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Published on: June 14, 2024
A DNA repair pathway score predicts survival in human multiple myeloma: the potential for therapeutic strategy
Alboukadel Kassambara1, Claire Gourzones-Dmitriev, Surinder Sahota
1CHU Montpellier, Institute of Research in Biotherapy, Montpellier, F-34295 FRANCE.
Abstract:
DNA repair is critical to resolve extrinsic or intrinsic DNA damage to ensure regulated gene transcription and DNA replication. These pathways control repair of double strand breaks, interstrand crosslinks, and nucleotide lesions occurring on single strands. Distinct DNA repair pathways are highly inter-linked for the fast and optimal DNA repair. A deregulation of DNA repair pathways may maintain and promote genetic instability and drug resistance to genotoxic agents in tumor cells by specific mechanisms that tolerate or rapidly bypass lesions to drive proliferation and abrogate cell death. Multiple Myeloma (MM) is a plasma cell disorder characterized by genetic instability and poor outcome for some patients, in which the compendium of DNA repair pathways has as yet not been assessed for a disease-specific prognostic relevance. We design a DNA repair risk score based on the expression of genes coding for proteins involved in DNA repair in MM cells. From a consensus list of 84 DNA repair genes, 17 had a bad prognostic value and 5 a good prognostic value for both event-free and overall survival of previously-untreated MM patients. The prognostic information provided by these 22 prognostic genes was summed within a global DNA repair score (DRScore) to take into account the tight linkage of repair pathways. DRscore was strongly predictive for both patients' event free and overall survivals. Also, DRscore has the potential to identify MM patients whose tumor cells are dependent on specific DNA repair pathways to design treatments that induce synthetic lethality by exploiting addiction to deregulated DNA repair pathways.
Insights
DNA repair pathways are crucial for cell survival and can predict outcomes in Multiple Myeloma (MM). A new DNA repair risk score (DRScore) shows prognostic relevance and can guide targeted therapies for MM patients.
Area of Science:
- Molecular Biology
- Genetics
- Oncology
Background:
- DNA repair mechanisms are essential for maintaining genomic stability and preventing disease.
- Dysregulation of DNA repair pathways contributes to cancer development, drug resistance, and poor prognosis.
- The prognostic significance of DNA repair pathways in Multiple Myeloma (MM) remains largely unassessed.
Purpose of the Study:
- To investigate the prognostic relevance of DNA repair pathways in previously untreated MM patients.
- To develop a DNA repair risk score (DRScore) based on gene expression for MM.
- To explore the potential of DRScore in guiding synthetic lethality-based treatment strategies.
Main Methods:
- Analysis of gene expression data from 84 DNA repair genes in MM cells.
- Identification of genes with prognostic value for event-free and overall survival.
- Development and validation of a composite DNA repair risk score (DRScore).
Main Results:
- A consensus list of 84 DNA repair genes was established.
- 17 genes indicated poor prognosis and 5 genes indicated good prognosis for MM patient survival.
- The developed DRScore was strongly predictive of event-free and overall survival in MM patients.
Conclusions:
- The DRScore effectively predicts survival outcomes in previously untreated MM patients.
- DRScore can identify MM patients dependent on specific DNA repair pathways.
- This score holds potential for designing targeted therapies exploiting synthetic lethality in MM.
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