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1.
Blood ; 140(16): 1774-1789, 2022 10 20.
Article in English | MEDLINE | ID: mdl-35714307

ABSTRACT

Individuals with age-related clonal hematopoiesis (CH) are at greater risk for hematologic malignancies and cardiovascular diseases. However, predictive preclinical animal models to recapitulate the spectrum of human CH are lacking. Through error-corrected sequencing of 56 human CH/myeloid malignancy genes, we identified natural CH driver mutations in aged rhesus macaques matching genes somatically mutated in human CH, with DNMT3A mutations being the most frequent. A CH model in young adult macaques was generated via autologous transplantation of clustered regularly interspaced short palindromic repeats (CRISPR)/CRISPR-associated protein 9-mediated gene-edited hematopoietic stem and progenitor cells (HSPCs), targeting the top human CH genes with loss-of-function (LOF) mutations. Long-term follow-up revealed reproducible and significant expansion of multiple HSPC clones with heterozygous TET2 LOF mutations, compared with minimal expansion of clones bearing other mutations. Although the blood counts of these CH macaques were normal, their bone marrows were hypercellular and myeloid-predominant. TET2-disrupted myeloid colony-forming units isolated from these animals showed a distinct hyperinflammatory gene expression profile compared with wild type. In addition, mature macrophages purified from the CH macaques showed elevated NLRP3 inflammasome activity and increased interleukin-1ß (IL-1ß) and IL-6 production. The model was used to test the impact of IL-6 blockage by tocilizumab, documenting a slowing of TET2-mutated expansion, suggesting that interruption of the IL-6 axis may remove the selective advantage of mutant HSPCs. These findings provide a model for examining the pathophysiology of CH and give insights into potential therapeutic interventions.


Subject(s)
Clonal Hematopoiesis , Dioxygenases , Humans , Young Adult , Animals , Aged , Clonal Hematopoiesis/genetics , Hematopoiesis/genetics , Interleukin-1beta/genetics , Inflammasomes , NLR Family, Pyrin Domain-Containing 3 Protein/genetics , Macaca mulatta , CRISPR-Associated Protein 9 , Interleukin-6/genetics , Clone Cells , DNA-Binding Proteins/genetics , Dioxygenases/genetics
2.
Mol Ther ; 30(1): 209-222, 2022 01 05.
Article in English | MEDLINE | ID: mdl-34174439

ABSTRACT

The programmable nuclease technology CRISPR-Cas9 has revolutionized gene editing in the last decade. Due to the risk of off-target editing, accurate and sensitive methods for off-target characterization are crucial prior to applying CRISPR-Cas9 therapeutically. Here, we utilized a rhesus macaque model to compare the predictive values of CIRCLE-seq, an in vitro off-target prediction method, with in silico prediction (ISP) based solely on genomic sequence comparisons. We use AmpliSeq HD error-corrected sequencing to validate off-target sites predicted by CIRCLE-seq and ISP for a CD33 guide RNA (gRNA) with thousands of off-target sites predicted by ISP and CIRCLE-seq. We found poor correlation between the sites predicted by the two methods. When almost 500 sites predicted by each method were analyzed by error-corrected sequencing of hematopoietic cells following transplantation, 19 off-target sites revealed insertion or deletion mutations. Of these sites, 8 were predicted by both methods, 8 by CIRCLE-seq only, and 3 by ISP only. The levels of cells with these off-target edits exhibited no expansion or abnormal behavior in vivo in animals followed for up to 2 years. In addition, we utilized an unbiased method termed CAST-seq to search for translocations between the on-target site and off-target sites present in animals following transplantation, detecting one specific translocation that persisted in blood cells for at least 1 year following transplantation. In conclusion, neither CIRCLE-seq or ISP predicted all sites, and a combination of careful gRNA design, followed by screening for predicted off-target sites in target cells by multiple methods, may be required for optimizing safety of clinical development.


Subject(s)
CRISPR-Cas Systems , Hematopoietic Stem Cell Transplantation , Animals , Gene Editing/methods , Macaca mulatta/genetics , RNA, Guide, Kinetoplastida/genetics
3.
Cell Rep ; 30(3): 932-946.e7, 2020 01 21.
Article in English | MEDLINE | ID: mdl-31968264

ABSTRACT

Efficient and homogeneous in vitro generation of peripheral sensory neurons may provide a framework for novel drug screening platforms and disease models of touch and pain. We discover that, by overexpressing NGN2 and BRN3A, human pluripotent stem cells can be transcriptionally programmed to differentiate into a surprisingly uniform culture of cold- and mechano-sensing neurons. Although such a neuronal subtype is not found in mice, we identify molecular evidence for its existence in human sensory ganglia. Combining NGN2 and BRN3A programming with neural crest patterning, we produce two additional populations of sensory neurons, including a specialized touch receptor neuron subtype. Finally, we apply this system to model a rare inherited sensory disorder of touch and proprioception caused by inactivating mutations in PIEZO2. Together, these findings establish an approach to specify distinct sensory neuron subtypes in vitro, underscoring the utility of stem cell technology to capture human-specific features of physiology and disease.


Subject(s)
Induced Pluripotent Stem Cells/cytology , Mechanotransduction, Cellular , Sensory Receptor Cells/cytology , Transcription, Genetic , Animals , Calcium/metabolism , Cell Line , Cellular Reprogramming , Cold Temperature , Gene Expression Profiling , Gene Expression Regulation , Humans , Ion Channel Gating , Ion Channels/metabolism , Mice , Nerve Tissue Proteins/metabolism , Neural Crest/cytology , Neural Crest/metabolism , Phenotype , Proprioception/physiology , Sensory Receptor Cells/metabolism , TRPM Cation Channels/metabolism , Touch/physiology , Transcription Factor Brn-3A/metabolism
5.
Mol Ther Methods Clin Dev ; 10: 189-196, 2018 Sep 21.
Article in English | MEDLINE | ID: mdl-30094294

ABSTRACT

The recent development of single-cell RNA sequencing has deepened our understanding of the cell as a functional unit, providing new insights based on gene expression profiles of hundreds to hundreds of thousands of individual cells, and revealing new populations of cells with distinct gene expression profiles previously hidden within analyses of gene expression performed on bulk cell populations. However, appropriate analysis and utilization of the massive amounts of data generated from single-cell RNA sequencing experiments are challenging and require an understanding of the experimental and computational pathways taken between preparation of input cells and output of interpretable data. In this review, we will discuss the basic principles of these new technologies, focusing on concepts important in the analysis of single-cell RNA-sequencing data. Specifically, we summarize approaches to quality-control measures for determination of which single cells to include for further examination, methods of data normalization and scaling to overcome the relatively inefficient capture rate of mRNA from each cell, and clustering and visualization algorithms used for dimensional reduction of the data to a two-dimensional plot.

6.
Cell ; 173(6): 1439-1453.e19, 2018 05 31.
Article in English | MEDLINE | ID: mdl-29856956

ABSTRACT

The absence of cancer-restricted surface markers is a major impediment to antigen-specific immunotherapy using chimeric antigen receptor (CAR) T cells. For example, targeting the canonical myeloid marker CD33 in acute myeloid leukemia (AML) results in toxicity from destruction of normal myeloid cells. We hypothesized that a leukemia-specific antigen could be created by deleting CD33 from normal hematopoietic stem and progenitor cells (HSPCs), thereby generating a hematopoietic system resistant to CD33-targeted therapy and enabling specific targeting of AML with CAR T cells. We generated CD33-deficient human HSPCs and demonstrated normal engraftment and differentiation in immunodeficient mice. Autologous CD33 KO HSPC transplantation in rhesus macaques demonstrated long-term multilineage engraftment of gene-edited cells with normal myeloid function. CD33-deficient cells were impervious to CD33-targeting CAR T cells, allowing for efficient elimination of leukemia without myelotoxicity. These studies illuminate a novel approach to antigen-specific immunotherapy by genetically engineering the host to avoid on-target, off-tumor toxicity.


Subject(s)
Hematopoietic Stem Cells/cytology , Immunotherapy/methods , Leukemia, Myeloid, Acute/therapy , RNA, Guide, Kinetoplastida/genetics , Sialic Acid Binding Ig-like Lectin 3/genetics , T-Lymphocytes/immunology , Animals , Cell Differentiation , Cell Line, Tumor , Cell Lineage , Electroporation , Female , Hematopoiesis , Humans , Leukemia, Myeloid, Acute/immunology , Macaca mulatta , Male , Mice , Mice, Inbred NOD , Mice, Knockout , Mice, SCID , Neoplasm Transplantation , Reactive Oxygen Species , T-Lymphocytes/cytology
7.
Mol Ther ; 25(1): 44-53, 2017 01 04.
Article in English | MEDLINE | ID: mdl-28129126

ABSTRACT

Nonhuman primate (NHP) induced pluripotent stem cells (iPSCs) offer the opportunity to investigate the safety, feasibility, and efficacy of proposed iPSC-derived cellular delivery in clinically relevant in vivo models. However, there is need for stable, robust, and safe labeling methods for NHP iPSCs and their differentiated lineages to study survival, proliferation, tissue integration, and biodistribution following transplantation. Here we investigate the utility of the adeno-associated virus integration site 1 (AAVS1) as a safe harbor for the addition of transgenes in our rhesus macaque iPSC (RhiPSC) model. A clinically relevant marker gene, human truncated CD19 (hΔCD19), or GFP was inserted into the AAVS1 site in RhiPSCs using the CRISPR/Cas9 system. Genetically modified RhiPSCs maintained normal karyotype and pluripotency, and these clones were able to further differentiate into all three germ layers in vitro and in vivo. In contrast to transgene delivery using randomly integrating viral vectors, AAVS1 targeting allowed stable transgene expression following differentiation. Off-target mutations were observed in some edited clones, highlighting the importance of careful characterization of these cells prior to downstream applications. Genetically marked RhiPSCs will be useful to further advance clinically relevant models for iPSC-based cell therapies.


Subject(s)
Cell Differentiation , Gene Editing , Gene Expression , Germ Layers/metabolism , Induced Pluripotent Stem Cells/cytology , Induced Pluripotent Stem Cells/metabolism , Transgenes , Animals , Biomarkers , CRISPR-Cas Systems , Cellular Reprogramming , Gene Targeting , Genetic Loci , Germ Layers/embryology , Macaca mulatta , Organ Specificity/genetics
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