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1.
Immunity ; 54(11): 2611-2631.e8, 2021 11 09.
Article in English | MEDLINE | ID: mdl-34758338

ABSTRACT

Early prenatal inflammatory conditions are thought to be a risk factor for different neurodevelopmental disorders. Maternal interleukin-6 (IL-6) elevation during pregnancy causes abnormal behavior in offspring, but whether these defects result from altered synaptic developmental trajectories remains unclear. Here we showed that transient IL-6 elevation via injection into pregnant mice or developing embryos enhanced glutamatergic synapses and led to overall brain hyperconnectivity in offspring into adulthood. IL-6 activated synaptogenesis gene programs in glutamatergic neurons and required the transcription factor STAT3 and expression of the RGS4 gene. The STAT3-RGS4 pathway was also activated in neonatal brains during poly(I:C)-induced maternal immune activation, which mimics viral infection during pregnancy. These findings indicate that IL-6 elevation at early developmental stages is sufficient to exert a long-lasting effect on glutamatergic synaptogenesis and brain connectivity, providing a mechanistic framework for the association between prenatal inflammatory events and brain neurodevelopmental disorders.


Subject(s)
Hippocampus/metabolism , Interleukin-6/biosynthesis , Maternal Exposure , Neurons/metabolism , Prenatal Exposure Delayed Effects , Synapses/metabolism , Animals , Cytokines/biosynthesis , Disease Models, Animal , Disease Susceptibility , Female , Hippocampus/physiopathology , Inflammation Mediators/metabolism , Mice , Pregnancy , Signal Transduction , Synaptic Transmission
2.
Int J Mol Sci ; 22(17)2021 Aug 28.
Article in English | MEDLINE | ID: mdl-34502260

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.


Subject(s)
Biomarkers, Tumor/genetics , DNA Methylation , Gene Expression Regulation, Leukemic , Leukemia, Lymphocytic, Chronic, B-Cell/pathology , Mutation , Phosphoproteins/genetics , RNA Splicing Factors/genetics , Epigenesis, Genetic , Humans , Leukemia, Lymphocytic, Chronic, B-Cell/genetics , Prognosis
3.
Nucleic Acids Res ; 45(1): 382-394, 2017 Jan 09.
Article in English | MEDLINE | ID: mdl-27536004

ABSTRACT

The cellular response to heat stress is an ancient and evolutionarily highly conserved defence mechanism characterised by the transcriptional up-regulation of cyto-protective genes and a partial inhibition of splicing. These features closely resemble the proteotoxic stress response during tumor development. The bromodomain protein BRD4 has been identified as an integral member of the oxidative stress as well as of the inflammatory response, mainly due to its role in the transcriptional regulation process. In addition, there are also several lines of evidence implicating BRD4 in the splicing process. Using RNA-sequencing we found a significant increase in splicing inhibition, in particular intron retentions (IR), following heat treatment in BRD4-depleted cells. This leads to a decrease of mRNA abundancy of the affected transcripts, most likely due to premature termination codons. Subsequent experiments revealed that BRD4 interacts with the heat shock factor 1 (HSF1) such that under heat stress BRD4 is recruited to nuclear stress bodies and non-coding SatIII RNA transcripts are up-regulated. These findings implicate BRD4 as an important regulator of splicing during heat stress. Our data which links BRD4 to the stress induced splicing process may provide novel mechanisms of BRD4 inhibitors in regard to anti-cancer therapies.


Subject(s)
DNA-Binding Proteins/genetics , Heat-Shock Response/genetics , Nuclear Proteins/genetics , RNA Splicing , RNA, Messenger/genetics , RNA, Untranslated/genetics , Transcription Factors/genetics , DNA-Binding Proteins/metabolism , Exons , HeLa Cells , Heat Shock Transcription Factors , Histone Acetyltransferases , Histone Chaperones , Hot Temperature , Humans , Introns , Nuclear Proteins/metabolism , Protein Domains , RNA, Messenger/metabolism , RNA, Untranslated/metabolism , Sequence Analysis, RNA , Transcription Factors/metabolism
4.
J Pathol ; 243(2): 242-254, 2017 10.
Article in English | MEDLINE | ID: mdl-28727142

ABSTRACT

Colorectal cancer (CRC) arising in Lynch syndrome (LS) comprises tumours with constitutional mutations in DNA mismatch repair genes. There is still a lack of whole-genome and transcriptome studies of LS-CRC to address questions about similarities and differences in mutation and gene expression characteristics between LS-CRC and sporadic CRC, about the molecular heterogeneity of LS-CRC, and about specific mechanisms of LS-CRC genesis linked to dysfunctional mismatch repair in LS colonic mucosa and the possible role of immune editing. Here, we provide a first molecular characterization of LS tumours and of matched tumour-distant reference colonic mucosa based on whole-genome DNA-sequencing and RNA-sequencing analyses. Our data support two subgroups of LS-CRCs, G1 and G2, whereby G1 tumours show a higher number of somatic mutations, a higher amount of microsatellite slippage, and a different mutation spectrum. The gene expression phenotypes support this difference. Reference mucosa of G1 shows a strong immune response associated with the expression of HLA and immune checkpoint genes and the invasion of CD4+ T cells. Such an immune response is not observed in LS tumours, G2 reference and normal (non-Lynch) mucosa, and sporadic CRC. We hypothesize that G1 tumours are edited for escape from a highly immunogenic microenvironment via loss of HLA presentation and T-cell exhaustion. In contrast, G2 tumours seem to develop in a less immunogenic microenvironment where tumour-promoting inflammation parallels tumourigenesis. Larger studies on non-neoplastic mucosa tissue of mutation carriers are required to better understand the early phases of emerging tumours. Copyright © 2017 Pathological Society of Great Britain and Ireland. Published by John Wiley & Sons, Ltd.


Subject(s)
Colorectal Neoplasms/genetics , Mutation/genetics , Antigens, Neoplasm/genetics , Colorectal Neoplasms/immunology , Colorectal Neoplasms, Hereditary Nonpolyposis/genetics , Colorectal Neoplasms, Hereditary Nonpolyposis/immunology , Gene Expression/genetics , Genes, Neoplasm/genetics , Genome, Human/genetics , Humans , Immunity, Cellular , Phenotype , Recurrence , Transcriptome/genetics , Tumor Escape/genetics , Tumor Escape/immunology
5.
Nucleic Acids Res ; 42(12): 7833-50, 2014 Jul.
Article in English | MEDLINE | ID: mdl-24914048

ABSTRACT

The Fe(II) and 2-oxoglutarate dependent oxygenase Jmjd6 has been shown to hydroxylate lysine residues in the essential splice factor U2 auxiliary factor 65 kDa subunit (U2AF65) and to act as a modulator of alternative splicing. We describe further evidence for the role of Jmjd6 in the regulation of pre-mRNA processing including interactions of Jmjd6 with multiple arginine-serine-rich (RS)-domains of SR- and SR-related proteins including U2AF65, Luc7-like protein 3 (Luc7L3), SRSF11 and Acinus S', but not with the bona fide RS-domain of SRSF1. The identified Jmjd6 target proteins are involved in different mRNA processing steps and play roles in exon dependent alternative splicing and exon definition. Moreover, we show that Jmjd6 modifies splicing of a constitutive splice reporter, binds RNA derived from the reporter plasmid and punctually co-localises with nascent RNA. We propose that Jmjd6 exerts its splice modulatory function by interacting with specific SR-related proteins during splicing in a RNA dependent manner.


Subject(s)
Jumonji Domain-Containing Histone Demethylases/metabolism , Nuclear Proteins/metabolism , RNA-Binding Proteins/metabolism , Alternative Splicing , HEK293 Cells , HeLa Cells , Humans , Jumonji Domain-Containing Histone Demethylases/chemistry , Jumonji Domain-Containing Histone Demethylases/isolation & purification , Nuclear Proteins/chemistry , Protein Interaction Domains and Motifs , RNA/analysis , RNA, Messenger/metabolism , RNA-Binding Proteins/chemistry , Ribonucleoproteins/chemistry , Ribonucleoproteins/metabolism , Serine-Arginine Splicing Factors , Splicing Factor U2AF
6.
PLoS Genet ; 9(2): e1003250, 2013.
Article in English | MEDLINE | ID: mdl-23408899

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.


Subject(s)
Adenoma/genetics , Colonic Neoplasms/genetics , DNA Methylation/genetics , Intestinal Neoplasms/genetics , Polycomb-Group Proteins/genetics , Adenoma/pathology , Animals , Base Sequence , CpG Islands/genetics , Epigenomics , Genome , Humans , Intestinal Neoplasms/pathology , Mice , Synteny
7.
Bioinformatics ; 30(2): 284-6, 2014 Jan 15.
Article in English | MEDLINE | ID: mdl-24227674

ABSTRACT

MOTIVATION: DNA enrichment followed by sequencing is a versatile tool in molecular biology, with a wide variety of applications including genome-wide analysis of epigenetic marks and mechanisms. A common requirement of these diverse applications is a comparison of read coverage between experimental conditions. The amount of samples generated for such comparisons ranges from few replicates to hundreds of samples per condition for epigenome-wide association studies. Consequently, there is an urgent need for software that allows for fast and simple processing and comparison of sequencing data derived from enriched DNA. RESULTS: Here, we present a major update of the R/Bioconductor package MEDIPS, which allows for an arbitrary number of replicates per group and integrates sophisticated statistical methods for the detection of differential coverage between experimental conditions. Our approach can be applied to a diversity of quantitative sequencing data. In addition, our update adds novel functionality to MEDIPS, including correlation analysis between samples, and takes advantage of Bioconductor's annotation databases to facilitate annotation of specific genomic regions. AVAILABILITY AND IMPLEMENTATION: The latest version of MEDIPS is available as version 1.12.0 and part of Bioconductor 2.13. The package comes with a manual containing detailed description of its functionality and is available at http://www.bioconductor.org.


Subject(s)
DNA Methylation , Genome-Wide Association Study , Genomics/methods , Sequence Analysis, DNA/methods , Software , Adenoma/genetics , Animals , Chromatin Immunoprecipitation , CpG Islands , DNA-Binding Proteins/metabolism , Databases, Factual , Epigenomics , Intestinal Neoplasms/genetics , Mice , Quality Control
8.
Genome Res ; 20(10): 1441-50, 2010 Oct.
Article in English | MEDLINE | ID: mdl-20802089

ABSTRACT

The generation of genome-wide data derived from methylated DNA immunoprecipitation followed by sequencing (MeDIP-seq) has become a major tool for epigenetic studies in health and disease. The computational analysis of such data, however, still falls short on accuracy, sensitivity, and speed. We propose a time-efficient statistical method that is able to cope with the inherent complexity of MeDIP-seq data with similar performance compared with existing methods. In order to demonstrate the computational approach, we have analyzed alterations in DNA methylation during the differentiation of human embryonic stem cells (hESCs) to definitive endoderm. We show improved correlation of normalized MeDIP-seq data in comparison to available whole-genome bisulfite sequencing data, and investigated the effect of differential methylation on gene expression. Furthermore, we analyzed the interplay between DNA methylation, histone modifications, and transcription factor binding and show that in contrast to de novo methylation, demethylation is mainly associated with regions of low CpG densities.


Subject(s)
Cell Differentiation , Computational Biology/methods , DNA Methylation , Embryonic Stem Cells/cytology , Endoderm/metabolism , Software , Embryonic Stem Cells/metabolism , Epigenomics , Gene Expression , Gene Expression Profiling , Genome, Human , Humans , Immunoprecipitation , Sequence Analysis, DNA
9.
BMC Genomics ; 13: 476, 2012 Sep 13.
Article in English | MEDLINE | ID: mdl-22974136

ABSTRACT

BACKGROUND: miRNAs are short single-stranded non-coding RNAs involved in post-transcriptional gene regulation that play a major role in normal biological functions and diseases. Little is currently known about how expression of miRNAs is regulated. We surveyed variation in miRNA abundance in the hippocampus of mouse inbred strains, allowing us to take a genetic approach to the study of miRNA regulation, which is novel for miRNAs. The BXD recombinant inbred panel is a very well characterized genetic reference panel which allows quantitative trait locus (QTL) analysis of miRNA abundance and detection of correlates in a large store of brain and behavioural phenotypes. RESULTS: We found five suggestive trans QTLs for the regulation of miRNAs investigated. Further analysis of these QTLs revealed two genes, Tnik and Phf17, under the miR-212 regulatory QTLs, whose expression levels were significantly correlated with miR-212 expression. We found that miR-212 expression is correlated with cocaine-related behaviour, consistent with a reported role for this miRNA in the control of cocaine consumption. miR-31 is correlated with anxiety and alcohol related behaviours. KEGG pathway analysis of each miRNA's expression correlates revealed enrichment of pathways including MAP kinase, cancer, long-term potentiation, axonal guidance and WNT signalling. CONCLUSIONS: The BXD reference panel allowed us to establish genetic regulation and characterize biological function of specific miRNAs. QTL analysis enabled detection of genetic loci that regulate the expression of these miRNAs. eQTLs that regulate miRNA abundance are a new mechanism by which genetic variation influences brain and behaviour. Analysis of one of these QTLs revealed a gene, Tnik, which may regulate the expression of a miRNA, a molecular pathway and a behavioural phenotype. Evidence of genetic covariation of miR-212 abundance and cocaine related behaviours is strongly supported by previous functional studies, demonstrating the value of this approach for discovery of new functional roles and downstream processes regulated by miRNA.


Subject(s)
Genetic Variation , Hippocampus/metabolism , Mice, Inbred C57BL/genetics , Mice, Inbred DBA/genetics , MicroRNAs/genetics , Quantitative Trait Loci , Animals , Behavior, Animal , Gene Expression Regulation , Male , Mice , MicroRNAs/metabolism , Phenotype , Protein Serine-Threonine Kinases/genetics , RNA, Messenger/genetics , RNA, Messenger/metabolism
10.
Int J Cancer ; 131(10): 2242-52, 2012 Nov 15.
Article in English | MEDLINE | ID: mdl-22344573

ABSTRACT

Cellular hierarchies and signals that govern stemness and differentiation of intestinal adenoma cells are not well defined. In this study, we used organotypic culture to investigate the impact of ß-catenin and BMP signals in cells that form intestinal adenoma in the mouse. We found that activation of ß-catenin signaling by loss of APC or transgenic induction of oncogenic mutant ß-catenin (Ctnnb1(mut) ) initiates the conversion of untransformed intestinal cells to tumor cells. These tumor cells display cancer stem cell (CSC) traits such as increased expression of the CSC markers Cd133 and Cd44, a high capacity for self-renewal and unlimited proliferative potential. Subsequent inactivation of transgenic Ctnnb1(mut) results in the reversion of tumor cells to normal intestinal stem cells, which immediately reinstall the cellular hierarchy of the normal intestinal epithelium. Our data demonstrate that oncogenic activation of ß-catenin signaling initiates the early steps of intestinal cellular transformation in the absence of irreversible genetic or epigenetic changes. Interestingly, we found that tumor cells in culture and in adenoma produce BMP4, which counteracts CSC-like traits by initiating irreversible cellular differentiation and loss of self-renewal capacity. We conclude that the opposition of stemness-maintaining oncogenic ß-catenin signals and autocrine differentiating BMP signals within the adenoma cell provides a rationale for the formation of cellular hierarchies in intestinal adenoma and may serve to limit adenoma growth.


Subject(s)
Adenoma/metabolism , Bone Morphogenetic Proteins/metabolism , Intestinal Mucosa/metabolism , Intestines/pathology , Signal Transduction , Wnt Proteins/metabolism , Adenoma/genetics , Animals , Bone Morphogenetic Proteins/genetics , Cell Differentiation/genetics , Gene Expression Regulation, Neoplastic , Mice , Mice, Transgenic , Mutation , Neoplastic Stem Cells/cytology , Neoplastic Stem Cells/metabolism , Spheroids, Cellular , Tumor Cells, Cultured , beta Catenin/genetics , beta Catenin/metabolism
11.
STAR Protoc ; 3(4): 101761, 2022 12 16.
Article in English | MEDLINE | ID: mdl-36240060

ABSTRACT

Functional magnetic resonance imaging (fMRI) in mouse brain, paired with spatially and temporally defined manipulations, offers a powerful tool to causally explain the effect of specific neuronal activity on brain network dynamics. Here, we present an optimized protocol to measure cell-type-specific contributions to changes in whole-brain dynamics in mice using optogenetics (opto)-fMRI. This protocol details the injection of ChR2-expressing AAV, the implantation of optical fiber, the steps to perform opto-BOLD (blood-oxygenation-level-dependent) fMRI recording, and data analysis. For complete details on the use and execution of this protocol, please refer to Grimm et al. (2021).


Subject(s)
Magnetic Resonance Imaging , Optogenetics , Mice , Animals , Magnetic Resonance Imaging/methods , Optogenetics/methods , Brain/physiology , Brain Mapping/methods , Neurons/physiology
12.
Biomark Insights ; 17: 11772719211067972, 2022.
Article in English | MEDLINE | ID: mdl-35095271

ABSTRACT

BACKGROUND: Methylation at 5 CpG sites was previously shown to classify chronic lymphocytic leukemia (CLL) into 3 prognostic subgroups. Here, we aimed to validate the marker set in an additional cohort and to evaluate its clinical utility for CLL patient stratification. METHODS: We evaluated this epigenetic marker set in 79 German patients using bisulfite treatment followed by pyrosequencing and classification using a support vector machine-learning tool. RESULTS: The n-CLL, i-CLL, and m-CLL classification was detected in 28 (35%), 10 (13%), and 41 (51%) patients, respectively. Epigenetic grouping was associated with IGHV mutational status (P = 2 × 10-12), isolated del13q (P = 9 × 10-6), del17p (P = .015), complex karyotype (P = .005), VH-usage, and clinical outcome as time to first treatment (P = 1.4 × 10-12) and overall survival (P = .003). Multivariate Cox regression analysis identified n-CLL as a factor for earlier treatment hazard ratio (HR), 6.3 (95% confidence interval [CI] 2.4-16.4; P = .0002) compared to IGHV mutational status (HR 4.6, 95% CI 1.9-11.3, P = .0008). In addition, when comparing the prognostic value of the epigenetic classification system with the IGHV classification, epigenetic grouping performed better compared to IGHV mutational status using Kaplan-Meier estimation and allowed the identification of a third, intermediate (i-CLL) group. Thus, our study confirmed the prognostic value of the epigenetic marker set for patient stratification in routine clinical diagnostics.

13.
Neuroscientist ; 27(2): 159-183, 2021 04.
Article in English | MEDLINE | ID: mdl-32507096

ABSTRACT

Human behavior is strongly influenced by our motivation to establish social relationships and maintain them throughout life. Despite the importance of social behavior across species, it is still unclear how neural mechanisms drive social actions. Rodent models have been used for decades to unravel the neural pathways and substrates of social interactions. With the advent of novel approaches to selectively modulate brain circuits in animal models, unprecedented testing of brain regions and neuromodulators that encode social information can be achieved. However, it is unclear which classes of social behavior and related neural circuits can be generalized across species and which are unique to humans. There is a growing need to define a unified blueprint of social brain systems. Here, we review human and rodent literature on the brain's social actuators, specifically focusing on social motivation. We discuss the potential of implementing multimodal neuroimaging to guide us toward a consensus of brain areas and circuits for social behavior regulation. Understanding the circuital similarity and diversity is the critical step to improve the translation of research findings from rodents to humans.


Subject(s)
Brain/physiology , Motivation/physiology , Nerve Net/physiology , Reward , Social Behavior , Animals , Brain/diagnostic imaging , Humans , Nerve Net/diagnostic imaging , Neuroimaging/methods
14.
Transl Psychiatry ; 11(1): 457, 2021 09 04.
Article in English | MEDLINE | ID: mdl-34482367

ABSTRACT

In the past decade, the idea that single populations of neurons support cognition and behavior has gradually given way to the realization that connectivity matters and that complex behavior results from interactions between remote yet anatomically connected areas that form specialized networks. In parallel, innovation in brain imaging techniques has led to the availability of a broad set of imaging tools to characterize the functional organization of complex networks. However, each of these tools poses significant technical challenges and faces limitations, which require careful consideration of their underlying anatomical, physiological, and physical specificity. In this review, we focus on emerging methods for measuring spontaneous or evoked activity in the brain. We discuss methods that can measure large-scale brain activity (directly or indirectly) with a relatively high temporal resolution, from milliseconds to seconds. We further focus on methods designed for studying the mammalian brain in preclinical models, specifically in mice and rats. This field has seen a great deal of innovation in recent years, facilitated by concomitant innovation in gene-editing techniques and the possibility of more invasive recordings. This review aims to give an overview of currently available preclinical imaging methods and an outlook on future developments. This information is suitable for educational purposes and for assisting scientists in choosing the appropriate method for their own research question.


Subject(s)
Brain , Rodentia , Animals , Brain/diagnostic imaging , Cognition , Mice , Neuroimaging , Rats
15.
Cell Rep ; 37(13): 110161, 2021 12 28.
Article in English | MEDLINE | ID: mdl-34965430

ABSTRACT

The basal ganglia (BG) are a group of subcortical nuclei responsible for motor and executive function. Central to BG function are striatal cells expressing D1 (D1R) and D2 (D2R) dopamine receptors. D1R and D2R cells are considered functional antagonists that facilitate voluntary movements and inhibit competing motor patterns, respectively. However, whether they maintain a uniform function across the striatum and what influence they exert outside the BG is unclear. Here, we address these questions by combining optogenetic activation of D1R and D2R cells in the mouse ventrolateral caudoputamen with fMRI. Striatal D1R/D2R stimulation evokes distinct activity within the BG-thalamocortical network and differentially engages cerebellar and prefrontal regions. Computational modeling of effective connectivity confirms that changes in D1R/D2R output drive functional relationships between these regions. Our results suggest a complex functional organization of striatal D1R/D2R cells and hint toward an interconnected fronto-BG-cerebellar network modulated by striatal D1R and D2R cells.


Subject(s)
Basal Ganglia/metabolism , Corpus Striatum/metabolism , Neostriatum/metabolism , Neurons/metabolism , Optogenetics , Receptors, Dopamine D1/metabolism , Receptors, Dopamine D2/metabolism , Animals , Female , Male , Mice
16.
Cancer Res ; 81(1): 38-49, 2021 01 01.
Article in English | MEDLINE | ID: mdl-33154092

ABSTRACT

Genetic predisposition affects the penetrance of tumor-initiating mutations, such as APC mutations that stabilize ß-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 Apc Min/+ mice on highly variant C57BL/6J (B6) and PWD/Ph (PWD) genetic backgrounds. (B6 × PWD) F1 APC Min 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 ß-catenin-driven and stem cell-specific gene expression in the presence of Apc Min 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.


Subject(s)
Cell Transformation, Neoplastic/pathology , Colorectal Neoplasms/prevention & control , Genes, APC , Intestines/pathology , Mutation , Wnt Proteins/metabolism , beta Catenin/metabolism , Animals , Cell Transformation, Neoplastic/genetics , Cell Transformation, Neoplastic/metabolism , Colorectal Neoplasms/genetics , Colorectal Neoplasms/pathology , Genetic Predisposition to Disease , Male , Mice , Mice, Inbred C57BL , Wnt Proteins/genetics , beta Catenin/genetics
17.
PLoS One ; 16(11): e0259185, 2021.
Article in English | MEDLINE | ID: mdl-34843512

ABSTRACT

The spectrum of somatic genetic variation in colorectal adenomas caused by biallelic pathogenic germline variants in the MSH3 gene, was comprehensively analysed to characterise mutational signatures and identify potential driver genes and pathways of MSH3-related tumourigenesis. Three patients from two families with MSH3-associated polyposis were included. Whole exome sequencing of nine adenomas and matched normal tissue was performed. The amount of somatic variants in the MSH3-deficient adenomas and the pattern of single nucleotide variants (SNVs) was similar to sporadic adenomas, whereas the fraction of small insertions/deletions (indels) (21-42% of all small variants) was significantly higher. Interestingly, pathogenic somatic APC variants were found in all but one adenoma. The vast majority (12/13) of these were di-, tetra-, or penta-base pair (bp) deletions. The fraction of APC indels was significantly higher than that reported in patients with familial adenomatous polyposis (FAP) (p < 0.01) or in sporadic adenomas (p < 0.0001). In MSH3-deficient adenomas, the occurrence of APC indels in a repetitive sequence context was significantly higher than in FAP patients (p < 0.01). In addition, the MSH3-deficient adenomas harboured one to five (recurrent) somatic variants in 13 established or candidate driver genes for early colorectal carcinogenesis, including ACVR2A and ARID genes. Our data suggest that MSH3-related colorectal carcinogenesis seems to follow the classical APC-driven pathway. In line with the specific function of MSH3 in the mismatch repair (MMR) system, we identified a characteristic APC mutational pattern in MSH3-deficient adenomas, and confirmed further driver genes for colorectal tumourigenesis.


Subject(s)
Adenomatous Polyposis Coli/pathology , Colorectal Neoplasms/pathology , MutS Homolog 3 Protein/genetics , Activin Receptors, Type II/genetics , Adenomatous Polyposis Coli/genetics , Adenomatous Polyposis Coli Protein/genetics , Colorectal Neoplasms/genetics , Humans , INDEL Mutation , Polymorphism, Single Nucleotide
18.
Cell Death Dis ; 12(6): 530, 2021 05 24.
Article in English | MEDLINE | ID: mdl-34031359

ABSTRACT

Non-coding RNA from pericentromeric satellite repeats are involved in stress-dependent splicing processes, maintenance of heterochromatin, and are required to protect genome stability. Here we show that the long non-coding satellite III RNA (SatIII) generates resistance against the topoisomerase IIa (TOP2A) inhibitor etoposide in lung cancer. Because heat shock conditions (HS) protect cells against the toxicity of etoposide, and SatIII is significantly induced under HS, we hypothesized that the protective effect could be traced back to SatIII. Using genome methylation profiles of patient-derived xenograft mouse models we show that the epigenetic modification of the SatIII DNA locus and the resulting SatIII expression predict chemotherapy resistance. In response to stress, SatIII recruits TOP2A to nuclear stress bodies, which protects TOP2A from a complex formation with etoposide and results in decreased DNA damage after treatment. We show that BRD4 inhibitors reduce the expression of SatIII, restoring etoposide sensitivity.


Subject(s)
Drug Resistance, Neoplasm/genetics , Etoposide/therapeutic use , RNA, Long Noncoding/physiology , Animals , Antineoplastic Agents/pharmacology , Cell Cycle Proteins/antagonists & inhibitors , Centromere/genetics , Centromere/metabolism , DNA Methylation/physiology , DNA Topoisomerases, Type II/drug effects , DNA Topoisomerases, Type II/genetics , DNA Topoisomerases, Type II/metabolism , Drug Resistance, Neoplasm/drug effects , Gene Expression Regulation, Neoplastic/drug effects , HEK293 Cells , HeLa Cells , Humans , Male , Mice, Inbred NOD , Mice, SCID , Poly-ADP-Ribose Binding Proteins/drug effects , Poly-ADP-Ribose Binding Proteins/genetics , Poly-ADP-Ribose Binding Proteins/metabolism , RNA, Long Noncoding/genetics , Transcription Factors/antagonists & inhibitors , Tumor Cells, Cultured , Xenograft Model Antitumor Assays
19.
Sensors (Basel) ; 10(11): 9847-56, 2010.
Article in English | MEDLINE | ID: mdl-22163443

ABSTRACT

This paper introduces a new methodology for the fabrication of strain-sensor elements for MEMS and NEMS applications based on the tunneling effect in nano-granular metals. The strain-sensor elements are prepared by the maskless lithography technique of focused electron-beam-induced deposition (FEBID) employing the precursor trimethylmethylcyclopentadienyl platinum [MeCpPt(Me)(3)]. We use a cantilever-based deflection technique to determine the sensitivity (gauge factor) of the sensor element. We find that its sensitivity depends on the electrical conductivity and can be continuously tuned, either by the thickness of the deposit or by electron-beam irradiation leading to a distinct maximum in the sensitivity. This maximum finds a theoretical rationale in recent advances in the understanding of electronic charge transport in nano-granular metals.


Subject(s)
Metal Nanoparticles/chemistry , Nanotechnology/methods , Micro-Electrical-Mechanical Systems/methods
20.
Neuropsychopharmacology ; 45(11): 1942-1952, 2020 10.
Article in English | MEDLINE | ID: mdl-32711402

ABSTRACT

To study brain function, preclinical research heavily relies on animal monitoring and the subsequent analyses of behavior. Commercial platforms have enabled semi high-throughput behavioral analyses by automating animal tracking, yet they poorly recognize ethologically relevant behaviors and lack the flexibility to be employed in variable testing environments. Critical advances based on deep-learning and machine vision over the last couple of years now enable markerless tracking of individual body parts of freely moving rodents with high precision. Here, we compare the performance of commercially available platforms (EthoVision XT14, Noldus; TSE Multi-Conditioning System, TSE Systems) to cross-verified human annotation. We provide a set of videos-carefully annotated by several human raters-of three widely used behavioral tests (open field test, elevated plus maze, forced swim test). Using these data, we then deployed the pose estimation software DeepLabCut to extract skeletal mouse representations. Using simple post-analyses, we were able to track animals based on their skeletal representation in a range of classic behavioral tests at similar or greater accuracy than commercial behavioral tracking systems. We then developed supervised machine learning classifiers that integrate the skeletal representation with the manual annotations. This new combined approach allows us to score ethologically relevant behaviors with similar accuracy to humans, the current gold standard, while outperforming commercial solutions. Finally, we show that the resulting machine learning approach eliminates variation both within and between human annotators. In summary, our approach helps to improve the quality and accuracy of behavioral data, while outperforming commercial systems at a fraction of the cost.


Subject(s)
Deep Learning , Animals , Behavior Rating Scale , Humans , Machine Learning , Mice , Rodentia
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