Insights · Biomarkers

Biomarker Baseline in 48 Hours: Checklist for Clean Data Series

Baseline measurements need standardization. We show you which fasting times, supplements, stressors, and tracking fields are mandatory so trends remain reliable.

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Biomarker Baseline Lab Preparation Standardized Testing
Biomarkers
Published: Nov 22, 2025 9 min read
Biomarker Baseline in 48 Hours: Checklist for Clean Data Series

Consistent preparation brings clarity to every time series.

The Three Baseline Pillars

  1. Timing – same time of day, identical fasting duration (min. 12h), and no intense training 24h before.
  2. Supplement Pause – pause iron, vitamin D, adaptogens, and stimulants 48h, if medically safe.
  3. Event Logging – capture stress peaks, cycle day, travel, or infections as mandatory fields.

Data Fields You Need

  • Source (lab, home test, wearable sync)
  • Confidence level (A: lab, B: home test, C: self-report)
  • Recorded unit + reference range
  • Preparation status (complete, partial, missed)

Implementation in Two Days

  • Day 1: Prepare checklist in tool, set reminders, start supplement pause.
  • Day 2: Perform measurement, archive digitally immediately, attach photos of results.

Result

With a robust baseline, you can quickly determine whether changes are from interventions or measurement errors – and gain confidence in each subsequent time series.

Discussion

Community comments coming soon. Until then, we welcome feedback and questions via email.

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