Metabolomic Insights into the Pathogenesis and Prognostic Potential of Adult Acute Lymphoblastic Leukemia

Acute lymphoblastic leukemia (ALL) comprises hematological malignancies affecting B or T cell precursors (BCP-ALL or T-ALL). Despite considerable progress made over the past three decades in the treatment of childhood ALL [5-year disease survival rate (5-y DFS): 90%], the prognosis of adult ALL remains relatively poor (5-y DFS: 50-70%). Hence, gaining a deeper understanding of the pathogenic factors is of timely importance. Recent advancements in next-generation genome sequencing technologies have facilitated the refinement of disease diagnosis and prognosis. However, due to the inherent genetic diversity among patients, additional tools are needed to unravel the complex etiological basis and improve risk stratification for personalized therapeutic interventions, particularly in adult ALL. Metabolomics offers a powerful approach that enables the comprehensive exploration of cellular states by analyzing metabolites quantitatively and qualitatively, which reflects altered enzyme kinetic activities and changes in metabolic reactions. It was previously reported that most bone marrow metabolites could be detected in plasma in BCP-ALL (81%). In this study, we reported an integrated analysis of serum metabolites using liquid chromatography/mass spectrometry as well as the metabolic gene expression profiles from RNA-sequencing data of bone marrow blasts, generating a comprehensive metabolic information dataset (CMID) in 211 adult ALL patients (BCP-ALL: n=160; T-ALL: n=51) who participated in our recent clinical trial (ChiCTR-ONRC-14004968).