Person: Maheswaran, Shyamala
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Publication SETD1A modulates cell cycle progression through a miRNA network that regulates p53 target genes
(Nature Pub. Group, 2015) Tajima, Ken; Yae, Toshifumi; Javaid, Sarah; Tam, Oliver; Comaills, Valentine; Morris, Robert; Wittner, Ben; Liu, Mingzhu; Engstrom, Amanda; Takahashi, Fumiyuki; Black, Joshua C.; Ramaswamy, Sridhar; Shioda, Toshihiro; Hammell, Molly; Haber, Daniel; Whetstine, Johnathan; Maheswaran, ShyamalaExpression of the p53-inducible antiproliferative gene BTG2 is suppressed in many cancers in the absence of inactivating gene mutations, suggesting alternative mechanisms of silencing. Using a shRNA screen targeting 43 histone lysine methyltransferases (KMTs), we show that SETD1A suppresses BTG2 expression through its induction of several BTG2-targeting miRNAs. This indirect but highly specific mechanism, by which a chromatin regulator that mediates transcriptional activating marks can lead to the downregulation of a critical effector gene, is shared with multiple genes in the p53 pathway. Through such miRNA-dependent effects, SETD1A regulates cell cycle progression in vitro and modulates tumorigenesis in mouse xenograft models. Together, these observations help explain the remarkably specific genetic consequences associated with alterations in generic chromatin modulators in cancer.
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 Dynamic Chromatin Modification Sustains Epithelial-Mesenchymal Transition following Inducible Expression of Snail-1
(2014) Javaid, Sarah; Zhang, Jianmin; Anderssen, Endre; Black, Josh C.; Wittner, Ben; Tajima, Ken; Ting, David; Smolen, Gromoslaw A.; Zubrowski, Matthew; Desai, Rushil; Maheswaran, Shyamala; Ramaswamy, Sridhar; Whetstine, Johnathan; Haber, DanielSUMMARY Epithelial-mesenchymal transition (EMT) is thought to contribute to cancer metastasis, but its underlying mechanisms are not well understood. To define early steps in this cellular transformation, we analyzed human mammary epithelial cells with tightly regulated expression of Snail-1, a master regulator of EMT. After Snail-1 induction, epithelial markers were repressed within 6 hr, and mesenchymal genes were induced at 24 hr. Snail-1 binding to its target promoters was transient (6–48 hr) despite continued protein expression, and it was followed by both transient and long-lasting chromatin changes. Pharmacological inhibition of selected histone acetylation and demethylation pathways suppressed the induction as well as the maintenance of Snail-1-mediated EMT. Thus, EMT involves an epigenetic switch that may be prevented or reversed with the use of small-molecule inhibitors of chromatin modifiers.
Publication Bevacizumab terminates homeobox B9-induced tumor proliferation by silencing microenvironmental communication
(BioMed Central, 2014) Hoshino, Yoshinori; Hayashida, Tetsu; Hirata, Akira; Takahashi, Hidena; Chiba, Naokazu; Ohmura, Mitsuyo; Wakui, Masatoshi; Jinno, Hiromitsu; Hasegawa, Hirotoshi; Maheswaran, Shyamala; Suematsu, Makoto; Kitagawa, YukoBackground: Homeobox B9 (HOXB9), a transcriptional factor, regulates developmental processes and tumor progression and has recently been recognized as one of important transcriptional factors related to angiogenesis. This study aimed to investigate the role of HOXB9 in tumorigenesis and angiogenesis. Methods: We examined the expression of HOXB9 in colorectal cancer using qPCR and in situ hybridization. We also examined the effect of HOXB9 overexpression in colorectal cancer using a proliferation assay, ELISA, a multiplex assay, and xenograft models. The clinical significance of HOXB9 was statistically evaluated in resected specimens. Results: HOXB9 was expressed in colorectal cancer specimens. HOXB9 induced angiogenesis and tumor proliferation in vitro, which resulted in high tumorigenicity in vivo and poor overall survival. Bevacizumab, an anti-vascular endothelial growth factor (VEGF) antibody, remarkably suppressed tumor proliferation by inhibiting angiogenesis in HOXB9-overexpressing xenografts, and it improved overall survival and provided prolonged progression-free survival in HOXB9-overexpressing patients. A comprehensive multiplex assay of the supernatant of cancer cells co-cultured with human vascular endothelial cells and fibroblasts indicated significantly higher interleukin-6 (IL6) levels than those in the supernatant of monocultured cells. HOXB9 overexpression in clinical specimens was significantly correlated with increased IL6 expression. An IL6-neutralizing antibody inhibited VEGF secretion and tumor proliferation in the co-culture system. Conclusions: HOXB9 promotes the secretion of angiogenic factors, including VEGF, to induce tumor proliferation through microenvironmental production of cytokines including IL6 signaling. Moreover, silencing of VEGF or IL6 terminates cytokine release in tumor microenvironment. Thus, HOXB9 and IL6 may be potential biomarkers for bevacizumab treatment.
Publication Expression of β-globin by cancer cells promotes cell survival during blood-borne dissemination
(Nature Publishing Group, 2017) Zheng, Yu; Miyamoto, David; Wittner, Ben; Sullivan, James; Aceto, Nicola; Jordan, Nicole Vincent; Yu, Min; Karabacak, Nezihi; Comaills, Valentine; Morris, Robert; Desai, Rushil; Desai, Niyati; Emmons, Erin; Milner, John D.; Lee, Richard; Wu, Chin-Lee; Sequist, Lecia; Haas, Wilhelm; Ting, David; Toner, Mehmet; Ramaswamy, Sridhar; Maheswaran, Shyamala; Haber, DanielMetastasis-competent circulating tumour cells (CTCs) experience oxidative stress in the bloodstream, but their survival mechanisms are not well defined. Here, comparing single-cell RNA-Seq profiles of CTCs from breast, prostate and lung cancers, we observe consistent induction of β-globin (HBB), but not its partner α-globin (HBA). The tumour-specific origin of HBB is confirmed by sequence polymorphisms within human xenograft-derived CTCs in mouse models. Increased intracellular reactive oxygen species (ROS) in cultured breast CTCs triggers HBB induction, mediated through the transcriptional regulator KLF4. Depletion of HBB in CTC-derived cultures has minimal effects on primary tumour growth, but it greatly increases apoptosis following ROS exposure, and dramatically reduces CTC-derived lung metastases. These effects are reversed by the anti-oxidant N-Acetyl Cysteine. Conversely, overexpression of HBB is sufficient to suppress intracellular ROS within CTCs. Altogether, these observations suggest that β-globin is selectively deregulated in cancer cells, mediating a cytoprotective effect during blood-borne metastasis.
Publication HER2 expression identifies dynamic functional states within circulating breast cancer cells
(2016) Jordan, Nicole Vincent; Bardia, Aditya; Wittner, Ben; Benes, Cyril; Ligorio, Matteo; Zheng, Yu; Yu, Min; Sundaresan, Tilak K.; Licausi, Joseph A.; Desai, Rushil; O’Keefe, Ryan M.; Ebright, Richard; Boukhali, Myriam; Sil, Srinjoy; Onozato, Maristela Lika; Iafrate, Anthony; Kapur, Ravi; Sgroi, Dennis; Ting, David; Toner, Mehmet; Ramaswamy, Sridhar; Haas, Wilhelm; Maheswaran, Shyamala; Haber, DanielCirculating tumor cells (CTCs) in women with advanced estrogen receptor-positive/HER2-negative breast cancer acquire a HER2-positive subpopulation following multiple courses of therapy1,2. In contrast to HER2-amplified primary breast cancer, which is highly sensitive to HER2-targeted therapy, the clinical significance of acquired HER2 heterogeneity during the evolution of metastatic breast cancer is unknown. Here, we analyzed CTCs from 19 ER+/HER2− patients, 84% of whom had acquired CTCs expressing HER2. Cultured CTCs maintain discrete HER2+ and HER2− subpopulations: HER2+ CTCs are more proliferative but not addicted to HER2, consistent with activation of multiple signaling pathways. HER2− CTCs show activation of Notch and DNA damage pathways, exhibiting resistance to cytotoxic chemotherapy, but sensitivity to Notch inhibition. HER2+ and HER2− CTCs interconvert spontaneously, with cells of one phenotype producing daughters of the opposite within four cell doublings. While HER2+ and HER2− CTCs have comparable tumor initiating potential, differential proliferation favors the HER2+ state, while oxidative stress or cytotoxic chemotherapy enhances transition to the HER2− phenotype. Simultaneous treatment with paclitaxel and Notch inhibitors achieves sustained suppression of tumorigenesis in orthotopic CTC-derived tumor models. Together, these results point to distinct yet interconverting phenotypes within patient-derived CTCs, contributing to progression of breast cancer and acquisition of drug resistance.
Publication Single-Cell RNA Sequencing Identifies Extracellular Matrix Gene Expression by Pancreatic Circulating Tumor Cells
(2014) Ting, David; Wittner, Ben; Ligorio, Matteo; Jordan, Nicole Vincent; Shah, Ajay M.; Miyamoto, David; Aceto, Nicola; Bersani, Francesca; Brannigan, Brian W.; Xega, Kristina; Ciciliano, Jordan C.; Zhu, Huili; MacKenzie, Olivia C.; Trautwein, Julie; Arora, Kshitij S.; Shahid, Mohammad; Ellis, Haley L.; Qu, Na; Bardeesy, Nabeel; Rivera, Miguel; Deshpande, Vikram; Ferrone, Cristina; Kapur, Ravi; Ramaswamy, Sridhar; Shioda, Toshi; Toner, Mehmet; Maheswaran, Shyamala; Haber, DanielSUMMARY Circulating tumor cells (CTCs) are shed from primary tumors into the bloodstream, mediating the hematogenous spread of cancer to distant organs. To define their composition, we compared genome-wide expression profiles of CTCs with matched primary tumors in a mouse model of pancreatic cancer, isolating individual CTCs using epitope-independent microfluidic capture, followed by single-cell RNA sequencing. CTCs clustered separately from primary tumors and tumor-derived cell lines, showing low-proliferative signatures, enrichment for the stem-cell-associated gene Aldh1a2, biphenotypic expression of epithelial and mesenchymal markers, and expression of Igfbp5, a gene transcript enriched at the epithelial-stromal interface. Mouse as well as human pancreatic CTCs exhibit a very high expression of stromal-derived extracellular matrix (ECM) proteins, including SPARC, whose knockdown in cancer cells suppresses cell migration and invasiveness. The aberrant expression by CTCs of stromal ECM genes points to their contribution of microenvironmental signals for the spread of cancer to distant organs.
Publication Brain Tumor Cells in Circulation Are Enriched for Mesenchymal Gene Expression
(American Association for Cancer Research (AACR), 2014) Sullivan, James; Nahed, Brian; Madden, M. W.; Oliveira, S. M.; Springer, S.; Bhere, Deepak; Chi, A. S.; Wakimoto, Hiroaki; Rothenberg, S. M.; Sequist, Lecia; Kapur, R.; Shah, Khalid; Iafrate, Anthony; Curry, William; Loeffler, Jay; Batchelor, Tracy; Louis, David; Toner, Mehmet; Maheswaran, Shyamala; Haber, DanielGlioblastoma (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.
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 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.