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1.
Haematologica ; 109(6): 1766-1778, 2024 06 01.
Article in English | MEDLINE | ID: mdl-38105738

ABSTRACT

Venetoclax with azacitidine (ven/aza) is a lower-intensity therapeutic regimen that has been shown to improve outcomes in elderly patients with acute myeloid leukemia (AML). Measurable residual disease (MRD) using flow cytometry is a valuable tool for the prediction of relapse in AML using conventional therapies and ven/aza; however, the prognostic value for broadscale molecular MRD after ven/aza treatment is less clear. We aimed to determine the utility of retrospective assessment using multi-gene molecular MRD by droplet digital polymerase chain reaction (ddPCR). We found this approach correlates with outcomes in a cohort of patients receiving frontline ven/aza for AML. The predictive value of ddPCR MRD persisted when NPM1 mutations were removed from analysis, as well as after adjustment for the impact of stem cell transplant on outcomes. Late achievement of MRD negativity, including after SCT, was still associated with superior outcomes compared to persistently detectable MRD. We further explored the impact of ven/aza on the burden of different classes of mutations, and identified the persistence of splicing factor mutations, commonly associated with MDS, as a consistent finding after ven/aza treatment. These data add to our understanding of the effects of ven/aza on AML disease biology and provide details on molecular depth of remission that can guide prospective trials in the future.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols , Azacitidine , Bridged Bicyclo Compounds, Heterocyclic , Leukemia, Myeloid, Acute , Mutation , Neoplasm, Residual , Nucleophosmin , Sulfonamides , Humans , Leukemia, Myeloid, Acute/genetics , Leukemia, Myeloid, Acute/drug therapy , Leukemia, Myeloid, Acute/therapy , Leukemia, Myeloid, Acute/diagnosis , Neoplasm, Residual/diagnosis , Sulfonamides/therapeutic use , Sulfonamides/administration & dosage , Bridged Bicyclo Compounds, Heterocyclic/therapeutic use , Bridged Bicyclo Compounds, Heterocyclic/administration & dosage , Aged , Male , Female , Azacitidine/therapeutic use , Azacitidine/administration & dosage , Middle Aged , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Polymerase Chain Reaction/methods , Prognosis , Aged, 80 and over , Retrospective Studies , Adult , Treatment Outcome
2.
Leuk Res ; 81: 43-49, 2019 06.
Article in English | MEDLINE | ID: mdl-31009835

ABSTRACT

BACKGROUND: Patients with relapsed and refractory (R/R) acute myeloid leukemia (AML) have limited treatment options. Genomically-defined personalized therapies are only applicable for a minority of patients. Therapies without identifiable targets can be effective but patient selection is challenging. The sequential combination of azacitidine with high-dose lenalidomide has shown activity; we aimed to determine the efficacy of this genomically-agnostic regimen in patients with R/R AML, with the intention of applying sophisticated methods to predict responders. METHODS: Thirty-seven R/R AML/myelodysplastic syndrome patients were enrolled in a phase 2 study of azacitidine with lenalidomide. The primary endpoint was complete remission (CR) and CR with incomplete blood count recovery (CRi) rate. A computational biological modeling (CBM) approach was applied retrospectively to predict outcomes based on the understood mechanisms of azacitidine and lenalidomide in the setting of each patients' disease. FINDINGS: Four of 37 patients (11%) had a CR/CRi; the study failed to meet the alternative hypothesis. Significant toxicity was observed in some cases, with three treatment-related deaths and a 30-day mortality rate of 14%. However, the CBM method predicted responses in 83% of evaluable patients, with a positive and negative predictive value of 80% and 89%, respectively. INTERPRETATION: Sequential azacitidine and high-dose lenalidomide is effective in a minority of R/R AML patients; it may be possible to predict responders at the time of diagnosis using a CBM approach. More efforts to predict responses in non-targeted therapies should be made, to spare toxicity in patients unlikely to respond and maximize treatments for those with limited options.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Computational Biology/methods , Drug Resistance, Neoplasm/drug effects , Leukemia, Myeloid, Acute/drug therapy , Myelodysplastic Syndromes/drug therapy , Neoplasm Recurrence, Local/drug therapy , Salvage Therapy , Adolescent , Adult , Aged , Aged, 80 and over , Azacitidine/administration & dosage , Female , Follow-Up Studies , Humans , Lenalidomide/administration & dosage , Leukemia, Myeloid, Acute/pathology , Male , Middle Aged , Myelodysplastic Syndromes/pathology , Neoplasm Recurrence, Local/pathology , Predictive Value of Tests , Retrospective Studies , Survival Rate , Young Adult
4.
J Mol Diagn ; 12(5): 611-9, 2010 Sep.
Article in English | MEDLINE | ID: mdl-20616359

ABSTRACT

We designed a laboratory developed test (LDT) by using an open platform for mutation/polymorphism detection. Using a 108-member (mutation plus variant) cystic fibrosis carrier screening panel as a model, we completed the last phase of LDT validation by using matrix-assisted laser desorption/ionization time of flight mass spectrometry. Panel customization was accomplished via specific amplification primer and extension probe design. Amplified genomic DNA was subjected to allele specific, single base extension endpoint analysis by mass spectrometry for inspection of the cystic fibrosis transmembrane regulator gene (NM_000492.3). The panel of mutations and variants was tested against 386 blinded samples supplied by "authority" laboratories highly experienced in cystic fibrosis transmembrane regulator genotyping; >98% concordance was observed. All discrepant and discordant results were resolved satisfactorily. Taken together, these results describe the concluding portion of the LDT validation process and the use of mass spectrometry to detect a large number of complex reactions within a single run as well as its suitability as a platform appropriate for interrogation of scores to hundreds of targets.


Subject(s)
Cystic Fibrosis/genetics , Genetic Carrier Screening/methods , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization/methods , Cystic Fibrosis Transmembrane Conductance Regulator/genetics , Humans , Polymerase Chain Reaction
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