PXD040883 is an
original dataset announced via ProteomeXchange.
Dataset Summary
Title | Profiling of Serum N-glycosylation in Non-small-cell Lung Cancer |
Description | Aberrant serum N-glycan profiles have been observed in multiple cancers including non-small-cell lung cancer (NSCLC), yet the potential of N-glycans in the early diagnosis of NSCLC remains to be determined. Here, serum N-glycan profiles of 275 NSCLC patients and 309 healthy controls were characterized by MALDI-TOF-MS. The levels of serum N-glycans and N-glycosylation patterns were compared between NSCLC and control groups. In addition, a panel of N-glycan biomarkers for NSCLC diagnosis was established and validated using machine learning algorithms. As a result, a total of 54 N-glycan structures were identified in human serum. Compared with healthy controls, 29 serum N-glycans were up- or down-regulated in NSCLC patients. N-glycan abundance in different histological types or clinical stages of NSCLC presented differentiated changes. Furthermore, an optimal biomarker panel of 8 N-glycans was constructed based on logistic regression, with an AUC of 0.86 in the validation set. Notably, this model also showed a desirable capacity in distinguishing early-stage patients from healthy controls (AUC = 0.88). In conclusion, our work highlights the abnormal N-glycan profiles in NSCLC and provides supports for the promising potential of N-glycan panels in clinical NSCLC detection. |
HostingRepository | PRIDE |
AnnounceDate | 2024-10-22 |
AnnouncementXML | Submission_2024-10-22_06:15:42.406.xml |
DigitalObjectIdentifier | |
ReviewLevel | Peer-reviewed dataset |
DatasetOrigin | Original dataset |
RepositorySupport | Unsupported dataset by repository |
PrimarySubmitter | Liming Cheng |
SpeciesList | scientific name: Homo sapiens (Human); NCBI TaxID: 9606; |
ModificationList | No PTMs are included in the dataset |
Instrument | autoflex |
Dataset History
Revision | Datetime | Status | ChangeLog Entry |
0 | 2023-03-15 00:22:31 | ID requested | |
1 | 2023-11-23 06:29:32 | announced | |
⏵ 2 | 2024-10-22 06:15:43 | announced | 2024-10-22: Updated project metadata. |
Publication List
Wang Y, Liu S, Li J, Yin T, Liu Y, Wang Q, Liu X, Cheng L, Comprehensive serum N-glycan profiling identifies a biomarker panel for early diagnosis of non-small-cell lung cancer. Proteomics, 23(20):e2300140(2023) [pubmed] |
10.1002/pmic.202300140; |
Keyword List
submitter keyword: Human, MALDI-TOF-MS, Serum, Lung |
Contact List
Liming Cheng |
contact affiliation | Department of Laboratory Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology |
contact email | chengliming2015@163.com |
lab head | |
Liming Cheng |
contact affiliation | Department of Laboratory Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology |
contact email | chengliming2015@163.com |
dataset submitter | |
Full Dataset Link List
Dataset FTP location
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PRIDE project URI |
Repository Record List
[ + ]
[ - ]
- PRIDE
- PXD040883
- Label: PRIDE project
- Name: Profiling of Serum N-glycosylation in Non-small-cell Lung Cancer