Affiliation:
1. National Engineering Research Center for Biomaterials School of Biomedical Engineering Sichuan University Chengdu 610064 China
2. Machine Intelligence Lab College of Computer Science Sichuan University Chengdu 610064 China
3. Department of Laboratory Medicine West China Hospital Sichuan University Chengdu 610064 China
Abstract
AbstractIt is challenging to detect and differentiate multiple diseases with high complexity/similarity from the same organ. Metabolic analysis based on nanomatrix‐assisted laser desorption/ionization mass spectrometry (NMALDI‐MS) is a promising platform for disease diagnosis, while the enhanced property of its core nanomatrix materials has plenty of room for improvement. Herein, a multidimensional interactive cascade nanochip composed of iron oxide nanoparticles (FeNPs)/MXene/gold nanoparticles (AuNPs), IMG, is reported for serum metabolic profiling to achieve high‐throughput detection of multiple liver diseases. MXene serves as a multi‐binding site and an electron‐hole source for ionization during NMALDI‐MS analysis. Introduction of AuNPs with surface plasmon resonance (SPR) properties facilitates surface charge accumulation and rapid energy conversion. FeNPs are integrated into the MXene/Au nanocomposite to sharply reduce the thermal conductivity of the nanochip with negligible heat loss for strong thermally‐driven desorption, and construct a multi‐interaction proton transport pathway with MXene and AuNPs for strong ionization. Analysis of these enhanced serum fingerprint signals detected from the IMG nanochip through a neural network model results in differentiation of multiple liver diseases via a single pass and revelation of potential metabolic biomarkers. The promising method can rapidly and accurately screen various liver diseases, thus allowing timely treatment of liver diseases.
Funder
National Natural Science Foundation of China
Natural Science Foundation of Sichuan Province
Graduate Student's Research and Innovation Fund of Sichuan University
Cited by
7 articles.
订阅此论文施引文献
订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献