β-Thalassemia is a prevalent inherited disorder of β-globin chains. The clustered regularly interspaced short palindromic repeats (CRISPR) genome editing system has emerged as a potential curative strategy. We conducted a bibliometric analysis to map global research trends in CRISPR-based thalassemia research. Original and review research articles were retrieved from the Scopus database using the search terms [TITLE-ABS-KEY ('βeta thalassemia' OR 'β thalassemia' OR thalassemia) AND TITLE-ABS-KEY ('gene edit' OR crispr* OR 'clustered regularly interspaced short palindromic repeats')] AND [LIMIT-TO (DOCTYPE, 're') OR LIMIT-TO (DOCTYPE, 'ar')] for analysis. Bibliometric mapping and network visualization were performed using VOSviewer to analyze publication trends, authorship networks, international collaborations, keyword clusters, and citation metrics. Major CRISPR-based therapeutic strategies for thalassemia were reviewed to place experimental and clinical developments within a translational framework. The analysis demonstrates a clear transition from foundational genomic studies to translational applications, with leading contributions from the United States and China. Two dominant therapeutic strategies have emerged: direct correction of thegene in hematopoietic stem cells and fetal hemoglobin reactivation viarepression. The latter strategy culminated in regulatory approval of exagamglogene autotemcel (Casgevy). Advances in base editing, prime editing, and strategies to improve engraftment are expected to enhance the precision and long-term efficacy of next-generation approaches. Clustered regularly interspaced short palindromic repeats-based research on thalassemia continues to expand, supported by extensive international collaboration and growing clinical translation. Future large-scale implementation will require advances in bioprocess engineering, cost reduction formanufacturing, and adaptable treatment models for diverse healthcare systems. HBB BCL11A ex vivo