Test Don’t Guess · In Practice

What Functional Testing Actually Finds

Six anonymised clinical cases. In each one, standard investigation had already been done and declared normal. In each one, functional testing found something specific, actionable, and clinically significant. This is what the methodology looks like when applied to real people.

All names changed. Identifying details altered. Clinical findings and outcomes are accurate.
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Blood Chemistry Thyroid Autoimmune
Sarah, 42 — “Your Tests Are Normal”
Fatigue · weight gain · brain fog · cold intolerance · constipation · offered antidepressants
Resolved
without medication
GP blood panel — all “normal”
TSH 3.2 mIU/L · Haemoglobin 125 g/L · Ferritin 45 µg/L · Suggestion: antidepressants for “low mood”
Blood Chemistry — Full Thyroid
TSH 3.2 — functionally elevated (optimal 1.0–2.0) · Free T3 3.8 pmol/L — low (optimal 5.0–6.5) · Reverse T3 28 ng/dL — high (optimal <15) · TPO antibodies 180 IU/mL — Hashimoto’s confirmed
Blood Chemistry — Nutrients
Ferritin 45 — functionally low (optimal 70–150) · Vitamin D 38 nmol/L — insufficient (optimal 100–150) · B12 280 pmol/L — suboptimal (optimal 500–900) · hsCRP 2.8 — elevated inflammation

Sarah had Hashimoto’s thyroiditis with impaired T4→T3 conversion, driven by autoimmune inflammation and multiple nutrient deficiencies. Her TSH sat within the standard reference range — which extends to 4.5 mIU/L — but was almost three times the functional optimal. The GP had no visibility of the antibodies, the conversion problem, or the nutrient deficiencies because none of them were on the standard panel.

Outcome — 3 months
Protocol: gluten elimination (Hashimoto’s trigger), iron bisglycinate, vitamin D loading dose, B12 repletion, gut healing to reduce antibody burden, stress management to improve T4→T3 conversion. Energy returned, weight normalised, brain fog cleared. Without thyroid medication.
Blood Chemistry Metabolic Insulin Resistance
James, 54 — The Metabolic Time Bomb
Annual check-up · told to “watch his diet” · no specific concerns raised
Intervened
5 years early
GP annual check-up — “broadly normal”
Fasting glucose 5.4 mmol/L — normal · Total cholesterol 5.8 mmol/L — slightly elevated · Advice: watch diet
Blood Chemistry — Metabolic
Fasting insulin 18 mIU/L — high (optimal 3–8) · HOMA-IR 4.3 — significant insulin resistance · HbA1c 5.7% — prediabetic · Triglycerides 2.4 mmol/L — elevated · TG:HDL ratio 2.7 — atherogenic pattern
Blood Chemistry — Liver & Inflammation
ALT 48 · GGT 65 — fatty liver pattern · hsCRP 3.4 mg/L — significant inflammation · Uric acid — elevated (metabolic syndrome marker)

James’s glucose appeared normal because his pancreas was producing four times the optimal amount of insulin to maintain it. That compensatory hyperinsulinaemia is invisible on a fasting glucose test. He was 3–5 years from a type 2 diabetes diagnosis, had established fatty liver, and the atherogenic lipid pattern that doesn’t show on a total cholesterol number. The standard panel had looked at the consequence of insulin (glucose) rather than the insulin itself.

Outcome — 6 months
Dietary carbohydrate reduction (particularly liquid fructose), structured resistance training three times weekly, intermittent fasting protocol. HOMA-IR fell from 4.3 to 1.4. HbA1c normalised. GGT returned to optimal. Lost 9kg without caloric restriction as the primary intervention.
DUTCH Plus GI-MAP Blood Chemistry OAT
Margaret, 54 — The Exhausted Executive
Profound fatigue · brain fog · 15kg weight gain · insomnia · bloating · palpitations · told “probably just stress”
Score: 3.9→6.8
in 6 months
GP panel (TSH, CBC, basic metabolic) — “all normal”
TSH 3.1 mIU/L — “normal” · Told: probably stress · No further investigation
DUTCH Plus — Hormones
Flat cortisol pattern (low all day) · Blunted CAR 42% vs optimal 75%+ · Low DHEA-S · Elevated oestrogen metabolites · Poor 2-MeOE1 clearance via gut recirculation
GI-MAP — Gut
H. pylori positive (CagA virulence factor) · Low Lactobacillus/Bifido · Elevated beta-glucuronidase (oestrogen recirculation) · Low elastase 285 · Elevated zonulin
Blood Chemistry
HOMA-IR 3.2 · Low ferritin 32 · Vitamin D 48 nmol/L · hsCRP 4.2 · TSH 3.1 with low Free T3 · Elevated Reverse T3 — thyroid conversion blocked
OAT — Cellular
Elevated Krebs cycle intermediates · High pyroglutamate (glutathione depletion) · Elevated arabinose (yeast overgrowth)

The integration insight: H. pylori was the root driver. It was suppressing stomach acid (explaining the low ferritin and bloating), contributing to gut permeability, and allowing yeast to establish. The elevated beta-glucuronidase explained why oestrogen was accumulating despite age-related decline — gut bacteria were deconjugating it and returning it to circulation. The chronic HPA dysregulation was blocking thyroid conversion, explaining why her TSH looked “normal” while her cells were starved of active T3. No single test showed this. All five together made it legible.

Outcome — 6 months
H. pylori eradicated (triple therapy) · Gut restored over months 2–5 · HPA axis supported (adaptogens, sleep protocol) · Oestrogen clearance addressed (calcium-D-glucarate, DIM) · Thyroid conversion improved (selenium, zinc). Energy 7/10 from 2/10. Lost 8kg without dieting. Brain fog resolved. Sleeping through the night.
DUTCH Plus Perimenopause Blood Chemistry
Catherine, 47 — The Perimenopausal Solicitor
Sleep disruption · night sweats · midline weight gain · mental fog · anxiety · heavy irregular periods · offered antidepressants
Targeted
intervention
GP offer — antidepressants and reassurance
“Perimenopause is just something women go through” · No hormonal metabolite testing · No oestrogen pathway analysis
Oestrogen Metabolism
Oestrogen metabolites strongly favouring 4-hydroxy pathway over protective 2-hydroxy pathway · Elevated oxidative stress markers · Increased long-term cancer risk profile — invisible on standard oestrogen blood test
Progesterone & Cortisol
Progesterone metabolites profoundly low — virtually no ovulation in recent cycles · Cortisol elevated at night (driving insomnia and night sweats) · Morning cortisol blunted

Catherine’s anxiety and sleep disruption were directly attributable to progesterone deficiency — progesterone is the brain’s primary calming neurosteroid. Her oestrogen metabolite pattern, invisible on a standard oestrogen blood test, pointed toward a specific methylation and detoxification support need rather than just HRT. Two women with identical blood oestrogen levels can have completely different risk profiles depending on how that oestrogen is metabolised. This is why the DUTCH Plus exists.

Outcome
Bioidentical progesterone to support sleep and reduce anxiety · Targeted methylation support (folate, B12, B6) · DIM and calcium-D-glucarate to shift oestrogen metabolism toward the protective 2-hydroxy pathway · Cortisol pattern addressed through sleep protocol and adaptogens. Sleep quality and anxiety substantially improved within 8 weeks.
OAT Blood Chemistry Heavy Metals
David, 53 — The Hidden Toxic Burden
Vague fatigue · word-finding problems · poor short-term memory · moving muscle aches · mood instability · seen neurology, rheumatology, psychiatry — nothing found
Root cause
identified
Multiple specialist referrals — “nothing wrong”
Neurology: clear · Rheumatology: no autoimmune condition · Psychiatry: antidepressants offered (no benefit) · NHS bloods: consistently normal

Twenty years in printing (solvent exposure). Amalgam fillings placed in his twenties. Victorian house with original pipework. Regular consumption of his own angling catch (potential mercury accumulation from large freshwater fish). None of this was asked about in any specialist consultation.

Blood Chemistry
Borderline low RBC magnesium · Mildly elevated GGT (liver stress under toxic burden) · Elevated homocysteine · Low glutathione markers indicating oxidative stress
OAT — Cellular Markers
Significantly elevated pyroglutamic acid — profound glutathione depletion · Elevated hippuric acid (solvent exposure/impaired clearance) · Elevated mitochondrial dysfunction markers

The OAT revealed that David’s cells were under severe oxidative assault with depleted antioxidant defences — a picture consistent with sustained toxic exposure. Provoked urine metal testing (DMSA challenge) subsequently confirmed significant retention of metals consistent with his occupational and dietary history. Standard blood metal testing had been negative precisely because metals are stored in tissue, not serum.

Outcome
Glutathione support (NAC, glycine, liposomal glutathione) · Mitochondrial support protocol · Gentle chelation support under supervision · Removal of ongoing exposure sources. Cognitive symptoms improved significantly over 6 months as toxic burden cleared and mitochondrial function recovered.
GI-MAP SIBO Motility
Mark, 42 — The SIBO That Kept Returning
Years of bloating · irregular bowels · treated SIBO twice with online protocols · symptoms returned worse each time
18 months
symptom-free
Self-directed protocols — partial then worsening
Breath test: hydrogen-dominant SIBO positive · Protocol: oregano oil and berberine 6 weeks · Initial improvement, then return worse than baseline · Probiotics started immediately post-antimicrobials
GI-MAP — Microbial
Elevated Klebsiella and Citrobacter (opportunistic) · Low Lactobacillus and Bifidobacterium · Low secretory IgA · Borderline low elastase · No biofilm disruptors used in previous protocols
Clinical Picture
Motility assessment: migrating motor complex impaired · Low stomach acid markers · Betaine HCl trial confirmed hypochlorhydria · This was the upstream driver previous protocols never addressed

Mark had treated the overgrowth twice without addressing why it kept re-establishing. The impaired migrating motor complex — the interdigestive “housekeeping wave” that clears the small intestine between meals — was allowing bacteria to accumulate faster than antimicrobials could clear them. Low stomach acid was failing to sterilise incoming food adequately. And starting probiotics immediately post-antimicrobials had fed the residual overgrowth rather than restoring the commensal ecology.

Outcome — 18 months
Phase 1: Biofilm disruptors (2 weeks), then antimicrobials with prokinetic support and Betaine HCl · Phase 2: 3-week washout, then spore-based probiotics first · Phase 3: Gradual prebiotic introduction · Phase 4: Gut repair nutrients · Prokinetics continued 6 months. Repeat breath test at 10 weeks: SIBO cleared. Eighteen months later: diverse diet, symptom-free.

Recognise yourself in any of these?

The patterns are different. The diagnostic gap is the same: standard investigation looked at the wrong markers, at too few markers, or interpreted normal ranges as optimal health. A 20-minute discovery call establishes whether functional testing is the right next step for your picture.

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