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Selecting Multiple Biomarker Subsets with Similarly Effective Binary Classification Performances
Published on: October 11, 2018
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Biomarker-driven management strategies for peripheral T cell lymphoma
1Meyer Cancer Center, Weill Cornell Medicine, 1305 York Avenue, 7th Floor, New York, NY, 10021, USA.
Journal of Hematology & Oncology
|May 26, 2020
Summary
Peripheral T cell lymphomas (PTCL) are complex cancers. Biomarkers are revolutionizing PTCL diagnosis, prognosis, and treatment, enabling personalized medicine approaches for better patient outcomes.
Area of Science:
- Oncology
- Hematology
- Molecular Biology
Background:
- Peripheral T cell lymphomas (PTCL) represent a group of aggressive hematologic malignancies with significant treatment challenges.
- Recent molecular and genomic profiling advances are elucidating PTCL pathogenesis, identifying distinct cell origins and molecular drivers.
- The heterogeneity of PTCL necessitates personalized approaches for effective management.
Purpose of the Study:
- To review the role of molecular biomarkers in advancing the diagnosis, prognosis, and personalized therapy of PTCL subtypes.
- To highlight current and emerging therapeutic strategies targeting specific molecular pathways and the tumor microenvironment in PTCL.
Main Methods:
- Literature review of recent advances in PTCL molecular profiling and clinical trial data.
- Analysis of the impact of molecular biomarkers on diagnostic and therapeutic strategies.
- Examination of novel therapeutic agents and combination strategies in clinical development.
Main Results:
- CD30-targeted therapy (brentuximab vedotin) has improved survival in relapsed and frontline PTCL settings.
- Epigenetic modifying agents (HDAC inhibitors, hypomethylating agents) show clinical efficacy and durability.
- Novel agents targeting intracellular pathways and the tumor microenvironment are under active investigation.
Conclusions:
- Molecular biomarkers are crucial for precision diagnosis and personalized treatment of PTCL.
- Targeted therapies and epigenetic agents represent significant progress in PTCL management.
- Continued research into novel agents and combination strategies holds promise for further improving PTCL patient outcomes.

