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      Protein-altering germline mutations implicate novel genes related to lung cancer development

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      1 , , 2 , 3 , 4 , 4 , 1 , 5 , 1 , 5 , 5 , 1 , 6 , 6 , 7 , 8 , 9 , 3 , 7 , 6 , 10 , 11 , 12 , 13 , 3 , 14 , 15 , 16 , 17 , 18 , 19 , 5 , 20 , 21 , 22 , 23 , 24 , 25 , 26 , 27 , 28 , 29 , 28 , 29 , 8 , 8 , 3 , 8 , 30 , 31 , 31 , 18 , 32 , 13 , 17 , 17 , 22 , 33 , 21 , 21 , 34 , 35 , 35 , 36 , 35 , 37 , 38 , 39 , 40 , 41 , 41 , 41 , 42 , 43 , 44 , 45 , 14 , 46 , 47 , 48 , 48 , 49 , 50 , 51 , 52 , 53 , 54 , 55 , 56 , 57 , 58 , 7 , 59 , 56 , 60 , 24 , 61 , 2 , 62 , 63 , 2 , 2 , 63 , 2 , 2 , 2 , 63 , 64 , 62 , 63 , 65 , 66 , 67 , 68 , 69 , 70 , 71 , 72 , 73 , 74 , 3 , 7 , 7 , 5 , 75 ,
      Nature Communications
      Nature Publishing Group UK
      Cancer, Computational biology and bioinformatics, Genetics

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          Abstract

          Few germline mutations are known to affect lung cancer risk. We performed analyses of rare variants from 39,146 individuals of European ancestry and investigated gene expression levels in 7,773 samples. We find a large-effect association with an ATM L2307F (rs56009889) mutation in adenocarcinoma for discovery (adjusted Odds Ratio = 8.82, P = 1.18 × 10 −15) and replication (adjusted OR = 2.93, P = 2.22 × 10 −3) that is more pronounced in females (adjusted OR = 6.81 and 3.19 and for discovery and replication). We observe an excess loss of heterozygosity in lung tumors among ATM L2307F allele carriers. L2307F is more frequent (4%) among Ashkenazi Jewish populations. We also observe an association in discovery (adjusted OR = 2.61, P = 7.98 × 10 −22) and replication datasets (adjusted OR = 1.55, P = 0.06) with a loss-of-function mutation, Q4X (rs150665432) of an uncharacterized gene, KIAA0930. Our findings implicate germline genetic variants in ATM with lung cancer susceptibility and suggest KIAA0930 as a novel candidate gene for lung cancer risk.

          Abstract

          In lung cancer, relatively few germline mutations are known to impact risk. Here the authors looked at rare variants in 39,146 individuals and find novel germline mutations associated with risk, as well as implicating ATM and a new candidate gene for lung cancer risk.

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          Classification of human lung carcinomas by mRNA expression profiling reveals distinct adenocarcinoma subclasses.

          We have generated a molecular taxonomy of lung carcinoma, the leading cause of cancer death in the United States and worldwide. Using oligonucleotide microarrays, we analyzed mRNA expression levels corresponding to 12,600 transcript sequences in 186 lung tumor samples, including 139 adenocarcinomas resected from the lung. Hierarchical and probabilistic clustering of expression data defined distinct subclasses of lung adenocarcinoma. Among these were tumors with high relative expression of neuroendocrine genes and of type II pneumocyte genes, respectively. Retrospective analysis revealed a less favorable outcome for the adenocarcinomas with neuroendocrine gene expression. The diagnostic potential of expression profiling is emphasized by its ability to discriminate primary lung adenocarcinomas from metastases of extra-pulmonary origin. These results suggest that integration of expression profile data with clinical parameters could aid in diagnosis of lung cancer patients.
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            Pathogenic Germline Variants in 10,389 Adult Cancers

            We conducted the largest investigation of predisposition variants in cancer to date, discovering 853 pathogenic or likely pathogenic variants in 8% of 10,389 cases from 33 cancer types. Twenty-one genes showed single or cross-cancer associations, including novel associations of SDHA in melanoma and PALB2 in stomach adenocarcinoma. The 659 predisposition variants and 18 additional large deletions in tumor suppressors, including ATM, BRCA1, and NF1, showed low gene expression and frequent (43%) loss of heterozygosity or biallelic two-hit events. We also discovered 33 such variants in oncogenes, including missenses in MET, RET, and PTPN11 associated with high gene expression. We nominated 47 additional predisposition variants from prioritized VUSs supported by multiple evidences involving case-control frequency, loss of heterozygosity, expression effect, and co-localization with mutations and modified residues. Our integrative approach links rare predisposition variants to functional consequences, informing future guidelines of variant classification and germline genetic testing in cancer.
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              Population-based screening for BRCA1 and BRCA2: 2014 Lasker Award.

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                Author and article information

                Contributors
                xuemei.ji@yahoo.com
                chrisa@bcm.edu
                Journal
                Nat Commun
                Nat Commun
                Nature Communications
                Nature Publishing Group UK (London )
                2041-1723
                11 May 2020
                11 May 2020
                2020
                : 11
                : 2220
                Affiliations
                [1 ]ISNI 0000 0001 2179 2404, GRID grid.254880.3, Biomedical Data Science, , Geisel School of Medicine at Dartmouth, ; Hanover, NH USA
                [2 ]ISNI 0000 0001 2171 9952, GRID grid.51462.34, Department of Medicine, , Memorial Sloan Kettering Cancer Center, ; New York, NY USA
                [3 ]ISNI 0000 0001 2297 5165, GRID grid.94365.3d, Division of Cancer Epidemiology and Genetics, National Cancer Institute, , National Institutes of Health, ; Bethesda, MD USA
                [4 ]ISNI 0000 0004 1936 8390, GRID grid.23856.3a, Institut universitaire de cardiologie et de pneumologie de Québec, Department of Molecular Medicine, , Laval University, ; Québec, Canada
                [5 ]ISNI 0000 0001 2160 926X, GRID grid.39382.33, The Institute for Clinical and Translational Research, Baylor College of Medicine, ; Houston, TX USA
                [6 ]GRID grid.492573.e, Lunenfeld-Tanenbaum Research Institute, , Sinai Health System and University of Toronto, ; Toronto, Canada
                [7 ]ISNI 0000000405980095, GRID grid.17703.32, International Agency for Research on Cancer, World Health Organization, ; Lyon, France
                [8 ]ISNI 000000041936754X, GRID grid.38142.3c, Department of Environmental Health, , Harvard T.H. Chan School of Public Health, ; Boston, MA USA
                [9 ]Department of Medicine, Massachusetts General Hospital/Harvard, Boston, MA USA
                [10 ]ISNI 0000 0004 0646 7373, GRID grid.4973.9, Department of Clinical Biochemistry, Herlev and Gentofte Hospital, , Copenhagen University Hospital, ; Copenhagen, Denmark
                [11 ]ISNI 0000 0001 0674 042X, GRID grid.5254.6, Faculty of Health and Medical Sciences, , University of Copenhagen, ; Copenhagen, Denmark
                [12 ]ISNI 0000 0004 0646 7402, GRID grid.411646.0, Copenhagen General Population Study, , Herlev and Gentofte Hospital, ; Copenhagen, Denmark
                [13 ]ISNI 0000 0001 2188 0957, GRID grid.410445.0, Epidemiology Program, , University of Hawaii Cancer Center, ; Honolulu, HI USA
                [14 ]Department of Genetic Epidemiology, University Medical Center, Georg-August-University Göttingen, Göttingen, Germany
                [15 ]ISNI 0000 0001 0482 5331, GRID grid.411984.1, Department of Thoracic Surgery, Division of Epidemiology, , Vanderbilt University Medical Center, ; Göttingen, Germany
                [16 ]ISNI 0000 0001 2164 3847, GRID grid.67105.35, Department of Epidemiology and Biostatistics, School of Medicine, , Case Western Reserve University, ; Cleveland, OH USA
                [17 ]ISNI 0000 0001 2164 6351, GRID grid.10863.3c, IUOPA. University of Oviedo and CIBERESP, Faculty of Medicine, Campus del Cristo s/n, ; Oviedo, Spain
                [18 ]ISNI 0000000121102151, GRID grid.6451.6, Clalit National Cancer Control Center at Carmel Medical Center and Technion Faculty of Medicine, ; Haifa, Israel
                [19 ]ISNI 0000 0001 2180 1622, GRID grid.270240.3, Public Health Sciences Division, , Fred Hutchinson Cancer Research Center, ; Seattle, WA USA
                [20 ]ISNI 0000 0004 0440 749X, GRID grid.413480.a, The Norris Cotton Cancer Center, Dartmouth-Hitchcock Medical Center, ; Lebanon, NH USA
                [21 ]ISNI 0000 0004 1936 8470, GRID grid.10025.36, Roy Castle lung Cancer Research Programme, Institute of Translational Medicine, , University of Liverpool, ; Liverpool, United Kingdom
                [22 ]ISNI 0000 0004 0444 9382, GRID grid.10417.33, Radboud University Medical Center, Radboud Institute for Health Sciences, ; Nijmegen, The Netherlands
                [23 ]ISNI 0000 0001 2157 6568, GRID grid.30064.31, Department of Pharmaceutical Sciences, , College of Pharmacy, Washington State University, ; Spokane, WA USA
                [24 ]ISNI 0000 0004 0630 3985, GRID grid.416876.a, National Institute of Occupational Health, ; Oslo, Norway
                [25 ]ISNI 0000 0001 0702 3000, GRID grid.248762.d, British Columbia Cancer Agency, ; Vancouver, Canada
                [26 ]ISNI 0000 0000 9891 5233, GRID grid.468198.a, Department of Cancer Epidemiology, , H. Lee Moffitt Cancer Center and Research Institute, ; Tampa, FL USA
                [27 ]ISNI 0000 0001 2179 2404, GRID grid.254880.3, Department of Epidemiology, , Geisel School of Medicine, ; Hanover, NH USA
                [28 ]ISNI 0000 0004 1757 8749, GRID grid.414818.0, Department of Preventive Medicine, , IRCCS Foundation Ca’ Granda Ospedale Maggiore Policlinico, ; Milan, Italy
                [29 ]ISNI 0000 0004 1757 2822, GRID grid.4708.b, Department of Clinical Sciences and Community Health, , University of Milan, ; Milan, Italy
                [30 ]University Health Network- The Princess Margaret Cancer Centre, Toronto, CA USA
                [31 ]Department of Oncology, Herlev and Gentofte Hospital, Copenhagen University Hospital, Copenhagen, Denmark
                [32 ]ISNI 0000 0001 2156 6853, GRID grid.42505.36, Department of Preventive Medicine, , Keck School of Medicine, University of Southern California Norris Comprehensive Cancer Center, ; Los Angeles, CA USA
                [33 ]ISNI 0000 0001 0727 6358, GRID grid.263333.4, Department of Integrative Bioscience & Biotechnology, , Sejong University, ; Gwangjin-gu, Seoul Republic of Korea
                [34 ]ISNI 0000 0001 0930 2361, GRID grid.4514.4, Department of Pathology, , Lund University, ; Lund, Sweden
                [35 ]ISNI 0000 0001 0930 2361, GRID grid.4514.4, Faculty of Medicine, , Lund University, ; Lund, Sweden
                [36 ]ISNI 0000 0001 2113 8111, GRID grid.7445.2, School of Public Health, St Mary’s Campus, Imperial College London, ; London, UK
                [37 ]GRID grid.424637.0, Hellenic Health Foundation, ; Athens, GR Greece
                [38 ]Cancer Registry and Histopathology Department, “Civic - M.P. Arezzo” Hospital, Asp Ragusa, Italy
                [39 ]ISNI 0000 0001 2180 1622, GRID grid.270240.3, Fred Hutchinson Cancer Research Center, ; Seattle, WA USA
                [40 ]Swedish Medical Group, Seattle, WA USA
                [41 ]ISNI 0000 0004 1936 9262, GRID grid.11835.3e, Department of Oncology and Metabolism, , University of Sheffield, ; Sheffield, UK
                [42 ]ISNI 0000 0004 0483 2525, GRID grid.4567.0, Research Unit of Molecular Epidemiology, Institute of Epidemiology II, Helmholtz Zentrum München, German Research Center for Environmental Health, ; Neuherberg, Germany
                [43 ]ISNI 0000 0001 0328 4908, GRID grid.5253.1, Thoraxklinik at University Hospital Heidelberg, ; Heidelberg, Germany
                [44 ]ISNI 0000 0001 0328 4908, GRID grid.5253.1, Translational Lung Research Center Heidelberg (TLRC-H), ; Heidelberg, Germany
                [45 ]ISNI 0000000110156330, GRID grid.7039.d, University of Salzburg and Cancer Cluster Salzburg, ; Salzburg, Austria
                [46 ]ISNI 0000 0001 1034 3451, GRID grid.12650.30, Department of Medical Biosciences, , Umeå University, ; Umeå, Sweden
                [47 ]ISNI 0000 0001 1034 3451, GRID grid.12650.30, Department of Radiation Sciences, , Umeå University, ; Umeå, Sweden
                [48 ]ISNI 0000 0001 2150 066X, GRID grid.415224.4, Princess Margaret Cancer Centre, ; Toronto, Canada
                [49 ]ISNI 0000 0004 1936 8438, GRID grid.266539.d, University of Kentucky, Markey Cancer Center, ; Lexington, KY USA
                [50 ]ISNI 0000 0000 9891 5233, GRID grid.468198.a, Department of Thoracic Oncology, , H. Lee Moffitt Cancer Center and Research Institute, ; Tampa, FL USA
                [51 ]ISNI 0000 0004 4690 4048, GRID grid.488934.a, Institute of Pneumology “Marius Nasta”, ; Bucharest, Romania
                [52 ]ISNI 0000 0004 1937 116X, GRID grid.4491.8, Charles University, 1st Faculty of Medicine, ; Prague, Czech Republic
                [53 ]ISNI 0000 0001 1245 3953, GRID grid.10979.36, Faculty of Health Sciences, , Palacky University, ; Olomouc, Czech Republic
                [54 ]ISNI 0000 0001 2166 9385, GRID grid.7149.b, Clinical Center of Serbia, Clinic for Pulmonology, School of Medicine, , University of Belgrade, ; Belgrade, Serbia
                [55 ]ISNI 0000 0004 0540 2543, GRID grid.418165.f, Department of Cancer Epidemiology and Prevention, , M. Sklodowska-Curie Institute – Oncology Center, ; Warsaw, Poland
                [56 ]GRID grid.466123.4, Department of Epidemiology and Prevention, , Russian N.N.Blokhin Cancer Research Centre, ; Moscow, Russian Federation
                [57 ]International Organization for Cancer Prevention and Research, Belgrade, Serbia
                [58 ]ISNI 0000 0001 0831 3165, GRID grid.419019.4, Department of Surgery, , National Tuberculosis and Lung Diseases Research Institute, ; Warsaw, Poland
                [59 ]ISNI 0000 0001 1156 5347, GRID grid.418868.b, Nofer Institute of Occupational Medicine, Department of Environmental Epidemiology, ; Lodz, Poland
                [60 ]ISNI 0000 0004 1936 7443, GRID grid.7914.b, Department of Clinical Science, , University of Bergen, ; Bergen, Norway
                [61 ]ISNI 0000 0004 0456 9819, GRID grid.478063.e, University of Pittsburgh Cancer Institute, ; Pittsburgh, USA
                [62 ]ISNI 0000 0001 2171 9952, GRID grid.51462.34, Department of Pathology, , Memorial Sloan Kettering Cancer Center, ; New York, USA
                [63 ]ISNI 0000 0001 2171 9952, GRID grid.51462.34, Marie-Josée and Henry R. KravisCenter for Molecular Oncology, Memorial Sloan Kettering Cancer Center, ; New York, USA
                [64 ]ISNI 0000 0001 2171 9952, GRID grid.51462.34, Department of Epidemiology and Biostatistics, , Memorial Sloan Kettering Cancer Center, ; New York, USA
                [65 ]ISNI 0000 0001 1271 4623, GRID grid.18886.3f, The Institute of Cancer Research, ; London, UK
                [66 ]ISNI 0000 0001 2157 2938, GRID grid.17063.33, University of Toronto, ; Toronto, Canada
                [67 ]ISNI 0000 0004 0371 6485, GRID grid.422418.9, American Cancer Society, Inc., ; Atlanta, GA USA
                [68 ]ISNI 0000 0001 2260 0793, GRID grid.417993.1, Merck Research Laboratories, Genetics and Pharmacogenomics, ; Boston, MA USA
                [69 ]ISNI 0000 0000 8589 2327, GRID grid.416553.0, The University of British Columbia Centre for Heart Lung Innovation, St Paul’s Hospital, ; Vancouver, BC Canada
                [70 ]ISNI 0000 0000 9558 4598, GRID grid.4494.d, University of Groningen, University Medical Center Groningen, Department of Pathology and Medical Biology, GRIAC research institute, ; Groningen, The Netherlands
                [71 ]ISNI 0000 0004 1936 8411, GRID grid.9918.9, Genetic Epidemiology Group, Department of Health Sciences, , University of Leicester, ; Leicester, LE1 7RH UK
                [72 ]ISNI 0000 0004 0400 6581, GRID grid.412925.9, National Institute for Health Research (NIHR) Leicester Respiratory Biomedical Research Unit, Glenfield Hospital, ; Leicester, UK
                [73 ]ISNI 0000 0001 2291 4776, GRID grid.240145.6, Department of Biostatistics, , The University of Texas MD Anderson Cancer Center, ; Houston, TX USA
                [74 ]ISNI 0000 0004 0492 0584, GRID grid.7497.d, Division of Clinical Epidemiology and Aging Research, , German Cancer Research Center (DKFZ), ; Heidelberg, Germany
                [75 ]Dan L Duncan Comprehensive Cancer Center, 7200 Cambridge St., 7th Floor, Houston, TX 77030 USA
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                http://orcid.org/0000-0002-3067-3711
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                http://orcid.org/0000-0002-9729-6519
                http://orcid.org/0000-0001-5150-1209
                http://orcid.org/0000-0002-8512-068X
                http://orcid.org/0000-0003-3241-3216
                http://orcid.org/0000-0002-0261-3252
                http://orcid.org/0000-0003-3861-4297
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                http://orcid.org/0000-0002-8540-7023
                Article
                15905
                10.1038/s41467-020-15905-6
                7214407
                32393777
                5e906d8b-be51-40eb-8386-06c7c817167d
                © The Author(s) 2020

                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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/.

                History
                : 12 July 2019
                : 25 March 2020
                Funding
                Funded by: FundRef https://doi.org/10.13039/100010260, Union for International Cancer Control (UICC);
                Funded by: FundRef https://doi.org/10.13039/100004917, Cancer Prevention and Research Institute of Texas (Cancer Prevention Research Institute of Texas);
                Award ID: RR170048
                Award Recipient :
                Funded by: National Institutes of Health (NIH) for the research of lung cancer (grant P30CA023108 and P20GM103534); Transdisciplinary Research in Cancer of the Lung (TRICL) (grant U19CA148127) and Integral (U19CA203654).
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                © The Author(s) 2020

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                cancer,computational biology and bioinformatics,genetics
                Uncategorized
                cancer, computational biology and bioinformatics, genetics

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