Table 1.

Published studies on factors related to prediction of immune-related adverse events (irAEs).

Factors Associated with irAEs	Cited References
Pre-existing autoimmune disease	van der Kooij et al. (15), Fountzilas et al. (16), Alexander et al. (17), Abu-Sbeih et al. (18), Abdel-Wahab et al. (19), Michailidou et al. (20), Yeung et al. (21), Abdel-Wahab et al. (22), Cappelli et al. (24), Stamatouli et al. (25), Toi et al. (26), de Moel et al. (27)
Sex and body mass index	Valpione et al. (29), Guzman-Prado et al. (30), Shah et al. (31), Young et al. (32)
Response to ICI	Giacomo et al. (33), Das et al. (34), Xing et al. (35), Jing et al. (36), Haratani et al. (39), Wang et al. (40), Bomze et al. (41)
Circulating cytokines and immune cells	Valpione et al. (29), Tarhini et al. (42), Lim et al. (43), Tyan et al. (44), Eun et al. (45), Pavan et al. (46), Chu et al. (47)
Inherited genetic variants	Queirolo et al. (48), Bins et al. (49)
Microbiome	Andrews et al. (51), Dubin et al. (52)