Hollow CuS nanocubes enhance serum metabolic profiles for rapid diagnosis and severity grading of traumatic brain injury
Traumatic brain injury (TBI) remains a significant global health burden and demands rapid, objective diagnostics that work outside imaging suites and intensive lab workflows. Here, we developed a copper sulfide (CuS) nanocube-assisted laser desorption/ionization mass spectrometry (LDI-MS) platform to acquire serum metabolic profiles (SMPs) with high sensitivity, low background in the low-m/z region, and excellent reproducibility for TBI diagnosis and severity grading. Using this platform, we profiled serum from individuals with TBI and healthy controls and achieved high-accuracy discrimination of TBI from Healthy Controls (HCs) (AUC = 0.999 in both training and independent test sets). The model further enabled reliable grading between mild and severe TBI. Feature selection yielded a panel of discriminative <i>m</i>/<i>z</i> signals that reflect systemic metabolic reprogramming after brain injury. Pathway analysis indicated perturbations in central carbon and amino-acid metabolism, consistent with altered energy production and nitrogen handling in TBI. In conclusion, CuS-assisted LDI-MS and SMP-based modeling provide a fast, reproducible, and mechanistically grounded route toward deployable serum tests for TBI diagnosis and staging.
Authors
- Kejia Cao (ORCID: https://orcid.org/0000-0002-0689-6931)
- Ping Yuan (ORCID: https://orcid.org/0000-0001-5557-7964)
- Jiaxin Hou (ORCID: https://orcid.org/0000-0003-2703-3673)
- Nengrui Guo
- Junxi Pan (ORCID: https://orcid.org/0000-0003-4994-4320)
- Lijun Bai (ORCID: https://orcid.org/0000-0001-8790-5424)
- Weian Yuan (ORCID: https://orcid.org/0000-0002-6072-118X)
- Rongxin Li (ORCID: https://orcid.org/0000-0001-5876-9355)
- Yizhen Pan (ORCID: https://orcid.org/0000-0002-2473-2287)
- Yanhui Wang (ORCID: https://orcid.org/0000-0002-4014-002X)
- Yongli Yang (ORCID: https://orcid.org/0000-0002-6204-3909)
- Lei Shi (ORCID: https://orcid.org/0009-0003-8190-7711)
- Si Cheng (ORCID: https://orcid.org/0000-0002-8683-510X)
- Xingkui Shen (ORCID: https://orcid.org/0009-0007-9142-136X)
Institutions
- Shanghai University (CN)
- Shanghai Jiao Tong University (CN)
- Kunming Medical University (CN)
- Shanghai University of Traditional Chinese Medicine (CN)
- First Affiliated Hospital of Kunming Medical University (CN)
- Shanghai Pulmonary Hospital (CN)
- Shuguang Hospital (CN)
- East China Normal University (CN)
- Xi'an Jiaotong University (CN)
Publication Details
- Journal
- Materials Today Bio
- Published
- 2025-11-21
- DOI
- https://doi.org/10.1016/j.mtbio.2025.102586
- Primary Topic
- Mass Spectrometry Techniques and Applications
- Type
- article
- Field-Weighted Citation Impact
- 0.00