Evidence mapPaperPMID 41748945Full record

ReviewNaunyn-Schmiedeberg's archives of pharmacology2026

Global trends, knowledge structure, and thematic evolution of statin-cancer research: A comprehensive mapping and visualization study with insights from highly cited literature (1940-2025).

Siddig Ibrahim Abdelwahab, Manal Mohamed Elhassan Taha, Saeed Alshahrani, Abdulmajeed M Jali, Marwa Qadri, Abdulaziz Alarifi

Abstract readReview
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In one paragraph

Review in Naunyn-Schmiedeberg's archives of pharmacology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

6 authors.

Siddig Ibrahim AbdelwahabHealth Research Centre, Jazan University, 45142, Jazan, Saudi Arabia. siddigroa@yahoo.com.
Manal Mohamed Elhassan TahaHealth Research Centre, Jazan University, 45142, Jazan, Saudi Arabia.
Saeed AlshahraniDepartment of Pharmacology and Toxicology, College of Pharmacy, Jazan University, 45142, Jazan, Saudi Arabia. saalshahrani@jazanu.edu.sa.
Abdulmajeed M JaliDepartment of Pharmacology and Toxicology, College of Pharmacy, Jazan University, 45142, Jazan, Saudi Arabia.
Marwa QadriDepartment of Pharmacology and Toxicology, College of Pharmacy, Jazan University, 45142, Jazan, Saudi Arabia.
Abdulaziz AlarifiDepartment of Basic Sciences, College of Science and Health Professions, King Saud Bin Abdulaziz University for Health Sciences, Riyadh, Saudi Arabia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Statins have attracted increasing attention beyond cardiovascular prevention due to their potential anticancer effects; however, the intellectual structure and long-term evolution of statin-cancer research remain insufficiently characterized. This study aimed to systematically map the global development, thematic architecture, and collaborative landscape of statin-cancer research using bibliometric approaches. A total of 6100 article-type publications indexed in the Scopus database from 1940 to 2025 were analyzed using Bibliometrix and VOSviewer. Analyses included descriptive metrics, logistic growth modeling, geographic and institutional mapping, international collaboration networks, Bradford's Law of journal scattering, co-citation analysis, keyword dynamics, thematic evolution, and N-gram trend analysis. The field demonstrated sustained growth (annual growth rate 7.36%) and has recently entered a consolidation phase, supported by strong international collaboration and a stable core of high-impact journals, institutions, and scholars. Thematic analyses revealed a clear shift from cardiovascular and mechanistic foundations toward oncology-driven, drug-specific, and translational research, with breast cancer emerging as a dominant focus and simvastatin forming a highly developed niche theme. Emerging trends highlighted increasing emphasis on physiologically based pharmacokinetic modeling, drug-drug interactions, and clinical safety considerations. Overall, this study provides a comprehensive, data-driven overview of statin-cancer research, offering strategic insights to guide future experimental, clinical, and translational investigations.

Indexed as

Antineoplastic AgentsBiomedical ResearchHydroxymethylglutaryl-CoA Reductase InhibitorsNeoplasmsBibliometricsHumansAntineoplastic AgentsHydroxymethylglutaryl-CoA Reductase InhibitorsBibliometric analysisCancerDrug repurposingStatinsThematic evolution

Identifiers

What Socratic holds

Textmetadata
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 Socratic graph.