My Seven-Point Matrix of Bio-Individuality

Your health is not determined by one lab value or one habit. It’s a layered system, shaped by biology, environment, and behavior. To truly understand your bio-individuality, I use a seven-point matrix that maps all the dimensions that make you you.

1. Age & Gender (Foundational Lens)

  • These are the first filters through which health is expressed.
  • Hormonal rhythms, disease risks, nutritional needs, and recovery patterns shift with age and sex.

2. Genetics & SNP Variants (Your Blueprint)

  • The code you’re born with, your genetic susceptibilities.
  • We look at functional SNP variants that influence:
    • Metabolism (e.g., FTO, PPARG, TCF7L2).
    • Detoxification pathways (Phase I: CYP450 family; Phase II: MTHFR, COMT, GST, NAT2).
    • Disease predispositions (e.g., APOE4 for Alzheimer’s/CVD, LCT, HLA variants).

3. Functional Blood Markers (Your Biochemical Map)

  • The functional medicine lens on blood tests.
  • Goes beyond “normal” to detect early dysfunctions
  • Includes: glucose-insulin dynamics, lipid particle quality, inflammation, micronutrient status, hormone panels.
  • This is where we define your blood age versus your chronological age.

4. Functional Physiological Markers (Your Performance Map)

  • The body in motion, measured objectively.
  • Cardiorespiratory fitness: VO₂ max, resting heart rate (RHR), heart rate variability (HRV).
  • Strength & mobility: grip strength, muscle mass, flexibility, movement patterns.
  • Recovery: sleep efficiency, recovery indices.
  • Defines your physiological age, how well your body performs, and adapts.

5. Mental & Emotional Health (Your Inner Framework)

  • Stress, resilience, cognition, and emotional state directly impact biology.
  • Includes: mood patterns, anxiety/depression scales, trauma history, sense of purpose, mental resilience practices.

6. Environment & Social Context (Your External Influences)

  • The air you breathe, the culture you live in, and the relationships you hold.
  • Includes: pollutants, toxins, light exposure, EMF, cultural norms, social conditioning.
  • Epigenetically influences how your genes are expressed.

7. Behaviors & Consumption (Your Daily Code)

  • What you do every day shapes your biology more than your DNA.
  • Sleep quality and circadian alignment.
  • Nutrition & supplementation choices.
  • Movement & training patterns.
  • Consumption: not just food, but digital input, conversations, media, literature, all rewiring your nervous system and belief system.

Together, these seven layers form a personalized health matrix. It’s how you move from generic advice to bio-individual precision engineering health, performance, and longevity for your unique blueprint.