OSTEO18, a novel urinary proteomic signature, associated with osteoporosis in heart transplant recipients

Yu Ling Yu, Qi Fang Huang, De Wei An, Julia Raad, Dries S. Martens, Agnieszka Latosinska, Katarzyna Stolarz-Skrzypek, Johan Van Cleemput, Ying Qing Feng, Harald Mischak, Karel Allegaert, Peter Verhamme, Stefan Janssens, Tim S. Nawrot, Jan A. Staessen*

*Corresponding author for this work

Research output: Contribution to journalArticleAcademicpeer-review

8 Downloads (Pure)

Abstract

Background: Immunosuppressive treatment in heart transplant (HTx) recipient causes osteoporosis. The urinary proteomic profile (UPP) includes peptide fragments derived from the bone extracellular matrix. Study aims were to develop and validate a multidimensional UPP biomarker for osteoporosis in HTx patients from single sequenced urinary peptides identifying the parent proteins. Methods: A single-center HTx cohort was analyzed. Urine samples were measured by capillary electrophoresis coupled with mass spectrometry. Cases with osteoporosis and matching controls were randomly selected from all available 389 patients. In derivation case-control dataset, 1576 sequenced peptides detectable in ≥30 % of patients. Applying statistical analysis on these, an 18-peptide multidimensional osteoporosis UPP biomarker (OSTEO18) was generated by support vector modeling. The 2 replication datasets included 118 and 94 patients. For further validation, the whole cohort was analyzed. Statistical methods included logistic regression and receiver operating characteristic curve (ROC) analysis. Results: In derivation dataset, the AUC, sensitivity and specificity of OSTEO18 were 0.83 (95 % CI: 0.76–0.90), 74.3 % and 87.1 %, respectively. In replication datasets, results were confirmatory. In the whole cohort (154 osteoporotic patients [39.6 %]), the ORs for osteoporosis increased (p < 0.0001) across OSTEO18 quartiles from 0.39 (95 % CI: 0.25–0.61) to 3.14 (2.08–4.75). With full adjustment for known osteoporosis risk factors, OSTEO18 improved AUC from 0.708 to 0.786 (p = 0.0003) for OSTEO18 categorized (optimized threshold: 0.095) and to 0.784 (p = 0.0004) for OSTEO18 as continuously distributed classifier. Conclusion: OSTEO18 is a clinically meaningful novel biomarker indicative of osteoporosis in HTx recipients and is being certified as in-vitro diagnostic.

Original languageEnglish
Article numbere24867
JournalHeliyon
Volume10
Issue number2
DOIs
Publication statusPublished - 30 Jan 2024

Bibliographical note

Publisher Copyright: © 2024 The Author(s)

Fingerprint

Dive into the research topics of 'OSTEO18, a novel urinary proteomic signature, associated with osteoporosis in heart transplant recipients'. Together they form a unique fingerprint.

Cite this