• Something wrong with this record ?

A Combined Proteomics and Mendelian Randomization Approach to Investigate the Effects of Aspirin-Targeted Proteins on Colorectal Cancer

A. Nounu, A. Greenhough, KJ. Heesom, RC. Richmond, J. Zheng, SJ. Weinstein, D. Albanes, JA. Baron, JL. Hopper, JC. Figueiredo, PA. Newcomb, NM. Lindor, G. Casey, EA. Platz, L. Le Marchand, CM. Ulrich, CI. Li, FJB. van Duijnhoven, A. Gsur, PT....

. 2021 ; 30 (3) : 564-575. [pub] 20201214

Language English Country United States

Document type Journal Article, Research Support, N.I.H., Extramural, Research Support, N.I.H., Intramural, Research Support, Non-U.S. Gov't

Grant support
R01 CA067941 NCI NIH HHS - United States
U01 HG004438 NHGRI NIH HHS - United States
U01 HG004446 NHGRI NIH HHS - United States
U10 CA037429 NCI NIH HHS - United States
K05 CA154337 NCI NIH HHS - United States
U01 CA164930 NCI NIH HHS - United States
P30 CA076292 NCI NIH HHS - United States
R01 CA042182 NCI NIH HHS - United States
P50 CA127003 NCI NIH HHS - United States
U01 CA067941 NCI NIH HHS - United States
R01 CA059045 NCI NIH HHS - United States
HHSN268201100001I NHLBI NIH HHS - United States
R01 CA197350 NCI NIH HHS - United States
R01 CA076366 NCI NIH HHS - United States
R35 CA197735 NCI NIH HHS - United States
R01 CA072520 NCI NIH HHS - United States
P01 CA087969 NCI NIH HHS - United States
P30 CA015704 NCI NIH HHS - United States
HHSN268201100004I NHLBI NIH HHS - United States
P30 CA006973 NCI NIH HHS - United States
U24 CA074783 NCI NIH HHS - United States
P01 CA055075 NCI NIH HHS - United States
S10 OD028685 NIH HHS - United States
R01 CA151993 NCI NIH HHS - United States
HHSN268201100046C NHLBI NIH HHS - United States
P30 DK034987 NIDDK NIH HHS - United States
R01 CA048998 NCI NIH HHS - United States
U01 CA137088 NCI NIH HHS - United States
11975 Cancer Research UK - United Kingdom
R01 CA189184 NCI NIH HHS - United States
U01 CA167552 NCI NIH HHS - United States
HHSN268201100003C WHI NIH HHS - United States
MC_UU_12013_2 Medical Research Council - United Kingdom
Z01 CP010200 Intramural NIH HHS - United States
U24 CA074794 NCI NIH HHS - United States
R01 CA066635 NCI NIH HHS - United States
R21 CA191312 NCI NIH HHS - United States
U01 CA206110 NCI NIH HHS - United States
HHSN268201200008C NHLBI NIH HHS - United States
C18281/A19169 Cancer Research UK - United Kingdom
R01 CA137178 NCI NIH HHS - United States
U01 CA074794 NCI NIH HHS - United States
P30 CA008748 NCI NIH HHS - United States
U01 CA167551 NCI NIH HHS - United States
P30 CA014089 NCI NIH HHS - United States
R01 CA081488 NCI NIH HHS - United States
HHSN271201100004C NIA NIH HHS - United States
R01 CA201407 NCI NIH HHS - United States
R01 CA063464 NCI NIH HHS - United States
P01 CA033619 NCI NIH HHS - United States
U01 CA086308 NCI NIH HHS - United States
UM1 CA186107 NCI NIH HHS - United States
HHSN268201100002C WHI NIH HHS - United States
R01 CA207371 NCI NIH HHS - United States
R03 CA153323 NCI NIH HHS - United States
T32 ES013678 NIEHS NIH HHS - United States
R01 CA136726 NCI NIH HHS - United States
P30 CA016058 NCI NIH HHS - United States
UM1 CA167552 NCI NIH HHS - United States
K05 CA152715 NCI NIH HHS - United States
U01 CA122839 NCI NIH HHS - United States
Wellcome Trust - United Kingdom
HHSN268201100003I NHLBI NIH HHS - United States
HHSN268201100002I NHLBI NIH HHS - United States
U01 CA074783 NCI NIH HHS - United States
U01 CA084968 NCI NIH HHS - United States
KL2 TR000421 NCATS NIH HHS - United States
MR/R017247/1 Medical Research Council - United Kingdom
UM1 CA182883 NCI NIH HHS - United States
K07 CA190673 NCI NIH HHS - United States
HHSN268201200008I NHLBI NIH HHS - United States
217487/Z/19/Z Wellcome Trust - United Kingdom
U01 CA164973 NCI NIH HHS - United States
R37 CA054281 NCI NIH HHS - United States
HHSN268201100001C WHI NIH HHS - United States
HHSN268201100004C WHI NIH HHS - United States
R01 CA097325 NCI NIH HHS - United States
HHSN268201700006C NHLBI NIH HHS - United States
U19 CA148107 NCI NIH HHS - United States
U01 AG018033 NIA NIH HHS - United States

BACKGROUND: Evidence for aspirin's chemopreventative properties on colorectal cancer (CRC) is substantial, but its mechanism of action is not well-understood. We combined a proteomic approach with Mendelian randomization (MR) to identify possible new aspirin targets that decrease CRC risk. METHODS: Human colorectal adenoma cells (RG/C2) were treated with aspirin (24 hours) and a stable isotope labeling with amino acids in cell culture (SILAC) based proteomics approach identified altered protein expression. Protein quantitative trait loci (pQTLs) from INTERVAL (N = 3,301) and expression QTLs (eQTLs) from the eQTLGen Consortium (N = 31,684) were used as genetic proxies for protein and mRNA expression levels. Two-sample MR of mRNA/protein expression on CRC risk was performed using eQTL/pQTL data combined with CRC genetic summary data from the Colon Cancer Family Registry (CCFR), Colorectal Transdisciplinary (CORECT), Genetics and Epidemiology of Colorectal Cancer (GECCO) consortia and UK Biobank (55,168 cases and 65,160 controls). RESULTS: Altered expression was detected for 125/5886 proteins. Of these, aspirin decreased MCM6, RRM2, and ARFIP2 expression, and MR analysis showed that a standard deviation increase in mRNA/protein expression was associated with increased CRC risk (OR: 1.08, 95% CI, 1.03-1.13; OR: 3.33, 95% CI, 2.46-4.50; and OR: 1.15, 95% CI, 1.02-1.29, respectively). CONCLUSIONS: MCM6 and RRM2 are involved in DNA repair whereby reduced expression may lead to increased DNA aberrations and ultimately cancer cell death, whereas ARFIP2 is involved in actin cytoskeletal regulation, indicating a possible role in aspirin's reduction of metastasis. IMPACT: Our approach has shown how laboratory experiments and population-based approaches can combine to identify aspirin-targeted proteins possibly affecting CRC risk.

Behavioral and Epidemiology Research Group American Cancer Society Atlanta Georgia

Broad Institute of Harvard and MIT Cambridge Massachusetts

Cancer Epidemiology Division Cancer Council Victoria Melbourne Victoria Australia

Center for Gastrointestinal Biology and Disease University of North Carolina Chapel Hill North Carolina

Center for Public Health Genomics University of Virginia Charlottesville Virginia

Centre for Epidemiology and Biostatistics Melbourne School of Population and Global Health The University of Melbourne Melbourne Victoria Australia

Centre for Research in Biosciences The Faculty of Health and Applied Sciences The University of the West of England Bristol United Kingdom

Channing Division of Network Medicine Brigham and Women's Hospital and Harvard Medical School Boston Massachusetts

CIBER Epidemiología y Salud Pública Madrid Spain

Clalit National Cancer Control Center Haifa Israel

Clinical and Translational Epidemiology Unit Massachusetts General Hospital and Harvard Medical School Boston Massachusetts

Colorectal Oncogenomics Group Department of Clinical Pathology The University of Melbourne Parkville Victoria Australia

Department of Clinical Genetics Karolinska University Hospital Stockholm Sweden

Department of Clinical Sciences Faculty of Medicine University of Barcelona Barcelona Spain

Department of Community Medicine and Epidemiology Lady Davis Carmel Medical Center Haifa Israel

Department of Epidemiology Harvard T H Chan School of Public Health Harvard University Boston Massachusetts

Department of Epidemiology Johns Hopkins Bloomberg School of Public Health Baltimore Maryland

Department of Epidemiology School of Public Health and Institute of Health and Environment Seoul National University Seoul South Korea

Department of Epidemiology University of Washington School of Public Health Seattle Washington

Department of Family Medicine University of Virginia Charlottesville Virginia

Department of General Surgery University Hospital Rostock Rostock Germany

Department of Health Science Research Mayo Clinic Scottsdale Arizona

Department of Immunology and Infectious Diseases Harvard T H Chan School of Public Health Harvard University Boston Massachusetts

Department of Internal Medicine University of Utah Salt Lake City Utah

Department of Medicine and Epidemiology University of Pittsburgh Medical Center Pittsburgh Pennsylvania

Department of Medicine Memorial Sloan Kettering Cancer Center New York New York

Department of Medicine Samuel Oschin Comprehensive Cancer Institute Cedars Sinai Medical Center Los Angeles California

Department of Medicine University of North Carolina School of Medicine Chapel Hill North Carolina

Department of Molecular Biology of Cancer Institute of Experimental Medicine of the Czech Academy of Sciences Prague Czech Republic

Department of Molecular Medicine and Surgery Karolinska Institutet Stockholm Sweden

Department of Preventive Medicine and USC Norris Comprehensive Cancer Center Keck School of Medicine University of Southern California Los Angeles California

Department of Preventive Medicine Chonnam National University Medical School Gwangju Korea

Department of Preventive Medicine Keck School of Medicine University of Southern California Los Angeles California

Department of Public Health and Primary Care University of Cambridge Cambridge United Kingdom

Department of Radiation Sciences Oncology Unit Umeå University Umeå Sweden

Department of Surgery Chonnam National University Hwasun Hospital and Medical School Hwasun Korea

Department of Surgical Sciences Uppsala University Uppsala Sweden

Discipline of Genetics Memorial University of Newfoundland St John's Canada

Division of Cancer Epidemiology and Genetics National Cancer Institute National Institutes of Health Bethesda Maryland

Division of Cancer Epidemiology German Cancer Research Center Heidelberg Germany

Division of Clinical Epidemiology and Aging Research German Cancer Research Center Heidelberg Germany

Division of Epidemiology Department of Medicine Vanderbilt Ingram Cancer Center Vanderbilt Epidemiology Center Vanderbilt University School of Medicine Nashville Tennessee

Division of Gastroenterology Massachusetts General Hospital and Harvard Medical School Boston Massachusetts

Division of Human Genetics Department of Internal Medicine The Ohio State University Comprehensive Cancer Center Columbus Ohio

Division of Human Nutrition and Health Wageningen University and Research Wageningen the Netherlands

Division of Preventive Oncology German Cancer Research Center Heidelberg Germany

Division of Research Kaiser Permanente Northern California Oakland California

Faculty of Medicine and Biomedical Center in Pilsen Charles University Pilsen Czech Republic

Gastroenterology Department Hospital Clínic Institut d'Investigacions Biomèdiques August Pi i Sunyer University of Barcelona Barcelona Spain

Genetic Medicine and Family Cancer Clinic The Royal Melbourne Hospital Parkville Victoria Australia

German Cancer Consortium Heidelberg Germany

Huntsman Cancer Institute and Department of Population Health Sciences University of Utah Salt Lake City Utah

Institute of Biology and Medical Genetics 1st Faculty of Medicine Charles University Prague Czech Republic

Institute of Cancer Research Department of Medicine 1 Medical University Vienna Vienna Austria

Institute of Environmental Medicine Karolinska Institutet Stockholm Sweden

Institute of Medical Biometry and Informatics University of Heidelberg Heidelberg Germany

Jeonnam Regional Cancer Center Chonnam National University Hwasun Hospital Hwasun Korea

Leeds Institute of Cancer and Pathology University of Leeds Leeds United Kingdom

Lunenfeld Tanenbaum Research Institute Mount Sinai Hospital University of Toronto Toronto Ontario Canada

Massachusetts General Hospital and Harvard Medical School Clinical and Translational Epidemiology Unit Boston Massachusetts

Medical Research Council Integrative Epidemiology Unit Bristol Medical School University of Bristol Bristol United Kingdom

Nutrition and Metabolism Section International Agency for Research on Cancer World Health Organization Lyon France

ONCOBEL Program Bellvitge Biomedical Research Institute L'Hospitalet de Llobregat Barcelona Spain

Oncology Data Analytics Program Catalan Institute of Oncology IDIBELL L'Hospitalet de Llobregat Barcelona Spain

Precision Medicine School of Clinical Sciences at Monash Health Monash University Clayton Victoria Australia

Proteomics Facility Faculty of Life Sciences University of Bristol Bristol United Kingdom

Public Health Sciences Division Fred Hutchinson Cancer Research Center Seattle Washington

Ruth and Bruce Rappaport Faculty of Medicine Technion Israel Institute of Technology Haifa Israel

School of Cellular and Molecular Medicine University of Bristol Bristol United Kingdom

School of Public Health University of Washington Seattle Washington

University Medical Centre Hamburg Eppendorf University Cancer Centre Hamburg Hamburg Germany

University of Hawaii Cancer Center Honolulu Hawaii

University of Melbourne Centre for Cancer Research Victorian Comprehensive Cancer Centre Parkville Victoria Australia

University of Southern California Preventative Medicine Los Angeles California

Wallenberg Centre for Molecular Medicine Umeå University Umeå Sweden

References provided by Crossref.org

000      
00000naa a2200000 a 4500
001      
bmc22012510
003      
CZ-PrNML
005      
20220506130309.0
007      
ta
008      
220425s2021 xxu f 000 0|eng||
009      
AR
024    7_
$a 10.1158/1055-9965.EPI-20-1176 $2 doi
035    __
$a (PubMed)33318029
040    __
$a ABA008 $b cze $d ABA008 $e AACR2
041    0_
$a eng
044    __
$a xxu
100    1_
$a Nounu, Aayah $u Medical Research Council (MRC) Integrative Epidemiology Unit, Bristol Medical School, University of Bristol, Bristol, United Kingdom. an0435@bristol.ac.uk $u School of Cellular and Molecular Medicine, University of Bristol, Bristol, United Kingdom $1 https://orcid.org/0000000235791864
245    12
$a A Combined Proteomics and Mendelian Randomization Approach to Investigate the Effects of Aspirin-Targeted Proteins on Colorectal Cancer / $c A. Nounu, A. Greenhough, KJ. Heesom, RC. Richmond, J. Zheng, SJ. Weinstein, D. Albanes, JA. Baron, JL. Hopper, JC. Figueiredo, PA. Newcomb, NM. Lindor, G. Casey, EA. Platz, L. Le Marchand, CM. Ulrich, CI. Li, FJB. van Duijnhoven, A. Gsur, PT. Campbell, V. Moreno, P. Vodicka, L. Vodickova, H. Brenner, J. Chang-Claude, M. Hoffmeister, LC. Sakoda, ML. Slattery, RE. Schoen, MJ. Gunter, S. Castellví-Bel, HR. Kim, SS. Kweon, AT. Chan, L. Li, W. Zheng, DT. Bishop, DD. Buchanan, GG. Giles, SB. Gruber, G. Rennert, ZK. Stadler, TA. Harrison, Y. Lin, TO. Keku, MO. Woods, C. Schafmayer, B. Van Guelpen, S. Gallinger, H. Hampel, SI. Berndt, PDP. Pharoah, A. Lindblom, A. Wolk, AH. Wu, E. White, U. Peters, DA. Drew, D. Scherer, JL. Bermejo, AC. Williams, CL. Relton
520    9_
$a BACKGROUND: Evidence for aspirin's chemopreventative properties on colorectal cancer (CRC) is substantial, but its mechanism of action is not well-understood. We combined a proteomic approach with Mendelian randomization (MR) to identify possible new aspirin targets that decrease CRC risk. METHODS: Human colorectal adenoma cells (RG/C2) were treated with aspirin (24 hours) and a stable isotope labeling with amino acids in cell culture (SILAC) based proteomics approach identified altered protein expression. Protein quantitative trait loci (pQTLs) from INTERVAL (N = 3,301) and expression QTLs (eQTLs) from the eQTLGen Consortium (N = 31,684) were used as genetic proxies for protein and mRNA expression levels. Two-sample MR of mRNA/protein expression on CRC risk was performed using eQTL/pQTL data combined with CRC genetic summary data from the Colon Cancer Family Registry (CCFR), Colorectal Transdisciplinary (CORECT), Genetics and Epidemiology of Colorectal Cancer (GECCO) consortia and UK Biobank (55,168 cases and 65,160 controls). RESULTS: Altered expression was detected for 125/5886 proteins. Of these, aspirin decreased MCM6, RRM2, and ARFIP2 expression, and MR analysis showed that a standard deviation increase in mRNA/protein expression was associated with increased CRC risk (OR: 1.08, 95% CI, 1.03-1.13; OR: 3.33, 95% CI, 2.46-4.50; and OR: 1.15, 95% CI, 1.02-1.29, respectively). CONCLUSIONS: MCM6 and RRM2 are involved in DNA repair whereby reduced expression may lead to increased DNA aberrations and ultimately cancer cell death, whereas ARFIP2 is involved in actin cytoskeletal regulation, indicating a possible role in aspirin's reduction of metastasis. IMPACT: Our approach has shown how laboratory experiments and population-based approaches can combine to identify aspirin-targeted proteins possibly affecting CRC risk.
650    _2
$a Aspirin $x farmakologie $x terapeutické užití $7 D001241
650    _2
$a kolorektální nádory $x farmakoterapie $7 D015179
650    _2
$a lidé $7 D006801
650    _2
$a mendelovská randomizace $x metody $7 D057182
650    _2
$a proteomika $x metody $7 D040901
650    _2
$a rizikové faktory $7 D012307
655    _2
$a časopisecké články $7 D016428
655    _2
$a Research Support, N.I.H., Extramural $7 D052061
655    _2
$a Research Support, N.I.H., Intramural $7 D052060
655    _2
$a práce podpořená grantem $7 D013485
700    1_
$a Greenhough, Alexander $u School of Cellular and Molecular Medicine, University of Bristol, Bristol, United Kingdom $u Centre for Research in Biosciences, The Faculty of Health and Applied Sciences, The University of the West of England, Bristol, United Kingdom $1 https://orcid.org/000000028306811X
700    1_
$a Heesom, Kate J $u Proteomics Facility, Faculty of Life Sciences, University of Bristol, Bristol, United Kingdom $1 https://orcid.org/0000000254185392
700    1_
$a Richmond, Rebecca C $u Medical Research Council (MRC) Integrative Epidemiology Unit, Bristol Medical School, University of Bristol, Bristol, United Kingdom
700    1_
$a Zheng, Jie $u Medical Research Council (MRC) Integrative Epidemiology Unit, Bristol Medical School, University of Bristol, Bristol, United Kingdom
700    1_
$a Weinstein, Stephanie J $u Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, Maryland $1 https://orcid.org/0000000238341535
700    1_
$a Albanes, Demetrius $u Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, Maryland
700    1_
$a Baron, John A $u Department of Medicine, University of North Carolina School of Medicine, Chapel Hill, North Carolina $1 https://orcid.org/0000000334611056
700    1_
$a Hopper, John L $u Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Victoria, Australia $u Department of Epidemiology, School of Public Health and Institute of Health and Environment, Seoul National University, Seoul, South Korea
700    1_
$a Figueiredo, Jane C $u Department of Medicine, Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, California $u Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, California
700    1_
$a Newcomb, Polly A $u Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, Washington $u School of Public Health, University of Washington, Seattle, Washington
700    1_
$a Lindor, Noralane M $u Department of Health Science Research, Mayo Clinic, Scottsdale, Arizona
700    1_
$a Casey, Graham $u Center for Public Health Genomics, University of Virginia, Charlottesville, Virginia
700    1_
$a Platz, Elizabeth A $u Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland $1 https://orcid.org/0000000336768954
700    1_
$a Le Marchand, Loïc $u University of Hawaii Cancer Center, Honolulu, Hawaii
700    1_
$a Ulrich, Cornelia M $u Huntsman Cancer Institute and Department of Population Health Sciences, University of Utah, Salt Lake City, Utah
700    1_
$a Li, Christopher I $u Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, Washington
700    1_
$a van Duijnhoven, Fränzel J B $u Division of Human Nutrition and Health, Wageningen University & Research, Wageningen, the Netherlands $1 https://orcid.org/0000000183672352
700    1_
$a Gsur, Andrea $u Institute of Cancer Research, Department of Medicine I, Medical University Vienna, Vienna, Austria $1 https://orcid.org/0000000297951528
700    1_
$a Campbell, Peter T $u Behavioral and Epidemiology Research Group, American Cancer Society, Atlanta, Georgia
700    1_
$a Moreno, Víctor $u Oncology Data Analytics Program, Catalan Institute of Oncology-IDIBELL, L'Hospitalet de Llobregat, Barcelona, Spain $u CIBER Epidemiología y Salud Pública (CIBERESP), Madrid, Spain $u Department of Clinical Sciences, Faculty of Medicine, University of Barcelona, Barcelona, Spain $u ONCOBEL Program, Bellvitge Biomedical Research Institute (IDIBELL), L'Hospitalet de Llobregat, Barcelona, Spain $1 https://orcid.org/0000000228185487
700    1_
$a Vodicka, Pavel $u Department of Molecular Biology of Cancer, Institute of Experimental Medicine of the Czech Academy of Sciences, Prague, Czech Republic $u Institute of Biology and Medical Genetics, First Faculty of Medicine, Charles University, Prague, Czech Republic $u Faculty of Medicine and Biomedical Center in Pilsen, Charles University, Pilsen, Czech Republic
700    1_
$a Vodickova, Ludmila $u Department of Molecular Biology of Cancer, Institute of Experimental Medicine of the Czech Academy of Sciences, Prague, Czech Republic $u Institute of Biology and Medical Genetics, First Faculty of Medicine, Charles University, Prague, Czech Republic $u Faculty of Medicine and Biomedical Center in Pilsen, Charles University, Pilsen, Czech Republic
700    1_
$a Brenner, Hermann $u Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany $u Division of Preventive Oncology, German Cancer Research Center (DKFZ) and National Center for Tumor Diseases (NCT), Heidelberg, Germany $u German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Heidelberg, Germany $1 https://orcid.org/0000000261291572
700    1_
$a Chang-Claude, Jenny $u Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany $u University Medical Centre Hamburg-Eppendorf, University Cancer Centre Hamburg (UCCH), Hamburg, Germany $1 https://orcid.org/0000000189191971
700    1_
$a Hoffmeister, Michael $u Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany $1 https://orcid.org/0000000283073197
700    1_
$a Sakoda, Lori C $u Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, Washington $u Division of Research, Kaiser Permanente Northern California, Oakland, California $1 https://orcid.org/0000000209005735
700    1_
$a Slattery, Martha L $u Department of Internal Medicine, University of Utah, Salt Lake City, Utah $1 https://orcid.org/0000000216556543
700    1_
$a Schoen, Robert E $u Department of Medicine and Epidemiology, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania $1 https://orcid.org/0000000171532766
700    1_
$a Gunter, Marc J $u Nutrition and Metabolism Section, International Agency for Research on Cancer, World Health Organization, Lyon, France
700    1_
$a Castellví-Bel, Sergi $u Gastroenterology Department, Hospital Clínic, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), University of Barcelona, Barcelona, Spain $1 https://orcid.org/0000000312175097
700    1_
$a Kim, Hyeong Rok $u Department of Surgery, Chonnam National University Hwasun Hospital and Medical School, Hwasun, Korea
700    1_
$a Kweon, Sun-Seog $u Department of Preventive Medicine, Chonnam National University Medical School, Gwangju, Korea $u Jeonnam Regional Cancer Center, Chonnam National University Hwasun Hospital, Hwasun, Korea $1 https://orcid.org/0000000323788550
700    1_
$a Chan, Andrew T $u Division of Gastroenterology, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts $u Channing Division of Network Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts $u Clinical and Translational Epidemiology Unit, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts $u Broad Institute of Harvard and MIT, Cambridge, Massachusetts $u Department of Epidemiology, Harvard T.H. Chan School of Public Health, Harvard University, Boston, Massachusetts $u Department of Immunology and Infectious Diseases, Harvard T.H. Chan School of Public Health, Harvard University, Boston, Massachusetts
700    1_
$a Li, Li $u Department of Family Medicine, University of Virginia, Charlottesville, Virginia
700    1_
$a Zheng, Wei $u Division of Epidemiology, Department of Medicine, Vanderbilt-Ingram Cancer Center, Vanderbilt Epidemiology Center, Vanderbilt University School of Medicine, Nashville, Tennessee
700    1_
$a Bishop, D Timothy $u Leeds Institute of Cancer and Pathology, University of Leeds, Leeds, United Kingdom $1 https://orcid.org/0000000287528785
700    1_
$a Buchanan, Daniel D $u Colorectal Oncogenomics Group, Department of Clinical Pathology, The University of Melbourne, Parkville, Victoria, Australia $u University of Melbourne Centre for Cancer Research, Victorian Comprehensive Cancer Centre, Parkville, Victoria, Australia $u Genetic Medicine and Family Cancer Clinic, The Royal Melbourne Hospital, Parkville, Victoria, Australia $1 https://orcid.org/0000000322256675
700    1_
$a Giles, Graham G $u Cancer Epidemiology Division, Cancer Council Victoria, Melbourne, Victoria, Australia $u Precision Medicine, School of Clinical Sciences at Monash Health, Monash University, Clayton, Victoria, Australia $1 https://orcid.org/0000000349469099
700    1_
$a Gruber, Stephen B $u Department of Preventive Medicine & USC Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, California $1 https://orcid.org/0000000186567822
700    1_
$a Rennert, Gad $u Department of Community Medicine and Epidemiology, Lady Davis Carmel Medical Center, Haifa, Israel $u Ruth and Bruce Rappaport Faculty of Medicine, Technion-Israel Institute of Technology, Haifa, Israel $u Clalit National Cancer Control Center, Haifa, Israel
700    1_
$a Stadler, Zsofia K $u Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
700    1_
$a Harrison, Tabitha A $u Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, Washington $1 https://orcid.org/0000000241737530
700    1_
$a Lin, Yi $u Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, Washington
700    1_
$a Keku, Temitope O $u Center for Gastrointestinal Biology and Disease, University of North Carolina, Chapel Hill, North Carolina
700    1_
$a Woods, Michael O $u Discipline of Genetics, Memorial University of Newfoundland, St. John's, Canada $1 https://orcid.org/000000018180418X
700    1_
$a Schafmayer, Clemens $u Department of General Surgery, University Hospital Rostock, Rostock, Germany
700    1_
$a Van Guelpen, Bethany $u Department of Radiation Sciences, Oncology Unit, Umeå University, Umeå, Sweden $u Wallenberg Centre for Molecular Medicine, Umeå University, Umeå, Sweden $1 https://orcid.org/000000029692101X
700    1_
$a Gallinger, Steven $u Lunenfeld Tanenbaum Research Institute, Mount Sinai Hospital, University of Toronto, Toronto, Ontario, Canada
700    1_
$a Hampel, Heather $u Division of Human Genetics, Department of Internal Medicine, The Ohio State University Comprehensive Cancer Center, Columbus, Ohio $1 https://orcid.org/0000000175589794
700    1_
$a Berndt, Sonja I $u Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, Maryland
700    1_
$a Pharoah, Paul D P $u Department of Public Health and Primary Care, University of Cambridge, Cambridge, United Kingdom $1 https://orcid.org/000000018494732X
700    1_
$a Lindblom, Annika $u Department of Clinical Genetics, Karolinska University Hospital, Stockholm, Sweden $u Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden
700    1_
$a Wolk, Alicja $u Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden $u Department of Surgical Sciences, Uppsala University, Uppsala, Sweden $1 https://orcid.org/0000000173876845
700    1_
$a Wu, Anna H $u University of Southern California, Preventative Medicine, Los Angeles, California
700    1_
$a White, Emily $u Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, Washington $u Department of Epidemiology, University of Washington School of Public Health, Seattle, Washington
700    1_
$a Peters, Ulrike $u Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, Washington $u Department of Epidemiology, University of Washington School of Public Health, Seattle, Washington
700    1_
$a Drew, David A $u Massachusetts General Hospital and Harvard Medical School, Clinical and Translational Epidemiology Unit, Boston, Massachusetts $1 https://orcid.org/0000000288130816
700    1_
$a Scherer, Dominique $u Institute of Medical Biometry and Informatics, University of Heidelberg, Heidelberg, Germany $1 https://orcid.org/000000034430296X
700    1_
$a Bermejo, Justo Lorenzo $u Institute of Medical Biometry and Informatics, University of Heidelberg, Heidelberg, Germany
700    1_
$a Williams, Ann C $u School of Cellular and Molecular Medicine, University of Bristol, Bristol, United Kingdom
700    1_
$a Relton, Caroline L $u Medical Research Council (MRC) Integrative Epidemiology Unit, Bristol Medical School, University of Bristol, Bristol, United Kingdom
773    0_
$w MED00006442 $t Cancer epidemiology, biomarkers & prevention : a publication of the American Association for Cancer Research, cosponsored by the American Society of Preventive Oncology $x 1538-7755 $g Roč. 30, č. 3 (2021), s. 564-575
856    41
$u https://pubmed.ncbi.nlm.nih.gov/33318029 $y Pubmed
910    __
$a ABA008 $b sig $c sign $y p $z 0
990    __
$a 20220425 $b ABA008
991    __
$a 20220506130301 $b ABA008
999    __
$a ok $b bmc $g 1789915 $s 1163711
BAS    __
$a 3
BAS    __
$a PreBMC
BMC    __
$a 2021 $b 30 $c 3 $d 564-575 $e 20201214 $i 1538-7755 $m Cancer epidemiology, biomarkers & prevention $n Cancer Epidemiol Biomarkers Prev $x MED00006442
GRA    __
$a R01 CA067941 $p NCI NIH HHS $2 United States
GRA    __
$a U01 HG004438 $p NHGRI NIH HHS $2 United States
GRA    __
$a U01 HG004446 $p NHGRI NIH HHS $2 United States
GRA    __
$a U10 CA037429 $p NCI NIH HHS $2 United States
GRA    __
$a K05 CA154337 $p NCI NIH HHS $2 United States
GRA    __
$a U01 CA164930 $p NCI NIH HHS $2 United States
GRA    __
$a P30 CA076292 $p NCI NIH HHS $2 United States
GRA    __
$a R01 CA042182 $p NCI NIH HHS $2 United States
GRA    __
$a P50 CA127003 $p NCI NIH HHS $2 United States
GRA    __
$a U01 CA067941 $p NCI NIH HHS $2 United States
GRA    __
$a R01 CA059045 $p NCI NIH HHS $2 United States
GRA    __
$a HHSN268201100001I $p NHLBI NIH HHS $2 United States
GRA    __
$a R01 CA197350 $p NCI NIH HHS $2 United States
GRA    __
$a R01 CA076366 $p NCI NIH HHS $2 United States
GRA    __
$a R35 CA197735 $p NCI NIH HHS $2 United States
GRA    __
$a R01 CA072520 $p NCI NIH HHS $2 United States
GRA    __
$a P01 CA087969 $p NCI NIH HHS $2 United States
GRA    __
$a P30 CA015704 $p NCI NIH HHS $2 United States
GRA    __
$a HHSN268201100004I $p NHLBI NIH HHS $2 United States
GRA    __
$a P30 CA006973 $p NCI NIH HHS $2 United States
GRA    __
$a U24 CA074783 $p NCI NIH HHS $2 United States
GRA    __
$a P01 CA055075 $p NCI NIH HHS $2 United States
GRA    __
$a S10 OD028685 $p NIH HHS $2 United States
GRA    __
$a R01 CA151993 $p NCI NIH HHS $2 United States
GRA    __
$a HHSN268201100046C $p NHLBI NIH HHS $2 United States
GRA    __
$a P30 DK034987 $p NIDDK NIH HHS $2 United States
GRA    __
$a R01 CA048998 $p NCI NIH HHS $2 United States
GRA    __
$a U01 CA137088 $p NCI NIH HHS $2 United States
GRA    __
$a 11975 $p Cancer Research UK $2 United Kingdom
GRA    __
$a R01 CA189184 $p NCI NIH HHS $2 United States
GRA    __
$a U01 CA167552 $p NCI NIH HHS $2 United States
GRA    __
$a HHSN268201100003C $p WHI NIH HHS $2 United States
GRA    __
$a MC_UU_12013_2 $p Medical Research Council $2 United Kingdom
GRA    __
$a Z01 CP010200 $p Intramural NIH HHS $2 United States
GRA    __
$a U24 CA074794 $p NCI NIH HHS $2 United States
GRA    __
$a R01 CA066635 $p NCI NIH HHS $2 United States
GRA    __
$a R21 CA191312 $p NCI NIH HHS $2 United States
GRA    __
$a U01 CA206110 $p NCI NIH HHS $2 United States
GRA    __
$a HHSN268201200008C $p NHLBI NIH HHS $2 United States
GRA    __
$a C18281/A19169 $p Cancer Research UK $2 United Kingdom
GRA    __
$a R01 CA137178 $p NCI NIH HHS $2 United States
GRA    __
$a U01 CA074794 $p NCI NIH HHS $2 United States
GRA    __
$a P30 CA008748 $p NCI NIH HHS $2 United States
GRA    __
$a U01 CA167551 $p NCI NIH HHS $2 United States
GRA    __
$a P30 CA014089 $p NCI NIH HHS $2 United States
GRA    __
$a R01 CA081488 $p NCI NIH HHS $2 United States
GRA    __
$a HHSN271201100004C $p NIA NIH HHS $2 United States
GRA    __
$a R01 CA201407 $p NCI NIH HHS $2 United States
GRA    __
$a R01 CA063464 $p NCI NIH HHS $2 United States
GRA    __
$a P01 CA033619 $p NCI NIH HHS $2 United States
GRA    __
$a U01 CA086308 $p NCI NIH HHS $2 United States
GRA    __
$a UM1 CA186107 $p NCI NIH HHS $2 United States
GRA    __
$a HHSN268201100002C $p WHI NIH HHS $2 United States
GRA    __
$a R01 CA207371 $p NCI NIH HHS $2 United States
GRA    __
$a R03 CA153323 $p NCI NIH HHS $2 United States
GRA    __
$a T32 ES013678 $p NIEHS NIH HHS $2 United States
GRA    __
$a R01 CA136726 $p NCI NIH HHS $2 United States
GRA    __
$a P30 CA016058 $p NCI NIH HHS $2 United States
GRA    __
$a UM1 CA167552 $p NCI NIH HHS $2 United States
GRA    __
$a K05 CA152715 $p NCI NIH HHS $2 United States
GRA    __
$a U01 CA122839 $p NCI NIH HHS $2 United States
GRA    __
$p Wellcome Trust $2 United Kingdom
GRA    __
$a HHSN268201100003I $p NHLBI NIH HHS $2 United States
GRA    __
$a HHSN268201100002I $p NHLBI NIH HHS $2 United States
GRA    __
$a U01 CA074783 $p NCI NIH HHS $2 United States
GRA    __
$a U01 CA084968 $p NCI NIH HHS $2 United States
GRA    __
$a KL2 TR000421 $p NCATS NIH HHS $2 United States
GRA    __
$a MR/R017247/1 $p Medical Research Council $2 United Kingdom
GRA    __
$a UM1 CA182883 $p NCI NIH HHS $2 United States
GRA    __
$a K07 CA190673 $p NCI NIH HHS $2 United States
GRA    __
$a HHSN268201200008I $p NHLBI NIH HHS $2 United States
GRA    __
$a 217487/Z/19/Z $p Wellcome Trust $2 United Kingdom
GRA    __
$a U01 CA164973 $p NCI NIH HHS $2 United States
GRA    __
$a R37 CA054281 $p NCI NIH HHS $2 United States
GRA    __
$a HHSN268201100001C $p WHI NIH HHS $2 United States
GRA    __
$a HHSN268201100004C $p WHI NIH HHS $2 United States
GRA    __
$a R01 CA097325 $p NCI NIH HHS $2 United States
GRA    __
$a HHSN268201700006C $p NHLBI NIH HHS $2 United States
GRA    __
$a U19 CA148107 $p NCI NIH HHS $2 United States
GRA    __
$a U01 AG018033 $p NIA NIH HHS $2 United States
LZP    __
$a Pubmed-20220425

Find record

Citation metrics

Loading data ...

Archiving options

Loading data ...