Ex Vivo Drug Sensitivity Correlates with Clinical Response and Supports Personalized Therapy in Pediatric AML

被引:4
|
作者
Strachan, Debbie C. [1 ]
Gu, Christine J. [1 ]
Kita, Ryosuke [1 ]
Anderson, Erica K. [1 ]
Richardson, Michelle A. [1 ]
Yam, George [1 ]
Pimm, Graham [1 ]
Roselli, Jordan [1 ]
Schweickert, Alyssa [1 ]
Terrell, Maci [2 ]
Rashid, Raushan [2 ]
Gonzalez, Alan K. [2 ]
Oviedo, Hailey H. [2 ]
Alozie, Michelle C. [2 ]
Ilangovan, Tamilini [2 ]
Marcogliese, Andrea N. [3 ]
Tada, Hiroomi [1 ]
Santaguida, Marianne T. [1 ]
Stevens, Alexandra M. [2 ]
机构
[1] Notable Labs, Foster City, CA 94404 USA
[2] Baylor Coll Med, Dept Pediat, Div Pediat Hematol Oncol, Houston, TX 77030 USA
[3] Baylor Coll Med, Dept Pathol, Houston, TX 77030 USA
关键词
pediatric acute myeloid leukemia; precision medicine; flow cytometry; ex vivo drug sensitivity; combination therapy; personalized medicine; ADE; bortezomib; panobinostat; ACUTE MYELOID-LEUKEMIA; CHILDREN; CANCER; LANDSCAPE; PATHWAY;
D O I
10.3390/cancers14246240
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Acute myeloid leukemia (AML) is a heterogeneous disease that accounts for similar to 20% of all childhood leukemias, and more than 40% of children with AML relapse within three years of diagnosis. Although recent efforts have focused on developing a precise medicine-based approach towards treating AML in adults, there remains a critical gap in therapies designed specifically for children. Here, we present ex vivo drug sensitivity profiles for children with de novo AML using an automated flow cytometry platform. Fresh diagnostic blood or bone marrow aspirate samples were screened for sensitivity in response to 78 dose conditions by measuring the reduction in leukemic blasts relative to the control. In pediatric patients treated with conventional chemotherapy, comprising cytarabine, daunorubicin and etoposide (ADE), ex vivo drug sensitivity results correlated with minimal residual disease (r = 0.63) and one year relapse-free survival (r = 0.70; AUROC = 0.94). In the de novo ADE analysis cohort of 13 patients, AML cells showed greater sensitivity to bortezomib/panobinostat compared with ADE, and comparable sensitivity between venetoclax/azacitidine and ADE ex vivo. Two patients showed a differential response between ADE and bortezomib/panobinostat, thus supporting the incorporation of ex vivo drug sensitivity testing in clinical trials to further evaluate the predictive utility of this platform in children with AML.
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页数:16
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