Summary
Transient depletion of the transcription elongation factor SPT6 in the keratinocyte has been recently shown to inhibit epidermal differentiation and stratification; instead, they transdifferentiate into a gut-like lineage. We show here that this phenomenon of transdifferentiation recapitulates Barrett’s metaplasia, the only human pathophysiologic condition in which a stratified squamous epithelium that is injured due to chronic acid reflux is trans-committed into an intestinal fate. The evidence we present here not only lend support to the notion that the keratinocytes are potentially the cell of origin of Barrett’s metaplasia but also provide mechanistic insights linking transient acid exposure, downregulation of SPT6, stalled transcription of the master regulator of epidermal fate TP63, loss of epidermal fate, and metaplastic progression. Because Barrett’s metaplasia in the esophagus is a pre-neoplastic condition with no preclinical human models, these findings have a profound impact on the modeling Barrett’s metaplasia-in-a-dish.
Background
Microbiomes consist of bacteria, viruses, and other microorganisms, and are responsible for many different functions in both organisms and the environment. Past analyses of microbiomes focused on using correlation to determine linear relationships between microbes and diseases. Weak correlations due to nonlinearity between microbe pairs may cause researchers to overlook critical components of the data. With the abundance of available microbiome, we need a method that comprehensively studies microbiomes and how they are related to each other.
Results
We collected publicly available datasets from human, environment, and animal samples to determine both symmetric and asymmetric Boolean implication relationships between a pair of microbes. We then found relationships that are potentially invariants, meaning they will hold in any microbe community. In other words, if we determine there is a relationship between two microbes, we expect the relationship to hold in almost all contexts. We discovered that around 330,000 pairs of microbes universally exhibit the same relationship in almost all the datasets we studied, thus making them good candidates for invariants. Our results also confirm known biological properties and seem promising in terms of disease diagnosis.
Conclusions
Since the relationships are likely universal, we expect them to hold in clinical settings, as well as general populations. If these strong invariants are present in disease settings, it may provide insight into prognostic, predictive, or therapeutic properties of clinically relevant diseases. For example, our results indicate that there is a difference in the microbe distributions between patients who have or do not have IBD, eczema and psoriasis. These new analyses may improve disease diagnosis and drug development in terms of accuracy and efficiency.
Transient depletion of the transcription elongation factor SPT6 in the keratinocyte has been recently shown to
inhibit epidermal differentiation and stratification; instead, they transdifferentiate into a gut-like lineage. We show
here that this phenomenon of transdifferentiation recapitulates Barretts metaplasia, the only human
pathophysiologic condition in which a stratified squamous epithelium that is injured due to chronic acid reflux is
trans-committed into an intestinal fate. The evidence we present here not only pinpoint the keratinocyte as the
cell of origin of Barretts metaplasia, but also provide mechanistic insights linking chronic acid injury,
downregulation of SPT6, loss of epidermal fate and metaplastic progression. Because Barretts metaplasia in
the esophagus (BE) is a pre-neoplastic condition with no preclinical human models, these findings have a
profound impact on the modeling Barretts metaplasia-in-a-dish.
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