Related Experiment Video
Updated: Jun 20, 2026

Global and Current Research Trends of Single-Cell Sequencing in Cancer: A Bibliometric and Visualization Study
Published on: April 18, 2025
Global research trends and emerging themes in amino acid deprivation based cancer therapy: a bibliometric and
Xiuli He1, Tao Cai2, Guoqin Zhang3
1Department of Ultrasonography, The Affiliated Hospital of North Sichuan Medical College, Nanchong, Sichuan, China.
Background:
Amino acid deprivation and restriction have emerged as metabolically informed anticancer strategies, encompassing dietary interventions, enzyme-mediated depletion, and pathway-targeted approaches. The fast-growing and highly interdisciplinary literature makes it difficult to obtain an integrated view of research foundations and evolving hotspots.
Methods:
Publications on amino acid deprivation, restriction, starvation, or depletion in cancer (2006-2025) were retrieved from the Web of Science Core Collection and cross-validated using PubMed. Bibliometric and visualization analyses were conducted with Microsoft Excel 2021, VOSviewer, CiteSpace, Scimago Graphica, and Charticulator to map publication trends, leading contributors, collaboration networks, journal landscapes, keyword co-occurrence/clustering, and reference co-citation and burst patterns.
Results:
The literature showed sustained growth over 2006-2025, with expanding global participation. Collaboration analyses identified major contributing countries, institutions, and author groups, with a network structure characterized by highly connected hubs. Keyword mapping indicated that research themes are anchored in tumor metabolic reprogramming and amino acid-centered vulnerabilities, and have progressively diversified toward regulated cell-death programs and clinically oriented strategies, including enzyme-based depletion approaches and combination regimens. Co-citation and burst analyses highlighted influential conceptual frameworks in cancer metabolism and landmark translational studies that shaped subsequent research directions.
Conclusions:
This bibliometric study delineates the knowledge structure and thematic evolution of amino acid deprivation-related oncology research from 2006 to 2025. The findings provide a quantitative reference to facilitate rapid orientation, identify influential contributions, and support future mechanistic investigations and translational development.
Related Concept Videos
Cancer Therapies
However, cancer treatments can pose several challenges, as therapies used to kill cancer cells are generally also toxic to normal cells. Moreover, cancer cells mutate rapidly and can develop resistance to chemical agents or radiation therapy. Besides, all types of cancer cells may not respond to the same therapy. Some cancer cells respond to one...
Targeted Cancer Therapies
There are several types of targeted therapies against specific...
Regulated Protein Degradation
Protein degradation plays two important roles in the cells. It helps to protect cells from misfolded or damaged proteins before they lead to a...
Combination Therapies and Personalized Medicine
The combination of the drug acetazolamide and sulforaphane is a good example of combination therapy to treat cancer. The cells in the interior of a large tumor often die due to the hypoxic and...
mTOR Signaling and Cancer Progression
The mTOR pathway or the...
mTOR Signaling and Cancer Progression
The mTOR pathway or the...