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      The enrichment of Fanconi anemia/homologous recombination pathway aberrations in ATM/ ATR-mutated NSCLC was accompanied by unique molecular features and poor prognosis

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          Abstract

          Background

          ATM and ATR are two critical factors to regulate DNA damage response (DDR), and their mutations were frequently observed in different types of cancer, including non-small cell lung cancer (NSCLC). Given that the majority of identified ATM/ ATR mutations were variants of uncertain significance, the clinical/molecular features of pathogenic ATM/ ATR aberrations have not been comprehensively investigated in NSCLC.

          Methods

          Next-generation sequencing (NGS) analyses were conducted to investigate the molecular features in 191 NSCLC patients who harbored pathogenic/likely pathogenic ATM/ ATR mutations and 308 NSCLC patients who did not have any types of ATM/ ATR variants. The results were validated using an external cohort of 2727 NSCLC patients (including 48 with ATM/ ATR pathogenic mutations).

          Results

          Most pathogenic ATM/ ATR genetic alterations were frameshift and nonsense mutations that disrupt critical domains of the two proteins. ATM/ ATR-mutated patients had significantly higher tumor mutational burdens (TMB; P < 0.001) and microsatellite instabilities (MSI; P = 0.023), but not chromosomal instabilities, than those without any ATM/ ATR variations. In particular, KRAS mutations were significantly enriched in ATM-mutated patients ( P = 0.014), whereas BRCA2 mutations ( P = 0.014), TP53 mutations ( P = 0.014), and ZNF703 amplification ( P = 0.008) were enriched in ATR-mutated patients. Notably, patients with ATM/ ATR pathogenic genetic alterations were likely to be accompanied by mutations in Fanconi anemia (FA) and homologous recombination (HR) pathways, which were confirmed using both the study ( P < 0.001) and validation ( P < 0.001) cohorts. Furthermore, the co-occurrence of FA/HR aberrations could contribute to increased TMB and MSI, and patients with both ATM/ ATR and FA/HR mutations tended to have worse overall survival.

          Conclusions

          Our results demonstrated the unique clinical and molecular features of pathogenic ATM/ ATR mutations in NSCLC, which helps better understand the cancerous involvement of these DDR regulators, as well as directing targeted therapies and/or immunotherapies to treat ATM/ ATR-mutated NSCLC, especially those with co-existing FA/HR aberrations.

          Supplementary Information

          The online version contains supplementary material available at 10.1186/s12967-023-04634-1.

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          Most cited references46

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          Hallmarks of Cancer: The Next Generation

          The hallmarks of cancer comprise six biological capabilities acquired during the multistep development of human tumors. The hallmarks constitute an organizing principle for rationalizing the complexities of neoplastic disease. They include sustaining proliferative signaling, evading growth suppressors, resisting cell death, enabling replicative immortality, inducing angiogenesis, and activating invasion and metastasis. Underlying these hallmarks are genome instability, which generates the genetic diversity that expedites their acquisition, and inflammation, which fosters multiple hallmark functions. Conceptual progress in the last decade has added two emerging hallmarks of potential generality to this list-reprogramming of energy metabolism and evading immune destruction. In addition to cancer cells, tumors exhibit another dimension of complexity: they contain a repertoire of recruited, ostensibly normal cells that contribute to the acquisition of hallmark traits by creating the "tumor microenvironment." Recognition of the widespread applicability of these concepts will increasingly affect the development of new means to treat human cancer. Copyright © 2011 Elsevier Inc. All rights reserved.
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            clusterProfiler 4.0: A universal enrichment tool for interpreting omics data

            Summary Functional enrichment analysis is pivotal for interpreting high-throughput omics data in life science. It is crucial for this type of tool to use the latest annotation databases for as many organisms as possible. To meet these requirements, we present here an updated version of our popular Bioconductor package, clusterProfiler 4.0. This package has been enhanced considerably compared with its original version published 9 years ago. The new version provides a universal interface for functional enrichment analysis in thousands of organisms based on internally supported ontologies and pathways as well as annotation data provided by users or derived from online databases. It also extends the dplyr and ggplot2 packages to offer tidy interfaces for data operation and visualization. Other new features include gene set enrichment analysis and comparison of enrichment results from multiple gene lists. We anticipate that clusterProfiler 4.0 will be applied to a wide range of scenarios across diverse organisms.
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              ATM, ATR, and DNA-PK: The Trinity at the Heart of the DNA Damage Response

              In vertebrate cells, the DNA damage response is controlled by three related kinases: ATM, ATR, and DNA-PK. It has been 20 years since the cloning of ATR, the last of the three to be identified. During this time, our understanding of how these kinases regulate DNA repair and associated events has grown profoundly, although major questions remain unanswered. Here, we provide a historical perspective of their discovery and discuss their established functions in sensing and responding to genotoxic stress. We also highlight what is known regarding their structural similarities and common mechanisms of regulation, as well as emerging non-canonical roles and how our knowledge of ATM, ATR, and DNA-PK is being translated to benefit human health.

                Author and article information

                Contributors
                yanglingyiruby@163.com
                ljh571747377@163.com
                Journal
                J Transl Med
                J Transl Med
                Journal of Translational Medicine
                BioMed Central (London )
                1479-5876
                1 December 2023
                1 December 2023
                2023
                : 21
                : 874
                Affiliations
                [1 ]Department of Oncology, The First Affiliated Hospital of Anhui Medical University, ( https://ror.org/03t1yn780) Hefei, 230022 Anhui China
                [2 ]Department of Oncology, Zhongda Hospital Southeast University, ( https://ror.org/01k3hq685) Nanjing, 210009 Jiangsu China
                [3 ]GRID grid.518662.e, Geneseeq Research Institute, Nanjing Geneseeq Technology Inc., ; Nanjing, 210032 Jiangsu China
                [4 ]Department of Pathology, Jinling Hospital, Nanjing University School of Medicine, ( https://ror.org/04kmpyd03) Nanjing, 210002 Jiangsu China
                [5 ]Department of Pulmonary and Critical Care Medicine, The First Affiliated Hospital of Soochow University, ( https://ror.org/051jg5p78) 188 Shizi Street, Suzhou, 215006 Jiangsu China
                [6 ]Department of Medical Oncology, Fujian Medical University Union Hospital, ( https://ror.org/055gkcy74) 29 Xinquan Road, Fuzhou, 350025 Fujian China
                Article
                4634
                10.1186/s12967-023-04634-1
                10690992
                38041093
                f7c0c8ec-5ed5-4efe-b47a-b39744602908
                © The Author(s) 2023

                Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver ( http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data.

                History
                : 19 June 2023
                : 14 October 2023
                Funding
                Funded by: FundRef http://dx.doi.org/10.13039/501100001809, National Natural Science Foundation of China;
                Award ID: 81800208
                Award Recipient :
                Funded by: Scientific research foundation of Nanjing Health Commission
                Award ID: YYKK20232
                Award Recipient :
                Funded by: FundRef http://dx.doi.org/10.13039/501100004608, Natural Science Foundation of Jiangsu Province;
                Award ID: BK20211169
                Award Recipient :
                Funded by: FundRef http://dx.doi.org/10.13039/501100010242, Jiangsu Planned Projects for Postdoctoral Research Funds;
                Award ID: 2021K518C
                Award Recipient :
                Funded by: Fujian Science and Technology Innovation Joint Fund Project
                Award ID: 2018Y9063
                Award Recipient :
                Categories
                Research
                Custom metadata
                © BioMed Central Ltd., part of Springer Nature 2023

                Medicine
                atm,atr,fanconi anemia,homologous recombination,tumor mutational burden,microsatellite instability,nsclc

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