Back

Baseline cellular state dictates the molecular impact of KRAS mutant variants in pancreatic cancer cells

Quinones-Aviles, Y.; Salovska, B.; Markham, C. S.; Di, Y.; Turk, B. E.; Liu, Y.; Muzumdar, M. D.

2026-03-12 cancer biology
10.64898/2026.03.10.710185 bioRxiv
Show abstract

KRAS is mutated in over 90% of pancreatic ductal adenocarcinomas (PDAC), where hotspot alterations in codons 12, 13, and 61 drive tumor initiation and progression. Although distinct biochemical properties have been described for individual KRAS mutants, whether they generate unique allele-specific signaling programs in PDAC cells remains unresolved. Here, we systematically interrogated the molecular consequences of seven common KRAS mutant variants in reconstituted isogenic, KRAS-deficient PDAC cell lines by integrated transcriptomic, proteomic, and phosphoproteomic profiling. We found that baseline cellular state, rather than allele identity, was the predominant driver of molecular variation. Comparisons with established KRAS reference signatures revealed significant but moderate overlap at the mRNA level and less so at the proteome level. Pathway analyses highlighted interferon response and mitochondrial translation as recurrently altered across alleles, while phosphoproteomic data confirmed robust ERK1/2 activity and suppression of DYRK kinase substrates by mutant KRAS expression. Importantly, no robust allele-specific molecular programs were identified. Together, our study establishes a comprehensive multi-omics resource for KRAS signaling in PDAC and demonstrates that cellular context exerts a stronger influence than allele identity in shaping molecular profiles, with implications for interpreting putative allele-specific signaling dependencies and therapeutic vulnerabilities.

Matching journals

The top 9 journals account for 50% of the predicted probability mass.

1
Cancer Discovery
61 papers in training set
Top 0.1%
10.5%
2
Gastroenterology
40 papers in training set
Top 0.2%
10.1%
3
Cancer Research
116 papers in training set
Top 0.1%
8.2%
4
Nature Communications
4913 papers in training set
Top 32%
4.9%
5
Cell Reports
1338 papers in training set
Top 11%
4.3%
6
Gut
36 papers in training set
Top 0.2%
4.2%
7
Oncogene
76 papers in training set
Top 0.5%
3.6%
8
JCI Insight
241 papers in training set
Top 2%
3.3%
9
eLife
5422 papers in training set
Top 30%
2.9%
50% of probability mass above
10
Genome Medicine
154 papers in training set
Top 3%
2.4%
11
Cancer Cell
38 papers in training set
Top 0.7%
2.1%
12
Cellular and Molecular Gastroenterology and Hepatology
41 papers in training set
Top 0.4%
1.7%
13
Science Signaling
55 papers in training set
Top 0.1%
1.7%
14
Cell Systems
167 papers in training set
Top 7%
1.7%
15
Cell Genomics
162 papers in training set
Top 3%
1.7%
16
Proceedings of the National Academy of Sciences
2130 papers in training set
Top 32%
1.7%
17
Cell Death & Disease
126 papers in training set
Top 1%
1.7%
18
Scientific Reports
3102 papers in training set
Top 62%
1.5%
19
Cancer Research Communications
46 papers in training set
Top 0.6%
1.3%
20
The Journal of Pathology
22 papers in training set
Top 0.3%
1.1%
21
Cell Metabolism
49 papers in training set
Top 2%
1.1%
22
Cell Reports Medicine
140 papers in training set
Top 6%
1.0%
23
Journal of Experimental Medicine
106 papers in training set
Top 3%
1.0%
24
Nature Genetics
240 papers in training set
Top 6%
0.9%
25
BMC Cancer
52 papers in training set
Top 2%
0.9%
26
Clinical Cancer Research
58 papers in training set
Top 1%
0.9%
27
Molecular & Cellular Proteomics
158 papers in training set
Top 2%
0.8%
28
EBioMedicine
39 papers in training set
Top 0.9%
0.8%
29
Developmental Cell
168 papers in training set
Top 11%
0.8%
30
Brain
154 papers in training set
Top 4%
0.8%