Author:
Hadifar Shima,Mostafaei Shayan,Behrouzi Ava,Fateh Abolfazl,Riahi Parisa,Siadat Seyed Davar,Vaziri Farzam
Abstract
Abstract
Background
A growing body of evidence has shown the association between tuberculosis (TB) infection and lung cancer. However, the possible effect of strain‐specific behavior of Mycobacterium tuberculosis (M.tb) population, the etiological agent of TB infection in this association has been neglected. In this context, this study was conducted to investigate this association with consideration of the genetic background of strains in the M.tb population.
Results
We employed the elastic net penalized logistic regression model, as a statistical-learning algorithm for gene selection, to evaluate this association in 129 genes involved in TLRs and NF-κB signaling pathways in response to two different M.tb sub-lineage strains (L3-CAS1and L 4.5). Of the 129 genes, 21 were found to be associated with the two studied M.tb sub-lineages. In addition, MAPK8IP3 gene was identified as a novel gene, which has not been reported in previous lung cancer studies and may have the potential to be recognized as a novel biomarker in lung cancer investigation.
Conclusions
This preliminary study provides new insights into the mechanistic association between TB infection and lung cancer. Further mechanistic investigations of this association with a large number of M.tb strains, encompassing the other main M.tb lineages and using the whole transcriptome of the host cell are inevitable.
Publisher
Springer Science and Business Media LLC
Subject
Applied Mathematics,Computer Science Applications,Molecular Biology,Biochemistry,Structural Biology
Reference59 articles.
1. Bray F, Ferlay J, Soerjomataram I, Siegel RL, Torre LA, Jemal A. Global cancer statistics 2018: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries. CA: a cancer journal for clinicians. 2018.
2. WHO. WHO Global Report, Global Tuberculosis Report 2019. Geneva: World Health Organization. 2019.
3. Malhotra J, Malvezzi M, Negri E, La Vecchia C, Boffetta P. Risk factors for lung cancer worldwide. Eur Respirat J. 2016;48(3):889–902.
4. Skowroński M, Iwanik K, Halicka A, Barinow-Wojewódzki A. Squamous cell lung cancer in a male with pulmonary tuberculosis. Adv Respirat Medi. 2015;83(4):298–302.
5. Bae J-M, Li Z-M, Shin M-H, Kim D-H, Lee M-S, Ahn Y-O. Pulmonary tuberculosis and lung cancer risk in current smokers: the Seoul Male Cancer Cohort Study. J Korean Med Sci. 2013;28(6):896–900.
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