scholarly journals Joint profiling of DNA and proteins in single cells to dissect genotype-phenotype associations in leukemia

2021 ◽  
Vol 12 (1) ◽  
Author(s):  
Benjamin Demaree ◽  
Cyrille L. Delley ◽  
Harish N. Vasudevan ◽  
Cheryl A. C. Peretz ◽  
David Ruff ◽  
...  

AbstractStudies of acute myeloid leukemia rely on DNA sequencing and immunophenotyping by flow cytometry as primary tools for disease characterization. However, leukemia tumor heterogeneity complicates integration of DNA variants and immunophenotypes from separate measurements. Here we introduce DAb-seq, a technology for simultaneous capture of DNA genotype and cell surface phenotype from single cells at high throughput, enabling direct profiling of proteogenomic states in tens of thousands of cells. To demonstrate the approach, we analyze the disease of three patients with leukemia over multiple treatment timepoints and disease recurrences. We observe complex genotype-phenotype dynamics that illustrate the subtlety of the disease process and the degree of incongruity between blast cell genotype and phenotype in different clinical scenarios. Our results highlight the importance of combined single-cell DNA and protein measurements to fully characterize the heterogeneity of leukemia.

Author(s):  
Benjamin Demaree ◽  
Cyrille L. Delley ◽  
Harish N. Vasudevan ◽  
Cheryl A.C. Peretz ◽  
David Ruff ◽  
...  

AbstractStudies of acute myeloid leukemia rely on DNA sequencing and immunophenotyping by flow cytometry as primary tools for disease characterization. However, leukemia tumor heterogeneity complicates integration of DNA variants and immunophenotypes from separate measurements. Here we introduce DAb-seq, a novel technology for simultaneous capture of DNA genotype and cell surface phenotype from single cells at high throughput, enabling direct profiling of proteogenomic states in tens of thousands of cells. To demonstrate the approach, we analyze the disease of three patients with leukemia over multiple treatment timepoints and disease recurrences. We observe complex genotype-phenotype dynamics that illustrate the subtlety of the disease process and the degree of incongruity between blast cell genotype and phenotype in different clinical scenarios. Our results highlight the importance of combined single-cell DNA and protein measurements to fully characterize the heterogeneity of leukemia.


2018 ◽  
Vol 2 (2) ◽  
pp. 54-70
Author(s):  
Payman Hamsaeed ◽  
Amera Muhammad

This study has been carried out in Erbil City -Iraq, 30 patients were diagnosis by flow cytometry as AML which they were admitted to Nanakaly Hospital for Blood Disease and submitted to chemotherapy. Number of adults/children 22 (73.3%) / 8 (26.7%), female / male 13 (43.3%) / 17(56.7%). Only 20 (66.7%) patients were smoker. The highest number was subtyping M4 10 (33.3%) patients, followed by M1 7(23.3%), M3 6(20%), M2 were 3(10%) patients. M5 and M6 were 2 (6.7%). Ten candida spp isolates before induction phase chemotherapy show 9(90%) C.albicans, 1(10%) C. lusitaniae, and from 32 isolates after induction phase chemotherapy, 17(53.1%) C.albicans, 7(21.9%) C. lusitaniae, and 8(25%) C.famata. According to the site of infection, before starting chemotherapy 8(88.9%) C. albicans isolates were in the oral cavity and 1(11.1%) on the skin, while C. lusitaniae was 1 (100%) in oral cavity only. While after chemotherapy 12(70.6%) C.albicans in the oral cavity and 5(29.4%) on the skin, C. lusitaniae was 2 (28.6%) in the oral cavity and 5(71.4%) on the skin, while all C. famata was 8 (100%) on the skin The immunophenotype shows that the number and percentage of patients which the myeloid cells expressed cyMPO was 27(90) with mean percentage of positivity 59.38, while all patients expressed CD33 and CD13 on their blast cell 30(100) with a mean percentage of positivity 59.81 and 30.83 respectively.


2021 ◽  
Vol 9 (Suppl 3) ◽  
pp. A912-A912
Author(s):  
Rebecca Moeller ◽  
Julian Scherer ◽  
Sadik Kassim

BackgroundAcute Myeloid Leukemia (AML) is an aggressive bone marrow malignancy, characterized by the presence of leukemic blasts in the peripheral blood of patients. Poor AML prognoses1 are largely attributable to high rates of disease relapse, of which CD123+ leukemic stem cells (LSCs) are the primary cause.2 3 CD123, the alpha-chain of the IL3 cytokine receptor,6 has been identified as a favorable therapeutic AML target, overexpressed in both LSCs and blasts.4 5 We sought to direct T cells to CD123+ AML cells via cell surface tethered IL3 (termed ”IL3-zetakine”).7 The use of a zetakine instead of a chimeric antigen receptor (CAR) construct enables structure-guided site-directed mutagenesis to increase binding affinity and alter target cell signaling without detrimental T cell hyperactivation.MethodsZetakine constructs were designed using IL3 sequences bound to a transmembrane domain and intracellular costimulatory and CD3z signaling domains. The constructs were transduced into Jurkat cells with lentiviral vectors (LVV). T cell activation via CD69 expression was assessed via flow cytometry of sorted IL3 zetakine-positive Jurkat cells after co-culture with MOLM13 AML cells. Lead constructs were selected based on initial transduction percentage and activation response. In vitro functionality of each IL3 zetakine was tested with LVV transduced primary T cells by flow cytometry.ResultsZetakine constructs yielded a wide range of transduction percentages in Jurkat cells (0 – 98%) prior to sorting. In co-cultures with CD123+ MOLM13 AML cells, Jurkat cells expressing wildtype IL3 constructs lacking a costimulatory domain induced the highest level of CD69 expression (18.7% CD69+ T cells) in an antigen-specific manner (5.3-fold increase of CD69+ T cells over those cultured with MOLM13 CD123KO cells). The K110E mutant IL3 was reported to exhibit a 40-fold increased affinity over wildtype,8 but it showed no detectable zetakine function. However, additional mutant IL3 zetakines increased Jurkat cell activation up to 5.8-fold. Antigen-specific increases in CD69, as well as CD25, surface expression were also observed with zetakine-transduced primary T cells co-cultured with MOLM13 cells, in addition to target cell killing comparable to antibody-based CD123CAR T-cells.ConclusionsThis work establishes IL3 zetakines as a viable alternative to traditional CD123-targeted CAR constructs. Structure-guided IL3 zetakine mutants with altered affinity and activation profiles will further our understanding of CD123-specific cytotoxicity modulation without inducing acute T cell hyperactivation and exhaustion. These results indicate the ability of IL3 zetakine-expressing T cells to kill CD123-expressing AML cells and illustrate the potential of this novel class of therapeutics.ReferencesGanzel C, et al. Very poor long-term survival in past and more recent studies for relapsed AML patients: the ECOG-ACRIN experience. American journal of hematology 2018:10.1002/ajh.25162.Shlush LI, et al. Tracing the origins of relapse in acute myeloid leukaemia to stem cells. Nature 2017;547(7661):104–108.Hanekamp D, Cloos J, Schuurhuis GJ. Leukemic stem cells: identification and clinical application. International Journal of Hematology 2017;105(5):549–557.Bras AE, et al. CD123 expression levels in 846 acute leukemia patients based on standardized immunophenotyping. Cytometry part B: Clinical Cytometry 2019;96(2):134–142.Sugita M, Guzman ML. CD123 as a therapeutic target against malignant stem cells. Hematology/Oncology clinics of North America 2020;34(3):553–564.Mingyue S, et al. CD123: a novel biomarker for diagnosis and treatment of leukemia. Cardiovascular & Hematological Disorders-Drug Targets 2019;19(3):195–204.Kahlon KS, et al. Specific recognition and killing of glioblastoma multiforme by interleukin 13-zetakine redirected cytolytic T cells. Cancer Res 2004;64(24):9160–6.Bagley CJ, et al. A discontinuous eight-amino acid epitope in human interleukin-3 binds the alpha-chain of its receptor. J Biol Chem 1996;271(50):31922–8.


Pharmaceutics ◽  
2021 ◽  
Vol 13 (10) ◽  
pp. 1681
Author(s):  
Patrick Connerty ◽  
Ernest Moles ◽  
Charles E. de Bock ◽  
Nisitha Jayatilleke ◽  
Jenny L. Smith ◽  
...  

Standard of care therapies for children with acute myeloid leukemia (AML) cause potent off-target toxicity to healthy cells, highlighting the need to develop new therapeutic approaches that are safe and specific for leukemia cells. Long non-coding RNAs (lncRNAs) are an emerging and highly attractive therapeutic target in the treatment of cancer due to their oncogenic functions and selective expression in cancer cells. However, lncRNAs have historically been considered ‘undruggable’ targets because they do not encode for a protein product. Here, we describe the development of a new siRNA-loaded lipid nanoparticle for the therapeutic silencing of the novel oncogenic lncRNA LINC01257. Transcriptomic analysis of children with AML identified LINC01257 as specifically expressed in t(8;21) AML and absent in healthy patients. Using NxGen microfluidic technology, we efficiently and reproducibly packaged anti-LINC01257 siRNA (LNP-si-LINC01257) into lipid nanoparticles based on the FDA-approved Patisiran (Onpattro®) formulation. LNP-si-LINC01257 size and ζ-potential were determined by dynamic light scattering using a Malvern Zetasizer Ultra. LNP-si-LINC01257 internalization and siRNA delivery were verified by fluorescence microscopy and flow cytometry analysis. lncRNA knockdown was determined by RT-qPCR and cell viability was characterized by flow cytometry-based apoptosis assay. LNP-siRNA production yielded a mean LNP size of ~65 nm with PDI ≤0.22 along with a >85% siRNA encapsulation rate. LNP-siRNAs were efficiently taken up by Kasumi-1 cells (>95% of cells) and LNP-si-LINC01257 treatment was able to successfully ablate LINC01257 expression which was accompanied by a significant 55% reduction in total cell count following 48 h of treatment. In contrast, healthy peripheral blood mononuclear cells (PBMCs), which do not express LINC01257, were unaffected by LNP-si-LINC01257 treatment despite comparable levels of LNP-siRNA uptake. This is the first report demonstrating the use of LNP-assisted RNA interference modalities for the silencing of cancer-driving lncRNAs as a therapeutically viable and non-toxic approach in the management of AML.


2020 ◽  
Vol 95 (11) ◽  
pp. 1304-1313
Author(s):  
Francesco Mannelli ◽  
Giacomo Gianfaldoni ◽  
Sara Bencini ◽  
Matteo Piccini ◽  
Ilaria Cutini ◽  
...  

Author(s):  
Rasha Abd El‐Rahman El‐Gamal ◽  
Azza El‐Sayed Hashem ◽  
Deena Mohamed Habashy ◽  
Menna Allah Zakareya Abou Elwafa ◽  
Noha Hussein Boshnak

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