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      Neoadjuvant chemotherapy is associated with suppression of the B cell-centered immune landscape in pancreatic ductal adenocarcinoma

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          Abstract

          Pancreatic ductal adenocarcinoma (PDAC) is typically diagnosed at advanced stages and associated with early distant metastasis and poor survival. Besides clinical factors, the tumor microenvironment (TME) emerged as a crucial determinant of patient survival and therapy response in many tumors, including PDAC. Thus, the presence of tumor-infiltrating lymphocytes and the formation of tertiary lymphoid structures (TLS) is associated with longer survival in PDAC. Although neoadjuvant therapy (NeoTx) has improved the management of locally advanced tumors, detailed insight into its effect on various TME components is limited. While a remodeling towards a proinflammatory state was reported for PDAC-infiltrating T cells, the effect of NeoTx on B cell subsets, including plasma cells, and TLS formation is widely unclear. We thus investigated the frequency, composition, and spatial distribution of PDAC-infiltrating B cells in primary resected (PR) versus neoadjuvant-treated patients using a novel multiplex immunohistochemistry panel. The NeoTx group displayed significantly lower frequencies of pan B cells, GC B cells, plasmablasts, and plasma cells, accompanied by a reduced abundance of TLS. This finding was supported by bulk RNA-sequencing analysis of an independent fresh frozen tissue cohort, which revealed that major B cell pathways were downregulated in the NeoTx group. We further observed that plasma cells frequently formed aggregates that localized close to TLS and that TLS + patients displayed significantly higher plasma cell frequencies compared to TLS - patients in the PR group. Additionally, high densities of CD20 + intratumoral B cells were significantly associated with longer overall survival in the PR group. While CD20 + B cells held no prognostic value for NeoTx patients, an increased frequency of proliferating CD20 +Ki67 + B cells emerged as an independent prognostic factor for longer survival in the NeoTx group. These results indicate that NeoTx differentially affects PDAC-infiltrating immune cells and may have detrimental effects on the existing B cell landscape and the formation of TLS. Gaining further insight into the underlying molecular mechanisms is crucial to overcome the intrinsic immunotherapy resistance of PDAC and develop novel strategies to improve the long-term outcome of PDAC patients.

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          Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2

          In comparative high-throughput sequencing assays, a fundamental task is the analysis of count data, such as read counts per gene in RNA-seq, for evidence of systematic changes across experimental conditions. Small replicate numbers, discreteness, large dynamic range and the presence of outliers require a suitable statistical approach. We present DESeq2, a method for differential analysis of count data, using shrinkage estimation for dispersions and fold changes to improve stability and interpretability of estimates. This enables a more quantitative analysis focused on the strength rather than the mere presence of differential expression. The DESeq2 package is available at http://www.bioconductor.org/packages/release/bioc/html/DESeq2.html. Electronic supplementary material The online version of this article (doi:10.1186/s13059-014-0550-8) contains supplementary material, which is available to authorized users.
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            Fiji: an open-source platform for biological-image analysis.

            Fiji is a distribution of the popular open-source software ImageJ focused on biological-image analysis. Fiji uses modern software engineering practices to combine powerful software libraries with a broad range of scripting languages to enable rapid prototyping of image-processing algorithms. Fiji facilitates the transformation of new algorithms into ImageJ plugins that can be shared with end users through an integrated update system. We propose Fiji as a platform for productive collaboration between computer science and biology research communities.
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              Cancer Statistics, 2021

              Each year, the American Cancer Society estimates the numbers of new cancer cases and deaths in the United States and compiles the most recent data on population-based cancer occurrence. Incidence data (through 2017) were collected by the Surveillance, Epidemiology, and End Results Program; the National Program of Cancer Registries; and the North American Association of Central Cancer Registries. Mortality data (through 2018) were collected by the National Center for Health Statistics. In 2021, 1,898,160 new cancer cases and 608,570 cancer deaths are projected to occur in the United States. After increasing for most of the 20th century, the cancer death rate has fallen continuously from its peak in 1991 through 2018, for a total decline of 31%, because of reductions in smoking and improvements in early detection and treatment. This translates to 3.2 million fewer cancer deaths than would have occurred if peak rates had persisted. Long-term declines in mortality for the 4 leading cancers have halted for prostate cancer and slowed for breast and colorectal cancers, but accelerated for lung cancer, which accounted for almost one-half of the total mortality decline from 2014 to 2018. The pace of the annual decline in lung cancer mortality doubled from 3.1% during 2009 through 2013 to 5.5% during 2014 through 2018 in men, from 1.8% to 4.4% in women, and from 2.4% to 5% overall. This trend coincides with steady declines in incidence (2.2%-2.3%) but rapid gains in survival specifically for nonsmall cell lung cancer (NSCLC). For example, NSCLC 2-year relative survival increased from 34% for persons diagnosed during 2009 through 2010 to 42% during 2015 through 2016, including absolute increases of 5% to 6% for every stage of diagnosis; survival for small cell lung cancer remained at 14% to 15%. Improved treatment accelerated progress against lung cancer and drove a record drop in overall cancer mortality, despite slowing momentum for other common cancers.
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                Author and article information

                Contributors
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                Journal
                Front Immunol
                Front Immunol
                Front. Immunol.
                Frontiers in Immunology
                Frontiers Media S.A.
                1664-3224
                02 April 2024
                2024
                : 15
                : 1378190
                Affiliations
                [1] 1 Institute of Immunology, Faculty of Medicine Carl Gustav Carus, Technical University Dresden , Dresden, Germany
                [2] 2 Department of Surgery, Klinikum rechts der Isar, Technical University of Munich , Munich, Germany
                [3] 3 Neural Influences in Cancer (NIC), International Research Consortium , Munich, Germany
                [4] 4 German Cancer Consortium (DKTK), Partner Site Munich , Munich, Germany
                [5] 5 Institute of Pathology, University Hospital Carl Gustav Carus, Technical University Dresden , Dresden, Germany
                [6] 6 Institute of Pathology, School of Medicine and Health, Technical University of Munich , Munich, Germany
                [7] 7 Department of Surgery, Erasmus University Medical Center , Rotterdam, Netherlands
                [8] 8 Genetic and Molecular Epidemiology Group, Spanish National Cancer Research Center, Centro de Investigación Biomédica en Red Cáncer (CIBERONC) , Madrid, Spain
                [9] 9 Department of General, Visceral and Transplantation Surgery, Heidelberg University Hospital , Heidelberg, Germany
                [10] 10 Department of General Surgery, Hepato-Pancreato-Biliary (HPB) Unit, School of Medicine, Acibadem Mehmet Ali Aydinlar University , Istanbul, Türkiye
                [11] 11 Else Kröner Clinician Scientist Professor for Translational Pancreatic Surgery, Technical University of Munich , Munich, Germany
                [12] 12 National Center for Tumor Diseases (NCT), Partner Site Dresden , Dresden, Germany
                [13] 13 German Cancer Consortium (DKTK), Partner Site Dresden, German Cancer Research Center (DKFZ) , Heidelberg, Germany
                Author notes

                Edited by: Subramaniam Malarkannan, Medical College of Wisconsin, United States

                Reviewed by: Biao Zhang, Dalian Medical University, China

                Michael Volkmar, German Cancer Research Center (DKFZ), Germany

                *Correspondence: Marc Schmitz, marc.schmitz@ 123456tu-dresden.de ; Carmen Mota Reyes, carmen.mota@ 123456tum.de

                †These authors share senior authorship

                ‡These authors have contributed equally to this work and share first authorship

                Article
                10.3389/fimmu.2024.1378190
                11018975
                38629072
                7a0690fc-c8cc-4fcf-8f6a-1c0ee450e6f4
                Copyright © 2024 Rupp, Dietsche, Kießler, Sommer, Muckenhuber, Steiger, van Eijck, Richter, Istvanffy, Jäger, Friess, van Eijck, Demir, Reyes and Schmitz

                This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

                History
                : 29 January 2024
                : 18 March 2024
                Page count
                Figures: 9, Tables: 2, Equations: 0, References: 82, Pages: 18, Words: 7619
                Funding
                The author(s) declare financial support was received for the research, authorship, and/or publication of this article. This research was funded partly by the Federal Ministry of Education and Research and co-funded by the European Commission (01KT2304B to MS). In addition, the research was supported partly by the Federal Ministry of Education and Research (03ZU1111LB to MS), by the Else Kröner-Fresenius Stiftung (Else Kröner-Memorial-Stipendium, to CR), and by a grant of the Deutsche Krebshilfe (German Cancer Aid Foundation) to IED and CR (Project ID 70115345). The Article Processing Charges were funded by the joint publication funds of the TU Dresden, including Carl Gustav Carus Faculty of Medicine, and the SLUB Dresden as well as the Open Access Publication Funding of the DFG.
                Categories
                Immunology
                Original Research
                Custom metadata
                Cancer Immunity and Immunotherapy

                Immunology
                pancreatic ductal adenocarcinoma,tumor immune contexture,b cells,plasma cells,neoadjuvant chemotherapy,tertiary lymphoid structures

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