Longitudinal Field Evidence

TrailGenic™ Physiology Dataset

A longitudinal N-of-1 field record documenting observed performance and physiological context across Walking, Rucking, Running, and Hiking.

Sessions are measured under real load, terrain, altitude, heat, cold, wind, and long-duration stress. Direct measurements remain separate from interpretation; source columns govern, and full-record patterns outrank individual session stories.

Current Dataset Declaration

93-Session Audit + 101-Session Live Record

The fixed one-year audit contains 93 sessions: 22 walks, 16 rucks, 17 runs, and 38 hikes. The live record now extends to 101 sessions: 24 walking, 18 rucking, 19 running, and 40 hiking. Foundation modalities remain controlled comparisons; Hiking carries the environmental model. The live hiking layer totals 430.66 miles, 164,610 feet of elevation gain, and 13,515.4 elapsed minutes.

101Total structured sessions
24Walking · baseline context
18Rucking · external load
19Running · faster demand
40Hiking · field expression
430.66Hiking miles
164,610Feet of hiking gain
13,515.4Field minutes
Strongest Record-Level Pattern

Improving Hiking Economy, With Mechanism Unresolved

Average Hike Heart Rate

127.6 → 124.1 bpm

First 19 versus final 19 hikes. The later half occurred in warmer conditions and reached higher average peak elevation.

Maximum HR and Garmin Exercise Load

156.2 → 149.9 bpm · Load 122.2 → 60.8

First 19 versus final 19 hikes. Garmin load is a device estimate; the heart-rate direction is the primary finding.

Matched Mount Baldy comparisons strengthen the result: the latest three hikes were 5.1% faster than the earliest three, with average heart rate 2 bpm lower and maximum heart rate 9 bpm lower despite warmer conditions.
Full-Record Audit

What the One-Year Audit Changed

Earlier interpretationCorrected recordStatus
29 of 32 hikes had negative drift; median −0.74%32 negative and 6 positive; median −1.0%Superseded
Wheeler was the first positive-drift hike and revealed fatigueFive positive-drift hikes preceded Wheeler; drift and pre-hike HRV correlated at r = +0.03Hypothesis withdrawn
Pre-to-post HRV change measured recovery cost and adaptationPre- and post-hike HRV correlated at r = +0.09; the delta correlated with its starting value at r = −0.738Metric retired
The Western Block revealed an Engine–Governor divergenceThe founding HRV-delta comparisons were dominated by starting values and regression toward the post-hike meanDataset claim withdrawn

Earlier session narratives remain part of the historical record, but the current one-year audit controls wherever those narratives conflict with corrected source columns.

Evidence Boundaries

Directional Signals, Not Standalone Diagnoses

Heart-Rate Drift

32 negative · 6 positive

Median −1.0%. A descriptive whole-route direction—not a validated efficiency, fatigue, fitness, or readiness score.

Breath Acetone

37 of 37 paired hikes increased

Median breath acetone rose from 2.2 to 7.3 ppm; the observed high was 22 ppm. It is not blood ketones, fat-oxidation rate, autophagic flux, or clinical metabolic status.

Three-Point HRV Context

36 → 29.5 → 41.5 median

Across 34 pre-, post-, and day-2 triplets, day-2 HRV exceeded immediate post-hike HRV in 30 cases. This describes recovery timing; it is not a validated readiness score.

Western Altitude Block

Descriptive Exposures, Not a Causal Recovery Model

Elbert, Manitou, Pikes, and Wheeler document 37.63 miles, 15,867 feet of gain, and 24.2 hours under compressed travel and altitude conditions. They do not establish a distinct recovery governor, physiological ceiling, or Wheeler fatigue marker.

EffortField factsObserved signalBoundary
Mount Elbert11.02 mi · 5,361 ft · 473 min · 14,497 ft127 bpm · −1.30% · 22 ppmHighest recorded elevation and tied-high acetone; not a proven recoverable ceiling
Manitou Incline4.00 mi · 1,929 ft · 170 min · 8,567 ft131 bpm · −1.00%Short, steep exposure; no standalone recovery conclusion
Pikes Peak14.04 mi · 5,581 ft · 502 min · 14,116 ft123 bpm · −1.40% · 20 ppmLow surrounding HRV context; the retired delta does not prove recovery failure
Wheeler Peak8.57 mi · 2,996 ft · 307 min · 13,154 ft123 bpm · +1.20% · 7.3 ppmOne positive whole-route drift value; not a validated fatigue-reveal signal
Current System Model

Performance Is Observed. Recovery Is Context. Return Tests the Interpretation.

Performance

Route, duration, gain, pace, heart rate, exercise load, altitude, environment, metabolic context, symptoms, mechanics, and technical execution.

Recovery Context

Sleep, HRV, resting heart rate, stress, soreness, fatigue, symptoms, and time. No single delta certifies adaptation or readiness.

Return

The next relevant effort can support, refine, or contradict an interpretation while remaining observational rather than proof of one mechanism.

The durable principle retained from the earlier Engine–Governor language is narrower: finishing a difficult effort proves completion, not that the dose was optimal, absorbed, or immediately repeatable.
Current Research Nodes

Connected Evidence

Physiology Record Index

Selected Session Records

The CMS records below preserve individual measurements and historical interpretation. The current one-year audit controls wherever earlier wording conflicts with corrected source columns.

TrailGenic content is educational and observational. Wearable and breath-acetone measurements are field estimates, not clinical tests, medical advice, diagnosis, or treatment.

Pikes Peak Physiology — High-Altitude Performance and Recovery Context

Jul 01, 2026

Elevation Gain: 5581 ft  |  Duration: 8:22  |  Autophagy:

Pikes Peak documented the largest effort in the Western Altitude Block: 14.04 miles, 5,581 feet of gain, 502 minutes, and a 14,116-foot recorded peak. Average heart rate was 123 bpm, maximum heart rate 147 bpm, whole-route drift −1.4%, anaerobic training effect 0, and post-hike breath acetone 20 ppm. HRV, resting heart rate, sleep, and overnight stress described an adverse recovery context over the next two days. They do not prove recovery failure, a separately measured recovery governor, or a causal ceiling mechanism.

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Mount Elbert Physiology — Highest-Altitude Exposure and Recovery Context

Jun 27, 2026

Elevation Gain: 5361 ft  |  Duration: 7:53  |  Autophagy: Deep

Mount Elbert documented TrailGenic’s highest recorded elevation: 14,497 feet across 11.02 miles, 5,361 feet of gain, and 473 minutes. Average heart rate was 127 bpm, maximum heart rate 154 bpm, whole-route drift −1.3%, anaerobic training effect 0, and post-hike breath acetone 22 ppm. Day-1 and day-2 HRV, resting heart rate, sleep, and stress values describe recovery after the effort. They do not validate an altitude ceiling, prove a 48-hour resilience mechanism, or certify full recovery.

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Wheeler Peak Physiology — Positive Whole-Route Drift in Context

Jul 04, 2026

Elevation Gain: 2996 ft  |  Duration: 5:07  |  Autophagy: Deep

Wheeler Peak was the fourth effort in the Western Altitude Block: 8.57 miles, 2,996 feet of gain, 307 minutes, 13,154 feet peak elevation, 123 bpm average heart rate, zero anaerobic training effect, +1.2% whole-route drift, and 7.3 ppm post-hike breath acetone. In the complete 38-hike record, Wheeler is one of six positive-drift hikes; five preceded it. The session does not validate a fatigue-reveal mechanism or prove accumulated recovery debt.

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Mount Baldy Four-Hike Physiology Assessment — From Recovery Rebound to Deep Autophagy Breakthrough

Jun 15, 2026

Elevation Gain: 4646 ft  |  Duration: 5:34  |  Autophagy: Deep

Four consecutive Baldy physiology sessions created a controlled longitudinal assessment of repeated fasted alpine exposure. The block moved from low-strain Ski Hut consolidation to Day-1 recovery absorption, then to lower cardiac cost with Day-2 AUTONOMIC_RESTORED, and finally to the June 13 two-peak Baldy + Harwood full loop with 11.17 mi, 4,646 ft gain, avg HR 125 bpm, HR drift -1.80%, zero anaerobic spillover, and 11.0 ppm end-ketone. The strongest signal is not one hike alone; it is the progression across repeated exposure to the same mountain system.

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San Gorgonio — Physiology Field Record

May 09, 2026

Elevation Gain: 5600 ft  |  Duration: 9:49  |  Autophagy:

San Gorgonio via Vivian Creek on May 9, 2026 produced a high-load firsthand field record: 16.8 miles, 5,600 ft of gain, 9:49 total duration, 11,506 ft peak elevation, average HR 123 bpm, max HR 149 bpm, anaerobic training effect 0.0, and an end breath-ketone reading of 11 ppm. The session began after unusually poor sleep and low HRV, and Day-2 HRV later reached 54 ms. These observations describe workload, recorded cardiovascular behavior, ketone availability, and recovery context. They do not prove deep autophagy, an unconditional engine, recovery overcompensation, or readiness-independent physiology.

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Register Ridge Physiology: The Low-Strain Alpine Engine Generalizes

May 04, 2026

Elevation Gain: 4065 ft  |  Duration: 5:28  |  Autophagy: Deep

Register Ridge produced the strongest efficiency signal in the Baldy dataset to date. Despite taking a steeper and more aggressive approach to the same 10,000-foot summit, the body recorded the lowest average heart rate of any hike in the dataset at 119 bpm, the lowest exercise load at 54, negative heart-rate drift, zero anaerobic spillover, and a deep autophagy response with 8.5 ppm end ketones. This confirms that Baldy adaptation has moved beyond a single familiar route pattern and now generalizes across route variants, terrain demands, altitude exposure, and recovery response.

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Physiology — Little Santa Anita to Mount Wilson

Apr 18, 2026

Elevation Gain: 5010 ft  |  Duration: 6:05  |  Autophagy:

This session shows that the TrailGenic system is no longer producing isolated performance spikes. It is producing repeatable physiological control. Hike 18 combined long-duration workload, deep metabolic output, stable cardiac regulation, and one of the strongest 48-hour recovery arcs in the dataset. Even more important, it did so while starting from the weakest pre-hike autonomic state yet recorded, suggesting the adaptation is becoming structural rather than conditional.

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San Jacinto — Physiology Field Record

Apr 11, 2026

Elevation Gain: 4629 ft  |  Duration: 7:13  |  Autophagy:

San Jacinto via Marion Mountain on April 11, 2026 produced a dense firsthand field record: 12.8 miles, 4,629 ft of gain, 7:13 total duration, 10,849 ft peak elevation, average HR 125 bpm, approximately -0.8% recorded HR drift, anaerobic training effect 0.1, and a peak breath-ketone reading of 22 ppm. Recovery observations included stable Day-1 HRV and a higher Day-2 HRV value. These measurements describe one session and its recovery window. They do not prove autophagy, mitochondrial adaptation, autonomic supercompensation, or a fully validated biological system.

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Mount Baldy Physiology: Altitude Efficiency and Deep Autophagy on a Repeat Route

Mar 30, 2026

Elevation Gain: 3907 ft  |  Duration: 5:10  |  Autophagy: Deep

This repeat Mount Baldy effort produced one of the strongest physiology signals in the current TrailGenic dataset. Despite poor pre-hike sleep, high winds, and a colder early temperature profile, the effort remained aerobically controlled with an average heart rate of 129 bpm, zero meaningful anaerobic spillover, and a final ketone reading of 12.0 ppm. The significance is not just the absolute ketone value, but the context: this was a familiar route, not a novelty stimulus. That suggests the system is no longer relying on novelty or extreme duration to trigger deep substrate switching. Instead, extreme altitude combined with improved efficiency is now enough to drive deep autophagy on its own.

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Mt. Baldy — Ski Hut to Summit and Back (Control Under Altitude)

Mar 22, 2026

Elevation Gain: 4121 ft  |  Duration: 5:27  |  Autophagy: Deep

Key observations: Avg HR: 126 bpm Max HR: 158 bpm Zone 2: ~70% Zone 3: ~14% Anaerobic: 0.0 Duration: 5h 27m Peak elevation: 10,064 ft Despite reduced oxygen availability above 9,000 ft, the system remained highly stable and aerobic-dominant, with minimal drift into higher zones. Ketones increased from 2.6 → 9.0, confirming strong fat oxidation while maintaining controlled cardiovascular output. Compared to lower-elevation efforts: Lower HR Higher Zone 2 dominance → indicates greater metabolic discipline under constraint

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Little Santa Anita to Mount Wilson — Long Duration Fasted Effort

Mar 14, 2026

Elevation Gain: 5049 ft  |  Duration: 6:36  |  Autophagy: Deep

Longest TrailGenic session recorded to date (14.8 mi, 5,049 ft gain, 396 minutes) completed in a fully fasted metabolic state. Cardiac output remained stable with an average HR of 130 bpm and sustained negative HR drift of −5.5%, indicating strong pacing control and improving cardiovascular efficiency. Breath acetone rose from 2.1 ppm at start to 9.1 ppm at completion, confirming deep autophagy activation during prolonged movement. Despite the highest elevation gain yet recorded in the TrailGenic dataset, the engine remained stable with zero anaerobic spillover. Recovery data shows expected physiological strain followed by autonomic stabilization by Day 2.

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Pleasants Peak Attempt — Wind Exposure & Stability Load

Mar 07, 2026

Elevation Gain: 2159 ft  |  Duration: 2:10  |  Autophagy: Mild

Technical ridge hike in the Santa Ana Mountains featuring steep gradient climbing and exposed chaparral terrain. The route included narrow rocky footing and sudden lateral wind gusts along the ridgeline. Total ascent reached 2,159 ft over 4.39 miles with a duration of 2h10m. Heart rate remained highly controlled (134 bpm average) with 91% of the effort sustained in aerobic Zones 2–3 and minimal anaerobic strain. Environmental stress included wind exposure and a temperature ramp from 63°F to 84°F. The hike was intentionally turned around near the ridge push due to increasing lateral gusts that would have made the descent hazardous later in the day.

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Skinsuit Heat Exposure Training

Mar 01, 2026

Elevation Gain: 3235 ft  |  Duration: 4:45  |  Autophagy: Moderate

Sustained aerobic output in 87–97°F heat while fasted. Stable heart rate with no anaerobic creep. Rapid autonomic recovery at summit. Ketones escalated from 2.4 to 5.7 mmol/L, indicating deep glycogen depletion and strong fat oxidation response. Clear cognition maintained throughout. Localized muscular fatigue without systemic stress signs.

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Norco Midweek Activation – Aerobic Density Session

Feb 26, 2026

Elevation Gain: 1319 ft  |  Duration: 1:42  |  Autophagy: No Activation

4.51 mi with 1,319 ft of ascent completed under controlled aerobic load. Average heart rate held at 137 bpm with a max of 156 bpm. Training Effect 3.1 (Base / Low Aerobic) with zero anaerobic contribution confirms mitochondrial-focused stimulus. Run-to-hike structure (21:55 run / 1:15:51 hike) maintained cardiovascular stability and minimized systemic fatigue. Exercise Load 72 with Body Battery impact of -13 indicates sustainable midweek adaptation stress.

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Mount Wilson via Sturtevant (Snow Control Day)

Feb 22, 2026

Elevation Gain: 4501 ft  |  Duration: 6:39  |  Autophagy: Moderate

A cold alpine session demonstrated reduced systemic stress relative to prior high-load exposure while maintaining stable aerobic output. Lower sympathetic activation with sustained fat-oxidation efficiency indicates improving durability and expanding physiological headroom under snow-driven neuromuscular demand. Overall outcome: high-quality aerobic adaptation delivered with minimal systemic fatigue cost.

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Mount Wilson — Sturtevant Trail Fasted Summit

Feb 15, 2026

Elevation Gain: 4770 ft  |  Duration: 6:39  |  Autophagy: Deep

A repeat alpine ascent demonstrated reduced systemic strain under comparable elevation and terrain stress, confirming improved fat-oxidation efficiency and cardiovascular control. Post-exercise recovery integrated cleanly without metabolic disruption, reflecting enhanced mitochondrial function and autonomic stability. Overall outcome: verified adaptation milestone marking durable metabolic resilience and structural efficiency consolidation.

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Mt. Baldy (Ski Hut Route) — Fasted Alpine Effort 2/7

Feb 07, 2026

Elevation Gain: 4121 ft  |  Duration: 5:27  |  Autophagy: Strong

Repeated fasted alpine efforts were absorbed with stable cardiovascular control and preserved metabolic flexibility, indicating durable efficiency rather than accumulating strain. Recovery remained bounded and predictable, allowing altitude stress to resolve cleanly without systemic debt. Overall outcome: consolidated engine stability supporting repeatable, longevity-oriented adaptation.

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Mount Baldy (1/31/2026)

Jan 31, 2026

Elevation Gain: 4042 ft  |  Duration: 5:24  |  Autophagy: Strong

An alpine effort under cold, icy terrain and degraded pre-hike readiness demonstrated stable cardiovascular control without excess systemic strain. Relative load at comparable elevation reflected reduced physiological cost, indicating improved substrate efficiency and durable adaptation. Overall outcome: consolidated alpine resilience with maintained metabolic flexibility under suboptimal conditions.

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Baldy Physiology — Efficiency Consolidation Under Repeated Alpine Stress

Jan 26, 2026

Elevation Gain: 3996 ft  |  Duration: 5:41  |  Autophagy: Strong

A cold, technical alpine effort demonstrated efficiency-driven control rather than capacity expansion under challenging terrain conditions. Cardiovascular stability and preserved metabolic flexibility indicate sustained substrate control without excessive systemic strain. Overall outcome: efficiency-maintenance stimulus supporting consolidation and bounded longevity adaptation.

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Bright Angel — Stress Inversion Physiology Session

Jan 20, 2026

Elevation Gain: 4577 ft  |  Duration: 8:40  |  Autophagy: Strong

An inverted stress sequence—eccentric load preceding sustained ascent—tested durability under altered effort order. Despite pre-fatigued musculature, cardiovascular control and metabolic stability were preserved, indicating improved decoupling between local fatigue and aerobic output. Overall outcome: resilient adaptation with sustained autophagy activation and durability independent of stress sequencing.

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Mount Baldy — Icy Alpine Control Session

Jan 17, 2026

Elevation Gain: 4078 ft  |  Duration: 345  |  Autophagy: Moderate

A repeat alpine effort demonstrated a shift from stress-driven adaptation to efficiency-driven control under comparable terrain load. Reduced physiological cost and stable metabolic response indicate improving cardiovascular economy rather than peak stress activation. Overall outcome: consolidation phase marked by durable cardiac control, refined movement efficiency, and sustained longevity adaptation.

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Skinsuit — Clay Terrain Neuromuscular Test (Electrolyte Pre-Dose Trial)

Jan 03, 2026

Elevation Gain: 2224 ft  |  Duration: 2:39  |  Autophagy: Mild

A short clay-terrain session assessed neuromuscular stability under early steep load with and without electrolyte support. Electrolyte intake improved coordination and mechanical efficiency on wet footing, reinforcing stability under traction stress. Overall outcome: targeted neuromuscular conditioning stimulus delivered with controlled duration and minimal fatigue accumulation.

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Skinsuit to Pleasant’s Peak — Wet Clay Contrast Session

Dec 27, 2025

Elevation Gain: 3474 ft  |  Duration: 4:24  |  Autophagy: Mild

A fasted aerobic session on wet-clay terrain reinforced engine stability and movement economy under technical footing. The effort emphasized controlled cardiovascular output over metabolic depletion, producing moderate strain without deep autophagy activation. Overall outcome: durability-building stimulus supporting aerobic capacity expansion and efficient stress absorption.

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Mount Baldy — Windchill, Negative HR Drift, and Aerobic Engine Stability

Dec 20, 2025

Elevation Gain: 4098 ft  |  Duration: 5:17  |  Autophagy: Strong

A long-duration alpine effort under wind exposure and technical terrain confirmed stable aerobic control without fatigue accumulation. Environmental stress increased demand while preserving cardiovascular efficiency and preventing anaerobic spillover. Overall outcome: consolidated altitude adaptation with sustained autophagy activation and resilient engine performance under extended load.

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Mount Baldy Physiology — Winter Stability & Consolidation

Dec 14, 2025

Elevation Gain: 4081 ft  |  Duration: 6:09  |  Autophagy: Strong

Sustained autophagy activation occurred under efficient cardiovascular load, reflecting improved metabolic economy in stable winter conditions. Calm wind and compact snow reduced environmental variability, allowing the effort to register as consolidation rather than peak stress. Overall outcome: resilient engine stability with continued altitude adaptation and durable recovery integration.

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Ski Hut to Baldy to Manker's Flat Loop Winter 2025

Dec 06, 2025

Elevation Gain: 4249 ft  |  Duration: 6:37  |  Autophagy: Deep

Deep autophagy activation occurred under controlled cardiac load, supported by stable energy utilization in cold aerobic conditions. Technical snow and exposed ridgeline terrain maintained mechanical demand without destabilizing substrate efficiency. Overall outcome: efficient stress integration with strong mitochondrial activation and durable metabolic adaptation.

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Ski Hut to Mount Baldy

Nov 30, 2025

Elevation Gain: 4058 ft  |  Duration: 5:56  |  Autophagy: Deep

A prolonged fasted ascent to ~10,000 ft under freezing conditions generated a strong hypoxic stress response with significant ketone elevation at altitude. Snowpack and traction demands shifted the effort toward power-driven climbing, amplifying metabolic load beyond tempo efficiency. Overall outcome: high-elevation stress integration with deep autophagy activation and strong mitochondrial adaptation.

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