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Updated: Oct 11, 2025

Predictive Immune Modeling of Solid Tumors
Published on: February 25, 2020
Towards precision medicine in lymphoid malignancies.
Marco M Bühler1,2,3, José I Martin-Subero2,3,4,5, Qiang Pan-Hammarström6
1Department of Pathology and Molecular Pathology, University Hospital of Zurich, Zurich, Switzerland.
Genomic and epigenomic profiling enhances the diagnosis of lymphoid malignancies. These molecular markers aid in precise diagnosis, prognosis, and treatment selection for B-cell cancers.
Area of Science:
- Hematology
- Oncology
- Genomics
Background:
- Histopathology is crucial for diagnosing lymphoid malignancies, a diverse group of cancers.
- Genomic and epigenomic research has advanced the understanding of these tumors.
- While not entirely specific, certain genetic alterations are common in specific lymphoma types.
Purpose of the Study:
- To review clinically relevant diagnostic, prognostic, and predictive biomarkers in common B-cell malignancies.
- To explore how molecular profiling assays can enable precision diagnostics and medicine.
- To discuss future directions, including single-cell sequencing and omics technologies.
Main Methods:
- Review of current literature on genomic and epigenomic characterization of B-cell malignancies.
- Analysis of diagnostic, prognostic, and predictive biomarkers.
- Discussion of emerging technologies like single-cell sequencing.
Main Results:
- Recurrent genomic alterations provide complementary diagnostic information.
- Specific alterations serve as prognostic and predictive markers, guiding treatment decisions.
- Comprehensive molecular profiling supports precision diagnostics in B-cell malignancies.
Conclusions:
- Integrating molecular data with histopathology improves lymphoma diagnosis and management.
- Precision medicine approaches, guided by genetic biomarkers, are becoming integral to treating B-cell malignancies.
- Future research using advanced omics technologies will further elucidate clonal dynamics and evolution.
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