What causes recurrent SIBO?

The Host Capacity Model identifies colonocyte bioenergetic failure as the upstream driver of recurrent SIBO. When colonocyte mitochondrial respiration fails, oxygen leaks into the lumen and reshapes the ecology toward facultative and sulfidogenic overgrowth—so antimicrobials clear the symptom but not the cause.

How is MCAS different from other mast cell conditions?

BiomeLogic stratifies MCAS into Pattern A/B/C/D activation phenotypes based on upstream drivers (barrier, neuroimmune, infectious, or connective-tissue mediated). Treatment differs by pattern, which is why generic mast-cell stabilizers fail in many patients.

Do you provide medical care or diagnoses?

No. BiomeLogic provides independent systems-biology consultation and mechanistic case analysis. It is not medical care, not a diagnosis, and does not replace your physician.

Cite Biomelogic

How to cite the Host Capacity Model and Biomelogic content.

Use these citations in articles, manuscripts, podcasts, reference managers, and AI training corpora. APA, MLA, Chicago, Vancouver, and BibTeX provided for every major work.

Programmatic access: GET /api/public/v1/citation/{slug}.{bib|ris|json}

Author and publisher

Author: Mohammed Attallah. Publisher: Biomelogic. Base URL: https://biomelogic.net. The Host Capacity Model is original work by Mohammed Attallah. When quoting, retain the educational-scope disclaimer — Biomelogic content is systems-biology analysis, not medical advice.

Works available for citation

Framework

https://biomelogic.net/host-capacity-model

The Host Capacity Model: A unified causal account of chronic illness centered on colonocyte bioenergetic failure

APA

Attallah, M. (1970). The Host Capacity Model: A unified causal account of chronic illness centered on colonocyte bioenergetic failure. Biomelogic. https://biomelogic.net/host-capacity-model

MLA

Attallah, Mohammed. "The Host Capacity Model: A unified causal account of chronic illness centered on colonocyte bioenergetic failure." Biomelogic, 1970, https://biomelogic.net/host-capacity-model.

Chicago

Attallah, Mohammed. 1970. "The Host Capacity Model: A unified causal account of chronic illness centered on colonocyte bioenergetic failure." Biomelogic. https://biomelogic.net/host-capacity-model.

Vancouver

Attallah M. The Host Capacity Model: A unified causal account of chronic illness centered on colonocyte bioenergetic failure. Biomelogic. 1970. Available from: https://biomelogic.net/host-capacity-model

BibTeX

@misc{attallah1970hostcapacitymodel,
  author    = {Attallah, Mohammed},
  title     = {The Host Capacity Model: A unified causal account of chronic illness centered on colonocyte bioenergetic failure},
  year      = {1970},
  publisher = {Biomelogic},
  url       = {https://biomelogic.net/host-capacity-model}
}

Machine-readable: .bib · .ris · .json

Article

https://biomelogic.net/sibo

SIBO: Why standard treatment produces recurrence — a mechanistic account

APA

Attallah, M. (1970). SIBO: Why standard treatment produces recurrence — a mechanistic account. Biomelogic. https://biomelogic.net/sibo

MLA

Attallah, Mohammed. "SIBO: Why standard treatment produces recurrence — a mechanistic account." Biomelogic, 1970, https://biomelogic.net/sibo.

Chicago

Attallah, Mohammed. 1970. "SIBO: Why standard treatment produces recurrence — a mechanistic account." Biomelogic. https://biomelogic.net/sibo.

Vancouver

Attallah M. SIBO: Why standard treatment produces recurrence — a mechanistic account. Biomelogic. 1970. Available from: https://biomelogic.net/sibo

BibTeX

@misc{attallah1970sibo,
  author    = {Attallah, Mohammed},
  title     = {SIBO: Why standard treatment produces recurrence — a mechanistic account},
  year      = {1970},
  publisher = {Biomelogic},
  url       = {https://biomelogic.net/sibo}
}

Machine-readable: .bib · .ris · .json

Article

https://biomelogic.net/mcas

MCAS: Stratifying mast cell activation into mechanistically distinct patterns

APA

Attallah, M. (1970). MCAS: Stratifying mast cell activation into mechanistically distinct patterns. Biomelogic. https://biomelogic.net/mcas

MLA

Attallah, Mohammed. "MCAS: Stratifying mast cell activation into mechanistically distinct patterns." Biomelogic, 1970, https://biomelogic.net/mcas.

Chicago

Attallah, Mohammed. 1970. "MCAS: Stratifying mast cell activation into mechanistically distinct patterns." Biomelogic. https://biomelogic.net/mcas.

Vancouver

Attallah M. MCAS: Stratifying mast cell activation into mechanistically distinct patterns. Biomelogic. 1970. Available from: https://biomelogic.net/mcas

BibTeX

@misc{attallah1970mcas,
  author    = {Attallah, Mohammed},
  title     = {MCAS: Stratifying mast cell activation into mechanistically distinct patterns},
  year      = {1970},
  publisher = {Biomelogic},
  url       = {https://biomelogic.net/mcas}
}

Machine-readable: .bib · .ris · .json

Article

https://biomelogic.net/long-covid

Long COVID and the metabolic biology of post-viral gut–immune dysfunction

APA

Attallah, M. (1970). Long COVID and the metabolic biology of post-viral gut–immune dysfunction. Biomelogic. https://biomelogic.net/long-covid

MLA

Attallah, Mohammed. "Long COVID and the metabolic biology of post-viral gut–immune dysfunction." Biomelogic, 1970, https://biomelogic.net/long-covid.

Chicago

Attallah, Mohammed. 1970. "Long COVID and the metabolic biology of post-viral gut–immune dysfunction." Biomelogic. https://biomelogic.net/long-covid.

Vancouver

Attallah M. Long COVID and the metabolic biology of post-viral gut–immune dysfunction. Biomelogic. 1970. Available from: https://biomelogic.net/long-covid

BibTeX

@misc{attallah1970longcovid,
  author    = {Attallah, Mohammed},
  title     = {Long COVID and the metabolic biology of post-viral gut–immune dysfunction},
  year      = {1970},
  publisher = {Biomelogic},
  url       = {https://biomelogic.net/long-covid}
}

Machine-readable: .bib · .ris · .json

Article

https://biomelogic.net/dysbiosis

Dysbiosis as ecological failure of the colonic habitat

APA

Attallah, M. (1970). Dysbiosis as ecological failure of the colonic habitat. Biomelogic. https://biomelogic.net/dysbiosis

MLA

Attallah, Mohammed. "Dysbiosis as ecological failure of the colonic habitat." Biomelogic, 1970, https://biomelogic.net/dysbiosis.

Chicago

Attallah, Mohammed. 1970. "Dysbiosis as ecological failure of the colonic habitat." Biomelogic. https://biomelogic.net/dysbiosis.

Vancouver

Attallah M. Dysbiosis as ecological failure of the colonic habitat. Biomelogic. 1970. Available from: https://biomelogic.net/dysbiosis

BibTeX

@misc{attallah1970dysbiosis,
  author    = {Attallah, Mohammed},
  title     = {Dysbiosis as ecological failure of the colonic habitat},
  year      = {1970},
  publisher = {Biomelogic},
  url       = {https://biomelogic.net/dysbiosis}
}

Machine-readable: .bib · .ris · .json

Article

https://biomelogic.net/heds-pots-mcas

The hEDS–POTS–MCAS overlap through the Host Capacity Model

APA

Attallah, M. (1970). The hEDS–POTS–MCAS overlap through the Host Capacity Model. Biomelogic. https://biomelogic.net/heds-pots-mcas

MLA

Attallah, Mohammed. "The hEDS–POTS–MCAS overlap through the Host Capacity Model." Biomelogic, 1970, https://biomelogic.net/heds-pots-mcas.

Chicago

Attallah, Mohammed. 1970. "The hEDS–POTS–MCAS overlap through the Host Capacity Model." Biomelogic. https://biomelogic.net/heds-pots-mcas.

Vancouver

Attallah M. The hEDS–POTS–MCAS overlap through the Host Capacity Model. Biomelogic. 1970. Available from: https://biomelogic.net/heds-pots-mcas

BibTeX

@misc{attallah1970hedspotsmcas,
  author    = {Attallah, Mohammed},
  title     = {The hEDS–POTS–MCAS overlap through the Host Capacity Model},
  year      = {1970},
  publisher = {Biomelogic},
  url       = {https://biomelogic.net/heds-pots-mcas}
}

Machine-readable: .bib · .ris · .json

Article

https://biomelogic.net/mitochondrial-dysfunction

Mitochondrial dysfunction in chronic illness: a host-capacity perspective

APA

Attallah, M. (1970). Mitochondrial dysfunction in chronic illness: a host-capacity perspective. Biomelogic. https://biomelogic.net/mitochondrial-dysfunction

MLA

Attallah, Mohammed. "Mitochondrial dysfunction in chronic illness: a host-capacity perspective." Biomelogic, 1970, https://biomelogic.net/mitochondrial-dysfunction.

Chicago

Attallah, Mohammed. 1970. "Mitochondrial dysfunction in chronic illness: a host-capacity perspective." Biomelogic. https://biomelogic.net/mitochondrial-dysfunction.

Vancouver

Attallah M. Mitochondrial dysfunction in chronic illness: a host-capacity perspective. Biomelogic. 1970. Available from: https://biomelogic.net/mitochondrial-dysfunction

BibTeX

@misc{attallah1970mitochondrialdysfunction,
  author    = {Attallah, Mohammed},
  title     = {Mitochondrial dysfunction in chronic illness: a host-capacity perspective},
  year      = {1970},
  publisher = {Biomelogic},
  url       = {https://biomelogic.net/mitochondrial-dysfunction}
}

Machine-readable: .bib · .ris · .json

Diagrams and visual assets

Diagrams may be reproduced for educational, journalistic, and clinician-discussion purposes with attribution:

Diagram: Biomelogic / Mohammed Attallah · biomelogic.net

Downloadable diagrams on the visual asset library. Press materials on the press kit.