PXD062794
PXD062794 is an original dataset announced via ProteomeXchange.
Dataset Summary
Title | Identification of Key Proteins and Pathways in Myocardial Infarction Using Machine Learning Approaches |
Description | Acute myocardial infarction (AMI) is a leading cause of global morbidity and mortality, requiring deeper insights into its molecular mechanisms for improved diagnosis and treatment. This study combines proteomics, multi-omics, and machine learning (ML) to identify key proteins and pathways associated with AMI. |
HostingRepository | iProX |
AnnounceDate | 2025-04-10 |
AnnouncementXML | Submission_2025-08-11_01:45:01.449.xml |
DigitalObjectIdentifier | |
ReviewLevel | Peer-reviewed dataset |
DatasetOrigin | Original dataset |
RepositorySupport | Unsupported dataset by repository |
PrimarySubmitter | Chang Liu |
SpeciesList | scientific name: Homo sapiens; NCBI TaxID: 9606; |
ModificationList | No PTMs are included in the dataset |
Instrument | Q Exactive HF-X |
Dataset History
Revision | Datetime | Status | ChangeLog Entry |
---|---|---|---|
0 | 2025-04-09 20:15:58 | ID requested | |
1 | 2025-04-09 20:16:29 | announced | |
⏵ 2 | 2025-08-11 01:45:02 | announced | 2025-08-11: Add info. |
Publication List
Liu C, Zhang X, Xie Q, Fang B, Liu F, Luo J, Aihemaiti G, Ji W, Yang Y, Li X, Identification of key proteins and pathways in myocardial infarction using machine learning approaches. Sci Rep, 15(1):19530(2025) [pubmed] |
Keyword List
submitter keyword: acute myocardial infarction, proteomics, functional enrichment analysis, machine learning, single-cell sequencing |
Contact List
Xiaomei Li | |
---|---|
contact affiliation | First Affiliated Hospital of Xinjiang Medical University |
contact email | lixm505@163.com |
lab head | |
Chang Liu | |
contact affiliation | First Affiliated Hospital of Xinjiang Medical University |
contact email | 13223065642@163.com |
dataset submitter |
Full Dataset Link List
iProX dataset URI |