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Microfluidic Chip Fabrication and Method to Detect Influenza
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Automated, Deep Learning-Enabled Immunoassay Microfluidic Cartridge for Viral Pathogen Detection.

Joseph Michael Hardie1, Sungwan Kim1, Zehua Yin1

  • 1Division of Engineering in Medicine, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA.

Advanced Materials Technologies
|October 6, 2025
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Summary

A new microfluidic chip, VISTA, enables rapid, electricity-free point-of-care diagnostics using a smartphone. This disposable device offers lab-comparable sensitivity for infectious disease detection outside clinical settings.

Keywords:
artificial intelligencediagnosticmicrofluidicsnanoparticles

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Area of Science:

  • Biotechnology
  • Medical Diagnostics
  • Microfluidics

Background:

  • Conventional Enzyme-linked immunosorbent assays (ELISA) require specialized equipment and trained personnel, limiting their use in resource-limited or at-home settings.
  • Point-of-care diagnostic technologies often lack the sensitivity and accuracy of laboratory-based methods.

Purpose of the Study:

  • To develop a disposable, electricity-free microfluidic chip (VISTA) for rapid, automated immunoassay-based diagnostics at the point-of-care.
  • To integrate VISTA with an AI-enabled smartphone application for simplified result interpretation.

Main Methods:

  • VISTA utilizes pressure-driven microfluidics, magnetic beads, and platinum nanoparticles for a semiautomated immunoassay process.
  • The device consolidates sample processing and reagent addition into a single cartridge.
  • An AI-powered smartphone application with an adversarial neural network analyzes assay results from images.

Main Results:

  • VISTA successfully detected SARS-CoV-2 N antigen and HCV core antigen in 52 patient samples within 45 minutes.
  • The diagnostic sensitivity of VISTA is comparable to laboratory-based ELISAs.
  • VISTA demonstrated superior sensitivity compared to existing point-of-care technologies, detecting viral loads below 10^4 copies/mL.

Conclusions:

  • VISTA offers a sensitive, cost-effective, and user-friendly solution for point-of-care diagnostics, particularly in low-resource settings.
  • The integration of microfluidics and AI enables accessible disease detection without specialized expertise or equipment.
  • This technology has the potential to significantly improve diagnostic capabilities in diverse healthcare environments.