Concordance analysis of DNA and RNA profiling: The MD Anderson IMPACT2 study in precision oncology

DNA profiling is an established method for cancer treatment selection, while RNA profiling remains investigational. We explored associations between DNA and RNA alterations and between the number of genes with altered expression and overall survival (OS) using patient data from IMPACT2 (NCT02152254), a randomized study evaluating molecular profiling for guiding cancer therapy across tumor types. Molecular profiling, including DNA next-generation sequencing, was performed on all 829 patients in the IMPACT2 study. RNA profiling was performed by Tempus for 253 of 829 patients. We evaluated the concordance between DNA and RNA profiling, analyzed OS in 217 treated patients with RNA profiling, and assessed PD-L1 status and number of genes with altered expression. Fifty patients exhibited 58 concordant events, i.e., genomic and expression alteration(s) in the same gene, including 38 copy number events, and 41 patients had statistically significant concordance. We identified 123 gene pairs with significant associations between genomic and expression alterations (p < 0.05), including TP53 alterations with VEGFA overexpression. The median OS for patients with 0-2, 3-5, and ≥6 genes with altered expression was 9.8, 11.9, and 6.7 months, respectively (p = 0.03). These results underscore RNA profiling's potential actionability, and altered expression in ≥6 genes was associated with shorter OS. Significant concordance of TP53 alterations with VEGFA overexpression may partially explain tumor response to bevacizumab in TP53-mutant patients.

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Publication Details

Journal
Signal Transduction and Targeted Therapy
Published
2026-02-24
DOI
https://doi.org/10.1038/s41392-026-02580-0
Primary Topic
Cancer Genomics and Diagnostics
Type
article
Field-Weighted Citation Impact
0.00

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article

Concordance analysis of DNA and RNA profiling: The MD Anderson IMPACT2 study in precision oncology

Mehmet A. Baysal, Jennifer Beck, Sarina A. Piha‐Paul, Siqing Fu et al.
Signal Transduction and Targeted Therapy
Cancer Genomics and Diagnostics
article

Concordance analysis of DNA and RNA profiling: The MD Anderson IMPACT2 study in precision oncology

Mehmet A. Baysal, Jennifer Beck, Sarina A. Piha‐Paul, Siqing Fu, Ecaterina Elena Dumbrava, Apostolia Maria Tsimberidou, Stephanie T. Schmidt, Funda Meric-Bernstam, Timothy A. Yap, Aung Naing, David S. Hong, Jordi Rodon Ahnert
article en

Abstract

DNA profiling is an established method for cancer treatment selection, while RNA profiling remains investigational. We explored associations between DNA and RNA alterations and between the number of genes with altered expression and overall survival (OS) using patient data from IMPACT2 (NCT02152254), a randomized study evaluating molecular profiling for guiding cancer therapy across tumor types. Molecular profiling, including DNA next-generation sequencing, was performed on all 829 patients in the IMPACT2 study. RNA profiling was performed by Tempus for 253 of 829 patients. We evaluated the concordance between DNA and RNA profiling, analyzed OS in 217 treated patients with RNA profiling, and assessed PD-L1 status and number of genes with altered expression. Fifty patients exhibited 58 concordant events, i.e., genomic and expression alteration(s) in the same gene, including 38 copy number events, and 41 patients had statistically significant concordance. We identified 123 gene pairs with significant associations between genomic and expression alterations (p < 0.05), including TP53 alterations with VEGFA overexpression. The median OS for patients with 0-2, 3-5, and ≥6 genes with altered expression was 9.8, 11.9, and 6.7 months, respectively (p = 0.03). These results underscore RNA profiling's potential actionability, and altered expression in ≥6 genes was associated with shorter OS. Significant concordance of TP53 alterations with VEGFA overexpression may partially explain tumor response to bevacizumab in TP53-mutant patients.

Signal Transduction and Targeted TherapyVol. 11(1)
The University of Texas MD Anderson Cancer Center (US)
National Institutes of Health, University of Texas MD Anderson Cancer Center, National Cancer Institute
Good health and well-being
Openalex Percentile: Top 44%
Cancer Genomics and Diagnostics
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