PXD018996 is an
original dataset announced via ProteomeXchange.
Dataset Summary
Title | Urinary Proteomic Spectra Analysis Based on Machine Learning for Classification of Kidney Diseases |
Description | To extract urinary proteome spectral features based on advanced mass spectrometer and machine learning algorithms, it could get more accurate reporting results for disease classification. We tried to establish a novel diagnosis model of kidney diseases by combining machine learning XGBoost algorithm with complete urinary proteomic information. |
HostingRepository | PRIDE |
AnnounceDate | 2022-09-13 |
AnnouncementXML | Submission_2022-09-13_04:03:40.686.xml |
DigitalObjectIdentifier | |
ReviewLevel | Peer-reviewed dataset |
DatasetOrigin | Original dataset |
RepositorySupport | Unsupported dataset by repository |
PrimarySubmitter | Yong Zhang |
SpeciesList | scientific name: Homo sapiens (Human); NCBI TaxID: 9606; |
ModificationList | No PTMs are included in the dataset |
Instrument | Orbitrap Fusion Lumos |
Dataset History
Revision | Datetime | Status | ChangeLog Entry |
0 | 2020-05-05 01:20:30 | ID requested | |
⏵ 1 | 2022-09-13 04:03:41 | announced | |
Publication List
Dataset with its publication pending |
Keyword List
submitter keyword: Kidney Disease Classification |
Urinary Proteomics |
Machine Learning Algorithm |
Diagnosis |
Contact List
Yong Zhang |
contact affiliation | West China Hospital,Sichuan University |
contact email | nankai1989Q@foxmail.com |
lab head | |
Yong Zhang |
contact affiliation | Sichuan University |
contact email | nankai1989@foxmail.com |
dataset submitter | |
Full Dataset Link List
Dataset FTP location
NOTE: Most web browsers have now discontinued native support for FTP access within the browser window. But you can usually install another FTP app (we recommend FileZilla) and configure your browser to launch the external application when you click on this FTP link. Or otherwise, launch an app that supports FTP (like FileZilla) and use this address: ftp://ftp.pride.ebi.ac.uk/pride/data/archive/2022/09/PXD018996 |
PRIDE project URI |
Repository Record List
[ + ]
[ - ]
- PRIDE
- PXD018996
- Label: PRIDE project
- Name: Urinary Proteomic Spectra Analysis Based on Machine Learning for Classification of Kidney Diseases