Testing & Tracking
APOB vs LDL — The Right Atherogenic Marker
Apolipoprotein B (apoB) is the structural protein on every atherogenic lipoprotein particle — LDL, VLDL, IDL, chylomicron remnants, and lipoprotein(a). Each of these particles carries exactly one apoB molecule, which means circulating apoB…
Bloodwork Interpretation Guide
Educational guide for understanding blood work, reference ranges, and optimization targets
CGM for Non-Diabetic Optimization
Continuous glucose monitoring devices have been the standard of care in insulin-dependent diabetes for over a decade — Dexcom and Abbott Libre systems track interstitial glucose every 1–15 minutes via a small subcutaneous sensor worn for 10–15 days,…
Cleerly / AI-Analyzed CT Coronary Angiography
Cleerly is an AI-powered analysis platform applied to coronary CT angiography (CCTA), the contrast-enhanced cardiac CT that visualizes both calcified and non-calcified plaque in the coronary arteries. Where coronary artery calcium (CAC) scoring…
Coronary Artery Calcium (CAC) Scoring
Coronary artery calcium scoring is a non-contrast CT scan of the heart that quantifies calcified atherosclerotic plaque in the coronary arteries. The Agatston score, derived from the area and density of calcified deposits, has been the standard…
DEXA Scan — Bone Density and Body Composition
Dual-energy X-ray absorptiometry (DEXA, sometimes written DXA) is the gold-standard imaging modality for measuring bone mineral density and the most accurate consumer-accessible method for measuring body composition (fat mass, lean mass, visceral…
DUTCH Urine Hormone Testing
The DUTCH test (Dried Urine Test for Comprehensive Hormones, Precision Analytical) measures a panel of steroid hormones and their metabolites from dried urine spots collected at specified times across a 24-hour period. The test has become a popular…
Eight Sleep, ChiliSleep, and Temperature-Controlled Sleep Tech
Active mattress temperature control — water-circulated cooling and heating beneath a fitted topper — has emerged from a niche sleep-optimization product category into one of the most-evidenced consumer sleep interventions of the past decade. The…
Energy and Fatigue — A Diagnostic-First Protocol
Epigenetic Age Clocks — TruDiagnostic vs DunedinPACE vs GlycanAge
"Biological age" — as distinct from chronological age — has become one of the most-marketed concepts in the longevity consumer space. The underlying science is real and increasingly substantial: it is now well-established that certain DNA…
Full-Body MRI (Prenuvo, Ezra, Q Bio)
Full-body magnetic resonance imaging — sold under brands including Prenuvo, Ezra, and Q Bio — is a consumer-direct whole-body MRI scan marketed for early detection of cancer and incidental findings. The scans take approximately 45–60 minutes,…
Galleri — Multi-Cancer Early Detection
Galleri is a blood test developed by GRAIL (now an independent public company after spin-off from Illumina) that detects cell-free DNA shed by cancer into the circulation. Using methylation pattern analysis on a panel of ~100,000 genomic sites,…
Hormone Testing Methodology — LC-MS/MS vs Immunoassay
Steroid hormone measurement in blood is dominated by two distinct technologies. Immunoassay — the standard method used by most commercial U.S. clinical laboratories for testosterone, estradiol, cortisol, and most other steroid hormones — uses…
HRV Interpretation & Training Apps
Heart rate variability has become one of the most-marketed metrics in consumer wearable health tracking. The underlying physiology is real and well-characterized: variation in time between successive heartbeats reflects autonomic nervous system…
Lipoprotein(a) — Testing and Management
Lipoprotein(a), abbreviated Lp(a) and pronounced "L-P-little-a," is an LDL-like lipoprotein particle with a specific protein attachment — apolipoprotein(a) — that makes it independently atherogenic. Roughly 20% of the global population — about 1.4…
Lumen — Metabolic Flexibility Tracking
Lumen is a consumer-direct handheld device that measures CO₂ concentration in a single exhaled breath, computes the respiratory exchange ratio (RER), and reports a number indicating whether the user is metabolically in a fat-burning or…
Microbiome Testing — Viome, ZOE, Sun Genomics
Consumer microbiome testing has emerged as a substantial commercial category over the past decade, with companies including Viome, ZOE, Sun Genomics, Thryve, DayTwo, and various direct-to-consumer offerings sequencing stool samples and returning…
Polysomnography vs Home Sleep Apnea Testing
Sleep-disordered breathing — primarily obstructive sleep apnea (OSA) — is one of the most common, most underdiagnosed, and most consequential conditions in adult medicine. Untreated moderate-to-severe OSA is associated with hypertension, atrial…
PSA Testing Strategy and Interpretation
Prostate-specific antigen (PSA) testing has been the central screening tool for prostate cancer since the late 1980s. The history of PSA screening is one of the most-debated topics in cancer screening medicine — early enthusiasm produced substantial…
SIBO Breath Testing — Glucose, Lactulose, and Trio-Smart
Small intestinal bacterial overgrowth (SIBO) describes an excessive concentration of bacteria in the small intestine, traditionally defined as ≥10⁵ colony-forming units per mL on small bowel aspirate. The condition has been increasingly diagnosed…
The Comprehensive Thyroid Panel
Thyroid evaluation in U.S. clinical practice traditionally starts with thyroid-stimulating hormone (TSH) — the most sensitive marker of thyroid status in adults with intact hypothalamic-pituitary-thyroid axis function. Free T4, free T3, reverse T3,…
VO2max Testing — Methods Comparison
VO2max — maximum oxygen consumption during exhaustive exercise — is the single most predictive fitness metric for all-cause mortality across multiple longitudinal cohort studies. Companion to the existing Vanguard VO2max Maximization Protocols…
WatchPAT and Consumer Sleep Trackers — Validity for Sleep
Wrist-worn and finger-worn sleep tracking has become ubiquitous in the optimization community. Two distinct categories of devices are commonly confused: FDA-cleared home sleep apnea test (HSAT) devices like WatchPAT (Itamar Medical), and consumer…
Wearable Comparison — Oura vs Whoop vs Apple Watch vs Garmin
The wearable category dominant in the optimization community in 2026 reduces to four products: the Oura Ring Generation 4, the Whoop 4.0 (with the newer 5.0 sensor band launching), the Apple Watch Series 10, and the Garmin Fenix/Forerunner line.…