The Implementation of Mass Spectrometry-Based Proteomics Workflows in Clinical Routines of Acute Myeloid Leukemia: Applicability and Perspectives

Int J Mol Sci. 2020 Sep 17;21(18):6830. doi: 10.3390/ijms21186830.

Abstract

With the current reproducibility of proteome preparation workflows along with the speed and sensitivity of the mass spectrometers, the transition of the mass spectrometry (MS)-based proteomics technology from biomarker discovery to clinical implementation is under appraisal in the biomedicine community. Therefore, this technology might be implemented soon to detect well-known biomarkers in cancers and other diseases. Acute myeloid leukemia (AML) is an aggressive heterogeneous malignancy that requires intensive treatment to cure the patient. Leukemia relapse is still a major challenge even for patients who have favorable genetic abnormalities. MS-based proteomics could be of great help to both describe the proteome changes of individual patients and identify biomarkers that might encourage specific treatments or clinical strategies. Herein, we will review the advances and availability of the MS-based proteomics strategies that could already be used in clinical proteomics. However, the heterogeneity of complex diseases as AML requires consensus to recognize AML biomarkers and to establish MS-based workflows that allow their unbiased identification and quantification. Although our literature review appears promising towards the utilization of MS-based proteomics in clinical AML in a near future, major efforts are required to validate AML biomarkers and agree on clinically approved workflows.

Keywords: acute myeloid leukemia; bioinformatics pipeline; biomarker; clinical proteomics; diagnosis; laboratory robots; prognosis; treatment.

Publication types

  • Review

MeSH terms

  • Biomarkers, Tumor / analysis
  • Biomarkers, Tumor / genetics
  • Biomarkers, Tumor / metabolism
  • Computational Biology
  • Humans
  • Leukemia, Myeloid, Acute / diagnosis
  • Leukemia, Myeloid, Acute / genetics
  • Leukemia, Myeloid, Acute / metabolism*
  • Leukemia, Myeloid, Acute / therapy
  • Mass Spectrometry / methods*
  • Prognosis
  • Proteome / analysis*
  • Proteome / metabolism*
  • Proteomics / methods*
  • Robotics / instrumentation
  • Robotics / methods
  • Workflow

Substances

  • Biomarkers, Tumor
  • Proteome

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