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Updated: Oct 5, 2025

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Assessment of Resistance to Tyrosine Kinase Inhibitors by an Interrogation of Signal Transduction Pathways by Antibody Arrays
Published on: September 19, 2018
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Global Research Trends in Tyrosine Kinase Inhibitors: Coword and Visualization Study
JMIR Medical Informatics
|January 24, 2022
Summary
This study analyzes tyrosine kinase inhibitor (TKI) research from 2016-2020, revealing a focus on non-small-cell lung cancer and targeted therapies. Emerging trends include increased attention on HER2 and ALK targets.
Area of Science:
- Oncology
- Pharmacology
- Bibliometrics
- Data Visualization
Background:
- Tyrosine kinase inhibitors (TKIs) have transformed cancer treatment, with extensive research published annually.
- Existing reviews offer valuable insights, but a comprehensive bibliometric analysis of TKI research knowledge structure and evolution is lacking.
Purpose of the Study:
- To elucidate the knowledge structure, research hotspots, and evolutionary trends in tyrosine kinase inhibitor (TKI) research.
- To provide a comprehensive understanding of the current status and future directions in TKI research through bibliometric analysis and literature visualization.
Main Methods:
- Retrieved and analyzed 5584 TKI-related papers published in the Web of Science from 2016 to 2020.
- Generated co-word networks, community detection, keyword burst analysis, and visualized evolution trends using venation and strategic diagrams.
- Identified research subdirections, associations between them, and shifts in research focus over time.
Main Results:
- Identified 6 research communities: non-small-cell lung cancer (NSCLC), targeted therapy, chronic myeloid leukemia (CML), HER2, pharmacokinetics, and ALK.
- NSCLC emerged as a core research area, while targeted therapy showed development. CML, HER2, and pharmacokinetics were identified as emerging or less mature areas.
- Keyword burst analysis highlighted increasing focus on HER2, pyrotinib, next-generation sequencing, immunotherapy, ALK-TKI, and ALK rearrangement, particularly in 2019-2020.
Conclusions:
- TKI research predominantly focuses on targeted therapies for various cancers, with a significant emphasis on NSCLC.
- Research trends indicate a declining interest in CML and pharmacokinetics, contrasted by a rapidly growing focus on HER2 and ALK.
- The evolution of TKI research follows a pattern of disease focus, revolving around gene targets, targeted drugs, and resistance mechanisms, offering support for researchers and policymakers.
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