Motifier: An IgOme Profiler Based on Peptide Motifs Using Machine Learning.Antibodies provide a comprehensive record of the encounters with threats and insults to the immune system.  In this study, we describe Motifier, a computational pipeline comprised of a set of algorithms that systematically generates discriminatory peptide motifs based on the affinity-selected peptides identified by Deep-Panning. 
Motifier
Recently, phage display technologies combined with Next-Generation Sequencing (NGS) produced a powerful experimental methodology, coined "Deep-Panning", in which the spectrum of serum antibodies is probed.  In order to extract meaningful biological insights from the tens of millions of affinity-selected peptides generated by Deep-Panning, advanced bioinformatics algorithms are a must.  In this study, we describe Motifier, a computational pipeline comprised of a set of algorithms that systematically generates discriminatory peptide motifs based on the affinity-selected peptides identified by Deep-Panning. 
Deep-Panning
Recently, phage display technologies combined with Next-Generation Sequencing (NGS) produced a powerful experimental methodology, coined "Deep-Panning", in which the spectrum of serum antibodies is probed. 
Next-Generation Sequencing (NGS)
Motifier: An IgOme Profiler Based on Peptide Motifs Using Machine Learning.Antibodies provide a comprehensive record of the encounters with threats and insults to the immune system.  In this study, we describe Motifier, a computational pipeline comprised of a set of algorithms that systematically generates discriminatory peptide motifs based on the affinity-selected peptides identified by Deep-Panning. 
Motifier