Answers are grounded in this paper and cite their sources.
Background Acute myeloid leukemia (AML) remains challenging to treat and often requires intensive chemotherapy. In contrast to other hematologic malignancies, the development of effective antibody-based and cellular immunotherapies for AML has been limited by the scarcity of suitable target antigens. Methods We applied a phage display-based whole-cell panning method in which Fab-phage were biotinylated and captured, followed by next-generation sequencing (NGS), bioinformatic, and statistical analyses. Target deconvolution was performed using a CRISPR-Cas9 knockout library, fluorescence-activated cell sorting of antigen-negative cells, and NGS-based gRNA analysis. Selected candidates were further evaluated using primary AML patient cells and chimeric antigen receptor (CAR)-T cell assays. Results We identified 28 unique monoclonal antibodies that preferentially bound AML cell lines. CRISPR-Cas9-based target deconvolution enabled efficient identification of three cognate antigens. Selected lead candidates were validated by staining primary cells from AML patients and were engineered into CAR constructs. CAR-T cells targeting the identified antigens mediated efficient eradication of AML cell lines and primary AML cells. Conclusions This integrated antibody-based antigen discovery and validation approach may accelerate the development of monoclonal antibody- and CAR-based immunotherapies for AML and other indications.
No takes yet. Share an insight, caveat, or question.
Hashimoto et al. (2026) studied this question.
Synapse has enriched 10 related papers. Consider them for comparative context: