Cross-sectional network analysis of plasma proteins/metabolites correlated with pathogenesis and therapeutic response in acute promyelocytic leukemia

Front Med. 2024 Apr;18(2):327-343. doi: 10.1007/s11684-023-1022-x. Epub 2023 Dec 27.

Abstract

The treatment of PML/RARA+ acute promyelocytic leukemia (APL) with all-trans-retinoic acid and arsenic trioxide (ATRA/ATO) has been recognized as a model for translational medicine research. Though an altered microenvironment is a general cancer hallmark, how APL blasts shape their plasma composition is poorly understood. Here, we reported a cross-sectional correlation network to interpret multilayered datasets on clinical parameters, proteomes, and metabolomes of paired plasma samples from patients with APL before or after ATRA/ATO induction therapy. Our study revealed the two prominent features of the APL plasma, suggesting a possible involvement of APL blasts in modulating plasma composition. One was characterized by altered secretory protein and metabolite profiles correlating with heightened proliferation and energy consumption in APL blasts, and the other featured APL plasma-enriched proteins or enzymes catalyzing plasma-altered metabolites that were potential trans-regulatory targets of PML/RARA. Furthermore, results indicated heightened interferon-gamma signaling characterizing a tumor-suppressing function of the immune system at the first hematological complete remission stage, which likely resulted from therapy-induced cell death or senescence and ensuing supraphysiological levels of intracellular proteins. Overall, our work sheds new light on the pathophysiology and treatment of APL and provides an information-rich reference data cohort for the exploratory and translational study of leukemia microenvironment.

Keywords: acute promyelocytic leukemia; cross-sectional correlation network; pathogenesis; plasma metabolomics; plasma proteomics; treatment.

MeSH terms

  • Adult
  • Antineoplastic Agents / therapeutic use
  • Arsenic Trioxide* / therapeutic use
  • Blood Proteins* / metabolism
  • Cross-Sectional Studies
  • Female
  • Humans
  • Leukemia, Promyelocytic, Acute* / blood
  • Leukemia, Promyelocytic, Acute* / drug therapy
  • Male
  • Metabolome
  • Middle Aged
  • Tretinoin* / therapeutic use

Substances

  • Tretinoin
  • Arsenic Trioxide
  • Blood Proteins
  • Antineoplastic Agents