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Gene expression signature that predicts early molecular response failure in chronic-phase CML patients on frontline
Chung H Kok1,2, David T Yeung1,2,3,4, Liu Lu1,2
1Precision Medicine Theme, South Australia Health and Medical Research Institute, Adelaide, SA, Australia.
Abstract:
In chronic-phase chronic myeloid leukemia (CP-CML) patients treated with frontline imatinib, failure to achieve early molecular response (EMR; EMR failure: BCR-ABL1 >10% on the international scale at 3 months) is predictive of inferior outcomes. Identifying patients at high-risk of EMR failure at diagnosis provides an opportunity to intensify frontline therapy and potentially avoid EMR failure. We studied blood samples from 96 CP-CML patients at diagnosis and identified 365 genes that were aberrantly expressed in 13 patients who subsequently failed to achieve EMR, with a gene signature significantly enriched for stem cell phenotype (eg, Myc, β-catenin, Hoxa9/Meis1), cell cycle, and reduced immune response pathways. We selected a 17-gene panel to predict EMR failure and validated this signature on an independent patient cohort. Patients classified as high risk with our gene expression signature (HR-GES) exhibited significantly higher rates of EMR failure compared with low-risk (LR-GES) patients (78% vs 5%; P < .0001), with an overall accuracy of 93%. Furthermore, HR-GES patients who received frontline nilotinib had a relatively low rate of EMR failure (10%). However, HR-GES patients still had inferior deep molecular response achievement rate by 24 months compared with LR-GES patients. This novel multigene signature may be useful for selecting patients at high risk of EMR failure on standard therapy who may benefit from trials of more potent kinase inhibitors or other experimental approaches.
Insights
A new 17-gene signature can predict early molecular response failure in chronic myeloid leukemia (CML) patients. High-risk patients identified at diagnosis may benefit from intensified therapy to improve outcomes.
Area of Science:
- Hematology
- Molecular Biology
- Oncology
Background:
- Early molecular response (EMR) failure in chronic-phase chronic myeloid leukemia (CP-CML) treated with imatinib predicts poor outcomes.
- Identifying high-risk patients at diagnosis allows for intensified frontline therapy to prevent EMR failure.
Purpose of the Study:
- To develop and validate a multigene expression signature for predicting EMR failure in CP-CML patients.
- To assess the utility of this signature in guiding treatment decisions.
Main Methods:
- Analysis of blood samples from 96 CP-CML patients at diagnosis.
- Identification of aberrantly expressed genes and development of a 17-gene panel to predict EMR failure.
- Validation of the gene signature on an independent patient cohort.
Main Results:
- A 17-gene signature accurately predicted EMR failure with 93% accuracy.
- High-risk gene expression signature (HR-GES) patients had significantly higher EMR failure rates (78%) compared to low-risk (LR-GES) patients (5%).
- HR-GES patients receiving nilotinib showed reduced EMR failure (10%), but still had inferior deep molecular response rates.
Conclusions:
- The novel multigene signature can identify CP-CML patients at high risk of EMR failure.
- This signature may aid in selecting patients for intensified therapy or clinical trials with potent kinase inhibitors.
- Early risk stratification can potentially improve long-term outcomes in CP-CML.
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