Multiple myeloma (MM), a cancer of bone marrow plasma cells, is the second-most common hematological malignancy. However, despite immunotherapies like chimeric antigen receptor (CAR)-T cells, relapse is nearly universal. The bone marrow (BM) microenvironment influences how MM cells survive, proliferate, and resist treatment. Yet, it is unclear which BM niches give rise to MM pathophysiology. Here, we present a 3D microvascularized culture system, which models the endosteal and perivascular bone marrow niches, allowing us to study MM-stroma interactions in the BM niche and model responses to therapeutic CAR-T cells. We demonstrated the prolonged survival of cell line-based and patient-derived multiple myeloma cells within our in vitro system and successfully perfused in donor-matched CAR-T cells. We then measured T cell survival, differentiation, and cytotoxicity against MM cells using a variety of analysis techniques. Our MM-on-a-chip system could elucidate the role of the BM microenvironment in MM survival and therapeutic evasion and inform the rational design of next-generation therapeutics.
Bone marrow aspirations are pivotal for diagnosing and monitoring various hematological conditions, including cancers. However, a significant portion (10%-50%) of aspirations yield suboptimal or inadequate diagnostic material. The difficulty and scarcity of bedside adequacy assessment strategies further exacerbate the challenges in this procedure, which can consequently lead to delays in diagnosis and treatment, among other complications. To address this unmet clinical need, we apply deep UV microscopy, a real-time, low-cost, label-free molecular imaging technology that recapitulates the appearance of Giemsa stains. We present results from a prospective clinical study comprising 51 pediatric oncology patients, where the deep UV images of unstained bone marrow aspirate smears are evaluated and compared with the clinical standard of care (a hematopathologist inspection of the same slides after Giemsa staining). Results show that both real-time visual UV inspection and an automated classification algorithm applied to the unstained deep UV images achieve accurate adequacy assessment, with accuracies of 94.1% and 95.7%, respectively. Additionally, we demonstrate whole-slide imaging of bone marrow aspirate smears using a compact and low-cost deep UV microscope that is well suited for point-of-care use. Together, this work has significant implications for improving bone marrow aspirations and the clinical management of many hematological patients. (c) 2025 United States & Canadian Academy of Pathology. Published by Elsevier Inc. All rights are reserved, including those for text and data mining, AI training, and similar technologies.
Background aims Biomanufacturing of cell therapies involves highly complex and labor-intensive processes, where process parameters and biological variabilities can significantly influence product quality, reproducibility and therapeutic efficacy. Here, we developed a vertical wheel-based bioreactor platform with automated controls and in-line process analytical technologies (PAT) to demonstrate successful closed-system T cell biomanufacturing. Methods By identifying the critical process parameters (CPP), a process development strategy was optimized for expanding primary human unmodified and chimeric antigen receptor (CAR) T cells using multiple activation systems, including degradable microscaffolds. Results Spent media analysis combined with symbolic regression identified CPPs, which were validated through small-scale experiments and large-scale expansions in the bioreactor platform. Closed-loop automation with analytics such as real-time imaging also was integrated into the bioreactor platform for continuous monitoring and process control. Conclusions This integrated bioreactor platform provides a proof-of-concept design for multiplexed PAT integration, process optimization and feedback-controlled intelligent automation to enable discovery, monitoring and control of critical quality attributes and critical process parameters for cell therapy manufacturing.
Hyperleukocytosis is an emergency of acute leukemia leading to blood hyperviscosity, potentially resulting in life-threatening microvascular obstruction, or leukostasis. Due to the high number of red cells in the circulation, hematocrit/hemoglobin levels (Hct/Hgb) are major drivers of blood viscosity, but how Hct/Hgb mediates hyperviscosity in acute leukemia remains unknown. In vivo hemorheological studies are difficult to conduct and interpret due to issues related to visualizing and manipulating the microvasculature. To that end, a multi-vessel microfluidic device recapitulating the size-scale and geometry of the microvasculature was designed to investigate how Hct/Hgb interacts with acute leukemia to induce "in vitro" leukostasis. Using patient samples and cell lines, the degree of leukostasis was different among leukemia immunophenotypes with respect to white blood cell (WBC) count and Hct/Hgb. Among lymphoid immunophenotypes, severe anemia is protective against in vitro leukostasis and Hct/Hgb thresholds became apparent above which in vitro leukostasis significantly increased, to a greater extent with B-cell acute lymphoblastic leukemia (ALL) versus T-cell ALL. In vitro leukostasis in acute myeloid leukemia was primarily driven by WBC with little interaction with Hct/Hgb. This sets the stage for prospective clinical studies assessing how red cell transfusion may affect leukostasis risk in immunophenotypically different acute leukemia patients.
Hyperleukocytosis is an emergency of acute leukemia leading to blood hyperviscosity, potentially resulting in life-threatening microvascular obstruction, or leukostasis. Due to the high number of red cells in the circulation, hematocrit/hemoglobin levels (Hct/Hgb) are major drivers of blood viscosity, but how Hct/Hgb mediates hyperviscosity in acute leukemia remains unknown. In vivo hemorheological studies are difficult to conduct and interpret due to issues related to visualizing and manipulating the microvasculature. To that end, a multi-vessel microfluidic device recapitulating the size-scale and geometry of the microvasculature was designed to investigate how Hct/Hgb interacts with acute leukemia to induce “in vitro” leukostasis. Using patient samples and cell lines, the degree of leukostasis was different among leukemia immunophenotypes with respect to white blood cell (WBC) count and Hct/Hgb. Among lymphoid immunophenotypes, severe anemia is protective against in vitro leukostasis and Hct/Hgb thresholds became apparent above which in vitro leukostasis significantly increased, to a greater extent with B-cell acute lymphoblastic leukemia (ALL) versus T-cell ALL. In vitro leukostasis in acute myeloid leukemia was primarily driven by WBC with little interaction with Hct/Hgb. This sets the stage for prospective clinical studies assessing how red cell transfusion may affect leukostasis risk in immunophenotypically different acute leukemia patients.
Hyperleukocytosis, most commonly defined as a white blood cell (WBC) count > 100,000/μL, is an oncologic emergency in acute leukemia that can lead to leukostasis, which occurs when leukemia cells obstruct the microvasculature resulting in significant morbidity and mortality from neurologic (CNS hemorrhage, thrombosis) or pulmonary (respiratory distress, hypoxia) symptoms. The underlying mechanisms are poorly understood but are thought to be related to increased blood viscosity, secondary to high WBC count, leukemia cell aggregation, and the abnormal mechanical properties, size, and cell-cell interactions of leukemia cells. Leukapheresis is a commonly used therapy for rapid cytoreduction in symptomatic patients, but the procedure is not without risks. No existing methods reliably predict leukostasis or guide treatment including the commonly used WBC count, which only loosely correlates with leukostasis and does not accurately describe the blood viscosity at the microvascular level. Importantly, while hematocrit/hemoglobin levels (Hgb) are known to be major contributors to blood viscosity, they have not been systematically assessed in leukostasis risk, and Hgb often decreases as leukemic cell counts rise, complicating the issue. Incorporating Hgb levels may better predict leukostasis and assist physicians balancing the risk of hyperleukocytosis compared to the interventions themselves. To that end, we investigated how the differing presentations of acute leukemia lead to microvessel occlusion, thereby affecting effective blood viscosity at the microvascular level using "microvasculature-on-a-chip" devices that mimic the microvascular geometry (Figure 1) developed by our laboratory. This physiologically relevant microvascular model allows for in vitro investigation as in vivo studies are nearly impossible due to difficulty in visualizing and manipulating the animal microvasculature and cell counts. The devices were microfabricated using polydimethylsiloxane (PDMS). Acute T-cell lymphoblastic (Jurkat) and acute monocytic (THP-1) cell lines were maintained via standard cell culture conditions. Red cells from healthy donors were isolated and mixed with leukemia cells to achieve target Hgb and WBC levels. Various physiologic leukemia "mixtures" were then perfused under physiologic microcirculatory flow conditions through the microvascular device and microchannels occlusion was tracked via videomicroscopy (Figure 2). With T-cell leukemia, Hgb levels affected the risk of "in vitro leukostasis." Specifically, with severe anemia and WBC count less than the hyperleukocytosis range, time to microchannel occlusion was longer, and was more dependent on Hgb rather than WBC count. However, in cases with severe anemia and WBC counts > 100k/μL, WBC count exhibited a stronger effect on occlusion with little dependence on Hgb (Figure 3). At Hgb > 8g/dL, microchannel occlusion was dependent on WBC count regardless of hyperleukocytosis or not. In contrast, our data to date shows that with myeloid leukemia, in vitro leukostasis is not associated with Hgb levels, and is consistent with how myeloid leukemias in vivo cause leukostasis symptoms at lower WBC counts than lymphoid leukemias, not only due to size but also adhesive interactions. These data suggest when determining risk for leukostasis, WBC count should not be the sole determinant. Here we show Hgb levels affect microvascular blood viscosity and propensity for microvascular occlusion, but it appears to have a greater impact with T-cell leukemias versus myeloid leukemias (Figure 4). These studies indicate Hgb is an important clinical parameter for leukostasis risk in acute leukemia and will help inform guidelines for leukapheresis and even phlebotomy, a much simpler and safer procedure, to mitigate hyperviscosity in acute leukemia. These results can also impact decisions regarding the need for red blood cell transfusions, which iatrogenically increase blood viscosity. Studies incorporating patient myeloid and lymphoid leukemia cells and microvasculature-on-chip devices integrating live endothelium to assess leukemia cell adhesion are ongoing. Figure Disclosures Lam: Sanguina, Inc: Current equity holder in private company.
Lentiviral vectors enable gene transfer into target cells, but manufacturing is complex, scale-limited, and costly. Here, we describe the use of microfluidic devices for efficient ex vivo gene transfer. Up to four- to fivefold reductions in viral vector usage and two- to fourfold reductions in transduction times can be obtained by using this method.
This paper reports on the design, simulation, fabrication and characterization of a bio-inspired angular accelerometer. The sensor mimics the semicircular canals in mammalian vestibular systems. The device pairs a fluid-filled microtorus with a thermal detection principle based on thermal convection. The micro torus is intersected by a set of heaters surrounded with temperature detectors on either side, which sense a temperature profile asymmetry upon applied angular acceleration. The device fabrication is based on a two-mask process. Proper arrangement of four resistive temperature sensors in a Wheatstone bridge reduces the impact of heater-induced buoyancy effects. The toroidal microchannel results in inherent geometric linear acceleration insensitivity. The sensor demonstrates a sensitivity of 124 mu V/deg/s(2) for in-plane angular acceleration, two orders of magnitude suppression of cross-axis angular accelerations, three orders of magnitude suppression of linear accelerations, and a test setup limited dynamic range of +/- 2000 deg/s(2) at 1 Hz. (C) 2018 Elsevier B.V. All rights reserved.
Hemostasis encompasses an ensemble of interactions among platelets, coagulation factors, blood cells, endothelium, and hemodynamic forces, but current assays assess only isolated aspects of this complex process. Accordingly, here we develop a comprehensive in vitro mechanical injury bleeding model comprising an “endothelialized” microfluidic system coupled with a microengineered pneumatic valve that induces a vascular “injury”. With perfusion of whole blood, hemostatic plug formation is visualized and “in vitro bleeding time” is measured. We investigate the interaction of different components of hemostasis, gaining insight into several unresolved hematologic issues. Specifically, we visualize and quantitatively demonstrate: the effect of anti-platelet agent on clot contraction and hemostatic plug formation, that von Willebrand factor is essential for hemostasis at high shear, that hemophilia A blood confers unstable hemostatic plug formation and altered fibrin architecture, and the importance of endothelial phosphatidylserine in hemostasis. These results establish the versatility and clinical utility of our microfluidic bleeding model.
Alterations in the mechanical properties of erythrocytes occurring in inflammatory and haematological disorders such as sickle-cell disease (SCD) and malaria often lead to increased endothelial permeability, haemolysis and microvascular obstruction. However, the associations among these pathological phenomena remain unknown. Here, we show that a perfusable, endothelialized microvasculature-on-a-chip featuring an interpenetrating-polymer-network hydrogel that recapitulates the stiffness of blood vessel intima, basement membrane self-deposition and self-healing endothelial barrier function for longer than one month enables the real-time visualization, with high spatiotemporal resolution, of microvascular obstruction and endothelial permeability under physiological flow conditions. We found that extracellular haem—a haemolytic by-product—induces delayed yet reversible endothelial permeability in a dose-dependent manner, and demonstrate that endothelial interactions with SCD or malaria-infected erythrocytes cause reversible microchannel occlusion and increased in situ endothelial permeability. The microvasculature-on-a-chip enables mechanistic insight into the endothelial barrier dysfunction associated with SCD, malaria and other inflammatory and haematological diseases.
Ex vivo gene therapy using lentiviral vectors (LVs) is a proven approach to treat and potentially cure many hematologic disorders and malignancies but remains stymied by cumbersome, cost-prohibitive, and scale-limited production processes that cannot meet the demands of current clinical protocols for widespread clinical utilization. However, limitations in LV manufacture coupled with inefficient transduction protocols requiring significant excess amounts of vector currently limit widespread implementation. Herein, we describe a microfluidic, mass transport-based approach that overcomes the diffusion limitations of current transduction platforms to enhance LV gene transfer kinetics and efficiency. This novel ex vivo LV transduction platform is flexible in design, easy to use, scalable, and compatible with standard cell transduction reagents and LV preparations. Using hematopoietic cell lines, primary human T cells, primary hematopoietic stem and progenitor cells (HSPCs) of both murine (Sca-1+) and human (CD34+) origin, microfluidic transduction using clinically processed LVs occurs up to 5-fold faster and requires as little as one-twentieth of LV. As an in vivo validation of the microfluidic-based transduction technology, HSPC gene therapy was performed in hemophilia A mice using limiting amounts of LV. Compared to the standard static well-based transduction protocols, only animals transplanted with microfluidic-transduced cells displayed clotting levels restored to normal.
A high-throughput hydrogel-based platelet-contraction cytometer is able to quantify single-platelet contraction forces and may function as a clinical diagnostic biophysical biomarker. Haemostasis occurs at sites of vascular injury, where flowing blood forms a clot, a dynamic and heterogeneous fibrin-based biomaterial. Paramount in the clot’s capability to stem haemorrhage are its changing mechanical properties, the major drivers of which are the contractile forces exerted by platelets against the fibrin scaffold1. However, how platelets transduce microenvironmental cues to mediate contraction and alter clot mechanics is unknown. This is clinically relevant, as overly softened and stiffened clots are associated with bleeding2 and thrombotic disorders3. Here, we report a high-throughput hydrogel-based platelet-contraction cytometer that quantifies single-platelet contraction forces in different clot microenvironments. We also show that platelets, via the Rho/ROCK pathway, synergistically couple mechanical and biochemical inputs to mediate contraction. Moreover, highly contractile platelet subpopulations present in healthy controls are conspicuously absent in a subset of patients with undiagnosed bleeding disorders, and therefore may function as a clinical diagnostic biophysical biomarker.
Although the biology of platelet adhesion on subendothelial matrix after vascular injury is well characterized, how the matrix biophysical properties affect platelet physiology is unknown. Here we demonstrate that geometric orientation of the matrix itself regulates platelet α-granule secretion, a key component of platelet activation. Using protein microcontact printing, we show that platelets spread beyond the geometric constraints of fibrinogen or collagen micropatterns with <5-µm features. Interestingly, α-granule exocytosis and deposition of the α-granule contents such as fibrinogen and fibronectin were primarily observed in those areas of platelet extension beyond the matrix protein micropatterns. This enables platelets to "self-deposit" additional matrix, provide more cellular membrane to extend spreading, and reinforce platelet-platelet connections. Mechanistically, this phenomenon is mediated by actin polymerization, Rac1 activation, and αIIbβ3 integrin redistribution and activation, and is attenuated in gray platelet syndrome platelets, which lack α-granules, and Wiskott-Aldrich syndrome platelets, which have cytoskeletal defects. Overall, these studies demonstrate how platelets transduce geometric cues of the underlying matrix geometry into intracellular signals to extend spreading, which endows platelets spatial flexibility when spreading onto small sites of exposed subendothelium.
Background: Recent clinical trials have demonstrated the efficacy and safety of gene therapy utilizing HIV-derived lentiviral vectors (LVs) for blood disorders. However, the LV requirements and clinical ex vivo cell transduction protocols used in these studies exposes the limitations of the technology and beckons the need for improved LV manufacturing and clinical transduction efficiency. Many methods have been devised to enhance efficiency, although none have circumvented the exorbitant amounts of virus required to achieve therapeutic HSC transduction. Furthermore, prolonged ex vivo cell culture is necessary to achieve sufficient transduction despite exposure to toxic byproducts of LV production. To that end, we developed a novel, scalable microfluidic for clinical LV transduction that leverages mass transfer principles to significantly reduce the amount of LV required to achieve therapeutic levels of gene transfer and transduction time by more efficiently exposing cells to virus.
Abstract Background: Disruption of red blood cell (RBC) volume regulation and water homeostasis is a major component of sickle cell pathophysiology. As such, hydration is a mainstay of prevention and treatment of vaso-occlusive crises (VOC) in patients with sickle cell disease (SCD). However, evidence for guiding clinicians' choice for intravenous (IV) fluid hydration in the acute setting is lacking (Okomo, Coch Data Syst Rev, 2012). Pediatric hematologists typically discourage rapid infusion of hypotonic fluid given the risk of hyponatremia, although such fluids as 5% dextrose with 34meq/L or 77meq/L sodium are often used after stabilizing various acute clinical situations relevant to SCD. Although altered sodium concentration and osmolarity have been shown to affect erythrocyte swelling and rheology, dextrose-containing fluids used clinically such as D5 ¼ and D5 ½ normal saline (NS), have not been studied (Reinhart et al., Mic Res, 2015; Hijiya et al., J Lab Clin Med, 1991). To those ends, we sought to investigate the effect of different clinically relevant IV fluid formulations on normal and sickle RBC stiffness and deformability. Methods: Fresh blood was obtained from healthy volunteers and patients with sickle cell anemia (SS) on hydroxyurea and not transfused for at least 100 days. Sterile, clinical grade fluids stored at room temperature were used for the experiments (Baxter, Figure 1A). Our laboratory has previously published a description of a microfluidic device comprised of multiple parallel microchannels 5μm wide recapitulating the in vivo geometry of capillaries (Rosenbluth et al., Lab Chip, 2008). This microvasculature-on-a-chip enables measurements of single-RBC transit times, which correlate with cell stiffness (Figure 1B,C). For the transit time experiments, a master silicon wafer was used to mold the microfluidic channels out of polydimethylsiloxane (PDMS) silicone. Centrifuged RBCs were washed with phosphate-buffered saline (PBS) and then diluted to 0.5% hematocrit (HCT) in the various fluids prior to flow. Cell suspensions were perfused into a microfluidic device pre-coated with 2% bovine serum albumin (BSA) at an average linear flow rate of 0.50 mm s-1 in the smallest channels with a syringe pump (Harvard Apparatus) and then imaged at 20x at 20 frames per second. Images were recorded for future analysis. For the experiments assessing RBC shape, washed RBCs were diluted with PBS to 0.5% HCT and imaged at 40x in plastic wells at time 0. PBS was removed and 100 μL of each clinical fluid formulation was added to the wells and images were then obtained over time. RBC circularity was calculated using custom-written scripts in Matlab (Figure 1D). Results: RBC transit times in both healthy and sickle blood were affected by osmolarity and the various solute concentrations (Figures 2A,B). Transit times of sickle RBCs in all IV fluid formulations were significantly higher, over 10 times, than that of RBCs from healthy donors. Transit times for both healthy and sickle donors were least in the D5 ¼ NS solution. Of note, sickle RBC transit time was greatest in the NS solution. Sickle RBC circularity also changed with solute concentration and osmolarity with statistical significance (Figure 2C). Cells with the highest change in circularity from baseline were also those exposed to the D5 ¼ NS solution. Conclusion: Our results suggest the stiffness of sickle RBCs is affected by different formulations of clinical IV fluids. Increased transit time of sickle RBCs in NS through our device may in part be explained by the decreased circularity, indicating that RBCs adopt more irregular shapes in this fluid. This, in turn, could lead to increased propensity of microchannel obstruction. Although the exact mechanisms are unclear, this begs the question of whether NS is an appropriate choice for initial fluid resuscitation for VOC and other SCD-related complications as it could exacerbate the already high stiffness and shape irregularity of sickle RBCs, further increasing microvascular occlusion. As these in vitro results have significant clinical implications, ongoing experiments involve investigating how these fluid-dependent effects may alter sickle RBC adhesion in 'endothelialized' microfluidic devices, how different oxygen tensions affect these fluid-mediated effects, potential differences on and off of hydroxyurea, and the underlying mechanisms of this IV fluid formulation-dependent effect. Disclosures No relevant conflicts of interest to declare.
During clot formation, platelets are subjected to various different signals and cues as they dynamically interact with extracellular matrix proteins such as von Willebrand factor (vWF), fibrin(ogen) and collagen. While the downstream signaling of platelet-ligand interactions is well-characterized, biophysical cues, such as hydrodynamic forces and mechanical stiffness of the underlying substrate, also mediate these interactions and affect the binding kinetics of platelets to these proteins. Recent studies have observed that, similar to nucleated cells, platelets mechanosense their microenvironment and exhibit dynamic physiologic responses to biophysical cues. This review discusses how platelet mechanosensing is affected by the hydrodynamic forces that dictate vWF-platelet interactions and fibrin polymerization and network formation. The similarities and differences in mechanosensing between platelets and nucleated cells and integrin-mediated platelet mechanosensing on both fibrin(ogen) and collagen are then reviewed. Further studies investigating how platelets interact with the mechanical microenvironment will improve our overall understanding of the hemostatic process.