Metabolomic Signatures and Advanced Echocardiography Highlight Clinical Risk and Early Cardiac Changes in Systemic Lupus Erythematosus: Six-Year Follow-Up
Nicola Campana, Michele Migliari, Antonio Deidda, Martino Deidda, Luca Fazzini, Gianmario Usai, Giulia Anna Maria Luigia Costanzo, Antonio Noto, Cristina Piras, Davide Firinu, Stefano Del Giacco, Luigi Atzori, Christian Cadeddu Dessalvi

TL;DR
This study shows that combining detailed heart imaging and blood metabolite analysis can predict disease progression in lupus patients over six years.
Contribution
The study introduces a novel combination of metabolomic profiling and advanced echocardiography to predict SLE progression.
Findings
Baseline metabolomic profiles were associated with longitudinal right ventricular changes in SLE patients.
Subtle right ventricular changes were detected in SLE patients despite normal echocardiographic values.
Higher levels of 2-aminoheptanedioic acid were linked to disease progression.
Abstract
Background/Objectives: Cardiovascular involvement drives morbidity and mortality in systemic lupus erythematosus (SLE). Echocardiography has limited predictive value for long-term outcomes, and subclinical right ventricular (RV) remodeling is poorly characterized. Metabolic dysregulation may influence immune activation and myocardial injury. This study investigates whether baseline metabolomic profiles are associated with longitudinal RV changes and disease progression in SLE. Methods: In this prospective, single-center study, patients with established SLE and no known cardiac disease underwent baseline clinical assessment, plasma metabolomic profiling, and advanced echocardiography, including 3D RV analysis. Echocardiography was repeated after 6 years. Metabolomics was performed using NMR spectroscopy and GC–MS. Disease progression was assessed via the SLICC/ACR damage index (SDI),…
Genes, proteins, chemicals, diseases, species, mutations and cell lines named across the full text — each resolved to its canonical identifier and authoritative record.
Click any figure to enlarge with its caption.
Figure 1
Figure 2
Figure 3
Figure 4Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsSystemic Lupus Erythematosus Research · Metabolomics and Mass Spectrometry Studies · Pulmonary Hypertension Research and Treatments
