ABSTRACT
B cells have the unique property to somatically alter their immunoglobulin (IG) genes by V(D)J recombination, somatic hypermutation (SHM) and class-switch recombination (CSR). Aberrant targeting of these mechanisms is implicated in lymphomagenesis, but the mutational processes are poorly understood. By performing whole genome and transcriptome sequencing of 181 germinal center derived B-cell lymphomas (gcBCL) we identified distinct mutational signatures linked to SHM and CSR. We show that not only SHM, but presumably also CSR causes off-target mutations in non-IG genes. Kataegis clusters with high mutational density mainly affected early replicating regions and were enriched for SHM- and CSR-mediated off-target mutations. Moreover, they often co-occurred in loci physically interacting in the nucleus, suggesting that mutation hotspots promote increased mutation targeting of spatially co-localized loci (termed hypermutation by proxy). Only around 1% of somatic small variants were in protein coding sequences, but in about half of the driver genes, a contribution of B-cell specific mutational processes to their mutations was found. The B-cell-specific mutational processes contribute to both lymphoma initiation and intratumoral heterogeneity. Overall, we demonstrate that mutational processes involved in the development of gcBCL are more complex than previously appreciated, and that B cell-specific mutational processes contribute via diverse mechanisms to lymphomagenesis.
Subject(s)
Genome/genetics , Germinal Center/metabolism , Lymphoma, B-Cell/genetics , Mutation/genetics , Adult , B-Lymphocytes/metabolism , Cell Line , Cell Line, Tumor , Genes, Immunoglobulin/genetics , HeLa Cells , Hep G2 Cells , Human Umbilical Vein Endothelial Cells , Humans , Immunoglobulin Class Switching/genetics , K562 Cells , MCF-7 Cells , Somatic Hypermutation, Immunoglobulin/genetics , V(D)J Recombination/geneticsABSTRACT
Chordomas are rare bone tumors with few therapeutic options. Here we show, using whole-exome and genome sequencing within a precision oncology program, that advanced chordomas (n = 11) may be characterized by genomic patterns indicative of defective homologous recombination (HR) DNA repair and alterations affecting HR-related genes, including, for example, deletions and pathogenic germline variants of BRCA2, NBN, and CHEK2. A mutational signature associated with HR deficiency was significantly enriched in 72.7% of samples and co-occurred with genomic instability. The poly(ADP-ribose) polymerase (PARP) inhibitor olaparib, which is preferentially toxic to HR-incompetent cells, led to prolonged clinical benefit in a patient with refractory chordoma, and whole-genome analysis at progression revealed a PARP1 p.T910A mutation predicted to disrupt the autoinhibitory PARP1 helical domain. These findings uncover a therapeutic opportunity in chordoma that warrants further exploration, and provide insight into the mechanisms underlying PARP inhibitor resistance.
Subject(s)
Chordoma/drug therapy , Phthalazines/therapeutic use , Piperazines/therapeutic use , Poly (ADP-Ribose) Polymerase-1/genetics , Poly(ADP-ribose) Polymerase Inhibitors/therapeutic use , Recombinational DNA Repair/genetics , Adult , Aged , Chordoma/genetics , Chordoma/pathology , Chromosome Mapping , DNA Breaks, Double-Stranded , DNA Mutational Analysis , Drug Resistance, Neoplasm/genetics , Female , Genomic Instability , Humans , Male , Middle Aged , Phthalazines/pharmacology , Piperazines/pharmacology , Poly (ADP-Ribose) Polymerase-1/antagonists & inhibitors , Poly(ADP-ribose) Polymerase Inhibitors/pharmacology , Precision Medicine/methods , Protein Domains/genetics , Treatment Outcome , Exome SequencingABSTRACT
Identifying the earliest somatic changes in prostate cancer can give important insights into tumor evolution and aids in stratifying high- from low-risk disease. We integrated whole genome, transcriptome and methylome analysis of early-onset prostate cancers (diagnosis ≤55 years). Characterization across 292 prostate cancer genomes revealed age-related genomic alterations and a clock-like enzymatic-driven mutational process contributing to the earliest mutations in prostate cancer patients. Our integrative analysis identified four molecular subgroups, including a particularly aggressive subgroup with recurrent duplications associated with increased expression of ESRP1, which we validate in 12,000 tissue microarray tumors. Finally, we combined the patterns of molecular co-occurrence and risk-based subgroup information to deconvolve the molecular and clinical trajectories of prostate cancer from single patient samples.
Subject(s)
Biomarkers, Tumor/genetics , DNA Methylation , Gene Expression Regulation, Neoplastic , Prostatic Neoplasms/genetics , Transcriptome , Adult , Biomarkers, Tumor/metabolism , Evolution, Molecular , Humans , Male , Middle Aged , Mutation , Prostatic Neoplasms/metabolism , Prostatic Neoplasms/pathology , RNA-Binding Proteins/genetics , RNA-Binding Proteins/metabolism , Risk Factors , Whole Genome Sequencing/methodsABSTRACT
The One Touch Pipeline (OTP) is an automation platform managing Next-Generation Sequencing (NGS) data and calling bioinformatic pipelines for processing these data. OTP handles the complete digital process from import of raw sequence data via alignment of sequencing reads to identify genomic events in an automated and scalable way. Three major goals are pursued: firstly, reduction of human resources required for data management by introducing automated processes. Secondly, reduction of time until the sequences can be analyzed by bioinformatic experts, by executing all operations more reliably and quickly. Thirdly, storing all information in one system with secure web access and search capabilities. From software architecture perspective, OTP is both information center and workflow management system. As a workflow management system, OTP call several NGS pipelines that can easily be adapted and extended according to new requirements. As an information center, it comprises a database for metadata information as well as a structured file system. Based on complete and consistent information, data management and bioinformatic pipelines within OTP are executed automatically with all steps book-kept in a database.
Subject(s)
Database Management Systems , Databases, Genetic , Genomics , High-Throughput Nucleotide Sequencing , Sequence Analysis, DNA , Automation , User-Computer InterfaceABSTRACT
The availability of tyrosine kinase inhibitors (TKI) during the past ten years has led to improved response and overall survival of patients suffering from metastatic clear cell renal cell carcinoma (ccRCC). However, most of these tumors will eventually progress due to resistance evolving under therapy. The objective of this pilot study was to determine whether molecular alterations in ccRCC tissues sampled over the course of the disease might be suggestive of potential therapies. We performed whole exome sequencing of nine samples from four patients in the MORE (Molecular Renal Cancer Evolution) trial. We analyzed the mutational patterns in the tissues at baseline and compared them to those detectable in biopsy samples after progression under TKI therapy. We found limited genetic concordance between primary and secondary tumor sites with private mutations in FLT4, MTOR, ITGA5, SETD2, PBRM1, and BRCA1 on progression. One patient who showed an increased mutational load in the metastasis responded to nivolumab treatment. Our data provide evidence for clonal evolution and diverse pathways leading to acquired TKI resistance of ccRCC. Acquired resistance to TKI in metastatic ccRCC is due to intra-tumor heterogeneity and clonal evolution of resistant subclones. Mutations occurring under progression might be informative for alternative targeted therapies.
ABSTRACT
The aim of our study was to monitor the protein expression profile in pituitary glands of healthy C57BL/6J mice during aging. Pituitary glands of 4-week old (immature), 3-month old (mature), and >25-month old mice were analysed by proteomic tools such as two-dimensional electrophoresis and N-terminal micro-sequencing. A change was detected in the expression of growth hormone after sexual maturation. Our particular interest, however, was directed against up-regulated proteins in the old pituitary glands, which are proposed to be involved in the process of neuroendocrine aging. Among these proteins, the expression of glutathione-S-transferase (GST) and apolipoprotein A-1 were increased in old pituitaries. Furthermore, ubiquitin carboxyl-terminal hydrolase (UCH-L1) was significantly up-regulated in senescent C57BL/6J mouse pituitaries. Since only the rat homologue was known, we isolated and analysed the mouse UCH-L1 sequence. Since GST is involved in antioxidative defence and UCH-L1 is part of the ubiquitin/proteasome system, which is responsible for the removal of damaged proteins, these results suggest increased oxidative burden and an increased activity of the ubiquitin system.
Subject(s)
Aging/metabolism , Pituitary Gland/metabolism , Proteins/metabolism , Aging/genetics , Amino Acid Sequence , Animals , Apolipoprotein A-I/metabolism , Electrophoresis, Gel, Two-Dimensional , Gene Expression Profiling , Glutathione Transferase/metabolism , Mice , Mice, Inbred C57BL , Mice, Inbred Strains , Molecular Sequence Data , Proteins/genetics , Thiolester Hydrolases/metabolism , Ubiquitin Thiolesterase , Up-Regulation/physiologyABSTRACT
BACKGROUND: Brain-derived neurotrophic factor (BDNF) plays an important role in differentiation and repair of neurons in the adult brain. BDNF serum levels have been found to be lower in depressed patients than in healthy subjects. In a couple of studies, effective antidepressant treatment including electroconvulsive therapy led to an increase in BDNF serum levels. As transcranial direct current stimulation (tDCS) is currently discussed as novel therapeutic intervention in major depression, we investigated BDNF serum levels during tDCS in therapy-resistant depression. METHODS: Twenty-two patients with a major depressive episode participated in a double-blind placebo-controlled trial and received randomized cross over treatment with 2 weeks active and 2 weeks sham tDCS (1 or 2 mA for 20 min, anode over the left dorsolateral prefrontal cortex, cathode right supraorbital cortex). RESULTS: Clinical assessment only showed a modest and non-significant improvement in HAMD, BDI and CGI in both groups. BDNF serum levels were measured at baseline, after 2 and after 4 weeks. There was neither a significant change of BDNF levels following active tDCS, nor were severity of depressive symptoms and BDNF levels correlated. LIMITATIONS: The small sample size, its heterogeneity, the short observation period and a cross-over design without an interval between both conditions. CONCLUSIONS: tDCS did not change BDNF serum levels unlike other established antidepressant interventions in this treatment resistant sample. However, larger studies are needed.
Subject(s)
Brain-Derived Neurotrophic Factor/blood , Depressive Disorder, Major/blood , Depressive Disorder, Major/therapy , Depressive Disorder, Treatment-Resistant/blood , Depressive Disorder, Treatment-Resistant/therapy , Electric Stimulation Therapy/methods , Adult , Aged , Antidepressive Agents/therapeutic use , Cerebral Cortex , Cross-Over Studies , Double-Blind Method , Electroconvulsive Therapy , Female , Humans , Male , Middle Aged , Prefrontal Cortex/physiology , Treatment OutcomeABSTRACT
BACKGROUND: Transcranial direct current stimulation (tDCS) has been investigated as therapeutic intervention in various psychiatric and neurologic disorders. As placebo responses to technical interventions may be pronounced in many clinical conditions, it is important to thoroughly develop placebo conditions which meet the requirements for application in randomized double-blind controlled trials. OBJECTIVE: The two-part experiment reported here aims at evaluating a new sham tDCS condition in healthy subjects and device operators. Sham or active tDCS is delivered after entering a number code to the device and allows blinding of the operator before and during tDCS. The sham mode has no short stimulation period. METHODS: The experimental sequence was as follows: 1) Evaluation of successful blinding by comparing placebo to active stimulation at prefrontal sites based on the rating of subjects undergoing tDCS, 2) Evaluation of successful blinding by comparing placebo to active stimulation at prefrontal sites based on the operator/observer ratings. RESULTS: Subjects were not able to distinguish between active and sham tDCS for prefrontal stimulation. Overall there was no relevant discomfort and tDCS was well tolerated. Operators/observers were able to identify sham stimulation based on skin reddening after active, but not after sham tDCS. CONCLUSIONS: The tDCS sham condition investigated here may be suitable for placebo-controlled trials keeping subjects blind to treatment conditions. However, operators can easily be aware of the condition applied and they should not get involved in rating outcome measures during the course of high standard placebo-controlled trials.
Subject(s)
Electric Stimulation Therapy/methods , Placebos , Randomized Controlled Trials as Topic/methods , Adult , Double-Blind Method , Electric Stimulation Therapy/adverse effects , Female , Humans , MaleABSTRACT
We report the release of PredictProtein for the Debian operating system and derivatives, such as Ubuntu, Bio-Linux, and Cloud BioLinux. The PredictProtein suite is available as a standard set of open source Debian packages. The release covers the most popular prediction methods from the Rost Lab, including methods for the prediction of secondary structure and solvent accessibility (profphd), nuclear localization signals (predictnls), and intrinsically disordered regions (norsnet). We also present two case studies that successfully utilize PredictProtein packages for high performance computing in the cloud: the first analyzes protein disorder for whole organisms, and the second analyzes the effect of all possible single sequence variants in protein coding regions of the human genome.
Subject(s)
Internet , Models, Chemical , Models, Genetic , Models, Molecular , Programming Languages , Proteins , Software , Amino Acid Sequence , Base Sequence , Computer Simulation , Data Mining/methods , Databases, Protein , Molecular Sequence Data , Proteins/chemistry , Proteins/genetics , Proteins/ultrastructure , Sequence Analysis, Protein/methods , Structure-Activity RelationshipABSTRACT
Transcranial direct current stimulation (tDCS) of the prefrontal cortex (PFC) has been reported to exert significant antidepressant effects in patients with major depression. Several recent studies found an improvement of depressive symptoms in drug-free patients. Here we report the case of a 66-year-old female patient suffering from recurrent major depressive episodes who underwent anodal tDCS of the left dorsolateral PFC over 4 weeks as an add-on treatment to a stable antidepressant medication. Only a modest improvement of depressive symptoms was observed after tDCS, i.e. reduction of the baseline scores in the Hamilton Depression Rating Scale from 23 to 19 and in the Beck Depression Inventory from 27 to 20. However, there was an increase from 52 to 90% in the Regensburg Verbal Fluency Test. In addition, EEG was used to assess the acute effects of tDCS. Low resolution brain electromagnetic tomography (LORETA) showed a left unilateral focal effect (25-40% reduced power) in the delta, theta and alpha frequency bands. The same effect appeared in the surface analysis of the EEG. The absolute, as well as the relative power decreased significantly in the delta, theta and alpha bands after a comparison of the spectral analysis. Though tDCS over 4 weeks did not exert clinically meaningful antidepressant effects in this case of therapy-resistant depression, the findings for cognitive measures and EEG suggest that beneficial effects may occur in depressed subjects and future studies need to further explore this approach also in therapy-resistant major depression.
Subject(s)
Depressive Disorder, Major/therapy , Electric Stimulation Therapy/methods , Prefrontal Cortex/physiopathology , Aged , Antidepressive Agents/therapeutic use , Combined Modality Therapy , Depressive Disorder, Major/diagnosis , Depressive Disorder, Major/physiopathology , Depressive Disorder, Major/psychology , Dominance, Cerebral/physiology , Drug Resistance , Drug Therapy, Combination , Female , Humans , Personality Inventory/statistics & numerical data , Psychometrics , RecurrenceABSTRACT
The aim of our pilot study was to explore the feasibility of visualizing the endopelvic fascia by transrectal three-dimensional (3D) ultrasound. Transrectal 3D ultrasound was performed in 12 nulliparous women and 11 women with a history of vaginal delivery. A 6-10 MHz volume probe was used to examine the suburethral anterior vaginal wall. In all women, an echogenic layer was identified at an average of 3-5 mm from the vaginal surface. This echogenic layer was found to be contiguous to the lateral pelvic sidewall and uninterrupted in 10 of 12 nulliparous women, whereas gaps in this layer were identified in all 11 parous women. We hypothesize that this echogenic layer may represent the suburethral component of the endopelvic fascia. Depending on the number and localization of the interruptions in this echogenic layer, the mechanical support of the pelvic floor seems to be weakened corresponding to a higher incidence of descensus of the anterior vaginal wall, which frequently was associated with urinary incontinence.