Clinical Implications of the Skin Microbiota in the Therapy of Cutaneous T Cell Lymphoma: A Scoping Review
Bibliographic record
Abstract
Cutaneous T cell lymphomas (CTCL) are non-Hodgkin T cell malignancies defined by malignant T cell transformation and accumulation in the skin. Limited understanding of CTCL pathogenesis, including the role of the tumor microenvironment, hinders effective treatment. Emerging evidence implicates the skin microbiota as a key modulator of disease, with microbial dysbiosis contributing to progression and representing a novel therapeutic target. This review synthesizes findings from 37 rigorously selected studies, outlining current knowledge of the CTCL-associated microbiome, mycobiome, and virome. It evaluates therapeutic strategies aimed at microbial colonization, emphasizing the potential of modulating host-microbe interactions. Additionally, we provide comprehensive clinical insight into the indications for microbial-modulating strategies of the microbiota in CTCL.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".