Specifically, MAP3K8 and ALK presented PAX8+ papillary proliferations, ESWR1/FUS::ATF1 and EWSR1::YY1 displayed angiomatoid fibrous histiocytoma-like patterns, while SUFU showcased ‘tissue culture’-like spindle cell proliferation. Here, ATF1 is linked to histiocytoma, Angiomatoid fibrous.