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Updated: Apr 23, 2026

A Fluorescence-based Method to Study Bacterial Gene Regulation in Infected Tissues
Published on: February 19, 2019
Mapping the evolving landscape of Staphylococcus aureus virulence: determinants, regulation, and new directions
Zhanhua Tao1, Ke Ke1, Libo Zhu1
1Institute of Eco-Environmental Research, Guangxi Academy of Sciences, Nanning, Guangxi, China.
Aims:
Staphylococcus aureus pathogenicity depends on diverse virulence factors and regulators. However, the research trajectory of this field has not yet been quantitatively mapped.
Materials And Methods:
We analyzed 16,899 Web of Science records (1990-2024) using bibliometrics to quantify output and impact, the normalized cumulative frequency (NCF), and a trend-factor metric for individual virulence determinants and regulators, and structural topic modeling (STM) to identify and track major themes.
Results:
S. aureus virulence increased more than sevenfold, with recent growth driven by emerging economies and expanding cross-disciplinary input. NCF and trend-factor analyses indicate that attention to classical toxins and core regulators has plateaued at a high level. Interest has shifted toward biofilm- and adaptation-linked factors and cell-envelope stress regulators, reflecting growing concern over chronic and antibiotic-tolerant infections. STM revealed seven dominant themes and showed sustained growth of biofilm- and regulation-focused topics, alongside a relative decline of foodborne and toxin-centric themes.
Conclusions:
This multi-level, data-driven map summarizes patterns in how attention to S. aureus virulence determinants, regulators, and thematic domains has evolved since 1990 and may inform future work on virulence mechanisms, anti-virulence, and anti-biofilm strategies, and clinically oriented research.
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