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OpenSampling

2024 · JMIR formative research · open access

Associations Among Cardiometabolic Risk Factors, Sleep Duration, and Obstructive Sleep Apnea in a Southeastern US Rural Community: Cross-Sectional Analysis From the SLUMBRx-PONS Study

Knowlden et al.

The finding, in our words

In a rural community sample of 47 adults, shorter sleep duration measured by wrist actigraphy correlated with higher BMI and blood pressure, while sleep apnea severity associated with triglycerides and glucose. The combination of sleep and cardiometabolic measures explained 25-38% of variance in sleep outcomes, suggesting remote monitoring can reveal relationships between sleep and cardiometabolic risk.

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

Labels

  1. 2026

    Longitudinal Clinical, Physiological, and Molecular Profiling of Female Patients With Metastatic Cancer: Protocol and Feasibility of a Multicenter High-Definition Oncology Study

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    Garma et al., JCO precision oncology (paywalled) · source ↗

    • actigraphy
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    • multimodal
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    • microbiome
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    • digital-biomarker
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    • multi-omics
  2. 2021

    Digitally Enabled, Patient-Centric Clinical Trials: Shifting the Drug Development Paradigm

    Merck describes a digitally enabled, patient-centric trial initiative that combines outpatient PK/PD sampling with digital biomarkers and smart dosing technologies to improve exposure-response understanding and reduce patient burden, while acknowledging adoption challenges.

    Dockendorf et al., Clinical and translational science · source ↗

    • vams
    • dct
    • volumetric
    • actigraphy
    • wearable
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    • acceptability
    • multimodal
    • blood
    • rpm
    • dbs
    • tdm
    • self-collection
    • dried
    • capillary
    • digital-biomarker
    • validation
    • biomarkers
  3. 2026

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    Joseph et al., Annals of clinical and translational neurology (paywalled) · source ↗

    • blood
    • biomarkers
    • wearable
    • digital-biomarker
    • actigraphy
    • multimodal
  4. 2026

    Interaction between mental and cardiometabolic health in relation to telomere length among university staff in Australia

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    Khanal et al., Experimental gerontology (paywalled) · source ↗

    • blood
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    • wearable
    • actigraphy
    • multimodal
  5. 2026

    Effect of hydrolyzed milk proteins and postbiotic Lacticaseibacillus rhamnosus GG on inflammatory responses in conscripts: A randomized double-blind pilot trial

    Among military conscripts, hydrolysed milk protein alone attenuated the rise in C‑reactive protein over eight weeks relative to protein plus heat‑killed probiotic, while smartwatch‑derived activity and recovery metrics showed no between‑group differences. This indicates that consumer‑grade wearables may be insensitive to immune‑modulation effects that are detectable in serum biomarkers.

    Otto et al., Clinical nutrition ESPEN (paywalled) · source ↗

    • blood
    • biomarkers
    • wearable
    • actigraphy
    • multimodal