Molecular profiling of pre- and post- 5-azacytidine myelodysplastic syndrome samples identifies predictors of response
Treatment with the hypomethylating agent 5-azacytidine (AZA) increases survival in high-risk (HR) myelodysplastic syndrome (MDS) patients, but predicting patient response and overall survival remains challenging. To address these issues, we analyzed mutational and transcriptional profiles in CD34+ hematopoietic stem/progenitor cells (HSPCs) before and following AZA therapy in MDS patients. AZA treatment led to a greater reduction in the mutational burden in both blast and hematological responders than non-responders. Blast and hematological responders showed transcriptional evidence of pre-treatment enrichment for pathways such as oxidative phosphorylation, MYC targets, and mTORC1 signaling. While blast non-response was associated with TNFa signaling and leukemia stem cell signature, hematological non-response was associated with cell-cycle related pathways. AZA induced similar transcriptional responses in MDS patients regardless of response type. Comparison of blast responders and non-responders to normal controls, allowed us to generate a transcriptional classifier that could predict AZA response and survival. This classifier outperformed a previously developed gene signature in a second MDS patient cohort, but signatures of hematological responses were unable to predict survival. Overall, these studies characterize the molecular consequences of AZA treatment in MDS HSPCs and identify a potential tool for predicting AZA therapy responses and overall survival prior to initiation of therapy.
Authors
- Sohini Chakraborty (ORCID: https://orcid.org/0000-0002-6339-7792)
- Jesús María Hernández-Sánchez (ORCID: https://orcid.org/0000-0003-1212-5954)
- Jesús María Hernández‐Rivas (ORCID: https://orcid.org/0000-0002-9661-9371)
- Christopher Y. Park (ORCID: https://orcid.org/0000-0003-2018-3476)
- María Díez‐Campelo (ORCID: https://orcid.org/0000-0002-1467-6779)
- Mónica Del Rey González
Institutions
- Complejo Hospitalario de Salamanca (ES)
- Centro de Investigación del Cáncer (ES)
- New York University (US)
Publication Details
- Journal
- Frontiers in Oncology
- Published
- 2024-09-23
- DOI
- https://doi.org/10.3389/fonc.2024.1438052
- Primary Topic
- Acute Myeloid Leukemia Research
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- New York State Stem Cell Science
- National Institutes of Health
- National Cancer Institute