An artificial intelligence process of immunoassay for multiple biomarkers based on logic gates.

Journal: The Analyst
PMID:

Abstract

We present a universal platform to synchronously analyze the possible existing state of two protein biomarkers. This platform is based on the integration of three logic gates: NAND, OR and NOT. These logic gates were constructed by the principle of immune recognition and fluorescence quenching between fluorescein labelled antibodies/antigens and antibody-conjugated graphene oxide (GO). An artificial intelligence (AI) protein analysis process was designed by us and accordingly a small program was written in JAVA. This protein analysis process with its JAVA code may be applied to give logic judgments on the possible existing state of two protein components. We expect that our fundamental research on multiple biomarker analysis can provide potential application in AI-assisted medical diagnosis with the interface for remote medical treatment.

Authors

  • Wenjie Liu
    School of Chemical Science and Engineering, Tongji University, 1239 Siping Rd, Shanghai, 200092, PR China. tmyao@tongji.edu.cn ao.huang@tcichemicals.com.
  • Jihong Liu
    Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
  • Ao Huang
  • Shuo Shi
    State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan, Hubei 430079, China.
  • Tianming Yao