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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Main Authors: Kian Boon Lee, Lina Ang, Wai-Ping Yau, Wei Jie Seow
Format: Article
Language:English
Published: MDPI AG 2020-09-01
Series:Metabolites
Subjects:
Online Access:https://www.mdpi.com/2218-1989/10/9/362
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spelling 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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