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IL-35 producing B cells promote the development of pancreatic neoplasia
Pylayeva-Gupta, Yuliya; Das, Shipra; Handler, Jesse S; Hajdu, Cristina H; Coffre, Maryaline; Koralov, Sergei; Bar-Sagi, Dafna
A salient feature of pancreatic ductal adenocarcinoma (PDA) is an abundant fibroinflammatory response characterized by the recruitment of immune and mesenchymal cells and the consequent establishment of a pro-tumorigenic microenvironment. Here we report the prominent presence of B cells in human pancreatic intraepithelial neoplasia (PanIN) and PDA lesions as well as in oncogenic K-Ras-driven pancreatic neoplasms in the mouse. The growth of orthotopic pancreatic neoplasms harboring oncogenic K-Ras was significantly compromised in B cell-deficient mice (muMT), and this growth deficiency could be rescued by the reconstitution of a CD1dhighCD5+ B cell subset. The pro-tumorigenic effect of B cells was mediated by their expression of IL-35 through a mechanism involving IL-35-mediated stimulation of tumor cell proliferation. Our results identify a previously unrecognized role for IL-35-producing CD1dhighCD5+ B cells in the pathogenesis of pancreatic cancer and underscore the potential significance of a B cell/IL-35 axis as a therapeutic target.
PMCID:5709038
PMID: 26715643
ISSN: 2159-8290
CID: 1895152
Antitumor activity and immune reponse in CD40 immunotherapy with gemcitabine and nab-paclitaxel in an orthotopic pancreatic cancer mouse model [Meeting Abstract]
Siolas, D; Cullis, J; Avanzi, A; Byrne, K; Leichman, L P; Vonderheide, R H; Bar-Sagi, D
Background: Pancreatic cancer is well known for its aggressive clinical course and resistance to chemotherapy. A Phase I trial of CD40 immunotherapy in combination with gemcitabine demonstrated the combination was safe and achieves tumor responses in patients with pancreatic ductal adenocarcinoma. We investigated the effectiveness of gemcitabine, albumin-bound paclitaxel and CD40 agonist immunotherapy in an orthotopic pancreatic mouse model. Methods: Pancreatic cells obtained from a KrasG12D;Trp53R172H (KPC) genetically engineered mouse were cultivated in cell culture and surgically implanted into the pancreata of immunocompetent syngeneic C57/Bl6 mice allowing for tumor formation in situ. Two weeks after KPC cell implantation, mice were treated with 120 mg/kg gemcitabine and 120 mg/kg nab-paclitaxel by intraperitoneal injection. Forty eight hours after chemotherapy administration, mice were treated with 100 ug of FGK45 CD40 immunotherapy. Mouse tumors and spleens were harvested from euthanized mice ten days after drug treatment. Tumor and spleens were analyzed histologically and by flow cytometry. Results: Mice treated with combination chemotherapy and immunotherapy had a significant reduction in tumor volume in comparison to vehicle treated mice. Combination chemotherapy did not cause a significant decrease in tumor volume. No changes were seen in stromal remodeling using trichrome histological staining. Mice treated with CD40 immunotherapy had an increase in spleen size indicating an immune response. Histological and flow cytometry analysis revealed an increase in CD45+ cells in the tumors of the CD40 immunotherapy treated samples in comparison to chemotherapy alone. Conclusions: CD40 immunotherapy in combination with gemcitabine and albumin-bound paclitaxel has significant antitumor activity in an orthotopic pancreatic cancer mouse model provoking an immune response in the tumors. Future experiments will focus on identifying immune mediators critical for drug efficacy
EMBASE:72224842
ISSN: 0732-183x
CID: 2068182
Histological Image Processing Features Induce a Quantitative Characterization of Chronic Tumor Hypoxia
Sundstrom, Andrew; Grabocka, Elda; Bar-Sagi, Dafna; Mishra, Bud
Hypoxia in tumors signifies resistance to therapy. Despite a wealth of tumor histology data, including anti-pimonidazole staining, no current methods use these data to induce a quantitative characterization of chronic tumor hypoxia in time and space. We use image-processing algorithms to develop a set of candidate image features that can formulate just such a quantitative description of xenographed colorectal chronic tumor hypoxia. Two features in particular give low-variance measures of chronic hypoxia near a vessel: intensity sampling that extends radially away from approximated blood vessel centroids, and multithresholding to segment tumor tissue into normal, hypoxic, and necrotic regions. From these features we derive a spatiotemporal logical expression whose truth value depends on its predicate clauses that are grounded in this histological evidence. As an alternative to the spatiotemporal logical formulation, we also propose a way to formulate a linear regression function that uses all of the image features to learn what chronic hypoxia looks like, and then gives a quantitative similarity score once it is trained on a set of histology images.
PMCID:4836667
PMID: 27093539
ISSN: 1932-6203
CID: 2079342
Simulating Heterogeneous Tumor Cell Populations
Sundstrom, Andrew; Bar-Sagi, Dafna; Mishra, Bud
Certain tumor phenomena, like metabolic heterogeneity and local stable regions of chronic hypoxia, signify a tumor's resistance to therapy. Although recent research has shed light on the intracellular mechanisms of cancer metabolic reprogramming, little is known about how tumors become metabolically heterogeneous or chronically hypoxic, namely the initial conditions and spatiotemporal dynamics that drive these cell population conditions. To study these aspects, we developed a minimal, spatially-resolved simulation framework for modeling tissue-scale mixed populations of cells based on diffusible particles the cells consume and release, the concentrations of which determine their behavior in arbitrarily complex ways, and on stochastic reproduction. We simulate cell populations that self-sort to facilitate metabolic symbiosis, that grow according to tumor-stroma signaling patterns, and that give rise to stable local regions of chronic hypoxia near blood vessels. We raise two novel questions in the context of these results: (1) How will two metabolically symbiotic cell subpopulations self-sort in the presence of glucose, oxygen, and lactate gradients? We observe a robust pattern of alternating striations. (2) What is the proper time scale to observe stable local regions of chronic hypoxia? We observe the stability is a function of the balance of three factors related to O2-diffusion rate, local vessel release rate, and viable and hypoxic tumor cell consumption rate. We anticipate our simulation framework will help researchers design better experiments and generate novel hypotheses to better understand dynamic, emergent whole-tumor behavior.
PMCID:5193460
PMID: 28030620
ISSN: 1932-6203
CID: 2383312
High-Content, Full Genome siRNA Screen for Regulators of Oncogenic HRAS-Driven Macropinocytosis
Fennell, Myles; Commisso, Cosimo; Ramirez, Craig; Garippa, Ralph; Bar-Sagi, Dafna
Uptake of nutrients, such as glucose and amino acids, is critical to support cell growth and is typically mediated by cell surface transporters. An alternative mechanism for the bulk uptake of nutrients from the extracellular space is macropinocytosis, a nonclathrin, and nonreceptor-mediated endocytic process, in which extracellular fluid is taken up into large intracellular vesicles called macropinosomes. Oncogenic transformation leads to the increased metabolic activity of tumor cells, and in the Ras-driven tumor part of this enhanced activity is the stimulation of macropinocytosis. To measure oncogene-dependent macropinocytosis, we used HeLa cells expressing oncogenic HRASG12D driven from a Tet-regulated promoter. Upon oncogenic HRAS expression, the cells undergo metabolic changes that include the elevation of macropinocytosis. We detected macropinocytosis through the uptake of lysine-fixable tetramethyl rhodamine (TMR)-Dextran (70 kDa) from the cell media into nascent intracellular macropinosomes. These macropinosomes were quantified by image-based high-content analysis, with the size, intensity, and position of macropinosomes measured. Using this model system, we ran a full genome-wide siRNA screen (siGenome; GE) to identify genes involved in controlling oncogenic HRAS-dependent macropinocytosis. Hits from the primary screen were confirmed with siRNA reagents from a different library (GE, OTP), which allowed us to mitigate potential off-target effects. Candidate genes from this screen include known regulators of macropinocytosis as well as novel targets.
PMCID:4554932
PMID: 26267765
ISSN: 1557-8127
CID: 1721772
Selective sensitization of Ras-mutant (Ras-m) cancer cells to DNA-damaging chemotherapy by Wee1 inhibition with AZD1775. [Meeting Abstract]
Grabocka, Elda; Choi, Mark; Cohen, Deirdre Jill; Godin, Robert; Leichman, Lawrence P; Bar-Sagi, Dafna
ISI:000358036902523
ISSN: 1527-7755
CID: 1729562
Molecular Pathways: Targeting the Dependence of Mutant RAS Cancers on the DNA Damage Response
Grabocka, Elda; Commisso, Cosimo; Bar-Sagi, Dafna
Of the genes mutated in cancer, RAS remains the most elusive to target. Recent technological advances and discoveries have greatly expanded our knowledge of the biology of oncogenic Ras and its role in cancer. As such, it has become apparent that a property that intimately accompanies RAS-driven tumorigenesis is the dependence of RAS mutant cells on a number of non-oncogenic signaling pathways. These dependencies arise as a means of adaptation to Ras-driven intracellular stresses and represent unique vulnerabilities of mutant RAS cancers. A number of studies have highlighted the dependence of mutant RAS cancers on the DNA damage response and identified the molecular pathways that mediate this process including signaling from wild-type Ras isoforms, ATR/Chk1, and DNA damage repair pathways. Here we review these findings, and discuss the combinatorial use of DNA damaging chemotherapy with blockade of wild-type H- and N-Ras signaling by farnesyltransferase inhibitors, Chk1 inhibitors, or small molecule targeting DNA damage repair as potential strategies through which the dependence of RAS cancers on the DNA damage response can be harnessed for therapeutic intervention.
PMCID:4359952
PMID: 25424849
ISSN: 1078-0432
CID: 1359732
Human pancreatic cancer tumors are nutrient poor and tumor cells actively scavenge extracellular protein
Kamphorst, Jurre J; Nofal, Michel; Commisso, Cosimo; Hackett, Sean R; Lu, Wenyun; Grabocka, Elda; Vander Heiden, Matthew G; Miller, George; Drebin, Jeffrey A; Bar-Sagi, Dafna; Thompson, Craig B; Rabinowitz, Joshua D
Glucose and amino acids are key nutrients supporting cell growth. Amino acids are imported as monomers, but an alternative route induced by oncogenic KRAS involves uptake of extracellular proteins via macropinocytosis and subsequent lysosomal degradation of these proteins as a source of amino acids. In this study, we examined the metabolism of pancreatic ductal adenocarcinoma (PDAC), a poorly vascularized lethal KRAS-driven malignancy. Metabolomic comparisons of human PDAC and benign adjacent tissue revealed that tumor tissue was low in glucose, upper glycolytic intermediates, creatine phosphate, and the amino acids glutamine and serine, two major metabolic substrates. Surprisingly, PDAC accumulated essential amino acids. Such accumulation could arise from extracellular proteins being degraded through macropinocytosis in quantities necessary to meet glutamine requirements, which in turn produces excess of most other amino acids. Consistent with this hypothesis, active macropinocytosis is observed in primary human PDAC specimens. Moreover, in the presence of physiologic albumin, we found that cultured murine PDAC cells grow indefinitely in media lacking single essential amino acids and replicate once in the absence of free amino acids. Growth under these conditions was characterized by simultaneous glutamine depletion and essential amino acid accumulation. Overall, our findings argue that the scavenging of extracellular proteins is an important mode of nutrient uptake in PDAC. Cancer Res; 75(3); 544-53. (c)2014 AACR.
PMCID:4316379
PMID: 25644265
ISSN: 0008-5472
CID: 1456382
Pulling out all the stops: Exploiting macropinocytosis inhibition for the treatment of pancreatic cancer [Meeting Abstract]
Commisso, Cosimo; Ramirez, Craig; Soydaner-Azeloglu, Rengin; Bajor, David L; Vonderheide, Robert H; Bar-Sagi, Dafna
ISI:000371263900185
ISSN: 1538-7445
CID: 2049092
The role of B regulatory cells in pancreatic cancer [Meeting Abstract]
Pylayeva-Gupta, Yuliya; Handler, Jesse S; Hajdu, Cristina; Bar-Sagi, Dafna
ISI:000371263900140
ISSN: 1538-7445
CID: 2049072