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PXD076658-1

PXD076658 is an original dataset announced via ProteomeXchange.

Dataset Summary
TitleMachine Learning–Based Integration of Plasma Lipidomes and Clinical Variables for Predicting Atrial Fibrosis in Atrial Fibrillation
DescriptionAtrial fibrosis is a major arrhythmogenic substrate in atrial fibrillation (AF), but its non-invasive identification remains limited. We aimed to characterize the plasma lipidomic signature of atrial fibrosis in patients with AF and to develop an integrated predictive model combining lipidomic and clinical features.
HostingRepositoryiProX
AnnounceDate2026-04-06
AnnouncementXMLSubmission_2026-04-07_01:36:04.622.xml
DigitalObjectIdentifier
ReviewLevelPeer-reviewed dataset
DatasetOriginOriginal dataset
RepositorySupportUnsupported dataset by repository
PrimarySubmitterMing Chu
SpeciesList scientific name: Homo sapiens; NCBI TaxID: 9606;
ModificationListNo PTMs are included in the dataset
InstrumentQ Exactive
Dataset History
RevisionDatetimeStatusChangeLog Entry
02026-04-07 01:35:17ID requested
12026-04-07 01:36:05announced
Publication List
Dataset with its publication pending
Keyword List
submitter keyword: Lipidomic, Atrial fibrillation, atrial fibrosis, machine learning, predictive models
Contact List
Ming Chu
contact affiliationthe First Affiliated Hospital of Nanjing Medical University
contact emailwyldoctor2001@163.com
lab head
Ming Chu
contact affiliationthe First Affiliated Hospital of Nanjing Medical University
contact emailwyldoctor2001@163.com
dataset submitter
Full Dataset Link List
iProX dataset URI