Clinical ChemistryGenomicsPeer-reviewed journal article
Multiomics characterization of cell type repertoires for urine liquid biopsies
Sevahn K. VorperianiD, Brian C. DeFeliceiD, Joseph A. BuonomoiD, Hagop J. Chinchinian, Ira J. GrayiD, Yan JiaiD, Kathleen E. MachiD, Vinh LaiD, Timothy Jiyong LeeiD, Joseph C. LiaoiD, Richard A. LafayetteiD, Gabriel B. LoebiD, Carolyn Ruth BertozziiD, Stephen R. QuakeiD
Abstract
Urine is assayed alongside blood in medicine, yet current clinical diagnostic tests utilize only a small fraction of its total biomolecular repertoire, potentially foregoing high-resolution insights into human health and disease. In this work, we characterized the joint landscapes of transcriptomic and metabolomic signals in human urine. We also compared the urine transcriptome to plasma cell-free RNA, identifying a distinct cell type repertoire and enrichment for metabolic signal. Untargeted metabolomic measurements identified a complementary set of pathways to the transcriptomic analysis. Our findings suggest that urine is a promising biofluid yielding prognostic and detailed insights for hard-to-biopsy tissues with low representation in the blood, offering promise for a new generation of liquid biopsies.
- organism: human
- assay: bulk RNA-seq
- assay: metabolomics
- research focus: cell type annotation
- research focus: differential expression
- research focus: database / resource
- approach: statistical model
- approach: experimental assay
- Citations
- 12
- FWCI
- 1.63
- Field percentile
- top 16%
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Integrated RNA and metabolite profiling of urine liquid biopsies for prostate cancer biomarker discovery
B. Lee, I. Mahmud, … R. J. Perera·bioRxiv·Apr 4, 2019
- A comprehensive urine proteome database generated from patients with various renal conditions and prostate cancer
Adam Swensen, Jingtang He, … Weijun Qian·Frontiers in MedicinePeer-reviewed·Apr 13, 2021
- Prostate Cancer Reshapes the Secreted and Extracellular Vesicle Urinary Proteomes
Amanda Khoo, Meinusha Govindarajan, … Thomas Kislinger·Nature CommunicationsPeer-reviewed·Jun 13, 2024
- A method for deep and quantitative protein profiling of urine sediment, soluble and exosome fractions for biomarker research
P. Pichler, A. Kurnikowski, … K. Mechtler·bioRxiv·Jun 26, 2023
- Characterization of LC-MS based urine metabolomics in healthy subjects across the life span
- Urinary multi-omics reveal non-invasive diagnostic biomarkers in clear cell renal cell carcinoma
Gustav Jonsson, Tiago Oliveira, … Josef Martin Penninger·EMBO Molecular MedicinePeer-reviewed·Aug 11, 2026