Similarly, in our lung cancer mouse model we show that [89Zr]-anti-PD-1 uptake in tumor lesions was significantly higher among treatment-responding Id1 knock-out mice, than among non-responding mice maintaining a constitutive Id1 expression. Here, ID1 is linked to lung cancer.