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Are microbiome differences driven by ME/CFS disease duration?

Determine whether ME/CFS disease duration, rather than age or other confounders, drives the observed pronounced and variable differences in gut microbiome composition between short-term (<4 years) and long-term (>10 years) ME/CFS patient cohorts.

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Background

The paper compared gut microbiome profiles across short-term and long-term ME/CFS patients and controls. After testing, age was not found to be a confounder for the observed microbiome differences. The authors therefore posited that disease duration may be the underlying factor explaining why early-stage patients exhibit more pronounced and variable microbiome alterations than long-term patients and controls.

Validating this conjecture requires longitudinal or carefully controlled cohort designs to isolate disease duration effects from other variables.

References

As we found no confounding effect of age, we conjectured that these differences were driven by ME/CFS disease duration.

Advancing Digital Precision Medicine for Chronic Fatigue Syndrome through Longitudinal Large-Scale Multi-Modal Biological Omics Modeling with Machine Learning and Artificial Intelligence (2506.15761 - Xiong, 18 Jun 2025) in Chapter 1, subsection 'Microbial dysbiosis occurs in short-term ME/CFS and stabilizes in long-term disease'