Educational guide

The Lab Pattern Misinterpretation Map

Why low butyrate producers, Proteobacteria expansion, OAT metabolites, and SIBO breath gas are commonly over-read — and how to bring better questions to your clinician.

Who it is for

People with stool, microbiome, OAT, or SIBO breath-test results who want a systems-biology lens before acting on them.

What it is not

Not diagnosis, treatment, supplement guidance, or interpretation of any individual case.

What the guide covers
  • Why low butyrate producers are not the whole story
  • Why stool is not the small intestine
  • Why breath gas is not geography
  • Why OAT metabolites are not anatomical maps
  • Why lab results require timeline and clinical context
  • What to discuss with licensed clinicians

Educational use only. Biomelogic is an educational mechanistic-reasoning service. Nothing here is medical advice, diagnosis, prescription, or a substitute for licensed clinical care. Privacy: we use your email only to send the guide and occasional related educational notes. Unsubscribe anytime.