heart failure stage B from C (AUC 0.97) and HFpEF from EF <50% (AUC 0.96), suggesting HFmrEF resembles HFrEF metabolically.
Scientific Reports · Apr 7, 2025Peer-reviewedBiochemistry✦ In-depth digest