Proteomic Characterization of Acute Myeloid Leukemia for Precision Medicine

Mol Cell Proteomics. 2023 Apr;22(4):100517. doi: 10.1016/j.mcpro.2023.100517. Epub 2023 Feb 18.

Abstract

Acute myeloid leukemia (AML) is a highly heterogeneous cancer of the hematopoietic system with no cure for most patients. In addition to chemotherapy, treatment options for AML include recently approved therapies that target proteins with roles in AML pathobiology, such as FLT3, BLC2, and IDH1/2. However, due to disease complexity, these therapies produce very diverse responses, and survival rates are still low. Thus, despite considerable advances, there remains a need for therapies that target different aspects of leukemic biology and for associated biomarkers that define patient populations likely to respond to each available therapy. To meet this need, drugs that target different AML vulnerabilities are currently in advanced stages of clinical development. Here, we review proteomics and phosphoproteomics studies that aimed to provide insights into AML biology and clinical disease heterogeneity not attainable with genomic approaches. To place the discussion in context, we first provide an overview of genetic and clinical aspects of the disease, followed by a summary of proteins targeted by compounds that have been approved or are under clinical trials for AML treatment and, if available, the biomarkers that predict responses. We then discuss proteomics and phosphoproteomics studies that provided insights into AML pathogenesis, from which potential biomarkers and drug targets were identified, and studies that aimed to rationalize the use of synergistic drug combinations. When considered as a whole, the evidence summarized here suggests that proteomics and phosphoproteomics approaches can play a crucial role in the development and implementation of precision medicine for AML patients.

Keywords: BLC-2 inhibitors; Cancer; artificial inteligence; cell signaling; epigenetic inhibitors; immunotherapy; kinase inhibitors; leukemia; machine learning; mass spectrometry; personalized medicine; therapeutics.

Publication types

  • Review
  • Research Support, Non-U.S. Gov't

MeSH terms

  • Antineoplastic Combined Chemotherapy Protocols / therapeutic use
  • Humans
  • Leukemia, Myeloid, Acute* / genetics
  • Molecular Targeted Therapy
  • Precision Medicine*
  • Proteomics