PXD046171-2
PXD046171 is an original dataset announced via ProteomeXchange.
Dataset Summary
| Title | Deep Learning Powers Protein Identification from Precursor MS Information |
| Description | We report the DeepMS1, an approach combining deep learning-based retention time, ion mobility, detectability prediction, and linear regression-based scoring for MS1 feature identification. |
| HostingRepository | iProX |
| AnnounceDate | 2024-05-13 |
| AnnouncementXML | Submission_2024-12-10_19:28:13.206.xml |
| DigitalObjectIdentifier | |
| ReviewLevel | Peer-reviewed dataset |
| DatasetOrigin | Original dataset |
| RepositorySupport | Unsupported dataset by repository |
| PrimarySubmitter | Yameng Dai |
| SpeciesList | scientific name: Escherichia coli; NCBI TaxID: 562; scientific name: Homo sapiens; NCBI TaxID: 9606; |
| ModificationList | No PTMs are included in the dataset |
| Instrument | timsTOF Pro |
Dataset History
| Revision | Datetime | Status | ChangeLog Entry |
|---|---|---|---|
| 0 | 2023-10-16 21:53:32 | ID requested | |
| 1 | 2024-05-12 21:40:39 | announced | |
| ⏵ 2 | 2024-12-10 19:28:13 | announced | 2024-12-11: Update information. |
Publication List
| Dai Y, Yang Y, Wu E, Shen C, Qiao L, Deep Learning Powers Protein Identification from Precursor MS Information. J Proteome Res, 23(9):3837-3846(2024) [pubmed] |
Keyword List
| submitter keyword: Deep Learning, Proteomics, MS1 Feature, Single Cell, Serum Proteomics |
Contact List
| Liang Qiao | |
|---|---|
| contact affiliation | Fudan University |
| contact email | liang_qiao@fudan.edu.cn |
| lab head | |
| Yameng Dai | |
| contact affiliation | Fudan University |
| contact email | 21210220011@m.fudan.edu.cn |
| dataset submitter | |
Full Dataset Link List
| iProX dataset URI |
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