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DEAPR: Differential Expression and Pathway Ranking Tool Demonstrates NRAS and NRAS Mutations Have Differing Effects
Susan K Rathe1, Jeremy P White1, Zohar Sachs1,2
1Masonic Cancer Center, University of Minnesota, Minneapolis, MN 55455, USA.
Different NRAS G12 mutations in acute myeloid leukemia (AML) significantly alter gene expression and innate immunity pathways. Understanding these specific NRAS mutations may guide tailored AML treatment strategies.
Area of Science:
- Oncology
- Genetics
- Bioinformatics
Background:
- NRAS mutations occur in 10% of acute myeloid leukemia (AML) patients, often at codon 12.
- Little is known about how specific NRAS G12 mutations impact cancer cell activity.
Purpose of the Study:
- To investigate the distinct effects of NRAS mutations on gene expression and cellular pathways in AML.
- To compare gene expression profiles between AML THP-1 cells with NRAS mutations and modified THP-1 cells.
Main Methods:
- Utilized a novel bioinformatic technique, differential expression and pathway ranking (DEAPR).
- Compared gene expression in AML THP-1 cells with NRAS mutations against B11 cells (NRAS-null THP-1 derived with inducible NRAS).
Main Results:
- Identified 1456 differentially expressed (DE) genes unique to the NRAS mutation and 585 DE genes specific to the NRAS mutation.
- The innate immune system pathway was prominent in both mutant-specific gene lists.
- Calprotectin genes (S100A8, S100A9) showed differential regulation related to NRAS mutation status.
Conclusions:
- The DEAPR strategy revealed significant differences between NRAS mutations.
- Findings suggest that distinct NRAS mutations may necessitate different therapeutic approaches in AML.
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