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Dichotomous ovarian cancer-initiating potential of Pax8+ cells revealed by a mouse genetic mosaic model. iScience 2023; 26:106742. [PMID: 37207276 PMCID: PMC10189502 DOI: 10.1016/j.isci.2023.106742] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2022] [Revised: 03/08/2023] [Accepted: 04/20/2023] [Indexed: 05/21/2023] Open
Abstract
Different cellular compartments within a tissue present distinct cancer-initiating capacities. Current approaches to dissect such heterogeneity require cell-type-specific genetic tools based on a well-understood lineage hierarchy, which are lacking for many tissues. Here, we circumvented this hurdle and revealed the dichotomous capacity of fallopian tube Pax8+ cells in initiating ovarian cancer, utilizing a mouse genetic system that stochastically generates rare GFP-labeled mutant cells. Through clonal analysis and spatial profiling, we determined that only clones founded by rare, stem/progenitor-like Pax8+ cells can expand on acquiring oncogenic mutations whereas vast majority of clones stall immediately. Furthermore, expanded mutant clones undergo further attrition: many turn quiescent shortly after the initial expansion, whereas others sustain proliferation and manifest a bias toward Pax8+ fate, underlying early pathogenesis. Our study showcases the power of genetic mosaic system-based clonal analysis for revealing cellular heterogeneity of cancer-initiating capacity in tissues with limited prior knowledge of lineage hierarchy.
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Antitumor activity of KIN-2787, a next-generation pan-RAF inhibitor, in combination with MEK inhibition in preclinical models of human NRAS mutant melanoma. J Clin Oncol 2022. [DOI: 10.1200/jco.2022.40.16_suppl.e15099] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
e15099 Background: NRAS mutations which activate MAPK signaling represent oncogenic driver alterations in approximately 20% melanoma cases in the US. NRAS mutant melanomas are uniquely dependent upon CRAF rather than BRAF for activation of downstream MEK/ERK signaling. In BRAF mutant melanoma, approved RAF-targeted therapies are commonly used in combination with a MEK inhibitor which provides clinical benefit by inhibition of two targets within the oncogenic MAPK signaling pathway. Emerging data with pan-RAF inhibitors in early clinical development suggests benefit with and without combined MEK inhibition, yet no approved targeted therapy exists for NRAS mutant melanoma patients. KIN-2787 is a novel, orally available pan-RAF inhibitor designed to be effective in RAF-dependent cancers, regardless of isoform. Methods: Kinome profiling was evaluated by radiometric enzyme assay at Reaction Biology across 688 kinases (including wild type, atypical, and mutant). Cellular activity was assessed by suppression of downstream MAPK pathway signaling and cell growth inhibition in human tumor cell lines. Combination cell growth inhibition studies were performed in 9x5 dose matrices with KIN-2787 and binimetinib, respectively. Extended cell growth inhibition effects were assessed by Incucyte imaging. In vivo KIN-2787 and combination efficacy was evaluated in NRAS mutant xenograft models. Results: Kinome profiling of KIN-2787 revealed exquisite selectivity with only 2 of 669 non-RAF family kinases inhibited > 75% at 1 M KIN-2787 and retained ̃10x and 70x selectivity window against those two kinases, DDR1 and p38b, respectively, relative to RAF kinases. We previously reported KIN-2787 activity across BRAF, NRAS, and KRAS mutant tumor cell lines with greatest sensitivity in Class II and III dimer-driven BRAF models. Here, we evaluated NRAS mutant, BRAF WT melanoma for combination potential with binimetinib. Melanoma tumor cell lines bearing NRAS hotspot mutations demonstrated synergistic benefit with KIN-2787 combined with binimetinib. Daily KIN-2787 plus binimetinib treatment in NRAS mutant melanoma xenograft models resulted in significant tumor growth inhibition benefit relative to either agent alone and was associated with added MAPK pathway biomarker suppression. Conclusions: KIN-2787 is a highly selective, potent, next-generation, pan-RAF inhibitor with activity across BRAF and RAS mutant human tumor cell models. Preclinical in vitro and in vivo studies using KIN-2787 in combination with binimetinib demonstrated significant combination benefit in NRAS mutant melanoma models. Taken together with its unique selectively, these data support use of KIN-2787 in combination therapy in this patient segment. A Phase 1/1b dose escalation and expansion clinical trial evaluating the safety and efficacy of KIN-2787 is ongoing (NCT04913285).
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Abstract
Epithelial tissues such as lung and skin are exposed to the environment and therefore particularly vulnerable to damage during injury or infection. Rapid repair is therefore essential to restore function and organ homeostasis. Dysregulated epithelial tissue repair occurs in several human disease states, yet how individual cell types communicate and interact to coordinate tissue regeneration is incompletely understood. Here, we show that pannexin 1 (Panx1), a cell membrane channel activated by caspases in dying cells, drives efficient epithelial regeneration after tissue injury by regulating injury-induced epithelial proliferation. Lung airway epithelial injury promotes the Panx1-dependent release of factors including ATP, from dying epithelial cells, which regulates macrophage phenotype after injury. This process, in turn, induces a reparative response in tissue macrophages that includes the induction of the soluble mitogen amphiregulin, which promotes injury-induced epithelial proliferation. Analysis of regenerating lung epithelium identified Panx1-dependent induction of Nras and Bcas2, both of which positively promoted epithelial proliferation and tissue regeneration in vivo. We also established that this role of Panx1 in boosting epithelial repair after injury is conserved between mouse lung and zebrafish tailfin. These data identify a Panx1-mediated communication circuit between epithelial cells and macrophages as a key step in promoting epithelial regeneration after injury.
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Heme Oxygenase-1 at the Nexus of Endothelial Cell Fate Decision Under Oxidative Stress. Front Cell Dev Biol 2021; 9:702974. [PMID: 34595164 PMCID: PMC8476872 DOI: 10.3389/fcell.2021.702974] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2021] [Accepted: 08/17/2021] [Indexed: 12/31/2022] Open
Abstract
Endothelial cells (ECs) form the inner lining of blood vessels and are central to sensing chemical perturbations that can lead to oxidative stress. The degree of stress is correlated with divergent phenotypes such as quiescence, cell death, or senescence. Each possible cell fate is relevant for a different aspect of endothelial function, and hence, the regulation of cell fate decisions is critically important in maintaining vascular health. This study examined the oxidative stress response (OSR) in human ECs at the boundary of cell survival and death through longitudinal measurements, including cellular, gene expression, and perturbation measurements. 0.5 mM hydrogen peroxide (HP) produced significant oxidative stress, placed the cell at this junction, and provided a model to study the effectors of cell fate. The use of systematic perturbations and high-throughput measurements provide insights into multiple regimes of the stress response. Using a systems approach, we decipher molecular mechanisms across these regimes. Significantly, our study shows that heme oxygenase-1 (HMOX1) acts as a gatekeeper of cell fate decisions. Specifically, HP treatment of HMOX1 knockdown cells reversed the gene expression of about 51% of 2,892 differentially expressed genes when treated with HP alone, affecting a variety of cellular processes, including anti-oxidant response, inflammation, DNA injury and repair, cell cycle and growth, mitochondrial stress, metabolic stress, and autophagy. Further analysis revealed that these switched genes were highly enriched in three spatial locations viz., cell surface, mitochondria, and nucleus. In particular, it revealed the novel roles of HMOX1 on cell surface receptors EGFR and IGFR, mitochondrial ETCs (MTND3, MTATP6), and epigenetic regulation through chromatin modifiers (KDM6A, RBBP5, and PPM1D) and long non-coding RNA (lncRNAs) in orchestrating the cell fate at the boundary of cell survival and death. These novel aspects suggest that HMOX1 can influence transcriptional and epigenetic modulations to orchestrate OSR affecting cell fate decisions.
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PML-NB-dependent type I interferon memory results in a restricted form of HSV latency. EMBO Rep 2021; 22:e52547. [PMID: 34197022 PMCID: PMC8419685 DOI: 10.15252/embr.202152547] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2021] [Revised: 06/02/2021] [Accepted: 06/08/2021] [Indexed: 01/23/2023] Open
Abstract
Herpes simplex virus (HSV) establishes latent infection in long-lived neurons. During initial infection, neurons are exposed to multiple inflammatory cytokines but the effects of immune signaling on the nature of HSV latency are unknown. We show that initial infection of primary murine neurons in the presence of type I interferon (IFN) results in a form of latency that is restricted for reactivation. We also find that the subnuclear condensates, promyelocytic leukemia nuclear bodies (PML-NBs), are absent from primary sympathetic and sensory neurons but form with type I IFN treatment and persist even when IFN signaling resolves. HSV-1 genomes colocalize with PML-NBs throughout a latent infection of neurons only when type I IFN is present during initial infection. Depletion of PML prior to or following infection does not impact the establishment latency; however, it does rescue the ability of HSV to reactivate from IFN-treated neurons. This study demonstrates that viral genomes possess a memory of the IFN response during de novo infection, which results in differential subnuclear positioning and ultimately restricts the ability of genomes to reactivate.
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Abstract 3122: Negative correlation of single-cell PAX3:FOXO1 expression with tumorigenicity in rhabdomyosarcoma. Cancer Res 2021. [DOI: 10.1158/1538-7445.am2021-3122] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background: Rhabdomyosarcomas (RMS) are phenotypically and functionally heterogeneous. Expression of the fusion oncogene PAX3:FOXO1 (P3F) was previously shown to differ between individual tumor cells and fluctuate over time.
Methods: In mouse Myf6Cre+/-,Pax3:Foxo1+/+,p53-/- RMS tumors, expression of P3F is directed by the Pax3 promoter and coupled to an eYFP fluorescent marker, which is activated as a second cistron downstream from an encephalomyocarditis virus-derived internal ribosome entry site. Low passage Myf6Cre+/-,Pax3:Foxo1+/+,p53-/- mouse RMS cell lines and primary human RMS cultures were used to study the functional impact of variable P3F expression at the cellular level in RMS.
Results: The Myf6Cre+/-,Pax3:Foxo1+/+,p53-/- mouse RMS cell pool contains cells expressing different levels of YFP, correlating with variable P3F expression. Single-cell PCR was used to demonstrate substantial cell-to-cell variability in P3F expression in the human RMS cell pool. Myf6Cre+/-,Pax3:Foxo1+/+,p53-/- mouse RMS cells were then sub-fractionated by fluorescence-activated cell sorting (FACS) to discriminate YFPhigh/P3Fhigh and YFPlow/P3Flow cell subsets. YFPlow/P3Flow mouse RMS cells included 87% G0/G1 cells and reorganized their actin cytoskeleton to produce a cellular phenotype characterized by more efficient adhesion and migration. This translated into higher tumor-propagating cell frequencies of YFPlow/P3Flow compared to YFPhigh/P3Fhigh cells after injection into the extremity muscles of immunocompromised mice. We also observed higher clonal activity of YFPlow/P3Flow compared to YFPhigh/P3Fhigh cells in vitro. Both YFPlow/P3Flow and YFPhigh/P3Fhigh cells gave rise to mixed clones in vitro, consistent with fluctuations in P3F expression over time. Finally, exposure to the anti-tropomyosin compound TR100 disrupted the cytoskeleton and reversed enhanced migration and adhesion of YFPlow/P3Flow RMS cells.
Conclusions: Our observations indicate that therapies aimed at eliminating P3Fhigh cells by targeting the fusion oncogene may not cure the disease. Moreover, dynamic expression of PAX3:FOXO1 at the single cell level may result in adaptive plasticity, allow RMS cells to adapt to environmental challenges and provide them with a critical advantage during tumor progression.
Citation Format: Carla Regina, Geoffroy Andriuex, Sina Angenendt, Michaela Schneider, Manching Ku, Marie Follo, Marco Wachtel, Eugene Ke, Ken Kikuchi, Anton G. Henssen, Beat W. Schäfer, Melanie Boerries, Amy J. Wagers, Charles Keller, Simone Hettmer. Negative correlation of single-cell PAX3:FOXO1 expression with tumorigenicity in rhabdomyosarcoma [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2021; 2021 Apr 10-15 and May 17-21. Philadelphia (PA): AACR; Cancer Res 2021;81(13_Suppl):Abstract nr 3122.
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Negative correlation of single-cell PAX3:FOXO1 expression with tumorigenicity in rhabdomyosarcoma. Life Sci Alliance 2021; 4:4/9/e202001002. [PMID: 34187933 PMCID: PMC8321661 DOI: 10.26508/lsa.202001002] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2020] [Revised: 06/16/2021] [Accepted: 06/17/2021] [Indexed: 12/11/2022] Open
Abstract
Single-cell PAX3:FOXO1 expression in rhabdomyosarcoma is variable. PAX3:FOXO1 low cell states are characterized by more efficient adhesion, migration and tumor-propagating capacity. Rhabdomyosarcomas (RMS) are phenotypically and functionally heterogeneous. Both primary human RMS cultures and low-passage Myf6Cre,Pax3:Foxo1,p53 mouse RMS cell lines, which express the fusion oncoprotein Pax3:Foxo1 and lack the tumor suppressor Tp53 (Myf6Cre,Pax3:Foxo1,p53), exhibit marked heterogeneity in PAX3:FOXO1 (P3F) expression at the single cell level. In mouse RMS cells, P3F expression is directed by the Pax3 promoter and coupled to eYFP. YFPlow/P3Flow mouse RMS cells included 87% G0/G1 cells and reorganized their actin cytoskeleton to produce a cellular phenotype characterized by more efficient adhesion and migration. This translated into higher tumor-propagating cell frequencies of YFPlow/P3Flow compared with YFPhigh/P3Fhigh cells. Both YFPlow/P3Flow and YFPhigh/P3Fhigh cells gave rise to mixed clones in vitro, consistent with fluctuations in P3F expression over time. Exposure to the anti-tropomyosin compound TR100 disrupted the cytoskeleton and reversed enhanced migration and adhesion of YFPlow/P3Flow RMS cells. Heterogeneous expression of PAX3:FOXO1 at the single cell level may provide a critical advantage during tumor progression.
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Abstract
BACKGROUND Coronavirus disease-2019 (COVID-19) is a newly emerging infectious disease that has caused a global pandemic. A variety of drugs have been used to treat COVID-19, including probiotics. This study focused on the clinical significance of probiotics in COVID-19 patients with diarrhea.
AIM To evaluate the role of probiotics in the treatment of COVID-19 patients with diarrhea.
METHODS A total of 800 cases of ordinary-type COVID-19 were observed, the number of patients with diarrhea was counted, and the time to improvement of diarrhea was compared between two groups of patients with and without probiotics.
RESULTS Of the 800 patients with ordinary-type COIVD-19, 90 had diarrhea, with an incidence of 11.25%. There was no significant difference in age, sex, or fecal pus cells between the two groups (P > 0.05). The duration of diarrhea in the 30-40, 45-5, 56-65, and 66-70 age groups in the study group and the control group was 4.27 ± 1.36 d, 5.54 ± 1.53 d, 7.82 ± 1.04 d, and 5.74 ± 1.48 d, and 5.24 ± 1.28 d, 6.58 ± 1.39 d, 8.65 ± 1.23 d, and 7.43 ± 0.91 d, respectively. In the same age group, the duration of disease in the study group was significantly shorter than that in the control group (P < 0.05). Probiotics had obvious effect in relieving patients' abdominal distension, nausea, vomiting, and other gastrointestinal symptoms.
CONCLUSION After the destruction of intestinal mucosal barrier function, intestinal flora imbalance and diarrhea occurs. Probiotics can assist to maintain the integrity of intestinal barrier function, reduce the risk of intestinal infection, shorten the course of diarrhea, and reduce the risk of systemic infection aggravated by the translocation of intestinal flora, which is conducive to the relief of patients' gastrointestinal symptoms.
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Premature Activation of Immune Transcription Programs in Autoimmune-Predisposed Mouse Embryonic Stem Cells and Blastocysts. Int J Mol Sci 2020; 21:ijms21165743. [PMID: 32796510 PMCID: PMC7460978 DOI: 10.3390/ijms21165743] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2020] [Revised: 07/27/2020] [Accepted: 08/07/2020] [Indexed: 11/17/2022] Open
Abstract
Autoimmune diabetes is a complex multifactorial disease with genetic and environmental factors playing pivotal roles. While many genes associated with the risk of diabetes have been identified to date, the mechanisms by which external triggers contribute to the genetic predisposition remain unclear. Here, we derived embryonic stem (ES) cell lines from diabetes-prone non-obese diabetic (NOD) and healthy C57BL/6 (B6) mice. While overall pluripotency markers were indistinguishable between newly derived NOD and B6 ES cells, we discovered several differentially expressed genes that normally are not expressed in ES cells. Several genes that reside in previously identified insulin-dependent diabetics (Idd) genomic regions were up-regulated in NOD ES cells. Gene set enrichment analysis showed that different groups of genes associated with immune functions are differentially expressed in NOD. Transcriptomic analysis of NOD blastocysts validated several differentially overexpressed Idd genes compared to B6. Genome-wide mapping of active histone modifications using ChIP-Seq supports active expression as the promoters and enhancers of activated genes are also marked by active histone modifications. We have also found that NOD ES cells secrete more inflammatory cytokines. Our data suggest that the known genetic predisposition of NOD to autoimmune diabetes leads to epigenetic instability of several Idd regions.
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Abstract
While B cells play a significant role in the onset of type-1 diabetes (T1D), little is know about their role in those early stages. Thus, to gain new insights into the role of B cells in T1D, we converted a physiological early pancreas-infiltrating B cell into a novel BCR mouse model using Somatic Cell Nuclear Transfer (SCNT). Strikingly, SCNT-derived B1411 model displayed neither developmental block nor anergy. Instead, B1411 underwent spontaneous germinal center reactions. Without T cell help, B1411-Rag1−/− was capable of forming peri-/intra-pancreatic lymph nodes, and undergoing class-switching. RNA-Seq analysis identified 93 differentially expressed genes in B1411 compared to WT B cells, including Irf7, Usp18, and Mda5 that had been linked to a potential viral etiology of T1D. We also found various members of the oligoadenylate synthase (OAS) family to be enriched in B1411, such as Oas1, which had recently also been linked to T1D. Strikingly, when challenged with glucose B1411-Rag1−/− mice displayed impaired glucose tolerance.
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Abstract 5169: Pancreatic tumorigenesis evokes mechanisms of tissue injury and repair. Cancer Res 2019. [DOI: 10.1158/1538-7445.am2019-5169] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Despite numerous advances in our understanding of pancreatic ductal adenocarcinoma (PDA) genetics and biology, this disease is expected to become the second leading cause of cancer-related deaths in the U.S. by 2020. These statistics largely reflect the fact that by the time PDA is detected, it has already spread, making the study of early events in tumorigenesis invaluable. Harold Dvorak is credited with suggesting that tumors behave as wounds that do not heal, specifically that they are able to induce the stroma required for their maintenance and growth. Decades of research have provided an array of molecular mechanisms supporting this hypothesis. When injured, the pancreas undergoes acinar to ductal metaplasia (ADM) where digestive enzyme-producing acinar cells transdifferentiate to ductal cells; a process thought to allow for tissue healing and repair. Though a number of insightful studies have been conducted to determine the underlying mechanisms of this process, it is still incompletely understood. Using a number of high-resolution imaging techniques and lineage tracing models, we have found that chronic pancreatic injury is sufficient to induce formation of a number of differentiated cell types during ADM, including tuft cells, which are absent from the normal pancreas and may function in tissue repair.
Tuft cells are solitary chemosensory cells found throughout the hollow organs of the respiratory and digestive tracts. Their expression of taste, neuronal, and inflammatory cell signaling factors is thought to enable monitoring of intraluminal homeostasis and local response via effectors. Previous studies demonstrate that, in mice, tuft cells are absent from the normal pancreas, but transdifferentiate from the acinar cell epithelium in response to oncogenic Kras expression. Interestingly, while they increase during the genesis of pancreatic intraepithelial neoplasia (PanIN), they are not detected in PDA. Tuft cell formation is also characteristic of human pancreatitis and PanIN. These data suggest a conserved, transient, but currently undefined role for tuft cells in early tumorigenesis. Here, we employ novel mouse models to elucidate this role and to identify consequences of tuft cell ablation. These studies suggest that an important function of tuft cells involves production of immune-modulatory factors in response to injury and oncogenesis. Consistent with this, we show that pancreas-specific Pou2f3 ablation eliminates tuft cell formation and enhances disease progression. Collectively, these data suggest that neoplastic lesions that form in response to oncogenic mutation evoke the cellular heterogeneity that occurs during ADM in response to tissue injury. We conclude that tuft cells and, by inference, the associated metaplastic and neoplastic lesions, play a protective role early in pancreatic injury and tumorigenesis.
Citation Format: Kathleen E. DelGiorno, Chi-Yeh Chung, Raj Giraddi, Eugene Ke, H. Carlo Maurer, Maya Ridinger-Saison, Wahida H. Ali, Crystal Tsui, Cynthia Ramos, Razia Naeem, Makoto Ohmoto, Linjing Fang, Gidsela Luna, Conor Fitzpatrick, Caz O'Connor, Uri Manor, Ichiro Matsumoto, Kenneth P. Olive, Geoffrey M. Wahl. Pancreatic tumorigenesis evokes mechanisms of tissue injury and repair [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2019; 2019 Mar 29-Apr 3; Atlanta, GA. Philadelphia (PA): AACR; Cancer Res 2019;79(13 Suppl):Abstract nr 5169.
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Time varying causal network reconstruction of a mouse cell cycle. BMC Bioinformatics 2019; 20:294. [PMID: 31142274 PMCID: PMC6542064 DOI: 10.1186/s12859-019-2895-1] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2019] [Accepted: 05/13/2019] [Indexed: 12/21/2022] Open
Abstract
Background Biochemical networks are often described through static or time-averaged measurements of the component macromolecules. Temporal variation in these components plays an important role in both describing the dynamical nature of the network as well as providing insights into causal mechanisms. Few methods exist, specifically for systems with many variables, for analyzing time series data to identify distinct temporal regimes and the corresponding time-varying causal networks and mechanisms. Results In this study, we use well-constructed temporal transcriptional measurements in a mammalian cell during a cell cycle, to identify dynamical networks and mechanisms describing the cell cycle. The methods we have used and developed in part deal with Granger causality, Vector Autoregression, Estimation Stability with Cross Validation and a nonparametric change point detection algorithm that enable estimating temporally evolving directed networks that provide a comprehensive picture of the crosstalk among different molecular components. We applied our approach to RNA-seq time-course data spanning nearly two cell cycles from Mouse Embryonic Fibroblast (MEF) primary cells. The change-point detection algorithm is able to extract precise information on the duration and timing of cell cycle phases. Using Least Absolute Shrinkage and Selection Operator (LASSO) and Estimation Stability with Cross Validation (ES-CV), we were able to, without any prior biological knowledge, extract information on the phase-specific causal interaction of cell cycle genes, as well as temporal interdependencies of biological mechanisms through a complete cell cycle. Conclusions The temporal dependence of cellular components we provide in our model goes beyond what is known in the literature. Furthermore, our inference of dynamic interplay of multiple intracellular mechanisms and their temporal dependence on one another can be used to predict time-varying cellular responses, and provide insight on the design of precise experiments for modulating the regulation of the cell cycle. Electronic supplementary material The online version of this article (10.1186/s12859-019-2895-1) contains supplementary material, which is available to authorized users.
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P3.01-64 Preliminary Data of Diverse Therapies in Patients with Advanced Non–Small-Cell Lung Cancer Harbouring RET-Rearrangement. J Thorac Oncol 2018. [DOI: 10.1016/j.jtho.2018.08.1624] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
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Heterochromatin-Encoded Satellite RNAs Induce Breast Cancer. Mol Cell 2018; 70:842-853.e7. [PMID: 29861157 DOI: 10.1016/j.molcel.2018.04.023] [Citation(s) in RCA: 77] [Impact Index Per Article: 12.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2017] [Revised: 02/22/2018] [Accepted: 04/26/2018] [Indexed: 12/19/2022]
Abstract
Heterochromatic repetitive satellite RNAs are extensively transcribed in a variety of human cancers, including BRCA1 mutant breast cancer. Aberrant expression of satellite RNAs in cultured cells induces the DNA damage response, activates cell cycle checkpoints, and causes defects in chromosome segregation. However, the mechanism by which satellite RNA expression leads to genomic instability is not well understood. Here we provide evidence that increased levels of satellite RNAs in mammary glands induce tumor formation in mice. Using mass spectrometry, we further show that genomic instability induced by satellite RNAs occurs through interactions with BRCA1-associated protein networks required for the stabilization of DNA replication forks. Additionally, de-stabilized replication forks likely promote the formation of RNA-DNA hybrids in cells expressing satellite RNAs. These studies lay the foundation for developing novel therapeutic strategies that block the effects of non-coding satellite RNAs in cancer cells.
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Abstract
Small cell lung cancer (SCLC) is the most deadly subtype of lung cancer due to its dismal prognosis. We have developed a lentiviral vector-mediated SCLC mouse model and have explored the role of both the NF-κB and CREB families of transcription factors in this model. Surprisingly, induction of NF-κB activity, which promotes tumor progression in many cancer types including non-small cell lung carcinoma (NSCLC), is dispensable in SCLC. Instead, suppression of NF-κB activity in SCLC tumors moderately accelerated tumor development. Examination of gene expression signatures of both mouse and human SCLC tumors revealed overall low NF-κB but high CREB activity. Blocking CREB activation by a dominant-negative form of PKA (dnPKA) completely abolished the development of SCLC. Similarly, expression of dnPKA or treatment with PKA inhibitor H89 greatly reduced the growth of SCLC tumors in syngeneic transplantation models. Altogether, our results strongly suggest that targeting CREB is a promising therapeutic strategy against SCLC.Implications: Activity of the transcription factor CREB is elevated in SCLC tumors, which helps to maintain its neuroendocrine signature and cell proliferation. Our results highlight the importance of targeting the CREB pathway to develop new therapeutics to combat SCLC. Mol Cancer Res; 16(5); 825-32. ©2018 AACR.
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552P Genome characteristics of stage I lung adenocarcinoma associated with distinct progression patterns. Ann Oncol 2016. [DOI: 10.1093/annonc/mdw601.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
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Functional Gene Correction for Cystic Fibrosis in Lung Epithelial Cells Generated from Patient iPSCs. Cell Rep 2015; 12:1385-90. [PMID: 26299960 DOI: 10.1016/j.celrep.2015.07.062] [Citation(s) in RCA: 216] [Impact Index Per Article: 24.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2015] [Revised: 07/06/2015] [Accepted: 07/29/2015] [Indexed: 12/21/2022] Open
Abstract
Lung disease is a major cause of death in the United States, with current therapeutic approaches serving only to manage symptoms. The most common chronic and life-threatening genetic disease of the lung is cystic fibrosis (CF) caused by mutations in the cystic fibrosis transmembrane regulator (CFTR). We have generated induced pluripotent stem cells (iPSCs) from CF patients carrying a homozygous deletion of F508 in the CFTR gene, which results in defective processing of CFTR to the cell membrane. This mutation was precisely corrected using CRISPR to target corrective sequences to the endogenous CFTR genomic locus, in combination with a completely excisable selection system, which significantly improved the efficiency of this correction. The corrected iPSCs were subsequently differentiated to mature airway epithelial cells where recovery of normal CFTR expression and function was demonstrated. This isogenic iPSC-based model system for CF could be adapted for the development of new therapeutic approaches.
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Lymphoid regeneration from gene-corrected SCID-X1 subject-derived iPSCs. Cell Stem Cell 2015; 16:367-72. [PMID: 25772073 DOI: 10.1016/j.stem.2015.02.005] [Citation(s) in RCA: 56] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2014] [Revised: 01/16/2015] [Accepted: 02/10/2015] [Indexed: 12/24/2022]
Abstract
X-linked Severe Combined Immunodeficiency (SCID-X1) is a genetic disease that leaves newborns at high risk of serious infection and a predicted life span of less than 1 year in the absence of a matched bone marrow donor. The disease pathogenesis is due to mutations in the gene encoding the Interleukin-2 receptor gamma chain (IL-2Rγ), leading to a lack of functional lymphocytes. With the leukemogenic concerns of viral gene therapy there is a need to explore alternative therapeutic options. We have utilized induced pluripotent stem cell (iPSC) technology and genome editing mediated by TALENs to generate isogenic subject-specific mutant and gene-corrected iPSC lines. While the subject-derived mutant iPSCs have the capacity to generate hematopoietic precursors and myeloid cells, only wild-type and gene-corrected iPSCs can additionally generate mature NK cells and T cell precursors expressing the correctly spliced IL-2Rγ. This study highlights the potential for the development of autologous cell therapy for SCID-X1 subjects.
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Abstract
Abstract
Lung cancer, the leading cause of cancer deaths, is responsible for 1.4 million lives lost worldwide every year. Good animal models that can faithfully recapitulate the human disease are in great need for pre-clinical studies. Based on the different responses to treatment, lung cancer is divided into two major classes: small cell lung cancer (SCLC) and non-small cell lung cancer (NSCLC). Adenocarcinoma (AdC) and squamous cell lung cancer (SqCC) are two major sub-types of NSCLC. We have successfully developed a novel lentiviral gene delivery system to study the initiation and development of all these lung cancers. We used CA2Cre-shp53 lentiviral vector to initiate lung adenocarcinoma in LSL-KrasG12D mice and proved the importance of NF-κB/IKK2 pathway in tumor cell proliferation. To search for novel tumor suppressors in lung cancer, we incorporated an shRNA library targeting ∼5000 cell signal genes into our CA2Cre lentivector and did the screening in the mice. We have identified several dozens of candidates and are validating these genes back in animals. SCLC is the most malignant form of lung cancer with a five-year survival less than 6%. A mouse model with p53/Rb deletions activated by Adeno-Cre has been established in Berns lab. To improve the model and study other genes that are frequently mutated in human SCLC, we designed a single lentiviral vector to deliver oncogenes (L-myc etc.) and shRNAs against tumor suppressors (p53, Rb etc) and successfully initiated SCLC in wild-type mice. Furthermore, we included luciferase or fluorescence protein genes in the same vector to follow tumor growth and metastasis in the live animal. Using this new model, we are now studying the crosstalk of multiple mutations in the SCLC development. SqCC has not been well modeled by genetic approaches. Interestingly, when we gave KrasG12D-shp53 lentiviral vector after lung tissue damage induced by naphthalene, the mice quickly developed squamous tumors in the big bronchi other than adenocarcinomas in the peripheral lung. Kras mutations are actually not common in human SqCC patients, so we are now optimizing the model and see if more relevant genetic changes such FGFR1 amplification can also induce this type of lung cancer in mice. We hope that our unique lentiviral tool can simplify and accelerate the lung cancer study to understand the big signal pathway complex leading to tumorigenesis and metastasis in the lung and search for new therapies for this deadly human disease.
Citation Format: Yifeng Xia, Narayana Yeddula, Eugene Ke, Mathias Leblanc, Inder Verma. Mouse models of lung cancer mediated by lentiviral gene delivery. [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 2973. doi:10.1158/1538-7445.AM2014-2973
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Abstract 524: Analysis of long non-coding RNA expression and function in a mouse model of glioblastoma. Cancer Res 2014. [DOI: 10.1158/1538-7445.am2014-524] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Glioblastoma (GBM) is the most common adult brain tumor and represents one of the most treatment refractory cancers. Although significant progress has been made in understanding the coding genomic alterations associated with GBM, patient survival rarely exceeds 12-14 months following diagnosis. Long non-coding RNAs (lncRNAs) are RNA species generally classified as > 200 base-pairs in length that lack protein coding potential and therefore exert their function as RNA. Several lncRNAs have been shown to play important roles in cancer biology. Despite this, the role of lncRNAs in cancer, and GBM in particular, remains relatively uncharacterized. We hypothesize that lncRNAs are differentially expressed in GBM and contribute to the pathogenesis of this disease.
Using next generation sequencing, we have identified lncRNAs expressed in our mouse model of GBM, initiated by lentivirus-mediated expression of oncogenic Ras and a shRNA targeting p53. This resulted in the identification of 818 putative lncRNAs, the majority of which represent novel, uncharacterized transcripts. The majority of the lncRNAs identified were intergenic and not associated with any known protein coding gene. Of the total lncRNAs, 44% were differentially expressed in tumor tissue compared to normal mouse brain. Expression of a subset of these differentially expressed lncRNAs was validated by real-time PCR. Expression of several of these validated lncRNAs could be altered by direct activation of oncogenic signaling in normal mouse neuroprogenitor cells and astrocytes. Using a combination of computational and molecular biology approaches, we will identify candidate lncRNAs to test in functional assays for their role in glioblastoma biology.
Citation Format: Chad Myskiw, Sabah Kadri, Eugene Ke, Alex Shishkin, Dinorah Friedmann-Morvinski, Yasushi Soda, Mitchell Guttman, Inder Verma. Analysis of long non-coding RNA expression and function in a mouse model of glioblastoma. [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 524. doi:10.1158/1538-7445.AM2014-524
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Abstract
Glioblastoma multiforme (GBM) is the most common and aggressive malignant primary brain tumor in humans. Here we show that gliomas can originate from differentiated cells in the central nervous system (CNS), including cortical neurons. Transduction by oncogenic lentiviral vectors of neural stem cells (NSCs), astrocytes, or even mature neurons in the brains of mice can give rise to malignant gliomas. All the tumors, irrespective of the site of lentiviral vector injection (the initiating population), shared common features of high expression of stem or progenitor markers and low expression of differentiation markers. Microarray analysis revealed that tumors of astrocytic and neuronal origin match the mesenchymal GBM subtype. We propose that most differentiated cells in the CNS upon defined genetic alterations undergo dedifferentiation to generate a NSC or progenitor state to initiate and maintain the tumor progression, as well as to give rise to the heterogeneous populations observed in malignant gliomas.
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Abstract LB-191: Glioblastomas can originate from neurons in the CNS. Cancer Res 2012. [DOI: 10.1158/1538-7445.am2012-lb-191] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Malignant gliomas remain one of the most aggressive tumors of the central nervous system. Different interpretations have been proposed about the nature of the neural cell type that is targeted by transformation and results in tumorigenesis. The identification of the cellular origin of gliomas presents an opportunity for improving our understanding of this type of cancer. We recently developed a mouse glioma model using Cre-inducible lentiviral vectors that faithfully recapitulate the pathophysiology of human glioblastoma multiforme (GBM). Injection of a single lentiviral vector expressing H-RasV12-shp53 in the cortex of Synapsin I-Cre (SynI-Cre) mice led to tumor formation after 6-8 weeks of injection. SynI-Cre mice primarily and specifically express the Cre recombinase transgene in differentiated neurons. Tumors were also obtained when CamK2a-Cre mice, also expressing Cre specifically in neurons, were injected with the same virus. We also aim to target astrocytes by injecting the virus either in the cortex or the stratium of GFAP-Cre mice, and tumors presenting the classical characteristics of GBM developed, suggesting that astrocytes can also serve as the glioma cell of origin. We made sections of these brains at various time points following injection of the lentiviral vector and, using high resolution large-scale mosaic imaging, we examined the expression of different markers. Notably, tumors start out to be GFAP+, but by eight weeks are largely Nestin+ and Sox2+. We believe that either astrocytes or neurons can be reprogrammed by the introduction of oncogenes/tumor suppressors to form cancer iPS-like stem cells that can give rise to all the cell lineages and heterogeneity observed in GBM. To further explore this hypothesis, we transduced primary cortical astrocytes and neurons obtained from GFAP-Cre and SynI-Cre mice, respectively. The transduced cells when switched to neural stem cell (NSC) media displayed: i) neurosphere-like structures, ii) robust NSC marker expression (Nestin and Sox2), iii) self-renewal capacity, iv) strong tumor initiating capacity, v) expression of reprogramming factors, and vi) capacity to differentiate into different lineages. Finally, we assessed the human relevance of our findings by comparing the transcriptome profile of tumors in our model with the molecular signatures of human glioma samples. The data from the molecular signatures and histopathology of tumors originating in the cortex where the primary target is astrocytes in the GFAP cre mice and Neurons in the Synapsin Cre mice show both are mesenchymal GBM subtype. We obtained Neural subtype mostly when the virus was injected in the hippocampus of Nestin-Cre mice (aim to target NSC/progenitor cells). Together, our results suggest that any cell in the brain, whether terminally differentiated or neural stem cell, can be the glioma cell of origin and the biological behavior of these tumors depends on the dysregulation of specific genetic elements.
Citation Format: {Authors}. {Abstract title} [abstract]. In: Proceedings of the 103rd Annual Meeting of the American Association for Cancer Research; 2012 Mar 31-Apr 4; Chicago, IL. Philadelphia (PA): AACR; Cancer Res 2012;72(8 Suppl):Abstract nr LB-191. doi:1538-7445.AM2012-LB-191
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Reduced cell proliferation by IKK2 depletion in a mouse lung-cancer model. Nat Cell Biol 2012; 14:257-65. [PMID: 22327365 PMCID: PMC3290728 DOI: 10.1038/ncb2428] [Citation(s) in RCA: 111] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2011] [Accepted: 01/03/2012] [Indexed: 12/13/2022]
Abstract
Lung cancer is one of the leading cancer malignancies with a five-year survival rate of only ~15%. We have developed a lentiviral vector mediated mouse model which allows generation of non-small cell lung cancer from less than one hundred alveolar epithelial cells, and investigated the role of IKK2 and NF-κB in lung cancer development. IKK2 depletion in tumour cells significantly attenuated tumour proliferation and significantly prolonged mouse survival. We identified Timp-1, one of the NF-κB target genes, as a key mediator for tumour growth. Activation of Erk signalling pathway and cell proliferation requires Timp-1 and its receptor CD63. Knockdown of either IKK2 or Timp-1 by shRNAs reduced tumour growth in both xenograft and lentiviral models. Our results, thus suggest the possible application of IKK2 and Timp-1 inhibitors in treating lung cancer.
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Analysis of the major patterns of B cell gene expression changes in response to short-term stimulation with 33 single ligands. THE JOURNAL OF IMMUNOLOGY 2005; 173:7141-9. [PMID: 15585835 DOI: 10.4049/jimmunol.173.12.7141] [Citation(s) in RCA: 45] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/23/2023]
Abstract
We examined the major patterns of changes in gene expression in mouse splenic B cells in response to stimulation with 33 single ligands for 0.5, 1, 2, and 4 h. We found that ligands known to directly induce or costimulate proliferation, namely, anti-IgM (anti-Ig), anti-CD40 (CD40L), LPS, and, to a lesser extent, IL-4 and CpG-oligodeoxynucleotide (CpG), induced significant expression changes in a large number of genes. The remaining 28 single ligands produced changes in relatively few genes, even though they elicited measurable elevations in intracellular Ca(2+) and cAMP concentration and/or protein phosphorylation, including cytokines, chemokines, and other ligands that interact with G protein-coupled receptors. A detailed comparison of gene expression responses to anti-Ig, CD40L, LPS, IL-4, and CpG indicates that while many genes had similar temporal patterns of change in expression in response to these ligands, subsets of genes showed unique expression patterns in response to IL-4, anti-Ig, and CD40L.
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