TY - JOUR
T1 - DEAPR
T2 - Differential Expression and Pathway Ranking Tool Demonstrates NRASG12V and NRASG12D Mutations Have Differing Effects in THP-1 Cells
AU - Rathe, Sue
AU - White, Jeremy P.
AU - Sachs, Zohar
AU - Largaespada, David A.
N1 - Publisher Copyright:
© 2025 by the authors.
PY - 2025/2
Y1 - 2025/2
N2 - Background/Objectives: NRAS mutations are found in approximately 10% of patients with acute myeloid leukemia (AML), with nearly half of those occurring at codon 12, but little is known about how differing G12 mutants affect cancer cell activity. Methods: A novel bioinformatic technique, differential expression and pathway ranking (DEAPR), was used to identify the most prominent changes in terms of both individual genes and associated pathways when comparing AML THP-1 cells containing an NRASG12D mutation with B11 cells, which are THP-1-derived cells with the NRASG12D allele removed and a dox-inducible NRASG12V allele introduced. Results: In total, 1456 differentially expressed (DE) protein-coding genes were uniquely associated to the NRASG12D mutation, while 585 DE protein-coding genes were specific to the NRASG12V mutation. The innate immune system pathway was prominent in both mutant-specific lists, even though the genes involved were not in both lists. Furthermore, the two calprotectin genes (S100A8 and S100A9), also associated with innate immunity, were upregulated in the NRASG12D mutant and downregulated in the NRASG12V mutant. Conclusions: This study, using the DEAPR strategy, clearly demonstrates the dramatic changes associated with two seemingly similar NRAS mutations, suggesting the deployment of different treatment strategies based on the type of NRAS mutation present.
AB - Background/Objectives: NRAS mutations are found in approximately 10% of patients with acute myeloid leukemia (AML), with nearly half of those occurring at codon 12, but little is known about how differing G12 mutants affect cancer cell activity. Methods: A novel bioinformatic technique, differential expression and pathway ranking (DEAPR), was used to identify the most prominent changes in terms of both individual genes and associated pathways when comparing AML THP-1 cells containing an NRASG12D mutation with B11 cells, which are THP-1-derived cells with the NRASG12D allele removed and a dox-inducible NRASG12V allele introduced. Results: In total, 1456 differentially expressed (DE) protein-coding genes were uniquely associated to the NRASG12D mutation, while 585 DE protein-coding genes were specific to the NRASG12V mutation. The innate immune system pathway was prominent in both mutant-specific lists, even though the genes involved were not in both lists. Furthermore, the two calprotectin genes (S100A8 and S100A9), also associated with innate immunity, were upregulated in the NRASG12D mutant and downregulated in the NRASG12V mutant. Conclusions: This study, using the DEAPR strategy, clearly demonstrates the dramatic changes associated with two seemingly similar NRAS mutations, suggesting the deployment of different treatment strategies based on the type of NRAS mutation present.
KW - calprotectin
KW - differential expression
KW - leukemia
KW - NRAS mutations
KW - pathway analysis
KW - RNA sequencing
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U2 - 10.3390/cancers17030467
DO - 10.3390/cancers17030467
M3 - Article
C2 - 39941834
AN - SCOPUS:85217740056
SN - 2072-6694
VL - 17
JO - Cancers
JF - Cancers
IS - 3
M1 - 467
ER -