Theory

Reverse Engineering Symptoms

The same symptom can mean opposite things.

The Problem with Symptom-Based Supplementation

Fatigue? Must be low iron. Take iron. Anxiety? Must be low magnesium. Take magnesium.

But symptoms don't map 1:1 to deficiencies. The same symptom can indicate deficiency, excess, or something else entirely. Guessing based on symptoms often makes things worse.

Same Symptom, Opposite Causes

Fatigue
Could mean LOW:

Low iron (can't carry oxygen)

Could mean HIGH:

Iron overload (oxidative damage)

Anxiety
Could mean LOW:

Low magnesium (nervous system excitability)

Could mean HIGH:

Excess methylation (overstimulation)

Brain fog
Could mean LOW:

Low B12 (neurological function)

Could mean HIGH:

B12 toxicity (paradoxical deficiency)

Insomnia
Could mean LOW:

Low magnesium (can't relax)

Could mean HIGH:

Excess methylation (racing mind)

Muscle cramps
Could mean LOW:

Low potassium or magnesium

Could mean HIGH:

Electrolyte imbalance from excess supplementation

The Stacking Problem

It gets worse. Nutrients interact. Taking one affects the absorption and utilization of others. Zinc competes with copper. Iron blocks zinc. Calcium interferes with magnesium. Vitamin D depletes vitamin A.

Taking multiple supplements based on multiple symptoms can create new imbalances that produce new symptoms, which lead to more supplements, which create more imbalances...

This is how people end up taking 20 supplements and feeling worse than when they started.

The Reverse Engineering Approach

1
Map the symptom pattern
Not just one symptom, but the constellation. What comes together?
2
Identify the bottleneck
Which system, when fixed, would resolve multiple symptoms?
3
Consider both directions
Could this be deficiency OR excess? How would you tell?
4
Test, don't guess
When possible, measure. When not, trial carefully and observe
5
Track interactions
What else changes when you change one thing?

Symptoms are clues, not diagnoses. They point toward metabolic bottlenecks and nutrient interactions, not isolated deficiencies.

Understanding the system matters more than chasing individual symptoms. Otherwise you're playing whack-a-mole with your biology.

Reverse Engineering Symptoms Discussion