75 The mutational landscape defines the proteome and spatial organization of tumor, stroma, and immune cells in ovarian cancer by Michelle Jones, Nicole Gull, Sarah Parker, Bassem Ben Cheikh, Kruttika Dabke, Amisha Dhawan, Katrina Evans

570 Successful immune-checkpoint therapy promotes spatial reorganization of the lymphoid and myeloid cellular populations by Robert Schreiber, Bassem Ben Cheikh, Ruan Vieira Medrano, Vladimir Sukhov, Patrick Leinert, Wm Pat Leinert, Max Artyomov

90 Spatio-temporal monitoring of the tumor microenvironment in cutaneous squamous cell carcinoma by Arutha Kulasinghe, Najiba Mammadova, James Monkman, Dmytro Klymyshyn, Niyati Jhaveri, Bassem Ben Cheikh, Aditya Pratapa, Nadine Nelson, Michael Prater

97 Ultrahigh-plex spatial phenotyping of the glioma tumor landscape in IDH-1WT and IDH-1R132H patient tissues by Michael Brown, Simon Gregory, David Ashley, Najiba Mammadova, Dmytro Klymyshyn, Niyati Jhaveri, Bassem Ben Cheikh, Nadine Nelson, Michael Prater, Seetha Harihan

An N-Cadherin 2 expressing epithelial cell subpopulation predicts response to surgery, chemotherapy and immunotherapy in bladder cancer by Kenneth H. Gouin, Nathan Ing, Jasmine T. Plummer, Charles J. Rosser, Bassem Ben Cheikh, Catherine Oh, Stephanie S. Chen, Keith Syson Chan, Hideki Furuya, Warren G. Tourtellotte, Simon R. V. Knott, Dan Theodorescu

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A machine learning one-class logistic regression model to predict stemness for single cell transcriptomics and spatial omics by Felipe Segato Dezem, Maycon Marção, Bassem Ben-Cheikh, Nadya Nikulina, Ayodele Omotoso, Destiny Burnett, Priscila Coelho, Judith Hurley, Carmen Gomez, Tien Phan-Everson, Giang Ong, Luciano Martelotto, Zachary R. Lewis, Sophia George, Oliver Braubach, Tathiane M. Malta, Jasmine Plummer

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Compartmentalized spatial profiling of the tumor microenvironment in head and neck squamous cell carcinoma identifies immune checkpoint molecules and tumor necrosis factor receptor... by Habib Sadeghirad, Ning Liu, Ning Liu, James Monkman, Ning Ma, Bassem Ben Cheikh, Niyati Jhaveri, Chin Wee Tan, Chin Wee Tan, Majid Ebrahimi Warkiani, Mark N. Adams, Mark N. Adams, Quan Nguyen, Rahul Ladwa, Rahul Ladwa, Oliver Braubach, Ken O’Byrne, Ken O’Byrne, Ken O’Byrne, Melissa Davis, Melissa Davis, Melissa Davis, Melissa Davis, Brett G. M. Hughes, Brett G. M. Hughes, Arutha Kulasinghe

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