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Published on: April 19, 2024
Metagenomic and Phenotypic Insights Into Biofilm-Forming Pathogens in Patients With Nosocomial Sepsis
Haleema Sadia1, Arshia Amin1, Iftikhar Ahmed2
1Department of Bioinformatics and Biosciences, Capital University of Science and Technology, Islamabad, Pakistan, cust.edu.pk.
Abstract:
Biofilm-related infections significantly contribute to bacterial diseases, with estimates suggesting that at least 80% of such infections are associated with biofilms. These infections often involve opportunistic pathogens, which not only influence the type of infection but also impact the microenvironment by interacting with other polymicrobial pathogens, thereby altering microbial diversity within the infection site. The present study was designed to assess potential changes in bacterial communities across various infection types. The 50 samples were collected and pooled from different anatomical locations: II-H1 (calf), ul-H2 (thighs), ft-H3 (upper leg), ct-H4 (chest), and Ca-H5 (catheter). The 16S rDNA sequencing was performed on 10 representative samples using the Sanger method to identify bacterial taxa, whereas the metagenomic analysis was conducted on the Illumina MiSeq platform (Illumina, Inc., San Diego, California). Sanger sequencing identifying several bacterial strains including Bacterium MS-AsIII-61, Bacterium HB33-1, Mammaliicoccus sciuri SSB38, multiple Staphylococcus species (S. aureus DA101 and S8, Staphylococcus sp. C0021-01R and TSA25S, S. cohnii FC2265, and S. saprophyticus A), and Enterobacter hormaechei D15. The metagenomics analysis revealed variations and diversity in the different location across the organ by relative abundance of 5 bacterial phyla and 38 species. The Proteobacteria phylum was the most abundant phylum across all sites, with the highest prevalence observed in Ca-H5, followed by ul-H2, ct-H4, II-H1, and ft-H3 in the decreasing order. In contrast, the Bacteroidetes phylum exhibited the highest abundance in ft-H3. Catheter-associated infections (Ca-H5 site) show a homogeneous ARG profile, dominated by genes supporting biofilm formation and persistence. MSA samples reflect diversity in methicillin and multidrug resistance genes, consistent with surgical-site and opportunistic infections. Trypto samples may represent an environmental or experimental condition leading to alternative ARG expression, highlighting site- or condition-specific variations. The different virulence factor responsible for the boost in the establishment of biofilms in these pathogens includes, surface adhesion proteins, increasing resilience to environmental, efflux pumps, quorum-sensing regulators, stresses, and antibiotic treatments. The study demonstrates the dynamic nature and impact of biofilm-related infections at anatomical sites. It also focused on biofilm-associated infections at surgical sites, their progression into chronic conditions, and the corresponding treatment patterns. The integration of metagenomic analysis with phenotypic studies provided deeper insights into the roles of key genes and their mechanisms in biofilm formation.
Insights
Biofilm infections, linked to 80% of bacterial diseases, show diverse bacterial communities and virulence factors across anatomical sites. Catheter-associated infections exhibit specific antimicrobial resistance gene profiles, highlighting site-specific variations.
Area of Science:
- Microbiology and Infectious Diseases
- Genomics and Bioinformatics
- Medical Science
Background:
- Biofilm-related infections account for at least 80% of bacterial diseases, often involving opportunistic pathogens and polymicrobial interactions.
- These infections alter microbial diversity and the microenvironment at infection sites, necessitating a deeper understanding of bacterial community dynamics.
- Opportunistic pathogens contribute to infection type and influence the microenvironment through interactions with other microbes.
Purpose of the Study:
- To assess potential changes in bacterial communities across various infection types and anatomical locations.
- To identify bacterial taxa and analyze the diversity and abundance of bacterial phyla and species in different infection sites.
- To investigate the antimicrobial resistance gene (ARG) profiles and virulence factors associated with biofilm formation in various infection contexts.
Main Methods:
- Collection and pooling of 50 samples from diverse anatomical locations (calf, thighs, upper leg, chest, catheter).
- 16S rDNA sequencing using the Sanger method for bacterial taxa identification.
- Metagenomic analysis using the Illumina MiSeq platform for comprehensive community profiling and ARG analysis.
Main Results:
- Identification of key bacterial strains including Staphylococcus species, Enterobacter hormaechei, and others via Sanger sequencing.
- Metagenomic analysis revealed significant variations in bacterial phyla and species abundance across anatomical sites, with Proteobacteria being most prevalent overall, especially in catheter-associated infections (Ca-H5).
- Catheter-associated infections showed a homogeneous ARG profile favoring biofilm formation, while surgical site infection samples displayed diverse resistance genes. Virulence factors like surface adhesion proteins and efflux pumps were identified.
Conclusions:
- Biofilm-related infections exhibit dynamic bacterial community structures and virulence factor expression that vary significantly by anatomical site.
- Catheter-associated infections present distinct ARG profiles, emphasizing the need for site-specific therapeutic strategies.
- The integration of metagenomic and phenotypic data provides crucial insights into the mechanisms of biofilm formation and the progression of chronic infections.
Related Concept Videos
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Clinical Significance of Antibiotic Resistance
Gene Regulation in Microbial Communities: Quorum Sensing

