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Pre-diagnostic metabolite concentrations and prostate cancer risk in 1077 cases and 1077 matched controls in the European Prospective Investigation into Cancer and Nutrition
BACKGROUND: Little is known about how pre-diagnostic metabolites in blood relate to risk of prostate cancer. We aimed to investigate the prospective association between plasma metabolite concentrations and risk of prostate cancer overall, and by time to diagnosis and tumour characteristics, and risk...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5497352/ https://www.ncbi.nlm.nih.gov/pubmed/28676103 http://dx.doi.org/10.1186/s12916-017-0885-6 |
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author | Schmidt, Julie A. Fensom, Georgina K. Rinaldi, Sabina Scalbert, Augustin Appleby, Paul N. Achaintre, David Gicquiau, Audrey Gunter, Marc J. Ferrari, Pietro Kaaks, Rudolf Kühn, Tilman Floegel, Anna Boeing, Heiner Trichopoulou, Antonia Lagiou, Pagona Anifantis, Eleutherios Agnoli, Claudia Palli, Domenico Trevisan, Morena Tumino, Rosario Bueno-de-Mesquita, H. Bas Agudo, Antonio Larrañaga, Nerea Redondo-Sánchez, Daniel Barricarte, Aurelio Huerta, José Maria Quirós, J. Ramón Wareham, Nick Khaw, Kay-Tee Perez-Cornago, Aurora Johansson, Mattias Cross, Amanda J. Tsilidis, Konstantinos K. Riboli, Elio Key, Timothy J. Travis, Ruth C. |
author_facet | Schmidt, Julie A. Fensom, Georgina K. Rinaldi, Sabina Scalbert, Augustin Appleby, Paul N. Achaintre, David Gicquiau, Audrey Gunter, Marc J. Ferrari, Pietro Kaaks, Rudolf Kühn, Tilman Floegel, Anna Boeing, Heiner Trichopoulou, Antonia Lagiou, Pagona Anifantis, Eleutherios Agnoli, Claudia Palli, Domenico Trevisan, Morena Tumino, Rosario Bueno-de-Mesquita, H. Bas Agudo, Antonio Larrañaga, Nerea Redondo-Sánchez, Daniel Barricarte, Aurelio Huerta, José Maria Quirós, J. Ramón Wareham, Nick Khaw, Kay-Tee Perez-Cornago, Aurora Johansson, Mattias Cross, Amanda J. Tsilidis, Konstantinos K. Riboli, Elio Key, Timothy J. Travis, Ruth C. |
author_sort | Schmidt, Julie A. |
collection | PubMed |
description | BACKGROUND: Little is known about how pre-diagnostic metabolites in blood relate to risk of prostate cancer. We aimed to investigate the prospective association between plasma metabolite concentrations and risk of prostate cancer overall, and by time to diagnosis and tumour characteristics, and risk of death from prostate cancer. METHODS: In a case-control study nested in the European Prospective Investigation into Cancer and Nutrition, pre-diagnostic plasma concentrations of 122 metabolites (including acylcarnitines, amino acids, biogenic amines, glycerophospholipids, hexose and sphingolipids) were measured using targeted mass spectrometry (AbsoluteIDQ p180 Kit) and compared between 1077 prostate cancer cases and 1077 matched controls. Risk of prostate cancer associated with metabolite concentrations was estimated by multi-variable conditional logistic regression, and multiple testing was accounted for by using a false discovery rate controlling procedure. RESULTS: Seven metabolite concentrations, i.e. acylcarnitine C18:1, amino acids citrulline and trans-4-hydroxyproline, glycerophospholipids PC aa C28:1, PC ae C30:0 and PC ae C30:2, and sphingolipid SM (OH) C14:1, were associated with prostate cancer (p < 0.05), but none of the associations were statistically significant after controlling for multiple testing. Citrulline was associated with a decreased risk of prostate cancer (odds ratio (OR(1SD)) = 0.73; 95% confidence interval (CI) 0.62–0.86; p (trend) = 0.0002) in the first 5 years of follow-up after taking multiple testing into account, but not after longer follow-up; results for other metabolites did not vary by time to diagnosis. After controlling for multiple testing, 12 glycerophospholipids were inversely associated with advanced stage disease, with risk reduction up to 46% per standard deviation increase in concentration (OR(1SD) = 0.54; 95% CI 0.40–0.72; p (trend) = 0.00004 for PC aa C40:3). Death from prostate cancer was associated with higher concentrations of acylcarnitine C3, amino acids methionine and trans-4-hydroxyproline, biogenic amine ADMA, hexose and sphingolipid SM (OH) C14:1 and lower concentration of glycerophospholipid PC aa C42:4. CONCLUSIONS: Several metabolites, i.e. C18:1, citrulline, trans-4-hydroxyproline, three glycerophospholipids and SM (OH) C14:1, might be related to prostate cancer. Analyses by time to diagnosis indicated that citrulline may be a marker of subclinical prostate cancer, while other metabolites might be related to aetiology. Several glycerophospholipids were inversely related to advanced stage disease. More prospective data are needed to confirm these associations. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12916-017-0885-6) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-5497352 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-54973522017-07-07 Pre-diagnostic metabolite concentrations and prostate cancer risk in 1077 cases and 1077 matched controls in the European Prospective Investigation into Cancer and Nutrition Schmidt, Julie A. Fensom, Georgina K. Rinaldi, Sabina Scalbert, Augustin Appleby, Paul N. Achaintre, David Gicquiau, Audrey Gunter, Marc J. Ferrari, Pietro Kaaks, Rudolf Kühn, Tilman Floegel, Anna Boeing, Heiner Trichopoulou, Antonia Lagiou, Pagona Anifantis, Eleutherios Agnoli, Claudia Palli, Domenico Trevisan, Morena Tumino, Rosario Bueno-de-Mesquita, H. Bas Agudo, Antonio Larrañaga, Nerea Redondo-Sánchez, Daniel Barricarte, Aurelio Huerta, José Maria Quirós, J. Ramón Wareham, Nick Khaw, Kay-Tee Perez-Cornago, Aurora Johansson, Mattias Cross, Amanda J. Tsilidis, Konstantinos K. Riboli, Elio Key, Timothy J. Travis, Ruth C. BMC Med Research Article BACKGROUND: Little is known about how pre-diagnostic metabolites in blood relate to risk of prostate cancer. We aimed to investigate the prospective association between plasma metabolite concentrations and risk of prostate cancer overall, and by time to diagnosis and tumour characteristics, and risk of death from prostate cancer. METHODS: In a case-control study nested in the European Prospective Investigation into Cancer and Nutrition, pre-diagnostic plasma concentrations of 122 metabolites (including acylcarnitines, amino acids, biogenic amines, glycerophospholipids, hexose and sphingolipids) were measured using targeted mass spectrometry (AbsoluteIDQ p180 Kit) and compared between 1077 prostate cancer cases and 1077 matched controls. Risk of prostate cancer associated with metabolite concentrations was estimated by multi-variable conditional logistic regression, and multiple testing was accounted for by using a false discovery rate controlling procedure. RESULTS: Seven metabolite concentrations, i.e. acylcarnitine C18:1, amino acids citrulline and trans-4-hydroxyproline, glycerophospholipids PC aa C28:1, PC ae C30:0 and PC ae C30:2, and sphingolipid SM (OH) C14:1, were associated with prostate cancer (p < 0.05), but none of the associations were statistically significant after controlling for multiple testing. Citrulline was associated with a decreased risk of prostate cancer (odds ratio (OR(1SD)) = 0.73; 95% confidence interval (CI) 0.62–0.86; p (trend) = 0.0002) in the first 5 years of follow-up after taking multiple testing into account, but not after longer follow-up; results for other metabolites did not vary by time to diagnosis. After controlling for multiple testing, 12 glycerophospholipids were inversely associated with advanced stage disease, with risk reduction up to 46% per standard deviation increase in concentration (OR(1SD) = 0.54; 95% CI 0.40–0.72; p (trend) = 0.00004 for PC aa C40:3). Death from prostate cancer was associated with higher concentrations of acylcarnitine C3, amino acids methionine and trans-4-hydroxyproline, biogenic amine ADMA, hexose and sphingolipid SM (OH) C14:1 and lower concentration of glycerophospholipid PC aa C42:4. CONCLUSIONS: Several metabolites, i.e. C18:1, citrulline, trans-4-hydroxyproline, three glycerophospholipids and SM (OH) C14:1, might be related to prostate cancer. Analyses by time to diagnosis indicated that citrulline may be a marker of subclinical prostate cancer, while other metabolites might be related to aetiology. Several glycerophospholipids were inversely related to advanced stage disease. More prospective data are needed to confirm these associations. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12916-017-0885-6) contains supplementary material, which is available to authorized users. BioMed Central 2017-07-05 /pmc/articles/PMC5497352/ /pubmed/28676103 http://dx.doi.org/10.1186/s12916-017-0885-6 Text en © The Author(s). 2017 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Article Schmidt, Julie A. Fensom, Georgina K. Rinaldi, Sabina Scalbert, Augustin Appleby, Paul N. Achaintre, David Gicquiau, Audrey Gunter, Marc J. Ferrari, Pietro Kaaks, Rudolf Kühn, Tilman Floegel, Anna Boeing, Heiner Trichopoulou, Antonia Lagiou, Pagona Anifantis, Eleutherios Agnoli, Claudia Palli, Domenico Trevisan, Morena Tumino, Rosario Bueno-de-Mesquita, H. Bas Agudo, Antonio Larrañaga, Nerea Redondo-Sánchez, Daniel Barricarte, Aurelio Huerta, José Maria Quirós, J. Ramón Wareham, Nick Khaw, Kay-Tee Perez-Cornago, Aurora Johansson, Mattias Cross, Amanda J. Tsilidis, Konstantinos K. Riboli, Elio Key, Timothy J. Travis, Ruth C. Pre-diagnostic metabolite concentrations and prostate cancer risk in 1077 cases and 1077 matched controls in the European Prospective Investigation into Cancer and Nutrition |
title | Pre-diagnostic metabolite concentrations and prostate cancer risk in 1077 cases and 1077 matched controls in the European Prospective Investigation into Cancer and Nutrition |
title_full | Pre-diagnostic metabolite concentrations and prostate cancer risk in 1077 cases and 1077 matched controls in the European Prospective Investigation into Cancer and Nutrition |
title_fullStr | Pre-diagnostic metabolite concentrations and prostate cancer risk in 1077 cases and 1077 matched controls in the European Prospective Investigation into Cancer and Nutrition |
title_full_unstemmed | Pre-diagnostic metabolite concentrations and prostate cancer risk in 1077 cases and 1077 matched controls in the European Prospective Investigation into Cancer and Nutrition |
title_short | Pre-diagnostic metabolite concentrations and prostate cancer risk in 1077 cases and 1077 matched controls in the European Prospective Investigation into Cancer and Nutrition |
title_sort | pre-diagnostic metabolite concentrations and prostate cancer risk in 1077 cases and 1077 matched controls in the european prospective investigation into cancer and nutrition |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5497352/ https://www.ncbi.nlm.nih.gov/pubmed/28676103 http://dx.doi.org/10.1186/s12916-017-0885-6 |
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