Identification of Protein Biomarker Signatures for Acute Myeloid Leukemia (AML) Using Both Nontargeted and Targeted Approaches.
Paul DowlingCiara TierneyKatie DunphyJuho J MiettinenCaroline A HeckmanDespina BazouPeter O'GormanPublished in: Proteomes (2021)
Acute myeloid leukemia (AML) is characterized by an increasing number of clonal myeloid blast cells which are incapable of differentiating into mature leukocytes. AML risk stratification is based on genetic background, which also serves as a means to identify the optimal treatment of individual patients. However, constant refinements are needed, and the inclusion of significant measurements, based on the various omics approaches that are currently available to researchers/clinicians, have the potential to increase overall accuracy with respect to patient management. Using both nontargeted (label-free mass spectrometry) and targeted (multiplex immunoassays) proteomics, a range of proteins were found to be significantly changed in AML patients with different genetic backgrounds. The inclusion of validated proteomic biomarker panels could be an important factor in the prognostic classification of AML patients. The ability to measure both cellular and secreted analytes, at diagnosis and during the course of treatment, has advantages in identifying transforming biological mechanisms in patients, assisting important clinical management decisions.
Keyphrases
- acute myeloid leukemia
- end stage renal disease
- mass spectrometry
- allogeneic hematopoietic stem cell transplantation
- chronic kidney disease
- ejection fraction
- label free
- peritoneal dialysis
- magnetic resonance imaging
- machine learning
- high throughput
- signaling pathway
- dendritic cells
- palliative care
- patient reported outcomes
- induced apoptosis
- gene expression
- climate change
- ms ms
- computed tomography
- small molecule
- peripheral blood
- liquid chromatography
- high performance liquid chromatography
- protein protein