SynthesisFrontiers in cellular and infection microbiology2026
Combining disciplines in the field of modern microbiology: a quantitative analysis of the literature on sporotrichosis.
Synthesis in Frontiers in cellular and infection microbiology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
What it found
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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.
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.
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Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
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Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: Sporotrichosis, a chronic infectious disease caused by the Objective: This study aims to elucidate the primary research themes, influential authors and institutions, and the evolution of sporotrichosis research trends through bibliometric analysis. In addition, we employ Latent Dirichlet Allocation (LDA) for topic modeling to identify potential research avenues and conceptual associations, while text mining analysis is used to uncover research gaps. Methods: A comprehensive literature search was conducted using PubMed, Scopus, and Web of Science Core Collection (1975-2024), yielding 1299 records. Various analytical tools, including Citespace, VOSviewer, and R's bibliometrix package, were used for data analysis and visualization. The LDA algorithm was applied for topic modeling. Results: The analysis revealed an increasing trend in publications and citations, with Brazil leading in research output. Key authors and journals were identified, highlighting a shift in research focus from epidemiology and clinical manifestations to treatment methods, drug development, and pathogen classification. Topic modeling identified five major research directions. Conclusion: This bibliometric analysis highlights the interdisciplinary nature of sporotrichosis research and identifies critical areas for future investigation, including pathogenesis, diagnostic improvements, and novel therapeutic strategies. Enhanced international collaboration and resource sharing are essential to address the challenges posed by sporotrichosis, ultimately improving public health outcomes related to this disease.
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Registered trials
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.