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المؤلفون: Daly S, Rinewalt D, Fhied C, Basu S, Mahon B, Liptay MJ, Hong E, Chmielewski G, Yoder MA, Shah PN, Edell ES, Maldonado F, Bungum AO, Borgia JA, Daly, Shaun, Rinewalt, Daniel, Fhied, Cristina, Basu, Sanjib, Mahon, Brett, Liptay, Michael J

المصدر: Journal of Thoracic Oncology; 2013 Jan, Vol. 8 Issue 1, p31-36, 6p

المؤلفون: Naso JR; Department of Laboratory Medicine and Pathology, Mayo Clinic Rochester, Rochester, Minnesota, USA., Chan J; Department of Laboratory Medicine and Pathology, Mayo Clinic Rochester, Rochester, Minnesota, USA., Reisenauer J; Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, Mayo Clinic, Rochester, Minnesota, USA.; Division of Thoracic Surgery, Department of Surgery, Mayo Clinic, Rochester, Minnesota, USA., Edell ES; Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, Mayo Clinic, Rochester, Minnesota, USA., Stackhouse K; Department of Laboratory Medicine and Pathology, Mayo Clinic Rochester, Rochester, Minnesota, USA., Bungum AO; Division of Thoracic Surgery, Department of Surgery, Mayo Clinic, Rochester, Minnesota, USA., Vierkant RA; Department of Quantitative Health Sciences, Mayo Clinic, Rochester, Minnesota, USA., Pierson K; Clinical Research Office, Department of Surgery, Mayo Clinic, Rochester, Minnesota, USA., Seidl A; Department of Practice Optimization and Acceleration, Mayo Clinic, Rochester, Minnesota, USA., Sturgis CD; Department of Laboratory Medicine and Pathology, Mayo Clinic Rochester, Rochester, Minnesota, USA., Meroueh C; Department of Laboratory Medicine and Pathology, Mayo Clinic Rochester, Rochester, Minnesota, USA., Huang Y; Department of Laboratory Medicine and Pathology, Mayo Clinic Rochester, Rochester, Minnesota, USA., Hartley CP; Department of Laboratory Medicine and Pathology, Mayo Clinic Rochester, Rochester, Minnesota, USA.

المصدر: Diagnostic cytopathology [Diagn Cytopathol] 2023 Sep; Vol. 51 (9), pp. 554-562. Date of Electronic Publication: 2023 Jun 08.

نوع المنشور: Journal Article

بيانات الدورية: Publisher: Wiley-Liss Country of Publication: United States NLM ID: 8506895 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1097-0339 (Electronic) Linking ISSN: 10970339 NLM ISO Abbreviation: Diagn Cytopathol Subsets: MEDLINE

مواضيع طبية MeSH: Microscopy* , Telepathology*/methods, Humans ; Cytodiagnosis/methods ; Cytological Techniques/methods ; Biopsy, Fine-Needle/methods

المؤلفون: Dolezal JM; Section of Hematology/Oncology, Department of Medicine, University of Chicago Medical Center, Chicago, IL, USA., Srisuwananukorn A; Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA., Karpeyev D; DV Group, LLC, Chicago, IL, USA., Ramesh S; Section of Hematology/Oncology, Department of Medicine, University of Chicago Medical Center, Chicago, IL, USA., Kochanny S; Section of Hematology/Oncology, Department of Medicine, University of Chicago Medical Center, Chicago, IL, USA., Cody B; Department of Pathology, University of Chicago, Chicago, IL, USA., Mansfield AS; Division of Medical Oncology, Mayo Clinic, Rochester, MN, USA., Rakshit S; Division of Medical Oncology, Mayo Clinic, Rochester, MN, USA., Bansal R; Division of Medical Oncology, Mayo Clinic, Rochester, MN, USA., Bois MC; Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA., Bungum AO; Divisions of Pulmonary Medicine and Critical Care, Mayo Clinic, Rochester, MN, USA., Schulte JJ; Department of Pathology and Laboratory Medicine, University of Wisconsin at Madison, Madison, WN, USA., Vokes EE; Section of Hematology/Oncology, Department of Medicine, University of Chicago Medical Center, Chicago, IL, USA., Garassino MC; Section of Hematology/Oncology, Department of Medicine, University of Chicago Medical Center, Chicago, IL, USA., Husain AN; Department of Pathology, University of Chicago, Chicago, IL, USA., Pearson AT; Section of Hematology/Oncology, Department of Medicine, University of Chicago Medical Center, Chicago, IL, USA. apearson5@medicine.bsd.uchicago.edu.

المصدر: Nature communications [Nat Commun] 2022 Nov 02; Vol. 13 (1), pp. 6572. Date of Electronic Publication: 2022 Nov 02.

نوع المنشور: Journal Article; Research Support, U.S. Gov't, Non-P.H.S.; Research Support, N.I.H., Extramural; Research Support, Non-U.S. Gov't

بيانات الدورية: Publisher: Nature Pub. Group Country of Publication: England NLM ID: 101528555 Publication Model: Electronic Cited Medium: Internet ISSN: 2041-1723 (Electronic) Linking ISSN: 20411723 NLM ISO Abbreviation: Nat Commun Subsets: MEDLINE

مواضيع طبية MeSH: Deep Learning* , Adenocarcinoma*/pathology , Carcinoma, Squamous Cell*, Humans ; Uncertainty

المؤلفون: Murphy SJ; Center for Individualized Medicine, Bio-marker Discovery Program, Mayo Clinic, Rochester, MN, United States. Electronic address: murphy.stephen@mayo.edu., Harris FR; Center for Individualized Medicine, Bio-marker Discovery Program, Mayo Clinic, Rochester, MN, United States., Smadbeck JB; Center for Individualized Medicine, Bio-marker Discovery Program, Mayo Clinic, Rochester, MN, United States., Serla V; Center for Individualized Medicine, Bio-marker Discovery Program, Mayo Clinic, Rochester, MN, United States; Departments of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, United States., Karagouga G; Center for Individualized Medicine, Bio-marker Discovery Program, Mayo Clinic, Rochester, MN, United States., Johnson SH; Center for Individualized Medicine, Bio-marker Discovery Program, Mayo Clinic, Rochester, MN, United States., Kosari F; Center for Individualized Medicine, Bio-marker Discovery Program, Mayo Clinic, Rochester, MN, United States., Pierson KE; Departments of Thoracic Surgery, Mayo Clinic, Rochester, MN, United States., Bungum AO; Departments of Pulmonary and Critical Care Medicine, Mayo Clinic, Rochester, MN, United States., Edell ES; Departments of Pulmonary and Critical Care Medicine, Mayo Clinic, Rochester, MN, United States., Mansfield AS; Medical Oncology, Mayo Clinic, Rochester, MN, United States., Wigle DA; Departments of Thoracic Surgery, Mayo Clinic, Rochester, MN, United States., Kipp BR; Departments of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, United States., Vasmatzis G; Center for Individualized Medicine, Bio-marker Discovery Program, Mayo Clinic, Rochester, MN, United States. Electronic address: vasmatzis.george@mayo.edu., Aubry MC; Departments of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, United States. Electronic address: aubry.mariechristine@mayo.edu.

المصدر: Genomics [Genomics] 2020 Nov; Vol. 112 (6), pp. 5313-5323. Date of Electronic Publication: 2020 Nov 02.

نوع المنشور: Journal Article; Research Support, Non-U.S. Gov't

بيانات الدورية: Publisher: Academic Press Country of Publication: United States NLM ID: 8800135 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1089-8646 (Electronic) Linking ISSN: 08887543 NLM ISO Abbreviation: Genomics Subsets: MEDLINE

مواضيع طبية MeSH: High-Throughput Nucleotide Sequencing* , Sequence Analysis, DNA*, Neoplasms/*genetics, Alleles ; Biopsy, Large-Core Needle ; Cytological Techniques ; Genomics/methods ; Humans ; Loss of Heterozygosity ; Neoplasms/pathology ; Exome Sequencing

المؤلفون: Mansfield AS; Division of Medical Oncology, Mayo Clinic, Rochester, Minnesota., Peikert T; Division of Pulmonary Medicine and Critical Care, Mayo Clinic, Rochester, Minnesota., Smadbeck JB; Center for Individualized Medicine, Biomarker Discovery Group, Mayo Clinic, Rochester, Minnesota., Udell JBM; Center for International Blood and Marrow Transplant Research, Minneapolis, Minnesota., Garcia-Rivera E; nference, Cambridge, Massachusetts., Elsbernd L; Department of Immunology, Mayo Clinic, Rochester, Minnesota., Erskine CL; Department of Immunology, Mayo Clinic, Rochester, Minnesota., Van Keulen VP; Department of Immunology, Mayo Clinic, Rochester, Minnesota., Kosari F; Center for Individualized Medicine, Biomarker Discovery Group, Mayo Clinic, Rochester, Minnesota., Murphy SJ; Center for Individualized Medicine, Biomarker Discovery Group, Mayo Clinic, Rochester, Minnesota., Ren H; Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, Minnesota., Serla VV; Center for Individualized Medicine, Biomarker Discovery Group, Mayo Clinic, Rochester, Minnesota., Schaefer Klein JL; Center for Individualized Medicine, Biomarker Discovery Group, Mayo Clinic, Rochester, Minnesota., Karagouga G; Center for Individualized Medicine, Biomarker Discovery Group, Mayo Clinic, Rochester, Minnesota., Harris FR; Center for Individualized Medicine, Biomarker Discovery Group, Mayo Clinic, Rochester, Minnesota., Sosa C; Center for Individualized Medicine, Biomarker Discovery Group, Mayo Clinic, Rochester, Minnesota., Johnson SH; Center for Individualized Medicine, Biomarker Discovery Group, Mayo Clinic, Rochester, Minnesota., Nevala W; Department of Immunology, Mayo Clinic, Rochester, Minnesota., Markovic SN; Division of Medical Oncology, Mayo Clinic, Rochester, Minnesota., Bungum AO; Division of Pulmonary Medicine and Critical Care, Mayo Clinic, Rochester, Minnesota., Edell ES; Division of Pulmonary Medicine and Critical Care, Mayo Clinic, Rochester, Minnesota., Dong H; Department of Immunology, Mayo Clinic, Rochester, Minnesota; Department of Urology, Mayo Clinic, Rochester, Minnesota., Cheville JC; Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, Minnesota., Aubry MC; Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, Minnesota., Jen J; Medical Genome Facility, Mayo Clinic, Rochester, Minnesota., Vasmatzis G; Center for Individualized Medicine, Biomarker Discovery Group, Mayo Clinic, Rochester, Minnesota. Electronic address: vasmatzis.george@mayo.edu.

المصدر: Journal of thoracic oncology : official publication of the International Association for the Study of Lung Cancer [J Thorac Oncol] 2019 Feb; Vol. 14 (2), pp. 276-287. Date of Electronic Publication: 2018 Oct 10.

نوع المنشور: Journal Article; Research Support, N.I.H., Extramural; Research Support, Non-U.S. Gov't

بيانات الدورية: Publisher: Elsevier Country of Publication: United States NLM ID: 101274235 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1556-1380 (Electronic) Linking ISSN: 15560864 NLM ISO Abbreviation: J Thorac Oncol Subsets: MEDLINE

مواضيع طبية MeSH: Chromothripsis*, Antigens/*genetics , Mesothelioma/*genetics , Pleural Neoplasms/*genetics , Transcriptome/*genetics, Clonal Selection, Antigen-Mediated ; Computer Simulation ; DNA, Neoplasm/analysis ; Gene Dosage ; Gene Rearrangement ; Genomics ; HLA-A Antigens/genetics ; HLA-B Antigens/genetics ; Humans ; Lymphocytes, Tumor-Infiltrating ; Mesothelioma/pathology ; Peptides/genetics ; Peptides/immunology ; Pleural Neoplasms/pathology ; Receptors, Antigen, T-Cell/genetics ; Sequence Analysis, DNA/methods ; Sequence Analysis, RNA ; Survival Rate ; T-Lymphocytes/immunology

المؤلفون: Tessema M; Lung Cancer Program, Lovelace Respiratory Research Institute, Albuquerque, NM, USA. Electronic address: mtessema@LRRI.org., Yingling CM; Lung Cancer Program, Lovelace Respiratory Research Institute, Albuquerque, NM, USA., Picchi MA; Lung Cancer Program, Lovelace Respiratory Research Institute, Albuquerque, NM, USA., Wu G; Lung Cancer Program, Lovelace Respiratory Research Institute, Albuquerque, NM, USA., Ryba T; Division of Natural Sciences, New College of Florida, Sarasota, FL, USA., Lin Y; Lung Cancer Program, Lovelace Respiratory Research Institute, Albuquerque, NM, USA., Bungum AO; Departments of Medicine, Division of Pulmonary and Critical Care Medicine, Mayo Clinic, Rochester, MN, USA., Edell ES; Departments of Medicine, Division of Pulmonary and Critical Care Medicine, Mayo Clinic, Rochester, MN, USA., Spira A; Department of Medicine, Boston University, Boston, MA, USA., Belinsky SA; Lung Cancer Program, Lovelace Respiratory Research Institute, Albuquerque, NM, USA.

المصدر: Cancer letters [Cancer Lett] 2017 Dec 01; Vol. 410, pp. 191-200. Date of Electronic Publication: 2017 Sep 29.

نوع المنشور: Comparative Study; Journal Article

بيانات الدورية: Publisher: Elsevier Science Ireland Country of Publication: Ireland NLM ID: 7600053 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1872-7980 (Electronic) Linking ISSN: 03043835 NLM ISO Abbreviation: Cancer Lett Subsets: MEDLINE

مواضيع طبية MeSH: DNA Methylation* , Epigenesis, Genetic*, Adenocarcinoma/*genetics , Ankyrins/*genetics , Carcinoma, Non-Small-Cell Lung/*genetics , Carcinoma, Squamous Cell/*genetics , Lung Neoplasms/*genetics , MicroRNAs/*genetics , Smoking/*adverse effects, Adenocarcinoma/etiology ; Adenocarcinoma/metabolism ; Adenocarcinoma/pathology ; Adenocarcinoma of Lung ; Ankyrins/metabolism ; Carcinoma, Non-Small-Cell Lung/etiology ; Carcinoma, Non-Small-Cell Lung/metabolism ; Carcinoma, Non-Small-Cell Lung/pathology ; Carcinoma, Squamous Cell/etiology ; Carcinoma, Squamous Cell/metabolism ; Carcinoma, Squamous Cell/pathology ; Cell Line, Tumor ; CpG Islands ; Databases, Genetic ; Down-Regulation ; Gene Expression Regulation, Neoplastic ; Humans ; Introns ; Lung Neoplasms/etiology ; Lung Neoplasms/metabolism ; Lung Neoplasms/pathology ; MicroRNAs/metabolism ; Promoter Regions, Genetic ; Risk Factors

المؤلفون: Birse CE; Celera employees during the course of these studies, Celera, 1311 Harbor Bay Parkway, Alameda, CA 94502 USA., Lagier RJ; Celera employees during the course of these studies, Celera, 1311 Harbor Bay Parkway, Alameda, CA 94502 USA., FitzHugh W; Celera employees during the course of these studies, Celera, 1311 Harbor Bay Parkway, Alameda, CA 94502 USA., Pass HI; Department of Cardiothoracic Surgery, NYU Langone Medical Center, 530 First Avenue, New York, NY USA., Rom WN; Division of Pulmonary, Critical Care, and Sleep Medicine, NYU School of Medicine, New York, NY USA., Edell ES; Division of Pulmonary and Critical Care Medicine, Mayo Clinic, Rochester, MN USA., Bungum AO; Division of Pulmonary and Critical Care Medicine, Mayo Clinic, Rochester, MN USA., Maldonado F; Division of Pulmonary and Critical Care Medicine, Mayo Clinic, Rochester, MN USA., Jett JR; Division of Oncology, National Jewish Health, Denver, CO USA., Mesri M; Celera employees during the course of these studies, Celera, 1311 Harbor Bay Parkway, Alameda, CA 94502 USA., Sult E; Celera employees during the course of these studies, Celera, 1311 Harbor Bay Parkway, Alameda, CA 94502 USA., Joseloff E; Celera employees during the course of these studies, Celera, 1311 Harbor Bay Parkway, Alameda, CA 94502 USA., Li A; Celera employees during the course of these studies, Celera, 1311 Harbor Bay Parkway, Alameda, CA 94502 USA., Heidbrink J; Celera employees during the course of these studies, Celera, 1311 Harbor Bay Parkway, Alameda, CA 94502 USA., Dhariwal G; Celera employees during the course of these studies, Celera, 1311 Harbor Bay Parkway, Alameda, CA 94502 USA., Danis C; Celera employees during the course of these studies, Celera, 1311 Harbor Bay Parkway, Alameda, CA 94502 USA., Tomic JL; Celera employees during the course of these studies, Celera, 1311 Harbor Bay Parkway, Alameda, CA 94502 USA., Bruce RJ; Celera employees during the course of these studies, Celera, 1311 Harbor Bay Parkway, Alameda, CA 94502 USA., Moore PA; Celera employees during the course of these studies, Celera, 1311 Harbor Bay Parkway, Alameda, CA 94502 USA., He T; Celera employees during the course of these studies, Celera, 1311 Harbor Bay Parkway, Alameda, CA 94502 USA., Lewis ME; Celera employees during the course of these studies, Celera, 1311 Harbor Bay Parkway, Alameda, CA 94502 USA., Ruben SM; Celera employees during the course of these studies, Celera, 1311 Harbor Bay Parkway, Alameda, CA 94502 USA.

المصدر: Clinical proteomics [Clin Proteomics] 2015 Jul 16; Vol. 12 (1), pp. 18. Date of Electronic Publication: 2015 Jul 16 (Print Publication: 2015).

نوع المنشور: Journal Article

بيانات الدورية: Publisher: BioMed Central Country of Publication: England NLM ID: 101184586 Publication Model: eCollection Cited Medium: Print ISSN: 1542-6416 (Print) Linking ISSN: 15426416 NLM ISO Abbreviation: Clin Proteomics Subsets: PubMed not MEDLINE

المؤلفون: Jang JS; Departments of Medicine, Division of Pulmonary and Critical Care Medicine, Mayo Clinic, Rochester, MN., Lee A; Molecular Pharmacology and Experimental Therapeutics, Mayo Clinic, Rochester, MN., Li J; Departments of Medicine, Division of Pulmonary and Critical Care Medicine, Mayo Clinic, Rochester, MN.; Department of Oncology and Hematology, China-Japan Union Hospital of Jilin University, Jilin, China., Liyanage H; Sequenom, Inc., San Diego, CA, USA., Yang Y; Departments of Medicine, Division of Pulmonary and Critical Care Medicine, Mayo Clinic, Rochester, MN., Guo L; Departments of Medicine, Division of Pulmonary and Critical Care Medicine, Mayo Clinic, Rochester, MN., Asmann YW; Health Science Research, Mayo Clinic, Rochester, MN., Li PW; Health Science Research, Mayo Clinic, Rochester, MN., Erickson-Johnson M; Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN., Sakai Y; Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN., Sun Z; Health Science Research, Mayo Clinic, Rochester, MN., Jeon HS; Molecular Diagnostics and Imaging Center, School of Medicine, Kyungpook National University, Daegu, Korea., Hwang H; New Drug Development Center, Daegu-Gyeongbuk Medical Innovation Foundation, Daegu, Korea., Bungum AO; Departments of Medicine, Division of Pulmonary and Critical Care Medicine, Mayo Clinic, Rochester, MN., Edell ES; Departments of Medicine, Division of Pulmonary and Critical Care Medicine, Mayo Clinic, Rochester, MN., Simon VA; Gene Expression Core, Mayo Clinic, Rochester, MN., Kopp KJ; Biospecimen Accessioning and Processing Core, Mayo Clinic, Rochester, MN., Eckloff B; DNA Sequencing Core, Mayo Clinic, Rochester, MN., Oliveira AM; Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN., Wieben E; DNA Sequencing Core, Mayo Clinic, Rochester, MN., Aubry MC; Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN., Yi E; Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN., Wigle D; Thoracic Surgery, Mayo Clinic, Rochester, MN., Diasio RB; Molecular Pharmacology and Experimental Therapeutics, Mayo Clinic, Rochester, MN., Yang P; Health Science Research, Mayo Clinic, Rochester, MN., Jen J; Departments of Medicine, Division of Pulmonary and Critical Care Medicine, Mayo Clinic, Rochester, MN.; Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN.; Gene Expression Core, Mayo Clinic, Rochester, MN.

المصدر: Scientific reports [Sci Rep] 2015 May 18; Vol. 5, pp. 9755. Date of Electronic Publication: 2015 May 18.

نوع المنشور: Journal Article; Research Support, Non-U.S. Gov't

بيانات الدورية: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE

مواضيع طبية MeSH: Mutation*, Adenocarcinoma/*genetics , Lung Neoplasms/*genetics , Nuclear Proteins/*genetics , Oncogene Proteins, Fusion/*genetics , Proto-Oncogene Proteins B-raf/*genetics, Adenocarcinoma/metabolism ; Adenocarcinoma/pathology ; Adenocarcinoma of Lung ; Aged ; Aged, 80 and over ; Biomarkers, Tumor ; Endonucleases ; Extracellular Signal-Regulated MAP Kinases/metabolism ; Female ; Gene Order ; Humans ; Lung Neoplasms/metabolism ; Lung Neoplasms/pathology ; Male ; Middle Aged ; Mitogen-Activated Protein Kinases/metabolism ; Neoplasm Staging ; Nuclear Proteins/metabolism ; Oncogene Proteins, Fusion/metabolism ; Oncogenes ; Phosphorylation ; Proto-Oncogene Proteins B-raf/metabolism ; Reproducibility of Results ; Transcription, Genetic

المؤلفون: Li Y; Department of Epidemiology, College of Preventive Medicine, Third Military Medical University, Chongqing, People's Republic of China., Tang H, Sun Z, Bungum AO, Edell ES, Lingle WL, Stoddard SM, Zhang M, Jen J, Yang P, Wang L

المصدر: Lung cancer (Amsterdam, Netherlands) [Lung Cancer] 2013 Apr; Vol. 80 (1), pp. 91-8. Date of Electronic Publication: 2013 Jan 26.

نوع المنشور: Journal Article; Research Support, N.I.H., Extramural; Research Support, Non-U.S. Gov't

بيانات الدورية: Publisher: Elsevier Scientific Publishers Country of Publication: Ireland NLM ID: 8800805 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1872-8332 (Electronic) Linking ISSN: 01695002 NLM ISO Abbreviation: Lung Cancer Subsets: MEDLINE

مواضيع طبية MeSH: Gene Expression Profiling* , Gene Expression Regulation, Neoplastic* , Gene Regulatory Networks*, Adenocarcinoma/*genetics , Cell Cycle Proteins/*genetics , Lung Neoplasms/*genetics, Adenocarcinoma/pathology ; Aged ; Aged, 80 and over ; Female ; Humans ; Lung Neoplasms/pathology ; Male ; Microtubule-Associated Proteins/genetics ; Middle Aged ; Models, Genetic ; Nuclear Proteins/genetics ; Oligonucleotide Array Sequence Analysis ; Predictive Value of Tests ; Prognosis ; Protein Serine-Threonine Kinases/genetics ; Survival Analysis ; Time Factors ; Ubiquitin-Conjugating Enzymes/genetics