Single-cell transcriptomic profiling and machine learning identify S-nitrosylation-associated LAMC2 as a key prognostic driver in pancreatic cancer
This study establishes S-nitrosylation as a crucial PTM in pancreatic cancer and introduces a robust machine-learning-based prognostic model. LAMC2 is identified as a key oncogenic effector connecting S-nitrosylation dysregulation to tumor aggressiveness, providing novel prognostic and therapeutic insights for pancreatic cancer management.
Institutions
- Xuzhou Medical College (CN)
- Huaian First People’s Hospital (CN)
- Chengdu Military General Hospital (CN)
- Second People’s Hospital of Huai’an (CN)
- Nanjing Medical University (CN)
Publication Details
- Journal
- Discover Oncology
- Published
- 2025-12-21
- DOI
- https://doi.org/10.1007/s12672-025-04324-y
- Primary Topic
- Pancreatic and Hepatic Oncology Research
- Type
- article
- Field-Weighted Citation Impact
- 0.00