Spatially mapping the immune landscape of melanoma using imaging mass cytometry.
Dan MoldoveanuLeeAnn RamsayMathieu LajoieLuke Anderson-TrocmeMarine LingrandDiana BerryLucas J M PerusYuhong WeiCleber MoraesRached AlkallasShivshankari RajkumarDongmei ZuoMatthew DanknerEric Hongbo XuNicholas R BertosHamed S NajafabadiSimon GravelSantiago CostantinoMartin J RicherAmanda W LundSonia V Del RinconAlan SpatzWilson H MillerRahima JamalRéjean LapointeAnne-Marie Mes-MassonSimon TurcotteKevin PetreccaSinziana DumitraAri-Nareg MeguerditchianKeith RichardsonFrancine TremblayBeatrice WangMay CherguiMarie-Christine GuiotKevin WattersJohn StaggAbdel Razaq Ahmad A AlyasinCatalin MihalcioiuSarkis MeterissianPublished in: Science immunology (2022)
Melanoma is an immunogenic cancer with a high response rate to immune checkpoint inhibitors (ICIs). It harbors a high mutation burden compared with other cancers and, as a result, has abundant tumor-infiltrating lymphocytes (TILs) within its microenvironment. However, understanding the complex interplay between the stroma, tumor cells, and distinct TIL subsets remains a substantial challenge in immune oncology. To properly study this interplay, quantifying spatial relationships of multiple cell types within the tumor microenvironment is crucial. To address this, we used cytometry time-of-flight (CyTOF) imaging mass cytometry (IMC) to simultaneously quantify the expression of 35 protein markers, characterizing the microenvironment of 5 benign nevi and 67 melanomas. We profiled more than 220,000 individual cells to identify melanoma, lymphocyte subsets, macrophage/monocyte, and stromal cell populations, allowing for in-depth spatial quantification of the melanoma microenvironment. We found that within pretreatment melanomas, the abundance of proliferating antigen-experienced cytotoxic T cells (CD8 + CD45RO + Ki67 + ) and the proximity of antigen-experienced cytotoxic T cells to melanoma cells were associated with positive response to ICIs. Our study highlights the potential of multiplexed single-cell technology to quantify spatial cell-cell interactions within the tumor microenvironment to understand immune therapy responses.
Keyphrases
- single cell
- rna seq
- high throughput
- high resolution
- stem cells
- peripheral blood
- cell therapy
- squamous cell carcinoma
- bone marrow
- adipose tissue
- skin cancer
- oxidative stress
- endothelial cells
- induced apoptosis
- dendritic cells
- signaling pathway
- immune response
- fluorescence imaging
- microbial community
- mass spectrometry
- cell cycle arrest
- neoadjuvant chemotherapy
- lymph node
- cell proliferation
- optical coherence tomography
- anti inflammatory