The dynamic transcriptome during maturation of biofilms formed by methicillin-resistant Staphylococcus aureus
- PMID: 35966712
- PMCID: PMC9366926
- DOI: 10.3389/fmicb.2022.882346
The dynamic transcriptome during maturation of biofilms formed by methicillin-resistant Staphylococcus aureus
Abstract
Background: Methicillin-resistant Staphylococcus aureus (MRSA), a leading cause of chronic infections, forms prolific biofilms which afford an escape route from antibiotic treatment and host immunity. However, MRSA clones are genetically diverse, and mechanisms underlying biofilm formation remain under-studied. Such studies form the basis for developing targeted therapeutics. Here, we studied the temporal changes in the biofilm transcriptome of three pandemic MRSA clones: USA300, HEMRSA-15, and ST239.
Methods: Biofilm formation was assessed using a static model with one representative strain per clone. Total RNA was extracted from biofilm and planktonic cultures after 24, 48, and 72 h of growth, followed by rRNA depletion and sequencing (Illumina Inc., San Diego, CA, United States, NextSeq500, v2, 1 × 75 bp). Differentially expressed gene (DEG) analysis between phenotypes and among early (24 h), intermediate (48 h), and late (72 h) stages of biofilms was performed together with in silico co-expression network construction and compared between clones. To understand the influence of SCCmec and ACME on biofilm formation, isogenic mutants containing deletions of the entire elements or of single genes therein were constructed in USA300.
Results: Genes involved in primarily core genome-encoded KEGG pathways (transporters and others) were upregulated in 24-h biofilm culture compared to 24-h planktonic culture. However, the number of affected pathways in the ST239 24 h biofilm (n = 11) was remarkably lower than that in USA300/EMRSA-15 biofilms (USA300: n = 27, HEMRSA-15: n = 58). The clfA gene, which encodes clumping factor A, was the single common DEG identified across the three clones in 24-h biofilm culture (2.2- to 2.66-fold). In intermediate (48 h) and late (72 h) stages of biofilms, decreased expression of central metabolic and fermentative pathways (glycolysis/gluconeogenesis, fatty acid biosynthesis), indicating a shift to anaerobic conditions, was already evident in USA300 and HEMRSA-15 in 48-h biofilm cultures; ST239 showed a similar profile at 72 h. Last, SCCmec+ACME deletion and opp3D disruption negatively affected USA300 biofilm formation.
Conclusion: Our data show striking differences in gene expression during biofilm formation by three of the most important pandemic MRSA clones, USA300, HEMRSA-15, and ST239. The clfA gene was the only significantly upregulated gene across all three strains in 24-h biofilm cultures and exemplifies an important target to disrupt early biofilms. Furthermore, our data indicate a critical role for arginine catabolism pathways in early biofilm formation.
Keywords: MRSA; Staphylococcus aureus; biofilm; clumping factor A; transcriptome.
Copyright © 2022 Vlaeminck, Lin, Xavier, De Backer, Berkell, De Greve, Hernalsteens, Kumar-Singh, Goossens and Malhotra-Kumar.
Conflict of interest statement
The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
Figures


Similar articles
-
Comparison of biofilm formation between major clonal lineages of methicillin resistant Staphylococcus aureus.PLoS One. 2014 Aug 8;9(8):e104561. doi: 10.1371/journal.pone.0104561. eCollection 2014. PLoS One. 2014. PMID: 25105505 Free PMC article.
-
Fatty acid kinase A is an important determinant of biofilm formation in Staphylococcus aureus USA300.BMC Genomics. 2015 Oct 26;16:861. doi: 10.1186/s12864-015-1956-8. BMC Genomics. 2015. PMID: 26502874 Free PMC article.
-
In vitro anti-biofilm effect of anti-methicillin-resistant Staphylococcus aureus (anti-MRSA) agents against the USA300 clone.J Glob Antimicrob Resist. 2021 Mar;24:63-71. doi: 10.1016/j.jgar.2020.11.026. Epub 2020 Dec 8. J Glob Antimicrob Resist. 2021. PMID: 33307275
-
Mupirocin at Subinhibitory Concentrations Induces Biofilm Formation in Staphylococcus aureus.Microb Drug Resist. 2018 Nov;24(9):1249-1258. doi: 10.1089/mdr.2017.0290. Epub 2018 Mar 14. Microb Drug Resist. 2018. PMID: 29653478
-
Correlation Between Biofilm Formation and Antibiotic Resistance in MRSA and MSSA Isolated from Clinical Samples in Iran: A Systematic Review and Meta-Analysis.Microb Drug Resist. 2020 Sep;26(9):1071-1080. doi: 10.1089/mdr.2020.0001. Epub 2020 Mar 10. Microb Drug Resist. 2020. PMID: 32159447
Cited by
-
Comprehensive analysis of antimicrobial resistance, biofilm formation and virulence factors of staphylococci isolated from bovine mastitis.Heliyon. 2025 Feb 17;11(4):e42749. doi: 10.1016/j.heliyon.2025.e42749. eCollection 2025 Feb 28. Heliyon. 2025. PMID: 40066049 Free PMC article.
-
A fungal metabolic regulator underlies infectious synergism during Candida albicans-Staphylococcus aureus intra-abdominal co-infection.Nat Commun. 2024 Jul 9;15(1):5746. doi: 10.1038/s41467-024-50058-w. Nat Commun. 2024. PMID: 38982056 Free PMC article.
-
Genetic Correlates of Synergy Mechanisms of Daptomycin Plus Fosfomycin in Daptomycin-Susceptible and -Resistant Methicillin-Resistant Staphylococcus aureus (MRSA).Microorganisms. 2025 Jun 30;13(7):1532. doi: 10.3390/microorganisms13071532. Microorganisms. 2025. PMID: 40732039 Free PMC article.
-
Molecular Aspects of the Functioning of Pathogenic Bacteria Biofilm Based on Quorum Sensing (QS) Signal-Response System and Innovative Non-Antibiotic Strategies for Their Elimination.Int J Mol Sci. 2024 Feb 24;25(5):2655. doi: 10.3390/ijms25052655. Int J Mol Sci. 2024. PMID: 38473900 Free PMC article. Review.
-
Modulation of Staphylococcus aureus gene expression during proliferation in platelet concentrates with focus on virulence and platelet functionality.PLoS One. 2024 Jul 25;19(7):e0307920. doi: 10.1371/journal.pone.0307920. eCollection 2024. PLoS One. 2024. PMID: 39052660 Free PMC article.
References
-
- Atshan S. S., Shamsudin M. N., Karunanidhi A., van Belkum A., Lung L. T. T., Sekawi Z., et al. (2013). Quantitative PCR analysis of genes expressed during biofilm development of methicillin resistant Staphylococcus aureus (MRSA). Infect. Genet. Evol. J. Mol. Epidemiol. Evol. Genet. Infect. Dis. 18 106–112. 10.1016/j.meegid.2013.05.002 - DOI - PubMed
-
- Bastian M., Heymann S., Jacomy M. (2009). Gephi: an open source software for exploring and manipulating networks. Proc. Int. AAAI Conf. Web Soc. Media 3 361–362.
LinkOut - more resources
Full Text Sources