Comparative Characteristics of Antibiotic Resistance Genes in the Fecal Microbial Community of Healthy Controls and Pulmonary Tuberculosis Patients before and after Antituberculosis Treatment
https://doi.org/10.58838/2075-1230-2026-104-3-26-38
Abstract
The objective: to investigate the diversity and distribution of antibiotic resistance genes within the fecal microbial community of patients with pulmonary tuberculosis (TB) compared to controls, and to analyze the impact of long-term multicomponent chemotherapy on the fecal resistome structure in TB patients.
Materials and methods. Metagenomic DNA samples obtained from fecal specimens of pulmonary TB patients and healthy individuals were used in this study. The matagenomic data analysis was performed using the microbiome R package and the Comprehensive Antibiotic Resistance Gene Annotation Database (CARD)
Results. The fecal microbial community of TB patients demonstrates high diversity of antibiotic resistance genes compared to healthy controls. TB therapy slightly reduces the diversity of resistance genes. Tetracycline resistance genes are the most abundant in the gut microbiome, followed by genes conferring resistance to lincosamides, macrolides, and aminoglycosides. The fecal microbial community of TB patients additionally harbors genes conferring resistance to fluoroquinolones, aminocoumarins, beta-lactam, and peptide antibiotics. In the healthy microbiome, the main reservoir of resistance genes is comprised of members of Bacteroidota and Bacillota phyla. In contrast, the fecal resistome of TB patients is primarily driven by genes annotated within Pseudomonadota (Escherichia, Klebsiella, Campylobacter, Citrobacter, Enterobacter, Shigella, Vibrio) and Bacillota (Staphylococcus, Streptococcus, Blautia, Lactobacillus, Eubacterium, Enterococcus). A pairwise comparison of metagenomic data of TB patients before and after chemotherapy identified four genes (pmrA, Bado_rpoB_RIF, npmA and AAC(6')-Ib7) whose abundance increased during TB treatment.
About the Authors
M. M. YunusbaevaRussian Federation
Milyausha M. Yunusbaeva, PhD, Leading Researcher,
Laboratory of Functional Genomics
2-4 Ligovsky pr., St. Petersburg, 191036;
Tel: +7(812) 775-75-55
L. Ya. Borodina
Russian Federation
Liliya Y. Borodina, Phthisiologist of the Highest Category
4 S. Agisha St., Ufa, 450080;
Tel: +7 (347) 228-45-14
S. S. Ryakhovsky
Russian Federation
Sergei S. Ryakhovsky, PhD Student
49, lit. A, Kronverksky Pr., St. Petersburg, 197101;
Tel. +7 (812) 480-04-80
A. B. Yunusbayeva
Russian Federation
Aliya B. Yunusbayeva, Research Engineer, Bachelor's degree
2-4 Ligovsky pr., St. Petersburg, 191036;
Tel: +7(812) 775-75-55
R. Sh. Altinbaev
Russian Federation
Radick S. Altinbaev Engineer, Laboratory of Neurophysiology
5A Butlerova St., Moscow, 117485;
Tel. +7 (495) 334-70-00
D. M. Sabirova
Russian Federation
Dina M. Sabirova, Laboratory Research Assistant, Laboratory of Functional Genomics
2-4 Ligovsky pr., St. Petersburg, 191036;
Tel: +7(812) 775-75-55
B. B. Yunusbayev
Russian Federation
Bayazit B. Yunusbayev, PhD, Leading Researcher,
Laboratory of Functional Genomics; Senior Researcher, Department of Genetics and Biotechnology
2-4 Ligovsky pr., St. Petersburg, 191036;
Tel: +7(812) 775-75-55
References
1. Blanco-Míguez A., Beghini F., Cumbo F., McIver L.J., Thompson K.N., Zolfo M., Manghi P., Dubois L., Huang K.D., Thomas A.M., Nickols W.A., Piccinno G., Piperni E., Puncochar M., Valles-Colomer M., Tett A., Giordano F., Davies R., Wolf J., Berry S.E., Spector T.D., Franzosa E.A., Pasolli E., Asnicar F., Huttenhower C., Segata N. Extending and improving metagenomic taxonomic profiling with uncharacterized species using MetaPhlAn 4 // Nat Biotechnol. – 2023. – Vol. 41, № 11. – Р. 1633-1644. https://doi.org/ 10.1038/s41587-023-01688-w
2. Brenwald N.P., Appelbaum P., Davies T., Gill M.J. Evidence for efflux pumps, other than PmrA, associated with fluoroquinolone resistance in Streptococcus pneumoniae // Clin Microbiol Infect. – 2003. – Vol. 9, № 2. – Р. 140-143. https://doi.org/10.1046/j.1469-0691.2003.00482.x.
3. Chen S., Zhou Y., Chen Y., Gu J. fastp: an ultra-fast all-in-one FASTQ preprocessor // Bioinformatics. – 2018. – Vol. 34, № 17. – Р. i884-i890. https://doi.org/10.1093/bioinformatics/bty560
4. Crits-Christoph A., Hallowell H.A., Koutouvalis K., Suez J. Good microbes, bad genes? The dissemination of antimicrobial resistance in the human microbiome // Gut Microbes. – 2022. – Vol. 14, № 1. – Р. 2055944. https:// doi.org/10.1080/19490976.2022.2055944.
5. Dahl K.H., Sundsfjord A. Transferable vanB2 Tn5382-containing elements in fecal streptococcal strains from veal calves // Antimicrob Agents Chemother. – 2003. – Vol. 47, № 8. – Р. 2579-2583. https://doi.org/10.1128/AAC.47.8.2579-2583.2003.
6. Graham M., Ballard S.A., Grabsch E.A., Johnson P.D., Grayson M.L. High rates of fecal carriage of nonenterococcal vanB in both children and adults // Antimicrob Agents Chemother. – 2008. – Vol. 52, № 3. – Р. 1195-1197. https://doi.org/10.1128/AAC.00531-07.
7. Hall J.P.J., Brockhurst M.A., Harrison E. Sampling the mobile gene pool: innovation via horizontal gene transfer in bacteria // Philos Trans R Soc Lond B Biol Sci. – 2017. – Vol. 372, № 1735. – Р. 20160424. https://doi.org/10.1098/rstb.2016.0424.
8. Han M., Wang X., Zhang J., Su L., Ishaq H.M., Li D., Cui J., Zhao H., Yang F. Gut bacterial and fungal dysbiosis in tuberculosis patients // BMC Microbiol. – 2024. – Vol. 24, № 1. – Р. 141. https://doi.org/10.1186/s12866-024-03275-8.
9. Howden B.P., Holt K.E., Lam M.M., Seemann T., Ballard S., Coombs G.W., Tong S.Y., Grayson M.L., Johnson P.D., Stinear T.P. Genomic insights to control the emergence of vancomycin-resistant enterococci // mBio. – 2013. – Vol. 4, № 4. – Р. e00412-е00413. https://doi.org/10.1128/mBio.00412-13
10. Hu Y., Yang X., Li J., Lv N., Liu F., Wu J., Lin I.Y., Wu N., Weimer B.C., Gao G.F., Liu Y., Zhu B. The Bacterial Mobile Resistome Transfer Network Connecting the Animal and Human Microbiomes // Appl Environ Microbiol. – 2016. – Vol. 82, № 22. – Р. 6672-6681. https://doi.org/10.1128/AEM.01802-16
11. Launay A., Ballard S.A., Johnson P.D., Grayson M.L., Lambert T. Transfer of vancomycin resistance transposon Tn1549 from Clostridium symbiosum to Enterococcus spp. in the gut of gnotobiotic mice // Antimicrob Agents Chemother. – 2006. – Vol. 50, № 3. – № 1054-1062. https://doi.org/10.1128/AAC.50.3.1054-1062.2006
12. Li X., Stokholm J., Brejnrod A., Vestergaard G.A., Russel J., Trivedi U., Thorsen J., Gupta S., Hjelmsø M.H., Shah S.A., Rasmussen M.A., Bisgaard H., Sorensen S.J. The infant gut resistome associates with E. coli, environmental exposures, gut microbiome maturity, and asthma-associated bacterial composition // Cell Host Microbe. – 2021. – Vol. 29, № 6. – Р. 975-987. https://doi.org/10.1016/j.chom.2021.03.017.
13. Lokesh D., Parkesh R., Kammara R. Bifidobacterium adolescentis is intrinsically resistant to antitubercular drugs // Sci Rep. – 2018. – № 8. – Р. 11897. https://doi.org/10.1038/s41598-018-30429-2.
14. Ramirez M.S., Nikolaidis N., Tolmasky M.E. Rise and dissemination of aminoglycoside resistance: the aac(6')-Ib paradigm // Front Microbiol. – 2013. – Vol. 17, № 4. – Р. 121. https://doi.org/10.3389/fmicb.2013.00121.
15. Smillie C.S., Smith M.B., Friedman J., Cordero O.X., David L.A., Alm E.J. Ecology drives a global network of gene exchange connecting the human microbiome // Nature. – 2011. – Vol. 480, № 7376. – Р. 241-244. https://doi.org/10.1038/nature10571.
16. Smith C.J., Tribble G.D., Bayley D.P. Genetic elements of Bacteroides species: a moving story // Plasmid. – 1998. – Vol. 40, № 1. – Р. 12-29. https://doi.org/10.1006/plas.1998.1347.
17. Sommer M.O.A., Dantas G., Church G.M. Functional characterization of the antibiotic resistance reservoir in the human microflora // Science. – 2009. – Vol. 325, № 5944. – Р. 1128-1131. https://doi.org/10.1126/science.1176950.
18. Stevens A.M., Shoemaker N.B., Li L.Y., Salyers A.A. Tetracycline regulation of genes on Bacteroides conjugative transposons // J Bacteriol. – 1993. – Vol. 175, № 19. – Р. 6134-6141. https://doi.org/10.1128/jb.175.19.6134-6141.1993.
19. Stinear T.P., Olden D.C., Johnson P.D., Davies J.K., Grayson M.L. Enterococcal vanB resistance locus in anaerobic bacteria in human faeces // Lancet. – 2001. – Vol. 357, № 9259. – Р. 855-856. https://doi.org/10.1016/S0140-6736(00)04206-9.
20. Tatusova T., Ciufo S., Fedorov B., O'Neill K., Tolstoy I. RefSeq microbial genomes database: new representation and annotation strategy // Nucleic Acids Res. – 2014. – Vol. 42, № 1. – Р. D553-D559. https://doi.org/ 10.1093/nar/gkt1274.
21. Vineis J.H., Reznikoff W.S., Antonopoulos D.A., Koval J., Chang E., Fallon B.R., Paul B.G., Morrison H.G., Sogin M.L. A novel conjugative transposon carrying an autonomously amplified plasmid // mBio. – 2024. – Vol. 15, № 2. – Р. e0278723. https://doi.org/10.1128/mbio.02787-23.
22. Wachino J., Shibayama K., Kurokawa H., Kimura K., Yamane K., Suzuki S., Shibata N., Ike Y., Arakawa Y. Novel plasmid-mediated 16S rRNA m1A1408 methyltransferase, NpmA, found in a clinically isolated Escherichia coli strain resistant to structurally diverse aminoglycosides //Antimicrob Agents Chemother. –2007. – Vol. 51, № 12. – Р. 4401-4409. doi: 10.1128/AAC.00926-07.
23. Wingett S.W., Andrews S. FastQ Screen: A tool for multi-genome mapping and quality control // F1000Res. – 2018. – № 7. – Р. 1338. https://doi.org/10.12688/f1000research.15931.2.
24. Wipperman M.F., Bhattarai S.K., Vorkas C.K., Maringati V.S., Taur Y., Mathurin L., McAulay K., Vilbrun S.C., Francois D., Bean J., Walsh K.F., Nathan C., Fitzgerald D.W., Glickman M.S., Bucci V. Gastrointestinal microbiota composition predicts peripheral inflammatory state during treatment of human tuberculosis // Nat Commun. – 2021. – Vol. 12, № 1. – Р. 1141. https://doi.org/10.1038/s41467-021-21475-y.
25. Yunusbaeva M., Borodina L., Terentyeva D., Bogdanova A., Zakirova A., Bulatov S., Altinbaev R., Bilalov F., Yunusbayev B. Excess fermentation and lactic acidosis as detrimental functions of the gut microbes in treatment-naive TB patients // Front Cell Infect Microbiol. – 2024. – № 14. – Р. 1331521. https://doi.org/10.3389/fcimb.2024.1331521
26. Yu Z., Shen X., Wang A., Hu C., Chen J. The gut microbiome: A line of defense against tuberculosis development // Front Cell Infect Microbiol. – 2023. – № 13. – Р. 1149679. https://doi.org/10.3389/fcimb.2023.1149679.
Review
For citations:
Yunusbaeva M.M., Borodina L.Ya., Ryakhovsky S.S., Yunusbayeva A.B., Altinbaev R.Sh., Sabirova D.M., Yunusbayev B.B. Comparative Characteristics of Antibiotic Resistance Genes in the Fecal Microbial Community of Healthy Controls and Pulmonary Tuberculosis Patients before and after Antituberculosis Treatment. Tuberculosis and Lung Diseases. 2026;104(3):26-38. (In Russ.) https://doi.org/10.58838/2075-1230-2026-104-3-26-38
JATS XML




































