Identification of immune-infiltrated hub genes as potential biomarkers of Moyamoya disease by bioinformatics analysis.

Published in: Orphanet journal of rare diseases (2022)

The characteristics of immune infiltration in the cerebrovascular tissues of MMD patients and abnormal expression of hub genes provide new insights for understanding MMD progression. UNC13D is shows promise as a candidate molecule to determine neutrophil infiltration characteristics in MMD.

Keyphrases

bioinformatics analysis
end stage renal disease
ejection fraction
newly diagnosed
chronic kidney disease
poor prognosis
gene expression
prognostic factors
peritoneal dialysis
patient reported outcomes
big data
transcription factor
binding protein
machine learning