Spatial Organization and Prognostic Significance of NK and NKT-like Cells via Multimarker Analysis of the Colorectal Cancer Microenvironment.
Juha P VäyrynenKoichiro HarukiMai Chan LauSara A VäyrynenTomotaka UgaiNaohiko AkimotoRong ZhongMelissa ZhaoAndressa Dias CostaJennifer BorowskyPhoenix BellYasutoshi TakashimaKenji FujiyoshiKota ArimaJunko KishikawaShan-Shan ShiTyler S TwomblyMingyang SongKana WuAndrew T ChanXuehong ZhangCharles S FuchsJeffrey A MeyerhardtMarios GiannakisShuji OginoJonathan Andrew NowakPublished in: Cancer immunology research (2021)
Although tumor-infiltrating T cells hold a beneficial prognostic role in colorectal cancer, other lymphocytic populations are less characterized. We developed a multiplexed immunofluorescence assay coupled with digital image analysis and machine learning to identify natural killer (NK) cells (NCAM1 + CD3 - ), natural killer T-like (NKT-like) cells (NCAM1 + CD3 + ), and T cells (NCAM1 - CD3 + ) within the PTPRC + (CD45 + ) cell population and to measure their granzyme B (GZMB; cytotoxicity marker) and FCGR3A (CD16a; NK-cell maturity marker) expression. We evaluated immune cell densities and spatial configuration in 907 incident colorectal carcinoma cases within two prospective cohort studies. We found that T cells were approximately 100 times more abundant than NK and NKT-like cells. Overall, NK cells showed high GZMB expression and were located closer to tumor cells than T and NKT-like cells. In T and NKT-like cells, GZMB expression was enriched in cells in closer proximity to tumor cells. Higher densities of both T and NKT-like cells associated with longer cancer-specific survival, independent of potential confounders ( P trend < 0.0007). Higher stromal GZMB + and FCGR3A + NK-cell densities associated with longer cancer-specific survival ( P trend < 0.003). For T and NKT-like cells, greater proximity to tumor cells associated with longer cancer-specific survival ( P trend < 0.0001). These findings indicate that cytotoxic NCAM1 + CD3 - GZMB + NK cells and NCAM1 + CD3 + NKT-like cells are relatively rare lymphocytic populations within the colorectal cancer microenvironment and show distinct spatial configuration and associations with patient outcome. The results highlight the utility of a quantitative multimarker assay for in situ , single-cell immune biomarker evaluation and underscore the importance of spatial context for tumor microenvironment characterization.
Keyphrases
- nk cells
- single cell
- machine learning
- poor prognosis
- papillary thyroid
- stem cells
- high throughput
- squamous cell
- squamous cell carcinoma
- bone marrow
- long non coding rna
- rna seq
- cell proliferation
- mass spectrometry
- binding protein
- case report
- signaling pathway
- lymph node metastasis
- deep learning
- childhood cancer
- anti inflammatory
- pi k akt