Integrating Inertial Microfluidics with SERS Bioprobe for Efficient Enrichment and Accurate Identification of Tumor Cells in Gastric Fluid and Ascites.

Journal: Analytical chemistry
Published Date:

Abstract

Gastric cancer (GC) is a disease with high mortality rates and remains a central focus in medical research. Efficient enrichment, separation, and precise diagnosis of human gastric cancer (HGC) cells from biological samples are essential for early detection and treatment. However, the similarity in size of white blood cells (WBCs) and HGC cells in gastric fluid has posed vital challenges in the rapid identification and precise diagnosis of GC. To address this issue, a smart system that combines enrichment and detection of HGC cells using inertial microfluidic chips and a label-free surface-enhanced Raman spectroscopy (SERS) bioprobe has been developed. The HGC cells in simulated gastric fluid and ascites are rapidly separated and enriched by a spiral microfluidic chip. Silver bioprobes with excellent SERS performance are prepared to collect the label-free SERS spectra of HGC cells, normal gastric cells, and WBCs. SERS spectral data analysis and model prediction are performed by machine-learning-assisted principal component analysis-linear discriminant analysis (PCA-LDA). The result shows that HGC cells can be well identified with an accuracy as high as 96%. The microfluidic-SERS system proposed in this study can effectively separate and accurately identify tumor cells in body fluids, providing a new method of precision gastric cancer detection.

Authors

  • Jiahao Zhang
    Department of Thoracic Surgery, Ruijin Hospital, Shanghai, China; Shanghai Jiao Tong University School of Medicine, Shanghai, China.
  • Lei Xu
    Key Laboratory of Biomedical Information Engineering of the Ministry of Education, Department of Biomedical Engineering, School of Life Science and Technology, Xi'an Jiaotong University, Xi'an, China.
  • Yue Hu
    Department of Biobank, China-Japan Union Hospital of Jilin University, Changchun, China.
  • Li Sun
    Icahn School of Medicine at Mount Sinai, New York, NY, USA.
  • Yujiao Xie
    Ningbo Key Laboratory of Biomedical Imaging Probe Materials and Technology, Zhejiang International Cooperation Base of Biomedical Materials Technology and Application, Chinese Academy of Sciences (CAS) Key Laboratory of Magnetic Materials and Devices, Ningbo Cixi Institute of Biomedical Engineering, Zhejiang Engineering Research Center for Biomedical Materials, Ningbo Institute of Materials Technology and Engineering, Chinese Academy of Sciences, Ningbo, 315201, PR China. Electronic address: xieyujiao@nimte.ac.cn.
  • Xinyu Miao
    Ningbo Key Laboratory of Biomedical Imaging Probe Materials and Technology, Zhejiang International Cooperation Base of Biomedical Materials Technology and Application, Chinese Academy of Sciences (CAS) Key Laboratory of Magnetic Materials and Devices, Ningbo Cixi Institute of Biomedical Engineering, Zhejiang Engineering Research Center for Biomedical Materials, Ningbo Institute of Materials Technology and Engineering, Chinese Academy of Sciences, Ningbo, 315201, PR China.
  • Aochi Liu
    Laboratory of Advanced Theranostic Materials and Technology, Ningbo Institute of Materials Technology and Engineering, Zhejiang International Cooperation Base of Biomedical Materials Technology and Application, Ningbo Institute of Materials Technology and Engineering, Chinese Academy of Sciences, Ningbo 315201, China.
  • Zhiwei Hou
    Laboratory of Advanced Theranostic Materials and Technology, Ningbo Institute of Materials Technology and Engineering, Zhejiang International Cooperation Base of Biomedical Materials Technology and Application, Ningbo Institute of Materials Technology and Engineering, Chinese Academy of Sciences, Ningbo 315201, China.
  • Yixing Gou
    School of Mechanical Engineering, Hebei University of Technology, Tianjin 300401, China.
  • Aiguo Wu
    School of Electrical and Information Engineering, Tianjin University, 92 Weijin Road, Tianjin, China.
  • Jie Lin
    Department of Reproductive Medicine, Zigong Hospital of Women and Children Health Care, Zigong, China.