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Transcriptomic Differences Associated with TSC2 Gene Expression Loss in Lymphangioleiomyomatosis [mouse cells]

ABSTRACT: Pulmonary Lymphangioleiomyomatosis (LAM), a rare lung disease that affects predominantly women, is characterized by proliferation of smooth muscle-like cells in the lungs, destruction of lung tissue, upregulation of VEGF-D, and growth of lymphatic vessels inducing a loss of pulmonary function. TSC2 gene mutations that render TSC2 inactive are a common finding associated with LAM. To better understand the function of the TSC2 gene, we sought to characterize differences in the transcriptome of cells where TSC2 is inactivated. RNA-Seq was used to measure transcript expression differences between TSC2-null mouse embryonic fibroblasts and TSC2-expressed mouse embryonic fibroblasts. The Illumina TruSeq method was used to prepare stranded poly(A)-selected RNA-Seq libraries, and 100bp paired-end reads were generated with an Illumina Hi-Seq 2500 instrument in high output mode. RNA-Seq data was analyzed using kallisto (http://pachterlab.github.io/kallisto/) and R.

ORGANISM(S): Mus musculus

PROVIDER: GSE84477 | GEO | 2018/05/23

REPOSITORIES: GEO

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Transcriptomic Differences Associated with TSC2 Gene Expression Loss in Lymphangioleiomyomatosis [human cells]

Project description:Pulmonary Lymphangioleiomyomatosis (LAM), a rare lung disease that affects predominantly women, is characterized by proliferation of smooth muscle-like cells in the lungs, destruction of lung tissue, upregulation of VEGF-D, and growth of lymphatic vessels inducing a loss of pulmonary function. TSC2 gene mutations that render TSC2 inactive are a common finding associated with LAM. To better understand the function of the TSC2 gene in LAM , we sought to characterize differences in the transcriptome of cells where TSC2 is inactivated. RNA-Seq was used to measure transcript expression differences between a human TSC2-null angiolipoma cell line derived from an individual with LAM, and the same cell line with re-expressed TSC2 to serve as a control. The Illumina TruSeq method was used to prepare poly(A)-selected stranded RNA-Seq libraries, and 100bp paired-end reads were generated with an Illumina Hi-Seq 2500 instrument in high output mode. RNA-Seq data was analyzed using kallisto (http://pachterlab.github.io/kallisto/) and R.

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Expression data from LAM-associated fibroblasts and normal human lung fibroblasts co-cultured with TSC2-/- 621-101 cells

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Project description:Lymphangioleiomyomatosis (LAM) is characterized by cystic lung destruction caused by smooth, muscle-like LAM cells which have mutations in the tumor suppressor genes Tuberous Sclerosis Complex (TSC) 1 or 2, and the capacity to metastasize. Since chemokines and their receptors function in chemotaxis of metastatic cells, we hypothesized that LAM cells may be recruited by chemokine(s) in the lung. Quantification of 25 chemokines in bronchoalveolar lavage fluid from LAM patients and healthy volunteers revealed that concentrations of MCP-1/CCL2, GROa/CXCL1 and ENA-78/CXCL5 were significantly higher in samples from LAM patients than healthy volunteers. In this transcript analysis, expression of chemokine and chemokine receptor mRNA in LAM cells differed from those in melanoma and smooth muscle cells. Subsequent immunohistochemistry of lung sections from 30 LAM patients confirmed protein expression of chemokines and these receptors varied among LAM patient and differed from that seen in breast cancer and melanoma cells. . In vitro, MCP-1/CCL2 induced selective migration of cells showing loss of heterozygosity of TSC2 from a heterogeneous populations of cells grown from explanted LAM lungs. In addition, the frequencies of single-nucleotide polymorphisms in the MCP-1 gene promoter region differed significantly in LAM patients and healthy volunteers (p=0.018), and one polymorphism was associated significantly more frequently with the decline of lung function. These observations are consistent with the notion that chemokines such as MCP-1 may serve to specify site of LAM cell metastasis. Keywords: Human patient sample comparison with cell lines The study is of case/control design with biological replication. Biopsies of nodules from 14 LAM patients (cases) are compared with cultured cell lines (controls) with similar properties.

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Comparative RNA sequencing identifies superior cytocidal mechanisms of imatinib over rapamycin in Pulmonary Lymphangioleiomyomatosis (LAM) Tumor Cells

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Project description:Lymphangioleiomyomatosis (LAM) is a metastasizing neoplasm of reproductive age women which causes cystic lung remodeling and progressive respiratory failure. While LAM lesions are known to contain abnormal smooth muscle-like cells which harbor mTOR activating mutations in TSC1 or TSC2, the tissue origins of the mutant “LAM cells” that invade the lung remain unclear. By employing single cell and single nuclear RNA sequencing on explanted LAM lungs, we identified a unique population of cells and associated signature genes and gene networks which were readily distinguished from those of endogenous lung cells. These unique LAMCORE cells shared closest transcriptomic similarity to normal uterus and share transcriptomic features with neural crest, as identified in uterine LAM lesions by single nuclear RNA-seq. Immunofluorescence microscopy demonstrated the expression of LAMCORE cell signature genes within LAM lesions in both lung and uterus. Serum aptamer proteomics and ELISA identified biomarkers consistent with the signature genes expressed and predicted to be secreted by LAMCORE cells. Single cell transcriptomics strongly supports a uterine neural crest origin of LAMCORE cells; providing insights into disease pathogenesis and informing future treatment strategies for LAM.

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Tissue-Engineered Disease Modeling of Lymphangioleiomyomatosis Exposes a Therapeutic Vulnerability to HDAC Inhibition

Project description:Lymphangioleiomyomatosis (LAM) is a rare disease involving cystic lung destruction by invasive LAM cells. These cells harbor loss-of-function mutations in TSC2, conferring hyperactive mTORC1 signaling. Here, tissue engineering tools are employed to model LAM and identify new therapeutic candidates. Biomimetic hydrogel culture of LAM cells is found to recapitulate the molecular and phenotypic characteristics of human disease more faithfully than culture on plastic. A 3D drug screen is conducted, identifying histone deacetylase (HDAC) inhibitors as anti-invasive agents that are also selectively cytotoxic toward TSC2−/− cells. The anti-invasive effects of HDAC inhibitors are independent of genotype, while selective cell death is mTORC1-dependent and mediated by apoptosis. Genotype-selective cytotoxicity is seen exclusively in hydrogel culture due to potentiated differential mTORC1 signaling, a feature that is abrogated in cell culture on plastic. Importantly, HDAC inhibitors block invasion and selectively eradicate LAM cells in vivo in zebrafish xenografts. These findings demonstrate that tissue-engineered disease modeling exposes a physiologically relevant therapeutic vulnerability that would be otherwise missed by conventional culture on plastic. This work substantiates HDAC inhibitors as possible therapeutic candidates for the treatment of patients with LAM and requires further study.

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Rapamycin-insensitive up-regulation of MMP2 and other genes in TSC2- deficient LAM-like cells

Project description:Rationale: Increased matrix metalloproteinase (MMP) activity has been implicated in the pathogenesis of lymphangioleiomyomatosis (LAM). Objectives: To investigate how TSC1 or TSC2 deficiency alters MMP expression and regulation. Methods: We studied immortalized cells that lack TSC2 derived from an angiomyolipoma (AML) of a LAM patient, and a TSC2 add back derivative; and murine embryonic fibroblast cells that lack Tsc1 or Tsc2 and respective controls. Global gene expression analysis was carried out in the AML and derivative cell lines. MMP levels in the conditioned media from these cells were analyzed by zymography and ELISA. Measurements and Main Results: We found increased MMP-2 expression in cells lacking TSC1/TSC2 compared to their respective controls by zymography. MMP-2 overproduction by these cells was not affected by rapamycin treatment. Gene expression analysis confirmed increased MMP-2 gene expression that was not affected by rapamycin. Furthermore, multiple other genes were found to be over-expressed in rapamycin-treated TSC2-deficient cells compared to TSC2+ cells. Conclusions: We conclude that TSC1/TSC2 deficiency leads to MMP-2 overproduction that is rapamycin insensitive, and that several genes exhibit similar patterns suggesting TSC1/TSC2 dependent but mTOR independent pathways may be involved in the pathogenesis of LAM.

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Expression data from Tsc2-null cell line ELT3, and the ELT3-derivative rapamycin-resistant cell line ELT3-245

Project description:Tuberous Sclerosis Complex (TSC) and Lymphangioleiomyomatosis (LAM) are caused by inactivating mutations in TSC1 or TSC2, leading to mTORC1 hyperactivation. The mTORC1 inhibitors rapamycin and analogs (rapalogs) are approved for treating of TSC and LAM. Due to their cytostatic and not cytocidal action, discontinuation of treatment leads to tumor regrowth and decline in pulmonary function. Therefore, life-long rapalog treatment is proposed for the control of TSC and LAM lesions, which increases the chances for the development of acquired drug resistance. Understanding the signaling perturbations leading to rapalog resistance is critical for the development of better therapeutic strategies. We developed the first Tsc2-null rapamycin-resistant cell line, ELT3-245, which is highly tumorigenic in mice, and refractory to rapamycin treatment. In vitro ELT3-245 cells exhibit enhanced anchorage-independent cell survival, resistance to anoikis, and loss of epithelial markers. A key alteration in ELT3-245 is increased β-catenin signaling. We propose that a subset of cells in TSC and LAM lesions have additional signaling aberrations, thus possess the potential to become resistant to rapalogs. Alternatively, when challenged with rapalogs TSC-null cells are reprogrammed to express mesenchymal-like markers. These signaling changes could be further exploited to induce clinically-relevant long-term remissions.

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