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OpenSampling

2026 · Biosensors · paywalled

AI-Ready Multimodal Wearable Biosensors Beyond Glucose: Biofluid Sampling, Sensor Fusion, and Clinical Translation

Kızılkurtlu & Akpek

The finding, in our words

Wearable biochemical monitoring requires a complete measurement chain that integrates quality-controlled biofluid sampling, sensor fusion and metadata capture to convert raw sensor outputs into clinically valid digital biomarkers.

A paraphrase to the Library’s standard, never the abstract. The source is one link away and is always the authority.

Labels

  1. 2024

    Applied body-fluid analysis by wearable devices

    This review assesses wearable sensors for the continuous biochemical monitoring of body fluids such as sweat, saliva and interstitial fluid, confirming their potential for decentralised healthcare through pilot trials. It emphasises that successful clinical translation depends on large-scale validation and the integration of ethical and sociocultural considerations.

    Brasier et al., Nature (paywalled) · source ↗

    • wearable
    • multimodal
    • sweat
    • rpm
    • digital-biomarker
    • interstitial-fluid
    • validation
    • saliva
  2. 2026

    Integrating Microsampling in Human Biomonitoring: Methodologies, Regulatory Frameworks, and Case Study Insights

    This review establishes that microsampling across blood, saliva, urine and stool matrices offers validated workflows and regulatory recognition for human biomonitoring comparable to conventional methods. It finds that these decentralised approaches enhance participant acceptability and enable screening in remote or low-resource settings.

    Rajamani & Poongavanam, Critical reviews in analytical chemistry (paywalled) · source ↗

    • wearable
    • acceptability
    • multimodal
    • sweat
    • blood
    • dbs
    • standards
    • dried
    • serology
    • colorectal
    • pediatric
    • stool
    • liquid
    • urine
    • validation
    • saliva
    • biomarkers
  3. 2026

    Saliva, Sweat, and Exhaled Breath as Alternative Specimens for Exercise Chemistry: Analytical Advantages, Limitations, and Comparative Progress

    This narrative review finds that saliva is best suited to repeated neuroendocrine and metabolic measurements during exercise, sweat is most mature for electrolyte and sweat-rate monitoring with wearable compatibility, and exhaled breath offers access to volatile metabolism but remains instrumentally demanding. Each matrix requires matching to a defined clinical or exercise question with matrix-specific validation before translational use.

    Pang, Biomedical chromatography : BMC (paywalled) · source ↗

    • wearable
    • multimodal
    • sweat
    • metabolome
    • validation
    • saliva
    • biomarkers
  4. 2022

    Wearable aptamer-field-effect transistor sensing system for noninvasive cortisol monitoring

    The authors developed a flexible aptamer-based field-effect transistor biosensor that detects nanomolar cortisol in sweat. Validated in humans during a Trier Social Stress Test, it showed correlation with salivary cortisol and enabled continuous stress monitoring via a smartwatch platform.

    Wang et al., Science advances · source ↗

    • wearable
    • multimodal
    • sweat
    • cortisol
    • hormones
    • liquid
    • saliva
  5. 2018

    Wearable physiological systems and technologies for metabolic monitoring

    Continuous glucose monitoring in interstitial fluid provides diabetes patients with a tool for insulin dosing and diet planning that avoids the pain and inconvenience of fingerstick testing. Wearable sensors can also track lactate, sodium, potassium and hydrogen ions in sweat, and as methods to correlate these with blood concentrations improve, the technology will become valuable for monitoring people under extreme physiological stress.

    Gao et al., Journal of applied physiology (paywalled) · source ↗

    • saliva
    • sweat
    • interstitial-fluid
    • validation
    • wearable
    • cgm
    • multimodal