AI Article Synopsis

  • - The study investigated the mutation landscape in Chinese patients with myelodysplastic syndromes (MDS) to identify genes linked to their progression to acute myeloid leukemia (AML).
  • - Analysis was conducted on 412 sequencing data from 313 patients, revealing specific mutations occurring more frequently in treated MDS patients and in older individuals, along with newly detected mutations at the transformation stage.
  • - A predictive model was developed based on 10 gene mutations and leukocyte counts, achieving 63.3% sensitivity and 84.6% specificity for identifying newly diagnosed MDS patients at risk of transformation or death.

Article Abstract

Background/objective: Approximately 30% of patients with MDS eventually develop to acute myeloid leukemia (AML). Our study aimed to investigate the mutation landscape of Chinese MDS patients and identify the mutated genes which are closely implicated in the transformation of MDS to AML.

Methods: In total, 412 sequencing data collected from 313 patients were used for analysis. Mutation frequencies between different groups were compared by Fisher's exact. A predictive model for risk of transformation/death of newly diagnosed patients was constructed by logistic regression.

Results: The most frequently mutated genes in newly diagnosed patients were , , , , and and mutations of , , , , and genes were more common in the treated MDS patients. Besides, we found that the mutation frequencies of , , and were significantly higher in MDS patients aged over 60 years. Moreover, two mutation sites, and were detected only at transformation in one patient, while not detected at diagnosis. In addition, the mutation frequencies of and were stable from diagnosis to transformation in two patients. Finally, we constructed a predictive model for risk of transformation/death of newly diagnosed patients combing detected data of 10 genes and the number of to leukocyte, with a sensitivity of 63.3% and a specificity of 84.6% in distinguishing individuals with and without risk of transformation/death.

Conclusion: In summary, our study found several mutations associated with the transformation from MDS to AML, and constructed a predictive model for risk of transformation/death of MDS patients.

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Source
http://dx.doi.org/10.1080/16078454.2024.2392469DOI Listing

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