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* Context.--Identification of rare thalassemia variants requires a combination of multiple diagnostic technologies. Objective.--To investigate a new approach of comprehensive analysis of thalassemia alleles based on third-generation sequencing (TGS) for identification of [alpha]- and [beta]-globin gene variants. Design.--Enrolled in this study were 70 suspected carriers of rare thalassemia variants. Routine gap-polymerase chain reaction and DNA sequencing were used to detect rare thalassemia variants, and TGS technology was performed to identify [alpha]- and [beta]-globin gene variants. Results.--Twenty-three cases that carried rare variants in [alpha]- and [beta]-globin genes were identified by the routine detection methods. TGS technology yielded a 7.14% (5 of 70) increment of rare [alpha]- and [beta]-globin gene variants as compared with the routine methods. Among them, the rare deletional genotype of-THAI was the most common variant. In addition, rare variants of CD15 (G>A) (HBA2:c.46G>A), CD117/118(+TCA) (HBA1:c.354_355insTCA), and [beta]-thalassemia 3.5-kilobase gene deletion were first identified in Fujian Province, China; to the best of our knowledge, this is the second report in the Chinese population. Moreover, HBA1:c.-24C>G, IVS-II-55 (G>T) (HBA1:c.300+55G>T) and hemoglobin (Hb) Maranon (HBA2:c.94A>G) were first identified in the Chinese population. We also identified rare Hb variants of HbC, HbG-Honolulu, Hb Miyashiro, and HbG-Coushatta in this study. Conclusions.--TGS technology can effectively and accurately detect deletional and nondeletional thalassemia variants simultaneously in one experiment. Our study also demonstrated the application value of TGS-based comprehensive analysis of thalassemia alleles in the detection of rare thalassemia gene variants. doi: 10.5858/arpa.2021-0510-OA, Thalassemia is a common inherited blood disorder resulting from deficient synthesis of globin chains. (1) According to the deficiency of globin genes, thalassemia can be classified into [alpha], [beta], [delta], [...]