Evidence map›Paper›PMID 41607849›Full record

SynthesisFrontiers in neurology2025

A bibliometric analysis of research on cognitive function and carotid atherosclerosis: global trends and hotspots.

Qi Sun, Fanfan Zheng, Guopeng Chen, Liuyin Jin

Abstract readSystematic Review
In one paragraph

Synthesis in Frontiers in neurology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed, 1 pooled it
–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

3 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Review
  3. 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

4 authors.

Qi Sun *The Affiliated Lihuili Hospital of Ningbo University, Ningbo, Zhejiang, China.
Fanfan Zheng *Hubei Provincial Hospital of Integrated Chinese & Western Medicine, Wuhan, Hubei, China.
Guopeng ChenZhujiang Hospital of Southern Medical University, Guangzhou, Guangdong, China.
Liuyin JinThe Second People's Hospital of Lishui, Lishui, Zhejiang, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Cognitive impairment associated with carotid atherosclerosis has attracted growing attention in recent years due to its implications in neurodegenerative diseases and vascular dementia. However, the knowledge structure and research trends in this interdisciplinary field remain unclear. Methods: This study conducted a comprehensive bibliometric analysis based on the Web of Science Core Collection and Scopus databases. Publications from 1995 to 2025 related to "cognitive function" and "carotid atherosclerosis" were retrieved, yielding 3,823 unique articles after deduplication using the bibliometrix R package. CiteSpace, VOSviewer, and ggplot2 were applied to visualize publication trends, co-authorship, co-citation networks, keyword clustering, and burst detection. Results: The number of publications has increased steadily since 2005, with a notable acceleration after 2016. China and the United States are the leading contributors, with Capital Medical University and Harvard Medical School as prominent institutions. Highly cited papers are primarily guideline-based or cohort studies. Keyword clustering revealed three major thematic areas: (1) clinical assessment and epidemiological features of cognitive impairment, (2) neurodegenerative and vascular dementia mechanisms, and (3) cellular injury pathways involving inflammation and oxidative stress. Recent citation bursts of keywords such as "microglia," "postoperative cognitive dysfunction," and "cerebral small vessel disease" indicate a shift toward translational and clinical research. Animal models (e.g., bilateral carotid artery occlusion) and mechanistic studies on neuroinflammation, blood-brain barrier dysfunction, and microglial activation have emerged as key areas of focus. Conclusion: This bibliometric study outlines the evolution, hotspots, and future directions of research on cognitive function and carotid atherosclerosis. While research output has grown significantly, particularly in China, international collaboration remains uneven. Emerging evidence highlights the critical role of vascular pathology and neuroinflammation in cognitive decline, offering new avenues for diagnosis and intervention. Limitations include potential database bias and a lack of qualitative content assessment. Future work should integrate broader data sources and in-depth analyses to enhance the understanding of this complex domain.

Indexed as

bibliometricscarotid atherosclerosiscognitive functionneuroinflammationvisual analysis

Identifiers

PMID41607849
PMCPMC12836883

What OpenQuestion holds

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Registered trials

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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.