Vaccination potential of B and T epitope-enriched NP and M2 against Influenza A viruses from different clades and hosts. by Irina Tutykhina, Ilias Esmagambetov, Alexander Bagaev, Alexey Pichugin, Andrey Lysenko, Dmitry Shcherbinin, Elena Sedova, Denis Logunov, Maxim Shmarov, Ravshan Ataullakhanov, Boris Naroditsky, Alexander Gintsburg

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143 Correlating RNA-seq detection and IHC staining of potential antibody-drug conjugate (ADC) targets: HER3, HER2, TROP2, Nectin4, and aFLR by Funda Meric-Bernstam, Nathan Fowler, Ekaterina Postovalova, Zhongmin Xiang, Krystle Nomie, Vladimir Kushnarev, Alexander Bagaev, Danil Stupichev, Kirill Kryukov, Suren Davitavyan, Monique Johnson, Basavaraja Uddajjara Shanthappa

Immune-depleted tumor microenvironment is associated with poor outcomes and BTK inhibitor resistance in mantle cell lymphoma by Preetesh Jain, Krystle Nomie, Nikita Kotlov, VitaIy Segodin, Holly Hill, Chi Young Ok, Ahmed Fetooh, Rashmi Kanagal-Shamanna, Francisco Vega, Alexander Bagaev, Nathan Fowler, Christopher R. Flowers, Michael Wang

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555 Challenges in predicting ICI response in HPV+ HNSCC: insights into the tumor microenvironment by Nathan Fowler, Nikita Kotlov, Adam J Luginbuhl, Vladimir Kushnarev, Anna Love, Alexander Bagaev, Joseph M Curry, Alban J Linnenbach, Anastasia Sobol, Evgeniia Alekseeva, Andrey Tyshevich, Christopher JH Davitt, Anastasiia Nikitina

532 A cross-cohort examination of factors impacting immunotherapy survival in non-small cell lung cancer (NSCLC) by Chris Ward, Nikita Kotlov, Krystle Nomie, Konstantin Danilov, Dhruv Bansal, Ivan Valiev, Vladimir Kushnarev, Ammar Al-Obaidi, Timothy Pluard, Artem Tarasov, Anastasiia Makarova, Anna Butusova, Anna Love, Janakiraman Subramanian, Alexander Bagaev

222-K Integrated immunoprofiling and RNA sequencing (RNA-seq) for anti-PD-1 response prediction in head and neck squamous cell carcinomas (HNSCC) by Madalina Tuluc, Jennifer Johnson, Adam J Luginbuhl, Vladimir Kushnarev, Alexander Bagaev, Anastasia Nikitina, Alexander Zaytcev, Eric Mastrolonardo, Alban J Linnenbach, Anastasia Sobol, Tatiana Vasileva, Arseniy Sokolov, Daniiar Dyikanov, Evgeniia Alekseeva, Andrey Tyshevich, Christopher JH Davitt, Michael F Goldberg, Cagdas Tazearslan

Procrustes is a machine-learning approach that removes cross-platform batch effects from clinical RNA sequencing data by Nikita Kotlov, Kirill Shaposhnikov, Cagdas Tazearslan, Madison Chasse, Artur Baisangurov, Svetlana Podsvirova, Dawn Fernandez, Mary Abdou, Leznath Kaneunyenye, Kelley Morgan, Ilya Cheremushkin, Pavel Zemskiy, Maxim Chelushkin, Maria Sorokina, Ekaterina Belova, Svetlana Khorkova, Yaroslav Lozinsky, Katerina Nuzhdina, Elena Vasileva, Dmitry Kravchenko, Kushal Suryamohan, Krystle Nomie, John Curran, Nathan Fowler, Alexander Bagaev

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B-Cell Infiltrate in the Tumor Microenvironment Is Associated With Improved Survival in Resected Lung Adenocarcinoma by Ibiayi Dagogo-Jack, MD, Ivan Valiev, MD, Nikita Kotlov, MS, Anna Belozerova, MD, Aleksandra Lopareva, MS, MD, Anna Butusova, MS, Naira Samarina, PhD, Alexandra Boyko, MS, Zhongmin Xiang, PhD, Monique Johnson, BS, Sandrine Degryse, PhD, Florence K. Keane, MD, Lecia V. Sequist, MD, Michael Lanuti, MD, Nathan Fowler, MD, Mari Mino-Kenudson, MD, Alexander Bagaev, PhD

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B cell‐dependent subtypes and treatment‐based immune correlates to survival in stage 3 and 4 lung adenocarcinomas by Susan Raju Paul, Ivan Valiev, Skylar E. Korek, Vladimir Zyrin, Diana Shamsutdinova, Olga Gancharova, Alexander Zaitsev, Ekaterina Nuzhdina, Diane L. Davies, Ibiayi Dagogo‐Jack, Felix Frenkel, Jessica H. Brown, Joshua M. Hess, Sarah Viet, Jason L. Petersen, Cameron D. Wright, Harald C. Ott, Hugh G. Auchincloss, Ashok Muniappan, Toshihiro Shioda, Michael Lanuti, Christel M. Davis, Erik A. Ehli, Yin P. Hung, Mari Mino‐Kenudson, Maria Tsiper, Ann E. Sluder, Patrick M. Reeves, Nikita Kotlov, Alexander Bagaev, Ravshan Ataullakhanov, Mark C. Poznansky

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