PARP1 and glioblastoma: Based on the high MARVELD1 expression presenting worse overall survival and high PARP1 expression also associated with chemo-resistance [17, 33], we further noted that high MARVELD1 expression was associated with poor chemotherapy in COAD, and poor radiotherapy in LGG and GBM (Supplementary Fig. S6a).