Showing papers by "Mehmet Toner published in 2014"

Ex vivo culture of circulating breast tumor cells for individualized testing of drug susceptibility

Abstract: Circulating tumor cells (CTCs) are present at low concentrations in the peripheral blood of patients with solid tumors. It has been proposed that the isolation, ex vivo culture, and characterization of CTCs may provide an opportunity to noninvasively monitor the changing patterns of drug susceptibility in individual patients as their tumors acquire new mutations. In a proof-of-concept study, we established CTC cultures from six patients with estrogen receptor-positive breast cancer. Three of five CTC lines tested were tumorigenic in mice. Genome sequencing of the CTC lines revealed preexisting mutations in the PIK3CA gene and newly acquired mutations in the estrogen receptor gene (ESR1), PIK3CA gene, and fibroblast growth factor receptor gene (FGFR2), among others. Drug sensitivity testing of CTC lines with multiple mutations revealed potential new therapeutic targets. With optimization of CTC culture conditions, this strategy may help identify the best therapies for individual cancer patients over the course of their disease.

Microfluidic, marker-free isolation of circulating tumor cells from blood samples

Abstract: The ability to isolate and analyze rare circulating tumor cells (CTCs) has the potential to further our understanding of cancer metastasis and enhance the care of cancer patients. In this protocol, we describe the procedure for isolating rare CTCs from blood samples by using tumor antigen–independent microfluidic CTC-iChip technology. The CTC-iChip uses deterministic lateral displacement, inertial focusing and magnetophoresis to sort up to 107 cells/s. By using two-stage magnetophoresis and depletion antibodies against leukocytes, we achieve 3.8-log depletion of white blood cells and a 97% yield of rare cells with a sample processing rate of 8 ml of whole blood/h. The CTC-iChip is compatible with standard cytopathological and RNA-based characterization methods. This protocol describes device production, assembly, blood sample preparation, system setup and the CTC isolation process. Sorting 8 ml of blood sample requires 2 h including setup time, and chip production requires 2–5 d.

Inertial Focusing in Microfluidics

Abstract: When Segre and Silberberg in 1961 witnessed particles in a laminar pipe flow congregating at an annulus in the pipe, scientists were perplexed and spent decades learning why such behavior occurred, finally understanding that it was caused by previously unknown forces on particles in an inertial flow. The advent of microfluidics opened a new realm of possibilities for inertial focusing in the processing of biological fluids and cellular suspensions and created a field that is now rapidly expanding. Over the past five years, inertial focusing has enabled high-throughput, simple, and precise manipulation of bodily fluids for a myriad of applications in point-of-care and clinical diagnostics. This review describes the theoretical developments that have made the field of inertial focusing what it is today and presents the key applications that will make inertial focusing a mainstream technology in the future.

Advancing the speed, sensitivity and accuracy of biomolecular detection using multi-length-scale engineering

Abstract: Rapid progress in identifying disease biomarkers has increased the importance of creating high-performance detection technologies. Over the last decade, the design of many detection platforms has focused on either the nano or micro length scale. Here, we review recent strategies that combine nano- and microscale materials and devices to produce large improvements in detection sensitivity, speed and accuracy, allowing previously undetectable biomarkers to be identified in clinical samples. Microsensors that incorporate nanoscale features can now rapidly detect disease-related nucleic acids expressed in patient samples. New microdevices that separate large clinical samples into nanocompartments allow precise quantitation of analytes, and microfluidic systems that utilize nanoscale binding events can detect rare cancer cells in the bloodstream more accurately than before. These advances will lead to faster and more reliable clinical diagnostic devices.

Brain Tumor Cells in Circulation Are Enriched for Mesenchymal Gene Expression

Abstract: Glioblastoma (GBM) is a highly aggressive brain cancer characterized by local invasion and angiogenic recruitment, yet metastatic dissemination is extremely rare. Here, we adapted a microfluidic device to deplete hematopoietic cells from blood specimens of patients with GBM, uncovering evidence of circulating brain tumor cells (CTCs). Staining and scoring criteria for GBM CTCs were first established using orthotopic patient-derived xenografts (PDX), and then applied clinically: CTCs were identified in at least one blood specimen from 13/33 patients (39%; 26/87 samples). Single GBM CTCs isolated from both patients and mouse PDX models demonstrated enrichment for mesenchymal over neural differentiation markers, compared with primary GBMs. Within primary GBMs, RNA-in-situ hybridization identifies a subpopulation of highly migratory mesenchymal tumor cells, and in a rare patient with disseminated GBM, systemic lesions were exclusively mesenchymal. Thus, a mesenchymal subset of GBM cells invades into the vasculature, and may proliferate outside the brain.

Inertio-elastic focusing of bioparticles in microchannels at high throughput

Abstract: Controlled manipulation of particles from very large volumes of fluid at high throughput is critical for many biomedical, environmental and industrial applications. One promising approach is to use microfluidic technologies that rely on fluid inertia or elasticity to drive lateral migration of particles to stable equilibrium positions in a microchannel. Here, we report on a hydrodynamic approach that enables deterministic focusing of beads, mammalian cells and anisotropic hydrogel particles in a microchannel at extremely high flow rates. We show that on addition of micromolar concentrations of hyaluronic acid, the resulting fluid viscoelasticity can be used to control the focal position of particles at Reynolds numbers up to Re≈10,000 with corresponding flow rates and particle velocities up to 50 ml min−1 and 130 m s−1. This study explores a previously unattained regime of inertio-elastic fluid flow and demonstrates bioparticle focusing at flow rates that are the highest yet achieved. Controlled manipulation of particles from very large volumes of fluid at high throughput is critical for many real-world applications. Here, the authors show bioparticle focusing in a microchannel for a previously unattained regime of inertio-elastic flow at Reynolds numbers up to 10,000.

Collective and individual migration following the epithelial–mesenchymal transition

Abstract: During cancer progression, malignant cells in the tumour invade surrounding tissues. This transformation of adherent cells to a motile phenotype has been associated with the epithelial-mesenchymal transition (EMT). Here, we show that EMT-activated cells migrate through micropillar arrays as a collectively advancing front that scatters individual cells. Individual cells with few neighbours dispersed with fast, straight trajectories, whereas cells that encountered many neighbours migrated collectively with epithelial biomarkers. We modelled these emergent dynamics using a physical analogy to phase transitions during binary-mixture solidification, and validated it using drug perturbations, which revealed that individually migrating cells exhibit diminished chemosensitivity. Our measurements also indicate a degree of phenotypic plasticity as cells interconvert between individual and collective migration. The study of multicellular behaviours with single-cell resolution should enable further quantitative insights into heterogeneous tumour invasion.

Supercooling enables long-term transplantation survival following 4 days of liver preservation

Abstract: The realization of long-term human organ preservation will have groundbreaking effects on the current practice of transplantation. Herein we present a new technique based on subzero nonfreezing preservation and extracorporeal machine perfusion that allows transplantation of rat livers preserved for up to four days, thereby tripling the viable preservation duration.

Bioengineered Implantable Scaffolds as a Tool to Study Stromal-Derived Factors in Metastatic Cancer Models

Abstract: Modeling the hematogenous spread of cancer cells to distant organs poses one of the greatest challenges in the study of human metastasis. Both tumor-cell intrinsic properties as well as interactions with reactive stromal cells contribute to this process, but identification of relevant stromal signals has been hampered by the lack of models allowing characterization of the metastatic niche. Here we describe an implantable bioengineered scaffold, amenable to in vivo imaging, ex vivo manipulation and serial transplantation for the continuous study of human metastasis in mice. Orthotopic or systemic inoculation of tagged human cancer cells into the mouse leads to the release of circulating tumor cells (CTCs) into the vasculature, which seed the scaffold, initiating a metastatic tumor focus. Mouse stromal cells can be readily recovered and profiled, revealing differential expression of cytokines, such as IL-1β, from tumor-bearing versus unseeded scaffolds. Finally, this platform can be used to test the effect of drugs on suppressing initiation of metastatic lesions. This generalizable model to study cancer metastasis may thus identify key stromal-derived factors with important implications for basic and translational cancer research.

Resolving cancer–stroma interfacial signalling and interventions with micropatterned tumour–stromal assays

Abstract: Tumour-stromal interactions are a determining factor in cancer progression. In vivo, the interaction interface is associated with spatially resolved distributions of cancer and stromal phenotypes. Here, we establish a micropatterned tumour-stromal assay (μTSA) with laser capture microdissection to control the location of co-cultured cells and analyse bulk and interfacial tumour-stromal signalling in driving cancer progression. μTSA reveals a spatial distribution of phenotypes in concordance with human oestrogen receptor-positive (ER+) breast cancer samples, and heterogeneous drug activity relative to the tumour-stroma interface. Specifically, an unknown mechanism of reversine is shown in targeting tumour-stromal interfacial interactions using ER+ MCF-7 breast cancer and bone marrow-derived stromal cells. Reversine suppresses MCF-7 tumour growth and bone metastasis in vivo by reducing tumour stromalization including collagen deposition and recruitment of activated stromal cells. This study advocates μTSA as a platform for studying tumour microenvironmental interactions and cancer field effects with applications in drug discovery and development.

Inertio-elastic focusing of bioparticles in microchannels at high throughput

Abstract: National Institute for Biomedical Imaging and Bioengineering (U.S.) (P41 BioMicroElectroMechanical Systems Resource Center)

Live Pups from Evaporatively Dried Mouse Sperm Stored at Ambient Temperature for up to 2 Years

Abstract: The purpose of this study is to develop a mouse sperm preservation method based on evaporative drying. Mouse sperm were evaporatively dried and stored at 4°C and ambient temperature for 3 months to 2 years. Upon rehydration, a single sperm was injected into a mature oocyte to develop into a blastocyst after culture or a live birth after embryo transfer to a recipient female. For the samples stored at 4°C for 3, 6, 12, 18, and 24 months, the blastocyst formation rate was 61.5%, 49.1%, 31.5%, 32.2%, and 41.4%, respectively. The blastocyst rate for those stored at ambient temperature (∼22°C) for 3, 6, 12, and 18 months was 57.8%, 36.2%, 33.6%, and 34.4%, respectively. Fifteen, eight and three live pups were produced from sperm stored at room temperature for 12, 18, and 24 months, respectively. This is the first report of live offspring produced from dried mouse sperm stored at ambient temperature for up to 2 years. Based on these results, we suggest that evaporative drying is a potentially useful method for the routine preservation of mouse sperm.

Microfluidic methods and systems for isolating particle clusters

Abstract: The invention relates to microfluidic methods and devices that include a substrate defining an inlet and an outlet, a set of structures arranged on the substrate between the inlet and the outlet to form multiple particle cluster capture zones, in which each particle cluster capture zone includes a subset of the structures that define an input flow path that is divided equally into two output flow paths by a dividing barrier of one of the structures in the particle cluster capture zone, and multiple microfluidic channels defined on the substrate to direct fluid from the inlet to the input flow paths of the particle cluster capture zones and from the output flow paths of the particle cluster capture zones to the outlet.

Selective capture and release of rare mammalian cells using photodegradable hydrogels in a microfluidic platform

Abstract: Disclosed herein are photodegradable hydrogels and associated kits for selectively capturing and releasing cells. The hydrogels result from cross linking in the presence of a photoinitiator (1) a macromer having a polymeric backbone structure, a photo labile moiety, and a first linking moiety, and (2) a cell-binding moiety having a second linking moiety. These two components are cross-linked by a polymerization reaction of the linking moieties to form a photodegradable hydrogel incorporating the cell-binding moiety within the hydrogel. Also disclosed are methods of making the hydrogels, and methods of using the hydrogels for selectively capturing and releasing cells and for detecting cells in a fluid. Such methods can be used to detect the presence and quantity of certain rare cell types in a biological fluid.

Capture and release of particles from liquid samples

Abstract: Systems, methods, and devices for selective capture and release of target particles, e.g., living cells, from liquid samples, e.g., blood, are provided. The particle capture systems include a substrate; a first layer of gelatin bound to the substrate by physical adsorption, wherein the gelatin is functionalized with a plurality of first members of a binding pair; a second layer of gelatin wherein the gelatin is functionalized with a plurality of the first members of the binding pair and the second layer is bound to the first layer via a plurality of second members of the binding pair that are associated with the first members of the binding pair on both the first and the second layers; and a plurality of nanostructures bound to the second members of the binding pair and to one or more particle-binding moieties that selectively bind to the target particles.

Abstract NG04: Diversity of circulating tumor cells in a mouse pancreatic cancer model identified by single cell RNA sequencing

Abstract: Pancreatic ductal adenocarcinoma (PDAC) is one of the most lethal adult malignancy due to the propensity of this disease to metastasize. Circulating tumor cells (CTCs) are thought to be enriched for cells with metastatic potential and their characterization offers a means to understand the biological underpinnings of the distal spread of cancer. However, CTCs are rare cells in the blood and their isolation has posed a signifcant technological challenge. Multiple platforms have emerged in capturing these cells with most relying on a positive antibody based selection process (e.g. EpCAM). Our initial molecular characterization of pancreatic CTCs in the genetically engineered LSL-KrasG12D, Trp53flox/flox or +, Pdx1-Cre (KPC) mouse model utilized a microfluidic anti-EpCAM device followed by RNA sequencing to identify aberrant non-canonical WNT signaling in CTC populations (Yu M*, Ting DT*, et al. Nature 2012). Wnt2 was found to increase metastatic potential by enhancing anoikis resistance, a requirement of CTC survival, through activation of Tak1 kinase. However, this study was limited in only providing a partial CTC signature given the variable purity of these purified cell populations and analysis of bulk CTC populations could not provide the resolution to truly assess heterogeneity of these cells. Furthermore, a recent study has shown that cells from the mouse model may disseminate into circulation at an early point in PDAC development through epithelial-to-mesenchymal transition (EMT), which would generate CTCs with very low EpCAM expression and therefore would be missed in an EpCAM based capture device (Rhim AD et al. Cell 2012). We have overcome these barriers by employing a novel microfluidic isolation device to capture high numbers of CTCs that can be isolated as single cells (Ozkumur E*, Shah AM*, et al. Science Translational Medicine 2013). This device achieves high efficiency negative depletion of normal blood cells providing an enriched population of CTCs in solution that are not biased by a particular extracellular epitope and without any antibody interactions that could affect expression profiles. This has provided a method to truly understand the key transcriptional programs that differentiate CTCs from their primary tumors on an isogenic mouse background. Five tumor-bearing KPC mice generated a total of 168 single CTCs that were morphologically intact and subjected to a modified single cell RNA sequencing protocol (Tang F et al., Nature Protocols 2010). A total of 75 (45%) of these single CTCs were of sufficient quality for RNA sequencing indicating that the majority (55%) of intact CTCs selected likely had lost viability in the process of hematogenous transit. Single cell RNA-sequencing was also performed on 12 normal leukocytes (WBCs) from a control mouse, 12 mouse embryonic fibroblasts (MEFs), 16 single cells from the mouse NB508 pancreatic cancer cell line, and 34 (min 8 replicates) samples from primary tumors matched to the CTCs. Unsupervised hierarchical clustering of single cell samples demonstrated clear separation of MEFs, the NB508 pancreatic cancer cell line, and normal WBCs supporting the technical validity of the sequencing approach. Analysis of candidate CTCs identified three major CTC clusters, which were all distinct form matched primary tumors as well as from the NB508 cancer cell line. The must abundant CTC cluster comprised 41 of 75 cells (55%) and was defined by presence of epithelial markers (Krt7, Krt8, Krt18, Krt19) consistent with a “classical” CTC phenotype (CTC-c). The second CTC cluster was defined by enrichment of platelet markers CD41 (Itga2b) and CD61 (Itgb3) (CTC-plt) and a third having enrichment of cellular proliferation genes including Mki67 (CTC-pro). Single cell heterogeneity was assessed by intra-cluster correlation coeffficients, where lower values reflect higher heterogeneity. Not surprisingly, single cell heterogeneity was much higher in CTCs (mean correlation coefficient 0.42, 95% CI 0.36-0.47) compared to cancer cell lines (mean 0.86, 95% CI 0.80-0.91, p-value 1.2 x 10-15), but was notably similar comparing CTCs to single primary tumor cells (mean 0.38, 95% CI 0.28-0.47). Focusing on the dominant CTC-c cells, we used a non-parametric differential gene expression analysis including a rank product (RP) methodology suitable for large variations in absolute transcript levels found in single cell expression data (Breitling R et al. FEBS Letters 2004). Using a stringent FDR of ≤ 0.01, CTC-c cells had 878 genes with increased expression and 774 genes with reduced expression when compared with matched primary tumors. CTC-c cells were enriched for MAPK, as well as WNT, TGF-β, Neurotrophin, Toll-like receptor, and B-cell receptor signaling pathways. Analysis of a panel of EMT genes with significant differential expression revealed that CTC-c cells were in a biphenotypic state with universal loss of the epithelial markers E-cadherin (Cdh1) and Muc1, while the mesenchymal genes Cdh11 and Vim were found to be expressed much more heterogeneously amongst individual CTCs. Proposed pancreatic cancer stem cell genes were also evaluated and the Aldh1a1 and Aldh1a2 genes were found to be significantly enriched in CTC-c. Expression of both Aldh1a1 and Aldh1a2 in matched primary tumors was done through RNA in situ hybridization (RNA-ISH) revealing a heterogeneous distribution of these stem cell genes in both the stromal and epithelial compartments of the tumor. This highlighted the potential relevance of these stem cell markers in tumor cells dynamically shifting between epithelial and non-epithelial states. To provide further insight into the potential region from which CTCs emanate from the primary tumor, we selected the most highly enriched CTC transcripts found in ≥ 90% of all classical CTCs. Three genes met these criteria, which were decorin (Dcn), insulin-like growth factor binding protein 5 (Igfbp5), and Kruppel-like factor 4 (Klf4). Each of these genes has been previously implicated in pancreatic cancer development and were evaluated by RNA-ISH in primary tumor specimens to determine if they colocalized in particular tumor cells. Dcn is an extracellular matrix proteoglycan known to be expressed in a wide range of tumor stroma and by RNA-ISH was found primarily in the stromal elements of the tumor. However, both Igfbp5 and Klf4 were found to be focally expressed in cells at the epithelial-stromal interface. Although these genes are co-expressed in a minority of primary tumor cells, they are co-expressed at high levels in 85% of all classical CTCs. Together with the mixed epithelial/mesenchymal marks and enrichment of Aldh1a2 cells in stromal elements, these data point to the majority of viable CTCs emanating from the epithelial/stromal interface. In summary, we have successfully purified individual pancreatic CTCs using a novel microfluidic device and provided the first comprehensive single cell transcriptome analysis of these rare but exceptional cells. Three major classes of CTCs have been identified that would not have been possible without a single cell approach and we have characterized the major pathways that define these different subsets. The most abundant CTCs were found to have robust expression of keratin genes and are defined by a mixed E/M state with enrichment of Aldh1a1 and Aldh1a2 stem cell genes. These classical CTCs are marked by the co-expression of Igfbp5 and Klf4, which appear to localize to the epithelial-stromal interface in primary tumors. Ultimately, CTC cultures and functional testing will determine the contribution of these genes to CTC metastatic potential. This deep analysis of CTCs at single cell resolution has provided new biological insight into the metastatic cascade that will inform the development of novel therapies to treat this deadly disease. Citation Format: David T. Ting, Ben S. Wittner, Ajay M. Shah, David T. Miyamoto, Brian W. Brannigan, Kristina Xega, Jordan Ciciliano, Olivia C. MacKenzie, Julie Trautwein, Mohammad Shahid, Haley L. Ellis, Na Qu, Nabeel Bardeesy, Miguel N. Rivera, Ravi Kapur, Sridhar Ramaswamy, Toshi Shioda, Mehmet Toner, Shyamala Maheswaran, Daniel A. Haber. Diversity of circulating tumor cells in a mouse pancreatic cancer model identified by single cell RNA sequencing. [abstract]. In: Proceedings of the 105th Annual Meeting of the American Association for Cancer Research; 2014 Apr 5-9; San Diego, CA. Philadelphia (PA): AACR; Cancer Res 2014;74(19 Suppl):Abstract nr NG04. doi:10.1158/1538-7445.AM2014-NG04

Abstract 4004: Molecular characterization of circulating glioblastoma cells identifies a mesenchymal-like tumor cell subpopulation

Abstract: Glioblastoma (GBM), the most common and aggressive form of glioma, is often heterogeneous, diffusely invasive and hypervascularized. Despite being aggressive, extracranial metastases are rare, suggesting constraints on hematologic dissemination or distant survival of primary GBM cells. We recently developed a novel microfluidic device, termed the CTC-iChip, for efficient, antigen agnostic capture of rare circulating tumor cells (CTCs). Using the CTC-iChip, we set out to determine whether GBM cells can be detected in the blood of mice using two orthotopic xenograft models representing diffuse (GBM8) and focal (GBM24) GBM. CTCs were identified in 5/11 and 2/5 mice bearing GBM8 and GBM24 xenografts, respectively. CTC numbers did not correlate with tumor size or latency. We then expanded our analysis to patients and identified CTCs in 12/38 GBM patients with a median 5.3 cells per ml (range: 0 to 48.2 cells per ml). To understand the molecular characteristics of GBM CTCs, we analyzed the expression of 49 GBM-specific and stem cell transcripts in single GBM CTCs from both mouse xenografts models as well as GBM patients. The expression of mesenchymal gene transcripts including VIM, TGFBR2, TGFB, and SERPINE1 was elevated in CTCs compared with cultured cells and matched primary tumor cells. Moreover, CTCs exhibited lower proliferative indices and decreased neural lineage transcripts. To determine the pathophysiologic significance of this expression profile and the prospective origin of GBM CTCs, RNA-ISH was performed on xenografts and patient tumor samples. In the highly migratory GBM8 xenograft model, broad tumor cell expression of CTC/mesenchymal transcripts was observed. However, in the GBM24 focal tumor growth model, CTC/mesenchymal gene transcripts were predominantly expressed in regions of tumor invasion, migration along fiber tracts, and around regions of necrosis. Similarly, RNA-ISH analysis of 6 GBM patient tumors revealed prominent expression of CTC/mesenchymal genes in peri-necrotic and migratory pseudopalisading cells. Finally, RNA-ISH analysis of a rare case of metastatic GBM revealed a significant enrichment of GBM/mesenchymal gene expressing tumor cells within lung and lymph node metastases. Taken together, these data provide the first evidence for the hematologic circulation of GBM cells and reveal the involvement of mesenchymal features in the pathophysiology of malignant brain tumors. Citation Format: James P. Sullivan, Brian V. Nahed, Andrew S. Chi, Marissa N. Madden, Samantha M. Oliveira, Simeon Springer, Hiroaki Wakimoto, Deepak Bhere, Khalid Shah, Phil Spuhler, Ajay M. Shah, David N. Louis, Mehmet Toner, Shyamala Maheswaran, Daniel A. Haber. Molecular characterization of circulating glioblastoma cells identifies a mesenchymal-like tumor cell subpopulation. [abstract]. In: Proceedings of the 105th Annual Meeting of the American Association for Cancer Research; 2014 Apr 5-9; San Diego, CA. Philadelphia (PA): AACR; Cancer Res 2014;74(19 Suppl):Abstract nr 4004. doi:10.1158/1538-7445.AM2014-4004