Evidence map›Paper›PMID 42011017›Full record

ArticleBioMed research international2026

Metagenomic and Phenotypic Insights Into Biofilm-Forming Pathogens in Patients With Nosocomial Sepsis.

Haleema Sadia, Arshia Amin, Iftikhar Ahmed

Abstract read
In one paragraph

Article in BioMed research international, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

3 authors.

Haleema SadiaDepartment of Bioinformatics and Biosciences, Capital University of Science and Technology, Islamabad, Pakistan, cust.edu.pk.ORCID https://orcid.org/0009-0007-4619-8605
Arshia AminDepartment of Bioinformatics and Biosciences, Capital University of Science and Technology, Islamabad, Pakistan, cust.edu.pk.ORCID https://orcid.org/0000-0001-9074-4668
Iftikhar AhmedNational Culture Collection of Pakistan (NCCP), Land Resources Research Institute (LRRI), National Agricultural Research Centre, Islamabad, Pakistan, parc.gov.pk.ORCID https://orcid.org/0000-0003-0969-7927

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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.

Indexed as

BacteriaBiofilmsCross InfectionMetagenomicsSepsisHumansPhenotypeRNA, Ribosomal, 16SRNA, Ribosomal, 16S16S rDNA sequencingbiofilm-related infectionsmetagenomic analysismicrobial diversitypolymicrobial pathogensvirulence factor

Identifiers

PMID42011017
PMCPMC13096686

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.