Expression studies of tuberculosis susceptibility genes
- Authors: Babushkina N.P.1, Bragina E.Y.1
-
Affiliations:
- Tomsk National Research Medical Center of the Russian Academy of Sciences
- Issue: Vol 11, No 2 (2021)
- Pages: 209-222
- Section: REVIEWS
- Submitted: 15.10.2019
- Accepted: 11.03.2020
- Published: 09.06.2020
- URL: https://iimmun.ru/iimm/article/view/1289
- DOI: https://doi.org/10.15789/2220-7619-ESO-1289
- ID: 1289
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Full Text
Abstract
The activating research interest in the problem of tuberculosis development is due to the increase in cases of drug resistance, coinfection with HIV and hepatitis, and the lack of an effective vaccine. However, the pathogenesis of tuberculosis remains insufficiently studied at present. A significant role is assigned to hereditary factors, as the majority of those infected with Mycobacterium tuberculosis remain resistant to tuberculosis, and only in 5—15% of cases does infection lead to the development of the disease. Despite a long history of research of genetic factors of susceptibility to tuberculosis infection — from the search for monogenic forms of immune dysfunction, associations of individual tuberculosis susceptibility genes, to the analysis of genome-wide associative studies and the assessment of the characteristics of the transcriptional profiles of patients, — the problem of obtaining clinically significant results for the identification and monitoring of risk groups remains particularly acute. The search of differentially expressed genes in groups with different status of the disease (non-infected, latent tuberculosis infection, presymptomatic state, active tuberculosis, recovery from tuberculosis, non-tuberculosis infection) led to identification of a large number of data which is not overlapped in different compared groups, different ethnic groups, in the studies of the whole blood and cellular models. Merging this wealth of data followed by its reanalysis helps to verify and update results. However, there still is a large number of questions concerning our understanding of the functioning of the human organism under the influence of M. tuberculosis. In recent years, new approaches have been used to develop test systems for the diagnosis of various forms of the disease. The review considers up to date results of expression studies of susceptibility to tuberculosis, namely, objects and approaches of research changing over time, forms of the host response to the mycobacteria infection studied, the influence of different factors on the results.
About the authors
N. P. Babushkina
Tomsk National Research Medical Center of the Russian Academy of Sciences
Author for correspondence.
Email: nad.babushkina@medgenetics.ru
ORCID iD: 0000-0001-6133-8986
Nadezhda P. Babushkina - PhD (Biology), Researcher, Laboratory of Population Genetics, Research Institute of Medical Genetics, Tomsk National Research Medical Center of the Russian Academy of Sciences.
634050, Tomsk, Ushaika emb., 10.
Phone: +7 (3822) 51-29-02; Fax: +7 (3822) 51-37-44
РоссияE. Yu. Bragina
Tomsk National Research Medical Center of the Russian Academy of Sciences
Email: elena.bragina@medgenetics.ru
ORCID iD: 0000-0002-1103-3073
PhD (Biology), Senior Researcher, Laboratory of Population Genetics, Research Institute of Medical Genetics, Tomsk National Research Medical Center of the Russian Academy of Sciences.
634050, Tomsk, Ushaika emb., 10.
РоссияReferences
- Рудко А.А., Брагина Е.Ю., Бабушкина Н.П., Гараева А.Ф., Фрейдин М.Б. Генетические факторы подверженности туберкулезу. Новосибирск: Изд-во Сибирского отделения Российской академии наук, 2017. 120 с.
- Alipoor S.D., Mortaz E., Tabarsi P., Farnia P., Mirsaeidi M., Garssen J., Movassaghi M., Adcock I.M. Bovis Bacillus Calmette-Guerin (BCG) infection induces exosomal miRNA release by human macrophages. J. Transl. Med., 2017, vol. 15, no. 1, pp. 105— 114. doi: 10.1186/s12967-017-1205-9
- Alipoor S.D., Mortaz E., Tabarsi P., Marjani M., Varahram M., Folkerts G., Garssen J., Adcock I.M. miR-1224 Expression is increased in human macrophages after infection with Bacillus Calmette-Guerin (BCG). Iran J. Allergy Asthma Immunol., 2018, vol. 7, no. 3, pp. 250—257.
- Barreiro L.B., Tailleux L., Pai A.A., Gicquel B., Marioni J.C., Gilad Y. Deciphering the genetic architecture of variation in the immune response to Mycobacterium tuberculosis infection. Proc. Natl Acad. Sci. USA, 2012, vol. 109, no. 4, pp. 1204—1209. doi: 10.1073/pnas.1115761109
- Berry M.P., Graham C.M., McNab F.W., Xu Z., Bloch S.A., Oni T., Wilkinson K.A., Banchereau R., Skinner J., Wilkinson R.J., Quinn C., Blankenship D., Dhawan R., Cush J.J., Mejias A., Ramilo O., Kon O.M., Pascual V., Banchereau J., Chaussabel D., O'Garra A. An interferon-inducible neutrophil-driven blood transcriptional signature in human tuberculosis. Nature, 2010, vol. 466, no. 7309, pp. 973—977. doi: 10.1038/nature09247
- Blankley S., Berry M.P., Graham C.M., Bloom C.I., Lipman M., O'Garra A. The application of transcriptional blood signatures to enhance our understanding of the host response to infection: the example of tuberculosis. Philos. Trans. R. Soc. Lond. B Biol. Sci., 2014, vol. 369, no. 1645: 20130427. doi: 10.1098/rstb.2013.0427
- Blischak J.D., Tailleux L., Myrthil M., Charlois C., Bergot E., Dinh A., Morizot G., Cheny O., Platen C.V., Herrmann J.L., Brosch R., Barreiro L.B., Gilad Y. Predicting susceptibility to tuberculosis based on gene expression profiling in dendritic cells. Sci. Rep., 2017, vol. 7, no. 1: 5702. doi: 10.1038/s41598-017-05878-w
- Bloom C.I., Graham C.M., Berry M.P., Rozakeas F., Redford P.S., Wang Y., Xu Z., Wilkinson K.A., Wilkinson R.J., Kendrick Y., Devouassoux G., Ferry T., Miyara M., Bouvry D., Valeyre D., Gorochov G., Blankenship D., Saadatian M., Vanhems P., Beynon H., Vancheeswaran R., Wickremasinghe M., Chaussabel D., Banchereau J., Pascual V., Ho L.P., Lipman M., O'Garra A. Transcriptional blood signatures distinguish pulmonary tuberculosis, pulmonary sarcoidosis, pneumonias and lung cancers. PLoS One, 2013, vol. 8, no. 8: e70630. doi: 10.1371/journal.pone.0070630
- Chaussabel D., Semnani R.T., McDowell M.A., Sacks D., Sher A., Nutman T.B. Unique gene expression profiles of human macrophages and dendritic cells to phylogenetically distinct parasites. Blood, 2003, vol. 102, no. 2, pp. 672—681. doi: 10.1182/blood-2002-10-3232
- Cliff J.M., Lee J.S., Constantinou N., Cho J.E., Clark T.G., Ronacher K., King E.C., Lukey P.T., Duncan K., Van Helden P.D., Walzl G., Dockrell H.M. Distinct phases of blood gene expression pattern through tuberculosis treatment reflect modulation of the humoral immune response. J. Infect. Dis., 2013, vol. 207, no. 1, pp. 18—29. doi: 10.1093/infdis/jis499
- De Araujo L.S., Vaas L.A., Ribeiro-Alves M., Geffers R., Mello F.C., de Almeida A.S., Moreira A.D., Kritski A.L., Lapa E., Silva J.R., Moraes M.O., Pessler F., Saad M.H. Transcriptomic biomarkers for tuberculosis: evaluation of DOCK9. EPHA4, and NPC2 mRNA expression in peripheral blood. Front. Microbiol., 2016, vol. 7: 1586. doi: 10.3389/fmicb.2016.01586
- Doosti-Irani A., Ayubi E., Mostafavi E. Tuberculin and QuantiFERON-TB-Gold tests for latent tuberculosis: a meta-analysis. Occup. Med., 2016, vol. 66, no. 6, pp. 437—445. doi: 10.1093/occmed/kqw035
- European Bioinformatics Institute (EMBL-EBI). URL: https://www.ebi.ac.uk (10.10.2019)
- Esterhuyse M.M., Weiner J. 3rd, Caron E., Loxton A.G., Iannaccone M., Wagman C., Saikali P., Stanley K., Wolski W.E., Mollenkopf H.J., Schick M., Aebersold R., Linhart H., Walzl G., Kaufmann S.H. Epigenetics and proteomics join transcriptom-ics in the quest for tuberculosis biomarkers. MBio, 2015, vol. 6, no. 5: e01187-15. doi: 10.1128/mBio.01187-15
- Gliddon H.D., Kaforou M., Alikian M., Habgood-Coote D., Zhou C., Oni T., Anderson S.T., Brent A.J., Crampin A.C., Eley B., Kern F., Langford P.R., Ottenhoff T.H.M., Hibberd M.L., French N., Wright V.J., Dockrell H.M., Coin L.J., Wilkinson R.J., Levin M. on behalf of the ILULU Consortium. Identification of reduced host transcriptomic signatures for tuberculosis and digital PCR-based validation and quantification. bioRxiv preprint, 2019. doi: 10.1101/583674
- Huang Z.K., Yao F.Y., Xu J.Q., Deng Z., Su R.G., Peng Y.P., Luo Q., Li J.M. Microarray expression profile of circular RNAs in peripheral blood mononuclear cells from active tuberculosis patients. Cell. Physiol. Biochem., 2018, vol. 45, no. 3, pp. 1230— 1240. doi: 10.1159/000487454
- Jacobsen M., Repsilber D., Gutschmidt A., Neher A., Feldmann K., Mollenkopf H.J., Ziegler A., Kaufmann S.H. Candidate biomarkers for discrimination between infection and disease caused by Mycobacterium tuberculosis. J. Mol. Med. (Berl.), 2007, vol. 85, no. 6,pp. 613-621. doi: 10.1007/s00109-007-0157-6
- Joosten S.A., Fletcher H.A., Ottenhoff T.H. A helicopter perspective on TB biomarkers: pathway and process based analysis of gene expression data provides new insight into TB pathogenesis. PLoS One, 2013, vol. 8, no. 9: e73230. doi: 10.1371/journal.pone.0073230
- Kaforou M., Wright V.J., Oni T., French N., Anderson S.T., Bangani N., Banwell C.M., Brent A.J., Crampin A.C., Dockrell H.M., Eley B., Heyderman R.S., Hibberd M.L., Kern F., Langford P.R., Ling L., Mendelson M., Ottenhoff T.H., Zgambo F., Wilkinson R.J., Coin L.J., Levin M. Detection of tuberculosis in HIV-Infected and -uninfected african adults using whole blood RNA expression signatures: a case-control study. PLoS Med., 2013, vol. 10, no. 10: e1001538. doi: 10.1371/journal.pmed.1001538
- Kim J.K., Lee H.M., Park K.S., Shin D.M., Kim T.S., Kim Y.S., Suh H.W., Kim S.Y., Kim I.S., Kim J.M., Son J.W., Sohn K.M., Jung S.S., Chung C., Han S.B., Yang C.S., Jo E.K. MIR144* inhibits antimicrobial responses against Mycobacterium tuberculosis in human monocytes and macrophages by targeting the autophagy protein DRAM2. Autophagy, 2017, vol. 13, no. 2, pp. 423441. doi: 10.1080/15548627.2016.1241922
- Lavin Y., Winter D., Blecher-Gonen R., David E., Keren-Shaul H., Merad M., Jung S., Amit I. Tissue-resident macrophage enhancer landscapes are shaped by the local microenvironment. Cell, 2014, vol. 159, no. 6, pp. 1312-1326. doi: 10.1016/j.cell.2014.11.01,8
- Lesho E., Forestiero F.J., Hirata M.H., Hirata R.D., Cecon L., Melo F.F., Paik S.H., Murata Y., Ferguson E.W., Wang Z., Ooi G.T. Transcriptional responses of host peripheral blood cells to tuberculosis infection. Tuberculosis (Edinb.), 2011, vol. 91, no. 5, pp. 390-399. doi: 10.1016/j.tube.2011.07.002
- Lu C., Wu J., Wang H., Wang S., Diao N., Wang F., Gao Y., Chen J., Shao L., Weng X., Zhang Y., Zhang W. Novel biomarkers distinguishing active tuberculosis from latent infection identified by gene expression profile of peripheral blood mononuclear cells. PLoS One, 2011, vol. 6, no. 8: e24290. doi: 10.1371/journal.pone.0024290
- Maertzdorf J., Ota M., Repsilber D., Mollenkopf H.J., Weiner J., Hill P.C., Kaufmann S.H. Functional correlations of pathogenesis-driven gene expression signatures in tuberculosis. PLoS One, 2011, vol. 6: e26938. doi: 10.1371/journal.pone. 0026938
- Maertzdorf J., Repsilber D., Parida S.K., Stanley K., Roberts T., Black G., Walzl G., Kaufmann S.H. Human gene expression profiles of susceptibility and resistance in tuberculosis. Genes Immun., 2011, vol. 12, pp. 15—22. doi: 10.1038/gene.2010.51
- Maertzdorf J., Weiner 3rd J., Mollenkopf H.J., Network T.B., Bauer T., Prasse A., Muller-Quernheim J., Kaufmann S.H. Common patterns and diseaserelated signatures in tuberculosis and sarcoidosis. Proc. Natl Acad. Sci. USA, 2012, vol. 109, pp. 7853—7858. doi: 10.1073/pnas.1121072109
- Meng Q.L., Liu F., Yang X.Y., Liu X.M., Zhang X., Zhang C.L., Zhang Z.D. Identification of latent tuberculosis infection-related microRNAs in human U937 macrophages expressing Mycobacterium tuberculosis Hsp16.3. BMC Microbiol., 2014, vol. 14: 37. doi: 10.1186/1471-2180-14-37
- Mihret A., Loxton A.G., Bekele Y., Kaufmann S.H., Kidd M., Haks M.C., Ottenhoff T.H., Aseffa A., Howe R., Walzl G. Combination of gene expression patterns in whole blood discriminate between tuberculosis infection states. BMC Infect. Dis., 2014, vol. 14: 257. doi: 10.1186/1471-2334-14-257
- Mistry R., Cliff J.M., Clayton C.L., Beyers N., Mohamed Y.S., Wilson P.A., Dockrell H.M., Wallace D.M., van Helden P.D., Duncan K., Lukey P.T. Gene-expression patterns in whole blood identify subjects at risk for recurrent tuberculosis. J. Infect. Dis., 2007, vol. 195, no. 3, pp. 357-365.
- Mortaz E., Alipoor S.D., Tabarsi P., Adcock I.M., Garssen J., Velayati A.A. The analysis of exosomal micro-RNAs in peripheral blood mononuclear cell-derived macrophages after infection with bacillus Calmette-Guerin by RNA sequencing. Int. J. Mycobacteriol., 2016, suppl. 1, pp. S184-S185. doi: 10.1016/j.ijmyco.2016.09.045
- Nau G.J., Richmond J.F., Schlesinger A., Jennings E.G., Lander E.S., Young R.A. Human macrophage activation programs induced by bacterial pathogens. Proc. Natl Acad. Sci. USA, 2002, vol. 99, no. 3, pp. 1503-1508. doi: 10.1073/pnas.022649799
- Netea M.G., Joosten L.A., Latz E., Mills K.H., Natoli G., Stunnenberg H.G., O'Neill L.A., Xavier R.J. Trained immunity: a program of innate immune memory in health and disease. Science, 2016, vol. 352, no. 6284: aaf1098. doi: 10.1126/science.aaf1098
- Ottenhoff T.H., Dass R.H., Yang N., Zhang M.M., Wong H.E., Sahiratmadja E., Khor C.C., Alisjahbana B., van Crevel R., Marzuki S., Seielstad M., van de Vosse E., Hibberd M.L. Genome-wide expression profiling identifies type 1 interferon response pathways in active tuberculosis. PLoS One, 2012, vol. 7, no. 9: e45839. doi: 10.1371/journal.pone.0045839
- Perrin P. Human and tuberculosis co-evolution: an integrative view. Tuberculosis, 2015, vol. 95, suppl. 1, pp. S112-S116. doi: 10.1016/j.tube.2015.02.016
- Public Health Genomics and Precision Health Knowledge Base (v6.0) (PHGKB). URL: https://phgkb.cdc.gov (10.10.2019)
- Qian Z., Liu H., Li M., Shi J., Li N., Zhang Y., Zhang X., Lv J., Xie X., Bai Y., Ge Q., Ko E.A., Tang H., Wang T., Wang X., Wang Z., Zhou T., Gu W. Potential diagnostic power of blood circular RNA expression in active pulmonary tuberculosis. EbioMedicine, 2018, vol. 27, pp. 18-26. doi: 10.1016/j.ebiom.2017.12.007
- Ragno S., Romano M., Howell S., Pappin D.J., Jenner P.J., Colston M.J. Changes in gene expression in macrophages infected with Mycobacterium tuberculosis: a combined transcriptomic and proteomic approach. Immunology, 2001, vol. 104, no. 1, pp. 99108. doi: 10.1046/j.0019-2805.2001.01274.x
- Roe J.K., Thomas N., Gil E., Best K., Tsaliki E., Morris-Jones S., Stafford S., Simpson N., Witt K.D., Chain B., Miller R.F., Martineau A., Noursadeghi M. Blood transcriptomic diagnosis of pulmonary and extrapulmonary tuberculosis. JCI Insight, 2016, vol. 1, no. 16: e87238. doi: 10.1172/jci.insight.87238
- Roe J., Venturini C., Gupta R.K., Gurry C., Chain B.M., Sun Y., Southern J., Jackson C., Lipman M.C., Miller R.F., Martineau A.R., Abubakar I., Noursadeghi M. Blood transcriptomic stratification of short-term risk in contacts of tuberculosis. Clin. Infect. Dis., 2020, vol. 70, iss. 1, pp. 731-737. doi: 10.1093/cid/ciz252
- Sanarico N., Colone A., Grassi M., Speranza V., Giovannini D., Ciaramella A., Colizzi V., Mariani F. Different transcriptional profiles of human monocyte-derived dendritic cells infected with distinct strains of Mycobacterium tuberculosis and Mycobacterium bovis bacillus Calmette-Guerin. Clin. Dev. Immunol., 2011, vol. 2011: 741051. doi: 10.1155/2011/741051
- Shekhawat S.D., Purohit H.J., Taori G.M., Daginawala H.F., Kashyap R.S. Evaluation of heat shock proteins for discriminating between latent tuberculosis infection and active tuberculosis: a preliminary report. J. Infect. Public Health, 2016, vol. 9, no. 2, pp. 143-152. doi: 10.1016/j.jiph.2015.07.003
- Song Q., Li H., Shao H., Li C., Lu X. MicroRNA-365 in macrophages regulates Mycobacterium tuberculosis-induced active pulmonary tuberculosis via interleukin-6. Int. J. Clin. Exp. Med., 2015, vol. 8, no. 9, pp. 15458-15465.
- Subbian S., Tsenova L., Kim M.-J., Wainwright H.C., Visser A., Bandyopadhyay N., Bader J.S., Karakousis P.C., Murrmann G.B., Bekker L.-G., Russell D.G., Kaplan G. Lesion-specific immune response in granulomas of patients with pulmonary tuberculosis: a pilot study. PLoS One, 2015, vol. 10, no. 7: e0132249. doi: 10.1371/journal.pone.0132249
- Sun Q., Wei W., Sha W. Potential role for Mycobacterium tuberculosis specific IL-2 and IFNy responses in discriminating between latent infection and active disease after long-term stimulation. PLoS One, 2016, vol. 11, no. 12: e0166501. doi: 10.1371/journal.pone.0166501
- Suliman S., Thompson E.G., Sutherland J., Weiner J. 3rd, Ota M.O.C., Shankar S., Penn-Nicholson A., Thiel B., Erasmus M., Maertzdorf J., Duffy F.J., Hill P.C., Hughes E.J., Stanley K., Downing K., Fisher M.L., Valvo J., Parida S.K., van der Spuy G., Tromp G., Adetifa I.M.O., Donkor S., Howe R., Mayanja-Kizza H., Boom W.H., Dockrell H.M., Ottenhoff T.H.M., Hatherill M., Aderem A., Hanekom W.A., Scriba T.J., Kaufmann S.H.E., Zak D.E., Walzl G.; and the Grand Challenges 6-74 (GC6-74) and Adolescent Cohort Study (ACS) groups. Four-gene pan-african blood signature predicts progression to tuberculosis. Am. J. Respir. Crit. Care Med., 2018, vol. 197, no. 9, pp. 1198-1208. doi: 10.1164/rccm.201711-2340OC
- Sweeney T.E., Braviak L., Tato C.M., Khatri P. Genome-wide expression for diagnosis of pulmonary tuberculosis: a multicohort analysis. Lancet Respir. Med., 2016, vol. 4, no. 3, pp. 213-224. doi: 10.1016/S2213-2600(16)00048-5
- Thuong N.T., Dunstan S.J., Chau T.T., Thorsson V., Simmons C.P., Quyen N.T., Thwaites G.E., Thi Ngoc Lan N., Hibberd M., Teo Y.Y., Seielstad M., Aderem A., Farrar J.J., Hawn T.R. Identification of tuberculosis susceptibility genes with human macrophage gene expression profiles. PLoS Pathog., 2008, vol. 4, no. 12: e1000229. doi: 10.1371/journal.ppat.1000229
- Wang J.X., Xu J., Han Y.F., Zhu Y.B., Zhang W.J. Diagnostic values of microRNA-31 in peripheral blood mononuclear cells for pediatric pulmonary tuberculosis in Chinese patients. Genet. Mol. Res., 2015, vol. 14, no. 4, pp. 17235-17243. doi: 10.4238/2015. December.16.23
- Wu B., Huang C., Kato-Maeda M., Hopewell P.C., Daley C.L., Krensky A.M., Clayberger C. Messenger RNA expression of IL-8, FOXP3, and IL-12beta differentiates latent tuberculosis infection from disease. J. Immunol., 2007, vol. 178, no. 6, pp. 3688-3694. doi: 10.4049/jimmunol.178.6.3688
- Yuan Y., Lin D., Feng L., Huang M., Yan H., Li Y., Chen Y., Lin B., Ma Y., Ye Z., Mei Y., Yu X., Zhou K., Zhang Q., Chen T., Zeng J. Upregulation of miR-196b-5p attenuates BCG uptake via targeting SOCS3 and activating STAT3 in macrophages from patients with long-term cigarette smoking-related active pulmonary tuberculosis. J. Transl. Med., 2018, vol. 16, no. 1, pp. 284-297. doi: 10.1186/s12967-018-1654-9