Longevity & Metrics
Showing all 3 results
Longevity & Metrics
What isn't measured can't be managed. The 12 hallmarks of aging (López-Otín 2023) translate into actionable biomarkers. Without metrics, everything is ideology.
Why it matters
López-Otín, Blasco, Partridge, Serrano & Kroemer (Cell In 2023, they consolidated 12 hallmarks: genomic instability, telomere attrition, epigenetic alterations, loss of proteostasis, dysregulated autophagy, dysregulated nutrient sensing, mitochondrial dysfunction, cellular senescence, stem cell depletion, altered intercellular communication, chronic inflammation, and dysbiosis. Each has biomarkers and levers.
Core biomarkers
- VO₂max: the most powerful predictor of mortality (Mandsager 2018).
- Omega-3 Index: >8% (Harris & Schacky 2004); <4% high cardiovascular risk.
- hs-CRP: <1.0 mg/L (silent inflammation).
- HbA1c: <5.4%; stable glycemic path.
- ApoB: <80 mg/dL (real atherogenic risk, better than LDL-C).
- Lp(a): measured once in a lifetime; genetic.
- Epigenetic clocks: Horvath, GrimAge, DunedinPACE for biological aging rate.
- Body composition: DEXA with ALMI, visceral fat, bone density.
Senolytics and rejuvenation
- Hickson et al. (EBioMedicine 2019): first human study with dasatinib + quercetin.
- Yousefzadeh et al. (EBioMedicine 2018): fisetin as a natural senolytic in preclinical models.
- NAD+: precursors (NR, NMN) elevate tissue NAD+; clinical relevance in active research.
Non-negotiable levers
- Full annual panel: Without measurement there is no management.
- VO₂max 2x/year: metric more sensitive to lifestyle.
- Annual DEXA: Actual body composition, not weight.
- Biennial epigenetic clock: to validate that the interventions work.
N-Acetyl-L-Cysteine (NAC) — Glutathione and detox
Where to buyNAD+ with Resveratrol — Cell Regeneration
Where to buyUbiquinol CoQ10 — Mitochondria and Cardiovascular
Where to buy
Operator's Manual — Longevity as EngineeringYour body is critical infrastructure. Treat it as such.
This section isn't just another "eat healthy and exercise" blog. It's the control panel and the service manual of a complex biological system. The premise: if you don't measure, you don't manage; if you don't manage, you don't optimize. What follows are the four operational layers for extending healthspan with facts, not beliefs.
Lifespan
Total lifespan. A popular but misleading metric: reaching 100 in a wheelchair is not winning.
Healthspan
Years lived without chronic illness or dependency. The real metric. Objective: to compress morbidity at the end.
Pillar 1 · Control PanelMetrics: what is not measured, is not optimized
Before any intervention, implement the system. These are the four data sources that separate a serious protocol from a wellness routine.
1.1 The trap of the laboratory's "normal ranges"
The reference ranges for a standard analysis are calculated based on the population general — including people with chronic inflammation, prediabetes, and subclinical deficiencies. Being “within range” means being like the average sick person, not like a high-performing system.
| Marker | “Normal” range” | Optimal range | What does it tell you? |
|---|---|---|---|
| hs-CRP | <10 mg/L | <1.0 mg/L | Silent inflammation. A predictor of cardiovascular disease and mortality. |
| HbA1c | <5.7% | 4,8 — 5,3% | Average glucose over 90 days. Above 5.4% there is already accelerated glycation. |
| Fasting insulin | <25 µUI/mL | 2 — 6 µUI/mL | True sensitivity. Glucose remains normal for years with high insulin. |
| HOMA-IR | <2.5 | <1.0 | Calculated insulin resistance (glucose × insulin / 405). |
| Vitamin D 25-OH | >30 ng/mL | 40 — 60 ng/mL | Hormonal, not “vitamin”. Immunity, bone, cognition. |
| Ferritin | 30 — 400 ng/mL | 50 — 150 ng/mL | Stored iron. Extremely high levels = inflammation or overload. |
| Homocysteine | <15 µmol/L | <7 µmol/L | Methylation. Related to cardiovascular and cerebral atrophy. |
| ApoB | <130 mg/dL | <80 mg/dL | Actual atherogenic particles. Better predictor than LDL-C. |
| Omega-3 Index | — | >8% | EPA+DHA in erythrocyte membrane. <4% = cardiovascular risk. |
Request every 12 months: blood count, advanced lipid profile (with ApoB and Lp(a)), glucose, insulin, HbA1c, hs-CRP, homocysteine, vitamin D 25-OH, B12 + holo-TC, ferritin, TSH+free T3+free T4, total and free testosterone (men), estradiol+progesterone (women), Omega-3 Index.
Tools audited: View Arsenal · Longevity & Metrics →
1.2 HRV — The ultimate recovery metric
The heart rate variability It measures the difference (in ms) between consecutive heartbeats. More variability = flexible and well-recovered nervous system. Less variability = accumulated stress, incipient infection, alcohol, or poorly managed training.
- How to measure it properly: While at rest, upon waking, while sleeping. Nighttime RMSSD is the standard (Oura, Whoop, Garmin, Apple Watch with apps like HRV4Training).
- What matters: your personal baseline and the trend 7-30 days, not the absolute value. Comparing your HRV to someone else's is like comparing license plates.
- Green / Yellow / Red: >5% above your average → push yourself. ±5% → train normally. >10% below for 2 consecutive days → reduce volume, prioritize sleep, rule out illness or alcohol.
Use the 7-day moving average as a reference. If your HRV falls >10% two days in a row: 1) no alcohol, 2) have dinner 3 hours before bed, 3) replace HIIT with Zone 2, 4) prioritize 8 hours of sleep with a room at 18-20°C.
Tools audited: View Arsenal · Longevity & Metrics →
1.3 Continuous Glucose Monitoring (CGM) in non-diabetics
A sensor (FreeStyle Libre, Dexcom, Lingo, Levels) used for 14 days shows you how your body in particular It reacts to food, stress, sleep, and exercise. Two people can eat the same oatmeal, and one's blood sugar will spike to 180 mg/dL while the other barely moves at 110.
- Optimal fasting glucose: 72 — 90 mg/dL.
- Post-meal peak: <30 mg/dL above baseline ideally; <140 mg/dL absolute.
- Time in range (70-110 mg/dL): >90% of the day.
- Variability (SD): <15 mg/dL. The roller coaster effect damages the endothelium even though the average may appear "normal".
She has been on CGM for 14 days. Days 1-3: Eat as usual (baseline). Days 4-14: Test protein snack (Egg or turkey) 10 minutes before carbs, 1 tbsp diluted vinegar pre-meal, 10-minute walk post-meal. Identify the 3 foods that trigger your jitters the most and reformulate or eliminate them.
Tools audited: View Arsenal · Longevity & Metrics →
1.4 Biological age vs. chronological age
Your chronological age is a number on your ID card. biological age This is what your epigenome reports about actual wear and tear. epigenetic clocks They measure DNA methylation patterns to estimate it.
Horvath / Hannum
First generation. They correlate with chronological age. Useful for general validation.
PhenoAge / GrimAge
Second generation. They predict mortality and morbidity. More sensitive to interventions.
DunedinPACE
Measure the speed of aging (biological years per chronological year). Current standard for evaluating protocols.
Baseline epigenetic test. Implement longevity protocol for 6-12 months. Re-test. If DunedinPACE decreased from 1.02 to 0.92, you gained approximately 1 biological year for every chronological year. Data > hunches.
Tools audited: View Arsenal · Longevity & Metrics →
Pillar 2 · Aging EngineeringThe causes: why we age at a molecular level
López-Otín, Blasco, Partridge, Serrano and Kroemer consolidated in Cell (2013, updated 2023) the processes common to all aging organisms. They are not a mystery: they are maintenance failures measurable and intervenable.
2.1 The 12 Hallmarks of Aging
Genomic instability
DNA damage from radiation, ROS, and replication errors. Lever: minimize mutagens, NAD+ for repair, deep sleep (NREM-3).
Telomeric attrition
Telomeres shorten with each cell division. Telomeres.
Epigenetic alterations
Loss of methylation patterns; “noise” that shuts down the correct genes. Levers: methylation (B12, folate, B6), fasting, exercise.
Loss of proteostasis
Misfolded proteins accumulate (amyloid, tau). Levers: autophagy, sauna (heat shock proteins), caloric restriction.
unregulated macroautophagy
Cellular recycling slows down. Levers: 16-24 hour fasting, fasted exercise, dietary spermidine.
Dysregulated nutrient sensing
Chronically active mTOR and insulin = “always growing” signal. Leverage: protein cycling, feeding window, strength.
Mitochondrial dysfunction
Less ATP, more ROS. Lever: Zone 2 + HIIT, CoQ10/Ubiquinol, NAD+, controlled cold.
Cellular senescence
Zombie cells that secrete inflammatory SASP. Levers: senolytics (fisetin, quercetin), exercise, fasting.
Stem cell depletion
Reduced tissue regeneration capacity. Leverage: strength training, mild caloric restriction, NAD+.
Altered intercellular communication
Inflamm-aging: chronic inflammatory noise. Levers: omega-3, polyphenols, sleep, quitting smoking, and limiting alcohol.
Chronic inflammation
Elevated hs-CRP, high IL-6. Leverage: Mediterranean diet, fermentable fiber, exercise, control of visceral adiposity.
Dysbiosis
Impoverished gut microbiota and increased intestinal permeability. Lever: 30+ different plants/week, fermented foods, prebiotic fiber.
2.2 Zombie cells (cellular senescence) in detail
When a cell suffers irreparable damage, two outcomes are healthy: repair o apoptosis (clean suicide). The third fate is the problem: the cell refuses to die, stops dividing, and begins to secrete an inflammatory cocktail called SASP (Senescence-Associated Secretory Phenotype) — cytokines, chemokines, proteases. This SASP It ages neighboring healthy cells..
- Accumulation with age: By age 80, up to 20% of the cells in some tissues are in senescence.
- Link to disease: osteoarthritis, sarcopenia, pulmonary fibrosis, atherosclerosis, Alzheimer's.
- Removing them improves function: In mice, eliminating senescent cells extends healthy lifespan ~25-35% (Baker et al., Nature 2016).
2.3 The key difference: Lifespan vs. Healthspan
Wrong strategy
Maximize total years of life regardless of quality. Result: 10-15 final years with dependency, chronic pain, and cognitive decline.
Correct strategy
Compress morbidity: Maintain high physical and cognitive function until near the end. Goal: 90 years old playing tennis, not in a wheelchair.
Pillar 3 · Pathways to LongevityThe software: switches your body already has
The cell has molecular sensors that decide whether to "grow" or "repair" based on the availability of energy and nutrients. Chronicity of only one of these modes = pathology. Mastery is cycle them.
3.1 AMPK — The power switch
It activates when there is bit ATP (fasting, exercise, cold). It signals the body to burn fat, improve insulin sensitivity, mitochondrial biogenesis, and autophagy. It's the "repair" mode.
- Natural activators: 14-18 h fasting, exercise (especially prolonged Zone 2 and HIIT), mild calorie restriction, exposure to cold.
- Compounds: berberine (~500 mg with meals), metformin (Rx, indirect AMPK), green tea polyphenols (EGCG).
- Scoreboards that improve: HOMA-IR, HbA1c, triglycerides, abdominal circumference.
3 days/week 16:8 window + 1 Zone 2 session (60-90 min, HR ~701 bpm, 3-minute intervals max) + 2 short HIIT sessions. Unsweetened coffee or green tea before training in a fasted state. Cold (1-3 min shower) post-workout optional.
Tools audited: View Arsenal · Longevity & Metrics →
3.2 mTOR — The Growth Dilemma
mTOR (mammalian Target Of Rapamycin) is the "nutrients available, grow" sensor. It is activated by protein (especially leucine), insulin, and carbohydrates. It is necessary for build muscle, However, if it is kept on 24 hours a day, it suppresses autophagy and accelerates aging.
- Turn on mTOR: 30-40g of protein with 3g of post-strength leucine.
- Turn off mTOR: fasting windows >14 h, low protein days (1 day/week <0.5 g/kg), mild calorie restriction.
- The common mistake: 5-6 meals with protein throughout the day → mTOR always on = chronic anabolism = accelerated aging.
5-6 days/week: Target protein (1.6-2.2 g/kg) divided into 3 servings, strength training 3-4 times/week. 1 day/week “low protein” (<0.5 g/kg) or 24-hour fast. Result: Gains lean mass y active autophagy.
Tools audited: View Arsenal · Longevity & Metrics →
3.3 Autophagy — The collection of cellular waste
From the Greek, meaning "to eat oneself." The cell degrades damaged components (misfolded proteins, defective mitochondria) and recycles them. It is the system of deep maintenance. Yoshinori Ohsumi won the 2016 Nobel Prize for discovering its mechanism.
| Stimulus | Approximate threshold | Autophagic magnitude |
|---|---|---|
| Fast | 16-18 h | Initial |
| Fast | 24-36 h | Robust (includes mitophagy) |
| Fast | 72 h | Immune cell renewal (Longo) |
| Intense exercise | 60+ min Zone 2-3 | Localized in muscle and heart |
| Sauna | 20 min × 4/week 80-90°C | Heat shock proteins, proteostasis |
| Dietary spermidine | 1-3 mg/day (wheat germ, aged cheese) | Modest but cumulative |
1-2 24-hour fasts per month (dinner to dinner), well hydrated with electrolytes. Unsweetened coffee/tea allowed. Break the fast with broth + lean protein + cooked vegetables (no post-fast indulgence). Sauna 4 times/week for 15-20 minutes.
Tools audited: View Arsenal · Longevity & Metrics →
Pillar 4 · Anti-aging ArsenalMolecules: Targeted intervention with backing
This layer only makes sense once the previous three are in place. Supplementing without metrics, fasting, and exercise is like changing the oil in a blown engine.
4.1 The NAD+ pathway — Mitochondrial energy
He NAD+ NAD+ (nicotinamide adenine dinucleotide) is a cofactor for hundreds of enzymes, including sirtuins and PARP (DNA repair). By age 50, you have approximately 501% of the NAD+ you had at age 20. A drop in NAD+ leads to a decrease in repair, energy, and metabolic resistance.
NMN
Nicotinamide mononucleotide. Direct precursor. Doses studied: 250-1000 mg/day. Sublingual or liposomal administration improves absorption.
NR (Niagen)
Nicotinamide riboside. The form with the most clinical data in humans (Elysium, Tru Niagen). 300-600 mg/day.
NAD+ IV
Intravenous administration, under supervision. Raises levels rapidly but is costly and has limited evidence compared to oral precursors.
300-600 mg of NR (or 500 mg NMN) fasted + 2 HIIT sessions/week + Zone 2 (90 min/week). Optional stack: trimethylglycine (TMG) 500 mg to support methylation, as NAD+ consumes methyl groups.
Tools audited: View Arsenal · Longevity & Metrics →
4.2 Natural Senolytics — Eliminate zombie cells
The senolytics These are compounds that selectively induce apoptosis in senescent cells (without affecting healthy cells). The most studied protocol in humans is dasatinib + quercetin (Mayo Clinic, Kirkland), but there are natural alternatives with growing data:
- Fisetin: A flavonoid present in strawberries. Studies in mice (Yousefzadeh 2018) show a reduction in senescent markers and an extension of healthy lifespan. Human dosage in clinical trials: 20 mg/kg × 2 days/month (“hit and run”).
- Quercetin: It enhances the effect when combined. It synergizes with flavonoids.
- Pterostilbene and curcumin: Anti-inflammatory support and complementary senescent modulation.
Two consecutive days per month: fisetin 1500-2000 mg + quercetin 1000 mg, with fat for absorption. Not daily—the "hit and run" method allows healthy cells to recover. Combining with 24-hour fasting and sauna enhances the effect.
Tools audited: View Arsenal · Longevity & Metrics →
4.3 Sirtuin Activators — The Truth About Resveratrol
The sirtuins SIRT1-7 are NAD+-dependent enzymes that regulate metabolism, DNA repair, and epigenetic silencing. resveratrol SIRT1 is active in vitro, but its oral bioavailability in standard form is <1%. That is why almost all the negative studies used poorly absorbed forms.
- Correct form: trans-resveratrol (not cis), liposomal or with piperine/fat. 250-500 mg.
- Necessary synergy: Without adequate NAD+, sirtuins do not function. Logical stack: NR/NMN + trans-resveratrol.
- Pterostilbene: more stable and bioavailable analogue.
Liposomal trans-resveratrol 500 mg + NR 300 mg, taken together in the morning with fat (egg, EVOO, avocado). Since NAD+ is not available, the resveratrol is purely for show.
Tools audited: View Arsenal · Longevity & Metrics →
4.4 Control of oxidative stress — NAC and glutathione
He glutathione GSH is the master endogenous antioxidant. It is synthesized from cysteine, glycine, and glutamate. Cysteine is the bottleneck, and the NAC (N-acetyl-L-cysteine) is the stable and absorbable form to replenish it.
- NAC: 600-1200 mg/day. Increases intracellular glutathione, mucolytic, liver and respiratory support.
- Liposomal or S-acetyl glutathione: 250-500 mg/day. Directly absorbable form.
- Glycine: 3-5 g before bed. Raw material for GSH and improves sleep quality.
- Selenium: 100-200 µg/day. Cofactor of glutathione peroxidase.
NAC 600 mg on an empty stomach + glycine 3 g before bed + selenium (2 Brazil nuts/day). Re-evaluate GGT and ALT in 90 days—decreases indicate improved hepatic redox status.
Tools audited: View Arsenal · Longevity & Metrics →
Operation 12 monthsBase stack of longevity — implementation order
- Month 1: Complete blood panel + Omega-3 Index. Establish baseline.
- Month 2-3: CGM 14 days, adjust carbohydrates to your individual response. Start window 14:10.
- Month 4-6: Integrate Zone 2 (180 min/week) + strength 3×/week. Sleep 7-9 h with HRV monitored.
- Month 7-9: incorporate base stack — omega-3, vitamin D on target, NAC, magnesium glycinate, creatine.
- Month 10-12: Advanced layer — NR/NMN, liposomal trans-resveratrol, monthly senolytic cycle (fisetin). Re-test panel + biological age (DunedinPACE).



