Monitoring immune responses in the tumor microenvironment

Highlights • Fresh tissue is more reliable for immune monitoring than archival tissue. • Pre-surgical trials are important for adequate tissue collection. • Immune system is dynamic, and longitudinal monitoring on therapy is needed. • ‘Hot’ and ‘cold’ tumors show different pathophysiology and treatment responses. • High dimensional single cell profiling highlights extensive immune heterogeneity.