Association between Metabolites and the Risk of Lung Cancer: A Systematic Literature Review and Meta-Analysis of Observational Studies
Globally, lung cancer is the most prevalent cancer type. However, screening and early detection is challenging. Previous studies have identified metabolites as promising lung cancer biomarkers. This systematic literature review and meta-analysis aimed to identify metabolites associated with lung can...
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doaj-3b1f7c536b9541b4a63b7b879b7a3a912020-11-25T03:25:58ZengMDPI AGMetabolites2218-19892020-09-011036236210.3390/metabo10090362Association between Metabolites and the Risk of Lung Cancer: A Systematic Literature Review and Meta-Analysis of Observational StudiesKian Boon Lee0Lina Ang1Wai-Ping Yau2Wei Jie Seow3Department of Pharmacy, Faculty of Science, National University of Singapore, Singapore 117543, SingaporeSaw Swee Hock School of Public Health, National University of Singapore and National University Health System, Singapore 117549, SingaporeDepartment of Pharmacy, Faculty of Science, National University of Singapore, Singapore 117543, SingaporeSaw Swee Hock School of Public Health, National University of Singapore and National University Health System, Singapore 117549, SingaporeGlobally, lung cancer is the most prevalent cancer type. However, screening and early detection is challenging. Previous studies have identified metabolites as promising lung cancer biomarkers. This systematic literature review and meta-analysis aimed to identify metabolites associated with lung cancer risk in observational studies. The literature search was performed in PubMed and EMBASE databases, up to 31 December 2019, for observational studies on the association between metabolites and lung cancer risk. Heterogeneity was assessed using the I<sup>2</sup> statistic and Cochran’s Q test. Meta-analyses were performed using either a fixed-effects or random-effects model, depending on study heterogeneity. Fifty-three studies with 297 metabolites were included. Most identified metabolites (252 metabolites) were reported in individual studies. Meta-analyses were conducted on 45 metabolites. Five metabolites (cotinine, creatinine riboside, N-acetylneuraminic acid, proline and r-1,t-2,3,c-4-tetrahydroxy-1,2,3,4-tetrahydrophenanthrene) and five metabolite groups (total 3-hydroxycotinine, total cotinine, total nicotine, total 4-(methylnitrosamino)-1-(3-pyridyl)-1-butanol (sum of concentrations of the metabolite and its glucuronides), and total nicotine equivalent (sum of total 3-hydroxycotinine, total cotinine and total nicotine)) were associated with higher lung cancer risk, while three others (folate, methionine and tryptophan) were associated with lower lung cancer risk. Significant heterogeneity was detected across most studies. These significant metabolites should be further evaluated as potential biomarkers for lung cancer.https://www.mdpi.com/2218-1989/10/9/362biomarkerslung cancermetabolomicsmeta-analysissystematic literature review |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Kian Boon Lee Lina Ang Wai-Ping Yau Wei Jie Seow |
spellingShingle |
Kian Boon Lee Lina Ang Wai-Ping Yau Wei Jie Seow Association between Metabolites and the Risk of Lung Cancer: A Systematic Literature Review and Meta-Analysis of Observational Studies Metabolites biomarkers lung cancer metabolomics meta-analysis systematic literature review |
author_facet |
Kian Boon Lee Lina Ang Wai-Ping Yau Wei Jie Seow |
author_sort |
Kian Boon Lee |
title |
Association between Metabolites and the Risk of Lung Cancer: A Systematic Literature Review and Meta-Analysis of Observational Studies |
title_short |
Association between Metabolites and the Risk of Lung Cancer: A Systematic Literature Review and Meta-Analysis of Observational Studies |
title_full |
Association between Metabolites and the Risk of Lung Cancer: A Systematic Literature Review and Meta-Analysis of Observational Studies |
title_fullStr |
Association between Metabolites and the Risk of Lung Cancer: A Systematic Literature Review and Meta-Analysis of Observational Studies |
title_full_unstemmed |
Association between Metabolites and the Risk of Lung Cancer: A Systematic Literature Review and Meta-Analysis of Observational Studies |
title_sort |
association between metabolites and the risk of lung cancer: a systematic literature review and meta-analysis of observational studies |
publisher |
MDPI AG |
series |
Metabolites |
issn |
2218-1989 |
publishDate |
2020-09-01 |
description |
Globally, lung cancer is the most prevalent cancer type. However, screening and early detection is challenging. Previous studies have identified metabolites as promising lung cancer biomarkers. This systematic literature review and meta-analysis aimed to identify metabolites associated with lung cancer risk in observational studies. The literature search was performed in PubMed and EMBASE databases, up to 31 December 2019, for observational studies on the association between metabolites and lung cancer risk. Heterogeneity was assessed using the I<sup>2</sup> statistic and Cochran’s Q test. Meta-analyses were performed using either a fixed-effects or random-effects model, depending on study heterogeneity. Fifty-three studies with 297 metabolites were included. Most identified metabolites (252 metabolites) were reported in individual studies. Meta-analyses were conducted on 45 metabolites. Five metabolites (cotinine, creatinine riboside, N-acetylneuraminic acid, proline and r-1,t-2,3,c-4-tetrahydroxy-1,2,3,4-tetrahydrophenanthrene) and five metabolite groups (total 3-hydroxycotinine, total cotinine, total nicotine, total 4-(methylnitrosamino)-1-(3-pyridyl)-1-butanol (sum of concentrations of the metabolite and its glucuronides), and total nicotine equivalent (sum of total 3-hydroxycotinine, total cotinine and total nicotine)) were associated with higher lung cancer risk, while three others (folate, methionine and tryptophan) were associated with lower lung cancer risk. Significant heterogeneity was detected across most studies. These significant metabolites should be further evaluated as potential biomarkers for lung cancer. |
topic |
biomarkers lung cancer metabolomics meta-analysis systematic literature review |
url |
https://www.mdpi.com/2218-1989/10/9/362 |
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