A bit removed from drug targets, but have you seen AMELIE - it's for ranking causal variants (genetic mutations) for patients based on literature + patient's phenotype?

https://www.biorxiv.org/content/early/2017/08/02/171322

I'm not in the NLP field, but this does seem like a legitimate use