Back

Multi-omic and functional screening reveal targetable vulnerabilities in TP53 mutated multiple myeloma

Tsallos, D.; Ikonen, N. K.; Miettinen, J.; Majumder, M. M.; Eldfors, S.; Vastrik, I.; Parsons, A.; Suvela, M.; Dunphy, K.; Dowling, P.; Bazou, D.; O'Gorman, P.; Lievonen, J.; Silvennoinen, R.; Anttila, P.; Heckman, C. A.

2024-08-23 hematology
10.1101/2024.08.23.24312359 medRxiv
Show abstract

Despite development of several effective therapies for multiple myeloma (MM), the prognosis of patients with partial deletion of chromosome 17 (del(17p)) and TP53 aberrations remains poor. By applying comprehensive multi-omics profiling analyses (whole exome and transcriptome sequencing plus proteomics) and functional ex vivo drug screening to samples from 167 patients with MM, we uncovered novel therapeutic vulnerabilities specific to TP53 mutated MM. Our findings revealed a distinct sensitivity profile to a range of inhibitors (mitotic, topoisomerase, HDAC, HSP90, IGF1R and PI3K/AKT/mTOR inhibitors) irrespective of 17p deletion status. Conversely, no increase in sensitivity was observed for monoallelic TP53 (del(17p) with WT TP53) when compared to WT TP53 samples, highlighting the remaining unmet clinical need. Notably, plicamycin, an RNA synthesis inhibitor linked to modulation of chromatin structure and increased transcription, emerged as particularly efficacious for TP53 mutated MM. The increased sensitivity correlated with higher protein expression of the drug targets: HDAC2, HSP90AA1 and multiple ribosomal subunits. Additionally, we observed increased RNA expression of G2M checkpoint, E2F targets and mTORC1 signaling in our cohort and the MMRF-CoMMpass (NCT01454297) study in TP53 mutated MM. Harmonization of multi-omics data with ex vivo drug screening results revealed that TP53 mutated MM is functionally distinct from MM with monoallelic TP53, and demonstrates that MM with mutated TP53, with and without del(17p), may be targetable by approved drugs. These results further indicate the need for regular monitoring by sequencing to identify these patients. KEY POINTSTP53 mutation in myeloma confers sensitivity to multiple compounds, including approved drugs, irrespective of del(17p) status. TP53 mutated myeloma links to higher expression of drug targets involved in cell proliferation, mRNA processing, and chromatin modulation.

Matching journals

The top 4 journals account for 50% of the predicted probability mass.

1
npj Precision Oncology
53 papers in training set
Top 0.1%
23.2%
2
Blood Cancer Journal
14 papers in training set
Top 0.1%
19.2%
3
Nature Communications
5641 papers in training set
Top 25%
6.5%
4
Molecular Oncology
55 papers in training set
Top 0.1%
6.5%
50% of probability mass above
5
British Journal of Haematology
15 papers in training set
Top 0.1%
6.5%
6
Blood Advances
62 papers in training set
Top 0.3%
5.7%
7
OncoImmunology
24 papers in training set
Top 0.2%
4.2%
8
Leukemia
42 papers in training set
Top 0.4%
2.9%
9
Haematologica
25 papers in training set
Top 0.3%
2.5%
10
Nature Cancer
39 papers in training set
Top 0.6%
2.5%
11
Scientific Reports
3612 papers in training set
Top 50%
2.0%
12
JCI Insight
277 papers in training set
Top 5%
1.6%
13
eLife
5828 papers in training set
Top 55%
1.2%
14
Blood
74 papers in training set
Top 0.9%
1.2%
15
Frontiers in Immunology
638 papers in training set
Top 8%
1.1%
16
Journal of Clinical Investigation
179 papers in training set
Top 4%
1.1%
17
Journal for ImmunoTherapy of Cancer
75 papers in training set
Top 2%
0.6%
18
Clinical Cancer Research
64 papers in training set
Top 2%
0.6%
19
EMBO Molecular Medicine
95 papers in training set
Top 3%
0.6%
20
Cancer Research Communications
51 papers in training set
Top 2%
0.6%
21
JCO Precision Oncology
14 papers in training set
Top 0.4%
0.6%
22
Cancers
213 papers in training set
Top 6%
0.5%
23
Journal of Hematology & Oncology
10 papers in training set
Top 0.5%
0.5%
24
Heliyon
152 papers in training set
Top 10%
0.5%