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Cancer-Type Specific Prognostic Impact of Concurrent TP53 and KRAS Alterations: A Multi-Cohort Genomic Analysis
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Abstract
Background
The tumor suppressor gene
TP53
and the oncogene
KRAS
are among the most frequently altered core drivers in human malignancies. Although they cooperatively regulate critical biological processes, the prognostic impact of their co-alterations remains poorly defined and exhibits striking inconsistency across different cancer types.
Methods
We comprehensively analyzed genomic and clinical data from multi-cancer cohorts sourced from the cBioPortal database and The Cancer Genome Atlas (TCGA). Genetic alterations, including sequence variations and copy number alterations (CNAs), were classified for
TP53
and
KRAS
. Patients were stratified into four subgroups based on individual or combined alteration status. Survival analyses were performed using Kaplan-Meier methods. Integrated multi-omics analyses were conducted to assess the relationship between genetic alterations and mRNA/protein expression, and to characterize co-occurring genetic events and their prognostic implications.
Results
Patients harboring concurrent
TP53
and
KRAS
alterations exhibited significantly shorter overall survival in pancreatic cancer, colorectal cancer, and ampullary carcinoma, but surprisingly demonstrated the longest survival in gastric cancer. Distinct
KRAS
mutation subtype distributions were observed across cancer types: G12D/G12V predominated in pancreatic and colorectal cancers, G12C in non-small cell lung cancer, and G13D in gastric cancer, with copy number alterations representing a substantial proportion of
KRAS
alterations in gastric and lung cancers. Multi-omics analysis revealed a lack of concordance between genetic alterations and mRNA/protein expression, indicating that mutation status alone does not reliably reflect downstream molecular changes. Concurrent genetic events displayed striking cancer-type specificity:
CDKN2A
alterations frequently co-occurred with
TP53
/
KRAS
double alterations in pancreatic cancer and were associated with worse prognosis, whereas
APC
mutations co-occurred in colorectal cancer and correlated with improved survival. Integrated analysis further demonstrated that
KRAS
altered
/
TP53
altered
patients were highly enriched in pancreatic, colorectal, and lung cancers, each exhibiting unique background genomic landscapes.
Conclusions
The prognostic significance of
TP53
and
KRAS
alterations is profoundly cancer-type specific, driven by differences in mutation subtype distribution, copy number alteration patterns, co-occurring genetic events, and the discordance between genotype and functional expression. These findings challenge the simplistic view of dual-gene alterations as universal markers of poor prognosis and underscore the necessity of incorporating cancer-specific molecular contexts into prognostic models and precision oncology strategies.
Title: Cancer-Type Specific Prognostic Impact of Concurrent TP53 and KRAS Alterations: A Multi-Cohort Genomic Analysis
Description:
Abstract
Background
The tumor suppressor gene
TP53
and the oncogene
KRAS
are among the most frequently altered core drivers in human malignancies.
Although they cooperatively regulate critical biological processes, the prognostic impact of their co-alterations remains poorly defined and exhibits striking inconsistency across different cancer types.
Methods
We comprehensively analyzed genomic and clinical data from multi-cancer cohorts sourced from the cBioPortal database and The Cancer Genome Atlas (TCGA).
Genetic alterations, including sequence variations and copy number alterations (CNAs), were classified for
TP53
and
KRAS
.
Patients were stratified into four subgroups based on individual or combined alteration status.
Survival analyses were performed using Kaplan-Meier methods.
Integrated multi-omics analyses were conducted to assess the relationship between genetic alterations and mRNA/protein expression, and to characterize co-occurring genetic events and their prognostic implications.
Results
Patients harboring concurrent
TP53
and
KRAS
alterations exhibited significantly shorter overall survival in pancreatic cancer, colorectal cancer, and ampullary carcinoma, but surprisingly demonstrated the longest survival in gastric cancer.
Distinct
KRAS
mutation subtype distributions were observed across cancer types: G12D/G12V predominated in pancreatic and colorectal cancers, G12C in non-small cell lung cancer, and G13D in gastric cancer, with copy number alterations representing a substantial proportion of
KRAS
alterations in gastric and lung cancers.
Multi-omics analysis revealed a lack of concordance between genetic alterations and mRNA/protein expression, indicating that mutation status alone does not reliably reflect downstream molecular changes.
Concurrent genetic events displayed striking cancer-type specificity:
CDKN2A
alterations frequently co-occurred with
TP53
/
KRAS
double alterations in pancreatic cancer and were associated with worse prognosis, whereas
APC
mutations co-occurred in colorectal cancer and correlated with improved survival.
Integrated analysis further demonstrated that
KRAS
altered
/
TP53
altered
patients were highly enriched in pancreatic, colorectal, and lung cancers, each exhibiting unique background genomic landscapes.
Conclusions
The prognostic significance of
TP53
and
KRAS
alterations is profoundly cancer-type specific, driven by differences in mutation subtype distribution, copy number alteration patterns, co-occurring genetic events, and the discordance between genotype and functional expression.
These findings challenge the simplistic view of dual-gene alterations as universal markers of poor prognosis and underscore the necessity of incorporating cancer-specific molecular contexts into prognostic models and precision oncology strategies.
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