Establishing a standard and uniform procedure of IDO1 expression assessment, for instance, a deep semi supervised generative learning for automated tumor proportion scoring which has been applied to standardization of PD-L1 expression and status[106], is required so that the extrapolation from non-clinical to clinical and from small scale to large scale may be more reliable. Here, CD274 is linked to neoplasm.