Sample Optimization Analysis

From Data to an Actionable Optimization Plan

Fictional · De-Identified ExampleSAMPLE-0427 · Male · 42 · Goals: energy, body composition, long-term health
Clinical Performance Index · 10 Domains
MET 48HRM 61ENR 44SLP 52STR 46GUT 67CVD 72INF 58NEU 70NTR 55
METMetabolic
48
HRMHormonal / Neuroendocrine
61
ENREnergy / Mitochondrial
44
SLPSleep / Recovery
52
STRStress / Autonomic
46
GUTGut / Microbiome
67
CVDCardiovascular
72
INFInflammation / Immune
58
NEUNeurocognitive
70
NTRNutrient / Methylation
55
Primary Optimization Archetype

The Under-Recovered Metabolic Pattern

Energy, stress-recovery and metabolic domains are compressing each other: shortened sleep raises autonomic load, which blunts insulin sensitivity and daytime energy. The highest-leverage work is restoring recovery capacity while correcting early metabolic drift.

Energy / Mitochondrial · 44Stress / Autonomic · 46Metabolic · 48
Key Symptoms Reported
  • Afternoon energy crashes
  • Poor sleep quality and slow morning start
  • Stubborn abdominal fat despite training
  • Brain fog during long work blocks
  • Slower recovery between workouts
Potential Symptom ↔ System Relationships
Afternoon energy crashes
MetabolicSleep / RecoveryEnergy / Mitochondrial
Stubborn abdominal fat
MetabolicHormonal / NeuroendocrineStress / Autonomic
Brain fog during work blocks
NeurocognitiveSleep / RecoveryInflammation / Immune
Slower workout recovery
Stress / AutonomicEnergy / MitochondrialNutrient / Methylation
Body-Composition Findings
Body fat
28.4%
above optimal range
Skeletal muscle mass
36.1 kg
slightly below target
Visceral adipose
Level 12
elevated
Phase angle
5.6°
low-normal cellular health
Energy / Recovery Findings
Avg HRV (30 days)
38 ms
trending low
Sleep duration
5h 48m
below 7h target
Deep sleep
48 min
low
Resting heart rate
66 bpm
room to improve
Relevant Laboratory Findings
Fasting insulin
14.2 µIU/mL
elevated
HbA1c
5.6%
upper-normal
hs-CRP
2.1 mg/L
borderline inflammation
Vitamin D
24 ng/mL
insufficient
ApoB
105 mg/dL
above optimal
Free testosterone
Low-normal
monitor
Optimization Priorities — Ranked
  1. 01Rebuild sleep architecture and circadian consistency — Sleep / Recovery, Stress / Autonomic
  2. 02Restore insulin sensitivity through nutrition timing and zone-2 volume — Metabolic
  3. 03Correct vitamin D status and methylation support — Nutrient / Methylation
  4. 04Progressive strength block to protect muscle during fat loss — Body composition
  5. 05Re-test key labs and re-score the CPI at 90 days — Longitudinal
The Output

The Tier 1–4 Optimization Framework

Every analysis maps findings to a four-tier intervention landscape. Nothing is hidden, locked or sequentially gated — the full picture goes to your clinical team for review.

TIER 1

Foundations

Sleep, nutrition, movement and recovery.

TIER 2

Corrective Optimization

Targeted nutrient and metabolic correction.

TIER 3

Clinician-Managed Optimization

Clinician-managed medications and hormones.

TIER 4

Advanced Optimization

Advanced diagnostics and precision options.

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This is a fictional, de-identified example for education only — not medical advice. Interventions involving diagnosis or treatment are always clinician-managed.