Amber M Johnson1, Jennifer M Boland2, Julia Wrobel3, Emily K Klezcko1, Mary Weiser-Evans1, Katharina Hopp1, Lynn Heasley4, Eric T Clambey5, Kimberly Jordan6, Raphael A Nemenoff1, Erin L Schenk7. 1. Department of Medicine, University of Colorado Anschutz Medical Campus, Aurora, Colorado. 2. Division of Anatomic Pathology, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, Minnesota. 3. Department of Biostatistics & Informatics, University of Colorado Anschutz Medical Campus, Aurora, Colorado. 4. School of Dental Medicine, University of Colorado Anschutz Medical Campus, Aurora, Colorado. 5. Department of Anesthesiology, University of Colorado Anschutz Medical Campus, Aurora, Colorado. 6. Department of Immunology & Microbiology, University of Colorado Anschutz Medical Campus, Aurora, Colorado. 7. Department of Medicine, University of Colorado Anschutz Medical Campus, Aurora, Colorado. Electronic address: erin.schenk@CUAnschutz.edu.
Abstract
INTRODUCTION: In patients with NSCLC, the prognostic significance of the tumor microenvironment (TME) immune composition has been revealed using single- or dual-marker staining on sequential tissue sections. Although these studies reveal that relative abundance and localization of immune cells are important parameters, deeper analyses of the NSCLC TME are necessary to refine the potential application of these findings to clinical care. Currently, the complex spatial relationships between cells of the NSCLC TME and potential drivers contributing to its immunologic composition remain unknown. METHODS: We used multispectral quantitative imaging on the lung adenocarcinoma TME in 153 patients with resected tumors. On a single slide per patient, we evaluated the TME with markers for CD3, CD8, CD14, CD19, major histocompatibility complex II (MHCII), cytokeratin, and 4',6-diamidino-2-phenylindole (DAPI). Image analysis, including tissue segmentation, phenotyping, and spatial localization, was performed. RESULTS: Specimens wherein greater than or equal to 5% of lung cancer cells expressed MHCII (MHCIIhi TME) had increased levels of CD4+ and CD8+ T cells and CD14+ cell infiltration. In the MHCIIhi TME, the immune infiltrate was closer to cancer cells and expressed an activated phenotype. Morphologic image analysis revealed cancer cells in the MHCIIhi TME more frequently interfaced with CD4+ and CD8+ T cells. Patients with an MHCIIhi TME experienced improved overall survival (p = 0.046). CONCLUSIONS: Lung cancer cell-specific expression of MHCII associates with levels of immune cell infiltration, spatial localization, and activation status within the TME. This suggests that cancer cell-specific expression of MHCII may represent a biomarker for the immune system's recognition and activation against the tumor.
INTRODUCTION: In patients with NSCLC, the prognostic significance of the tumor microenvironment (TME) immune composition has been revealed using single- or dual-marker staining on sequential tissue sections. Although these studies reveal that relative abundance and localization of immune cells are important parameters, deeper analyses of the NSCLC TME are necessary to refine the potential application of these findings to clinical care. Currently, the complex spatial relationships between cells of the NSCLC TME and potential drivers contributing to its immunologic composition remain unknown. METHODS: We used multispectral quantitative imaging on the lung adenocarcinoma TME in 153 patients with resected tumors. On a single slide per patient, we evaluated the TME with markers for CD3, CD8, CD14, CD19, major histocompatibility complex II (MHCII), cytokeratin, and 4',6-diamidino-2-phenylindole (DAPI). Image analysis, including tissue segmentation, phenotyping, and spatial localization, was performed. RESULTS: Specimens wherein greater than or equal to 5% of lung cancer cells expressed MHCII (MHCIIhi TME) had increased levels of CD4+ and CD8+ T cells and CD14+ cell infiltration. In the MHCIIhi TME, the immune infiltrate was closer to cancer cells and expressed an activated phenotype. Morphologic image analysis revealed cancer cells in the MHCIIhi TME more frequently interfaced with CD4+ and CD8+ T cells. Patients with an MHCIIhi TME experienced improved overall survival (p = 0.046). CONCLUSIONS: Lung cancer cell-specific expression of MHCII associates with levels of immune cell infiltration, spatial localization, and activation status within the TME. This suggests that cancer cell-specific expression of MHCII may represent a biomarker for the immune system's recognition and activation against the tumor.
Authors: Romain Remark; Christian Becker; Jorge E Gomez; Diane Damotte; Marie-Caroline Dieu-Nosjean; Catherine Sautès-Fridman; Wolf-Herman Fridman; Charles A Powell; Nasser K Altorki; Miriam Merad; Sacha Gnjatic Journal: Am J Respir Crit Care Med Date: 2015-02-15 Impact factor: 21.405
Authors: Daniel J Sargent; Silvia Marsoni; Genevieve Monges; Stephen N Thibodeau; Roberto Labianca; Stanley R Hamilton; Amy J French; Brian Kabat; Nathan R Foster; Valter Torri; Christine Ribic; Axel Grothey; Malcolm Moore; Alberto Zaniboni; Jean-Francois Seitz; Frank Sinicrope; Steven Gallinger Journal: J Clin Oncol Date: 2010-05-24 Impact factor: 44.544
Authors: David R Fooksman; Santosh Vardhana; Gaia Vasiliver-Shamis; Jan Liese; David A Blair; Janelle Waite; Catarina Sacristán; Gabriel D Victora; Alexandra Zanin-Zhorov; Michael L Dustin Journal: Annu Rev Immunol Date: 2010 Impact factor: 28.527
Authors: Michael J Callahan; Zoltan Nagymanyoki; Tomas Bonome; Michael E Johnson; Babak Litkouhi; Elizabeth H Sullivan; Michelle S Hirsch; Ursula A Matulonis; Joyce Liu; Michael J Birrer; Ross S Berkowitz; Samuel C Mok Journal: Clin Cancer Res Date: 2008-12-01 Impact factor: 12.531
Authors: Amber M Johnson; Bonnie L Bullock; Alexander J Neuwelt; Joanna M Poczobutt; Rachael E Kaspar; Howard Y Li; Jeff W Kwak; Katharina Hopp; Mary C M Weiser-Evans; Lynn E Heasley; Erin L Schenk; Eric T Clambey; Raphael A Nemenoff Journal: J Immunol Date: 2020-03-16 Impact factor: 5.422
Authors: Ashley Maynard; Caroline E McCoach; Julia K Rotow; Lincoln Harris; Franziska Haderk; D Lucas Kerr; Elizabeth A Yu; Erin L Schenk; Weilun Tan; Alexander Zee; Michelle Tan; Philippe Gui; Tasha Lea; Wei Wu; Anatoly Urisman; Kirk Jones; Rene Sit; Pallav K Kolli; Eric Seeley; Yaron Gesthalter; Daniel D Le; Kevin A Yamauchi; David M Naeger; Sourav Bandyopadhyay; Khyati Shah; Lauren Cech; Nicholas J Thomas; Anshal Gupta; Mayra Gonzalez; Hien Do; Lisa Tan; Bianca Bacaltos; Rafael Gomez-Sjoberg; Matthew Gubens; Thierry Jahan; Johannes R Kratz; David Jablons; Norma Neff; Robert C Doebele; Jonathan Weissman; Collin M Blakely; Spyros Darmanis; Trever G Bivona Journal: Cell Date: 2020-08-20 Impact factor: 41.582
Authors: Thao Vu; Julia Wrobel; Benjamin G Bitler; Erin L Schenk; Kimberly R Jordan; Debashis Ghosh Journal: PLoS Comput Biol Date: 2022-06-15 Impact factor: 4.779
Authors: Davide Massa; Anna Tosi; Antonio Rosato; Valentina Guarneri; Maria Vittoria Dieci Journal: Cancers (Basel) Date: 2022-10-06 Impact factor: 6.575