Person: Stott, Shannon
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Publication RNA Sequencing of Pancreatic Circulating Tumour Cells Implicates WNT Signaling in Metastasis
(2012) Yu, Min; Ting, David; Stott, Shannon; Wittner, Ben; Ozsolak, Fatih; Paul, S.; Ciciliano, Jordan C.; Smas, Malgorzata E.; Winokur, Daniel; Gilman, Anna J.; Ulman, Matthew J.; Xega, Kristina; Contino, Gianmarco; Alagesan, Brinda; Brannigan, Brian W.; Milos, Patrice M.; Ryan, David; Sequist, Lecia; Bardeesy, Nabeel; Ramaswamy, Sridhar; Toner, Mehmet; Maheswaran, Shyamala; Haber, DanielCirculating tumour cells (CTCs) shed into blood from primary cancers include putative precursors that initiate distal metastases. While these cells are extraordinarily rare, they may identify cellular pathways contributing to the blood-borne dissemination of cancer. Here, we adapted a microfluidic device for efficient capture of CTCs from an endogenous mouse pancreatic cancer model and subjected CTCs to single molecule RNA sequencing, identifying Wnt2 as a candidate gene enriched in CTCs. Expression of Wnt2 in pancreatic cancer cells suppresses anoikis, enhances anchorage-independent sphere formation, and increases metastatic propensity in vivo. This effect is correlated with fibronectin upregulation and suppressed by inhibition of Map3k7 (Tak1) kinase. In humans, formation of non-adherent tumour spheres by pancreatic cancer cells is associated with upregulation of multiple Wnt genes, and pancreatic CTCs revealed enrichment for Wnt signaling in 5 of 11 cases. Thus, molecular analysis of CTCs may identify candidate therapeutic targets to prevent the distal spread of cancer.
Publication Microfluidic Isolation of Circulating Tumor Cell Clusters by Size and Asymmetry
(Nature Publishing Group UK, 2017) Au, Sam H.; Edd, Jon; Stoddard, Amy E.; Wong, Keith H. K.; Fachin, Fabio; Maheswaran, Shyamala; Haber, Daniel; Stott, Shannon; Kapur, Ravi; Toner, MehmetCirculating tumor cell clusters (CTC clusters) are potent initiators of metastasis and potentially useful clinical markers for patients with cancer. Although there are numerous devices developed to isolate individual circulating tumor cells from blood, these devices are ineffective at capturing CTC clusters, incapable of separating clusters from single cells and/or cause cluster damage or dissociation during processing. The only device currently able to specifically isolate CTC clusters from single CTCs and blood cells relies on the batch immobilization of clusters onto micropillars which necessitates long residence times and causes damage to clusters during release. Here, we present a two-stage continuous microfluidic chip that isolates and recovers viable CTC clusters from blood. This approach uses deterministic lateral displacement to sort clusters by capitalizing on two geometric properties: size and asymmetry. Cultured breast cancer CTC clusters containing between 2–100 + cells were recovered from whole blood using this integrated two-stage device with minimal cluster dissociation, 99% recovery of large clusters, cell viabilities over 87% and greater than five-log depletion of red blood cells. This continuous-flow cluster chip will enable further studies examining CTC clusters in research and clinical applications.
Publication NF2/Merlin mediates contact-dependent inhibition of EGFR mobility and internalization via cortical actomyosin
(The Rockefeller University Press, 2015) Chiasson-MacKenzie, Christine; Morris, Zachary; Baca, Quentin; Morris, Brett; Coker, Joanna K.; Mirchev, Rossen; Jensen, Anne E.; Carey, Thomas; Stott, Shannon; Golan, David; McClatchey, AndreaThe proliferation of normal cells is inhibited at confluence, but the molecular basis of this phenomenon, known as contact-dependent inhibition of proliferation, is unclear. We previously identified the neurofibromatosis type 2 (NF2) tumor suppressor Merlin as a critical mediator of contact-dependent inhibition of proliferation and specifically found that Merlin inhibits the internalization of, and signaling from, the epidermal growth factor receptor (EGFR) in response to cell contact. Merlin is closely related to the membrane–cytoskeleton linking proteins Ezrin, Radixin, and Moesin, and localization of Merlin to the cortical cytoskeleton is required for contact-dependent regulation of EGFR. We show that Merlin and Ezrin are essential components of a mechanism whereby mechanical forces associated with the establishment of cell–cell junctions are transduced across the cell cortex via the cortical actomyosin cytoskeleton to control the lateral mobility and activity of EGFR, providing novel insight into how cells inhibit mitogenic signaling in response to cell contact.
Publication Deformability of Tumor Cells versus Blood Cells
(Nature Publishing Group, 2015) Shaw Bagnall, Josephine; Byun, Sangwon; Begum, Shahinoor; Miyamoto, David; Hecht, Vivian C.; Maheswaran, Shyamala; Stott, Shannon; Toner, Mehmet; Hynes, Richard O.; Manalis, Scott R.The potential for circulating tumor cells (CTCs) to elucidate the process of cancer metastasis and inform clinical decision-making has made their isolation of great importance. However, CTCs are rare in the blood, and universal properties with which to identify them remain elusive. As technological advancements have made single-cell deformability measurements increasingly routine, the assessment of physical distinctions between tumor cells and blood cells may provide insight into the feasibility of deformability-based methods for identifying CTCs in patient blood. To this end, we present an initial study assessing deformability differences between tumor cells and blood cells, indicated by the length of time required for them to pass through a microfluidic constriction. Here, we demonstrate that deformability changes in tumor cells that have undergone phenotypic shifts are small compared to differences between tumor cell lines and blood cells. Additionally, in a syngeneic mouse tumor model, cells that are able to exit a tumor and enter circulation are not required to be more deformable than the cells that were first injected into the mouse. However, a limited study of metastatic prostate cancer patients provides evidence that some CTCs may be more mechanically similar to blood cells than to typical tumor cell lines.
Publication The Role of Physical Stabilization in Whole Blood Preservation
(Nature Publishing Group, 2016) Wong, Keith H. K.; Sandlin, Rebecca; Carey, Thomas R.; Miller, Kathleen L.; Shank, Aaron T.; Oklu, Rahmi; Maheswaran, Shyamala; Haber, Daniel; Irimia, Daniel; Stott, Shannon; Toner, MehmetThe rapid degradation of blood ex vivo imposes logistical limitations on the utilization of blood-borne cells in medical diagnostics and scientific investigations. A fundamental but overlooked aspect in the storage of this fluid tissue is blood settling, which induces physical stress and compaction, aggregates blood cells, and causes collateral damage due to leukocyte activation. Here we show that the polymer Ficoll 70 kDa stabilized blood samples and prevented blood settling over the course of 72 hours, primarily by inhibiting depletion-mediated red blood cell aggregation. Physical stabilization decreased echinocyte formation, improved leukocyte viability, and inhibited the release of neutrophil elastase—a marker of neutrophil extracellular trap formation. In addition, Ficoll-stabilized blood was compatible with common leukocyte enrichment techniques including red blood cell lysis and immunomagnetic purification. This study showed for the first time that blood settling can be prevented using polymers and has implications in diagnostics.
Publication A microfluidic device for label-free, physical capture of circulating tumor cell-clusters
(2015) Sarioglu, A. Fatih; Aceto, Nicola; Kojic, Nikola; Donaldson, Maria C.; Zeinali, Mahnaz; Hamza, Bashar; Engstrom, Amanda; Zhu, Huili; Sundaresan, Tilak K.; Miyamoto, David; Luo, Xi; Bardia, Aditya; Wittner, Ben; Ramaswamy, Sridhar; Shioda, Toshi; Ting, David; Stott, Shannon; Kapur, Ravi; Maheswaran, Shyamala; Haber, Daniel; Toner, MehmetCancer cells metastasize through the bloodstream either as single migratory circulating tumor cells (CTCs) or as multicellular groupings (CTC-clusters). Existing technologies for CTC enrichment are designed primarily to isolate single CTCs, and while CTC-clusters are detectable in some cases, their true prevalence and significance remain to be determined. Here, we developed a microchip technology (Cluster-Chip) specifically designed to capture CTC-clusters independent of tumor-specific markers from unprocessed blood. CTC-clusters are isolated through specialized bifurcating traps under low shear-stress conditions that preserve their integrity and even two-cell clusters are captured efficiently. Using the Cluster-Chip, we identify CTC-clusters in 30–40% of patients with metastatic cancers of the breast, prostate and melanoma. RNA sequencing of CTC-clusters confirms their tumor origin and identifies leukocytes within the clusters as tissue-derived macrophages. Together, the development of a device for efficient capture of CTC-clusters will enable detailed characterization of their biological properties and role in cancer metastasis.
Publication Monolithic Chip for High-throughput Blood Cell Depletion to Sort Rare Circulating Tumor Cells
(Nature Publishing Group UK, 2017) Fachin, Fabio; Spuhler, Philipp; Martel-Foley, Joseph M.; Edd, Jon F.; Barber, Thomas A.; Walsh, John; Karabacak, Murat; Pai, Vincent; Yu, Melissa; Smith, Kyle; Hwang, Henry; Yang, Jennifer; Shah, Sahil; Yarmush, Ruby; Sequist, Lecia; Stott, Shannon; Maheswaran, Shyamala; Haber, Daniel; Kapur, Ravi; Toner, MehmetCirculating tumor cells (CTCs) are a treasure trove of information regarding the location, type and stage of cancer and are being pursued as both a diagnostic target and a means of guiding personalized treatment. Most isolation technologies utilize properties of the CTCs themselves such as surface antigens (e.g., epithelial cell adhesion molecule or EpCAM) or size to separate them from blood cell populations. We present an automated monolithic chip with 128 multiplexed deterministic lateral displacement devices containing ~1.5 million microfabricated features (12 µm–50 µm) used to first deplete red blood cells and platelets. The outputs from these devices are serially integrated with an inertial focusing system to line up all nucleated cells for multi-stage magnetophoresis to remove magnetically-labeled white blood cells. The monolithic CTC-iChip enables debulking of blood samples at 15–20 million cells per second while yielding an output of highly purified CTCs. We quantified the size and EpCAM expression of over 2,500 CTCs from 38 patient samples obtained from breast, prostate, lung cancers, and melanoma. The results show significant heterogeneity between and within single patients. Unbiased, rapid, and automated isolation of CTCs using monolithic CTC-iChip will enable the detailed measurement of their physicochemical and biological properties and their role in metastasis.
Publication Engineered nanointerfaces for microfluidic isolation and molecular profiling of tumor-specific extracellular vesicles
(Nature Publishing Group UK, 2018) Reátegui, Eduardo; van der Vos, Kristan E.; Lai, Charles P.; Zeinali, Mahnaz; Atai, Nadia; Aldikacti, Berent; Floyd, Frederick P.; H. Khankhel, Aimal; Thapar, Vishal; Hochberg, Fred H.; Sequist, Lecia; Nahed, Brian; S. Carter, Bob; Toner, Mehmet; Balaj, Leonora; T. Ting, David; Breakefield, Xandra; Stott, ShannonExtracellular vesicles (EVs) carry RNA, DNA, proteins, and lipids. Specifically, tumor-derived EVs have the potential to be utilized as disease-specific biomarkers. However, a lack of methods to isolate tumor-specific EVs has limited their use in clinical settings. Here we report a sensitive analytical microfluidic platform (EVHB-Chip) that enables tumor-specific EV-RNA isolation within 3 h. Using the EVHB-Chip, we achieve 94% tumor-EV specificity, a limit of detection of 100 EVs per μL, and a 10-fold increase in tumor RNA enrichment in comparison to other methods. Our approach allows for the subsequent release of captured tumor EVs, enabling downstream characterization and functional studies. Processing serum and plasma samples from glioblastoma multiforme (GBM) patients, we can detect the mutant EGFRvIII mRNA. Moreover, using next-generation RNA sequencing, we identify genes specific to GBM as well as transcripts that are hallmarks for the four genetic subtypes of the disease.
Publication Whole blood stabilization for the microfluidic isolation and molecular characterization of circulating tumor cells
(Nature Publishing Group UK, 2017) Wong, Keith H. K.; Tessier, Shannon; Miyamoto, David; Miller, Kathleen L.; Bookstaver, Lauren D.; Carey, Thomas R.; Stannard, Cleo J.; Thapar, Vishal; Tai, Eric C.; Vo, Kevin D.; Emmons, Erin S.; Pleskow, Haley M.; Sandlin, Rebecca; Sequist, Lecia; Ting, David; Haber, Daniel; Maheswaran, Shyamala; Stott, Shannon; Toner, MehmetPrecise rare-cell technologies require the blood to be processed immediately or be stabilized with fixatives. Such restrictions limit the translation of circulating tumor cell (CTC)-based liquid biopsy assays that provide accurate molecular data in guiding clinical decisions. Here we describe a method to preserve whole blood in its minimally altered state by combining hypothermic preservation with targeted strategies that counter cooling-induced platelet activation. Using this method, whole blood preserved for up to 72 h can be readily processed for microfluidic sorting without compromising CTC yield and viability. The tumor cells retain high-quality intact RNA suitable for single-cell RT-qPCR as well as RNA-Seq, enabling the reliable detection of cancer-specific transcripts including the androgen-receptor splice variant 7 in a cohort of prostate cancer patients with an overall concordance of 92% between fresh and preserved blood. This work will serve as a springboard for the dissemination of diverse blood-based diagnostics.
Publication Ultra-fast vitrification of patient-derived circulating tumor cell lines
(Public Library of Science, 2018) Sandlin, Rebecca; Wong, Keith H. K.; Tessier, Shannon; Swei, Anisa; Bookstaver, Lauren D.; Ahearn, Bennett E.; Maheswaran, Shyamala; Haber, Daniel; Stott, Shannon; Toner, MehmetEmerging technologies have enabled the isolation and characterization of rare circulating tumor cells (CTCs) from the blood of metastatic cancer patients. CTCs represent a non-invasive opportunity to gain information regarding the primary tumor and recent reports suggest CTCs have value as an indicator of disease status. CTCs are fragile and difficult to expand in vitro, so typically molecular characterization must be performed immediately following isolation. To ease experimental timelines and enable biobanking, cryopreservation methods are needed. However, extensive cellular heterogeneity and the rarity of CTCs complicates the optimization of cryopreservation methods based upon cell type, necessitating a standardized protocol. Here, we optimized a previously reported vitrification protocol to preserve patient-derived CTC cell lines using highly conductive silica microcapillaries to achieve ultra-fast cooling rates with low cryoprotectant concentrations. Using this vitrification protocol, five CTC cell lines were cooled to cryogenic temperatures. Thawed CTCs exhibited high cell viability and expanded under in vitro cell culture conditions. EpCAM biomarker expression was maintained for each CTC cell line. One CTC cell line was selected for molecular characterization, revealing that RNA integrity was maintained after storage. A qPCR panel showed no significant difference in thawed CTCs compared to fresh controls. The data presented here suggests vitrification may enable the standardization of cryopreservation methods for CTCs.