What a BiomeLogic mechanistic report looks like
Three fictional samples — Standard, Deep Dive, and Lab Interpretation Review — showing the structure, depth, and uncertainty handling of the written deliverable. All cases and findings are synthetic.
Educational mechanistic analysis only. Not medical diagnosis, treatment, prescription, or a substitute for licensed clinical care. For urgent abnormalities, contact your clinician.
Post-prandial gut–immune reactivity with secondary energy-axis strain. Fluctuating tolerance to identical foods across days.
This is a fictional educational sample created to show the structure of a BiomeLogic mechanistic analysis. It is not based on a real client and is not medical advice.
- Pseudonym
- Case A
- Age range
- Mid-30s
- Presenting
- Two years of post-meal bloating, intermittent flushing after fermented foods, and afternoon fatigue.
- History
- Prior workups across gastroenterology and allergy/immunology returned non-specific findings. Trials of low-FODMAP and antihistamines produced partial relief that did not persist.
- Gut barrier & motilityStrained
Variable transit, post-meal distention.
- Mast-cell reactivityStrained
Threshold-lowering pattern, not first-line activation.
- Energy / mitochondrial reserveStrained
Post-prandial fatigue out of proportion to meal size.
- Autonomic regulationUncertain
Orthostatic features not formally characterized.
- Microbiome compositionUncertain
No recent stool-based profile available.
- upstreamRecurrent luminal disturbance
Likely contributor to barrier perturbation; mechanism not fully characterized.
- midstreamBarrier perturbation
Sustained low-grade barrier strain proposed as a permissive factor.
- midstreamMast-cell threshold lowering
Working hypothesis: barrier signal lowers degranulation threshold.
- downstreamPost-prandial fatigue
Energy axis appears reactive to upstream load, not the primary lesion.
Within the Host Capacity Model, the picture reads as reduced post-prandial buffering capacity rather than a primary mast-cell or motility disorder. Capacity returns between exposures, which is consistent with strain rather than depletion.
- Primary motility disorder
Bloating and post-meal symptoms driven by motility, with immune features secondary.
For: Post-meal timing, distention pattern.Against: Reactivity tracks with food class, not meal volume alone. - Primary mast-cell activation pattern
Threshold-lowered mast-cell activation as the leading mechanism.
For: Flushing, partial antihistamine response.Against: Reactivity is intermittent and food-class linked, not constitutive. - Autonomic-led pattern
Autonomic dysregulation drives gut symptoms downstream.
For: Afternoon fatigue, possible orthostatic features.Against: Autonomic features have not been formally characterized.
- Is the gut driving the immune pattern, or vice versa?Side A · Barrier perturbation lowers mast-cell threshold (gut → immune).Side B · Underlying mast-cell pattern destabilizes barrier (immune → gut).
Current reading: Working interpretation favors gut → immune given partial response to dietary structure changes; remains a hypothesis.
- Inflammation baselinehs-CRP · ferritin · ESR
Markers within reference but trending toward upper-normal; consistent with low-grade strain, not active inflammation.
Repeat during a symptomatic window for context.
- Iron / energyferritin · transferrin saturation · B12 · homocysteine
Suggests adequate substrate but reduced flexibility; not a primary deficiency picture.
Consider repeat fasting after standardized intake.
| ID | Hypothesis | Tier | Supporting | Gaps |
|---|---|---|---|---|
| H1 | Sustained barrier perturbation contributes to mast-cell threshold lowering. | working | Food-class linked reactivity; Partial antihistamine response; Post-meal timing | No barrier-relevant panel; No symptom-window tryptase |
| H2 | Energy-axis strain is downstream amplification, not the primary lesion. | exploratory | Post-meal fatigue exceeds meal load | No standardized energy-axis assessment |
| Claim | Tier | Notes |
|---|---|---|
| Mast-cell threshold lowering is a working mechanism. | working | Supported by symptom shape; not formally measured. |
| Motility disorder is the primary driver. | exploratory | Some features fit, others do not. |
| Autonomic axis is centrally involved. | exploratory | Insufficient data to evaluate. |
- It does not establish a diagnosis.
- It does not establish causation between any single mechanism and symptom intensity.
- It does not predict an individual response to any intervention.
- Would a structured 14-day food-symptom log change the picture?
- Is there value in repeating tryptase / histamine during a symptomatic window?
- Would a basic autonomic assessment clarify the orthostatic signal?
- Timing of any motility study relative to symptom windows.
- Whether a stool-based profile is appropriate before further dietary structure changes.
- Coordination between GI and allergy/immunology to avoid duplicated workups.
- Re-baselining inflammation markers during a symptomatic window often clarifies whether strain is constant or episodic.
- A standardized barrier-relevant panel can help separate motility-led from immune-led readings.
- Educational mechanistic synthesis only — not diagnosis or care.
- Hypotheses are interpretive and revisable as new data arrives.
- Individual variation applies; this analysis does not predict outcomes.
If this is the kind of interpretive structure you are looking for, begin with Gate 1.
Common questions about the sample
- Is the sample based on a real client?
- No. All cases, names, ages, labs, and findings are fictional. The sample illustrates the structure of a BiomeLogic mechanistic analysis, not any individual.
- Is this medical advice?
- No. BiomeLogic produces educational mechanistic analysis. It does not diagnose, treat, prescribe, or replace licensed clinical care.
- Will my report look exactly like this?
- The structure will be similar. Length, depth, and the specific axes covered depend on the complexity of your case and the data you submit.
- Can I bring the report to my clinician?
- Yes — the written summary is designed to be clinician-readable. Care-team discussion points are included for that purpose.
- What if my case is less complex?
- Less complex cases produce shorter, more focused reports. The hypothesis tiers and scope limitations are kept whether the case is large or small.
- What if my labs are incomplete?
- Reports explicitly note where data is insufficient. Educational next-test logic is included so you can discuss priorities with your clinician.
- What is the difference between this and a functional medicine protocol?
- BiomeLogic does not produce protocols. The deliverable is interpretive: a mechanistic synthesis you can use to think more clearly with your clinical team.
- Educational systems-biology consulting · Not diagnosis
- Not diagnosis or treatment
- Works alongside your licensed care team
- Written mechanistic summary
- Fictional sample report available
- No files required for Gate 1
For full provenance, see the Framework Audit, Counterargument Library, and Claim Ledger.