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← AkashicNETAkashicNET × r/NeuronsToNirvana · 13 November 2026

Mitochondrial Psychobiology

The Energy Cost of Stress

What lab studies measured, why the mile comparison remains open and what could be pooled.

Sawai et al. (2007) 44 participants · task phase

≈5 kcal
Illustrative excess above rest during 15 minutes of mental arithmetic for a 66.9 kg person, the study’s mean body mass. Calculated from rounded group means. Recovery is outside this estimate.

Primary Study ↗

DISCERN

Three Claims, Three Measurements

Mitochondria Shape Stress Physiology

Picard’s group found that genetic alterations affecting mitochondrial function changed how mice responded to restraint. Some altered strains had larger corticosterone responses and another had a blunted response. This gives causal evidence in that animal model. A separate experiment found roughly 60% higher energy expenditure in cultured human fibroblasts exposed to glucocorticoids over time. The cell result concerns a prolonged laboratory exposure.

Mouse Experiment ↗Cell Experiment ↗

Laboratory Stress Can Raise Metabolic Rate

Several adult experiments observed increased oxygen uptake during a challenge relative to rest. In the cycling calibration studies, cardiovascular activity rose more than expected from the oxygen uptake measured during stress. Pulse and perceived intensity cannot substitute for calorimetry. Rest comparisons also include the metabolic cost of doing the task.

2022 Review ↗Stress and Cycling ↗

The Mile Comparison Remains Unverified

Daniel Tawfik supplied the mile comparison. Martin Picard’s quote-post highlighted mitochondrial involvement in the stress response. Hall and colleagues measured about 481 kJ (~115 kcal) during a 1,600 m treadmill run, in a different cohort and protocol. Sawai’s task-only calculation above uses an excess over rest and excludes recovery. The studies therefore do not provide a like-for-like comparison. The running value is a benchmark for planning a study, not an estimate of the difference.

Picard’s Post ↗Tawfik’s Post ↗Running Study ↗

DEEPEN

Human Study Extraction

The 2022 narrative review supplied seven seed reports. Its often-quoted range of approximately 9–67% combines estimates from different tasks and includes oxygen uptake as a proxy. The primary Seematter papers report smaller baseline-condition percentages than the review’s combined 39–45% summary. The discrepancy remains unresolved, so the extraction uses the primary values wherever available.

Seed reports · measures, results and extraction status
StudyMeasure and ComparisonResultPooling Readiness
Carroll, Turner & Hellawell (1986) ↗24 young menOxygen uptake
Arithmetic and Raven’s matrices at three difficulty levels, plus cycling calibration
The review reports up to +9% for matrices and about +13% for arithmetic.Abstract and review checked. Recover the task-level means and paired uncertainty.
Sawai et al. (2007) ↗44 male studentsOxygen-derived kcal/min/kg
15 min serial subtraction vs seated rest
0.018 → 0.023 kcal/min/kg, approximately +28% from rounded means.Full text checked. Phase-level paired uncertainty needs recovery.
Carroll, Phillips & Balanos (2009) ↗24 participantsOxygen uptake
8 min paced arithmetic vs rest, plus graded cycling
Oxygen uptake rose modestly during the task while cardiac output rose substantially.Author manuscript checked. Time-series figure available. Recover the paired phase summary.
Balanos et al. (2010) ↗22 young menOxygen uptake
8 min paced arithmetic vs rest, plus graded cycling
Cardiac output rose more than expected from contemporaneous oxygen uptake.Author manuscript checked. Figure 2 shows group means and standard errors by minute. Paired phase uncertainty is unresolved.
Delarue et al. (2003) ↗7 volunteersIndirect calorimetry
30 min arithmetic and Stroop vs rest before supplementation
The primary abstract confirms an increase. The review reports approximately +67%.Primary abstract checked. Verify the percentage, its time window and paired uncertainty in the full report.
Seematter et al. (2002) ↗10 and 8 healthy women in two protocol groupsOxygen uptake
15 min arithmetic and Stroop vs rest under isocaloric feeding
+22% and +19%, each with a reported SEM of 3 percentage points.Full text checked. Directly usable for the within-paper demonstration, conditional on group independence.
Seematter et al. (2000) ↗11 lean and 8 obese womenOxygen uptake
Mental stress vs rest during an insulin clamp
Approximately +20% and +21% in the respective groups.Primary abstract and indexed results checked. Clamp-specific outcome. Paired uncertainty unresolved.
Additional Reports and Comparator Leads
  • Carroll, Turner & Prasad (1986) · Difficulty levels within the same arithmetic task. Recover the paired oxygen-uptake contrasts and check cohort overlap. Source ↗
  • Carroll & Turner (1987) · Arithmetic, video game and graded isometric exercise. Review the task and comparator data. Source ↗
  • Sims & Carroll (1990) · Arithmetic and video games in young men. Recover phase-level oxygen uptake and paired variance. Source ↗
  • Seywert et al. (2002) · Seven women under hyperinsulinaemia. Energy expenditure rose 12.3% before training and 12.6% afterwards in the same participants. Candidate for a clamp-specific analysis. Source ↗
  • Sawai et al. (2020) · Breakfast crossover. Figure 4 shows task-minus-rest change. Resolve figure-caption SEM versus methods SD wording and verify the contrast window. Source ↗
  • Chaput & Tremblay (2007) · Ordinary reading and writing had a small energy cost in a seated task. Useful context for distinguishing mental work from stress induction. Source ↗

SYNTHESISE

What the Numbers Allow

Whole-Body Energy Expenditure

Sawai’s oxygen-derived rate difference is 0.005 kcal/min/kg. Multiplying by 15 minutes and the reported mean body mass of 66.9 kg gives about 5.0 kcal above rest for that illustrative participant. The multiplication uses rounded group means, so it does not recover the sample mean of individual excess calories or its uncertainty.

Sawai Methods and Results ↗

Within-Paper Oxygen Uptake Summary

Combining Seematter’s two isocaloric protocol groups with inverse-variance weights gives +20.5% oxygen uptake (approximate 95% interval +16.3% to +24.7%). Both groups have SEM 3 percentage points, yielding a combined SEM of 2.12. This normal-approximation calculation assumes independent groups and a shared underlying effect. It is an exploratory estimate from a single paper with 18 women across the two groups.

Seematter Primary Results ↗

Cross-Study Pooling Pending

The accessible records did not yield enough independent, comparable adult energy-expenditure contrasts with recoverable paired variances to support a cross-study pooled result. The positive lab signal is informative. A single summary would currently mix different outcome units, conditions and controls.

Meta-Analysis Protocol

  1. Define the contrast. Include adult within-person or controlled experiments using whole-body calorimetry during an acute psychological stress task. Use a matched non-stress task as the primary comparator. Analyse rest-only comparisons as a secondary estimand.
  2. Extract matched windows. Record task, timing, participant movement, VO₂ and VCO₂ where available, energy rate, sample sizes, arm means and SDs, paired change SDs or exact tests and recovery windows. Record diet, medication, clamp and co-stressor conditions. Retain one study ID across multiple conditions and papers until cohort overlap is checked.
  3. Estimate like-for-like effects. Use the log ratio of task and comparator mean energy rates, with variance reflecting within-person covariance. Transform back to percent change. Extract kcal above baseline across task and recovery where time series permit. Model VO₂ separately. Recover paired variances from reported changes or exact paired tests before considering correlation sensitivity analyses.
  4. Assess stability. If comparable independent studies support pooling, use a random-effects model with small-sample uncertainty and check sensitivity to task intensity, rest controls, estimated variances and leave-one-study-out exclusions. With sparse data, show individual estimates and their uncertainties. Inspect fixed ordering, task speech and movement, ventilation artefacts and participant selection.
  5. Test the mile comparison directly. Randomise the order of a stress task, a matched non-stress task and a one-mile run in the same participants. Estimate excess energy during each task plus a common pre-specified recovery interval, and report the paired difference with uncertainty. Compare rates separately from totals.

Sandbox Source Audit

Screened the names, roles, descriptions and relevance notes of all 158 Source Atlas entries across 11 categories (v0.2, directory updated 9 November 2026). Broad biomedical, neuroscience, metabolism, physiology and stress terms flagged 11 entries. The narrower mitochondrial, allostatic-load and calorimetry terminology produced no direct catalogue matches. Indexed papers were then traced through the relevant discovery routes and citation lists. The catalogue screen measures coverage of source families, while the extraction table records the papers actually checked.

S022 · Crossref / CrossmarkS023 · PubMed / PMCS035 · Nature / SpringerS037 · Elsevier / ScienceDirectS043 · Wiley

Search Scope and Broad Catalogue Matches

Broad keyword hits: S007, S023, S028, S036, S058, S091, S130, S133, S135, S138 and S139. Core terms for the study search included psychological stress, mental arithmetic, Stroop, oxygen consumption, indirect calorimetry and energy expenditure. The review supplied the seven seed reports. Citation chasing and targeted searches supplied the additional leads. Screening and extraction were single-pass and await independent verification.

Earlier AkashicNET and N2N Research

The earlier work considered mitochondrial signalling, interoception and the biological conditions that support experience. The present result gives that conversation a narrower physiological question. It leaves the role of mitochondria in producing or shaping conscious experience open.

Boundless Awareness ↗Multiscale Consciousness ↗N2N Mitochondria Deep Dive ↗N2N Mitoception Archive ↗EXPAND² Method ↗