Amyloid precursor protein and hydrogen peroxide (H2O2) were identified as the most likely protein and small molecule regulator candidates, respectively; while, AD was ranked first based on its probability score among the diseases potentially linked to the dataset (Fig. S1). Here, APP is linked to Alzheimer disease.