Z
Zoetica AI
Online
Hi, I'm Zoetica AI. Ask me anything about longevity science, healthspan, biomarkers, VO2 max, resistance training, or how to interpret your numbers.
Just now
Healthspan & Longevity Science Platform

Not just more years.
More capable years.

The goal isn't to live longer. It's to stay strong, sharp, and independent for as much of your life as possible. Zoetica is a research platform built around that idea.

19 biomarkers
Evidence-based protocols
25+ peer-reviewed studies
Built by Erik Balians, UCLA

0
Biomarkers
0
Domains
0
Studies
0
Protocols
Where to begin
Start here, based on
what you want to do

Zoetica is organized so you can jump straight to what matters to you.

I want to understand the science
Read the Pillars of Healthspan →
Start with the four evidence-based foundations — VO2 max, resistance training, sleep, and nutrition. Each pillar is written with in-text citations and links to primary research.
I want to know my numbers
Use the Biological Age Tracker →
Enter your lab values and functional measurements. Get an estimated biological age, an AI plain-language interpretation, and a downloadable PDF report.
I want to take action
Browse the Longevity Protocols →
Eight evidence-ranked, specific, actionable protocols with exact numbers — zone 2 targets, resistance training minimums, sleep optimization, and PubMed citations.
I want to read the research
Explore the Research Library →
25+ peer-reviewed studies across 12 categories — epigenetics, sauna, sleep, senolytics, cold exposure, mitochondria, and more. All with PubMed links.
From the research
What your doctor
probably won't tell you

These findings are well-established in peer-reviewed literature but rarely make it into a standard clinical visit.

01
VO2 max is the strongest predictor of death we can measure — stronger than smoking
Lowest fitness quintile has 5× higher mortality than the highest. Yet no standard checkup measures it. Kokkinos et al., JACC 2022 →
02
Using a sauna 4–7 times a week cuts fatal heart disease risk by 66%
A 20-year Finnish cohort study found dose-dependent cardiovascular protection rivaling medication. Laukkanen et al., JAMA Internal Medicine →
03
Your grip strength predicts heart disease death better than blood pressure does
140,000 people across 17 countries. Each 5 kg drop in grip = 17% higher cardiovascular mortality. Leong et al., The Lancet →
04
One night of 4-hour sleep wipes out 70% of your immune system's cancer-killing cells
Natural killer cell activity drops after a single night of sleep restriction. Besedovsky et al., Pflügers Archiv →
05
Only 12% of Americans are metabolically healthy — most don't know they're not
88% of adults fail at least one marker of optimal metabolic health per NHANES data. Araújo et al., 2020 →
06
Loneliness is as deadly as smoking 15 cigarettes a day
Meta-analysis of 148 studies: adequate social relationships = 50% greater survival odds. Holt-Lunstad et al., PLOS Medicine →
Everything on Zoetica
The full platform at a glance
01
Biomarker database
19 longevity biomarkers across 6 domains with reference ranges and healthspan correlations.
Database
02
Pillars of healthspan
VO2 max, resistance training, sleep science, and nutrition — all cited with PubMed links.
Science
03
Intervention simulator
Sliders for blood markers, VO2 max, HRV, and grip strength. Real-time biological age output.
Interactive
04
Longevity protocols
Eight ranked, specific protocols with exact numbers, citations, and expandable detail.
Protocols
05
Biological age tracker
14-input estimator with AI interpretation, sparkline tracking, and PDF export.
AI-powered
06
Research library
studies across 12 categories with PubMed links, live search, and category filters.
Research
07
Glossary
Plain-language definitions of every technical term — mTOR, AMPK, inflammaging, SASP, and more.
Reference
Biomarker Database
19 longevity biomarkers across 6 research domains
Healthspan Correlation Matrix
Correlation strength × research volume — bubble size = number of studies
Epigenetic
Inflammation
Metabolic
Telomere
Neurological
Functional
Personal Biomarker Tracker
Log your values, get a plain language AI interpretation, and export your report
How to get your numbers
Guide

Most of these biomarkers can be ordered through a standard blood panel. Here's exactly where to get them, what to ask for, and approximate costs.

Standard panel (insurance covered)
Ask your doctor for: CBC, CMP, Lipid panel, HbA1c, Fasting insulin, hsCRP, Homocysteine. Covers most blood biomarkers on Zoetica.
Direct-to-consumer (~$50–$200)
Function Health (~$500/yr, 160+ markers). Marek Health for metabolic/hormone panels. Ulta Lab Tests for cheapest individual markers.
Functional measurements
VO2 max: Wearable estimate free; clinical test ~$150–$300. Grip strength: Dynamometer ~$30. HRV: Whoop, Oura, or Garmin.
What to say to your doctor
"I'd like fasting insulin, hsCRP (high-sensitivity), homocysteine, and a full lipid panel including HDL and triglycerides added to my annual labs."
Biological Age Estimator
Enter your lab values and functional measurements. Zoetica calculates an estimated biological age using a multi-domain scoring model from published longevity cohort benchmarks. Educational estimate only — not a clinical measurement.
Intervention Simulator
Move the sliders to simulate improvements across blood and functional biomarkers. Biological age updates in real time.
Biological Age Simulator
Adjust blood markers, VO2 max, grip strength, and HRV to simulate the impact of specific interventions. Values start at average population levels. Impact scores derived from published longevity RCT and cohort data.
Simulated Biological Age
--
Set your age to begin
Domain scores
Intervention Impact Reference
Estimated biological age improvement per intervention — from RCT and cohort data
Evidence-based foundations
The four pillars of
human healthspan

Healthspan is not the absence of disease. It is the preservation of physical and cognitive capability across the lifespan. These four pillars are the most evidence-supported levers available to any individual.

VO2 Max & Cardio
Muscle & Resistance Training
Sleep & Recovery
Nutrition Strategy

VO2 Max & Cardiovascular Fitness

VO2 max — the maximum rate at which your body can consume oxygen during exercise — is one of the single strongest predictors of all-cause mortality ever measured in human research. Its predictive power exceeds smoking status, hypertension, and diabetes in several major cohort studies.

Higher mortality risk in lowest vs highest VO2 max quintile
45%
Reduction in all-cause mortality per 3.5 mL/kg/min improvement in VO2 max
~1%
Annual VO2 max decline after age 25 without structured training
25%
VO2 max improvement achievable with 12 weeks of structured zone 2 training

Why VO2 max predicts lifespan so strongly

VO2 max reflects the integrated capacity of the heart, lungs, vasculature, and mitochondria to deliver and utilize oxygen. High VO2 max means a larger cardiac stroke volume, greater mitochondrial density, better capillary perfusion, and superior metabolic flexibility. These same factors protect against heart disease, metabolic syndrome, cognitive decline, and cancer progression.

The zone 2 foundation

Zone 2 training — sustained aerobic exercise at approximately 60–70% of maximum heart rate — is the foundation of VO2 max development. At this intensity, type 1 mitochondria-rich muscle fibers are trained, mitochondrial biogenesis is stimulated via PGC-1α, and fat oxidation is maximized. Elite endurance athletes perform 80% of their training in zone 2.

VO2 max norms by age and sex

Males: Superior (>55), Excellent (51–55), Good (44–50), Fair (38–43), Poor (<38) mL/kg/min at age 30–39. Females: Superior (>49), Excellent (45–49), Good (39–44), Fair (33–38), Poor (<33) mL/kg/min.

Evidence-based VO2 max protocol
Zone 2 base: 3–4 sessions per week, 45–60 minutes each, at 60–70% max HR. Non-negotiable foundation.
VO2 max intervals: 1 session per week, 4–6 × 4-minute intervals at 90–95% max HR, 4 minutes recovery.
Tracking: Garmin, Apple Watch, or Polar estimate VO2 max. Clinical graded exercise test is gold standard.
Target: Aim for "Excellent" or "Superior" category for your age and sex.

Muscle Mass & Resistance Training

Skeletal muscle is not just a tissue for movement — it is an endocrine organ that secretes myokines, regulates glucose metabolism, buffers inflammatory signals, and serves as an amino acid reservoir for immune function.

3–8%
Muscle mass lost per decade after age 30 without resistance training
46%
Lower all-cause mortality in those with high grip strength vs low
15%
Reduction in all-cause mortality from any resistance training
30%
Improvement in insulin sensitivity from 8 weeks of resistance training

Muscle as a longevity organ

During exercise, skeletal muscle releases over 600 myokines — signaling proteins that act on the brain, liver, adipose tissue, bone, and immune system. BDNF and IGF-1 released from exercising muscle drive neuroplasticity and cognitive preservation. Irisin promotes mitochondrial biogenesis.

Grip strength as a biomarker

A landmark Lancet study of 140,000 participants across 17 countries found grip strength to be a stronger predictor of cardiovascular mortality than systolic blood pressure. Trackable with a simple hand dynamometer (~$30).

Sarcopenia and the accelerating loss curve

Muscle loss accelerates significantly after age 60, creating a dangerous feedback loop: weakness reduces activity, reduced activity accelerates muscle loss, and resulting fragility dramatically increases fall and fracture risk. A meta-analysis found resistance training associated with a 15% reduction in all-cause mortality.

Evidence-based resistance training protocol
Frequency: 2–4 sessions per week. 2 sessions maintains muscle; 3–4 drives hypertrophy.
Volume: 10–20 sets per muscle group per week. Start lower and progress.
Intensity: 6–12 rep range for hypertrophy (65–80% 1RM). Include heavy work (3–6 reps) for strength.
Protein: 1.6–2.2 g/kg daily, distributed across meals. 2.5g leucine per meal to maximally stimulate MPS.

Sleep & Recovery Science

Sleep is not passive rest — it is the primary period during which the brain clears metabolic waste, consolidates memory, repairs cellular damage, and restores hormonal balance. Chronic sleep insufficiency is one of the strongest modifiable risk factors for accelerated biological aging.

70%
Reduction in NK cell activity after one night of 4-hour sleep
~2 yrs
Biological age acceleration associated with chronic sleep <7 hours
12%
Increase in all-cause mortality from short sleep <6 hrs
7–9 hrs
Optimal sleep duration — lowest all-cause mortality

The glymphatic system and brain aging

During deep non-REM sleep, the brain's glymphatic system removes amyloid-beta and tau proteins — the hallmarks of Alzheimer's disease — at a rate 10–20× higher than during wakefulness. Chronic sleep deprivation is associated with 1.5–2× higher Alzheimer's risk 25 years later.

HRV as a recovery metric

Heart rate variability (HRV) — the variation in time between heartbeats — is one of the most sensitive non-invasive markers of autonomic recovery and physiological resilience. High resting HRV reflects parasympathetic dominance and is associated with better cardiovascular health and higher VO2 max.

Evidence-based sleep optimization protocol
Duration: 7–9 hours actual sleep. Consistent sleep and wake time 7 days per week.
Temperature: 65–68°F bedroom. A warm shower 1–2 hours before bed accelerates core cooling.
Light: Bright light within 1 hour of waking. Eliminate blue light after 9pm.
Alcohol: Even moderate amounts suppress REM sleep. The data is unambiguous.
HRV tracking: 20%+ drop below your baseline = insufficient recovery. Reduce training intensity.

Nutrition & Metabolic Strategy

No single diet has been proven to dramatically extend human lifespan. What the evidence consistently shows is that metabolic health — maintained insulin sensitivity, low systemic inflammation, and adequate protein intake — is the nutritional foundation of healthspan.

2–3 yrs
Biological age reduction from caloric restriction in CALERIE RCT
88%
Of Americans are metabolically unhealthy by at least one marker
1.6–2.2
g/kg/day protein for optimal muscle protein synthesis in aging populations
<1.5
Trig/HDL ratio — the metabolic longevity target in centenarian studies

The metabolic health imperative

Only 12.2% of Americans currently meet all criteria for optimal metabolic health. Insulin resistance is the common thread running through most age-related chronic disease. The triglyceride/HDL ratio is one of the most sensitive proxy markers of insulin resistance — easily obtained from a standard lipid panel.

Protein: the most undervalued macronutrient for aging

Older adults exhibit "anabolic resistance" — a blunted muscle protein synthesis response requiring higher per-meal doses to overcome. The leucine threshold (~2.5g per meal) must be met to maximally stimulate mTOR.

Time-restricted eating and caloric restriction

Time-restricted eating activates autophagy and improves insulin sensitivity without requiring caloric counting. The CALERIE trial showed 25% caloric restriction slows the epigenetic pace of aging as measured by DunedinPACE.

Evidence-based nutrition protocol
Protein first: 1.6–2.2 g/kg daily. Minimum 30–40g per meal, 2.5g leucine per meal.
Minimize ultra-processed foods: The strongest dietary signal in longevity research — consistent avoidance of ultra-processed food.
Eating window: A 10-hour window (e.g., 8am–6pm) — improved insulin sensitivity and reduced inflammation.
Omega-3 index: Target above 8%. 2–3g EPA+DHA daily from fish oil or algae sources.
Track Trig/HDL ratio: Below 1.5 is the metabolic longevity target.
Longevity Protocols
Evidence-ranked, specific, actionable — click any row to expand the full prescription and citations
Research Library
25 peer-reviewed studies across 13 categories — click any row to expand
Glossary
37 terms — plain-language definitions of every technical term used across Zoetica

About
Zoetica

Why this exists

Longevity science is fragmented. Blood biomarker platforms ignore exercise physiology. Fitness apps ignore molecular biology. Neither connects the dots to the actual goal: not a longer life, but a longer healthspan — more years of strength, clarity, and physical capability.

Zoetica is an attempt to build that integrated resource. The name comes from the Greek zoe (life) and the suffix -tica (systematic study of). It covers the full picture: blood biomarkers, functional fitness markers, evidence-based protocols, and the literature connecting them.

Methodology

Biomarker reference ranges and healthspan correlation coefficients are drawn from peer-reviewed population studies including centenarian cohorts, caloric restriction trials, and longitudinal aging studies. Reference cohorts include the NuAge study, the CALERIE trial, the Longevity Genes Project (Albert Einstein College of Medicine), and the Leiden Longevity Study. For research and educational use only — not a substitute for medical advice.

Roadmap

v1–v2
Core biomarker database, biological age estimator, personal tracker, literature archive, AI research assistant, intervention simulator, PDF export.
v3 — Current
Expanded to 19 biomarkers including functional domain. Pillars of Healthspan with in-text citations. 50-study Research Library with PubMed links. Longevity Protocols with citations. How to get tested guide. Glossary with 37 terms. Directive homepage.
v4 — Vision
Clinician-facing interface, longitudinal trend analysis, cohort comparison tools, and open-access data sharing for research collaborators.

Creator

EB
Erik Balians
Pre-Medical Student, UCLA — Human Biology
Research: Neuroscience · Stroke Outcomes · Longevity Science
UCLA Health · Keck Medicine of USC · Olive View-UCLA Medical Center