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1.
Front Med (Lausanne) ; 6: 21, 2019.
Article in English | MEDLINE | ID: mdl-30881955

ABSTRACT

Neutropenia is a common side-effect of acute myeloid leukemia (AML) chemotherapy characterized by a critical drop in neutrophil blood concentration. Neutropenic patients are prone to infections, experience poorer clinical outcomes, and require expensive medical care. Although transfusions of donor neutrophils are a logical solution to neutropenia, this approach has not gained clinical traction, primarily due to challenges associated with obtaining sufficiently large numbers of neutrophils from donors whilst logistically managing their extremely short shelf-life. A protocol has been developed that produces clinical-scale quantities of neutrophils from hematopoietic stem and progenitor cells (HSPC) in 10 L single-use bioreactors (1). This strategy could be used to mass produce neutrophils and generate sufficient cell numbers to allow decisive clinical trials of neutrophil transfusion. We present a bioprocess model for neutrophil production at relevant clinical-scale. We evaluated two production scenarios, and the impact on cost of goods (COG) of multiple model parameters including cell yield, materials costs, and process duration. The most significant contributors to cost were consumables and raw materials, including the cost of procuring HSPC-containing umbilical cord blood. The model indicates that the most cost-efficient culture volume (batch size) is ~100 L in a single bioreactor. This study serves as a framework for decision-making and optimization strategies when contemplating the production of clinical quantities of cells for allogeneic therapy.

2.
Front Med (Lausanne) ; 5: 233, 2018.
Article in English | MEDLINE | ID: mdl-30186836

ABSTRACT

Allogeneic cell therapy products are generating encouraging clinical and pre-clinical results. Pluripotent stem cell (PSC) derived therapies, in particular, have substantial momentum and the potential to serve as treatments for a wide range of indications. Many of these therapies are also expected to have large market sizes and require cell doses of ≥109 cells. As therapeutic technologies mature, it is essential for the cell manufacturing industry to correspondingly develop to adequately support commercial scale production. To that end, there is much that can be learned and adapted from traditional manufacturing fields. In this review, we highlight key areas of allogeneic cell therapy manufacturing, identify current gaps, and discuss strategies for integrating new solutions. It is anticipated that cell therapy scale-up manufacturing solutions will need to generate batches of up to 2,000 L in single-use disposable formats, which constrains selection of currently available upstream hardware. Suitable downstream hardware is even more limited as processing solutions from the biopharmaceutical field are often not compatible with the unique requirements of cell therapy products. The advancement of therapeutic cell manufacturing processes to date has largely been developed with a cell biology driven approach, which is essential in early development. However, for truly robust and standardized production in a maturing field, a highly controlled manufacturing engineering strategy must be employed, with the implementation of automation, process monitoring and control to increase batch consistency and efficiency.

3.
Science ; 345(6203): 1509-12, 2014 Sep 19.
Article in English | MEDLINE | ID: mdl-25237102

ABSTRACT

The small number of hematopoietic stem and progenitor cells in cord blood units limits their widespread use in human transplant protocols. We identified a family of chemically related small molecules that stimulates the expansion ex vivo of human cord blood cells capable of reconstituting human hematopoiesis for at least 6 months in immunocompromised mice. The potent activity of these newly identified compounds, UM171 being the prototype, is independent of suppression of the aryl hydrocarbon receptor, which targets cells with more-limited regenerative potential. The properties of UM171 make it a potential candidate for hematopoietic stem cell transplantation and gene therapy.


Subject(s)
Fetal Blood/drug effects , Hematopoiesis/drug effects , Hematopoietic Stem Cells/drug effects , Indoles/pharmacology , Pyrimidines/pharmacology , Receptors, Aryl Hydrocarbon/antagonists & inhibitors , Regeneration/drug effects , Animals , Cell Culture Techniques , Fetal Blood/cytology , Fetal Blood/physiology , Genetic Therapy/methods , Hematopoiesis/physiology , Hematopoietic Stem Cell Transplantation/methods , Hematopoietic Stem Cells/physiology , Humans , Immunocompromised Host , Indoles/chemistry , Mice , Pyrimidines/chemistry , Small Molecule Libraries/chemistry , Small Molecule Libraries/pharmacology
4.
Blood ; 123(5): 650-8, 2014 Jan 30.
Article in English | MEDLINE | ID: mdl-24243972

ABSTRACT

Increasing evidence supports the importance of cell extrinsic regulation in stem cell fate control. Hematopoietic stem cells (HSC) are responsive to local signals from their niche and to systemic feedback from progenitors and mature cells. The Notch ligand Delta-1 (DL1), a key component of the stem cell niche, regulates human hematopoietic lineage development in a dose-dependent manner and has been used clinically for primitive progenitor expansion. How DL1 acts to regulate HSC fate and whether these actions are related to its lineage skewing effects are poorly understood. Here we demonstrate that, although DL1 activates signal transducer and activator of transcription 3 signaling similarly to the gp130-activating cytokine interleukin-6 (IL-6), it has opposite effects on myeloid cell production. Mechanistically, these different outcomes are attributable to a DL1-mediated reduction in membrane (m)-bound IL-6 receptor (R) expression, converting progenitor cells from being directly IL-6 responsive to requiring both IL-6 and soluble (s) IL-6R for activation. Concomitant reduction of both mIL-6R (by DL1 supplementation) and sIL-6R (using dynamically fed cultures) reduced myeloid cell production and led to enhanced outputs of human HSCs. This work describes a new mode of cytokine action in which DL1 changes cytokine receptor distributions on hematopoietic cells, altering feedback networks and their impact on stem cell fate.


Subject(s)
Hematopoietic Stem Cells/cytology , Interleukin-6/metabolism , Intracellular Signaling Peptides and Proteins/metabolism , Membrane Proteins/metabolism , Paracrine Communication , Animals , Cells, Cultured , Female , Hematopoiesis , Hematopoietic Stem Cells/metabolism , Humans , Janus Kinases/metabolism , Mice , Mice, SCID , STAT3 Transcription Factor/metabolism
5.
Biotechnol Bioeng ; 111(6): 1258-64, 2014 Jun.
Article in English | MEDLINE | ID: mdl-24284903

ABSTRACT

Monitoring and control of primary cell cultures is challenging as they are heterogenous and dynamically complex systems. Feedback signaling proteins produced from off-target cell populations can accumulate, inhibiting the production of the desired cell populations. Although culture strategies have been developed to reduce feedback inhibition, they are typically optimized for a narrow range of process parameters and do not allow for a dynamically regulated response. Here we describe the development of a microbead-based process control system for the monitoring and control of endogenously produced signaling factors. This system uses quantum dot barcoded microbeads to assay endogenously produced signaling proteins in the culture media, allowing for the dynamic manipulation of protein concentrations. This monitoring system was incorporated into a fed-batch bioreactor to regulate the accumulation of TGF-ß1 in an umbilical cord blood cell expansion system. By maintaining the concentration of TGF-ß1 below an upper threshold throughout the culture, we demonstrate enhanced ex vivo expansion of hematopoietic progenitor cells at higher input cell densities and over longer culture periods. This study demonstrates the potential of a fully automated and integrated real-time control strategy in stem cell culture systems, and provides a powerful strategy to achieve highly regulated and intensified in vitro cell manufacturing systems.


Subject(s)
Fetal Blood/cytology , Stem Cells/physiology , Transforming Growth Factor beta1/analysis , Batch Cell Culture Techniques , Cell Culture Techniques/methods , Cells, Cultured , Culture Media/chemistry , Humans , Time Factors
6.
Bioessays ; 35(3): 201-10, 2013 Mar.
Article in English | MEDLINE | ID: mdl-23299858

ABSTRACT

Robust ex vivo expansion of umbilical cord blood (UCB) derived hematopoietic stem and progenitor cells (HSPCs) should enable the widespread use of UCB as a source of cells to treat hematologic and immune diseases. Novel approaches for HSPC expansion have recently been developed, setting the stage for the production of blood stem cell derived products that fulfill our current best known criteria of clinical relevance. Translating these technologies into clinical use requires bioengineering strategies to overcome challenges of scale-up, reproducibility, and product quality assurance. Clinical-scale implementation should also define criteria and targets for cost-effective cell manufacturing. As production strategies become more effective, new opportunities in the therapeutic use of ex vivo expanded hematopoietic cell products will emerge. Herein we examine key technological milestones that need to be met in order to move ex vivo expanded HSPC therapies from the bench-top to the bedside in a robust and reliable manner.


Subject(s)
Fetal Blood/cytology , Hematopoietic Stem Cells/cytology , Translational Research, Biomedical , Cell Proliferation , Hematopoietic Stem Cells/metabolism , Humans , Quality Control , Reference Standards
7.
Cell Stem Cell ; 10(2): 218-29, 2012 Feb 03.
Article in English | MEDLINE | ID: mdl-22305571

ABSTRACT

Clinical hematopoietic transplantation outcomes are strongly correlated with the numbers of cells infused. Anticipated novel therapeutic implementations of hematopoietic stem cells (HSCs) and their derivatives further increase interest in strategies to expand HSCs ex vivo. A fundamental limitation in all HSC-driven culture systems is the rapid generation of differentiating cells and their secreted inhibitory feedback signals. Herein we describe an integrated computational and experimental strategy that enables a tunable reduction in the global levels and impact of paracrine signaling factors in an automated closed-system process by employing a controlled fed-batch media dilution approach. Application of this system to human cord blood cells yielded a rapid (12-day) 11-fold increase of HSCs with self-renewing, multilineage repopulating ability. These results highlight the marked improvements that control of feedback signaling can offer primary stem cell culture and demonstrate a clinically relevant rapid and relatively low culture volume strategy for ex vivo HSC expansion.


Subject(s)
Computer Simulation , Hematopoietic Stem Cell Transplantation , Hematopoietic Stem Cells/cytology , Animals , Cell Culture Techniques/instrumentation , Cell Culture Techniques/methods , Cell Differentiation , Cell Proliferation , Cell Survival , Culture Media/metabolism , Feedback, Physiological , Fetal Blood/cytology , Humans , Mice , Mice, SCID , Paracrine Communication
8.
PLoS Comput Biol ; 8(12): e1002838, 2012.
Article in English | MEDLINE | ID: mdl-23284283

ABSTRACT

The cellular composition of heterogeneous samples can be predicted using an expression deconvolution algorithm to decompose their gene expression profiles based on pre-defined, reference gene expression profiles of the constituent populations in these samples. However, the expression profiles of the actual constituent populations are often perturbed from those of the reference profiles due to gene expression changes in cells associated with microenvironmental or developmental effects. Existing deconvolution algorithms do not account for these changes and give incorrect results when benchmarked against those measured by well-established flow cytometry, even after batch correction was applied. We introduce PERT, a new probabilistic expression deconvolution method that detects and accounts for a shared, multiplicative perturbation in the reference profiles when performing expression deconvolution. We applied PERT and three other state-of-the-art expression deconvolution methods to predict cell frequencies within heterogeneous human blood samples that were collected under several conditions (uncultured mono-nucleated and lineage-depleted cells, and culture-derived lineage-depleted cells). Only PERT's predicted proportions of the constituent populations matched those assigned by flow cytometry. Genes associated with cell cycle processes were highly enriched among those with the largest predicted expression changes between the cultured and uncultured conditions. We anticipate that PERT will be widely applicable to expression deconvolution strategies that use profiles from reference populations that vary from the corresponding constituent populations in cellular state but not cellular phenotypic identity.


Subject(s)
Fetal Blood/metabolism , Gene Expression Profiling/methods , Algorithms , Flow Cytometry , Humans , Least-Squares Analysis , Likelihood Functions , Oligonucleotide Array Sequence Analysis
9.
Integr Biol (Camb) ; 3(6): 653-62, 2011 Jun.
Article in English | MEDLINE | ID: mdl-21526262

ABSTRACT

Co-culture strategies are foundational in cell biology. These systems, which serve as mimics of in vivo tissue niches, are typically poorly defined in terms of cell ratios, local cues and supportive cell-cell interactions. In the stem cell niche, the ability to screen cell-cell interactions and identify local supportive microenvironments has a broad range of applications in transplantation, tissue engineering and wound healing. We present a microfluidic platform for the high-throughput generation of hydrogel microbeads for cell co-culture. Encapsulation of different cell populations in microgels was achieved by introducing in a microfluidic device two streams of distinct cell suspensions, emulsifying the mixed suspension, and gelling the precursor droplets. The cellular composition in the microgels was controlled by varying the volumetric flow rates of the corresponding streams. We demonstrate one of the applications of the microfluidic method by co-encapsulating factor-dependent and responsive blood progenitor cell lines (MBA2 and M07e cells, respectively) at varying ratios, and show that in-bead paracrine secretion can modulate the viability of the factor dependent cells. Furthermore, we show the application of the method as a tool to screen the impact of specific growth factors on a primary human heterogeneous cell population. Co-encapsulation of IL-3 secreting MBA2 cells with umbilical cord blood cells revealed differential sub-population responsiveness to paracrine signals (CD14+ cells were particularly responsive to locally delivered IL-3). This microfluidic co-culture platform should enable high throughput screening of cell co-culture conditions, leading to new strategies to manipulate cell fate.


Subject(s)
Coculture Techniques/instrumentation , Flow Cytometry/instrumentation , Microfluidic Analytical Techniques/instrumentation , Equipment Design , Equipment Failure Analysis
10.
Mol Syst Biol ; 6: 417, 2010 Oct 05.
Article in English | MEDLINE | ID: mdl-20924352

ABSTRACT

Intercellular (between cell) communication networks maintain homeostasis and coordinate regenerative and developmental cues in multicellular organisms. Despite the importance of intercellular networks in stem cell biology, their rules, structure and molecular components are poorly understood. Herein, we describe the structure and dynamics of intercellular and intracellular networks in a stem cell derived, hierarchically organized tissue using experimental and theoretical analyses of cultured human umbilical cord blood progenitors. By integrating high-throughput molecular profiling, database and literature mining, mechanistic modeling, and cell culture experiments, we show that secreted factor-mediated intercellular communication networks regulate blood stem cell fate decisions. In particular, self-renewal is modulated by a coupled positive-negative intercellular feedback circuit composed of megakaryocyte-derived stimulatory growth factors (VEGF, PDGF, EGF, and serotonin) versus monocyte-derived inhibitory factors (CCL3, CCL4, CXCL10, TGFB2, and TNFSF9). We reconstruct a stem cell intracellular network, and identify PI3K, Raf, Akt, and PLC as functionally distinct signal integration nodes, linking extracellular, and intracellular signaling. This represents the first systematic characterization of how stem cell fate decisions are regulated non-autonomously through lineage-specific interactions with differentiated progeny.


Subject(s)
Cell Communication/physiology , Computational Biology/methods , Hematopoietic Stem Cells/physiology , Analysis of Variance , Cell Differentiation/physiology , Cells, Cultured , Cluster Analysis , Computer Simulation , Data Mining , Fetal Blood/cytology , Gene Expression Profiling , Gene Regulatory Networks , Hematopoietic Stem Cells/cytology , Humans , Intercellular Signaling Peptides and Proteins/physiology , Linear Models , Models, Biological , Signal Transduction
11.
Biotechnol Bioeng ; 103(2): 402-12, 2009 Jun 01.
Article in English | MEDLINE | ID: mdl-19266473

ABSTRACT

An automated delivery system for cell culture applications would permit studying more complex culture strategies and simplify measures taken to expose cells to unstable molecules. We are interested in understanding how intracellular TAT-HOXB4 protein concentration affects hematopoietic stem cell (HSC) fate; however, current manual dosing strategies of this unstable protein are labor intensive and produce wide concentration ranges which may not promote optimal growth. In this study we describe a programmable automated delivery system that was designed to integrate into a clinically relevant, single-use, closed-system bioprocess and facilitate transcription factor delivery studies. The development of a reporter cell assay allowed for kinetic studies to determine the intracellular (1.4 +/- 0.2 h) and extracellular (3.7 +/- 1.8 h and 78 +/- 27 h at 37 degrees C and 4 degrees C, respectively) half-lives of TAT-HOXB4 activity. These kinetic parameters were incorporated into a mathematical model, which was used to predict the dynamic intracellular concentration of TAT-HOXB4 and optimize the delivery of the protein. The automated system was validated for primary cell culture using human peripheral blood patient samples. Significant expansion of human primitive progenitor cells was obtained upon addition of TAT-HOXB4 without user intervention. The delivery system is thus capable of being used as a clinically relevant tool for the exploration and optimization of temporally sensitive stem cell culture systems.


Subject(s)
Automation/methods , Biotechnology/methods , Hematopoietic Stem Cells , Transcription Factors/metabolism , Cells, Cultured , Half-Life , Humans
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