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1.
JCI Insight ; 3(23)2018 12 06.
Article in English | MEDLINE | ID: mdl-30518691

ABSTRACT

The analysis and validation of flow cytometry-based biomarkers in clinical studies are limited by the lack of standardized protocols that are reproducible across multiple centers and suitable for use with either unfractionated blood or cryopreserved PBMCs. Here we report the development of a platform that standardizes a set of flow cytometry panels across multiple centers, with high reproducibility in blood or PBMCs from either healthy subjects or patients 100 days after hematopoietic stem cell transplantation. Inter-center comparisons of replicate samples showed low variation, with interindividual variation exceeding inter-center variation for most populations (coefficients of variability <20% and interclass correlation coefficients >0.75). Exceptions included low-abundance populations defined by markers with indistinct expression boundaries (e.g., plasmablasts, monocyte subsets) or populations defined by markers sensitive to cryopreservation, such as CD62L and CD45RA. Automated gating pipelines were developed and validated on an independent data set, revealing high Spearman's correlations (rs >0.9) with manual analyses. This workflow, which includes pre-formatted antibody cocktails, standardized protocols for acquisition, and validated automated analysis pipelines, can be readily implemented in multicenter clinical trials. This approach facilitates the collection of robust immune phenotyping data and comparison of data from independent studies.


Subject(s)
Biomarkers/blood , Cryopreservation/standards , Data Analysis , Flow Cytometry/standards , Immunophenotyping/standards , Adaptive Immunity , Cryopreservation/methods , Electronic Data Processing , Flow Cytometry/methods , Hematopoietic Stem Cell Transplantation , Humans , Immunity, Innate , Immunophenotyping/methods , L-Selectin , Leukocyte Common Antigens , Leukocytes, Mononuclear/immunology , Monocytes , Reproducibility of Results
2.
Stem Cells Dev ; 24(20): 2413-22, 2015 Oct 15.
Article in English | MEDLINE | ID: mdl-26166023

ABSTRACT

Genes of the HOX4 paralog group have been shown to expand hematopoietic stem cells (HSCs). Endogenous expression of HOXA4 is 10-fold higher than HOXB4 in embryonic primitive hematopoietic cells undergoing self-renewal suggesting a more potent capacity of HOXA4 to expand HSC. In this study, we provide evidence by direct competitive bone marrow cultures that HOXA4 and HOXB4 induce self-renewal of primitive hematopoietic cells with identical kinetics. Transplantation assays show that short-term repopulation by HOXA4-overexpressing multilineage progenitors was significantly greater than HOXB4-overexpressing progenitors in vivo, indicating differences in the sensitivity of the cells to external signals. Small array gene expression analysis showed an increase in multiple Notch and Wnt signaling -associated genes, including receptors and ligands, as well as pluripotency genes, for both HOXA4- and HOXB4-overexpressing cells, which was more pronounced for HOXA4, suggesting that both HOX proteins may assert their affects through intrinsic and extrinsic pathways to induce self-renewal of primitive hematopoietic cells. Thus, HOXA4 increases short-term repopulation to higher levels than HOXB4, which may involve Notch signaling.


Subject(s)
Hematopoietic Stem Cells/cytology , Homeodomain Proteins/genetics , Transcription Factors/genetics , Bone Marrow Cells/cytology , Cell Proliferation/genetics , Genes, Homeobox , Hematopoiesis/genetics , Humans , Signal Transduction/genetics
3.
Cancer Cell ; 27(3): 409-25, 2015 Mar 09.
Article in English | MEDLINE | ID: mdl-25759025

ABSTRACT

Studying 830 pre-B ALL cases from four clinical trials, we found that human ALL can be divided into two fundamentally distinct subtypes based on pre-BCR function. While absent in the majority of ALL cases, tonic pre-BCR signaling was found in 112 cases (13.5%). In these cases, tonic pre-BCR signaling induced activation of BCL6, which in turn increased pre-BCR signaling output at the transcriptional level. Interestingly, inhibition of pre-BCR-related tyrosine kinases reduced constitutive BCL6 expression and selectively killed patient-derived pre-BCR(+) ALL cells. These findings identify a genetically and phenotypically distinct subset of human ALL that critically depends on tonic pre-BCR signaling. In vivo treatment studies suggested that pre-BCR tyrosine kinase inhibitors are useful for the treatment of patients with pre-BCR(+) ALL.


Subject(s)
DNA-Binding Proteins/physiology , Gene Expression Regulation, Neoplastic , Precursor Cell Lymphoblastic Leukemia-Lymphoma/metabolism , Precursor Cells, B-Lymphoid/metabolism , Basic Helix-Loop-Helix Transcription Factors/metabolism , Basic Helix-Loop-Helix Transcription Factors/physiology , Clinical Trials as Topic , DNA-Binding Proteins/genetics , DNA-Binding Proteins/metabolism , Humans , Intracellular Signaling Peptides and Proteins/metabolism , Molecular Sequence Data , Phosphatidylinositol 3-Kinase/metabolism , Pre-B-Cell Leukemia Transcription Factor 1 , Precursor Cell Lymphoblastic Leukemia-Lymphoma/genetics , Precursor Cell Lymphoblastic Leukemia-Lymphoma/pathology , Protein-Tyrosine Kinases/metabolism , Proto-Oncogene Proteins/metabolism , Proto-Oncogene Proteins/physiology , Proto-Oncogene Proteins c-bcl-6 , Signal Transduction , Syk Kinase , Up-Regulation , src-Family Kinases/metabolism
4.
Exp Hematol ; 42(7): 526-35.e4, 2014 Jul.
Article in English | MEDLINE | ID: mdl-24503485

ABSTRACT

Leukemic stem cells share self-renewal properties and slow proliferation with hematopoietic stem cells. Based on expression signatures, it has been suggested that these cells use the same molecular pathways for these processes. However, it is not clear whether leukemic stem cells also respond to factors known to enhance the self-renewal activity of hematopoietic stem cells. The transcription factor homeobox B4 (HOXB4) is known to induce expansion of mouse hematopoietic stem cells. The recombinant TAT-HOXB4 protein also expands human CD34+ cells. In this study we investigated whether overexpression of HOXB4 could increase leukemic initiating cell numbers, an issue that is crucial to its clinical usage. A transgenic mouse model for E2A-PBX1 induced pre-B acute lymphoblastic leukemia was used in combination with HOXB4 transgenic mice to test oncogenic interactions between HOXB4 and E2A-PBX1. The frequency of leukemic initiating cells retrovirally overexpressing HOXB4 was measured by transplantation at limiting dilution and evaluation of leukemia development in recipient mice. Moreover, human B cell lines were evaluated for their colony forming cell potential upon exposure to TAT-HOXB4 protein. Our data with the mouse models show that HOXB4 neither accelerates the generation of E2A-PBX1 B cell leukemia nor expands the number of leukemia initiating cells. Additionally, the growth or colony forming cell proportions of human B cell lines was not changed by HOXB4, suggesting that human B leukemic initiating cells are not affected by HOXB4.


Subject(s)
B-Lymphocytes/pathology , Hematopoietic Stem Cells/pathology , Homeodomain Proteins/physiology , Transcription Factors/physiology , Animals , Blotting, Western , Flow Cytometry , Humans , Mice , Mice, Inbred C57BL , Polymerase Chain Reaction
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