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Association between circulating inflammatory markers and adult cancer risk: a Mendelian randomization analysis
BACKGROUND: Tumour-promoting inflammation is a “hallmark” of cancer and conventional epidemiological studies have reported links between various inflammatory markers and cancer risk. The causal nature of these relationships and, thus, the suitability of these markers as intervention targets for canc...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Cold Spring Harbor Laboratory
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10187459/ https://www.ncbi.nlm.nih.gov/pubmed/37205426 http://dx.doi.org/10.1101/2023.05.04.23289196 |
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author | Yarmolinsky, James Robinson, Jamie W Mariosa, Daniela Karhunen, Ville Huang, Jian Dimou, Niki Murphy, Neil Burrows, Kimberley Bouras, Emmanouil Smith-Byrne, Karl Lewis, Sarah J Galesloot, Tessel E Kiemeney, Lambertus A Vermeulen, Sita Martin, Paul Albanes, Demetrius Hou, Lifang Newcomb, Polly A White, Emily Wolk, Alicja Wu, Anna H Marchand, Loïc Le Phipps, Amanda I Buchanan, Daniel D Zhao, Sizheng Steven Gill, Dipender Chanock, Stephen J Purdue, Mark P Smith, George Davey Brennan, Paul Herzig, Karl-Heinz Jarvelin, Marjo-Riitta Dehghan, Abbas Johansson, Mattias Gunter, Marc J Tsilidis, Kostas K Martin, Richard M |
author_facet | Yarmolinsky, James Robinson, Jamie W Mariosa, Daniela Karhunen, Ville Huang, Jian Dimou, Niki Murphy, Neil Burrows, Kimberley Bouras, Emmanouil Smith-Byrne, Karl Lewis, Sarah J Galesloot, Tessel E Kiemeney, Lambertus A Vermeulen, Sita Martin, Paul Albanes, Demetrius Hou, Lifang Newcomb, Polly A White, Emily Wolk, Alicja Wu, Anna H Marchand, Loïc Le Phipps, Amanda I Buchanan, Daniel D Zhao, Sizheng Steven Gill, Dipender Chanock, Stephen J Purdue, Mark P Smith, George Davey Brennan, Paul Herzig, Karl-Heinz Jarvelin, Marjo-Riitta Dehghan, Abbas Johansson, Mattias Gunter, Marc J Tsilidis, Kostas K Martin, Richard M |
author_sort | Yarmolinsky, James |
collection | PubMed |
description | BACKGROUND: Tumour-promoting inflammation is a “hallmark” of cancer and conventional epidemiological studies have reported links between various inflammatory markers and cancer risk. The causal nature of these relationships and, thus, the suitability of these markers as intervention targets for cancer prevention is unclear. METHODS: We meta-analysed 6 genome-wide association studies of circulating inflammatory markers comprising 59,969 participants of European ancestry. We then used combined cis-Mendelian randomization and colocalisation analysis to evaluate the causal role of 66 circulating inflammatory markers in risk of 30 adult cancers in 338,162 cancer cases and up to 824,556 controls. Genetic instruments for inflammatory markers were constructed using genome-wide significant (P < 5.0 x 10(−8)) cis-acting SNPs (i.e. in or ±250 kb from the gene encoding the relevant protein) in weak linkage disequilibrium (LD, r(2) < 0.10). Effect estimates were generated using inverse-variance weighted random-effects models and standard errors were inflated to account for weak LD between variants with reference to the 1000 Genomes Phase 3 CEU panel. A false discovery rate (FDR)-corrected P-value (“q-value”) < 0.05 was used as a threshold to define “strong evidence” to support associations and 0.05 ≤ q-value < 0.20 to define “suggestive evidence”. A colocalisation posterior probability (PPH(4)) > 70% was employed to indicate support for shared causal variants across inflammatory markers and cancer outcomes. RESULTS: We found strong evidence to support an association of genetically-proxied circulating pro-adrenomedullin concentrations with increased breast cancer risk (OR 1.19, 95% CI 1.10-1.29, q-value=0.033, PPH(4)=84.3%) and suggestive evidence to support associations of interleukin-23 receptor concentrations with increased pancreatic cancer risk (OR 1.42, 95% CI 1.20-1.69, q-value=0.055, PPH(4)=73.9%), prothrombin concentrations with decreased basal cell carcinoma risk (OR 0.66, 95% CI 0.53-0.81, q-value=0.067, PPH(4)=81.8%), macrophage migration inhibitory factor concentrations with increased bladder cancer risk (OR 1.14, 95% CI 1.05-1.23, q-value=0.072, PPH(4)=76.1%), and interleukin-1 receptor-like 1 concentrations with decreased triple-negative breast cancer risk (OR 0.92, 95% CI 0.88-0.97, q-value=0.15), PPH(4)=85.6%). For 22 of 30 cancer outcomes examined, there was little evidence (q-value ≥ 0.20) that any of the 66 circulating inflammatory markers examined were associated with cancer risk. CONCLUSION: Our comprehensive joint Mendelian randomization and colocalisation analysis of the role of circulating inflammatory markers in cancer risk identified potential roles for 5 circulating inflammatory markers in risk of 5 site-specific cancers. Contrary to reports from some prior conventional epidemiological studies, we found little evidence of association of circulating inflammatory markers with the majority of site-specific cancers evaluated. |
format | Online Article Text |
id | pubmed-10187459 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Cold Spring Harbor Laboratory |
record_format | MEDLINE/PubMed |
spelling | pubmed-101874592023-05-17 Association between circulating inflammatory markers and adult cancer risk: a Mendelian randomization analysis Yarmolinsky, James Robinson, Jamie W Mariosa, Daniela Karhunen, Ville Huang, Jian Dimou, Niki Murphy, Neil Burrows, Kimberley Bouras, Emmanouil Smith-Byrne, Karl Lewis, Sarah J Galesloot, Tessel E Kiemeney, Lambertus A Vermeulen, Sita Martin, Paul Albanes, Demetrius Hou, Lifang Newcomb, Polly A White, Emily Wolk, Alicja Wu, Anna H Marchand, Loïc Le Phipps, Amanda I Buchanan, Daniel D Zhao, Sizheng Steven Gill, Dipender Chanock, Stephen J Purdue, Mark P Smith, George Davey Brennan, Paul Herzig, Karl-Heinz Jarvelin, Marjo-Riitta Dehghan, Abbas Johansson, Mattias Gunter, Marc J Tsilidis, Kostas K Martin, Richard M medRxiv Article BACKGROUND: Tumour-promoting inflammation is a “hallmark” of cancer and conventional epidemiological studies have reported links between various inflammatory markers and cancer risk. The causal nature of these relationships and, thus, the suitability of these markers as intervention targets for cancer prevention is unclear. METHODS: We meta-analysed 6 genome-wide association studies of circulating inflammatory markers comprising 59,969 participants of European ancestry. We then used combined cis-Mendelian randomization and colocalisation analysis to evaluate the causal role of 66 circulating inflammatory markers in risk of 30 adult cancers in 338,162 cancer cases and up to 824,556 controls. Genetic instruments for inflammatory markers were constructed using genome-wide significant (P < 5.0 x 10(−8)) cis-acting SNPs (i.e. in or ±250 kb from the gene encoding the relevant protein) in weak linkage disequilibrium (LD, r(2) < 0.10). Effect estimates were generated using inverse-variance weighted random-effects models and standard errors were inflated to account for weak LD between variants with reference to the 1000 Genomes Phase 3 CEU panel. A false discovery rate (FDR)-corrected P-value (“q-value”) < 0.05 was used as a threshold to define “strong evidence” to support associations and 0.05 ≤ q-value < 0.20 to define “suggestive evidence”. A colocalisation posterior probability (PPH(4)) > 70% was employed to indicate support for shared causal variants across inflammatory markers and cancer outcomes. RESULTS: We found strong evidence to support an association of genetically-proxied circulating pro-adrenomedullin concentrations with increased breast cancer risk (OR 1.19, 95% CI 1.10-1.29, q-value=0.033, PPH(4)=84.3%) and suggestive evidence to support associations of interleukin-23 receptor concentrations with increased pancreatic cancer risk (OR 1.42, 95% CI 1.20-1.69, q-value=0.055, PPH(4)=73.9%), prothrombin concentrations with decreased basal cell carcinoma risk (OR 0.66, 95% CI 0.53-0.81, q-value=0.067, PPH(4)=81.8%), macrophage migration inhibitory factor concentrations with increased bladder cancer risk (OR 1.14, 95% CI 1.05-1.23, q-value=0.072, PPH(4)=76.1%), and interleukin-1 receptor-like 1 concentrations with decreased triple-negative breast cancer risk (OR 0.92, 95% CI 0.88-0.97, q-value=0.15), PPH(4)=85.6%). For 22 of 30 cancer outcomes examined, there was little evidence (q-value ≥ 0.20) that any of the 66 circulating inflammatory markers examined were associated with cancer risk. CONCLUSION: Our comprehensive joint Mendelian randomization and colocalisation analysis of the role of circulating inflammatory markers in cancer risk identified potential roles for 5 circulating inflammatory markers in risk of 5 site-specific cancers. Contrary to reports from some prior conventional epidemiological studies, we found little evidence of association of circulating inflammatory markers with the majority of site-specific cancers evaluated. Cold Spring Harbor Laboratory 2023-05-05 /pmc/articles/PMC10187459/ /pubmed/37205426 http://dx.doi.org/10.1101/2023.05.04.23289196 Text en https://creativecommons.org/licenses/by-nc-nd/4.0/This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License (https://creativecommons.org/licenses/by-nc-nd/4.0/) , which allows reusers to copy and distribute the material in any medium or format in unadapted form only, for noncommercial purposes only, and only so long as attribution is given to the creator. |
spellingShingle | Article Yarmolinsky, James Robinson, Jamie W Mariosa, Daniela Karhunen, Ville Huang, Jian Dimou, Niki Murphy, Neil Burrows, Kimberley Bouras, Emmanouil Smith-Byrne, Karl Lewis, Sarah J Galesloot, Tessel E Kiemeney, Lambertus A Vermeulen, Sita Martin, Paul Albanes, Demetrius Hou, Lifang Newcomb, Polly A White, Emily Wolk, Alicja Wu, Anna H Marchand, Loïc Le Phipps, Amanda I Buchanan, Daniel D Zhao, Sizheng Steven Gill, Dipender Chanock, Stephen J Purdue, Mark P Smith, George Davey Brennan, Paul Herzig, Karl-Heinz Jarvelin, Marjo-Riitta Dehghan, Abbas Johansson, Mattias Gunter, Marc J Tsilidis, Kostas K Martin, Richard M Association between circulating inflammatory markers and adult cancer risk: a Mendelian randomization analysis |
title | Association between circulating inflammatory markers and adult cancer risk: a Mendelian randomization analysis |
title_full | Association between circulating inflammatory markers and adult cancer risk: a Mendelian randomization analysis |
title_fullStr | Association between circulating inflammatory markers and adult cancer risk: a Mendelian randomization analysis |
title_full_unstemmed | Association between circulating inflammatory markers and adult cancer risk: a Mendelian randomization analysis |
title_short | Association between circulating inflammatory markers and adult cancer risk: a Mendelian randomization analysis |
title_sort | association between circulating inflammatory markers and adult cancer risk: a mendelian randomization analysis |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10187459/ https://www.ncbi.nlm.nih.gov/pubmed/37205426 http://dx.doi.org/10.1101/2023.05.04.23289196 |
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