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In Silico Evaluation of Nonsynonymous SNPs in Human ADAM33: The Most Common Form of Genetic Association to Asthma Susceptibility. COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE 2022; 2022:1089722. [DOI: 10.1155/2022/1089722] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/17/2022] [Revised: 09/09/2022] [Accepted: 10/07/2022] [Indexed: 11/13/2022]
Abstract
ADAM33 is a zinc-dependent metalloprotease of the ADAM family, which plays a vital biological role as an activator of Th2 cytokines and growth factors. Moreover, this protein is crucial for the normal development of the lung in the fetus two months after gestation leading to determining lung functions all over life. In this regard, mutations in ADAM33 have been linked with asthma risk factors. Consequently, identifying ADAM33 pathogenic nonsynonymous single-nucleotide polymorphisms (nsSNPs) can be very important in asthma treatment. In the present study, 1055 nsSNPs of human ADAM33 were analyzed using biocomputational software, 31 of which were found to be detrimental mutations. Precise structural and stability analysis revealed D219V, C669G, and C606S as the most destabilizing SNPs. Furthermore, MD simulations disclosed higher overall fluctuation and alteration in intramolecular interactions compared with the wild-type structure. Overall, the results suggest D219V, C669G, and C606S detrimental mutations as a starting point for further case-control studies on the ADAM33 protein as well as an essential source for future targeted mechanisms.
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Francis SS, Ostrom QT, Cote DJ, Smith TR, Claus E, Barnholtz-Sloan JS. The Epidemiology of Central Nervous System Tumors. Hematol Oncol Clin North Am 2022; 36:23-42. [PMID: 34801162 DOI: 10.1016/j.hoc.2021.08.012] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
This article reviews the current epidemiology of central nervous system tumors. Population-level basic epidemiology, nationally and internationally, and current understanding of germline genetic risk are discussed, with a focus on known and well-studied risk factors related to the etiology of central nervous system tumors.
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Affiliation(s)
- Stephen S Francis
- Department of Neurological Surgery, Division of Neuro and Molecular Epidemiology, University of California San Francisco School of Medicine, 1450 3rd Street, HD442, San Francisco, CA 94158, USA.
| | - Quinn T Ostrom
- Department of Neurosurgery, Duke University School of Medicine, 571 Research Drive, MSRB-1, Rm 442, Durham, NC 27710, USA
| | - David J Cote
- Department of Neurosurgery, Keck School of Medicine, University of Southern California, 1200 N State Street, Suite 3300, Los Angeles, CA 90033, USA
| | - Timothy R Smith
- Department of Neurosurgery, Computational Neuroscience Outcomes Center, Brigham and Women's Hospital, Harvard Medical School, 60 Fenwood Avenue, Boston, MA 02115, USA
| | - Elizabeth Claus
- Department of Neurosurgery, Yale University, Yale School of Public Health, Brigham and Women's Hospital, 60 College Street, New Haven, CT 06510, USA
| | - Jill S Barnholtz-Sloan
- Center for Biomedical Informatics and Information Technology, Trans-Divisional Research Program, Division of Cancer Epidemiology and Genetics, National Cancer Institute (NCI), NCI Shady Grove, 9609 Medical Center Dr, Rockville, MD 20850, USA
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Abstract
PURPOSE OF REVIEW Brain and other central nervous system (CNS) tumors, while rare, cause significant morbidity and mortality across all ages. This article summarizes the current state of the knowledge on the epidemiology of brain and other CNS tumors. RECENT FINDINGS For childhood and adolescent brain and other CNS tumors, high birth weight, non-chromosomal structural birth defects and higher socioeconomic position were shown to be risk factors. For adults, increased leukocyte telomere length, proportion of European ancestry, higher socioeconomic position, and HLA haplotypes increase risk of malignant brain tumors, while immune factors decrease risk. Although no risk factor accounting for a large proportion of brain and other CNS tumors has been discovered, the use of high throughput "omics" approaches and improved detection/measurement of environmental exposures will help us refine our current understanding of these factors and discover novel risk factors for this disease.
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Affiliation(s)
- Quinn T Ostrom
- Department of Neurosurgery, Duke University School of Medicine, Durham, NC, USA
| | - Stephen S Francis
- Department of Neurological Surgery, Division of Neuro and Molecular Epidemiology, University of California, San Francisco, CA, USA
| | - Jill S Barnholtz-Sloan
- Trans-Divisional Research Program, Division of Cancer Epidemiology and Genetics, and Center for Biomedical Informatics and Information Technology, National Cancer Institute, Bethesda, MD, USA.
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Lin HY, Huang PY, Cheng CH, Tung HY, Fang Z, Berglund AE, Chen A, French-Kwawu J, Harris D, Pow-Sang J, Yamoah K, Cleveland JL, Awasthi S, Rounbehler RJ, Gerke T, Dhillon J, Eeles R, Kote-Jarai Z, Muir K, Schleutker J, Pashayan N, Neal DE, Nielsen SF, Nordestgaard BG, Gronberg H, Wiklund F, Giles GG, Haiman CA, Travis RC, Stanford JL, Kibel AS, Cybulski C, Khaw KT, Maier C, Thibodeau SN, Teixeira MR, Cannon-Albright L, Brenner H, Kaneva R, Pandha H, Srinivasan S, Clements J, Batra J, Park JY. KLK3 SNP-SNP interactions for prediction of prostate cancer aggressiveness. Sci Rep 2021; 11:9264. [PMID: 33927218 PMCID: PMC8084951 DOI: 10.1038/s41598-021-85169-7] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2020] [Accepted: 02/24/2021] [Indexed: 02/06/2023] Open
Abstract
Risk classification for prostate cancer (PCa) aggressiveness and underlying mechanisms remain inadequate. Interactions between single nucleotide polymorphisms (SNPs) may provide a solution to fill these gaps. To identify SNP-SNP interactions in the four pathways (the angiogenesis-, mitochondria-, miRNA-, and androgen metabolism-related pathways) associated with PCa aggressiveness, we tested 8587 SNPs for 20,729 cases from the PCa consortium. We identified 3 KLK3 SNPs, and 1083 (P < 3.5 × 10-9) and 3145 (P < 1 × 10-5) SNP-SNP interaction pairs significantly associated with PCa aggressiveness. These SNP pairs associated with PCa aggressiveness were more significant than each of their constituent SNP individual effects. The majority (98.6%) of the 3145 pairs involved KLK3. The 3 most common gene-gene interactions were KLK3-COL4A1:COL4A2, KLK3-CDH13, and KLK3-TGFBR3. Predictions from the SNP interaction-based polygenic risk score based on 24 SNP pairs are promising. The prevalence of PCa aggressiveness was 49.8%, 21.9%, and 7.0% for the PCa cases from our cohort with the top 1%, middle 50%, and bottom 1% risk profiles. Potential biological functions of the identified KLK3 SNP-SNP interactions were supported by gene expression and protein-protein interaction results. Our findings suggest KLK3 SNP interactions may play an important role in PCa aggressiveness.
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Affiliation(s)
- Hui-Yi Lin
- Biostatistics Program, School of Public Health, Louisiana State University Health Sciences Center, New Orleans, LA, 70112, USA.
| | - Po-Yu Huang
- Computational Intelligence Technology Center, Industrial Technology Research Institute, Hsinchu, Taiwan
| | - Chia-Ho Cheng
- Department of Biostatistics and Bioinformatics, Moffitt Cancer Center & Research Institute, Tampa, FL, 33612, USA
| | - Heng-Yuan Tung
- Biostatistics Program, School of Public Health, Louisiana State University Health Sciences Center, New Orleans, LA, 70112, USA
| | - Zhide Fang
- Biostatistics Program, School of Public Health, Louisiana State University Health Sciences Center, New Orleans, LA, 70112, USA
| | - Anders E Berglund
- Department of Biostatistics and Bioinformatics, Moffitt Cancer Center & Research Institute, Tampa, FL, 33612, USA
| | - Ann Chen
- Department of Biostatistics and Bioinformatics, Moffitt Cancer Center & Research Institute, Tampa, FL, 33612, USA
| | - Jennifer French-Kwawu
- Biostatistics Program, School of Public Health, Louisiana State University Health Sciences Center, New Orleans, LA, 70112, USA
| | - Darian Harris
- Biostatistics Program, School of Public Health, Louisiana State University Health Sciences Center, New Orleans, LA, 70112, USA
| | - Julio Pow-Sang
- Department of Genitourinary Oncology, Moffitt Cancer Center & Research Institute, Tampa, FL, 33612, USA
| | - Kosj Yamoah
- Department of Radiation Oncology, Moffitt Cancer Center & Research Institute, Tampa, FL, 33612, USA
| | - John L Cleveland
- Department of Tumor Biology, Moffitt Cancer Center & Research Institute, Tampa, FL, 33612, USA
| | - Shivanshu Awasthi
- Department of Cancer Epidemiology, Moffitt Cancer Center & Research Institute, Tampa, FL, 33612, USA
| | - Robert J Rounbehler
- Department of Tumor Biology, Moffitt Cancer Center & Research Institute, Tampa, FL, 33612, USA
| | - Travis Gerke
- Department of Cancer Epidemiology, Moffitt Cancer Center & Research Institute, Tampa, FL, 33612, USA
| | - Jasreman Dhillon
- Department of Pathology, Moffitt Cancer Center & Research Institute, Tampa, FL, 33612, USA
| | - Rosalind Eeles
- The Institute of Cancer Research, London, SM2 5NG, UK
- Royal Marsden NHS Foundation Trust, London, SW3 6JJ, UK
| | | | - Kenneth Muir
- Division of Population Health, Health Services Research, and Primary Care, University of Manchester, Oxford Road, Manchester, M139PT, UK
- Warwick Medical School, University of Warwick, Coventry, UK
| | - Johanna Schleutker
- Institute of Biomedicine, University of Turku, Kiinamyllynkatu 10, 20014, Turku, Finland
- Department of Medical Genetics, Genomics, Laboratory Division, Turku University Hospital, PO Box 52, 20521, Turku, Finland
| | - Nora Pashayan
- Department of Applied Health Research, University College London, London, UK
- Centre for Cancer Genetic Epidemiology, Department of Oncology, University of Cambridge, Strangeways Laboratory, Worts Causeway, Cambridge, CB1 8RN, UK
- Department of Applied Health Research, University College London, London, WC1E 7HB, UK
| | - David E Neal
- Nuffield Department of Surgical Sciences, University of Oxford, Room 6603, Level 6, John Radcliffe Hospital, Headley Way, Headington, Oxford, OX3 9DU, UK
- Department of Oncology, University of Cambridge, Addenbrooke's Hospital, Hills Road, Box 279, Cambridge, CB2 0QQ, UK
| | - Sune F Nielsen
- Health and Medical Sciences, University of Copenhagen, 2200, Copenhagen, Denmark
- Department of Clinical Biochemistry, Herlev and Gentofte Hospital, Copenhagen University Hospital, Herlev, 2200, Copenhagen, Denmark
| | - Børge G Nordestgaard
- Health and Medical Sciences, University of Copenhagen, 2200, Copenhagen, Denmark
- Department of Clinical Biochemistry, Herlev and Gentofte Hospital, Copenhagen University Hospital, Herlev, 2200, Copenhagen, Denmark
| | - Henrik Gronberg
- Department of Medical Epidemiology and Biostatistics, Karolinska Institute, Stockholm, Sweden
| | - Fredrik Wiklund
- Department of Medical Epidemiology and Biostatistics, Karolinska Institute, Stockholm, Sweden
| | - Graham G Giles
- Cancer Epidemiology Division, Cancer Council Victoria, 615 St Kilda Road, Melbourne, VIC, 3004, Australia
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Grattan Street, Parkville, VIC, 3010, Australia
- Precision Medicine, School of Clinical Sciences at Monash Health, Monash University, Clayton, VIC, 3168, Australia
| | - Christopher A Haiman
- Center for Genetic Epidemiology, Department of Preventive Medicine, Keck School of Medicine, University of Southern California/Norris Comprehensive Cancer Center, Los Angeles, CA, 90015, USA
| | - Ruth C Travis
- Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford, OX3 7LF, UK
| | - Janet L Stanford
- Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, WA, 98109-1024, USA
- Department of Epidemiology, School of Public Health, University of Washington, Seattle, WA, 98195, USA
| | - Adam S Kibel
- Division of Urologic Surgery, Brigham and Womens Hospital, 75 Francis Street, Boston, MA, 02115, USA
| | - Cezary Cybulski
- Department of Genetics and Pathology, International Hereditary Cancer Center, Pomeranian Medical University, Szczecin, Poland
| | - Kay-Tee Khaw
- Clinical Gerontology Unit, University of Cambridge, Cambridge, CB2 2QQ, UK
| | - Christiane Maier
- Humangenetik Tuebingen, Paul-Ehrlich-Str 23, 72076, Tuebingen, Germany
| | - Stephen N Thibodeau
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, 55905, USA
| | - Manuel R Teixeira
- Department of Genetics, Portuguese Oncology Institute of Porto (IPO-Porto), Porto, Portugal
- Biomedical Sciences Institute (ICBAS), University of Porto, Porto, Portugal
| | - Lisa Cannon-Albright
- Division of Epidemiology, Department of Internal Medicine, University of Utah School of Medicine, Salt Lake City, UT, USA
- George E. Wahlen Department of Veterans Affairs Medical Center, Salt Lake City, UT, 84148, USA
| | - Hermann Brenner
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), 69120, Heidelberg, Germany
- German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), 69120, Heidelberg, Germany
- Division of Preventive Oncology, German Cancer Research Center (DKFZ) and National Center for Tumor Diseases (NCT), Im Neuenheimer Feld 460, 69120, Heidelberg, Germany
| | - Radka Kaneva
- Department of Medical Chemistry and Biochemistry, Molecular Medicine Center, Medical University of Sofia, Sofia, 2 Zdrave Str., 1431, Sofia, Bulgaria
| | - Hardev Pandha
- University of Surrey, Guildford, GU2 7XH, Surrey, UK
| | - Srilakshmi Srinivasan
- Translational Research Institute, Brisbane, QLD, 4102, Australia
- Australian Prostate Cancer Research Centre-Qld, Institute of Health and Biomedical Innovation and School of Biomedical Sciences, Queensland University of Technology, Brisbane, QLD, 4059, Australia
| | - Judith Clements
- Translational Research Institute, Brisbane, QLD, 4102, Australia
- Australian Prostate Cancer Research Centre-Qld, Institute of Health and Biomedical Innovation and School of Biomedical Sciences, Queensland University of Technology, Brisbane, QLD, 4059, Australia
| | - Jyotsna Batra
- Translational Research Institute, Brisbane, QLD, 4102, Australia
- Australian Prostate Cancer Research Centre-Qld, Institute of Health and Biomedical Innovation and School of Biomedical Sciences, Queensland University of Technology, Brisbane, QLD, 4059, Australia
| | - Jong Y Park
- Department of Cancer Epidemiology, Moffitt Cancer Center & Research Institute, Tampa, FL, 33612, USA
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Brenner AV, Inskip PD, Rusiecki J, Rabkin CS, Engels J, Pfeiffer RM. Serially measured pre-diagnostic levels of serum cytokines and risk of brain cancer in active component military personnel. Br J Cancer 2018; 119:893-900. [PMID: 30297770 PMCID: PMC6189110 DOI: 10.1038/s41416-018-0272-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2018] [Revised: 07/29/2018] [Accepted: 09/04/2018] [Indexed: 11/28/2022] Open
Abstract
Background There is growing evidence that history of allergic or autoimmune disease is associated with reduced risk of glioma, but few prospective studies have explored the biological basis. To assess associations with immune conditions and levels of 14 cytokines in serial prediagnostic serum samples, we conducted a study of glioma/brain cancer nested in a cohort of active component military personnel. Methods A total of 457 case-control sets were ascertained from the Department of Defense (DoD) Automated Central Tumour Registry, Defense Medical Surveillance System (DMSS) database, and DoD Serum Repository. These were individually matched on sex, race/ethnicity, birth year, number of serum samples (1, 2 or 3), and date(s) of sample collection. We obtained diagnoses of pre-existing immune-related conditions from the DMSS database and measured cytokines using Meso Scale Discovery assays. Statistical analyses included conditional logistic regression. Results Overall association between glioma and prior immune-related conditions was null. Higher levels of IL-15 and IL-16 were independently associated with lower glioma risks (Ptrend = 0.002 and Ptrend = 0.001); both associations were more pronounced in individuals with prior immune conditions (Pheterogeneity = 0.0009 and Pheterogeneity = 0.031). Conclusions Associations with pre-diagnostic levels of IL-15 and IL-16 and their modification by diagnosis of immune-related conditions support the importance of immune alterations in glioma aetiology years before diagnosis.
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Affiliation(s)
- Alina V Brenner
- Radiation Effects Research Foundation, Hiroshima, Japan. .,Division of Cancer Epidemiology and Genetics, National Cancer Institute, NIH, Rockville, Maryland, USA.
| | - Peter D Inskip
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, NIH, Rockville, Maryland, USA
| | - Jennifer Rusiecki
- Department of Preventive Medicine and Biostatistics, F. Edward Hébert School of Medicine, Uniformed Services University of the Health Sciences, Bethesda, MD, USA
| | - Charles S Rabkin
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, NIH, Rockville, Maryland, USA
| | - Joshua Engels
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, NIH, Rockville, Maryland, USA
| | - Ruth M Pfeiffer
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, NIH, Rockville, Maryland, USA
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Jensen‐Jarolim E, Bax HJ, Bianchini R, Capron M, Corrigan C, Castells M, Dombrowicz D, Daniels‐Wells TR, Fazekas J, Fiebiger E, Gatault S, Gould HJ, Janda J, Josephs DH, Karagiannis P, Levi‐Schaffer F, Meshcheryakova A, Mechtcheriakova D, Mekori Y, Mungenast F, Nigro EA, Penichet ML, Redegeld F, Saul L, Singer J, Spicer JF, Siccardi AG, Spillner E, Turner MC, Untersmayr E, Vangelista L, Karagiannis SN. AllergoOncology - the impact of allergy in oncology: EAACI position paper. Allergy 2017; 72:866-887. [PMID: 28032353 PMCID: PMC5498751 DOI: 10.1111/all.13119] [Citation(s) in RCA: 69] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/23/2016] [Indexed: 12/19/2022]
Abstract
Th2 immunity and allergic immune surveillance play critical roles in host responses to pathogens, parasites and allergens. Numerous studies have reported significant links between Th2 responses and cancer, including insights into the functions of IgE antibodies and associated effector cells in both antitumour immune surveillance and therapy. The interdisciplinary field of AllergoOncology was given Task Force status by the European Academy of Allergy and Clinical Immunology in 2014. Affiliated expert groups focus on the interface between allergic responses and cancer, applied to immune surveillance, immunomodulation and the functions of IgE-mediated immune responses against cancer, to derive novel insights into more effective treatments. Coincident with rapid expansion in clinical application of cancer immunotherapies, here we review the current state-of-the-art and future translational opportunities, as well as challenges in this relatively new field. Recent developments include improved understanding of Th2 antibodies, intratumoral innate allergy effector cells and mediators, IgE-mediated tumour antigen cross-presentation by dendritic cells, as well as immunotherapeutic strategies such as vaccines and recombinant antibodies, and finally, the management of allergy in daily clinical oncology. Shedding light on the crosstalk between allergic response and cancer is paving the way for new avenues of treatment.
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Affiliation(s)
- E. Jensen‐Jarolim
- The Interuniversity Messerli Research InstituteUniversity of Veterinary Medicine ViennaMedical University of ViennaViennaAustria
- Institute of Pathophysiology & Allergy ResearchCenter of Pathophysiology, Infectiology & ImmunologyMedical University ViennaViennaAustria
| | - H. J. Bax
- Division of Genetics & Molecular MedicineFaculty of Life Sciences and MedicineSt. John's Institute of DermatologyKing's College LondonLondonUK
- Division of Cancer StudiesFaculty of Life Sciences & MedicineKing's College LondonGuy's HospitalLondonUK
| | - R. Bianchini
- The Interuniversity Messerli Research InstituteUniversity of Veterinary Medicine ViennaMedical University of ViennaViennaAustria
| | - M. Capron
- LIRIC‐Unité Mixte de Recherche 995 INSERMUniversité de Lille 2CHRU de LilleLilleFrance
| | - C. Corrigan
- Division of Asthma, Allergy and Lung BiologyMedical Research Council and Asthma UK Centre in Allergic Mechanisms in AsthmaKing's College LondonLondonUK
| | - M. Castells
- Division of Rheumatology, Immunology and AllergyDepartment of MedicineBrigham and Women's HospitalHarvard Medical SchoolBostonMAUSA
| | - D. Dombrowicz
- INSERMCHU LilleEuropean Genomic Institute of DiabetesInstitut Pasteur de LilleU1011 – récepteurs nucléaires, maladies cardiovasculaires et diabèteUniversité de LilleLilleFrance
| | - T. R. Daniels‐Wells
- Division of Surgical OncologyDepartment of SurgeryDavid Geffen School of Medicine at UCLALos AngelesCAUSA
| | - J. Fazekas
- The Interuniversity Messerli Research InstituteUniversity of Veterinary Medicine ViennaMedical University of ViennaViennaAustria
- Institute of Pathophysiology & Allergy ResearchCenter of Pathophysiology, Infectiology & ImmunologyMedical University ViennaViennaAustria
| | - E. Fiebiger
- Division of Gastroenterology, Hepatology and Nutrition ResearchDepartment of Medicine ResearchChildren's University Hospital BostonBostonMAUSA
| | - S. Gatault
- LIRIC‐Unité Mixte de Recherche 995 INSERMUniversité de Lille 2CHRU de LilleLilleFrance
| | - H. J. Gould
- Division of Asthma, Allergy and Lung BiologyMedical Research Council and Asthma UK Centre in Allergic Mechanisms in AsthmaKing's College LondonLondonUK
- Randall Division of Cell and Molecular BiophysicsKing's College LondonLondonUK
- NIHR Biomedical Research Centre at Guy's and St. Thomas’ Hospitals and King's College LondonKing's College LondonGuy's HospitalLondonUK
| | - J. Janda
- Center PigmodInstitute of Animal Physiology and GeneticsAcademy of Sciences of Czech RepublicLibechovCzech Republic
| | - D. H. Josephs
- Division of Genetics & Molecular MedicineFaculty of Life Sciences and MedicineSt. John's Institute of DermatologyKing's College LondonLondonUK
- Division of Cancer StudiesFaculty of Life Sciences & MedicineKing's College LondonGuy's HospitalLondonUK
| | - P. Karagiannis
- Division of Genetics & Molecular MedicineFaculty of Life Sciences and MedicineSt. John's Institute of DermatologyKing's College LondonLondonUK
- NIHR Biomedical Research Centre at Guy's and St. Thomas’ Hospitals and King's College LondonKing's College LondonGuy's HospitalLondonUK
| | - F. Levi‐Schaffer
- Pharmacology and Experimental Therapeutics UnitFaculty of MedicineSchool of PharmacyThe Institute for Drug ResearchThe Hebrew University of JerusalemJerusalemIsrael
| | - A. Meshcheryakova
- Institute of Pathophysiology & Allergy ResearchCenter of Pathophysiology, Infectiology & ImmunologyMedical University ViennaViennaAustria
| | - D. Mechtcheriakova
- Institute of Pathophysiology & Allergy ResearchCenter of Pathophysiology, Infectiology & ImmunologyMedical University ViennaViennaAustria
| | - Y. Mekori
- Sackler Faculty of MedicineTel‐Aviv UniversityTel‐AvivIsrael
| | - F. Mungenast
- Institute of Pathophysiology & Allergy ResearchCenter of Pathophysiology, Infectiology & ImmunologyMedical University ViennaViennaAustria
| | - E. A. Nigro
- IRCCS San Raffaele Scientific InstituteMilanItaly
| | - M. L. Penichet
- Division of Surgical OncologyDepartment of SurgeryDavid Geffen School of Medicine at UCLALos AngelesCAUSA
- Department of Microbiology, Immunology, and Molecular GeneticsDavid Geffen School of Medicine at UCLALos AngelesCAUSA
- Jonsson Comprehensive Cancer CenterUniversity of CaliforniaLos AngelesCAUSA
| | - F. Redegeld
- Division of PharmacologyFaculty of ScienceUtrecht Institute for Pharmaceutical SciencesUtrecht UniversityUtrechtThe Netherlands
| | - L. Saul
- Division of Genetics & Molecular MedicineFaculty of Life Sciences and MedicineSt. John's Institute of DermatologyKing's College LondonLondonUK
- Division of Cancer StudiesFaculty of Life Sciences & MedicineKing's College LondonGuy's HospitalLondonUK
| | - J. Singer
- Institute of Pathophysiology & Allergy ResearchCenter of Pathophysiology, Infectiology & ImmunologyMedical University ViennaViennaAustria
| | - J. F. Spicer
- Division of Cancer StudiesFaculty of Life Sciences & MedicineKing's College LondonGuy's HospitalLondonUK
- NIHR Biomedical Research Centre at Guy's and St. Thomas’ Hospitals and King's College LondonKing's College LondonGuy's HospitalLondonUK
| | | | - E. Spillner
- Immunological EngineeringDepartment of EngineeringAarhus UniversityAarhusDenmark
| | - M. C. Turner
- ISGlobalCentre for Research in Environmental Epidemiology (CREAL)BarcelonaSpain
- Universitat Pompeu Fabra (UPF)BarcelonaSpain
- CIBER Epidemiología y Salud Pública (CIBERESP)MadridSpain
- McLaughlin Centre for Population Health Risk AssessmentUniversity of OttawaOttawaONCanada
| | - E. Untersmayr
- Institute of Pathophysiology & Allergy ResearchCenter of Pathophysiology, Infectiology & ImmunologyMedical University ViennaViennaAustria
| | - L. Vangelista
- Department of Biomedical SciencesNazarbayev University School of MedicineAstanaKazakhstan
| | - S. N. Karagiannis
- Division of Genetics & Molecular MedicineFaculty of Life Sciences and MedicineSt. John's Institute of DermatologyKing's College LondonLondonUK
- NIHR Biomedical Research Centre at Guy's and St. Thomas’ Hospitals and King's College LondonKing's College LondonGuy's HospitalLondonUK
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Zhang Y, Li A, Peng C, Wang M. Improve Glioblastoma Multiforme Prognosis Prediction by Using Feature Selection and Multiple Kernel Learning. IEEE/ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS 2016; 13:825-835. [PMID: 27071189 DOI: 10.1109/tcbb.2016.2551745] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/05/2023]
Abstract
Glioblastoma multiforme (GBM) is a highly aggressive type of brain cancer with very low median survival. In order to predict the patient's prognosis, researchers have proposed rules to classify different glioma cancer cell subtypes. However, survival time of different subtypes of GBM is often various due to different individual basis. Recent development in gene testing has evolved classic subtype rules to more specific classification rules based on single biomolecular features. These classification methods are proven to perform better than traditional simple rules in GBM prognosis prediction. However, the real power behind the massive data is still under covered. We believe a combined prediction model based on more than one data type could perform better, which will contribute further to clinical treatment of GBM. The Cancer Genome Atlas (TCGA) database provides huge dataset with various data types of many cancers that enables us to inspect this aggressive cancer in a new way. In this research, we have improved GBM prognosis prediction accuracy further by taking advantage of the minimum redundancy feature selection method (mRMR) and Multiple Kernel Machine (MKL) learning method. Our goal is to establish an integrated model which could predict GBM prognosis with high accuracy.
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8
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Amirian ES, Zhou R, Wrensch MR, Olson SH, Scheurer ME, Il'yasova D, Lachance D, Armstrong GN, McCoy LS, Lau CC, Claus EB, Barnholtz-Sloan JS, Schildkraut J, Ali-Osman F, Sadetzki S, Johansen C, Houlston RS, Jenkins RB, Bernstein JL, Merrell RT, Davis FG, Lai R, Shete S, Amos CI, Melin BS, Bondy ML. Approaching a Scientific Consensus on the Association between Allergies and Glioma Risk: A Report from the Glioma International Case-Control Study. Cancer Epidemiol Biomarkers Prev 2016; 25:282-90. [PMID: 26908595 PMCID: PMC4874516 DOI: 10.1158/1055-9965.epi-15-0847] [Citation(s) in RCA: 83] [Impact Index Per Article: 9.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
BACKGROUND Several previous studies have found inverse associations between glioma susceptibility and a history of allergies or other atopic conditions. Some evidence indicates that respiratory allergies are likely to be particularly relevant with regard to glioma risk. Using data from the Glioma International Case-Control Study (GICC), we examined the effects of respiratory allergies and other atopic conditions on glioma risk. METHODS The GICC contains detailed information on history of atopic conditions for 4,533 cases and 4,171 controls, recruited from 14 study sites across five countries. Using two-stage random-effects restricted maximum likelihood modeling to calculate meta-analysis ORs, we examined the associations between glioma and allergy status, respiratory allergy status, asthma, and eczema. RESULTS Having a history of respiratory allergies was associated with an approximately 30% lower glioma risk, compared with not having respiratory allergies (mOR, 0.72; 95% confidence interval, 0.58-0.90). This association was similar when restricting to high-grade glioma cases. Asthma and eczema were also significantly protective against glioma. CONCLUSION A substantial amount of data on the inverse association between atopic conditions and glioma has accumulated, and findings from the GICC study further strengthen the existing evidence that the relationship between atopy and glioma is unlikely to be coincidental. IMPACT As the literature approaches a consensus on the impact of allergies in glioma risk, future research can begin to shift focus to what the underlying biologic mechanism behind this association may be, which could, in turn, yield new opportunities for immunotherapy or cancer prevention.
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Affiliation(s)
- E Susan Amirian
- Division of Hematology-Oncology, Department of Pediatrics, Dan L. Duncan Cancer Center, Baylor College of Medicine, Houston, Texas
| | - Renke Zhou
- Division of Hematology-Oncology, Department of Pediatrics, Dan L. Duncan Cancer Center, Baylor College of Medicine, Houston, Texas
| | - Margaret R Wrensch
- Department of Neurological Surgery, University of California, San Francisco, San Francisco, California
| | - Sara H Olson
- Department of Epidemiology and Biostatistics, Memorial Sloan-Kettering Cancer Center, New York, New York
| | - Michael E Scheurer
- Division of Hematology-Oncology, Department of Pediatrics, Dan L. Duncan Cancer Center, Baylor College of Medicine, Houston, Texas
| | - Dora Il'yasova
- Department of Epidemiology and Biostatistics, Georgia State University School of Public Health, Atlanta, Georgia. Cancer Control and Prevention Program, Department of Community and Family Medicine, Duke University Medical Center, Durham, North Carolina
| | - Daniel Lachance
- Department of Neurology, Mayo Clinic Comprehensive Cancer Center, Mayo Clinic, Rochester, Minnesota
| | - Georgina N Armstrong
- Division of Hematology-Oncology, Department of Pediatrics, Dan L. Duncan Cancer Center, Baylor College of Medicine, Houston, Texas
| | - Lucie S McCoy
- Department of Neurological Surgery, University of California, San Francisco, San Francisco, California
| | - Ching C Lau
- Division of Hematology-Oncology, Department of Pediatrics, Dan L. Duncan Cancer Center, Baylor College of Medicine, Houston, Texas
| | - Elizabeth B Claus
- Department of Epidemiology and Public Health, Yale University School of Medicine, New Haven, Connecticut
| | - Jill S Barnholtz-Sloan
- Case Comprehensive Cancer Center, Case Western Reserve University School of Medicine, Cleveland, Ohio
| | - Joellen Schildkraut
- Cancer Control and Prevention Program, Department of Community and Family Medicine, Duke University Medical Center, Durham, North Carolina
| | - Francis Ali-Osman
- Department of Surgery, Duke University Medical Center, Durham, North Carolina
| | - Siegal Sadetzki
- Cancer and Radiation Epidemiology Unit, Gertner Institute, Chaim Sheba Medical Center, Tel Hashomer, Israel. Sackler School of Medicine, Tel-Aviv University, Tel-Aviv, Israel
| | - Christoffer Johansen
- Institute of Cancer Epidemiology, Danish Cancer Society, Copenhagen, Denmark. Rigshospitalet, University of Copenhagen, Copenhagen, Denmark
| | - Richard S Houlston
- Section of Cancer Genetics, Institute of Cancer Research, Sutton, Surrey, United Kingdom
| | - Robert B Jenkins
- Department of Laboratory Medicine and Pathology, Mayo Clinic Comprehensive Cancer Center, Mayo Clinic, Rochester, Minnesota
| | - Jonine L Bernstein
- Department of Epidemiology and Biostatistics, Memorial Sloan-Kettering Cancer Center, New York, New York
| | - Ryan T Merrell
- Department of Neurology, NorthShore University HealthSystem, Evanston, Illinois
| | - Faith G Davis
- Department of Public Health Services, University of Alberta, Edmonton, Alberta, Canada
| | - Rose Lai
- Department of Neurology, The University of Southern California Keck School of Medicine, Los Angeles, California. Department of Neurosurgery, The University of Southern California Keck School of Medicine, Los Angeles, California. Department of Preventive Medicine, The University of Southern California Keck School of Medicine, Los Angeles, California
| | - Sanjay Shete
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Christopher I Amos
- Department of Community and Family Medicine, Norris Cotton Cancer Center, Geisel School of Medicine at Dartmouth, Hanover, New Hampshire. Department of Genetics, Norris Cotton Cancer Center, Geisel School of Medicine at Dartmouth, Hanover, New Hampshire
| | - Beatrice S Melin
- Department of Radiation Sciences Oncology, Umeå University, Umeå, Sweden
| | - Melissa L Bondy
- Division of Hematology-Oncology, Department of Pediatrics, Dan L. Duncan Cancer Center, Baylor College of Medicine, Houston, Texas.
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Inverse Association between Prediagnostic IgE Levels and the Risk of Brain Tumors: A Systematic Review and Meta-Analysis. BIOMED RESEARCH INTERNATIONAL 2015; 2015:294213. [PMID: 26448931 PMCID: PMC4584062 DOI: 10.1155/2015/294213] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/16/2014] [Revised: 08/21/2014] [Accepted: 08/25/2014] [Indexed: 11/17/2022]
Abstract
An inverse association between allergic conditions and glioma risk has been suggested in many epidemiological studies. However, the evidence is inadequate to draw robust conclusions for the association between prediagnostic IgE levels and brain tumors risk. The aim of this study was to provide more precise estimates for this association by meta-analysis of all published studies. Overall, 8 individual studies with 2,461 cases and 3,934 controls were included in our study. A decreased risk of brain tumors (RR = 0.73, 95% CI 0.61–0.86, P < 0.001) was observed in relation to elevated level of total IgE. The negative association was significant between elevated total IgE level and the risk of glioma (RR = 0.74, 95% CI 0.62–0.88, P = 0.001). However, no significant relationship was demonstrated between testing positive for respiratory allergen-specific IgE and brain tumors risk. In addition, the role of prediagnostic IgE levels in brain tumors risk did not alter in men and women. The present study suggests that increased level of total prediagnostic IgE but not respiratory allergen-specific IgE plays a protective role in brain tumors risk, glioma in particular. More studies are warranted for further elucidation of the meningioma risk related to prediagnostic IgE levels.
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Chen P, Chen C, Chen K, Xu T, Luo C. Polymorphisms in IL-4/IL-13 pathway genes and glioma risk: an updated meta-analysis. Tumour Biol 2014; 36:121-7. [DOI: 10.1007/s13277-014-2895-8] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2014] [Accepted: 11/26/2014] [Indexed: 01/08/2023] Open
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11
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Guo A, Zhu W, Zhang C, Wen S, Chen X, Chen M, Zhang J, Su J, Chen W, Zhao Y, Yan S, He Y, Liu Z, Zhou H, Chen X, Li J. Association of FCER1A genetic polymorphisms with risk for chronic spontaneous urticaria and efficacy of nonsedating H1-antihistamines in Chinese patients. Arch Dermatol Res 2014; 307:183-90. [DOI: 10.1007/s00403-014-1525-z] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2014] [Revised: 10/15/2014] [Accepted: 11/03/2014] [Indexed: 01/01/2023]
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12
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Ostrom QT, Bauchet L, Davis FG, Deltour I, Fisher JL, Langer CE, Pekmezci M, Schwartzbaum JA, Turner MC, Walsh KM, Wrensch MR, Barnholtz-Sloan JS. The epidemiology of glioma in adults: a "state of the science" review. Neuro Oncol 2014; 16:896-913. [PMID: 24842956 PMCID: PMC4057143 DOI: 10.1093/neuonc/nou087] [Citation(s) in RCA: 1525] [Impact Index Per Article: 138.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2014] [Accepted: 04/09/2014] [Indexed: 12/14/2022] Open
Abstract
Gliomas are the most common primary intracranial tumor, representing 81% of malignant brain tumors. Although relatively rare, they cause significant mortality and morbidity. Glioblastoma, the most common glioma histology (∼45% of all gliomas), has a 5-year relative survival of ∼5%. A small portion of these tumors are caused by Mendelian disorders, including neurofibromatosis, tuberous sclerosis, and Li-Fraumeni syndrome. Genomic analyses of glioma have also produced new evidence about risk and prognosis. Recently discovered biomarkers that indicate improved survival include O⁶-methylguanine-DNA methyltransferase methylation, isocitrate dehydrogenase mutation, and a glioma cytosine-phosphate-guanine island methylator phenotype. Genome-wide association studies have identified heritable risk alleles within 7 genes that are associated with increased risk of glioma. Many risk factors have been examined as potential contributors to glioma risk. Most significantly, these include an increase in risk by exposure to ionizing radiation and a decrease in risk by history of allergies or atopic disease(s). The potential influence of occupational exposures and cellular phones has also been examined, with inconclusive results. We provide a “state of the science” review of current research into causes and risk factors for gliomas in adults.
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13
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Antihistamine use and immunoglobulin E levels in glioma risk and prognosis. Cancer Epidemiol 2013; 37:908-12. [PMID: 23994286 DOI: 10.1016/j.canep.2013.08.004] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2013] [Revised: 07/30/2013] [Accepted: 08/05/2013] [Indexed: 01/09/2023]
Abstract
OBJECTIVE An inverse association between personal history of allergies/asthma and glioma risk has been fairly consistently reported in the epidemiologic literature. However, the role of regular antihistamine use remains controversial due to a small number of studies reporting contradictory findings. We evaluated the association between regular use of oral antihistamines and glioma risk, adjusting for a number of relevant factors (e.g., immunoglobulin E levels and history of chickenpox). METHODS We used a subset of the Harris County Case-Control Study, which included 362 pathologically confirmed glioma cases and 462 cancer-free controls, to evaluate this association using unconditional multivariable logistic regression. These models were run among the overall study population and stratified by allergy status. Cox regression was utilized to examine whether antihistamine use was associated with mortality among all cases and separately among high-grade cases. RESULTS Antihistamine use was strongly associated with glioma risk among those with a positive allergy/asthma history (OR: 4.19, 95% CI: 2.06-8.51), but not among those with a negative history (OR: 1.59, 95% CI: 0.95-2.67). There were no significant associations between antihistamine use and survival among cases. CONCLUSION The current study implies that regular antihistamine use may increase glioma risk. However, several larger studies are necessary before definitive conclusions can be drawn.
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14
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Guo J, Shi L, Li M, Xu J, Yan S, Zhang C, Sun G. Association of the interleukin-4Rα rs1801275 and rs1805015 polymorphisms with glioma risk. Tumour Biol 2013; 35:573-9. [PMID: 23979976 DOI: 10.1007/s13277-013-1080-9] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2013] [Accepted: 08/05/2013] [Indexed: 10/26/2022] Open
Abstract
Potential single-nucleotide polymorphisms (SNPs) of interleukin-4 receptor alpha (IL-4Rα) rs1801275 and rs1805015 have been implicated in glioma risk; however, the findings of previous published case-control studies are conflicting and inconclusive. We performed the updated meta-analysis with the aim to provide a more precise estimate for the role of interleukin-4Rα SNPs in glioma risk. The pooled odds ratios (ORs) with 95% confidence intervals (CIs) were used to evaluate the strength of the gene association. Overall, the pooled analysis showed that the IL-4Rα rs1801275 polymorphism was associated with a decreased risk of glioma in the comparison of G vs. A (OR = 0.87, 95% CI = 0.76-0.99, P OR = 0.041). Subgroup analysis by ethnicity revealed that the IL-4Rα rs1801275 variant G and GG + AG exerted a decreased risk effect on the development of glioma among Asians, but not Caucasians (G vs. A, OR = 0.81, 95% CI = 0.69-0.95, P OR = 0.011; GG + AG vs. AA, OR = 0.80, 95% CI = 0.66-0.96, P OR = 0.018). However, the IL-4Rα rs1805015 polymorphism did not modify the risk of glioma. Sensitivity analysis confirmed the reliability for all of the results. Our meta-analysis suggests that the polymorphism of IL-4Rα rs1801275 but not IL-4Rα rs1805015 plays a protective role in the glioma pathogenesis, particularly among Asians.
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Affiliation(s)
- Jun Guo
- Department of Neurosurgery, Fourth Affiliated Hospital of Nantong University, First Hospital of Yancheng, Yancheng, 224001, People's Republic of China
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15
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He F, Xia Y, Liu H, Li J, Wang C. P53 codon 72 Arg/Pro polymorphism and glioma risk: an updated meta-analysis. Tumour Biol 2013; 34:3121-30. [DOI: 10.1007/s13277-013-0880-2] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2013] [Accepted: 05/21/2013] [Indexed: 11/28/2022] Open
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