Reprints and permissions information are available at www.nature.com/reprints. Vinod P. Balachandran, Vladimir Makarov, Nadeem Riaz, Jedd Wolchok, and Timothy Chan have received research funding from Bristol-Myers Squibb. Nadeem Riaz has received honoraria from Medimmune. Douglas T. Fearon is a co-founder of Myosotis LLC. Sacha Gnjatic has received research support from Immune Design, Janssen R&D, and Agenus, and serves on advisory boards for Third Rock, Ventures/Neon Therapeutics, B4CC, and Oncomed Pharmaceuticals. Miriam Merad, Sacha Gnatic, and Romain Remark are inventors of a patent regarding “Tissue profiling using multiplexed immunohistochemical consecutive staining’ (patent number pending). Timothy Chan is a co-founder of Gritstone Oncology and also is an advisor for Genocea, Cancer Genetics, and Illumina.