Purpose We aimed to characterize genetic correlations and causal associations between circulating C-reactive protein (CRP) levels and the risk of lung cancer (LC). Methods Leveraging summary statistics from genome-wide association studies of circulating CRP levels among 575,531 individuals of European ancestry, and LC risk among 29,266 cases and 56,450 controls, we investigated genetic associations of circulating CRP levels with the risk of overall lung cancer and its histological subtypes, by using linkage disequilibrium score (LDSC) regression and Mendelian randomization (MR) analyses. Results Significant positive genetic correlations between circulating CRP levels and the risk of LC and its histological subtypes were identified from LDSC regression, with correlation coefficients ranging from 0.12 to 0.26, and all false discovery adjusted p < 0.05. Univariable MR demonstrated a nominal association between CRP levels and an increased risk of lung squamous cell carcinoma (SCC) (inverse variance-weighted OR = 1.15, 95% CI 1.01-1.30). However, this association disappeared when multivariable MR included cigarettes per day and/or body mass index. By using our recently developed constrained maximum likelihood-based MR method, we identified significant associations of CRP levels with the risk of overall LC (OR 1.06, 95% CI 1.03-1.09), SCC (OR 1.06, 95% CI 1.02-1.09), and small cell lung cancer (SCLC, OR 1.09, 95% CI 1.03-1.15). Moreover, most univariable and multivariable MR analyses also revealed consistent CRP-SCLC associations. Conclusion There may be a genetic and causal association between circulating CRP levels and the risk of SCLC, which is in line with previous population-based observational studies.
机构:
Univ Iowa, Coll Publ Hlth, Dept Epidemiol, 145 Riverside Dr,S471 CPHB, Iowa City, IA 52242 USAUniv Iowa, Coll Publ Hlth, Dept Epidemiol, 145 Riverside Dr,S471 CPHB, Iowa City, IA 52242 USA
Spracklen, Cassandra N.
Smith, Caitlin J.
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Univ Iowa, Coll Publ Hlth, Dept Epidemiol, 145 Riverside Dr,S471 CPHB, Iowa City, IA 52242 USAUniv Iowa, Coll Publ Hlth, Dept Epidemiol, 145 Riverside Dr,S471 CPHB, Iowa City, IA 52242 USA
Smith, Caitlin J.
Saftlas, Audrey F.
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Univ Iowa, Coll Publ Hlth, Dept Epidemiol, 145 Riverside Dr,S471 CPHB, Iowa City, IA 52242 USAUniv Iowa, Coll Publ Hlth, Dept Epidemiol, 145 Riverside Dr,S471 CPHB, Iowa City, IA 52242 USA
Saftlas, Audrey F.
Triche, Elizabeth W.
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h-index: 0
机构:
Brown Univ, Div Biol & Med, Dept Epidemiol, Providence, RI 02912 USAUniv Iowa, Coll Publ Hlth, Dept Epidemiol, 145 Riverside Dr,S471 CPHB, Iowa City, IA 52242 USA
Triche, Elizabeth W.
Bjonnes, Andrew
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Massachusetts Gen Hosp, Ctr Human Genet Res, Boston, MA 02114 USA
Massachusetts Gen Hosp, Dept Anesthesia Crit Care & Pain Med, Boston, MA 02114 USA
Broad Inst, Program Med & Populat Genet, Cambridge, MA USAUniv Iowa, Coll Publ Hlth, Dept Epidemiol, 145 Riverside Dr,S471 CPHB, Iowa City, IA 52242 USA
Bjonnes, Andrew
Keating, Brendan J.
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Univ Penn, Dept Surg, Penn Transplant Inst, Perelman Sch Med, Philadelphia, PA 19104 USA
Childrens Hosp Philadelphia, Div Genet, Philadelphia, PA 19104 USAUniv Iowa, Coll Publ Hlth, Dept Epidemiol, 145 Riverside Dr,S471 CPHB, Iowa City, IA 52242 USA
Keating, Brendan J.
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Saxena, Richa
Breheny, Patrick J.
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Univ Iowa, Coll Publ Hlth, Dept Biostat, Iowa City, IA USAUniv Iowa, Coll Publ Hlth, Dept Epidemiol, 145 Riverside Dr,S471 CPHB, Iowa City, IA 52242 USA
Breheny, Patrick J.
Dewan, Andrew T.
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Yale Sch Publ Hlth, Div Chron Dis Epidemiol, New Haven, CT USAUniv Iowa, Coll Publ Hlth, Dept Epidemiol, 145 Riverside Dr,S471 CPHB, Iowa City, IA 52242 USA
Dewan, Andrew T.
Robinson, Jennifer G.
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Univ Iowa, Coll Publ Hlth, Dept Epidemiol, 145 Riverside Dr,S471 CPHB, Iowa City, IA 52242 USAUniv Iowa, Coll Publ Hlth, Dept Epidemiol, 145 Riverside Dr,S471 CPHB, Iowa City, IA 52242 USA
Robinson, Jennifer G.
Hoh, Josephine
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Yale Sch Publ Hlth, Dept Environm Hlth Sci, New Haven, CT USAUniv Iowa, Coll Publ Hlth, Dept Epidemiol, 145 Riverside Dr,S471 CPHB, Iowa City, IA 52242 USA
Hoh, Josephine
Ryckman, Kelli K.
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Univ Iowa, Coll Publ Hlth, Dept Epidemiol, 145 Riverside Dr,S471 CPHB, Iowa City, IA 52242 USAUniv Iowa, Coll Publ Hlth, Dept Epidemiol, 145 Riverside Dr,S471 CPHB, Iowa City, IA 52242 USA
机构:
Univ London Imperial Coll Sci Technol & Med, MRCHPA Ctr Environm & Hlth, Dept Epidemiol & Publ Hlth, Fac Med, London W2 1PG, EnglandUniv London Imperial Coll Sci Technol & Med, MRCHPA Ctr Environm & Hlth, Dept Epidemiol & Publ Hlth, Fac Med, London W2 1PG, England
Elliott, Paul
Chambers, John C.
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机构:Univ London Imperial Coll Sci Technol & Med, MRCHPA Ctr Environm & Hlth, Dept Epidemiol & Publ Hlth, Fac Med, London W2 1PG, England
Chambers, John C.
Zhang, Weihua
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h-index: 0
机构:Univ London Imperial Coll Sci Technol & Med, MRCHPA Ctr Environm & Hlth, Dept Epidemiol & Publ Hlth, Fac Med, London W2 1PG, England
Zhang, Weihua
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Clarke, Robert
Hopewell, Jemma C.
论文数: 0引用数: 0
h-index: 0
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Univ Oxford, Clin Trial Serv Unit, Oxford, England
Univ Oxford, Epidemiol Studies Unit, Oxford, EnglandUniv London Imperial Coll Sci Technol & Med, MRCHPA Ctr Environm & Hlth, Dept Epidemiol & Publ Hlth, Fac Med, London W2 1PG, England
Hopewell, Jemma C.
Peden, John F.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Oxford, Dept Cardiovasc Med, Oxford, England
Univ Oxford, Wellcome Trust Ctr Human Genet, Oxford, EnglandUniv London Imperial Coll Sci Technol & Med, MRCHPA Ctr Environm & Hlth, Dept Epidemiol & Publ Hlth, Fac Med, London W2 1PG, England
Peden, John F.
Erdmann, Jeanette
论文数: 0引用数: 0
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Med Univ Lubeck, D-23538 Lubeck, GermanyUniv London Imperial Coll Sci Technol & Med, MRCHPA Ctr Environm & Hlth, Dept Epidemiol & Publ Hlth, Fac Med, London W2 1PG, England
Erdmann, Jeanette
Braund, Peter
论文数: 0引用数: 0
h-index: 0
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Univ Leicester, Dept Cardiovasc Sci, Leicester, Leics, EnglandUniv London Imperial Coll Sci Technol & Med, MRCHPA Ctr Environm & Hlth, Dept Epidemiol & Publ Hlth, Fac Med, London W2 1PG, England
Braund, Peter
Engert, James C.
论文数: 0引用数: 0
h-index: 0
机构:
McGill Univ, Dept Med, Montreal, PQ, Canada
McGill Univ, Dept Human Genet, Montreal, PQ, CanadaUniv London Imperial Coll Sci Technol & Med, MRCHPA Ctr Environm & Hlth, Dept Epidemiol & Publ Hlth, Fac Med, London W2 1PG, England
Engert, James C.
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Bennett, Derrick
Coin, Lachlan
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h-index: 0
机构:Univ London Imperial Coll Sci Technol & Med, MRCHPA Ctr Environm & Hlth, Dept Epidemiol & Publ Hlth, Fac Med, London W2 1PG, England
Coin, Lachlan
Ashby, Deborah
论文数: 0引用数: 0
h-index: 0
机构:Univ London Imperial Coll Sci Technol & Med, MRCHPA Ctr Environm & Hlth, Dept Epidemiol & Publ Hlth, Fac Med, London W2 1PG, England
Ashby, Deborah
Tzoulaki, Ioanna
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h-index: 0
机构:Univ London Imperial Coll Sci Technol & Med, MRCHPA Ctr Environm & Hlth, Dept Epidemiol & Publ Hlth, Fac Med, London W2 1PG, England
Tzoulaki, Ioanna
Brown, Ian J.
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h-index: 0
机构:Univ London Imperial Coll Sci Technol & Med, MRCHPA Ctr Environm & Hlth, Dept Epidemiol & Publ Hlth, Fac Med, London W2 1PG, England
Brown, Ian J.
Mt-Isa, Shahrul
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h-index: 0
机构:Univ London Imperial Coll Sci Technol & Med, MRCHPA Ctr Environm & Hlth, Dept Epidemiol & Publ Hlth, Fac Med, London W2 1PG, England
Mt-Isa, Shahrul
McCarthy, Mark I.
论文数: 0引用数: 0
h-index: 0
机构:
Oxford Ctr Diabet Endocrinol & Metab, Oxford, England
Inst Hlth Res Biomed Res, Oxford Natl Inst, Oxford, EnglandUniv London Imperial Coll Sci Technol & Med, MRCHPA Ctr Environm & Hlth, Dept Epidemiol & Publ Hlth, Fac Med, London W2 1PG, England
McCarthy, Mark I.
Peltonen, Leena
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机构:
Wellcome Trust Sanger Inst, Cambridge, EnglandUniv London Imperial Coll Sci Technol & Med, MRCHPA Ctr Environm & Hlth, Dept Epidemiol & Publ Hlth, Fac Med, London W2 1PG, England
Peltonen, Leena
Freimer, Nelson B.
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Univ Calif Los Angeles, Ctr Neurobehav Genet, Los Angeles, CA USAUniv London Imperial Coll Sci Technol & Med, MRCHPA Ctr Environm & Hlth, Dept Epidemiol & Publ Hlth, Fac Med, London W2 1PG, England
Freimer, Nelson B.
Farrall, Martin
论文数: 0引用数: 0
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机构:
Univ Oxford, Dept Cardiovasc Med, Oxford, England
Univ Oxford, Wellcome Trust Ctr Human Genet, Oxford, EnglandUniv London Imperial Coll Sci Technol & Med, MRCHPA Ctr Environm & Hlth, Dept Epidemiol & Publ Hlth, Fac Med, London W2 1PG, England
Farrall, Martin
Ruokonen, Aimo
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Univ Oulu, Inst Diagnost, Oulu, FinlandUniv London Imperial Coll Sci Technol & Med, MRCHPA Ctr Environm & Hlth, Dept Epidemiol & Publ Hlth, Fac Med, London W2 1PG, England
Ruokonen, Aimo
Hamsten, Anders
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机构:
Karolinska Inst, Dept Med, Stockholm, SwedenUniv London Imperial Coll Sci Technol & Med, MRCHPA Ctr Environm & Hlth, Dept Epidemiol & Publ Hlth, Fac Med, London W2 1PG, England
Hamsten, Anders
Lim, Noha
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GlaxoSmithKline, Div Genet, King Of Prussia, PA USAUniv London Imperial Coll Sci Technol & Med, MRCHPA Ctr Environm & Hlth, Dept Epidemiol & Publ Hlth, Fac Med, London W2 1PG, England
Lim, Noha
Froguel, Philippe
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h-index: 0
机构:Univ London Imperial Coll Sci Technol & Med, MRCHPA Ctr Environm & Hlth, Dept Epidemiol & Publ Hlth, Fac Med, London W2 1PG, England
Froguel, Philippe
Waterworth, Dawn M.
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h-index: 0
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GlaxoSmithKline, Div Genet, King Of Prussia, PA USAUniv London Imperial Coll Sci Technol & Med, MRCHPA Ctr Environm & Hlth, Dept Epidemiol & Publ Hlth, Fac Med, London W2 1PG, England
Waterworth, Dawn M.
Vollenweider, Peter
论文数: 0引用数: 0
h-index: 0
机构:
CHUV Univ Hosp, Dept Med, Lausanne, SwitzerlandUniv London Imperial Coll Sci Technol & Med, MRCHPA Ctr Environm & Hlth, Dept Epidemiol & Publ Hlth, Fac Med, London W2 1PG, England
Vollenweider, Peter
Waeber, Gerard
论文数: 0引用数: 0
h-index: 0
机构:
CHUV Univ Hosp, Dept Med, Lausanne, SwitzerlandUniv London Imperial Coll Sci Technol & Med, MRCHPA Ctr Environm & Hlth, Dept Epidemiol & Publ Hlth, Fac Med, London W2 1PG, England
Waeber, Gerard
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Jarvelin, Marjo-Riitta
Mooser, Vincent
论文数: 0引用数: 0
h-index: 0
机构:
GlaxoSmithKline, Div Genet, King Of Prussia, PA USAUniv London Imperial Coll Sci Technol & Med, MRCHPA Ctr Environm & Hlth, Dept Epidemiol & Publ Hlth, Fac Med, London W2 1PG, England
Mooser, Vincent
Scott, James
论文数: 0引用数: 0
h-index: 0
机构:Univ London Imperial Coll Sci Technol & Med, MRCHPA Ctr Environm & Hlth, Dept Epidemiol & Publ Hlth, Fac Med, London W2 1PG, England
Scott, James
Hall, Alistair S.
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h-index: 0
机构:
Univ Leeds, Leeds Inst Genet & Therapeut, Leeds, W Yorkshire, EnglandUniv London Imperial Coll Sci Technol & Med, MRCHPA Ctr Environm & Hlth, Dept Epidemiol & Publ Hlth, Fac Med, London W2 1PG, England
Hall, Alistair S.
Schunkert, Heribert
论文数: 0引用数: 0
h-index: 0
机构:
Med Univ Lubeck, D-23538 Lubeck, GermanyUniv London Imperial Coll Sci Technol & Med, MRCHPA Ctr Environm & Hlth, Dept Epidemiol & Publ Hlth, Fac Med, London W2 1PG, England
Schunkert, Heribert
Anand, Sonia S.
论文数: 0引用数: 0
h-index: 0
机构:
Hamilton Hlth Sci, Populat Hlth Res Inst, Hamilton, ON, Canada
McMaster Univ, Dept Med, Hamilton, ON L8S 4L8, Canada
McMaster Univ, Dept Clin Epidemiol & Biostat, Hamilton, ON L8S 4L8, CanadaUniv London Imperial Coll Sci Technol & Med, MRCHPA Ctr Environm & Hlth, Dept Epidemiol & Publ Hlth, Fac Med, London W2 1PG, England
Anand, Sonia S.
Collins, Rory
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机构:
Univ Oxford, Clin Trial Serv Unit, Oxford, England
Univ Oxford, Epidemiol Studies Unit, Oxford, EnglandUniv London Imperial Coll Sci Technol & Med, MRCHPA Ctr Environm & Hlth, Dept Epidemiol & Publ Hlth, Fac Med, London W2 1PG, England
Collins, Rory
Samani, Nilesh J.
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Univ Leicester, Dept Cardiovasc Sci, Leicester, Leics, EnglandUniv London Imperial Coll Sci Technol & Med, MRCHPA Ctr Environm & Hlth, Dept Epidemiol & Publ Hlth, Fac Med, London W2 1PG, England
Samani, Nilesh J.
Watkins, Hugh
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h-index: 0
机构:
Univ Oxford, Dept Cardiovasc Med, Oxford, England
Univ Oxford, Wellcome Trust Ctr Human Genet, Oxford, EnglandUniv London Imperial Coll Sci Technol & Med, MRCHPA Ctr Environm & Hlth, Dept Epidemiol & Publ Hlth, Fac Med, London W2 1PG, England
Watkins, Hugh
Kooner, Jaspal S.
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机构:Univ London Imperial Coll Sci Technol & Med, MRCHPA Ctr Environm & Hlth, Dept Epidemiol & Publ Hlth, Fac Med, London W2 1PG, England
Kooner, Jaspal S.
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION,
2009,
302
(01):
: 37
-
48
机构:
Univ Western Australia, Sch Populat Hlth, Crawley 6009, AustraliaUniv Western Australia, Sch Populat Hlth, Crawley 6009, Australia
Hickling, Siobhan
Hung, Joseph
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h-index: 0
机构:
Univ Western Australia, Dept Cardiol, Sir Charles Gairdner Hosp, Crawley 6009, Australia
Univ Western Australia, Sch Med & Pharmacol, Crawley 6009, AustraliaUniv Western Australia, Sch Populat Hlth, Crawley 6009, Australia
Hung, Joseph
Knuiman, Matthew
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h-index: 0
机构:
Univ Western Australia, Sch Populat Hlth, Crawley 6009, AustraliaUniv Western Australia, Sch Populat Hlth, Crawley 6009, Australia
Knuiman, Matthew
Divitini, Mark
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h-index: 0
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Univ Western Australia, Sch Populat Hlth, Crawley 6009, AustraliaUniv Western Australia, Sch Populat Hlth, Crawley 6009, Australia
Divitini, Mark
Beilby, John
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h-index: 0
机构:
Univ Western Australia, PathCtr, QEII Med Ctr, Crawley 6009, Australia
Univ Western Australia, Sch Surg & Pathol, Crawley 6009, AustraliaUniv Western Australia, Sch Populat Hlth, Crawley 6009, Australia