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1.
Genomics Proteomics Bioinformatics ; 18(4): 384-396, 2020 08.
Article in English | MEDLINE | ID: mdl-33338663

ABSTRACT

Muscle formation is a coordinated process driven by extensive gene expression changes where single cells fuse together to form multinucleated muscle fibers. Newly synthesized mRNAs are then regulated by RNA binding proteins (RBPs), affecting post-transcriptional transcript metabolism. Here, we determined how large-scale gene expression changes affect the catalog of RBPs by studying proliferating and differentiated muscle cells in healthy and dystrophic conditions. Transcriptomic analysis showed that the expression of more than 7000 genes was affected during myogenesis. We identified 769 RBPs, of which 294 were muscle-specific and 49 were uniquely shared with cardiomyocytes. A subset of 32 RBPs (half of which were muscle-specific) was found to be preferentially associated with target mRNAs in either myoblasts (MBs) or myotubes (MTs). A large proportion of catalytic proteins were bound to mRNAs even though they lack classical RNA binding domains. Finally, we showed how the identification of cell-specific RBPs enabled the identification of biomarkers that can separate healthy individuals from dystrophic patients. Our data show how interactome data can shed light on new basic RNA biology as well as provide cell-specific data that can be used for diagnostic purposes.


Subject(s)
Proteome , RNA-Binding Proteins , Gene Expression Profiling , Humans , Myocytes, Cardiac/metabolism , Proteome/metabolism , RNA, Messenger/genetics , RNA-Binding Proteins/genetics
2.
Oncotarget ; 8(10): 17164-17190, 2017 Mar 07.
Article in English | MEDLINE | ID: mdl-28199979

ABSTRACT

EGFR-targeted therapy is a key treatment approach in patients with RAS wildtype metastatic colorectal cancers (CRC). Still, also RAS wildtype CRC may be resistant to EGFR-targeted therapy, with few predictive markers available for improved stratification of patients. Here, we investigated response of 7 CRC cell lines (Caco-2, DLD1, HCT116, HT29, LS174T, RKO, SW480) to Cetuximab and correlated this to NGS-based mutation profiles, EGFR promoter methylation and EGFR expression status as well as to E-cadherin expression. Moreover, tissue specimens of primary and/or recurrent tumors as well as liver and/or lung metastases of 25 CRC patients having received Cetuximab and/or Panitumumab were examined for the same molecular markers. In vitro and in situ analyses showed that EGFR promoter methylation and EGFR expression as well as the MSI and or CIMP-type status did not guide treatment responses. In fact, EGFR-targeted treatment responses were also observed in RAS exon 2 p.G13 mutated CRC cell lines or CRC cases and were further linked to PIK3CA exon 9 mutations. In contrast, non-response to EGFR-targeted treatment was associated with ATM mutations and low E-cadherin expression. Moreover, down-regulation of E-cadherin by siRNA in otherwise Cetuximab responding E-cadherin positive cells abrogated their response. Hence, we here identify ATM and E-cadherin expression as potential novel supportive predictive markers for EGFR-targeted therapy.


Subject(s)
Ataxia Telangiectasia Mutated Proteins/genetics , Cadherins/genetics , Colorectal Neoplasms/genetics , ErbB Receptors/genetics , Mutation , Adult , Antibodies, Monoclonal/pharmacology , Antibodies, Monoclonal/therapeutic use , Antigens, CD , Antineoplastic Agents/pharmacology , Antineoplastic Agents/therapeutic use , Ataxia Telangiectasia Mutated Proteins/metabolism , Blotting, Western , Caco-2 Cells , Cadherins/metabolism , Cell Line, Tumor , Cell Survival/drug effects , Cell Survival/genetics , Cetuximab/pharmacology , Cetuximab/therapeutic use , Class I Phosphatidylinositol 3-Kinases , Colorectal Neoplasms/drug therapy , Colorectal Neoplasms/metabolism , DNA Methylation , ErbB Receptors/antagonists & inhibitors , ErbB Receptors/metabolism , Female , HCT116 Cells , HT29 Cells , Humans , Kaplan-Meier Estimate , Male , Middle Aged , Molecular Targeted Therapy/methods , Panitumumab , Phosphatidylinositol 3-Kinases/genetics , Promoter Regions, Genetic/genetics , RNA Interference
3.
Arch Toxicol ; 90(6): 1481-94, 2016 Jun.
Article in English | MEDLINE | ID: mdl-26838046

ABSTRACT

Activation of Wnt/ß-catenin signaling is important for human and rodent hepatocarcinogenesis. In mice, the tumor promoter phenobarbital (PB) selects for hepatocellular tumors with activating ß-catenin mutations via constitutive androstane receptor activation. PB-dependent tumor promotion was studied in mice with genetic inactivation of Apc, a negative regulator of ß-catenin, to circumvent the problem of randomly induced mutations by chemical initiators and to allow monitoring of PB- and Wnt/ß-catenin-dependent tumorigenesis in the absence of unknown genomic alterations. Moreover, the study was designed to investigate PB-induced proliferation of liver cells with activated ß-catenin. PB treatment provided Apc-deficient hepatocytes with only a minor proliferative advantage, and additional connexin 32 deficiency did not affect the proliferative response. PB significantly promoted the outgrowth of Apc-deficient hepatocellular adenoma (HCA), but simultaneously inhibited the formation of Apc-deficient hepatocellular carcinoma (HCC). The probability of tumor promotion by PB was calculated to be much lower for hepatocytes with loss of Apc, as compared to mutational ß-catenin activation. Comprehensive transcriptomic and phosphoproteomic characterization of HCA and HCC revealed molecular details of the two tumor types. HCC were characterized by a loss of differentiated hepatocellular gene expression, enhanced proliferative signaling, and massive over-activation of Wnt/ß-catenin signaling. In conclusion, PB exerts a dual role in liver tumor formation by promoting the growth of HCA but inhibiting the growth of HCC. Data demonstrate that one and the same compound can produce opposite effects on hepatocarcinogenesis, depending on context, highlighting the necessity to develop a more differentiated view on the tumorigenicity of this model compound.


Subject(s)
Adenomatous Polyposis Coli Protein/deficiency , Liver Neoplasms, Experimental/chemically induced , Phenobarbital/toxicity , Transcriptome/drug effects , Wnt Signaling Pathway/drug effects , Adenomatous Polyposis Coli Protein/genetics , Animals , Cell Proliferation/drug effects , Hepatocytes/drug effects , Hepatocytes/pathology , Immunohistochemistry , Liver Neoplasms, Experimental/genetics , Liver Neoplasms, Experimental/metabolism , Liver Neoplasms, Experimental/pathology , Male , Mice, Inbred C57BL , Mice, Transgenic , Mutation , beta Catenin/genetics
4.
Toxicol Sci ; 139(2): 501-11, 2014 Jun.
Article in English | MEDLINE | ID: mdl-24690595

ABSTRACT

The constitutive androstane receptor (CAR) and the pregnane X receptor (PXR) are closely related nuclear receptors involved in drug metabolism and play important roles in the mechanism of phenobarbital (PB)-induced rodent nongenotoxic hepatocarcinogenesis. Here, we have used a humanized CAR/PXR mouse model to examine potential species differences in receptor-dependent mechanisms underlying liver tissue molecular responses to PB. Early and late transcriptomic responses to sustained PB exposure were investigated in liver tissue from double knock-out CAR and PXR (CAR(KO)-PXR(KO)), double humanized CAR and PXR (CAR(h)-PXR(h)), and wild-type C57BL/6 mice. Wild-type and CAR(h)-PXR(h) mouse livers exhibited temporally and quantitatively similar transcriptional responses during 91 days of PB exposure including the sustained induction of the xenobiotic response gene Cyp2b10, the Wnt signaling inhibitor Wisp1, and noncoding RNA biomarkers from the Dlk1-Dio3 locus. Transient induction of DNA replication (Hells, Mcm6, and Esco2) and mitotic genes (Ccnb2, Cdc20, and Cdk1) and the proliferation-related nuclear antigen Mki67 were observed with peak expression occurring between 1 and 7 days PB exposure. All these transcriptional responses were absent in CAR(KO)-PXR(KO) mouse livers and largely reversible in wild-type and CAR(h)-PXR(h) mouse livers following 91 days of PB exposure and a subsequent 4-week recovery period. Furthermore, PB-mediated upregulation of the noncoding RNA Meg3, which has recently been associated with cellular pluripotency, exhibited a similar dose response and perivenous hepatocyte-specific localization in both wild-type and CAR(h)-PXR(h) mice. Thus, mouse livers coexpressing human CAR and PXR support both the xenobiotic metabolizing and the proliferative transcriptional responses following exposure to PB.


Subject(s)
Cell Cycle/drug effects , Liver/drug effects , Phenobarbital/toxicity , Receptors, Cytoplasmic and Nuclear/genetics , Receptors, Steroid/genetics , Transcriptome/drug effects , Animals , Cell Cycle/genetics , Cell Proliferation/drug effects , Cell Proliferation/genetics , Constitutive Androstane Receptor , Gene Expression Profiling , Humans , Liver/enzymology , Liver/metabolism , Liver/pathology , Male , Mice, Inbred C57BL , Mice, Knockout , Phenobarbital/pharmacokinetics , Pregnane X Receptor , Receptors, Cytoplasmic and Nuclear/metabolism , Receptors, Steroid/metabolism , Species Specificity , Xenobiotics/pharmacokinetics , Xenobiotics/toxicity
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