Viral Vitalism

SRI Cardiometabolic Risk / Observational study

Validation of the Sleep Regularity Index in Older Adults and Associations with Cardiometabolic Risk

Observational study from 2018 in Scientific Reports, translated into key findings, limitations, and consumer relevance.

Plain-English Summary

SRI Cardiometabolic Risk studied Sleep Regularity Index in Older adults in the Multi-Ethnic Study of Atherosclerosis. Sleep irregularity was associated with delayed sleep timing, increased daytime sleep and sleepiness, reduced light exposure, and was independent of sleep duration.

VV Study Evidence Matrix v1.0

VV Evidence Utility Score

A bounded score for how useful this study is in public explanation, based on evidence tier, design, applicability, endpoint relevance, limitations, safety signals, and publication/source strength.

68/100

Limited Public Evidence

Evidence tier
66/100, weight 18%
Design strength
66/100, weight 18%
Applicability
75/100, weight 16%
Endpoint relevance
58/100, weight 16%
Limitations transparency
70/100, weight 12%
Safety signal usefulness
57/100, weight 10%
Publication/source strength
88/100, weight 10%

Useful for context, but limited by safety signal usefulness, endpoint relevance, evidence tier.

How the study framework works ->

Key Findings

  • Sleep irregularity was associated with delayed sleep timing, increased daytime sleep and sleepiness, reduced light exposure, and was independent of sleep duration.
  • Greater irregularity correlated with 10-year cardiovascular risk, obesity, hypertension, fasting glucose, hemoglobin A1C, and diabetes status.
  • Irregularity was also associated with perceived stress and depression.

Limitations

  • Analyses were largely cross-sectional.
  • Causation and directionality cannot be established.
  • Some subgroup analyses were underpowered.

Why It Matters

Sleep Regularity Index validation and associations with cardiometabolic risk markers.

Viral Vitalism Verdict

Useful evidence, bounded by design: Analyses were largely cross-sectional.

Sources

  1. Validation of the Sleep Regularity Index in Older Adults and Associations with Cardiometabolic Risk - Scientific Reports

Signal cards

Used in signals

Signal coverage connected to this study through explicit study links, canonical source refs, or evidence visualizations.

LongevityEmerging evidenceSleep

Sleep Is More Than Hours—and Less Certain Than the Headlines

Poor sleep tracks with inflammation, chronic disease, and mortality risk. The signal is meaningful, but the strongest outcome evidence is observational—not proof that a better sleep score adds years to life.

VV Signal Score

65

Promising signal

Sources
6
Studies
6
Claims
6
All of Us Wearable SleepCDC Sleep GuidanceSleep and Inflammation Review
13 min readRead Signal->

Claim ledger

Relevant claims

Claim ledger records connected through this study's ID, topic tags, or source IDs.

partly supported82/100

sleep: Objective sleep regularity is associated with all-cause and cause-specific

Objective sleep regularity is associated with all-cause and cause-specific mortality risk, and may capture a health-relevant sleep dimension that average duration alone misses.

Observational signal2 sources
partly supported87/100

sleep: Sleep duration, sleep quality, and sleep regularity are distinct

Sleep duration, sleep quality, and sleep regularity are distinct dimensions of sleep health, and consumer claims should avoid treating hours slept as the whole sleep signal.

Expert context3 sources
uncertain76/100

sleep: Longitudinal commercial wearable sleep data can reveal associations between

Longitudinal commercial wearable sleep data can reveal associations between sleep duration, irregularity, sleep stages, and chronic disease incidence, but wearable sleep scores should not be treated as clinical-grade diagnosis.

Early human evidence1 sources
partly supported78/100

sleep: Sleep duration is associated with all-cause mortality in a

Sleep duration is associated with all-cause mortality in a U-shaped pattern in prospective cohort meta-analysis, with both short and long sleep linked to higher mortality risk versus roughly 7 hours, but causality is not proven.

Observational signal1 sources
partly supported60/100

sleep: Sleep disturbance has biologically plausible links to inflammatory and

Sleep disturbance has biologically plausible links to inflammatory and immune dysregulation through cytokine, neuroendocrine, autonomic, and antiviral-response pathways, but inflammation mediation between sleep and mortality is not settled.

Mechanistic signal1 sources
supported86/100

vegan diet: Vegetarian and vegan diets can lower LDL-C and apoB

Vegetarian and vegan diets can lower LDL-C and apoB on average in randomized trials, especially when they improve saturated-fat and fiber patterns.

Strong human evidence2 sources

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