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PXD017145

PXD017145 is an original dataset announced via ProteomeXchange.

Dataset Summary
TitlePredictive protein biomarker signatures and the corresponding transcriptional cell state changes in human lung fibrosis
DescriptionSingle cell genomics enables characterization of disease specific cell states, while improvements in mass spectrometry workflows bring the clinical use of body fluid proteomics within sight. However, the correspondence of peripheral protein signatures with cell state changes in diseased organs is currently unknown. Here, we use single cell RNA-seq and proteomics from large patient cohorts of pulmonary fibrosis and establish that predictive protein signatures in body fluids correspond to specific cellular changes in the lung. We determined transcriptional changes in 45 cell types across three patient cohorts and quantified bronchoalveolar lavage fluid and plasma proteins to discover protein signatures and associated cell state changes that were linked to diagnosis, lung function, smoking and injury status. Altered expression of the novel marker of lung health CRTAC1 in alveolar epithelium is robustly reported in patient plasma. With further improvements of this concept and deeper coverage of plasma proteomes, we envision future longitudinal profiling of body fluid signatures coupled to deep learning for non-invasive prediction and monitoring of pathological cell state changes in patient organs.
HostingRepositoryPRIDE
AnnounceDate2024-10-22
AnnouncementXMLSubmission_2024-10-22_05:12:29.512.xml
DigitalObjectIdentifier
ReviewLevelPeer-reviewed dataset
DatasetOriginOriginal dataset
RepositorySupportUnsupported dataset by repository
PrimarySubmitterChristoph Mayr
SpeciesList scientific name: Homo sapiens (Human); NCBI TaxID: 9606;
ModificationListNo PTMs are included in the dataset
InstrumentQ Exactive
Dataset History
RevisionDatetimeStatusChangeLog Entry
02020-01-16 02:26:34ID requested
12020-09-18 02:17:39announced
22024-10-22 05:12:29announced2024-10-22: Updated project metadata.
22024-10-22 05:12:29announced2024-10-22: Updated project metadata.
Publication List
Dataset with its publication pending
Keyword List
curator keyword: Biomedical
submitter keyword: data integration, proteomics,fibrosis, single cell RNA-seq, systems medicine, biomarker
Contact List
Herbert B. Schiller
contact affiliationHelmholtz Zentrum München, Institute of Lung Biology and Disease, Group Systems Medicine of Chronic Lung Disease, Member of the German Center for Lung Research (DZL), Munich, Germany
contact emailherbert.schiller@helmholtz-muenchen.de
lab head
Christoph Mayr
contact affiliationCPC/ILBD HemholtzZentrum München
contact emailChristoph.Mayr@helmholtz-muenchen.de
dataset submitter
Full Dataset Link List
Dataset FTP location
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PRIDE project URI
Repository Record List
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