Single-nucleotide polymorphisms based genetic risk score in the prediction of pancreatic cancer risk

Disease-related single nucleotide polymorphisms (SNPs) based genetic risk score (GRS) has been proven to provide independent inherited risk other than family history in multiple cancer types. To evaluate the potential of GRS in the prediction of pancreatic cancer risk. In this case-control study (25...

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Published inWorld journal of gastroenterology : WJG Vol. 26; no. 22; pp. 3076 - 3086
Main Authors Wang, Xiao-Yi, Chen, Hai-Tao, Jiang, De-Ke, Lin, Xiao-Ling, Yang, Feng, Jin, Chen, Fu, De-Liang, Xu, Jian-Feng
Format Journal Article
LanguageEnglish
Published United States Baishideng Publishing Group Inc 14.06.2020
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ISSN1007-9327
2219-2840
2219-2840
DOI10.3748/wjg.v26.i22.3076

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Abstract Disease-related single nucleotide polymorphisms (SNPs) based genetic risk score (GRS) has been proven to provide independent inherited risk other than family history in multiple cancer types. To evaluate the potential of GRS in the prediction of pancreatic cancer risk. In this case-control study (254 cases and 1200 controls), we aimed to evaluate the association between GRS and pancreatic ductal adenocarcinoma (PDAC) risk in the Chinese population. The GRS was calculated based on the genotype information of 18 PDAC-related SNPs for each study subject (personal genotyping information of the SNPs) and was weighted by external odd ratios (ORs). GRS was significantly different in cases and controls (1.96 ± 3.84 in PDACs 1.09 ± 0.94 in controls, < 0.0001). Logistic regression revealed GRS to be associated with PDAC risk [OR = 1.23, 95% confidence interval (CI): 1.13-1.34, < 0.0001]. GRS remained significantly associated with PDAC (OR = 1.36, 95%CI: 1.06-1.74, = 0.015) after adjusting for age and sex. Further analysis revealed an association of increased risk for PDAC with higher GRS. Compared with low GRS (< 1.0), subjects with high GRS (2.0) were 99% more likely to have PDAC (OR: 1.99, 95%CI: 1.30-3.04, = 0.002). Participants with intermediate GRS (1.0-1.9) were 39% more likely to have PDAC (OR: 1.39, 95%CI: 1.03-1.84, = 0.031). A positive trend was observed ( trend = 0.0006). GRS based on PDAC-associated SNPs could provide independent information on PDAC risk and may be used to predict a high risk PDAC population.
AbstractList Disease-related single nucleotide polymorphisms (SNPs) based genetic risk score (GRS) has been proven to provide independent inherited risk other than family history in multiple cancer types.BACKGROUNDDisease-related single nucleotide polymorphisms (SNPs) based genetic risk score (GRS) has been proven to provide independent inherited risk other than family history in multiple cancer types.To evaluate the potential of GRS in the prediction of pancreatic cancer risk.AIMTo evaluate the potential of GRS in the prediction of pancreatic cancer risk.In this case-control study (254 cases and 1200 controls), we aimed to evaluate the association between GRS and pancreatic ductal adenocarcinoma (PDAC) risk in the Chinese population. The GRS was calculated based on the genotype information of 18 PDAC-related SNPs for each study subject (personal genotyping information of the SNPs) and was weighted by external odd ratios (ORs).METHODSIn this case-control study (254 cases and 1200 controls), we aimed to evaluate the association between GRS and pancreatic ductal adenocarcinoma (PDAC) risk in the Chinese population. The GRS was calculated based on the genotype information of 18 PDAC-related SNPs for each study subject (personal genotyping information of the SNPs) and was weighted by external odd ratios (ORs).GRS was significantly different in cases and controls (1.96 ± 3.84 in PDACs vs 1.09 ± 0.94 in controls, P < 0.0001). Logistic regression revealed GRS to be associated with PDAC risk [OR = 1.23, 95% confidence interval (CI): 1.13-1.34, P < 0.0001]. GRS remained significantly associated with PDAC (OR = 1.36, 95%CI: 1.06-1.74, P = 0.015) after adjusting for age and sex. Further analysis revealed an association of increased risk for PDAC with higher GRS. Compared with low GRS (< 1.0), subjects with high GRS (2.0) were 99% more likely to have PDAC (OR: 1.99, 95%CI: 1.30-3.04, P = 0.002). Participants with intermediate GRS (1.0-1.9) were 39% more likely to have PDAC (OR: 1.39, 95%CI: 1.03-1.84, P = 0.031). A positive trend was observed (P trend = 0.0006).RESULTSGRS was significantly different in cases and controls (1.96 ± 3.84 in PDACs vs 1.09 ± 0.94 in controls, P < 0.0001). Logistic regression revealed GRS to be associated with PDAC risk [OR = 1.23, 95% confidence interval (CI): 1.13-1.34, P < 0.0001]. GRS remained significantly associated with PDAC (OR = 1.36, 95%CI: 1.06-1.74, P = 0.015) after adjusting for age and sex. Further analysis revealed an association of increased risk for PDAC with higher GRS. Compared with low GRS (< 1.0), subjects with high GRS (2.0) were 99% more likely to have PDAC (OR: 1.99, 95%CI: 1.30-3.04, P = 0.002). Participants with intermediate GRS (1.0-1.9) were 39% more likely to have PDAC (OR: 1.39, 95%CI: 1.03-1.84, P = 0.031). A positive trend was observed (P trend = 0.0006).GRS based on PDAC-associated SNPs could provide independent information on PDAC risk and may be used to predict a high risk PDAC population.CONCLUSIONGRS based on PDAC-associated SNPs could provide independent information on PDAC risk and may be used to predict a high risk PDAC population.
Disease-related single nucleotide polymorphisms (SNPs) based genetic risk score (GRS) has been proven to provide independent inherited risk other than family history in multiple cancer types. To evaluate the potential of GRS in the prediction of pancreatic cancer risk. In this case-control study (254 cases and 1200 controls), we aimed to evaluate the association between GRS and pancreatic ductal adenocarcinoma (PDAC) risk in the Chinese population. The GRS was calculated based on the genotype information of 18 PDAC-related SNPs for each study subject (personal genotyping information of the SNPs) and was weighted by external odd ratios (ORs). GRS was significantly different in cases and controls (1.96 ± 3.84 in PDACs 1.09 ± 0.94 in controls, < 0.0001). Logistic regression revealed GRS to be associated with PDAC risk [OR = 1.23, 95% confidence interval (CI): 1.13-1.34, < 0.0001]. GRS remained significantly associated with PDAC (OR = 1.36, 95%CI: 1.06-1.74, = 0.015) after adjusting for age and sex. Further analysis revealed an association of increased risk for PDAC with higher GRS. Compared with low GRS (< 1.0), subjects with high GRS (2.0) were 99% more likely to have PDAC (OR: 1.99, 95%CI: 1.30-3.04, = 0.002). Participants with intermediate GRS (1.0-1.9) were 39% more likely to have PDAC (OR: 1.39, 95%CI: 1.03-1.84, = 0.031). A positive trend was observed ( trend = 0.0006). GRS based on PDAC-associated SNPs could provide independent information on PDAC risk and may be used to predict a high risk PDAC population.
Author Xu, Jian-Feng
Fu, De-Liang
Jiang, De-Ke
Lin, Xiao-Ling
Chen, Hai-Tao
Jin, Chen
Wang, Xiao-Yi
Yang, Feng
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Cites_doi 10.1016/j.ejca.2013.12.014
10.1371/journal.pone.0072311
10.1038/ng.1020
10.1016/j.eururo.2011.01.017
10.1016/j.eururo.2012.05.006
10.1053/j.seminoncol.2014.12.002
10.1038/ng.3052
10.1007/s13277-013-1033-3
10.1161/CIRCGENETICS.111.961342
10.1158/1078-0432.CCR-09-3209
10.1053/j.gastro.2015.02.010
10.1016/j.eururo.2012.11.047
10.1016/j.canlet.2015.10.003
10.1016/j.canep.2016.10.005
10.1371/journal.pone.0011824
10.1038/ng.429
10.1016/S0140-6736(15)00551-6
10.1080/00039896.1969.10666825
10.3748/wjg.v20.i32.11182
10.1038/ng.522
10.1080/19485565.2013.774628
10.1155/2011/215985
10.3322/caac.21262
10.1016/S0140-6736(10)61267-6
10.2147/CLEP.S145636
10.1002/cncr.29664
10.1016/j.pan.2017.09.009
10.3349/ymj.2013.54.3.643
10.5808/GI.2012.10.3.175
10.3322/caac.21338
10.18632/oncotarget.7623
10.1002/hep.27794
10.1093/carcin/bgs151
10.1001/jama.2015.17703
10.1007/s10680-008-9173-7
10.7326/0003-4819-55-1-33
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Keywords Chinese population
Single nucleotide polymorphisms
Genome-wide association study
Genetic risk score
Pancreatic cancer
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This article is an open-access article which was selected by an in-house editor and fully peer-reviewed by external reviewers. It is distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited and the use is non-commercial.
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Author contributions: Wang XY, Chen HT and Na R contributed equally to this study; Wang XY, Na R, Xu JF, Fu DL, Jin C and Yang F designed the research; Wang XY, Chen HT, Na R and Lin XL performed the research; Xu JF and Chen HT contributed analytic methods; Jiang DK and Xu JF contributed control group data; Wang XY, Chen HT and Lin XL analyzed the data; Wang XY and Na R wrote the paper.
Corresponding author: De-Liang Fu, MD, PhD, Doctor, Professor, Surgical Oncologist, Department of Pancreatic Surgery, Pancreatic Disease Institute, Huashan Hospital, Fudan University, No. 12, Central Urumqi Road, Shanghai 200040, China. fudeliang@huashan.org.cn
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References ref13
ref35
ref12
ref34
ref15
ref37
ref14
ref36
ref31
ref30
ref11
ref33
ref10
ref32
ref2
ref1
ref17
ref16
ref19
ref18
ref24
ref23
ref26
ref25
ref20
ref22
ref21
ref28
ref27
ref29
ref8
ref7
ref9
ref4
ref3
ref6
ref5
References_xml – ident: ref9
  doi: 10.1016/j.ejca.2013.12.014
– ident: ref37
  doi: 10.1371/journal.pone.0072311
– ident: ref21
  doi: 10.1038/ng.1020
– ident: ref15
  doi: 10.1016/j.eururo.2011.01.017
– ident: ref31
  doi: 10.1016/j.eururo.2012.05.006
– ident: ref5
– ident: ref10
  doi: 10.1053/j.seminoncol.2014.12.002
– ident: ref19
  doi: 10.1038/ng.3052
– ident: ref6
  doi: 10.1007/s13277-013-1033-3
– ident: ref29
  doi: 10.1161/CIRCGENETICS.111.961342
– ident: ref11
  doi: 10.1158/1078-0432.CCR-09-3209
– ident: ref14
  doi: 10.1053/j.gastro.2015.02.010
– ident: ref16
  doi: 10.1016/j.eururo.2012.11.047
– ident: ref3
  doi: 10.1016/j.canlet.2015.10.003
– ident: ref35
  doi: 10.1016/j.canep.2016.10.005
– ident: ref20
  doi: 10.1371/journal.pone.0011824
– ident: ref18
  doi: 10.1038/ng.429
– ident: ref4
  doi: 10.1016/S0140-6736(15)00551-6
– ident: ref27
  doi: 10.1080/00039896.1969.10666825
– ident: ref8
  doi: 10.3748/wjg.v20.i32.11182
– ident: ref22
  doi: 10.1038/ng.522
– ident: ref30
  doi: 10.1080/19485565.2013.774628
– ident: ref34
  doi: 10.1155/2011/215985
– ident: ref1
  doi: 10.3322/caac.21262
– ident: ref28
  doi: 10.1016/S0140-6736(10)61267-6
– ident: ref33
  doi: 10.2147/CLEP.S145636
– ident: ref12
  doi: 10.1002/cncr.29664
– ident: ref23
  doi: 10.1016/j.pan.2017.09.009
– ident: ref7
  doi: 10.3349/ymj.2013.54.3.643
– ident: ref32
  doi: 10.5808/GI.2012.10.3.175
– ident: ref2
  doi: 10.3322/caac.21338
– ident: ref17
  doi: 10.18632/oncotarget.7623
– ident: ref24
  doi: 10.1002/hep.27794
– ident: ref25
  doi: 10.1093/carcin/bgs151
– ident: ref36
  doi: 10.1001/jama.2015.17703
– ident: ref13
  doi: 10.1007/s10680-008-9173-7
– ident: ref26
  doi: 10.7326/0003-4819-55-1-33
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Snippet Disease-related single nucleotide polymorphisms (SNPs) based genetic risk score (GRS) has been proven to provide independent inherited risk other than family...
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SubjectTerms Case Control Study
Case-Control Studies
Genetic Predisposition to Disease
Genome-Wide Association Study
Genotype
Humans
Nucleotides
Pancreatic Neoplasms - epidemiology
Pancreatic Neoplasms - genetics
Polymorphism, Single Nucleotide
Risk Factors
Title Single-nucleotide polymorphisms based genetic risk score in the prediction of pancreatic cancer risk
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