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The Pathologist / Issues / 2026 / January / Rethinking Wearables Why Scientists Are Turning to Sweat
Biochemistry and molecular biology Point of care testing Screening and monitoring Research and Innovations

Rethinking Wearables: Why Scientists Are Turning to Sweat

A growing set of biomarkers – from CF chloride to TB-associated proteins – shows measurable clinical potential

01/06/2026 News 3 min read
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Top Institutions in Biomedical Engineering and Clinical Diagnostics

Institutions leading in this area typically combine expertise in biomedical engineering, clinical research, and translational medicine, developing wearable biosensors, microfluidic devices, and conducting clinical validation studies to advance sweat-based diagnostics.

  • #1

    Massachusetts Institute of Technology (MIT)

    Cambridge, MA

    MIT is a global leader in developing innovative wearable biosensors and microfluidic technologies, with strong interdisciplinary collaboration between engineering and clinical sciences to translate sweat diagnostics into practical applications.

    Key Differentiators

    • Biomedical Engineering
    • Wearable Sensors
    • Microfluidics
  • #2

    Johns Hopkins University

    Baltimore, MD

    Johns Hopkins combines clinical expertise in infectious diseases and cystic fibrosis with engineering research to validate sweat biomarkers and develop diagnostic platforms, including sweat proteomics for tuberculosis detection.

    Key Differentiators

    • Clinical Research
    • Biomedical Engineering
    • Infectious Diseases
  • #3

    Stanford University

    Stanford, CA

    Stanford excels in translational research combining engineering and medicine, developing wearable devices for metabolic monitoring such as glucose and ketone sensing in sweat, and advancing machine learning for data interpretation.

    Key Differentiators

    • Biomedical Engineering
    • Clinical Medicine
    • Metabolic Disease
  • #4

    University of California, Berkeley

    Berkeley, CA

    UC Berkeley is recognized for its advances in microfluidic sweat collection devices and wearable sensor platforms, focusing on improving sweat sampling consistency and analytical sensitivity for clinical applications.

    Key Differentiators

    • Bioengineering
    • Microfluidics
    • Wearable Technology
  • #5

    University of Toronto

    Toronto, ON

    The University of Toronto has a strong clinical and engineering research focus on cystic fibrosis diagnostics and sweat chloride testing, contributing to standardization and novel biomarker exploration in sweat analysis.

    Key Differentiators

    • Clinical Biochemistry
    • Biomedical Engineering
    • Respiratory Medicine

This content is an AI-generated, fully rewritten summary based on a published scholarly article. It does not reproduce the original text and is not a substitute for the original publication. Readers are encouraged to consult the source for full context, data, and methodology.

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