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The Pathologist / Issues / 2025 / October / Cancers Clonal Complexityand Clues to Therapy Resistance / Notecards
Oncology Omics Bioinformatics Technology and innovation Research and Innovations

Cancer’s Clonal Complexity and Clues to Therapy Resistance

By decoding both genetic and transcriptional variation, GoT-Multi offers a fresh look at tumor evolution and resistance pathways

10/24/2025 News 2 min read
article Full Article Summary Notecard

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  1. GoT-Multi integrates genotyping and single-cell RNA sequencing.

  2. It enables analysis of fresh and FFPE tissue samples.

  3. The method was applied to chronic lymphocytic leukemia tumors.

  4. Distinct genetic subclones exhibited overlapping transcriptional profiles.

  5. The ensemble machine learning pipeline enhances mutation detection accuracy.

  6. Findings aid in understanding tumor heterogeneity and resistance.

  7. GoT-Multi may influence clinical diagnostics and molecular classification.

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