Biofilms in wound healing: A bibliometric and visualised study

Li, Peiting; Tong, Xiaofei; Wang, Tian-Yin; Wang, Xin; Zhang, Wancong; Li, Qian; Liao, Junlin; Diao, Wuliang; Zhou, Jianda; Wu, Wei

doi:10.1111/iwj.13878

Cited by 12 publications

(11 citation statements)

References 19 publications

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“…Subsequently, they highlighted that treatment strategies involving extracellular vesicles during the wound healing process emerged as pivotal research foci within this domain. In line with this, several other bibliometric studies also explored the role of biofilms, 24 nanomaterials, 25 as well as curcumin 26 in wound healing. However, as far as our understanding goes, there has not been any bibliometric analysis conducted to explore the worldwide research trends within the field of macrophage and wound healing.…”

Section: Introductionmentioning

confidence: 78%

Visualization of the relationship between macrophage and wound healing from the perspective of bibliometric analysis

Guo,

Li,

Xie

et al. 2023

International Wound Journal

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Macrophages play a crucial role in aiding all phases of the wound‐healing process and has garnered increasing attention recently. Although a substantial body of related studies has been published, there remains a lack of comprehensive bibliometric analysis. In this study, we collected 4296 papers from the Web of Science Core Collection database. Three tools including CiteSpace, VOSviewer and one online analytical platform were employed to conduct bibliometric analysis and data visualization. Our results revealed that the annual number of publications related to macrophage and wound healing has increased exponentially with the year. The United States and China stand as the primary driving forces within this field, collectively constituting 58.2% of the total publication output. The application of biomaterials was one of the most concerned research areas in this field. According to references analysis, the current research focus has shifted to diabetic wound healing and regulating macrophage polarization. Based on the keywords analysis, we identified the following research frontiers in the future: exosomes and other extracellular vesicles; bio‐derived materials and drug delivery methods such as nanoparticles, scaffolds and hydrogels; immunomodulation and macrophage polarization in the M2‐state; chronic wounds, particularly those associated with diabetes; antimicrobial peptides; and antioxidant. Additionally, TNF, IL‐6, IL‐10, TGF‐β1 and VEGF ranked as the five genes that have garnered the most research attention in the intersection of macrophage and wound healing. All in all, our findings offered researchers a holistic view of the ongoing progress in the field of macrophages and wound healing, serving as a valuable reference for scholars and policymakers in this domain.

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Section: Introductionmentioning

confidence: 78%

Visualization of the relationship between macrophage and wound healing from the perspective of bibliometric analysis

Guo,

Li,

Xie

et al. 2023

International Wound Journal

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“…Our bibliometric analysis provides valuable insights into the current state of research on the application of ML in the context of biofilm [11]. By identifying the most influential authors, institutions, and publications, as well as the most common research themes and trends, we are better equipped to understand the challenges and opportunities associated with this exciting field of study [27,28].…”

Section: Methodsmentioning

confidence: 99%

“…The objective of this study is to conduct a comprehensive bibliometric analysis of the use of ML in biofilm research to gain insights into the current state of the field [11]. Bibliometrics is a quantitative analysis of scientific publications that provides valuable insights into the structure, dynamics, and trends of a particular research area [12,13].…”

Section: Introductionmentioning

confidence: 99%

A Bibliometric Study of Machine Learning in Biofilm

Ding¹

2023

Preprint

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Biofilm is a complex community of microorganisms that are attached to surfaces and encased in a self-produced extracellular matrix. Machine learning (ML) techniques have been applied to various aspects of biofilm research, such as predicting biofilm formation, identifying key genes, and designing new therapeutic strategies. In this study, we conducted a bibliometric analysis of machine learning in biofilm research to provide a comprehensive overview of the current state of the field. We searched the Web of Science database for articles published included "machine learning biofilm". A total of 126 articles were identified and analysed. Our results showed that the number of publications on machine learning in biofilm has been increasing rapidly over the past decade, indicating a growing interest in the application of ML techniques to biofilm research. The analysis also revealed that the most common research topics in this area were related to biofilm formation, prediction, and control. Furthermore, the most frequently used ML techniques in biofilm research were artificial neural networks and support vector machines. Overall, our study provides valuable insights into the current trends and future directions of machine learning in biofilm research. It also highlights the importance of interdisciplinary collaboration between biofilm researchers and ML experts to drive innovation in this field.

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“…This imbalance by the virus on the angiotensin system has significant consequences on dermal physiology as well. Angiotensin II plays a pivotal role in fostering dermal healing and stimulating the proliferation of keratinocytes; its dysregulation is a critical contributor to COVID‐19's dermal pathology 9 . Furthermore, the potent vasoconstrictive properties of angiotensin II can exacerbate issues with the angiogenic potential and microcirculatory system integral to the healthy regeneration of tissues, thereby compromising epithelial surfaces throughout the body 8 .…”

Section: Impact Of Covid‐19 On Wound Healingmentioning

confidence: 99%

COVID‐19 and skin manifestations

Khan,

Malick,

Burningham

et al. 2023

Dermatological Reviews

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COVID-19, caused by the severe acute respiratory distress syndrome coronavirus-2 (SARS-CoV-2), triggered a massive global health crisis, with its impact extending far beyond respiratory symptoms. There is a growing body of evidence linking the virus to a plethora of cutaneous complications. From its role in immune dysregulation to its adverse effects on wound healing, the virus's potential to not only impact dermal physiology but to manifest directly with a variety of dermatologic presentations has been noted in literature. Online registries established

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Biofilms in wound healing: A bibliometric and visualised study

Cited by 12 publications

References 19 publications

Visualization of the relationship between macrophage and wound healing from the perspective of bibliometric analysis

Visualization of the relationship between macrophage and wound healing from the perspective of bibliometric analysis

A Bibliometric Study of Machine Learning in Biofilm

COVID‐19 and skin manifestations

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