跳到主要导航 跳到搜索 跳到主要内容

Hollow CuS nanocubes enhance serum metabolic profiles for rapid diagnosis and severity grading of traumatic brain injury

  • Lei Shi
  • , Ping Yuan
  • , Jiaxin Hou
  • , Junxi Pan
  • , Kejia Cao
  • , Yanhui Wang
  • , Si Cheng
  • , Xuting Shen
  • , Yongli Yang
  • , Nengrui Guo
  • , Yizhen Pan
  • , Rongxin Li
  • , Weian Yuan
  • , Lijun Bai
  • Xi'an Jiaotong University
  • Shuguang Hospital affiliated to Shanghai University of Traditional Chinese Medicine
  • Tongji University
  • East China Normal University
  • The First Affiliated Hospital of Kunming Medical University & Yunnan Province Clinical Research Center for Laboratory Medicine
  • Shanghai Jiao Tong University

科研成果: 期刊稿件文章同行评审

摘要

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 m/z 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.

源语言英语
文章编号102586
期刊Materials Today Bio
35
DOI
出版状态已出版 - 12月 2025

学术指纹

探究 'Hollow CuS nanocubes enhance serum metabolic profiles for rapid diagnosis and severity grading of traumatic brain injury' 的科研主题。它们共同构成独一无二的指纹。

引用此