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The identification and characterization of a STAT5 gene signature in hematologic malignancies
Dmitriy Sonkin1, Michael Palmer2, Xianhui Rong2
1Novartis Institutes for Biomedical Research, Cambridge, MA, USA.
Background:
The JAK-STAT pathway is an important signaling pathway downstream of multiple cytokine and growth factor receptors. Dysregulated JAK-STAT signaling has been implicated in the pathogenesis of multiple human malignancies.
Objective:
Given this pivotal role of JAK-STAT dysregulation, it is important to identify patients with an overactive JAK-STAT pathway for possible treatment with JAK inhibitors.
Methods:
We developed a gene signature assay to detect overactive JAK-STAT signaling. The cancer cell line encyclopedia and associated gene-expression data were used to correlate the activation status of STAT5 with the induction of a set of STAT5 target genes.
Results:
Four target genes were identified (PIM1, CISH, SOCS2, and ID1), the expression of which correlated significantly with pSTAT5 status in 40 hematologic tumor cell lines. In pSTAT5-positive models, the expression of the gene signature genes decreased following ruxolitinib treatment, which corresponded to pSTAT5 downmodulation. In pSTAT5-negative cell lines, neither pSTAT5 modulation nor a change in signature gene expression was observed following ruxolitinib treatment.
Conclusions:
The gene signature can potentially be used to stratify or enrich for patient populations with activated JAK-STAT5 signaling that might benefit from treatments targeting JAK-STAT signaling. Furthermore, the 4-gene signature is a predictor of the pharmacodynamic effects of ruxolitinib.
Insights
A new 4-gene signature assay can identify patients with overactive Janus kinase-Signal transducer and activator of transcription (JAK-STAT) signaling. This assay predicts response to JAK inhibitors like ruxolitinib in hematologic tumors.
Area of Science:
- Oncology
- Molecular Biology
- Pharmacology
Background:
- The Janus kinase-Signal transducer and activator of transcription (JAK-STAT) pathway is crucial for cellular signaling and is frequently dysregulated in human cancers.
- Identifying patients with activated JAK-STAT signaling is essential for targeted therapy with JAK inhibitors.
Purpose of the Study:
- To develop and validate a gene signature assay for detecting overactive JAK-STAT signaling.
- To correlate STAT5 activation with a specific set of STAT5 target genes in hematologic malignancies.
Main Methods:
- Utilized the Cancer Cell Line Encyclopedia and gene-expression data to identify STAT5 target genes.
- Correlated STAT5 activation status (pSTAT5) with the expression of four identified genes (PIM1, CISH, SOCS2, ID1) in 40 hematologic tumor cell lines.
- Assessed the effect of ruxolitinib treatment on gene signature expression and pSTAT5 levels in cell line models.
Main Results:
- A 4-gene signature (PIM1, CISH, SOCS2, ID1) significantly correlated with pSTAT5 status in hematologic tumor cell lines.
- Ruxolitinib treatment decreased the expression of these four genes and reduced pSTAT5 levels in pSTAT5-positive models.
- No significant changes in signature gene expression or pSTAT5 levels were observed in pSTAT5-negative cell lines upon ruxolitinib treatment.
Conclusions:
- The developed 4-gene signature can potentially stratify patients with activated JAK-STAT5 signaling for targeted therapies.
- This gene signature serves as a predictor of pharmacodynamic response to JAK inhibitors, such as ruxolitinib.
- The assay aids in identifying patient populations likely to benefit from treatments targeting the JAK-STAT pathway.
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