We recently showed, through an application of our similarity regression approach, that the introduction of a premature stop codon present in two unrelated individuals in the BPD project truncates DIAPH1’s 3′ auto-inhibitory domain and causes macrothrombocytopenia, hearing loss, and mild bleeding.31 The gene discussed is DIAPH1; the disease is Macrothrombocytopenia.