Cargando…

Epidemiology of 40 blood biomarkers of one-carbon metabolism, vitamin status, inflammation, and renal and endothelial function among cancer-free older adults

Imbalances of blood biomarkers are associated with disease, and biomarkers may also vary non-pathologically across population groups. We described variation in concentrations of biomarkers of one-carbon metabolism, vitamin status, inflammation including tryptophan metabolism, and endothelial and ren...

Descripción completa

Detalles Bibliográficos
Autores principales: Zahed, Hana, Johansson, Mattias, Ueland, Per M., Midttun, Øivind, Milne, Roger L., Giles, Graham G., Manjer, Jonas, Sandsveden, Malte, Langhammer, Arnulf, Sørgjerd, Elin Pettersen, Grankvist, Kjell, Johansson, Mikael, Freedman, Neal D., Huang, Wen-Yi, Chen, Chu, Prentice, Ross, Stevens, Victoria L., Wang, Ying, Le Marchand, Loic, Wilkens, Lynne R., Weinstein, Stephanie J., Albanes, Demetrius, Cai, Qiuyin, Blot, William J., Arslan, Alan A., Zeleniuch-Jacquotte, Anne, Shu, Xiao-Ou, Zheng, Wei, Yuan, Jian-Min, Koh, Woon-Puay, Visvanathan, Kala, Sesso, Howard D., Zhang, Xuehong, Gaziano, J. Michael, Fanidi, Anouar, Muller, David, Brennan, Paul, Guida, Florence, Robbins, Hilary A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8257595/
https://www.ncbi.nlm.nih.gov/pubmed/34226613
http://dx.doi.org/10.1038/s41598-021-93214-8
_version_ 1783718345168650240
author Zahed, Hana
Johansson, Mattias
Ueland, Per M.
Midttun, Øivind
Milne, Roger L.
Giles, Graham G.
Manjer, Jonas
Sandsveden, Malte
Langhammer, Arnulf
Sørgjerd, Elin Pettersen
Grankvist, Kjell
Johansson, Mikael
Freedman, Neal D.
Huang, Wen-Yi
Chen, Chu
Prentice, Ross
Stevens, Victoria L.
Wang, Ying
Le Marchand, Loic
Wilkens, Lynne R.
Weinstein, Stephanie J.
Albanes, Demetrius
Cai, Qiuyin
Blot, William J.
Arslan, Alan A.
Zeleniuch-Jacquotte, Anne
Shu, Xiao-Ou
Zheng, Wei
Yuan, Jian-Min
Koh, Woon-Puay
Visvanathan, Kala
Sesso, Howard D.
Zhang, Xuehong
Gaziano, J. Michael
Fanidi, Anouar
Muller, David
Brennan, Paul
Guida, Florence
Robbins, Hilary A.
author_facet Zahed, Hana
Johansson, Mattias
Ueland, Per M.
Midttun, Øivind
Milne, Roger L.
Giles, Graham G.
Manjer, Jonas
Sandsveden, Malte
Langhammer, Arnulf
Sørgjerd, Elin Pettersen
Grankvist, Kjell
Johansson, Mikael
Freedman, Neal D.
Huang, Wen-Yi
Chen, Chu
Prentice, Ross
Stevens, Victoria L.
Wang, Ying
Le Marchand, Loic
Wilkens, Lynne R.
Weinstein, Stephanie J.
Albanes, Demetrius
Cai, Qiuyin
Blot, William J.
Arslan, Alan A.
Zeleniuch-Jacquotte, Anne
Shu, Xiao-Ou
Zheng, Wei
Yuan, Jian-Min
Koh, Woon-Puay
Visvanathan, Kala
Sesso, Howard D.
Zhang, Xuehong
Gaziano, J. Michael
Fanidi, Anouar
Muller, David
Brennan, Paul
Guida, Florence
Robbins, Hilary A.
author_sort Zahed, Hana
collection PubMed
description Imbalances of blood biomarkers are associated with disease, and biomarkers may also vary non-pathologically across population groups. We described variation in concentrations of biomarkers of one-carbon metabolism, vitamin status, inflammation including tryptophan metabolism, and endothelial and renal function among cancer-free older adults. We analyzed 5167 cancer-free controls aged 40–80 years from 20 cohorts in the Lung Cancer Cohort Consortium (LC3). Centralized biochemical analyses of 40 biomarkers in plasma or serum were performed. We fit multivariable linear mixed effects models to quantify variation in standardized biomarker log-concentrations across four factors: age, sex, smoking status, and body mass index (BMI). Differences in most biomarkers across most factors were small, with 93% (186/200) of analyses showing an estimated difference lower than 0.25 standard-deviations, although most were statistically significant due to large sample size. The largest difference was for creatinine by sex, which was − 0.91 standard-deviations lower in women than men (95%CI − 0.98; − 0.84). The largest difference by age was for total cysteine (0.40 standard-deviation increase per 10-year increase, 95%CI 0.36; 0.43), and by BMI was for C-reactive protein (0.38 standard-deviation increase per 5-kg/m(2) increase, 95%CI 0.34; 0.41). For 31 of 40 markers, the mean difference between current and never smokers was larger than between former and never smokers. A statistically significant (p < 0.05) association with time since smoking cessation was observed for 8 markers, including C-reactive protein, kynurenine, choline, and total homocysteine. We conclude that most blood biomarkers show small variations across demographic characteristics. Patterns by smoking status point to normalization of multiple physiological processes after smoking cessation.
format Online
Article
Text
id pubmed-8257595
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher Nature Publishing Group UK
record_format MEDLINE/PubMed
spelling pubmed-82575952021-07-06 Epidemiology of 40 blood biomarkers of one-carbon metabolism, vitamin status, inflammation, and renal and endothelial function among cancer-free older adults Zahed, Hana Johansson, Mattias Ueland, Per M. Midttun, Øivind Milne, Roger L. Giles, Graham G. Manjer, Jonas Sandsveden, Malte Langhammer, Arnulf Sørgjerd, Elin Pettersen Grankvist, Kjell Johansson, Mikael Freedman, Neal D. Huang, Wen-Yi Chen, Chu Prentice, Ross Stevens, Victoria L. Wang, Ying Le Marchand, Loic Wilkens, Lynne R. Weinstein, Stephanie J. Albanes, Demetrius Cai, Qiuyin Blot, William J. Arslan, Alan A. Zeleniuch-Jacquotte, Anne Shu, Xiao-Ou Zheng, Wei Yuan, Jian-Min Koh, Woon-Puay Visvanathan, Kala Sesso, Howard D. Zhang, Xuehong Gaziano, J. Michael Fanidi, Anouar Muller, David Brennan, Paul Guida, Florence Robbins, Hilary A. Sci Rep Article Imbalances of blood biomarkers are associated with disease, and biomarkers may also vary non-pathologically across population groups. We described variation in concentrations of biomarkers of one-carbon metabolism, vitamin status, inflammation including tryptophan metabolism, and endothelial and renal function among cancer-free older adults. We analyzed 5167 cancer-free controls aged 40–80 years from 20 cohorts in the Lung Cancer Cohort Consortium (LC3). Centralized biochemical analyses of 40 biomarkers in plasma or serum were performed. We fit multivariable linear mixed effects models to quantify variation in standardized biomarker log-concentrations across four factors: age, sex, smoking status, and body mass index (BMI). Differences in most biomarkers across most factors were small, with 93% (186/200) of analyses showing an estimated difference lower than 0.25 standard-deviations, although most were statistically significant due to large sample size. The largest difference was for creatinine by sex, which was − 0.91 standard-deviations lower in women than men (95%CI − 0.98; − 0.84). The largest difference by age was for total cysteine (0.40 standard-deviation increase per 10-year increase, 95%CI 0.36; 0.43), and by BMI was for C-reactive protein (0.38 standard-deviation increase per 5-kg/m(2) increase, 95%CI 0.34; 0.41). For 31 of 40 markers, the mean difference between current and never smokers was larger than between former and never smokers. A statistically significant (p < 0.05) association with time since smoking cessation was observed for 8 markers, including C-reactive protein, kynurenine, choline, and total homocysteine. We conclude that most blood biomarkers show small variations across demographic characteristics. Patterns by smoking status point to normalization of multiple physiological processes after smoking cessation. Nature Publishing Group UK 2021-07-05 /pmc/articles/PMC8257595/ /pubmed/34226613 http://dx.doi.org/10.1038/s41598-021-93214-8 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Zahed, Hana
Johansson, Mattias
Ueland, Per M.
Midttun, Øivind
Milne, Roger L.
Giles, Graham G.
Manjer, Jonas
Sandsveden, Malte
Langhammer, Arnulf
Sørgjerd, Elin Pettersen
Grankvist, Kjell
Johansson, Mikael
Freedman, Neal D.
Huang, Wen-Yi
Chen, Chu
Prentice, Ross
Stevens, Victoria L.
Wang, Ying
Le Marchand, Loic
Wilkens, Lynne R.
Weinstein, Stephanie J.
Albanes, Demetrius
Cai, Qiuyin
Blot, William J.
Arslan, Alan A.
Zeleniuch-Jacquotte, Anne
Shu, Xiao-Ou
Zheng, Wei
Yuan, Jian-Min
Koh, Woon-Puay
Visvanathan, Kala
Sesso, Howard D.
Zhang, Xuehong
Gaziano, J. Michael
Fanidi, Anouar
Muller, David
Brennan, Paul
Guida, Florence
Robbins, Hilary A.
Epidemiology of 40 blood biomarkers of one-carbon metabolism, vitamin status, inflammation, and renal and endothelial function among cancer-free older adults
title Epidemiology of 40 blood biomarkers of one-carbon metabolism, vitamin status, inflammation, and renal and endothelial function among cancer-free older adults
title_full Epidemiology of 40 blood biomarkers of one-carbon metabolism, vitamin status, inflammation, and renal and endothelial function among cancer-free older adults
title_fullStr Epidemiology of 40 blood biomarkers of one-carbon metabolism, vitamin status, inflammation, and renal and endothelial function among cancer-free older adults
title_full_unstemmed Epidemiology of 40 blood biomarkers of one-carbon metabolism, vitamin status, inflammation, and renal and endothelial function among cancer-free older adults
title_short Epidemiology of 40 blood biomarkers of one-carbon metabolism, vitamin status, inflammation, and renal and endothelial function among cancer-free older adults
title_sort epidemiology of 40 blood biomarkers of one-carbon metabolism, vitamin status, inflammation, and renal and endothelial function among cancer-free older adults
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8257595/
https://www.ncbi.nlm.nih.gov/pubmed/34226613
http://dx.doi.org/10.1038/s41598-021-93214-8
work_keys_str_mv AT zahedhana epidemiologyof40bloodbiomarkersofonecarbonmetabolismvitaminstatusinflammationandrenalandendothelialfunctionamongcancerfreeolderadults
AT johanssonmattias epidemiologyof40bloodbiomarkersofonecarbonmetabolismvitaminstatusinflammationandrenalandendothelialfunctionamongcancerfreeolderadults
AT uelandperm epidemiologyof40bloodbiomarkersofonecarbonmetabolismvitaminstatusinflammationandrenalandendothelialfunctionamongcancerfreeolderadults
AT midttunøivind epidemiologyof40bloodbiomarkersofonecarbonmetabolismvitaminstatusinflammationandrenalandendothelialfunctionamongcancerfreeolderadults
AT milnerogerl epidemiologyof40bloodbiomarkersofonecarbonmetabolismvitaminstatusinflammationandrenalandendothelialfunctionamongcancerfreeolderadults
AT gilesgrahamg epidemiologyof40bloodbiomarkersofonecarbonmetabolismvitaminstatusinflammationandrenalandendothelialfunctionamongcancerfreeolderadults
AT manjerjonas epidemiologyof40bloodbiomarkersofonecarbonmetabolismvitaminstatusinflammationandrenalandendothelialfunctionamongcancerfreeolderadults
AT sandsvedenmalte epidemiologyof40bloodbiomarkersofonecarbonmetabolismvitaminstatusinflammationandrenalandendothelialfunctionamongcancerfreeolderadults
AT langhammerarnulf epidemiologyof40bloodbiomarkersofonecarbonmetabolismvitaminstatusinflammationandrenalandendothelialfunctionamongcancerfreeolderadults
AT sørgjerdelinpettersen epidemiologyof40bloodbiomarkersofonecarbonmetabolismvitaminstatusinflammationandrenalandendothelialfunctionamongcancerfreeolderadults
AT grankvistkjell epidemiologyof40bloodbiomarkersofonecarbonmetabolismvitaminstatusinflammationandrenalandendothelialfunctionamongcancerfreeolderadults
AT johanssonmikael epidemiologyof40bloodbiomarkersofonecarbonmetabolismvitaminstatusinflammationandrenalandendothelialfunctionamongcancerfreeolderadults
AT freedmanneald epidemiologyof40bloodbiomarkersofonecarbonmetabolismvitaminstatusinflammationandrenalandendothelialfunctionamongcancerfreeolderadults
AT huangwenyi epidemiologyof40bloodbiomarkersofonecarbonmetabolismvitaminstatusinflammationandrenalandendothelialfunctionamongcancerfreeolderadults
AT chenchu epidemiologyof40bloodbiomarkersofonecarbonmetabolismvitaminstatusinflammationandrenalandendothelialfunctionamongcancerfreeolderadults
AT prenticeross epidemiologyof40bloodbiomarkersofonecarbonmetabolismvitaminstatusinflammationandrenalandendothelialfunctionamongcancerfreeolderadults
AT stevensvictorial epidemiologyof40bloodbiomarkersofonecarbonmetabolismvitaminstatusinflammationandrenalandendothelialfunctionamongcancerfreeolderadults
AT wangying epidemiologyof40bloodbiomarkersofonecarbonmetabolismvitaminstatusinflammationandrenalandendothelialfunctionamongcancerfreeolderadults
AT lemarchandloic epidemiologyof40bloodbiomarkersofonecarbonmetabolismvitaminstatusinflammationandrenalandendothelialfunctionamongcancerfreeolderadults
AT wilkenslynner epidemiologyof40bloodbiomarkersofonecarbonmetabolismvitaminstatusinflammationandrenalandendothelialfunctionamongcancerfreeolderadults
AT weinsteinstephaniej epidemiologyof40bloodbiomarkersofonecarbonmetabolismvitaminstatusinflammationandrenalandendothelialfunctionamongcancerfreeolderadults
AT albanesdemetrius epidemiologyof40bloodbiomarkersofonecarbonmetabolismvitaminstatusinflammationandrenalandendothelialfunctionamongcancerfreeolderadults
AT caiqiuyin epidemiologyof40bloodbiomarkersofonecarbonmetabolismvitaminstatusinflammationandrenalandendothelialfunctionamongcancerfreeolderadults
AT blotwilliamj epidemiologyof40bloodbiomarkersofonecarbonmetabolismvitaminstatusinflammationandrenalandendothelialfunctionamongcancerfreeolderadults
AT arslanalana epidemiologyof40bloodbiomarkersofonecarbonmetabolismvitaminstatusinflammationandrenalandendothelialfunctionamongcancerfreeolderadults
AT zeleniuchjacquotteanne epidemiologyof40bloodbiomarkersofonecarbonmetabolismvitaminstatusinflammationandrenalandendothelialfunctionamongcancerfreeolderadults
AT shuxiaoou epidemiologyof40bloodbiomarkersofonecarbonmetabolismvitaminstatusinflammationandrenalandendothelialfunctionamongcancerfreeolderadults
AT zhengwei epidemiologyof40bloodbiomarkersofonecarbonmetabolismvitaminstatusinflammationandrenalandendothelialfunctionamongcancerfreeolderadults
AT yuanjianmin epidemiologyof40bloodbiomarkersofonecarbonmetabolismvitaminstatusinflammationandrenalandendothelialfunctionamongcancerfreeolderadults
AT kohwoonpuay epidemiologyof40bloodbiomarkersofonecarbonmetabolismvitaminstatusinflammationandrenalandendothelialfunctionamongcancerfreeolderadults
AT visvanathankala epidemiologyof40bloodbiomarkersofonecarbonmetabolismvitaminstatusinflammationandrenalandendothelialfunctionamongcancerfreeolderadults
AT sessohowardd epidemiologyof40bloodbiomarkersofonecarbonmetabolismvitaminstatusinflammationandrenalandendothelialfunctionamongcancerfreeolderadults
AT zhangxuehong epidemiologyof40bloodbiomarkersofonecarbonmetabolismvitaminstatusinflammationandrenalandendothelialfunctionamongcancerfreeolderadults
AT gazianojmichael epidemiologyof40bloodbiomarkersofonecarbonmetabolismvitaminstatusinflammationandrenalandendothelialfunctionamongcancerfreeolderadults
AT fanidianouar epidemiologyof40bloodbiomarkersofonecarbonmetabolismvitaminstatusinflammationandrenalandendothelialfunctionamongcancerfreeolderadults
AT mullerdavid epidemiologyof40bloodbiomarkersofonecarbonmetabolismvitaminstatusinflammationandrenalandendothelialfunctionamongcancerfreeolderadults
AT brennanpaul epidemiologyof40bloodbiomarkersofonecarbonmetabolismvitaminstatusinflammationandrenalandendothelialfunctionamongcancerfreeolderadults
AT guidaflorence epidemiologyof40bloodbiomarkersofonecarbonmetabolismvitaminstatusinflammationandrenalandendothelialfunctionamongcancerfreeolderadults
AT robbinshilarya epidemiologyof40bloodbiomarkersofonecarbonmetabolismvitaminstatusinflammationandrenalandendothelialfunctionamongcancerfreeolderadults