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Comparison of Fully Automated and Semiautomated Systems for Protein Immunofixation Electrophoresis.

Cecilia NapodanoKrizia PocinoFrancesca GulliLuigi ColaciccoStefano Angelo SantiniCecilia ZuppiUmberto Basile
Published in: Journal of clinical laboratory analysis (2016)
Comparison study showed a difference in the identification of small monoclonal components and hypogammaglobulinemia, in serum and urine, between the two analyzers. We also observed a difference in the length of the electrophoretic pattern that is of considerable importance as it leads to a better resolution of the gamma region, allowing to identify even the smallest monoclonal component that can be easily hide in an oligoclonal pattern. For this reason, there is need to ameliorate commercial immunofixation assays. It is essential to improve data harmonization and standardize measurement procedures in order to guarantee a correct diagnosis for the right patient care.
Keyphrases
  • high throughput
  • multiple myeloma
  • machine learning
  • deep learning
  • big data
  • single molecule
  • protein protein
  • amino acid
  • small molecule