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Transcriptomic profiling in canine B-cell lymphoma supports a synergistic effect of BTK and PI3K inhibitors
Xenia Lainscsek1, Weibo Kong2, Barbara C Rütgen3
1Institute of Biomedical Informatics, Graz University of Technology, Graz, Austria.
Introduction:
B-cell receptor (BCR) signaling has revealed itself as a critical pathway in the pathogenesis of B-cell lymphoma. Within this pathway, the inhibition of Bruton's tyrosine kinase (BTK) or Phosphoinositide 3-kinases (PI3Ks) alone presents encouraging efficacy in the treatment of certain both canine and human hematological malignancies.
Methods:
Here we characterized the effects of the BTK inhibitor Ibrutinib and the PI3K inhibitor AS-605240 as single and combined agents in the canine pre-clinical diffuse large B cell lymphoma (DLBCL) model CLBL-1 by assaying cell proliferation and metabolic activity, and performing RNA-seq to measure gene expression changes.
Results:
We found 2,336 differentially expressed genes (DEGs) across all treatment types and time points relative to the control. The largest number of DEGs were induced by the combination of Ibrutinib and AS-605240. These genes were involved in adaptive immune response, leukotriene D4 metabolic and terms related to regulation of GTP and GTPase mediated signal transduction. Weighted gene co-expression network analysis (WGCNA) detected nine gene modules, five of which were associated with treatment response. Eighteen-percent of genes within these modules were also differentially expressed. Notably, we observed one module that was exclusively associated with the combined treatment whose gene members were related to cellular metabolism, homeostasis signaling, and protein synthesis and regulation.
Conclusion:
Narrowing in on highly connected genes of modules associated with treatment response with large fold changes across treatments which play roles in the main targeted pathways identified PAG1, PRKAR2A, ACACA, FOS, and PRKCA as potential primary candidates of the synergistic treatment effect.
Insights
Combining Bruton's tyrosine kinase (BTK) and Phosphoinositide 3-kinases (PI3K) inhibitors showed synergistic effects in a canine lymphoma model. Gene expression analysis revealed key pathways and potential targets, including PAG1 and PRKAR2A, for enhanced treatment efficacy.
Area of Science:
- Oncology
- Molecular Biology
- Pharmacology
Background:
- B-cell receptor (BCR) signaling is crucial in B-cell lymphoma pathogenesis.
- Inhibiting Bruton's tyrosine kinase (BTK) or Phosphoinositide 3-kinases (PI3K) shows efficacy in hematological malignancies.
Purpose of the Study:
- To characterize the effects of BTK inhibitor Ibrutinib and PI3K inhibitor AS-605240 in a canine diffuse large B cell lymphoma (DLBCL) model.
- To assess single and combined agent efficacy on cell proliferation, metabolic activity, and gene expression.
Main Methods:
- Utilized the canine DLBCL cell line CLBL-1.
- Assayed cell proliferation and metabolic activity.
- Performed RNA-sequencing (RNA-seq) for gene expression analysis and Weighted Gene Co-expression Network Analysis (WGCNA).
Main Results:
- Identified 2,336 differentially expressed genes (DEGs) across treatments.
- The combination therapy induced the most DEGs, impacting adaptive immune response and GTPase signaling.
- WGCNA revealed five treatment-responsive gene modules, with one exclusively linked to combination therapy, involving metabolism and protein regulation.
Conclusions:
- The combination of Ibrutinib and AS-605240 demonstrated a synergistic effect in the canine DLBCL model.
- Identified PAG1, PRKAR2A, ACACA, FOS, and PRKCA as potential key mediators of this synergistic effect.
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