A robust mRNA signature obtained via recursive ensemble feature selection predicts the responsiveness of omalizumab in moderate-to-severe asthma.

"the biological context and pathway annotation of refs and len overlapping omalizumab response-predictive genes were validated through literature research to gain a better understanding of mechanisms involved in omalizumab responsiveness2 2 1 data on individual moderate-to-severe adult asthma patients whole blood mrna profiles and clinical information was retrieved from the publicly available database 'gene expression omnibus' (geo) with accession code gse134544. data availability statement all the necessary scripts to reproduce the experiments are stored on the public github repository: https://github com/steppenwolf0/refs ."

"data availability statement all the necessary scripts to reproduce the experiments are stored on the public github repository: https://github com/steppenwolf0/refs ."

"CONFLICT OF INTEREST STATEMENT All authors of the manuscript declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest."