TY - JOUR
T1 - Acute venous thromboembolism plasma and red blood cell metabolomic profiling reveals potential new early diagnostic biomarkers
T2 - observational clinical study
AU - Febra, Cláudia
AU - Saraiva, Joana
AU - Vaz, Fátima
AU - Macedo, João
AU - Al-Hroub, Hamza Mohammad
AU - Semreen, Mohammad Harb
AU - Maio, Rui
AU - Gil, Vitor
AU - Soares, Nelson
AU - Penque, Deborah
N1 - Funding Information:
The project was supported by the Instituto Nacional de Saúde de Dr Ricardo Jorge (INSA I.P), ToxOmics-Centre for Toxicogenomics and Human Health (FCT-UID/BIM/00009/2013), RNEM-National Mass Spectrometry Networking-FCT Strategic Infrastructure (LISBOA-01-0145-FEDER-022125 • POCI-01-0145-FEDER-022125) and Fundação para a Ciência e a Tecnologia (FCT)- Fellowship 202214435.BD. This works was also partially financed by Targeted Research Project 2301110175 UOS.
Funding Information:
This research was only possible with the collaboration of the physicians working at the ER of Hospital Beatriz Angelo (especially Ana Sofia Corredoura, Andreia Carlos, Filipa Ferreira, Veronica Spinu) and the staff of the SynLab (Rute Cardoso, Raquel Sebastião, Rafaela, Telma Borrego, Mónica Peixe). We also acknowledge to the Portuguese Mass Spectrometry Network (Rede Nacional de Espectrometria de Massa, RNEM) and to the participants and their families for contributing by enrolling in the study. This work is in line with Human Disease Biomarkers Discovery (HDBD) research group activities, UOS.
Publisher Copyright:
© The Author(s) 2024.
PY - 2024/2/24
Y1 - 2024/2/24
N2 - Background: Venous thromboembolism (VTE) is a leading cause of cardiovascular mortality. The diagnosis of acute VTE is based on complex imaging exams due to the lack of biomarkers. Recent multi-omics based research has contributed to the development of novel biomarkers in cardiovascular diseases. Our aim was to determine whether patients with acute VTE have differences in the metabolomic profile compared to non-acute VTE. Methods: This observational trial included 62 patients with clinical suspicion of acute deep vein thrombosis or pulmonary embolism, admitted to the emergency room. There were 50 patients diagnosed with acute VTE and 12 with non-acute VTE conditions and no significant differences were found between the two groups for clinical and demographic characteristics. Metabolomics assays identified and quantified a final number of 91 metabolites in plasma and 55 metabolites in red blood cells (RBCs). Plasma from acute VTE patients expressed tendency to a specific metabolomic signature, with univariate analyses revealing 23 significantly different molecules between acute VTE patients and controls (p < 0.05). The most relevant metabolic pathway with the strongest impact on the acute VTE phenotype was d-glutamine and d-glutamate (p = 0.001, false discovery rate = 0.06). RBCs revealed a specific metabolomic signature in patients with a confirmed diagnosis of DVT or PE that distinguished them from other acutely diseased patients, represented by 20 significantly higher metabolites and four lower metabolites. Three of those metabolites revealed high performant ROC curves, including adenosine 3′,5′-diphosphate (AUC 0.983), glutathione (AUC 0.923), and adenine (AUC 0.91). Overall, the metabolic pathway most impacting to the differences observed in the RBCs was the purine metabolism (p = 0.000354, false discovery rate = 0.68). Conclusions: Our findings show that metabolite differences exist between acute VTE and nonacute VTE patients admitted to the ER in the early phases. Three potential biomarkers obtained from RBCs showed high performance for acute VTE diagnosis. Further studies should investigate accessible laboratory methods for the future daily practice usefulness of these metabolites for the early diagnosis of acute VTE in the ER.
AB - Background: Venous thromboembolism (VTE) is a leading cause of cardiovascular mortality. The diagnosis of acute VTE is based on complex imaging exams due to the lack of biomarkers. Recent multi-omics based research has contributed to the development of novel biomarkers in cardiovascular diseases. Our aim was to determine whether patients with acute VTE have differences in the metabolomic profile compared to non-acute VTE. Methods: This observational trial included 62 patients with clinical suspicion of acute deep vein thrombosis or pulmonary embolism, admitted to the emergency room. There were 50 patients diagnosed with acute VTE and 12 with non-acute VTE conditions and no significant differences were found between the two groups for clinical and demographic characteristics. Metabolomics assays identified and quantified a final number of 91 metabolites in plasma and 55 metabolites in red blood cells (RBCs). Plasma from acute VTE patients expressed tendency to a specific metabolomic signature, with univariate analyses revealing 23 significantly different molecules between acute VTE patients and controls (p < 0.05). The most relevant metabolic pathway with the strongest impact on the acute VTE phenotype was d-glutamine and d-glutamate (p = 0.001, false discovery rate = 0.06). RBCs revealed a specific metabolomic signature in patients with a confirmed diagnosis of DVT or PE that distinguished them from other acutely diseased patients, represented by 20 significantly higher metabolites and four lower metabolites. Three of those metabolites revealed high performant ROC curves, including adenosine 3′,5′-diphosphate (AUC 0.983), glutathione (AUC 0.923), and adenine (AUC 0.91). Overall, the metabolic pathway most impacting to the differences observed in the RBCs was the purine metabolism (p = 0.000354, false discovery rate = 0.68). Conclusions: Our findings show that metabolite differences exist between acute VTE and nonacute VTE patients admitted to the ER in the early phases. Three potential biomarkers obtained from RBCs showed high performance for acute VTE diagnosis. Further studies should investigate accessible laboratory methods for the future daily practice usefulness of these metabolites for the early diagnosis of acute VTE in the ER.
KW - Deep vein thrombosis
KW - Metabolomics
KW - Pulmonary embolism
KW - Venous thromboembolism
UR - http://www.scopus.com/inward/record.url?scp=85186268288&partnerID=8YFLogxK
U2 - 10.1186/s12967-024-04883-8
DO - 10.1186/s12967-024-04883-8
M3 - Article
C2 - 38402378
AN - SCOPUS:85186268288
SN - 1479-5876
VL - 22
JO - Journal of Translational Medicine
JF - Journal of Translational Medicine
IS - 1
M1 - 200
ER -