Transcriptomic analysis and mutational status of IDH1 in paired primary-recurrent intrahepatic cholangiocarcinoma [Agilent]
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ABSTRACT: Purpose: Effective target therapies for intrahepatic cholangiocarcinoma have not been identified so far. One of the reasons may be the molecular and genomic alteration difference between paired primary (PR) and recurrent (REC) tumors. We aim to identify peculiar characteristics and to select potential targets specific for recurrent tumors. Experimental design: Thirteen ICC pairs from Italian patients were collected and analyzed for gene expression profiling and mutational status of IDH1. For two pairs, deep mutational analysis by Next Generation Sequencing was also carried out. An independent cohort of patients was used for validation. Results: Two class paired comparison yielded 315 differentially expressed genes between REC and PR tumors. Up-regulated genes in RECs are involved in RNA/DNA processing, cell cycle, epithelial to mesenchymal transition (EMT), resistance to apoptosis, and cytoskeleton remodeling. Down-regulated genes participate to epithelial cell differentiation, proteolysis, apoptotic, immune response, and inflammatory processes. A 24 gene signature is able to discriminate RECs from PRs, and 9 genes predict recurrence in an independent cohort; FANCG is statistically associated with survival in the chol-TCGA dataset. IDH1 was mutated in the RECs of three patients. In the independent cohort, 2 out of 5 patients displayed the IDH1 mutation only in RECs. Deep sequencing revealed TP53, ASXL1, PTEN and DICER1 novel mutations. Conclusions: RECs displayed more aggressive phenotype; EMT, resistance to apoptosis, and cytoskeleton remodeling were key players and druggable pathways in REC. IDH1 is mutated in about 30% of patients, becoming a marker of progression and a target for therapy.
Project description:Purpose: Effective target therapies for intrahepatic cholangiocarcinoma have not been identified so far. One of the reasons may be the molecular and genomic alteration difference between paired primary (PR) and recurrent (REC) tumors. We aim to identify peculiar characteristics and to select potential targets specific for recurrent tumors. Experimental design: Thirteen ICC pairs from Italian patients were collected and analyzed for gene expression profiling and mutational status of IDH1. For two pairs, deep mutational analysis by Next Generation Sequencing was also carried out. An independent cohort of patients was used for validation. Results: Two class paired comparison yielded 315 differentially expressed genes between REC and PR tumors. Up-regulated genes in RECs are involved in RNA/DNA processing, cell cycle, epithelial to mesenchymal transition (EMT), resistance to apoptosis, and cytoskeleton remodeling. Down-regulated genes participate to epithelial cell differentiation, proteolysis, apoptotic, immune response, and inflammatory processes. A 24 gene signature is able to discriminate RECs from PRs, and 9 genes predict recurrence in an independent cohort; FANCG is statistically associated with survival in the chol-TCGA dataset. IDH1 was mutated in the RECs of three patients. In the independent cohort, 2 out of 5 patients displayed the IDH1 mutation only in RECs. Deep sequencing revealed TP53, ASXL1, PTEN and DICER1 novel mutations. Conclusions: RECs displayed more aggressive phenotype; EMT, resistance to apoptosis, and cytoskeleton remodeling were key players and druggable pathways in REC. IDH1 is mutated in about 30% of patients, becoming a marker of progression and a target for therapy.
Project description:Renal endothelial cells (RECs) from glomerular cortical and medullary kidney compartments are exposed to different microenvironmental conditions. Upon dehydration medullary RECs (mRECs) are exposed to extreme hyperosmolarity. However the heterogeneous phenotypes of RECs remain in-completely inventoried and how mRECs respond to dehydration is unknown. By single cell RNA-sequencing of >40000 RECs we identified 24 (including 8 novel) REC phenotypes highlighting extensive heterogeneity of RECs between and within the cortex glomeruli and medulla. In response to dehydration mRECs upregulated primarily the expression of genes involved in the hypoxia response glycolysis and surprisingly oxidative phosphorylation (OXPHOS). In vitro mRECs increased oxygen consumption in response to hyperosmolarity presumably to sustain ATP production for Na+/K+ ATPase pump-mediated salt excretion and to generate metabolic water during OXPHOS in order to counteract mREC hyperosmolarity unveiling a previously underappreciated role of OXPHOS. Overall RECs exhibit extensive heterogeneity and plasticity to adapt their metabolic transcriptome to overcome dehydration.
Project description:Cancer-associated IDH mutations are characterized by neomorphic enzyme activity and resultant 2 hydroxyglutarate (2HG) production. Mutational and epigenetic profiling of a large AML patient cohort revealed that IDH1/2-mutant AMLs display global DNA hypermethylation and a specific hypermethylation signature. Furthermore, expression of 2HG-producing IDH alleles in cells rapidly induced global DNA hypermethylation. In the AML cohort, IDH1/2 mutations were mutually exclusive with mutations in the α-ketoglutarate-dependent enzyme TET2, and TET2 loss-of function mutations associated with similar epigenetic defects as IDH1/2 mutants. Consistent with these genetic and epigenetic data, expression of IDH mutants impaired TET2 catalytic function in cells. Finally, either expression of mutant IDH1/2 or Tet2 depletion impaired hematopoietic differentiation and increased stem cell marker expression, suggesting a shared pro-leukemogenic effect. DNA methylation and gene expression profiling in IDH1/2 mutant vs. IDH1/2 wild-type AML
Project description:Cancer-associated IDH mutations are characterized by neomorphic enzyme activity and resultant 2 hydroxyglutarate (2HG) production. Mutational and epigenetic profiling of a large AML patient cohort revealed that IDH1/2-mutant AMLs display global DNA hypermethylation and a specific hypermethylation signature. Furthermore, expression of 2HG-producing IDH alleles in cells rapidly induced global DNA hypermethylation. In the AML cohort, IDH1/2 mutations were mutually exclusive with mutations in the α-ketoglutarate-dependent enzyme TET2, and TET2 loss-of function mutations associated with similar epigenetic defects as IDH1/2 mutants. Consistent with these genetic and epigenetic data, expression of IDH mutants impaired TET2 catalytic function in cells. Finally, either expression of mutant IDH1/2 or Tet2 depletion impaired hematopoietic differentiation and increased stem cell marker expression, suggesting a shared pro-leukemogenic effect.
Project description:Glioblastoma (GBM) is a highly aggressive type of glioma with poor prognosis. However, a small number of patients live much longer than the median survival. A better understanding of these long-term survivors (LTS) may provide important insight into the biology of GBM. We identified 7 patients with GBM treated at Memorial Sloan-Kettering Cancer Center (MSKCC) with survival greater than 48 months. We characterized the transcriptome of each patient and determined rates of MGMT promoter methylation and IDH1 and IDH2 mutational status. We identified LTS in two independent cohorts (TCGA and REMBRANDT) and analyzed the transcriptomal characteristics of these LTS. The median overall survival of our cohort was 62.5 months. LTS were distributed between the proneural (n=2), neural (n=2), classical (n=2) and mesenchymal (n=1) subtypes. Similarly, LTS in the TCGA and REMBRANDT cohorts demonstrated diverse transcriptomal subclassification identity. The majority of the MSKCC LTS (71%) were found to have methylation of the MGMT promoter. None of the patients had an IDH1 or IDH2 mutations, and IDH mutation occurred in a minority of the TCGA LTS as well. A set of 42 genes was found to be differentially expressed in the MSKCC and TCGA LTS. While IDH mutant proneural tumors impart a better prognosis in the short-term, survival beyond 4 years does not require IDH mutation and is not dictated by a single transcriptional subclass. In contrast, MGMT methylation continues to have strong prognostic value for survival beyond 4 years. These findings have substantial impact for understanding GBM biology and progression. All tumors (n = 7) were obtained following surgical resection at the MSKCC as part of routine clinical care, and snap frozen. Tumors were obtained in accordance with Institutional Review Board policies at the MSKCC. Each sample was examined histologically by 3 independent neuropathologists and confirmed to be World Health Organization (WHO) grade IV glioma (GBM). Before analysis, tumors were sectioned and microdissected. Genomic DNA or RNA was extracted using the DNeasy kit (Qiagen) or RNeasy Lipid Tissue Mini Kit (Qiagen) as per the manufacturer’s instructions. Expression analysis of tumors was performed using the Affymetrics U133 2.0 microarray (Affymetrix). Affymetrix CEL files were imported into the Partek Genomics Suite (Partek). The TCGA gene expression data (HT-HG-U133A) was accessed from the TCGA data repositories (http://cancergenome.nih.gov, date of download 12/2013).
Project description:Glioblastoma (GBM) is a highly aggressive type of glioma with poor prognosis. However, a small number of patients live much longer than the median survival. A better understanding of these long-term survivors (LTS) may provide important insight into the biology of GBM. We identified 7 patients with GBM treated at Memorial Sloan-Kettering Cancer Center (MSKCC) with survival greater than 48 months. We characterized the transcriptome of each patient and determined rates of MGMT promoter methylation and IDH1 and IDH2 mutational status. We identified LTS in two independent cohorts (TCGA and REMBRANDT) and analyzed the transcriptomal characteristics of these LTS. The median overall survival of our cohort was 62.5 months. LTS were distributed between the proneural (n=2), neural (n=2), classical (n=2) and mesenchymal (n=1) subtypes. Similarly, LTS in the TCGA and REMBRANDT cohorts demonstrated diverse transcriptomal subclassification identity. The majority of the MSKCC LTS (71%) were found to have methylation of the MGMT promoter. None of the patients had an IDH1 or IDH2 mutations, and IDH mutation occurred in a minority of the TCGA LTS as well. A set of 42 genes was found to be differentially expressed in the MSKCC and TCGA LTS. While IDH mutant proneural tumors impart a better prognosis in the short-term, survival beyond 4 years does not require IDH mutation and is not dictated by a single transcriptional subclass. In contrast, MGMT methylation continues to have strong prognostic value for survival beyond 4 years. These findings have substantial impact for understanding GBM biology and progression.
Project description:Ollier disease and Maffucci syndrome are non-hereditary skeletal disorders characterized by multiple enchondromas (Ollier) combined with spindle cell hemangiomas (Maffucci). We found somatic heterozygous IDH1 mutations (R132C and R132H) in 83% of enchondromas, benign cartilage tumors, as well as in 40% of spindle cell hemangiomas, benign vascular lesions. In total, 33 of 42 (78%) patients with Ollier disease and 7 of 13 (54%) patients with Maffucci syndrome carried a mutation in at least one of their tumors. Twelve patients with multiple tumors at different locations displayed identical mutations in separate lesions. Immunohistochemical staining for the R132H IDH1 mutant protein suggested intraneoplastic as well as somatic mosaicism. IDH1 mutations were less frequent (63%) in high grade malignant cartilage tumors in Ollier disease, suggesting that IDH1 is less important for malignant transformation. IDH1 and IDH2 mutations were found in 36% of sporadic cartilage tumors and in four cell lines derived from sporadic chondrosarcomas. 16 samples were analyzed in two color experiment, using normal male or female as a reference sample (gender mismatched)
Project description:In this study, the authors had developed a machine learning model to predict immune checkpoint blockade (ICB) response by integrating genomic, molecular, demographic and clinical data from a curated cohort (MSK-IMPACT) with 1479 patients treated with ICB across 16 different types of cancer. This model significantly outperformed the predictions based on Tumor Mutational Burden (TCB). This model uses two types of random forests, one uses 16 features and the other uses 11 features. These features are selected based on their permutation importance score. The model was deployed on docker to reproduce the results and the data was shared to promote FAIReR sharing of machine learning models.
Project description:We show that in an appropriate feeder cell-based culture system, it is feasible to isolate and long-term expand the progenitor-like SOX9+ renal epithelial cells (SOX9+ RECs) from adult mammalians. Single cell-derived SOX9+ REC lines can be established from human needle biopsy or urine samples with molecular homogeneity and genomic stability maintained during culture. Such cells grown in 3D culture system could self-organize into renal organoids composed of proximal tubular, Loop of Henle (LOH) and distal tubular cells as illustrated by single cell transcriptomic analysis.
Project description:Breast cancer research is hampered by difficulties in obtaining and studying primary human breast tissue, and by the lack of in vivo preclinical models that reflect patient tumor biology accurately. To overcome these limitations, we propagated a cohort of human breast tumors grown in the epithelium-free mammary fat pad of SCID/Beige and NOD/SCID/IL2γ-receptor null (NSG) mice, under a series of transplant conditions. Both models yielded stably transplantable xenografts at comparably high rates (~23% and ~19%, respectively). Of the conditions tested, xenograft take rate was highest in the presence of a low-dose estradiol pellet. Overall, 32 stably transplantable xenograft lines were established, representing unique 25 patients. Most tumors yielding xenografts were “triple-negative” (ER-PR-HER2+) (n=19). However, we established lines from three ER-PR-HER2+ tumors, one ER+PR-HER2-, one ER+PR+HER2- and one “triple-positive” (ER+PR+HER2+) tumor. Serially passaged xenografts show biological consistency with the tumor of origin, are phenotypic stability across multiple transplant generations at the histological, transcriptomic, proteomic, and genomic levels, and show comparable treatment responses. Xenografts representing 12 patients, including two ER+ lines, showed metastasis to the mouse lung. These models thus serve as a renewable, quality-controlled tissue resource for preclinical studies investigating treatment response and metastasis.