ABSTRACT
HER2 is a crucial therapeutic target in breast cancer, and the survival rate of breast cancer patients has increased because of this receptor's inhibition. However, tumors have shown resistance to this therapeutic strategy due to oncogenic mutations that decrease the binding of several HER2-targeted drugs, including lapatinib, and confer resistance to this drug. Neratinib can overcome this drug resistance and effectively inhibit HER2 signaling and tumor growth. In the present study, we examined the efficacy of lapatinib and neratinib using breast cancer cells by Raman microscopy combined with a deep wavelet scattering-based multivariate analysis framework. This approach discriminated between control cells and drug-treated cells with high accuracy, compared to classical principal component analysis. Both lapatinib and neratinib induced changes in the cellular biochemical composition. Furthermore, the Raman results were compared with the results of several in vitro assays. For instance, drug-treated cells exhibited (i) inhibition of ERK and AKT phosphorylation, (ii) inhibition of cellular proliferation, (iii) cell-cycle arrest, and (iv) apoptosis as indicated by western blotting, real-time cell analysis (RTCA), cell-cycle analysis, and apoptosis assays. Thus, the observed Raman spectral changes are attributed to cell-cycle arrest and apoptosis. The results also indicated that neratinib is more potent than lapatinib. Moreover, the uptake and distribution of lapatinib in cells were visualized through its label-free marker bands in the fingerprint region using Raman spectral imaging. These results show the prospects of Raman microscopy in drug evaluation and presumably in drug discovery.
Subject(s)
Antineoplastic Agents , Breast Neoplasms , Humans , Female , Lapatinib/pharmacology , Lapatinib/therapeutic use , Antineoplastic Agents/pharmacology , Antineoplastic Agents/therapeutic use , Receptor, ErbB-2/metabolism , Quinazolines/pharmacology , Drug Resistance, Neoplasm , Breast Neoplasms/pathology , Apoptosis , Spectrum Analysis , Cell Line, Tumor , Protein Kinase Inhibitors/pharmacologyABSTRACT
Although approximately half of all metastatic colorectal cancers (mCRCs) harbour mutations in KRAS or NRAS, hardly any progress has been made regarding targeted treatment for this group over the last few years. Here, we investigated the efficacy of vertical inhibition of the RAS-pathway by targeting epidermal growth factor receptor (EGFR) and mitogen-activated protein kinase kinase (MEK) in patient-derived xenograft (PDX) tumours with primary KRAS mutation. In total, 19 different PDX models comprising 127 tumours were tested. Responses were evaluated according to baseline tumour volume changes and graded as partial response (PR; ≤ - 30%), stable disease (SD; between -30% and +20%) or progressive disease (PD; ≥ + 20%). Vertical inhibition with trametinib and cetuximab induced SD or PR in 74% of analysed models, compared to 24% by monotherapy with trametinib. In cases of PR by vertical inhibition (47%), responses were lasting (as long as day 137), with a low incidence of secondary resistance (SR). Molecular analyses revealed that primary and SR was driven by transcriptional reprogramming activating the RAS pathway in a substantial fraction of tumours. Together, these preclinical data strongly support the translation of this combination therapy into clinical trials for CRC patients.
Subject(s)
Antineoplastic Agents , Colorectal Neoplasms , Humans , Cetuximab/pharmacology , Cetuximab/therapeutic use , Antineoplastic Agents/pharmacology , Antineoplastic Agents/therapeutic use , Proto-Oncogene Proteins p21(ras)/genetics , Proto-Oncogene Proteins p21(ras)/metabolism , Heterografts , Colorectal Neoplasms/drug therapy , Colorectal Neoplasms/genetics , Colorectal Neoplasms/pathology , Mitogen-Activated Protein Kinase Kinases/metabolism , Mutation/geneticsABSTRACT
Chimeric antigen receptors (CARs) have improved cancer immunotherapy in recent years. Immune cells, such as Natural killer cells (NK-cells) or T cells, are used as effector cells in CAR-therapy. NK92-cells, a cell line with known cytotoxic activity, are of particular interest in CAR-therapy since culturing conditions are simple and anti-tumor efficacy combined with a manageable safety profile was proven in clinical trials. The major pathways of immune effector cells, including NK92-cells, to mediate cytotoxicity, are the perforin/granzyme and the death-receptor pathway. Detailed knowledge of CAR-effector cells' cytotoxic mechanisms is essential to unravel resistance mechanisms, which potentially arise by resistance against apoptosis-inducing signaling. Since mutations in apoptosis pathways are frequent in lymphoma, the impact on CAR-mediated cytotoxicity is of clinical interest. In this study, knockout models of CD19-CAR-NK92 cells were designed, to investigate cytotoxic pathways in vitro. Knockout of perforin 1 (Prf1) and subsequent abrogation of the perforin/granzyme pathway dramatically reduced the cytotoxicity of CD19-CAR-NK92 cells. In contrast, knockout of FasL and inhibition of TRAIL (tumor necrosis factor-related apoptosis-inducing ligands) did not impair cytotoxicity in most conditions. In conclusion, these results indicate the perforin/granzyme pathway as the major pathway to mediate cytotoxicity in CD19-CAR-NK92 cells.
Subject(s)
Receptors, Chimeric Antigen , Humans , Perforin , Receptors, Chimeric Antigen/genetics , Granzymes/metabolism , Antigens, CD19 , Tumor Necrosis Factor-alpha , Cytotoxicity, ImmunologicABSTRACT
BACKGROUND: The development of secondary resistance (SR) in metastatic colorectal cancer (mCRC) treated with anti-epidermal growth factor receptor (anti-EGFR) antibodies is not fully understood at the molecular level. Here we tested in vivo selection of anti-EGFR SR tumors in CRC patient-derived xenograft (PDX) models as a strategy for a molecular dissection of SR mechanisms. METHODS: We analyzed 21 KRAS, NRAS, BRAF, and PI3K wildtype CRC patient-derived xenograft (PDX) models for their anti-EGFR sensitivity. Furthermore, 31 anti-EGFR SR tumors were generated via chronic in vivo treatment with cetuximab. A multi-omics approach was employed to address molecular primary and secondary resistance mechanisms. Gene set enrichment analyses were used to uncover SR pathways. Targeted therapy of SR PDX models was applied to validate selected SR pathways. RESULTS: In vivo anti-EGFR SR could be established with high efficiency. Chronic anti-EGFR treatment of CRC PDX tumors induced parallel evolution of multiple resistant lesions with independent molecular SR mechanisms. Mutations in driver genes explained SR development in a subgroup of CRC PDX models, only. Transcriptional reprogramming inducing anti-EGFR SR was discovered as a common mechanism in CRC PDX models frequently leading to RAS signaling pathway activation. We identified cAMP and STAT3 signaling activation, as well as paracrine and autocrine signaling via growth factors as novel anti-EGFR secondary resistance mechanisms. Secondary resistant xenograft tumors could successfully be treated by addressing identified transcriptional changes by tailored targeted therapies. CONCLUSIONS: Our study demonstrates that SR PDX tumors provide a unique platform to study molecular SR mechanisms and allow testing of multiple treatments for efficient targeting of SR mechanisms, not possible in the patient. Importantly, it suggests that the development of anti-EGFR tolerant cells via transcriptional reprogramming as a cause of anti-EGFR SR in CRC is likely more prevalent than previously anticipated. It emphasizes the need for analyses of SR tumor tissues at a multi-omics level for a comprehensive molecular understanding of anti-EGFR SR in CRC.
Subject(s)
Biomarkers, Tumor , Cellular Reprogramming/genetics , Colorectal Neoplasms/etiology , Drug Resistance, Neoplasm/genetics , Transcription, Genetic , Alleles , Animals , Cell Line , Clonal Evolution , Colorectal Neoplasms/drug therapy , Colorectal Neoplasms/metabolism , Colorectal Neoplasms/pathology , Computational Biology , DNA Copy Number Variations , Disease Models, Animal , ErbB Receptors/antagonists & inhibitors , ErbB Receptors/metabolism , Gene Expression Profiling , High-Throughput Nucleotide Sequencing , Humans , Mice , Molecular Targeted Therapy , Mutation , Protein Kinase Inhibitors/pharmacology , Protein Kinase Inhibitors/therapeutic use , Exome Sequencing , Xenograft Model Antitumor AssaysABSTRACT
The vascular endothelial growth factor (VEGF) is well known for its wide-ranging functions, not only in the vascular system, but also in the central (CNS) and peripheral nervous system (PNS). To study the role of VEGF in neuronal protection, growth and maturation processes have recently attracted much interest. These effects are mainly mediated by VEGF receptor 2 (VEGFR-2). Current studies have shown the age-dependent expression of VEGFR-2 in Purkinje cells (PC), promoting dendritogenesis in neonatal, but not in mature stages. We hypothesize that microRNAs (miRNA/miR) might be involved in the regulation of VEGFR-2 expression during the development of PC. In preliminary studies, we performed a miRNA profiling and identified miR204-5p as a potential regulator of VEGFR-2 expression. In the recent study, organotypic slice cultures of rat cerebella (postnatal day (p) 1 and 9) were cultivated and VEGFR-2 expression in PC was verified via immunohistochemistry. Additionally, PC at age p9 and p30 were isolated from cryosections by laser microdissection (LMD) to analyse VEGFR-2 expression by quantitative RT-PCR. To investigate the influence of miR204-5p on VEGFR-2 levels in PC, synthetic constructs including short hairpin (sh)-miR204-5p cassettes (miRNA-mimics), were microinjected into PC. The effects were analysed by confocal laser scanning microscopy (CLSM) and morphometric analysis. For the first time, we could show that miR204-5p has a negative effect on VEGF sensitivity in juvenile PC, resulting in a significant decrease of dendritic growth compared to untreated juvenile PC. In mature PC, the overexpression of miR204-5p leads to a shrinkage of dendrites despite VEGF treatment. The results of this study illustrate, for the first time, which miR204-5p expression has the potential to play a key role in cerebellar development by inhibiting VEGFR-2 expression in PC.
Subject(s)
MicroRNAs/genetics , Purkinje Cells/physiology , Vascular Endothelial Growth Factor Receptor-2/genetics , Animals , Cerebellum/cytology , Cerebellum/physiology , Dendrites/physiology , Down-Regulation/drug effects , Female , Gene Expression Regulation/drug effects , Laser Capture Microdissection , Male , Organ Culture Techniques , Purkinje Cells/drug effects , Rats, Wistar , Receptors, Vascular Endothelial Growth Factor/genetics , Vascular Endothelial Growth Factor A/metabolism , Vascular Endothelial Growth Factor A/pharmacology , Vascular Endothelial Growth Factor Receptor-2/metabolismABSTRACT
In relapsed and refractory multiple myeloma (MM), adoptive cell therapies (ACT) including CAR-T-cells are under clinical investigation. However, relapse due to T-cell exhaustion or limited persistence is an obstacle. Before ACT are considered in MM, high-dose (HD) melphalan followed by autologous stem-cell transplantation (autoSCT) has been administered in most clinical situations. Yet, the impact of HD chemotherapy on T-cells in MM with respect to ACT is unclear. In this study, T-lymphocytes' phenotypes, expansion properties, lentiviral transduction efficacy, and gene expression were examined with special respect to patients following HD melphalan. Significant impairment of T-cells' expansion and transduction rates could be demonstrated. Expansion was diminished due to inherent disadvantages of the predominant T-cell phenotype but restored over time. The quantitative fraction of CD27-/CD28- T-cells before expansion was predictive of T-cell yield. Following autoSCT, the transduction efficacy was reduced by disturbed lentiviral genome integration. Moreover, an unfavorable T-cell phenotype after expansion was demonstrated. In initial analyses of CD107a degranulation impaired T-cell cytotoxicity was detected in one patient following melphalan and autoSCT. The findings of our study have potential implications regarding the time point of leukapheresis for CAR-T-cell manufacturing. Our results point to a preferred interval of more than 3 months until patients should undergo cell separation for CAR-T therapy in the specific situation post-HD melphalan/autoSCT. Monitoring of CD27-/CD28- T-cells, has the potential to influence clinical decision making before apheresis in MM.
ABSTRACT
CD19-directed CAR-T-cells (CD19-CAR) have demonstrated remarkable clinical results in patients suffering from refractory or relapsed lymphoma and acute lymphoblastic leukemia. In order to further optimize follow-up, to explain treatment failure, and to control adverse events biomarkers for monitoring of response are urgently needed. Peak expansion and persistence are correlated with response rates and severity of side effects. However, no standardized method or commercially assay for CD19-CAR measurement is established yet. In this study, two primer-probe assays for digital-droplet PCR (ddPCR) were designed and subsequently explored on 54 samples collected from seven patients after CD19-CAR treatment with axi-cel over time. Detection and quantification of CAR-T-cells were feasible and reliable for all patients included. Peak expansion measured with our assay significantly correlated with the grade of neurologic adverse events but not with cytokine release syndrome. All patients with loss of CAR-signal eventually had disease progression. In summary, our novel assay allows monitoring of CAR-T-cells in vivo and may add to safety and efficacy of CAR-T treatment.
ABSTRACT
We evaluated the quantification strategies label-free (LF), stable isotope labeling by amino acids in cell culture (SILAC), and tandem mass tags (TMT) and their performance in quantification of proteins and phosphosites (p-sites) to identify the most powerful approach for monitoring cellular signaling. We analyzed the epidermal growth factor receptor (EGFR) signaling network, which plays an essential role in colorectal cancer, and studied its dynamics within 24 h upon treatment with the EGFR-blocking antibody cetuximab, representing the first cellular adaption toward therapy. LF achieved superior coverage but was outperformed by label-based approaches regarding technical variability, especially for quantification of p-sites. TMT showed the lowest coverage and most missing values. We found that its performance considerably decreases when experimental replicates are distributed over several TMT plexes. SILAC showed the highest precision and outstanding performance for quantification of p-sites, rendering it the method of choice for analyzing cellular signaling in cell culture models. On the protein level, we observed only little regulation upon cetuximab treatment, whereas a great fraction of p-sites was significantly regulated. These dynamics represented an initial downregulation of the MAPK pathway, which was partially rescued as early as 24 h after treatment. We identified upregulation and signaling via ERBB3 as well as calcium and cAMP signaling as possible mechanisms bypassing the blockage of EGFR.
Subject(s)
Colorectal Neoplasms , Proteomics , Cell Line , Colorectal Neoplasms/drug therapy , ErbB Receptors/genetics , Humans , Isotope LabelingABSTRACT
Neutrophils produce a cocktail of oxidative species during the so-called oxidative burst to attack phagocytized bacteria. However, little is known about the neutrophils' redox homeostasis during the oxidative burst and there is currently no consensus about the interplay between oxidative species and cellular signaling, e.g. during the initiation of the production of neutrophil extracellular traps (NETs). Using the genetically encoded redox sensor roGFP2, expressed in the cytoplasm of the neutrophil-like cell line PLB-985, we saw that stimulation by both PMA and E. coli resulted in oxidation of the thiol residues in this probe. In contrast to the redox state of phagocytized bacteria, which completely breaks down, the neutrophils' cytoplasmic redox state switched from its intital -318⯱â¯6â¯mV to a new, albeit higher oxidized, steady state of -264⯱â¯5â¯mV in the presence of bacteria. This highly significant oxidation of the cytosol (p valueâ¯=â¯7â¯×â¯10-5) is dependent on NOX2 activity, but independent of the most effective thiol oxidant produced in neutrophils, MPO-derived HOCl. While the shift in the intracellular redox potential is correlated with effective NETosis, it is, by itself not sufficient: Inhibition of MPO, while not affecting the cytosolic oxidation, significantly decreased NETosis. Furthermore, inhibition of PI3K, which abrogates cytosolic oxidation, did not fully prevent NETosis induced by phagocytosis of bacteria. Thus, we conclude that NET-formation is regulated in a multifactorial way, in part by changes of the cytosolic thiol redox homeostasis in neutrophils, depending on the circumstance under which the generation of NETs was initiated.
Subject(s)
Homeostasis , Neutrophil Activation/physiology , Neutrophils/physiology , Oxidation-Reduction , Algorithms , Biomarkers , Cell Line , Extracellular Traps/immunology , Extracellular Traps/metabolism , Gene Expression , Genes, Reporter , Humans , Immunophenotyping , Intracellular Space , Models, Biological , Phagocytosis/immunologyABSTRACT
Aberrations within the PI3K/AKT signaling axis are frequently observed in numerous cancer types, highlighting the relevance of these pathways in cancer physiology and pathology. However, therapeutic interventions employing AKT inhibitors often suffer from limitations associated with target selectivity, efficacy, or dose-limiting effects. Here we present the first crystal structure of autoinhibited AKT1 in complex with the covalent-allosteric inhibitor borussertib, providing critical insights into the structural basis of AKT1 inhibition by this unique class of compounds. Comprehensive biological and preclinical evaluation of borussertib in cancer-related model systems demonstrated a strong antiproliferative activity in cancer cell lines harboring genetic alterations within the PTEN, PI3K, and RAS signaling pathways. Furthermore, borussertib displayed antitumor activity in combination with the MEK inhibitor trametinib in patient-derived xenograft models of mutant KRAS pancreatic and colon cancer. SIGNIFICANCE: Borussertib, a first-in-class covalent-allosteric AKT inhibitor, displays antitumor activity in combination with the MEK inhibitor trametinib in patient-derived xenograft models and provides a starting point for further pharmacokinetic/dynamic optimization.
Subject(s)
Antineoplastic Agents/pharmacology , Colorectal Neoplasms/drug therapy , Mutation , Pancreatic Neoplasms/drug therapy , Proto-Oncogene Proteins c-akt/antagonists & inhibitors , Proto-Oncogene Proteins p21(ras)/genetics , Pyridones/pharmacology , Pyrimidinones/pharmacology , Animals , Apoptosis , Cell Cycle , Cell Proliferation , Colorectal Neoplasms/genetics , Colorectal Neoplasms/metabolism , Colorectal Neoplasms/pathology , Drug Therapy, Combination , Female , Humans , Mice , Mice, Nude , Pancreatic Neoplasms/genetics , Pancreatic Neoplasms/metabolism , Pancreatic Neoplasms/pathology , Tumor Cells, Cultured , Xenograft Model Antitumor AssaysABSTRACT
Monitoring the drug efficacy or resistance in vitro is usually carried out by measuring the response of single few proteins. However, observation of single proteins instead of an integral cell response may lead to results that are not consistent with patient's response to a drug. We present a Raman spectroscopic method that detects the integral cell response to drugs such as tyrosine kinase inhibitors (TKIs). Non-small cell lung cancer (NSCLC) patients with EGFR mutations develop acquired resistance to first (erlotinib)- and third (osimertinib)-generation TKIs. Large erlotinib-induced differences were detected by Raman micro-spectroscopy in NSCLC cells without T790M EGFR mutation but not in cells with this mutation. Additionally, Raman difference spectra detected the response of NSCLC cells with T790M EGFR mutation to second- (neratinib) and third-generation (osimertinib) TKIs, and the resistance of cells with T790M/C797S EGFR mutation to osimertinib. Thus, the in vitro Raman results indicated that NSCLC cells with T790M and T790M/C797S EGFR mutations are resistant to erlotinib- and osimertinib, respectively, consistent with the observed responses of patients. This study shows the potential of Raman micro-spectroscopy to monitor drug resistance and opens a new door to in vitro companion diagnostics for screening personalized therapies.
Subject(s)
Carcinoma, Non-Small-Cell Lung/drug therapy , Drug Monitoring/methods , Drug Resistance, Neoplasm , Lung Neoplasms/drug therapy , Protein Kinase Inhibitors/therapeutic use , Spectrum Analysis, Raman , Amino Acid Substitution , Carcinoma, Non-Small-Cell Lung/diagnosis , Carcinoma, Non-Small-Cell Lung/genetics , Drug Resistance, Neoplasm/genetics , Drug Screening Assays, Antitumor , ErbB Receptors/genetics , Humans , Lung Neoplasms/diagnosis , Lung Neoplasms/genetics , Molecular Targeted Therapy , Precision Medicine , Spectrum Analysis, Raman/methods , Treatment Outcome , Tumor Cells, CulturedABSTRACT
Nuclear spheres are composed of FE65, TIP60, BLM and other yet unknown proteins. The amyloid precursor protein plays a central role for the generation of these highly toxic aggregates in the nucleus of cells. Thus, nuclear spheres might play a crucial role in Alzheimer's disease (AD). However, studies are hampered by the elevated cell death, once spheres are generated. In this work, we established for the first time a stable nuclear sphere model based on the inductive expression of FE65 and TIP60 following Doxycycline stimulation. We studied hitherto controversially discussed target genes, give clues for the reason of controversy, and moreover report new highly reliable targets bestrophin 1 and growth arrest and DNA-damage-inducible protein gamma. qPCR studies further revealed that the regulation of these targets strongly depends on the generation of nuclear spheres, but not on the induction of FE65 or TIP60 alone. As the bestrophin 1 ion channel was recently described to be involved in the abnormal release of GABA, our study might reveal the missing link between AD associated neurotransmitter changes and the amyloid precursor protein.
Subject(s)
Amyloid beta-Protein Precursor/metabolism , Cell Nucleus/metabolism , Chloride Channels/metabolism , Eye Proteins/metabolism , Intracellular Signaling Peptides and Proteins/metabolism , Alzheimer Disease/metabolism , Amyloid Precursor Protein Secretases/metabolism , Bestrophins , Chloride Channels/genetics , Eye Proteins/genetics , Histone Acetyltransferases/metabolism , Humans , Intracellular Signaling Peptides and Proteins/genetics , Lysine Acetyltransferase 5 , Nerve Tissue Proteins/metabolism , Nuclear Proteins/metabolismABSTRACT
Mutational acquired resistance is a major challenge in cancer therapy. Somatic tumours harbouring some oncogenic mutations are characterised by a high mortality rate. Surprisingly, preclinical evaluation methods do not show clearly resistance of mutated cancers to some drugs. Here, we implemented Raman spectral imaging to investigate the oncogenic mutation resistance to epidermal growth factor receptor targeting therapy. Colon cancer cells with and without oncogenic mutations such as KRAS and BRAF mutations were treated with erlotinib, an inhibitor of epidermal growth factor receptor, in order to detect the impact of these mutations on Raman spectra of the cells. Clinical studies suggested that oncogenic KRAS and BRAF mutations inhibit the response to erlotinib therapy in patients, but this effect is not observed in vitro. The Raman results indicate that erlotinib induces large spectral changes in SW-48 cells that harbour wild-type KRAS and BRAF. These spectral changes can be used as a marker of response to therapy. HT-29 cells (BRAF mutated) and SW-480 cells (KRAS mutated) display a smaller and no significant response, respectively. However, the erlotinib effect on these cells is not observed when phosphorylation of extracellular-signal-regulated kinase and AKT is monitored by Western blot, where this phosphorylation is the conventional in vitro test. Lipid droplets show a large response to erlotinib only in the case of cells harbouring wild-type KRAS and BRAF, as indicated by Raman difference spectra. This study shows the great potential of Raman spectral imaging as an in vitro tool for detecting mutational drug resistance.
Subject(s)
Antineoplastic Agents/pharmacology , Colon/pathology , Colonic Neoplasms/drug therapy , Drug Resistance, Neoplasm , ErbB Receptors/antagonists & inhibitors , Erlotinib Hydrochloride/pharmacology , Spectrum Analysis, Raman/methods , Antineoplastic Agents/therapeutic use , Cell Line, Tumor , Colon/drug effects , Colon/metabolism , Colonic Neoplasms/genetics , Colonic Neoplasms/pathology , Erlotinib Hydrochloride/therapeutic use , HT29 Cells , Humans , Microscopy, Confocal/methods , Molecular Targeted Therapy , Mutation , Proto-Oncogene Proteins B-raf/genetics , Proto-Oncogene Proteins p21(ras)/geneticsABSTRACT
Predictions about the cellular efficacy of drugs tested in vitro are usually based on the measured responses of a few proteins or signal transduction pathways. However, cellular proteins are highly coupled in networks, and observations of single proteins may not adequately reflect the in vivo cellular response to drugs. This might explain some large discrepancies between in vitro drug studies and drug responses observed in patients. We present a novel in vitro marker-free approach that enables detection of cellular responses to a drug. We use Raman spectral imaging to measure the effect of the epidermal growth factor receptor (EGFR) inhibitor panitumumab on cell lines expressing wild-type Kirsten-Ras (K-Ras) and oncogenic K-Ras mutations. Oncogenic K-Ras mutation blocks the response to anti-EGFR therapy in patients, but this effect is not readily observed in vitro. The Raman studies detect large panitumumab-induced differences in vitro in cells harboring wild-type K-Ras as seen in A in red but not in cells with K-Ras mutations as seen in B; these studies reflect the observed patient outcomes. However, the effect is not observed when extracellular-signal-regulated kinase phosphorylation is monitored. The Raman spectra show for cells with wild-type K-Ras alterations based on the responses to panitumumab. The subcellular component with the largest spectral response to panitumumab was lipid droplets, but this effect was not observed when cells harbored K-Ras mutations. This study develops a noninvasive, label-free, in vitro vibrational spectroscopic test to determine the integral physiologically relevant drug response in cell lines. This approach opens a new field of patient-centered drug testing that could deliver superior patient therapies.
Subject(s)
Antibodies, Monoclonal/pharmacology , Antineoplastic Agents/pharmacology , ErbB Receptors/antagonists & inhibitors , Antibodies, Monoclonal/chemistry , Antineoplastic Agents/chemistry , ErbB Receptors/chemistry , Humans , Multivariate Analysis , Mutation , Panitumumab , Spectrum Analysis, Raman , Structure-Activity Relationship , Tumor Cells, Cultured , ras Proteins/geneticsABSTRACT
Apoptosis of vascular smooth muscle cells (VSMC) significantly contributes to the instability of advanced atherosclerotic plaques. Oxygen radicals are an important cause for VSMC death. However, the precise mechanism of oxidative stress-induced VSMC apoptosis is still poorly understood. Here, we aimed to analyse the role of soluble adenylyl cylclase (sAC). VSMC derived from rat aorta were treated with either H2O2 (300 µmol/L) or DMNQ (30 µmol/L) for 6 h. Oxidative stress-induced apoptosis was prevented either by treatment with 30 µmol/L KH7 (a specific inhibitor of sAC) or by stable sAC-knockdown (shRNA-transfection). A similar effect was found after inhibition of protein kinase A (PKA). Suppression of the sAC/PKA-axis led to a significant increase in phosphorylation of the p38 mitogen-activated protein kinase under oxidative stress accompanied by a p38-dependent phosphorylation/inactivation of the pro-apoptotic Bcl-2-family protein Bad. Pharmacological inhibition of p38 reversed these effects of sAC knockdown on apoptosis and Bad phosphorylation, suggesting p38 as a link between sAC and apoptosis. Analysis of the protein phosphatases 1 and 2A activities revealed an activation of phosphatase 1, but not phosphatase 2A, under oxidative stress in a sAC/PKA-dependent manner and its role in controlling the p38 phosphorylation. Inhibition of protein phosphatase 1, but not 2A, prevented the pro-apoptotic effect of oxidative stress. In conclusion, sAC/PKA-signaling plays a key role in the oxidative stress-induced apoptosis of VSMC. The cellular mechanism consists of the sAC-promoted and protein phosphatase 1-mediated suppression of p38 phosphorylation resulting to activation of the mitochondrial pathway of apoptosis.
Subject(s)
Adenylyl Cyclases/metabolism , Muscle, Smooth, Vascular/metabolism , Myocytes, Smooth Muscle/metabolism , Oxidative Stress , Adenylyl Cyclases/genetics , Animals , Animals, Newborn , Antioxidants/pharmacology , Apoptosis , Cells, Cultured , Cyclic AMP-Dependent Protein Kinases/metabolism , Hydrogen Peroxide/pharmacology , Mitochondria/metabolism , Muscle, Smooth, Vascular/cytology , Myocytes, Smooth Muscle/cytology , Naphthoquinones/pharmacology , Oxidants/pharmacology , Phosphorylation , Protein Phosphatase 1/metabolism , Rats , Signal Transduction , p38 Mitogen-Activated Protein Kinases/metabolismABSTRACT
Coherent anti-Stokes Raman scattering (CARS) is an emerging tool for label-free characterization of living cells. Here, unsupervised multivariate analysis of CARS datasets was used to visualize the subcellular compartments. In addition, a supervised learning algorithm based on the "random forest" ensemble learning method as a classifier, was trained with CARS spectra using immunofluorescence images as a reference. The supervised classifier was then used, to our knowledge for the first time, to automatically identify lipid droplets, nucleus, nucleoli, and endoplasmic reticulum in datasets that are not used for training. These four subcellular components were simultaneously and label-free monitored instead of using several fluorescent labels. These results open new avenues for label-free time-resolved investigation of subcellular components in different cells, especially cancer cells.
Subject(s)
Molecular Imaging/methods , Organelles/metabolism , Spectrum Analysis, Raman/methods , Automation , Cell Line, Tumor , Cluster Analysis , Feasibility Studies , Humans , Pancreatic Neoplasms/pathologyABSTRACT
Quantification of microRNAs (miRNAs) in cells or primary tissues is one of the most important steps in elucidating their biological functions. However, miRNAs are challenging molecules for PCR amplification due to the stable hairpin of the precursor form and the small size of the mature miRNA, which is roughly the same length as the primers used in standard PCR. To date, different assays were introduced for the specific and sensitive quantification of the mature form of miRNAs. In this chapter we describe the extraction of RNA from microdissected tissue and the quantification of miRNAs using two different methods (stem-loop qRT-PCR and polyT adaptor qRT-PCR).
Subject(s)
MicroRNAs/metabolism , RNA Precursors/metabolism , Reverse Transcriptase Polymerase Chain Reaction/methods , DNA, Complementary/biosynthesis , MicroRNAs/genetics , Microdissection , Poly T/metabolism , RNA Precursors/geneticsABSTRACT
Deregulation of microRNAs (miRNAs) has been attributed to almost any human disease analyzed to date. This calls for models and experimental strategies for functional analyses of miRNAs enabling miRNA overexpression or suppression in target cell and/or tissues. Lentiviral vector (LV)-based technologies allow the long-term overexpression of miRNAs in nearly all cell types in an easy and rapid manner and are therefore popular tools for this application. In this chapter we describe the cloning of LV miRNA expression vectors as well as the production of virus particles for target cell infection and stable expression of miRNAs.
Subject(s)
Genetic Engineering/methods , Genetic Vectors/genetics , Lentivirus/genetics , MicroRNAs/genetics , Base Sequence , Cloning, Molecular , DNA Primers/genetics , Electroporation , Escherichia coli/genetics , Gene Expression , HEK293 Cells , Humans , MicroRNAs/biosynthesis , Molecular Sequence Data , Nucleic Acid Hybridization , Plasmids/genetics , Polymerase Chain Reaction , Transformation, GeneticABSTRACT
Keratin 23 (KRT23) is strongly expressed in colon adenocarcinomas but absent in normal colon mucosa. Array based methylation profiling of 40 colon samples showed that the promoter of KRT23 was methylated in normal colon mucosa, while hypomethylated in most adenocarcinomas. Promoter methylation correlated with absent expression, while increased KRT23 expression in tumor samples correlated with promoter hypomethylation, as confirmed by bisulfite sequencing. Demethylation induced KRT23 expression in vitro. Expression profiling of shRNA mediated stable KRT23 knockdown in colon cancer cell lines showed that KRT23 depletion affected molecules of the cell cycle and DNA replication, recombination and repair. In vitro analyses confirmed that KRT23 depletion significantly decreased the cellular proliferation of SW948 and LS1034 cells and markedly decreased the expression of genes involved in DNA damage response, mainly molecules of the double strand break repair homologous recombination pathway. KRT23 knockdown decreased the transcript and protein expression of key molecules as e.g. MRE11A, E2F1, RAD51 and BRCA1. Knockdown of KRT23 rendered colon cancer cells more sensitive to irradiation and reduced proliferation of the KRT23 depleted cells compared to irradiated control cells.
Subject(s)
Cell Proliferation , DNA Repair/genetics , Keratins, Type I/genetics , RNA Interference , Base Sequence , Blotting, Western , Cell Cycle/genetics , Cell Line, Tumor , Cell Survival/genetics , Cell Survival/radiation effects , Colonic Neoplasms/genetics , Colonic Neoplasms/metabolism , Colonic Neoplasms/pathology , DNA Damage , DNA Methylation , DNA-Binding Proteins/genetics , DNA-Binding Proteins/metabolism , Gamma Rays , Gene Expression Regulation, Neoplastic/genetics , HCT116 Cells , HEK293 Cells , Humans , Keratins, Type I/metabolism , MRE11 Homologue Protein , Microscopy, Fluorescence , Molecular Sequence Data , Oligonucleotide Array Sequence Analysis , Rad51 Recombinase/genetics , Rad51 Recombinase/metabolism , Reverse Transcriptase Polymerase Chain Reaction , Transcriptome/geneticsABSTRACT
Improved non-invasive strategies for early cancer detection are urgently needed to reduce morbidity and mortality. Non-coding RNAs, such as microRNAs and small nucleolar RNAs, have been proposed as biomarkers for non-invasive cancer diagnosis. Analyzing serum derived from nude mice implanted with primary human pancreatic ductal adenocarcinoma (PDAC), we identified 15 diagnostic microRNA candidates. Of those miR-1246 was selected based on its high abundance in serum of tumor carrying mice. Subsequently, we noted a cross reactivity of the established miR-1246 assays with RNA fragments derived from U2 small nuclear RNA (RNU2-1). Importantly, we found that the assay signal discriminating tumor from controls was derived from U2 small nuclear RNA (snRNA) fragments (RNU2-1f) and not from miR-1246. In addition, we observed a remarkable stability of RNU2-1f in serum and provide experimental evidence that hsa-miR-1246 is likely a pseudo microRNA. In a next step, RNU2-1f was measured by qRT-PCR and normalized to cel-54 in 191 serum/plasma samples from PDAC and colorectal carcinoma (CRC) patients. In comparison to 129 controls, we were able to classify samples as cancerous with a sensitivity and specificity of 97.7% [95% CI = (87.7, 99.9)] and 90.6% [95% CI = (80.7, 96.5)], respectively [area under the ROC curve 0.972]. Of note, patients with CRC were detected with our assay as early as UICC Stage II with a sensitivity of 81%. In conclusion, this is the first report showing that fragments of U2 snRNA are highly stable in serum and plasma and may serve as novel diagnostic biomarker for PDAC and CRC for future prospective screening studies.