294 results on '"Ralf Herwig"'
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2. Different RONS Generation in MTC-SK and NSCL Cells Lead to Varying Antitumoral Effects of Alpha-Ketoglutarate + 5-HMF
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Joachim Greilberger, Katharina Erlbacher, Philipp Stiegler, Reinhold Wintersteiger, and Ralf Herwig
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medullary thyroid cancer cell (MTS-SK) ,non-small-cell lung carcinoma (NSCLC) ,alpha-ketoglutarate (aKG) ,5-hydroxy-methyl-furfural (5-HMF) ,carbonylated proteins of cell membrane (CP) ,reactive oxygen and nitrogen species (RONS) ,Biology (General) ,QH301-705.5 - Abstract
Background: Carbonylated proteins (CPs) serve as specific indicators of increased reactive oxygen and nitrogen species (RONS) production in cancer cells, attributed to the dysregulated mitochondrial energy metabolism known as the Warburg effect. The aim of this study was to investigate the potential of alpha-ketoglutarate (aKG), 5-hydroxymethylfurfural (5-HMF), and their combination as mitochondrial-targeting antioxidants in MTC-SK or NCI-H23 cancer cells. Methods: MTC-SK and NCI-H23 cells were cultured in the absence or presence of varying concentrations (0–500 µg/mL) of aKG, 5-HMF, and the combined aKG + 5-HMF solutions. After 0, 24, 48, and 72 h, mitochondrial activity, cancer cell membrane CP levels, cell growth, and caspase-3 activity were assessed in aliquots of MTC-SK and NCI-H23 cells. Results: The mitochondrial activity of MTC-SK cells exhibited a concentration- and time-dependent reduction upon treatment with aKG, 5-HMF, or the combined aKG + 5-HMF. The half-maximal inhibitory concentration (IC50%) for mitochondrial activity was achieved at 500 µg/mL aKG, 200 µg/mL 5-HMF, and 200 µg/mL aKG + 66.7 µg/mL 5-HMF after 72 h. In contrast, NCI-H23 cells showed a minimal reduction (10%) in mitochondrial activity even at the highest combined concentration of aKG + 5-HMF. The CP levels in MTC-SK cells were measured at 8.7 nmol/mg protein, while NCI-H23 cells exhibited CP levels of 1.4 nmol/mg protein. The combination of aKG + 5-HMF led to a decrease in CP levels specifically in MTC-SK cells. The correlation between mitochondrial activity and CP levels in the presence of different concentrations of combined aKG + 5-HMF in MTC-SK cells demonstrated a linear and concentration-dependent decline in CP levels and mitochondrial activity. Conversely, the effect was less pronounced in NCI-H23 cells. Cell growth of MTC-CK cells was reduced to 60% after 48 h and maintained at 50% after 72 h incubation when treated with 500 µg/mL aKG (IC50%). Addition of 500 µg/mL 5-HMF inhibited cell growth completely regardless of the incubation time. The IC50% for 5-HMF on MTC-CK cell growth was calculated at 375 µg/mL after 24 h incubation and 200 µg/mL 5-HMF after 72 h. MTC-SK cells treated with 500 µg/mL aKG + 167 µg/mL 5-HMF showed no cell growth. The calculated IC50% for the combined substances was 250 µg/mL aKG + 83.3 µg/mL 5-HMF (48 h incubation) and 200 µg/mL aKG + 66.7 µg/mL 5-HMF (72 h incubation). None of the tested concentrations of aKG, 5-HMF, or the combined solution had any effect on NCI-H23 cell growth at any incubation time. Caspase-3 activity increased to 21% in MTC-CK cells in the presence of 500 µg/mL aKG, while an increase to 59.6% was observed using 500 µg/mL 5-HMF. The combination of 500 µg/mL aKG + 167.7 µg/mL 5-HMF resulted in a caspase-3 activity of 55.2%. No caspase-3 activation was observed in NCI-H23 cells when treated with aKG, 5-HMF, or the combined solutions. Conclusion: CPs may serve as potential markers for distinguishing between cancer cells regulated by RONS. The combination of aKG + 5-HMF showed induced cell death in high-RONS-generating cancer cells compared to low-RONS-generating cancer cells.
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- 2023
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3. Host M-CSF induced gene expression drives changes in susceptible and resistant mice-derived BMdMs upon Leishmania major infection
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Cyrine Bouabid, Sameh Rabhi, Kristina Thedinga, Gal Barel, Hedia Tnani, Imen Rabhi, Alia Benkahla, Ralf Herwig, and Lamia Guizani-Tabbane
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macrophages ,M-CSF ,host background ,Resistance ,susceptibility ,transcriptome ,Immunologic diseases. Allergy ,RC581-607 - Abstract
Leishmaniases are a group of diseases with different clinical manifestations. Macrophage-Leishmania interactions are central to the course of the infection. The outcome of the disease depends not only on the pathogenicity and virulence of the parasite, but also on the activation state, the genetic background, and the underlying complex interaction networks operative in the host macrophages. Mouse models, with mice strains having contrasting behavior in response to parasite infection, have been very helpful in exploring the mechanisms underlying differences in disease progression. We here analyzed previously generated dynamic transcriptome data obtained from Leishmania major (L. major) infected bone marrow derived macrophages (BMdMs) from resistant and susceptible mouse. We first identified differentially expressed genes (DEGs) between the M-CSF differentiated macrophages derived from the two hosts, and found a differential basal transcriptome profile independent of Leishmania infection. These host signatures, in which 75% of the genes are directly or indirectly related to the immune system, may account for the differences in the immune response to infection between the two strains. To gain further insights into the underlying biological processes induced by L. major infection driven by the M-CSF DEGs, we mapped the time-resolved expression profiles onto a large protein-protein interaction (PPI) network and performed network propagation to identify modules of interacting proteins that agglomerate infection response signals for each strain. This analysis revealed profound differences in the resulting responses networks related to immune signaling and metabolism that were validated by qRT-PCR time series experiments leading to plausible and provable hypotheses for the differences in disease pathophysiology. In summary, we demonstrate that the host’s gene expression background determines to a large degree its response to L. major infection, and that the gene expression analysis combined with network propagation is an effective approach to help identifying dynamically altered mouse strain-specific networks that hold mechanistic information about these contrasting responses to infection.
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- 2023
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4. Large-scale literature mining to assess the relation between anti-cancer drugs and cancer types
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Chris Bauer, Ralf Herwig, Matthias Lienhard, Paul Prasse, Tobias Scheffer, and Johannes Schuchhardt
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Literature mining ,Anti-cancer drugs ,Tumor types ,Word embeddings ,Database ,Medicine - Abstract
Abstract Background There is a huge body of scientific literature describing the relation between tumor types and anti-cancer drugs. The vast amount of scientific literature makes it impossible for researchers and physicians to extract all relevant information manually. Methods In order to cope with the large amount of literature we applied an automated text mining approach to assess the relations between 30 most frequent cancer types and 270 anti-cancer drugs. We applied two different approaches, a classical text mining based on named entity recognition and an AI-based approach employing word embeddings. The consistency of literature mining results was validated with 3 independent methods: first, using data from FDA approvals, second, using experimentally measured IC-50 cell line data and third, using clinical patient survival data. Results We demonstrated that the automated text mining was able to successfully assess the relation between cancer types and anti-cancer drugs. All validation methods showed a good correspondence between the results from literature mining and independent confirmatory approaches. The relation between most frequent cancer types and drugs employed for their treatment were visualized in a large heatmap. All results are accessible in an interactive web-based knowledge base using the following link: https://knowledgebase.microdiscovery.de/heatmap . Conclusions Our approach is able to assess the relations between compounds and cancer types in an automated manner. Both, cancer types and compounds could be grouped into different clusters. Researchers can use the interactive knowledge base to inspect the presented results and follow their own research questions, for example the identification of novel indication areas for known drugs.
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- 2021
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5. Gradient tree boosting and network propagation for the identification of pan-cancer survival networks
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Kristina Thedinga and Ralf Herwig
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Bioinformatics ,Cancer ,Health Sciences ,Genomics ,RNAseq ,Systems biology ,Science (General) ,Q1-390 - Abstract
Summary: Cancer survival prediction is typically done with uninterpretable machine learning techniques, e.g., gradient tree boosting. Therefore, additional steps are needed to infer biological plausibility of the predictions. Here, we describe a protocol that combines pan-cancer survival prediction with XGBoost tree-ensemble learning and subsequent propagation of the learned feature weights on protein interaction networks. This protocol is based on TCGA transcriptome data of 8,024 patients from 25 cancer types but can easily be adapted to cancer patient data from other sources.For complete details on the use and execution of this protocol, please refer to Thedinga and Herwig (2022).
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- 2022
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6. A gradient tree boosting and network propagation derived pan-cancer survival network of the tumor microenvironment
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Kristina Thedinga and Ralf Herwig
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Bioinformatics ,Cancer systems biology ,Mathematical biosciences ,Science - Abstract
Summary: Predicting cancer survival from molecular data is an important aspect of biomedical research because it allows quantifying patient risks and thus individualizing therapy. We introduce XGBoost tree ensemble learning to predict survival from transcriptome data of 8,024 patients from 25 different cancer types and show highly competitive performance with state-of-the-art methods. To further improve plausibility of the machine learning approach we conducted two additional steps. In the first step, we applied pan-cancer training and showed that it substantially improves prognosis compared with cancer subtype-specific training. In the second step, we applied network propagation and inferred a pan-cancer survival network consisting of 103 genes. This network highlights cross-cohort features and is predictive for the tumor microenvironment and immune status of the patients. Our work demonstrates that pan-cancer learning combined with network propagation generalizes over multiple cancer types and identifies biologically plausible features that can serve as biomarkers for monitoring cancer survival.
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- 2022
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7. E96V Mutation in the Kdelr3 Gene Is Associated with Type 2 Diabetes Susceptibility in Obese NZO Mice
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Delsi Altenhofen, Jenny Minh-An Khuong, Tanja Kuhn, Sandra Lebek, Sarah Görigk, Katharina Kaiser, Christian Binsch, Kerstin Griess, Birgit Knebel, Bengt-Frederik Belgardt, Sandra Cames, Samaneh Eickelschulte, Torben Stermann, Axel Rasche, Ralf Herwig, Jürgen Weiss, Heike Vogel, Annette Schürmann, Alexandra Chadt, and Hadi Al-Hasani
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type 2 diabetes susceptibility ,pancreatic islet function ,insulin secretion ,positional cloning ,endoplasmic reticulum stress ,Biology (General) ,QH301-705.5 ,Chemistry ,QD1-999 - Abstract
Type 2 diabetes (T2D) represents a multifactorial metabolic disease with a strong genetic predisposition. Despite elaborate efforts in identifying the genetic variants determining individual susceptibility towards T2D, the majority of genetic factors driving disease development remain poorly understood. With the aim to identify novel T2D risk genes we previously generated an N2 outcross population using the two inbred mouse strains New Zealand obese (NZO) and C3HeB/FeJ (C3H). A linkage study performed in this population led to the identification of the novel T2D-associated quantitative trait locus (QTL) Nbg15 (NZO blood glucose on chromosome 15, Logarithm of odds (LOD) 6.6). In this study we used a combined approach of positional cloning, gene expression analyses and in silico predictions of DNA polymorphism on gene/protein function to dissect the genetic variants linking Nbg15 to the development of T2D. Moreover, we have generated congenic strains that associated the distal sublocus of Nbg15 to mechanisms altering pancreatic beta cell function. In this sublocus, Cbx6, Fam135b and Kdelr3 were nominated as potential causative genes associated with the Nbg15 driven effects. Moreover, a putative mutation in the Kdelr3 gene from NZO was identified, negatively influencing adaptive responses associated with pancreatic beta cell death and induction of endoplasmic reticulum stress. Importantly, knockdown of Kdelr3 in cultured Min6 beta cells altered insulin granules maturation and pro-insulin levels, pointing towards a crucial role of this gene in islets function and T2D susceptibility.
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- 2023
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8. Alpha-Ketoglutarate or 5-HMF: Single Compounds Effectively Eliminate Leukemia Cells via Caspase-3 Apoptosis and Antioxidative Pathways
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Joachim Greilberger, Ralf Herwig, Mehtap Kacar, Naime Brajshori, Georg Feigl, Philipp Stiegler, and Reinhold Wintersteiger
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alpha-ketoglutarate (aKG) ,5-hydroxy-methyl-furfural (5-HMF) ,reactive oxygen and nitrogen species (RONS) ,peroxynitrite (ONOO−) ,nitrated tyrosine ,leukemia ,Biology (General) ,QH301-705.5 ,Chemistry ,QD1-999 - Abstract
Background: We recently showed that a combined solution containing alpha-ketoglutarate (aKG) and 5-hydroxymethyl-furfural (5-HMF) has a solid antitumoral effect on the Jurkat cell line due to the fact of its antioxidative, caspase-3 and apoptosis activities, but no negative effect on human fibroblasts was obtained. The question arises how the single compounds, aKG and 5-HMF, affect peroxynitrite (ONOO−) and nitration of tyrosine residues, Jurkat cell proliferation and caspase-activated apoptosis. Methods: The ONOO− luminol-induced chemiluminescence reaction was used to measure the ONOO− scavenging function of aKG or 5-HMF, and their protection against nitration of tyrosine residues on bovine serum albumin was estimated with the ELISA technique. The Jurkat cell line was cultivated in the absence or presence of aKG or 5-HMF solutions between 0 and 3.5 µM aKG or 0 and 4 µM 5-HMF. Jurkat cells were tested for cell proliferation, mitochondrial activity and caspase-activated apoptosis. Results: aKG showed a concentration-dependent reduction in ONOO−, resulting in a 90% elimination of ONOO− using 200 mM aKG. In addition, 20 and 200 mM 5-HMF were able to reduce ONOO− only by 20%, while lower concentrations of 5-HMF remained stable in the presence of ONOO−. Nitration of tyrosine residues was inhibited 4 fold more effectively with 5-HMF compared to aKG measuring the IC50%. Both substances, aKG and 5-HMF, were shown to cause a reduction in Jurkat cell growth that was dependent on the dose and incubation time. The aKG effectively reduced Jurkat cell growth down to 50% after 48 and 72 h of incubation using the highest concentration of 3.5 µM, and 1, 1.6, 2, 3 and 4 µM 5-HMF inhibited any cell growth within (i) 24 h; 1.6, 2, 3 and 4 µM 5-HMF within 48 h (ii); 2, 3 and 4 µM 5-HMF within 72 h (iii). Furthermore, 4 µM was able to eliminate the starting cell number of 20,000 cells after 48 and 72 h down to 11,233 cells. The mitochondrial activity measurements supported the data on aKG or 5-HMF regarding cell growth in Jurkat cells, in both a dose- and incubation-time-dependent manner: the highest concentration of 3.5 µM aKG reduced the mitochondrial activity over 24 h (67.7%), 48 h (57.9%) and 72 h (46.8%) of incubation with Jurkat cells compared to the control incubation without aKG (100%). 5-HMF was more effective compared to aKG; the mitochondrial activity in the presence of 4 µM 5-HMF decreased after 24 h down to 68.4%, after 48 h to 42.9% and after 72 h to 32.0%. Moreover, 1.7 and 3.4 µM aKG had no effect on caspase-3-activated apoptosis (0.58% and 0.56%) in the Jurkat cell line. However, 2 and 4 µM 5-HMF increased the caspase-3-activated apoptosis up to 22.1% and 42.5% compared to the control (2.9%). A combined solution of 1.7 µM aKG + 0.7 µM 5-HMF showed a higher caspase-3-activated apoptosis (15.7%) compared to 1.7 µM aKG or 2 µM 5-HMF alone. In addition, 3.5 µM µg/mL aKG + 1.7 µM 5-HMF induced caspase-activated apoptosis up to 55.6% compared to 4.5% or 35.6% caspase-3 activity using 3.5 µM aKG or 4 µM 5-HMF. Conclusion: Both substances showed high antioxidative potential in eliminating either peroxynitrite or nitration of tyrosine residues, which results in a better inhibition of cell growth and mitochondrial activity of 5-HMF compared to aKG. However, caspase-3-activated apoptosis measurements revealed that the combination of both substances synergistically is the most effective compared to single compounds.
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- 2022
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9. Vitamin D-Dimer: A Possible Biomolecule Modulator in Cytotoxic and Phagocytosis Processes?
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Ralf Herwig, Katharina Erlbacher, Amela Ibrahimagic, Mehtap Kacar, Naime Brajshori, Petrit Beqiri, and Joachim Greilberger
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vitamin D3 (VitD3, cholecalciferol) ,vitamin D binding protein (VDBP) ,deglycosylated vitamin D binding protein (dgVDBP ,GcMaf) ,vitamin D3 complexed to deglycosylated vitamin D binding protein (VitD-dgVDBP) ,calcidiol (calcifediol, 25OHD, 25-hydroxy-vitamin D) ,Biology (General) ,QH301-705.5 - Abstract
Background: Vitamin D3 complexed to deglycosylated vitamin D binding protein (VitD-dgVDBP) is a water-soluble vitamin D dimeric compound (VitD-dgVDBP). It is not clear how VitD-dgVDBP affects circulating monocytes, macrophages, other immune cell systems, including phagocytosis and apoptosis, and the generation of reactive oxygen species (ROS) compared to dgVDBP. Methods: Flow cytometry was used to measure superoxide anion radical (O2*−) levels and macrophage activity in the presence of VitD-dgVDBP or dgVDBP. VitD-dgVDBP was incubated with normal human lymphocytes (nPBMCs), and several clusters of determination (CDs) were estimated. dgVDBP and VitD-dgVDBP apoptosis was estimated on malignant prostatic cells. Results: The macrophage activity was 2.8-fold higher using VitD-dgVDBP (19.8·106 counts) compared to dgVDBP (7.0·106 counts), but O2*− production was 1.8-fold lower in favor of VitD-dgVDBP (355·103 counts) compared to dgVDBP (630·106 counts). The calculated ratio of the radical/macrophage activity was 5-fold lower compared to that of dgVDBP. Only VitD-dgVDBP activated caspase-3 (8%), caspase-9 (13%), and cytochrome-C (11%) on prostatic cancer cells. PE-Cy7-labeled VitD-dgVDBP was found to bind to cytotoxic suppressor cells, monocytes/macrophages, dendritic and natural killer cells (CD8+), and helper cells (CD4+). After 12 h of co-incubation of nPBMCs with VitD-dgVDBP, significant activation and expression were measured for CD16++/CD16 (0.6 ± 0.1% vs. 0.4 ± 0.1%, p < 0.05), CD45k+ (96.0 ± 6.0% vs. 84.7 ± 9.5%, p < 0.05), CD85k+ (24.3 ± 13.2% vs. 3.8 ± 3.2%, p < 0.05), and CD85k+/CD123+ (46.8 ± 8.1% vs. 3.5 ± 3.7%, p < 0.001) compared to the control experiment. No significant difference was found using CD3+, CD4+, CD8+, CD4/CD8, CD4/CD8, CD16+, CD16++, CD14+, or CD123+. A significant decline in CD14+/CD16+ was obtained in the presence of VitD-dgVDBP (0.7 ± 0.2% vs. 3.1 ± 1.7%; p < 0.01). Conclusion: The newly developed water-soluble VitD3 form VitD-dgVDBP affected cytotoxic suppressor cells by activating the low radical-dependent CD16 pathway and seemed to induce apoptosis in malignant prostatic cells.
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- 2022
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10. Epirubicin Alters DNA Methylation Profiles Related to Cardiotoxicity
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Nhan Nguyen, Matthias Lienhard, Ralf Herwig, Jos Kleinjans, and Danyel Jennen
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dna methylation ,epirubicin ,medip-seq ,toxicogenomics ,side effect ,Biochemistry ,QD415-436 ,Biology (General) ,QH301-705.5 - Abstract
Background: Epirubicin (EPI) is an important anticancer drug that is well-known for its cardiotoxic side effect. Studying epigenetic modification such as DNA methylation can help to understand the EPI-related toxic mechanisms in cardiac tissue. In this study, we analyzed the DNA methylation profile in a relevant human cell model and inspected the expression of differentially methylated genes at the transcriptome level to understand how changes in DNA methylation could affect gene expression in relation to EPI-induced cardiotoxicity. Methods: Human cardiac microtissues were exposed to either therapeutic or toxic (IC20) EPI doses during 2 weeks. The DNA and RNA were collected from microtissues in triplicates at 2, 8, 24, 72, 168, 240, and 336 hours of exposure. Methylated DNA immunoprecipitation-sequencing (MeDIP-seq) analysis was used to detect DNA methylation levels in EPI-treated and control samples. The MeDIP-seq data were analyzed and processed using the QSEA package with a recently published workflow. RNA sequencing (RNA-seq) was used to measure global gene expression in the same samples. Results: After processing the MeDIP-seq data, we detected 35, 37, 15 candidate genes which show strong methylated alterations between all EPI-treated, EPI therapeutic and EPI toxic dose-treated samples compared to control, respectively. For several genes, gene expressions changed compatibly reflecting the DNA methylation regulation. Conclusions: The observed DNA methylation modifications provide further insights into the EPI-induced cardiotoxicity. Multiple differentially methylated genes under EPI treatment, such as SMARCA4, PKN1, RGS12, DPP9, NCOR2, SDHA, POLR2A, and AGPAT3, have been implicated in different cardiac dysfunction mechanisms. Together with other differentially methylated genes, these genes can be candidates for further investigations of EPI-related toxic mechanisms. Data Repository: The data has been generated by the HeCaToS project (http://www.ebi.ac.uk/biostudies) under accession numbers S-HECA433 and S-HECA434 for the MeDIP-seq data and S-HECA11 for the RNA-seq data. The R code is available on Github (https://github.com/NhanNguyen000/MeDIP).
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- 2022
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11. Histone deacetylase 5 regulates interleukin 6 secretion and insulin action in skeletal muscle
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Oleksiy Klymenko, Tim Brecklinghaus, Matthias Dille, Christian Springer, Christian de Wendt, Delsi Altenhofen, Christian Binsch, Birgit Knebel, Jürgen Scheller, Christopher Hardt, Ralf Herwig, Alexandra Chadt, Paul T. Pfluger, Hadi Al-Hasani, and Dhiraj G. Kabra
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HDAC5 ,Interleukin 6 ,Diabetes ,Insulin sensitivity ,Exercise ,Skeletal muscle ,Internal medicine ,RC31-1245 - Abstract
Objective: Physical exercise training is associated with increased glucose uptake in skeletal muscle and improved glycemic control. HDAC5, a class IIa histone deacetylase, has been shown to regulate transcription of the insulin-responsive glucose transporter GLUT4 in cultured muscle cells. In this study, we analyzed the contribution of HDAC5 to the transcriptional network in muscle and the beneficial effect of muscle contraction and regular exercise on glucose metabolism. Methods: HDAC5 knockout mice (KO) and wild-type (WT) littermates were trained for 8 weeks on treadmills, metabolically phenotyped, and compared to sedentary controls. Hdac5-deficient skeletal muscle and cultured Hdac5-knockdown (KD) C2C12 myotubes were utilized for studies of gene expression and glucose metabolism. Chromatin immunoprecipitation (ChIP) studies were conducted to analyze Il6 promoter activity using H3K9ac and HDAC5 antibodies. Results: Global transcriptome analysis of Hdac5 KO gastrocnemius muscle demonstrated activation of the IL-6 signaling pathway. Accordingly, knockdown of Hdac5 in C2C12 myotubes led to higher expression and secretion of IL-6 with enhanced insulin-stimulated activation of AKT that was reversed by Il6 knockdown. Moreover, Hdac5-deficient myotubes exhibited enhanced glucose uptake, glycogen synthesis, and elevated expression levels of the glucose transporter GLUT4. Transcription of Il6 was further enhanced by electrical pulse stimulation in Hdac5-deficient C2C12 myotubes. ChIP identified a ∼1 kb fragment of the Il6 promoter that interacts with HDAC5 and demonstrated increased activation-associated histone marker AcH3K9 in Hdac5-deficient muscle cells. Exercise intervention of HDAC5 KO mice resulted in improved systemic glucose tolerance as compared to WT controls. Conclusions: We identified HDAC5 as a negative epigenetic regulator of IL-6 synthesis and release in skeletal muscle. HDAC5 may exert beneficial effects through two different mechanisms, transcriptional control of genes required for glucose disposal and utilization, and HDAC5-dependent IL-6 signaling cross-talk to improve glucose uptake in muscle in response to exercise.
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- 2020
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12. Epigenomic profiling of non-small cell lung cancer xenografts uncover LRP12 DNA methylation as predictive biomarker for carboplatin resistance
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Sabrina Grasse, Matthias Lienhard, Steffen Frese, Martin Kerick, Anne Steinbach, Christina Grimm, Michelle Hussong, Jana Rolff, Michael Becker, Felix Dreher, Uwe Schirmer, Stefan Boerno, Anna Ramisch, Gunda Leschber, Bernd Timmermann, Christian Grohé, Heike Lüders, Martin Vingron, Iduna Fichtner, Sebastian Klein, Margarete Odenthal, Reinhard Büttner, Hans Lehrach, Holger Sültmann, Ralf Herwig, and Michal R. Schweiger
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Non-small cell lung cancer ,NSCLC ,Epigenomics ,Predictive biomarker ,Therapy response ,DNA methylation ,Medicine ,Genetics ,QH426-470 - Abstract
Abstract Background Non-small cell lung cancer (NSCLC) is the most common cause of cancer-related deaths worldwide and is primarily treated with radiation, surgery, and platinum-based drugs like cisplatin and carboplatin. The major challenge in the treatment of NSCLC patients is intrinsic or acquired resistance to chemotherapy. Molecular markers predicting the outcome of the patients are urgently needed. Methods Here, we employed patient-derived xenografts (PDXs) to detect predictive methylation biomarkers for platin-based therapies. We used MeDIP-Seq to generate genome-wide DNA methylation profiles of 22 PDXs, their parental primary NSCLC, and their corresponding normal tissues and complemented the data with gene expression analyses of the same tissues. Candidate biomarkers were validated with quantitative methylation-specific PCRs (qMSP) in an independent cohort. Results Comprehensive analyses revealed that differential methylation patterns are highly similar, enriched in PDXs and lung tumor-specific when comparing differences in methylation between PDXs versus primary NSCLC. We identified a set of 40 candidate regions with methylation correlated to carboplatin response and corresponding inverse gene expression pattern even before therapy. This analysis led to the identification of a promoter CpG island methylation of LDL receptor-related protein 12 (LRP12) associated with increased resistance to carboplatin. Validation in an independent patient cohort (n = 35) confirmed that LRP12 methylation status is predictive for therapeutic response of NSCLC patients to platin therapy with a sensitivity of 80% and a specificity of 84% (p
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- 2018
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13. Alpha-Ketoglutarate and 5-HMF: A Potential Anti-Tumoral Combination against Leukemia Cells
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Joachim Greilberger, Ralf Herwig, Michaela Greilberger, Philipp Stiegler, and Reinhold Wintersteiger
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alpha-ketoglutarate (aKG) ,5-hydroxy-methyl-furfural (5-HMF) ,reactive oxygen and nitrogen species (RONS) ,leukemia ,human fibroblasts (HF-SAR) ,proliferation ,Therapeutics. Pharmacology ,RM1-950 - Abstract
We have recently shown that a combined solution containing alpha-ketoglutarate (aKG) and 5-hydroxymethyl-furfural (5-HMF) might have anti-tumoral potential due to its antioxidative activities. The question arises if these substances have caspase-3- and apoptosis-activating effects on the cell proliferation in Jurkat and HF-SAR cells. Antioxidative capacity of several combined aKG + 5-HMF solution was estimated by cigarette smoke radical oxidized proteins of fetal calf serum (FCS) using the estimation of carbonylated proteins. The usage of 500 µg/mL aKG + 166.7 µg/mL 5-HMF showed the best antioxidative capacity to inhibit protein modification of more than 50% compared to control measurement. A Jurkat cell line and human fibroblasts (HF-SAR) were cultivated in the absence or presence of combined AKG + 5-HMF solutions between 0 µg/mL aKG + 0 µg/mL 5-HMF and different concentrations of 500 µg/mL aKG + 166.7 µg/mL 5-HMF. Aliquots of Jurkat cells were tested for cell proliferation, mitochondrial activity, caspase activity, apoptotic cells and of the carbonylated protein content as marker of oxidized proteins in cell lysates after 24, 48, and 72 h of incubation. The combined solutions of aKG + 5-HMF were shown to cause a reduction in Jurkat cell growth that was dependent on the dose and incubation time, with the greatest reductions using 500 µg/mL aKG + 166.7 µg/mL 5-HMF after 24 h of incubation compared to 24 h with the control (22,832 cells vs. 32,537 cells), as well as after 48 h (21,243 vs. 52,123 cells) and after 72 h (23,224 cells). Cell growth was totally inhibited by the 500 µg/mL AKG + 166.7 µg/mL solution between 0 and 72 h of incubation compared to 0 h of incubation for the control. The mitochondrial activity measurements supported the data on cell growth in Jurkat cells: The highest concentration of 500 µg/mL aKG + 166.7 µg/mL 5-HMF was able to reduce the mitochondrial activity over 24 h (58.9%), 48 h (28.7%), and 72 h (9.9%) of incubation with Jurkat cells compared not only to the control incubation, but also to the concentrations of 500 µg/mL aKG + 166.7 µg/mL 5-HMF or 375 µg/mL aKG 125 µg/mL 5-HMF, which were able to significantly reduce the mitochondrial activity after 48 h (28.7% or 35.1%) and 72 h (9.9% or 18.2%) compared to 24 h with the control (100%). A slight increase in cell proliferation was found in HF-SAR using the highest concentration (500 µg/mL aKG + 166.7 µg/mL 5-HMF) between 0 h and 72 h incubation of 140%, while no significant differences were found in the mitochondrial activity of HF-SAR in the absence or presence of several combined aKG + 5-HMF solutions. The solutions with 500 µg/mL aKG + 166.7 µg/mL 5-HMF or 250 µg/mL aKG + 83.3 µg/mL 5-HMF showed a significantly higher caspase activity (51.6% or 13.5%) compared to the control (2.9%) in addition to a higher apoptosis rate (63.2% or 31.4% vs. control: 14.9%). Cell lysate carbonylated proteins were significantly higher in Jurkat cells compared to HF-SAR cells (11.10 vs. 2.2 nmol/mg). About 72 h incubation of Jurkat cells with 500 µg/mL aKG + 166.7 µg/mL 5-HMF or 250 µg/mL aKG + 83.3 µg/mL 5-HMF reduced significantly the carbonylated protein content down to 5.55 or 7.44 nmol/mg whereas only the 500 µg/mL aKG + 166.7 µg/mL 5-HMF solution showed a significant reduction of carbonylated proteins of HF-SAR (1.73 nmol/mg).
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- 2021
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14. Alpha-Ketoglutarate: A Potential Inner Mitochondrial and Cytosolic Protector against Peroxynitrite and Peroxynitrite-Induced Nitration?
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Joachim Greilberger, Michaela Greilberger, Reinhold Wintersteiger, Klaus Zangger, and Ralf Herwig
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alpha-ketoglutarate (αKG) ,peroxynitrite (ONOO−) ,reactive oxygen and nitrogen species (RONS) ,Therapeutics. Pharmacology ,RM1-950 - Abstract
The generation of peroxynitrite (ONOO−) is associated with several diseases, including atherosclerosis, hypertension, neurodegeneration, cancer, inflammation, and sepsis. Alpha-ketoglutarate (αKG) is a known potential highly antioxidative agent for radical oxidative species such as peroxides. The question arises as to whether αKG is also a potential scavenger of ONOO− and a potential protector against ONOO−-mediated nitration of proteins. NMR studies of 1 mM αKG in 100 mM phosphate-buffered saline at pH 7.4 and pH 6.0 were carried out in the presence or absence of a final concentration of 2 mM ONOO−. An ONOO−–luminol-induced chemiluminescence reaction was used to measure the scavenging function of several concentrations of αKG; quantification of αKG was performed via spectrophotometric enzymatic assay of αKG in the absence or presence of 0, 1, or 2 mM ONOO−. The nitration of tyrosine residues on proteins was measured on ONOO−-treated bovine serum albumin (BSA) in the presence or absence of 0–24 mM αKG by an ELISA technique using a specific anti-IgG against nitro-tyrosine. The addition of ONOO− to αKG led to the formation of succinic acid and nitrite at pH 7.0, but not at pH 6.0, as αKG was stable against ONOO−. The absorbance of enzymatically estimated αKG at the time point of 30 min was significantly lower in favour of ONOO− (1 mM: 0.21 ± 0.03, 2 mM: 0.12 ± 0.05 vs. 0 mM: 0.32 ± 0.02; p < 0.001). The luminol technique showed an inverse logarithmic correlation of the ONOO− and αKG concentrations (y = −2 × 105 ln(x) + 1 × 106; r2 = 0.99). The usage of 4 mM αKG showed a significant reduction by nearly half in the chemiluminescence signal (284,456 ± 29,293 cps, p < 0.001) compared to the control (474,401 ± 18,259); for 20 and 200 mM αKG, there were further reductions to 163,546 ± 26,196 cps (p < 0.001) and 12,658 ± 1928 cps (p < 0.001). Nitrated tyrosine residues were estimated using the ELISA technique. A negative linear correlation was obtained by estimating nitrated tyrosine residues in the presence of αKG (r2 = 0.94): a reduction by half of nitrated tyrosine was estimated using 12 mM αKG compared to the control (326.1 ± 39.6 nmol vs. 844.5 ± 128.4 nmol; p < 0.001).
- Published
- 2021
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15. Altered DNA Methylation Profiles in SF3B1 Mutated CLL Patients
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Alicja Pacholewska, Christina Grimm, Carmen D. Herling, Matthias Lienhard, Anja Königs, Bernd Timmermann, Janine Altmüller, Oliver Mücke, Hans Christian Reinhardt, Christoph Plass, Ralf Herwig, Michael Hallek, and Michal R. Schweiger
- Subjects
chronic lymphocytic leukemia ,CLL ,DNA methylation ,SF3B1 mutation ,NOTCH ,IKAROS ,Biology (General) ,QH301-705.5 ,Chemistry ,QD1-999 - Abstract
Mutations in splicing factor genes have a severe impact on the survival of cancer patients. Splicing factor 3b subunit 1 (SF3B1) is one of the most frequently mutated genes in chronic lymphocytic leukemia (CLL); patients carrying these mutations have a poor prognosis. Since the splicing machinery and the epigenome are closely interconnected, we investigated whether these alterations may affect the epigenomes of CLL patients. While an overall hypomethylation during CLL carcinogenesis has been observed, the interplay between the epigenetic stage of the originating B cells and SF3B1 mutations, and the subsequent effect of the mutations on methylation alterations in CLL, have not been investigated. We profiled the genome-wide DNA methylation patterns of 27 CLL patients with and without SF3B1 mutations and identified local decreases in methylation levels in SF3B1mut CLL patients at 67 genomic regions, mostly in proximity to telomeric regions. These differentially methylated regions (DMRs) were enriched in gene bodies of cancer-related signaling genes, e.g., NOTCH1, HTRA3, and BCL9L. In our study, SF3B1 mutations exclusively emerged in two out of three epigenetic stages of the originating B cells. However, not all the DMRs could be associated with the methylation programming of B cells during development, suggesting that mutations in SF3B1 cause additional epigenetic aberrations during carcinogenesis.
- Published
- 2021
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16. Molecular dissection of colorectal cancer in pre-clinical models identifies biomarkers predicting sensitivity to EGFR inhibitors
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Moritz Schütte, Thomas Risch, Nilofar Abdavi-Azar, Karsten Boehnke, Dirk Schumacher, Marlen Keil, Reha Yildiriman, Christine Jandrasits, Tatiana Borodina, Vyacheslav Amstislavskiy, Catherine L. Worth, Caroline Schweiger, Sandra Liebs, Martin Lange, Hans- Jörg Warnatz, Lee M. Butcher, James E. Barrett, Marc Sultan, Christoph Wierling, Nicole Golob-Schwarzl, Sigurd Lax, Stefan Uranitsch, Michael Becker, Yvonne Welte, Joseph Lewis Regan, Maxine Silvestrov, Inge Kehler, Alberto Fusi, Thomas Kessler, Ralf Herwig, Ulf Landegren, Dirk Wienke, Mats Nilsson, Juan A. Velasco, Pilar Garin-Chesa, Christoph Reinhard, Stephan Beck, Reinhold Schäfer, Christian R. A. Regenbrecht, David Henderson, Bodo Lange, Johannes Haybaeck, Ulrich Keilholz, Jens Hoffmann, Hans Lehrach, and Marie-Laure Yaspo
- Subjects
Science - Abstract
The heterogeneity of colorectal cancer has important clinical and therapeutic implications. Here the authors analysed the responses of a large biobank of organoids and xenografts derived from colorectal patients to a panel of clinically relevant therapeutic agents to identify genes signatures associated with drug response.
- Published
- 2017
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17. Erectile Dysfunction and Caverno-venous Leak Disease
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Ralf Herwig, Kamel Ashraf, and Ridwan Shabsigh
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erectile dysfunction ,veno-occlusive diseases ,Medicine (General) ,R5-920 - Abstract
Goal To provide a state-of-the-art literature review on veno-occlusive diseases as a pathomechanism of vascu-logenic erectile dysfunction (ED). Methods A comprehensive systematic literature search was conducted followed by sorting, review, and summarizing. Results The systematic review of the literature reveals a significant number of recent studies dealing with new minimally invasive methods to provide a potential solution of caverno-venous leakage. Even the long-term results reported demonstrate considerable improvement of ED caused by this condition. Furthermore, 3-D computed tomography cavernosography (CT-cavernosography) is a new technology, which can provide high-resolution images of venous drainage from any angle and shows to be very helpful for both the diagnosis of corporal veno-occlusive dysfunction and the anatomical study of the human penile venous system. The application of this technology may also lead to better strategies in venous leak treatment. Over 30 published studies were found in the literature with good results after caverno-venous leak treatment. Altogether, 13 comparable studies including 538 patients were found, in which a mean short-term success rate of almost 80% and a mean long-term success rate of up to 74% was achieved. None of the studies described major complications. Conclusion ED is an increasingly important issue, especially in young men. Whereas the current treatment strategies are mostly focused on older men, young patients are seeking more a longer lasting or more definitive solutions, rather than a lifelong medical treatment. Various chronic disorders have been reported to be associated with elevated rates of ED including depression, diabetes, and cardiovascular and neurological disease in older men. Properly selected cases of young men may benefit from treatment of caverno-venous leak treatment. The current strategy in the treatment of ED in young men may be reconsidered.
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- 2019
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18. Network and Pathway Analysis of Toxicogenomics Data
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Gal Barel and Ralf Herwig
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network analysis ,protein–protein interaction network ,pathways ,drug toxicity ,toxicogenomics ,transcriptomics ,Genetics ,QH426-470 - Abstract
Toxicogenomics is the study of the molecular effects of chemical, biological and physical agents in biological systems, with the aim of elucidating toxicological mechanisms, building predictive models and improving diagnostics. The vast majority of toxicogenomics data has been generated at the transcriptome level, including RNA-seq and microarrays, and large quantities of drug-treatment data have been made publicly available through databases and repositories. Besides the identification of differentially expressed genes (DEGs) from case-control studies or drug treatment time series studies, bioinformatics methods have emerged that infer gene expression data at the molecular network and pathway level in order to reveal mechanistic information. In this work we describe different resources and tools that have been developed by us and others that relate gene expression measurements with known pathway information such as over-representation and gene set enrichment analyses. Furthermore, we highlight approaches that integrate gene expression data with molecular interaction networks in order to derive network modules related to drug toxicity. We describe the two main parts of the approach, i.e., the construction of a suitable molecular interaction network as well as the conduction of network propagation of the experimental data through the interaction network. In all cases we apply methods and tools to publicly available rat in vivo data on anthracyclines, an important class of anti-cancer drugs that are known to induce severe cardiotoxicity in patients. We report the results and functional implications achieved for four anthracyclines (doxorubicin, epirubicin, idarubicin, and daunorubicin) and compare the information content inherent in the different computational approaches.
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- 2018
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19. Venous leakage treatment revisited: pelvic venoablation using aethoxysclerol under air block technique and Valsalva maneuver
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Ralf Herwig and Salvatore Sansalone
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Venous leak ,Sclerotherapy ,Embolization ,Erectile dysfunction ,Pelvic venoablation ,Color Doppler ultrasound ,Diseases of the genitourinary system. Urology ,RC870-923 - Abstract
Objective: We evaluated the effectiveness of pelvic vein embolization with aethoxysclerol in aero-block technique for the treatment of impotence due to venous leakage in men using sildenafil for intercourse. The aim of the procedure was to reduce the use of sildenafil. Methods: A total of 96 patients with veno-occlusive dysfunction, severe enough for the need of PDE5 inhibitors for vaginal penetration, underwent pelvic venoablation with aethoxysclerol. The mean patient age was 53.5 years. Venous leaks were identified by Color Doppler Ultrasound after intracavernous alprostadil injection. Under local anesthesia a 20-gauge needle was inserted into the deep dorsal penile vein. The pelvic venogram was obtained through deep dorsal venography. Aethoxysclerol 3% as sclerosing agent was injected after air-block under Valsalva manoeuver. Success was defined as the ability to achieve vaginal insertion without the aid of any drugs, vasoactive injections, penile prosthesis, or vacuum device. Additionally, a pre- and post- therapy IIEF score and a digital overnight spontaneous erections protocol (OSEP) with the NEVA™-system was performed. Results: At 3 month follow-up 77 out of 96 patients (80.21%) reported to have erections sufficient for vaginal insertion without the use of any drug or additional device. Four (4.17%) patients did not report any improvement. Follow up with color Doppler ultrasound revealed a new or persistent venous leakage in 8 (8.33%) of the patients. No serious complications occurred. Conclusions: Our new pelvic venoablation technique using aethoxysclerol in air-block technique was effective, minimally invasive, and cost-effective. All patients were able to perform sexual intercourse without the previously used dosage of PDE5 inhibitor. This new method may help in patients with contra-indications against PDE5 inhibitors, in patients who cannot afford the frequent usage of expensive oral medication or those who do not fully respond to PDE5-inhibitors.
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- 2015
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20. An integrative computational analysis provides evidence for FBN1-associated network deregulation in trisomy 21
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Mireia Vilardell, Sergi Civit, and Ralf Herwig
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Down Syndrome ,Marfan Syndrome ,Cardiovascular ,Heart ,Bioinformatics ,Science ,Biology (General) ,QH301-705.5 - Abstract
Summary Although approximately 50% of Down Syndrome (DS) patients have heart abnormalities, they exhibit an overprotection against cardiac abnormalities related with the connective tissue, for example a lower risk of coronary artery disease. A recent study reported a case of a person affected by DS who carried mutations in FBN1, the gene causative for a connective tissue disorder called Marfan Syndrome (MFS). The fact that the person did not have any cardiac alterations suggested compensation effects due to DS. This observation is supported by a previous DS meta-analysis at the molecular level where we have found an overall upregulation of FBN1 (which is usually downregulated in MFS). Additionally, that result was cross-validated with independent expression data from DS heart tissue. The aim of this work is to elucidate the role of FBN1 in DS and to establish a molecular link to MFS and MFS-related syndromes using a computational approach. To reach that, we conducted different analytical approaches over two DS studies (our previous meta-analysis and independent expression data from DS heart tissue) and revealed expression alterations in the FBN1 interaction network, in FBN1 co-expressed genes and FBN1-related pathways. After merging the significant results from different datasets with a Bayesian approach, we prioritized 85 genes that were able to distinguish control from DS cases. We further found evidence for several of these genes (47%), such as FBN1, DCN, and COL1A2, being dysregulated in MFS and MFS-related diseases. Consequently, we further encourage the scientific community to take into account FBN1 and its related network for the study of DS cardiovascular characteristics.
- Published
- 2013
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21. Glans reconstruction with the use of an inverted urethral flap after distal penile amputation for carcinoma
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Salvatore Sansalone, Giulio Garaffa, Giuseppe Vespasiani, Alessandro Zucchi, Franklin Emmanuel Kuehhas, Ralf Herwig, Mauro Silvani, Stefano Pecoraro, Carla Loreto, and Rosario Leonardi
- Subjects
Glans reconstruction ,Urethral flap ,Penile cancer. ,Diseases of the genitourinary system. Urology ,RC870-923 - Abstract
Restoration of adequate cosmesis and preservation of sexual and urinary function are the main goals of penile reconstructive surgery following amputation for carcinoma. Split thickness skin grafts and oral mucosa grafts have been widely used for the creation of a pseudoglans with excellent cosmetic and functional results. The main drawbacks associated with the use of grafts are donor site morbidity, the lack of engorgement of the pseudoglans and the risk of poor graft take, which may lead to contracture and poor cosmetic results. In the present series the long term cosmetic and functional outcomes of glans reconstruction with an inverted distal urethral flap are described.
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- 2013
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22. Construction of a Pig Physical Interactome Using Sequence Homology and a Comprehensive Reference Human Interactome
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Felix Dreher, Atanas Kamburov, and Ralf Herwig
- Subjects
Evolution ,QH359-425 - Published
- 2012
23. DNA-methylome analysis of mouse intestinal adenoma identifies a tumour-specific signature that is partly conserved in human colon cancer.
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Christina Grimm, Lukas Chavez, Mireia Vilardell, Alexandra L Farrall, Sascha Tierling, Julia W Böhm, Phillip Grote, Matthias Lienhard, Jörn Dietrich, Bernd Timmermann, Jörn Walter, Michal R Schweiger, Hans Lehrach, Ralf Herwig, Bernhard G Herrmann, and Markus Morkel
- Subjects
Genetics ,QH426-470 - Abstract
Aberrant CpG methylation is a universal epigenetic trait of cancer cell genomes. However, human cancer samples or cell lines preclude the investigation of epigenetic changes occurring early during tumour development. Here, we have used MeDIP-seq to analyse the DNA methylome of APC(Min) adenoma as a model for intestinal cancer initiation, and we present a list of more than 13,000 recurring differentially methylated regions (DMRs) characterizing intestinal adenoma of the mouse. We show that Polycomb Repressive Complex (PRC) targets are strongly enriched among hypermethylated DMRs, and several PRC2 components and DNA methyltransferases were up-regulated in adenoma. We further demonstrate by bisulfite pyrosequencing of purified cell populations that the DMR signature arises de novo in adenoma cells rather than by expansion of a pre-existing pattern in intestinal stem cells or undifferentiated crypt cells. We found that epigenetic silencing of tumour suppressors, which occurs frequently in colon cancer, was rare in adenoma. Quite strikingly, we identified a core set of DMRs, which is conserved between mouse adenoma and human colon cancer, thus possibly revealing a global panel of epigenetically modified genes for intestinal tumours. Our data allow a distinction between early conserved epigenetic alterations occurring in intestinal adenoma and late stochastic events promoting colon cancer progression, and may facilitate the selection of more specific clinical epigenetic biomarkers.
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- 2013
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24. Consensus-phenotype integration of transcriptomic and metabolomic data implies a role for metabolism in the chemosensitivity of tumour cells.
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Rachel Cavill, Atanas Kamburov, James K Ellis, Toby J Athersuch, Marcus S C Blagrove, Ralf Herwig, Timothy M D Ebbels, and Hector C Keun
- Subjects
Biology (General) ,QH301-705.5 - Abstract
Using transcriptomic and metabolomic measurements from the NCI60 cell line panel, together with a novel approach to integration of molecular profile data, we show that the biochemical pathways associated with tumour cell chemosensitivity to platinum-based drugs are highly coincident, i.e. they describe a consensus phenotype. Direct integration of metabolome and transcriptome data at the point of pathway analysis improved the detection of consensus pathways by 76%, and revealed associations between platinum sensitivity and several metabolic pathways that were not visible from transcriptome analysis alone. These pathways included the TCA cycle and pyruvate metabolism, lipoprotein uptake and nucleotide synthesis by both salvage and de novo pathways. Extending the approach across a wide panel of chemotherapeutics, we confirmed the specificity of the metabolic pathway associations to platinum sensitivity. We conclude that metabolic phenotyping could play a role in predicting response to platinum chemotherapy and that consensus-phenotype integration of molecular profiling data is a powerful and versatile tool for both biomarker discovery and for exploring the complex relationships between biological pathways and drug response.
- Published
- 2011
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25. A bioinformatics workflow to detect genes with DNA methylation alterations: a case study of analyzing MeDIP-seq data in cardiac microtissue exposed to epirubicin.
- Author
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Nhan Nguyen, Matthias Lienhard, Ralf Herwig, Jos Kleinjans, and Danyel Jennen
- Published
- 2022
- Full Text
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26. Supplementary Data from PWD/Ph-Encoded Genetic Variants Modulate the Cellular Wnt/β-Catenin Response to Suppress ApcMin-Triggered Intestinal Tumor Formation
- Author
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Markus Morkel, Bernhard G. Herrmann, Ralf Herwig, Bernd Timmermann, Jiri Forejt, Marta Caparros, Susanna H.M. Sluka, Heiner Kuhl, Christina Grimm, Matthias Lienhard, and Alexandra L. Farrall
- Abstract
Supplementary Figures 1-7. Supplementary Figure 1: Assembly of the PWD genome and alignment to the C57BL/6 genome. Supplementary Figure 2: RNA-seq read assignment. Supplementary Figure 3: MeDIP-seq quality controls. Supplementary Figure 4: Histology and distribution of tumors in B6 x PWD consomic mice. Supplementary Figure 5: Transcriptome analyses identify modifier candidate genes on other chromosomes than chromosome 5. Supplementary Figure 6: Strain-specific DNA methylation on chromosome 5 is correlated to CpG availability. Supplementary Figure 7: Assessment of cell types in the intestinal crypt.
- Published
- 2023
27. Data from PWD/Ph-Encoded Genetic Variants Modulate the Cellular Wnt/β-Catenin Response to Suppress ApcMin-Triggered Intestinal Tumor Formation
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Markus Morkel, Bernhard G. Herrmann, Ralf Herwig, Bernd Timmermann, Jiri Forejt, Marta Caparros, Susanna H.M. Sluka, Heiner Kuhl, Christina Grimm, Matthias Lienhard, and Alexandra L. Farrall
- Abstract
Genetic predisposition affects the penetrance of tumor-initiating mutations, such as APC mutations that stabilize β-catenin and cause intestinal tumors in mice and humans. However, the mechanisms involved in genetically predisposed penetrance are not well understood. Here, we analyzed tumor multiplicity and gene expression in tumor-prone ApcMin/+ mice on highly variant C57BL/6J (B6) and PWD/Ph (PWD) genetic backgrounds. (B6 × PWD) F1 APCMin offspring mice were largely free of intestinal adenoma, and several chromosome substitution (consomic) strains carrying single PWD chromosomes on the B6 genetic background displayed reduced adenoma numbers. Multiple dosage-dependent modifier loci on PWD chromosome 5 each contributed to tumor suppression. Activation of β-catenin–driven and stem cell–specific gene expression in the presence of ApcMin or following APC loss remained moderate in intestines carrying PWD chromosome 5, suggesting that PWD variants restrict adenoma initiation by controlling stem cell homeostasis. Gene expression of modifier candidates and DNA methylation on chromosome 5 were predominantly cis controlled and largely reflected parental patterns, providing a genetic basis for inheritance of tumor susceptibility. Human SNP variants of several modifier candidates were depleted in colorectal cancer genomes, suggesting that similar mechanisms may also affect the penetrance of cancer driver mutations in humans. Overall, our analysis highlights the strong impact that multiple genetic variants acting in networks can exert on tumor development.Significance:These findings in mice show that, in addition to accidental mutations, cancer risk is determined by networks of individual gene variants.
- Published
- 2023
28. Supplementary tables 1-7 from PWD/Ph-Encoded Genetic Variants Modulate the Cellular Wnt/β-Catenin Response to Suppress ApcMin-Triggered Intestinal Tumor Formation
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Markus Morkel, Bernhard G. Herrmann, Ralf Herwig, Bernd Timmermann, Jiri Forejt, Marta Caparros, Susanna H.M. Sluka, Heiner Kuhl, Christina Grimm, Matthias Lienhard, and Alexandra L. Farrall
- Abstract
Supplementary tables 1-7. Supplementary Table 1: GSEA signatures and references (Wnt target genes are taken from the HALLMARK Signature). Supplementary Table 2: 58 differentially expressed genes on chromosome 5, B6 vs C5 APC min normal intestine. Supplementary Table 3: 116 differentially expressed genes not located on chromosome 5, B6 vs C5 APC min normal intestine. Supplementary table 4: Differentially expressed genes on chromosome 5 regulated in cis, trans, or both. Supplementary table 5: Candidate modifier genes differentially expressed between B6 or PWD chromosome 5. Supplementary Table 6: Polymorphisms in human orthologs of mouse genes located on chromosome 5, polymorphic between B6 and PWD, and expressed in the intestine. Supplementary Table 7: PWD polymorphisms on chr5 in genes that are expressed in the intestine and/or in adenoma.
- Published
- 2023
29. Erectile Dysfunction Caused by Cavernous Leakage
- Author
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Ralf Herwig
- Abstract
Erectile dysfunction (ED) is a big issue in various populations with up to 30% of young men suffering from this condition. Unfortunately, treatment schemes are currently mainly focused on elderly patients with chronic disorders. In younger patients, ED is more a vascular problem, which affects the storage capacity of the penis. The impact of penile blood supply on erectile function was recognized some 500 years ago. At the turn of the twentieth century, the first results of penile venous ligation were published. Simple isolated ligation of the deep dorsal vein in humans for ED due to venous leak is currently not recommended, due to some reported low long-term success rates. This was, as shown in several literature reports, obviously due to insufficient technical possibilities. Technical development in imaging and vascular and endovascular treatment have dramatically evolved our understanding of this underlying condition in the past 20 years and turned this disease into a long-term treatable condition. The current state-of-the-art work-up of the underlying condition, using the newest imaging technologies with color Doppler ultrasound and CT scan with additional three-dimensional reconstruction, is to show the surgeon exactly the points to focus on. Additionally, a so-called corporo-venous insufficiency can be recognized as a mainly combined condition, affecting peripheral and more proximal drainage pathways at the same time.
- Published
- 2022
30. ConsensusPathDB 2022: molecular interactions update as a resource for network biology
- Author
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Atanas Kamburov and Ralf Herwig
- Subjects
Scaffold ,AcademicSubjects/SCI00010 ,Stability (learning theory) ,Computational Biology ,Proteins ,Context (language use) ,Computational biology ,Biology ,Mice ,MicroRNAs ,User-Computer Interface ,ConsensusPathDB ,Gene Ontology ,Resource (project management) ,Interaction network ,Databases, Genetic ,Genetics ,Key (cryptography) ,Database Issue ,Animals ,Humans ,Gene Regulatory Networks ,Protein Interaction Maps ,Software ,Biological network - Abstract
Molecular interactions are key drivers of biological function. Providing interaction resources to the research community is important since they allow functional interpretation and network-based analysis of molecular data. ConsensusPathDB (http://consensuspathdb.org) is a meta-database combining interactions of diverse types from 31 public resources for humans, 16 for mice and 14 for yeasts. Using ConsensusPathDB, researchers commonly evaluate lists of genes, proteins and metabolites against sets of molecular interactions defined by pathways, Gene Ontology and network neighborhoods and retrieve complex molecular neighborhoods formed by heterogeneous interaction types. Furthermore, the integrated protein–protein interaction network is used as a basis for propagation methods. Here, we present the 2022 update of ConsensusPathDB, highlighting content growth, additional functionality and improved database stability. For example, the number of human molecular interactions increased to 859 848 connecting 200 499 unique physical entities such as genes/proteins, metabolites and drugs. Furthermore, we integrated regulatory datasets in the form of transcription factor–, microRNA– and enhancer–gene target interactions, thus providing novel functionality in the context of overrepresentation and enrichment analyses. We specifically emphasize the use of the integrated protein–protein interaction network as a scaffold for network inferences, present topological characteristics of the network and discuss strengths and shortcomings of such approaches.
- Published
- 2021
31. E96V Mutation in the
- Author
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Delsi, Altenhofen, Jenny Minh-An, Khuong, Tanja, Kuhn, Sandra, Lebek, Sarah, Görigk, Katharina, Kaiser, Christian, Binsch, Kerstin, Griess, Birgit, Knebel, Bengt-Frederik, Belgardt, Sandra, Cames, Samaneh, Eickelschulte, Torben, Stermann, Axel, Rasche, Ralf, Herwig, Jürgen, Weiss, Heike, Vogel, Annette, Schürmann, Alexandra, Chadt, and Hadi, Al-Hasani
- Abstract
Type 2 diabetes (T2D) represents a multifactorial metabolic disease with a strong genetic predisposition. Despite elaborate efforts in identifying the genetic variants determining individual susceptibility towards T2D, the majority of genetic factors driving disease development remain poorly understood. With the aim to identify novel T2D risk genes we previously generated an N2 outcross population using the two inbred mouse strains New Zealand obese (NZO) and C3HeB/FeJ (C3H). A linkage study performed in this population led to the identification of the novel T2D-associated quantitative trait locus (QTL)
- Published
- 2022
32. Molecular Characterization, Purification, and Mode of Action of
- Author
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Asma, Bashir, Kashif, Ali, Khair, Bux, Neha, Farid, Mitra, Khaireabadi, Khwaja Ali, Hassan, Abrar, Hussain, Kiran, Fatima, Shahab, Mehmood, Syed Ali, Haider, and Ralf, Herwig
- Abstract
Bacteriocins are gaining immense importance in therapeutics since they show significant antibacterial potential. This study reports the bacteriocin KAE01 from
- Published
- 2022
33. Analysis of 1276 Haplotype-Resolved Genomes Allows Characterization of Cis- and Trans-Abundant Genes
- Author
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Margret R, Hoehe and Ralf, Herwig
- Subjects
Haplotypes ,Genome, Human ,Humans ,Exome ,Polymorphism, Single Nucleotide ,Diploidy - Abstract
Many methods for haplotyping have materialized, but their application on a significant scale has been rare to date. Here we summarize analyses that were carried out in 1092 genomes from the 1000 Genomes Consortium and validated in an unprecedented number of 184 PGP genomes that have been experimentally haplotype-resolved by application of the Long-Fragment Read (LFR) technology. These analyses provided first insights into the diplotypic nature of human genomes and its potential functional implications. Thus, protein-changing variants were not randomly distributed between the two homologues of 18,121 autosomal protein-coding genes but occurred significantly more frequently in cis than in trans configurations in virtually each of the 1276 phased genomes. This resulted in global cis/trans ratios of ~60:40, establishing "cis abundance" as a universal characteristic of diploid human genomes. This phenomenon was based on two different classes of genes, a larger one exhibiting cis configurations of protein-changing variants in excess, so-called "cis-abundant" genes, and a smaller one of "trans-abundant" genes. These two gene classes, which together constitute a common diplotypic exome, were further functionally distinguished by means of gene ontology (GO) and pathway enrichment analysis. Moreover, they were distinguishable in terms of their effects on the human interactome, where they constitute distinct cis and trans modules, as shown with network propagation on a large integrated protein-protein interaction network. These analyses, recently performed with updated database and analysis tools, further consolidated the characterization of cis- and trans-abundant genes while expanding previous results. In this chapter, we present the key results along with the materials and methods to motivate readers to investigate these findings independently and gain further insights into the diplotypic nature of genes and genomes.
- Published
- 2022
34. Autism Spectrum Disorders Child Language and Communication Skills and Its Impact on Parental Emotions and Stress
- Author
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Amela, Ibrahimagić, Nedim, Patković, and Ralf, Herwig
- Subjects
Parents ,Autism Spectrum Disorder ,Communication ,Emotions ,Humans ,Language Development Disorders ,Child ,Child Language - Published
- 2022
35. IsoTools – a flexible workflow for long-read transcriptome sequencing analysis
- Author
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Matthias Lienhard, Twan van den Beucken, Bernd Timmermann, Myriam Hochradel, Stefan Boerno, Florian Caiment, Martin Vingron, and Ralf Herwig
- Abstract
Long-read transcriptome sequencing (LRTS) holds the promise to refine our understanding of alternative splicing, however, the nature of splicing is highly complex, and computational tools need to cope with this complexity by maximum flexibility at different steps of the work-flow. For this purpose we developed IsoTools, a Python-based LRTS analysis package. IsoTools provides broad functionality for transcriptome reconstruction and quantification of isoforms. Additionally, we implemented a graph-based method for the identification of alternative splicing events and a statistical approach based on the beta-binomial distribution for the detection of differential events. To demonstrate our methods, we generated PacBio LRTS data of human hepatocytes treated with the HDAC inhibitor valproic acid. Contrasted with short read RNA-seq, this analysis shows that LRTS provides valuable additional insights for a better understanding of alternative splicing, in particular with respect to complex novel and differential splicing patterns. IsoTools is available at https://github.com/MatthiasLienhard/isotools.
- Published
- 2022
36. Epirubicin Alters DNA Methylation Profiles Related to Cardiotoxicity
- Author
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Danyel Jennen, Jos Kleinjans, Ralf Herwig, Matthias Lienhard, Nhan Nguyen, RS: GROW - R1 - Prevention, and Toxicogenomics
- Subjects
DNA methylation ,General Immunology and Microbiology ,side effect ,DNA Helicases ,Nuclear Proteins ,DNA ,Sequence Analysis, DNA ,MeDIP-seq ,epirubicin ,General Biochemistry, Genetics and Molecular Biology ,Cardiotoxicity ,READ ALIGNMENT ,toxicogenomics ,Humans ,HEART ,Transcription Factors - Abstract
Background: Epirubicin (EPI) is an important anticancer drug that is well-known for its cardiotoxic side effect. Studying epigenetic modification such as DNA methylation can help to understand the EPI-related toxic mechanisms in cardiac tissue. In this study, we analyzed the DNA methylation profile in a relevant human cell model and inspected the expression of differentially methylated genes at the transcriptome level to understand how changes in DNA methylation could affect gene expression in relation to EPI-induced cardiotoxicity. Methods: Human cardiac microtissues were exposed to either therapeutic or toxic (IC20) EPI doses during 2 weeks. The DNA and RNA were collected from microtissues in triplicates at 2, 8, 24, 72, 168, 240, and 336 hours of exposure. Methylated DNA immunoprecipitation-sequencing (MeDIP-seq) analysis was used to detect DNA methylation levels in EPI-treated and control samples. The MeDIP-seq data were analyzed and processed using the QSEA package with a recently published workflow. RNA sequencing (RNA-seq) was used to measure global gene expression in the same samples. Results: After processing the MeDIP-seq data, we detected 35, 37, 15 candidate genes which show strong methylated alterations between all EPI-treated, EPI therapeutic and EPI toxic dose-treated samples compared to control, respectively. For several genes, gene expressions changed compatibly reflecting the DNA methylation regulation. Conclusions: The observed DNA methylation modifications provide further insights into the EPI-induced cardiotoxicity. Multiple differentially methylated genes under EPI treatment, such as SMARCA4, PKN1, RGS12, DPP9, NCOR2, SDHA, POLR2A, and AGPAT3, have been implicated in different cardiac dysfunction mechanisms. Together with other differentially methylated genes, these genes can be candidates for further investigations of EPI-related toxic mechanisms. Data Repository: The data has been generated by the HeCaToS project (http://www.ebi.ac.uk/biostudies) under accession numbers S-HECA433 and S-HECA434 for the MeDIP-seq data and S-HECA11 for the RNA-seq data. The R code is available on Github (https://github.com/NhanNguyen000/MeDIP).
- Published
- 2022
37. Exploring potential target genes of signaling pathways by predicting conserved transcription factor binding sites.
- Author
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Christoph Dieterich, Ralf Herwig, and Martin Vingron
- Published
- 2003
38. PWD/Ph-Encoded Genetic Variants Modulate the Cellular Wnt/β-Catenin Response to Suppress ApcMin-Triggered Intestinal Tumor Formation
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Bernhard G. Herrmann, Bernd Timmermann, Susanna H. M. Sluka, Jiri Forejt, Ralf Herwig, Heiner Kuhl, Marta Caparros, Matthias Lienhard, Markus Morkel, Christina Grimm, Alexandra L. Farrall, University of Zurich, Herrmann, Bernhard G, and Morkel, Markus
- Subjects
0301 basic medicine ,Genetics ,Cancer Research ,Wnt signaling pathway ,Chromosome ,Cancer ,610 Medicine & health ,Biology ,medicine.disease ,Penetrance ,03 medical and health sciences ,030104 developmental biology ,0302 clinical medicine ,Oncology ,10036 Medical Clinic ,030220 oncology & carcinogenesis ,Catenin ,Gene expression ,DNA methylation ,Genetic predisposition ,medicine ,2730 Oncology ,1306 Cancer Research - Abstract
Genetic predisposition affects the penetrance of tumor-initiating mutations, such as APC mutations that stabilize β-catenin and cause intestinal tumors in mice and humans. However, the mechanisms involved in genetically predisposed penetrance are not well understood. Here, we analyzed tumor multiplicity and gene expression in tumor-prone ApcMin/+ mice on highly variant C57BL/6J (B6) and PWD/Ph (PWD) genetic backgrounds. (B6 × PWD) F1 APCMin offspring mice were largely free of intestinal adenoma, and several chromosome substitution (consomic) strains carrying single PWD chromosomes on the B6 genetic background displayed reduced adenoma numbers. Multiple dosage-dependent modifier loci on PWD chromosome 5 each contributed to tumor suppression. Activation of β-catenin–driven and stem cell–specific gene expression in the presence of ApcMin or following APC loss remained moderate in intestines carrying PWD chromosome 5, suggesting that PWD variants restrict adenoma initiation by controlling stem cell homeostasis. Gene expression of modifier candidates and DNA methylation on chromosome 5 were predominantly cis controlled and largely reflected parental patterns, providing a genetic basis for inheritance of tumor susceptibility. Human SNP variants of several modifier candidates were depleted in colorectal cancer genomes, suggesting that similar mechanisms may also affect the penetrance of cancer driver mutations in humans. Overall, our analysis highlights the strong impact that multiple genetic variants acting in networks can exert on tumor development. Significance: These findings in mice show that, in addition to accidental mutations, cancer risk is determined by networks of individual gene variants.
- Published
- 2021
39. A data-analysis pipeline for large-scale gene expression analysis.
- Author
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Steffen Hennig, Ralf Herwig, Matthew Clark, Pia Aanstad, A. Musa, John O'Brien, C. Bull, Uwe Radelof, Georgia Panopoulou, Albert J. Poustka, and Hans Lehrach
- Published
- 2000
- Full Text
- View/download PDF
40. Comparative genomic analyses of multiple backcross mouse populations suggest SGCG as a novel potential obesity-modifier gene
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Tanja Kuhn, Katharina Kaiser, Sandra Lebek, Delsi Altenhofen, Birgit Knebel, Ralf Herwig, Axel Rasche, Angela Pelligra, Sarah Görigk, Jenny Minh-An Khuong, Heike Vogel, Annette Schürmann, Matthias Blüher, Alexandra Chadt, and Hadi Al-Hasani
- Subjects
Genes, Modifier ,ADP-Ribosylation Factors ,Body Weight ,Chromosome Mapping ,Mice, Inbred Strains ,General Medicine ,Genomics ,Mice ,Diabetes Mellitus, Type 2 ,Sarcoglycans ,Genetics ,Humans ,Animals ,Female ,Obesity ,Molecular Biology ,Genetics (clinical) - Abstract
To nominate novel disease genes for obesity and type 2 diabetes (T2D), we recently generated two mouse backcross populations of the T2D-susceptible New Zealand Obese (NZO/HI) mouse strain and two genetically different, lean and T2D-resistant strains, 129P2/OlaHsd and C3HeB/FeJ. Comparative linkage analysis of our two female backcross populations identified seven novel body fat-associated quantitative trait loci (QTL). Only the locus Nbw14 (NZO body weight on chromosome 14) showed linkage to obesity-related traits in both backcross populations, indicating that the causal gene variant is likely specific for the NZO strain as NZO allele carriers in both crosses displayed elevated body weight and fat mass. To identify candidate genes for Nbw14, we used a combined approach of gene expression and haplotype analysis to filter for NZO-specific gene variants in gonadal white adipose tissue, defined as the main QTL-target tissue. Only two genes, Arl11 and Sgcg, fulfilled our candidate criteria. In addition, expression QTL analysis revealed cis-signals for both genes within the Nbw14 locus. Moreover, retroviral overexpression of Sgcg in 3T3-L1 adipocytes resulted in increased insulin-stimulated glucose uptake. In humans, mRNA levels of SGCG correlated with body mass index and body fat mass exclusively in diabetic subjects, suggesting that SGCG may present a novel marker for metabolically unhealthy obesity. In conclusion, our comparative-cross analysis could substantially improve the mapping resolution of the obesity locus Nbw14. Future studies will throw light on the mechanism by which Sgcg may protect from the development of obesity.
- Published
- 2022
41. Matching anticancer compounds and tumor cell lines by neural networks with ranking loss
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Paul Prasse, Pascal Iversen, Matthias Lienhard, Kristina Thedinga, Chris Bauer, Ralf Herwig, and Tobias Scheffer
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AcademicSubjects/SCI01140 ,AcademicSubjects/SCI01060 ,AcademicSubjects/SCI00030 ,Methods Article ,AcademicSubjects/SCI00980 ,General Medicine ,AcademicSubjects/SCI01180 - Abstract
Computational drug sensitivity models have the potential to improve therapeutic outcomes by identifying targeted drug components that are likely to achieve the highest efficacy for a cancer cell line at hand at a therapeutic dose. State of the art drug sensitivity models use regression techniques to predict the inhibitory concentration of a drug for a tumor cell line. This regression objective is not directly aligned with either of these principal goals of drug sensitivity models: We argue that drug sensitivity modeling should be seen as a ranking problem with an optimization criterion that quantifies a drug’s inhibitory capacity for the cancer cell line at hand relative to its toxicity for healthy cells. We derive an extension to the well-established drug sensitivity regression model PaccMann that employs a ranking loss and focuses on the ratio of inhibitory concentration and therapeutic dosage range. We find that the ranking extension significantly enhances the model’s capability to identify the most effective anticancer drugs for unseen tumor cell profiles based in on in-vitro data.
- Published
- 2022
42. Alpha-Ketoglutarate: A Potential Inner Mitochondrial and Cytosolic Protector against Peroxynitrite and Peroxynitrite-Induced Nitration?
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Reinhold Wintersteiger, Ralf Herwig, Joachim Greilberger, Klaus Zangger, and Michaela Greilberger
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inorganic chemicals ,Physiology ,Clinical Biochemistry ,RM1-950 ,Biochemistry ,Article ,law.invention ,Luminol ,chemistry.chemical_compound ,Alpha ketoglutarate ,law ,Nitration ,Nitrite ,Bovine serum albumin ,Tyrosine ,Molecular Biology ,Chemiluminescence ,Chromatography ,biology ,reactive oxygen and nitrogen species (RONS) ,Chemistry ,Cell Biology ,peroxynitrite (ONOO−) ,alpha-ketoglutarate (αKG) ,biology.protein ,cardiovascular system ,Therapeutics. Pharmacology ,Peroxynitrite - Abstract
The generation of peroxynitrite (ONOO−) is associated with several diseases, including atherosclerosis, hypertension, neurodegeneration, cancer, inflammation, and sepsis. Alpha-ketoglutarate (αKG) is a known potential highly antioxidative agent for radical oxidative species such as peroxides. The question arises as to whether αKG is also a potential scavenger of ONOO− and a potential protector against ONOO−-mediated nitration of proteins. NMR studies of 1 mM αKG in 100 mM phosphate-buffered saline at pH 7.4 and pH 6.0 were carried out in the presence or absence of a final concentration of 2 mM ONOO−. An ONOO−–luminol-induced chemiluminescence reaction was used to measure the scavenging function of several concentrations of αKG, quantification of αKG was performed via spectrophotometric enzymatic assay of αKG in the absence or presence of 0, 1, or 2 mM ONOO−. The nitration of tyrosine residues on proteins was measured on ONOO−-treated bovine serum albumin (BSA) in the presence or absence of 0–24 mM αKG by an ELISA technique using a specific anti-IgG against nitro-tyrosine. The addition of ONOO− to αKG led to the formation of succinic acid and nitrite at pH 7.0, but not at pH 6.0, as αKG was stable against ONOO−. The absorbance of enzymatically estimated αKG at the time point of 30 min was significantly lower in favour of ONOO− (1 mM: 0.21 ± 0.03, 2 mM: 0.12 ± 0.05 vs. 0 mM: 0.32 ± 0.02, p <, 0.001). The luminol technique showed an inverse logarithmic correlation of the ONOO− and αKG concentrations (y = −2 × 105 ln(x) + 1 × 106, r2 = 0.99). The usage of 4 mM αKG showed a significant reduction by nearly half in the chemiluminescence signal (284,456 ± 29,293 cps, p <, 0.001) compared to the control (474,401 ± 18,259), for 20 and 200 mM αKG, there were further reductions to 163,546 ± 26,196 cps (p <, 0.001) and 12,658 ± 1928 cps (p <, 0.001). Nitrated tyrosine residues were estimated using the ELISA technique. A negative linear correlation was obtained by estimating nitrated tyrosine residues in the presence of αKG (r2 = 0.94): a reduction by half of nitrated tyrosine was estimated using 12 mM αKG compared to the control (326.1 ± 39.6 nmol vs. 844.5 ± 128.4 nmol, 0.001).
- Published
- 2021
43. Systems Biology in Practice: Concepts, Implementation and Application
- Author
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Edda Klipp, Ralf Herwig, Axel Kowald, Christoph Wierling, Hans Lehrach
- Published
- 2008
44. Altered DNA Methylation Profiles in SF3B1 Mutated CLL Patients
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Janine Altmüller, Michal R. Schweiger, Carmen D. Herling, Hans Christian Reinhardt, Bernd Timmermann, Matthias Lienhard, Oliver Mücke, Michael Hallek, Christoph Plass, Christina Grimm, Anja Königs, Alicja Pacholewska, and Ralf Herwig
- Subjects
QH301-705.5 ,Medizin ,Biology ,medicine.disease_cause ,Catalysis ,Article ,Epigenesis, Genetic ,Inorganic Chemistry ,Splicing factor ,hemic and lymphatic diseases ,medicine ,Biomarkers, Tumor ,Humans ,Epigenetics ,Biology (General) ,Physical and Theoretical Chemistry ,QD1-999 ,Molecular Biology ,Gene ,SF3B1 mutation ,Spectroscopy ,DNA methylation ,Gene Expression Regulation, Leukemic ,Organic Chemistry ,IKAROS ,General Medicine ,Methylation ,Epigenome ,Phosphoproteins ,Prognosis ,Leukemia, Lymphocytic, Chronic, B-Cell ,Computer Science Applications ,Chemistry ,NOTCH ,Differentially methylated regions ,Mutation ,Cancer research ,chronic lymphocytic leukemia ,RNA Splicing Factors ,Technology Platforms ,Carcinogenesis ,CLL - Abstract
Mutations in splicing factor genes have a severe impact on the survival of cancer patients. Splicing factor 3b subunit 1 (SF3B1) is one of the most frequently mutated genes in chronic lymphocytic leukemia (CLL), patients carrying these mutations have a poor prognosis. Since the splicing machinery and the epigenome are closely interconnected, we investigated whether these alterations may affect the epigenomes of CLL patients. While an overall hypomethylation during CLL carcinogenesis has been observed, the interplay between the epigenetic stage of the originating B cells and SF3B1 mutations, and the subsequent effect of the mutations on methylation alterations in CLL, have not been investigated. We profiled the genome-wide DNA methylation patterns of 27 CLL patients with and without SF3B1 mutations and identified local decreases in methylation levels in SF3B1mut CLL patients at 67 genomic regions, mostly in proximity to telomeric regions. These differentially methylated regions (DMRs) were enriched in gene bodies of cancer-related signaling genes, e.g., NOTCH1, HTRA3, and BCL9L. In our study, SF3B1 mutations exclusively emerged in two out of three epigenetic stages of the originating B cells. However, not all the DMRs could be associated with the methylation programming of B cells during development, suggesting that mutations in SF3B1 cause additional epigenetic aberrations during carcinogenesis.
- Published
- 2021
45. High-throughput Mutational Surveillance of the SARS-CoV-2 Spike Gene
- Author
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Marcus Martin Strobl, Maria Novatchkova, Alexander Stark, Timothej Patocka, Christoph Bock, Petr Triska, Vera Felsenstein, Franz Allerberger, Tanino Giuseppe Albanese, Ezgi Özkan, Luisa Cochella, Alexander Indra, Ralf Herwig, Lukas Endler, Manuela Foedinger, Andreas Bergthaler, Ido Tamir, Alexander Vogt, Thomas Penz, Daniela Schmid, Ulrich Elling, Tamara Seitz, and Ramesh Yelagandula
- Subjects
Infectivity ,Whole genome sequencing ,education.field_of_study ,Ectodomain ,Viral evolution ,Population ,Pandemic ,Spike (software development) ,Computational biology ,Biology ,education ,Gene - Abstract
SARS-CoV-2 has evolved rapidly towards higher infectivity and partial immune escape over the course of the pandemic. This evolution is driven by the enormous virus population, that has infected close to 200 million people by now. Therefore, cost effective and scalable methods are needed to monitor viral evolution globally. Mutation-specific PCR approaches have become inadequate to distinguish the variety of circulating SARS-CoV-2 variants and are unable to detect novel ones. Conversely, whole genome sequencing protocols remain too labor- and cost-intensive to monitor SARS-CoV-2 at the required density. By adapting SARSeq we present a simple, fast, and scalable S-gene tiling pipeline for focused sequencing of the S-gene encoding for the spike protein. This method reports on all sequence positions with known importance for infectivity and immunity, yet scales to >20K samples per run. S-gene tiling is used for nationwide surveillance of SARS-CoV-2 at a density of 10% to 50% of all cases of infection in Austria. SARSeq S-tiling uncovered several infection clusters with variants of concern such as the biggest known cluster of Beta/B.1.351 outside Africa and successfully informed public health measures in a timely manner, allowing their successful implementation. Our close monitoring of mutations further highlighted evolutionary constraints and freedom of the spike protein ectodomain and sheds light on foreseeable evolutionary trajectories.
- Published
- 2021
46. Long-read transcriptome sequencing analysis with IsoTools
- Author
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Martin Vingron, Bernd Timmermann, Twan van den Beucken, Florian Caiment, Stefan Boerno, Matthias Lienhard, Ralf Herwig, and Myriam Hochradel
- Subjects
Identification (information) ,Annotation ,Computer science ,Alternative splicing ,RNA splicing ,Graph (abstract data type) ,Computational biology ,Python (programming language) ,Data structure ,computer ,Transcriptome Sequencing ,computer.programming_language - Abstract
Long-read transcriptome sequencing (LRTS) holds the promise to boost our understanding of alternative splicing. Recent advances in accuracy and throughput have diminished the major limitations and enabled the direct quantification of isoforms. Considering the complexity of the data and the broad range of potential applications, it is clear that highly flexible, accurate analysis tools are crucial. Here, we present IsoTools, a comprehensive Python-based analysis package, for the improvement of alternative and differential splicing analysis. Iso-Tools provides a comprehensive data structure that integrates genomic information from LRTS transcripts together with the reference annotation, and enables broad functionality to quality control, visualize and analyze the data. Additionally, we implemented a graph-based method for the identification of alternative splicing events and a statistical approach based on the beta binomial distribution for the detection of differential events. To demonstrate our methods, we generated PacBio Iso-Seq data of human hepatocytes treated with the HDAC inhibitor valproic acid, a compound known to induce widespread transcriptional changes. Contrasted with short read RNA-Seq of the same samples, this analysis shows that LRTS provides valuable additional insights for a better understanding of alternative splicing, in particular with respect to complex novel and differential splicing events. IsoTools is made available for the community along with extensive documentation at https://github.com/MatthiasLienhard/isotools.
- Published
- 2021
47. Large-scale literature mining to assess the relation between anti-cancer drugs and cancer types
- Author
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Matthias Lienhard, Tobias Scheffer, Johannes Schuchhardt, Christopher F. Bauer, Ralf Herwig, and Paul Prasse
- Subjects
0301 basic medicine ,Relation (database) ,Computer science ,Knowledge Bases ,Antineoplastic Agents ,Scientific literature ,Anti-cancer drugs ,computer.software_genre ,General Biochemistry, Genetics and Molecular Biology ,Database ,03 medical and health sciences ,Consistency (database systems) ,0302 clinical medicine ,Text mining ,Named-entity recognition ,Neoplasms ,Data Mining ,Humans ,Information retrieval ,business.industry ,Research ,Scale (chemistry) ,Publications ,General Medicine ,Tumor types ,Identification (information) ,ComputingMethodologies_PATTERNRECOGNITION ,030104 developmental biology ,Knowledge base ,Word embeddings ,030220 oncology & carcinogenesis ,Medicine ,business ,Literature mining ,computer - Abstract
Background There is a huge body of scientific literature describing the relation between tumor types and anti-cancer drugs. The vast amount of scientific literature makes it impossible for researchers and physicians to extract all relevant information manually. Methods In order to cope with the large amount of literature we applied an automated text mining approach to assess the relations between 30 most frequent cancer types and 270 anti-cancer drugs. We applied two different approaches, a classical text mining based on named entity recognition and an AI-based approach employing word embeddings. The consistency of literature mining results was validated with 3 independent methods: first, using data from FDA approvals, second, using experimentally measured IC-50 cell line data and third, using clinical patient survival data. Results We demonstrated that the automated text mining was able to successfully assess the relation between cancer types and anti-cancer drugs. All validation methods showed a good correspondence between the results from literature mining and independent confirmatory approaches. The relation between most frequent cancer types and drugs employed for their treatment were visualized in a large heatmap. All results are accessible in an interactive web-based knowledge base using the following link: https://knowledgebase.microdiscovery.de/heatmap. Conclusions Our approach is able to assess the relations between compounds and cancer types in an automated manner. Both, cancer types and compounds could be grouped into different clusters. Researchers can use the interactive knowledge base to inspect the presented results and follow their own research questions, for example the identification of novel indication areas for known drugs.
- Published
- 2021
48. Combined Targeted Resequencing of Cytosine DNA Methylation and Mutations of DNA Repair Genes with Potential Use for Poly(ADP-Ribose) Polymerase 1 Inhibitor Sensitivity Testing
- Author
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Holger Thiele, Michal R. Schweiger, Roberta Castiglione, Matthias Lienhard, Michelle Hussong, Anne M. Schultheis, Axel Fischer, Roshni Kalachand, Christina Grimm, Janine Altmüller, Reinhard Buettner, H. Christian Reinhardt, Elena Wasserburger, Bryan T. Hennessy, Ralf Herwig, Kai Hauschulz, and Angela M. Farrelly
- Subjects
0301 basic medicine ,Cell Survival ,DNA repair ,Poly ADP ribose polymerase ,DNA Mutational Analysis ,Poly (ADP-Ribose) Polymerase-1 ,Poly(ADP-ribose) Polymerase Inhibitors ,Biology ,Pathology and Forensic Medicine ,03 medical and health sciences ,chemistry.chemical_compound ,0302 clinical medicine ,Cell Line, Tumor ,Temozolomide ,Humans ,Epigenetics ,Promoter Regions, Genetic ,Polymerase ,Ovarian Neoplasms ,BRCA1 Protein ,Promoter ,Methylation ,DNA Methylation ,030104 developmental biology ,chemistry ,030220 oncology & carcinogenesis ,DNA methylation ,Cancer research ,biology.protein ,Molecular Medicine ,Female ,E1A-Associated p300 Protein ,DNA - Abstract
Current molecular tumor diagnostics encompass panel sequencing to detect mutations, copy number alterations, and rearrangements. However, tumor suppressor genes can also be inactivated by methylation within their promoter region. These epigenetic alterations are so far rarely assessed in the clinical setting. Therefore, we established the AllCap protocol facilitating the combined detection of mutations and DNA methylation at the coding and promoter regions of 342 DNA repair genes in one experiment. We demonstrate the use of the protocol by applying it to ovarian cancer cell lines with different responsiveness to poly(ADP-ribose) polymerase inhibition. BRCA1, ATM, ATR, and EP300 mutations and methylation of the BRCA1 promoter were detected as potential predictors for therapy response. The required amount of input DNA was optimized, and the application to formalin-fixed, paraffin-embedded tissue samples was verified to improve the clinical applicability. Thus, by adding DNA methylation values to panel resequencings, the AllCap assay will add another important level of information to clinical tests and will improve stratification of patients for systemic therapies.
- Published
- 2019
49. Significant abundance ofcisconfigurations of coding variants in diploid human genomes
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Radoje Drmanac, Margret R. Hoehe, Brock A. Peters, Qing Mao, Thomas Huebsch, Ralf Herwig, and George M. Church
- Subjects
Quantitative Trait Loci ,Human genetic variation ,Biology ,Polymorphism, Single Nucleotide ,Genome ,Open Reading Frames ,03 medical and health sciences ,0302 clinical medicine ,Genetic variation ,Genetics ,Humans ,Exome ,1000 Genomes Project ,Gene ,Exome sequencing ,030304 developmental biology ,0303 health sciences ,Genome, Human ,Genetic Variation ,Genomics ,Diploidy ,Phenotype ,Haplotypes ,Human genome ,030217 neurology & neurosurgery - Abstract
To fully understand human genetic variation and its functional consequences, the specific distribution of variants between the two chromosomal homologues of genes must be known. The ‘phase’ of variants can significantly impact gene function and phenotype. To assess patterns of phase at large scale, we have analyzed 18 121 autosomal genes in 1092 statistically phased genomes from the 1000 Genomes Project and 184 experimentally phased genomes from the Personal Genome Project. Here we show that genes with cis-configurations of coding variants are more frequent than genes with trans-configurations in a genome, with global cis/trans ratios of ∼60:40. Significant cis-abundance was observed in virtually all genomes in all populations. Moreover, we identified a large group of genes exhibiting cis-configurations of protein-changing variants in excess, so-called ‘cis-abundant genes’, and a smaller group of ‘trans-abundant genes’. These two gene categories were functionally distinguishable, and exhibited strikingly different distributional patterns of protein-changing variants. Underlying these phenomena was a shared set of phase-sensitive genes of importance for adaptation and evolution. This work establishes common patterns of phase as key characteristics of diploid human exomes and provides evidence for their functional significance, highlighting the importance of phase for the interpretation of protein-coding genetic variation and gene function.
- Published
- 2019
50. Low exercise response in hyperglycemic NZO mice is associated with disturbed skeletal muscle BCAA metabolism and upregulation of mitochondrial tRNA synthetases
- Author
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Hadi Al-Hasani, Ralf Herwig, C Binsch, D Herebian, Christian Springer, Alexandra Chadt, M Owens, Matthias Lienhard, and Birgit Knebel
- Subjects
medicine.medical_specialty ,medicine.anatomical_structure ,Endocrinology ,Downregulation and upregulation ,Chemistry ,Internal medicine ,medicine ,Skeletal muscle ,Metabolism ,Mitochondrial trna - Published
- 2021
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