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1.
Metabolomics ; 14(9): 116, 2018 08 30.
Article in English | MEDLINE | ID: mdl-30830387

ABSTRACT

INTRODUCTION: Allograft rejection is still an important complication after kidney transplantation. Currently, monitoring of these patients mostly relies on the measurement of serum creatinine and clinical evaluation. The gold standard for diagnosing allograft rejection, i.e. performing a renal biopsy is invasive and expensive. So far no adequate biomarkers are available for routine use. OBJECTIVES: We aimed to develop a urine metabolite constellation that is characteristic for acute renal allograft rejection. METHODS: NMR-Spectroscopy was applied to a training cohort of transplant recipients with and without acute rejection. RESULTS: We obtained a metabolite constellation of four metabolites that shows promising performance to detect renal allograft rejection in the cohorts used (AUC of 0.72 and 0.74, respectively). CONCLUSION: A metabolite constellation was defined with the potential for further development of an in-vitro diagnostic test that can support physicians in their clinical assessment of a kidney transplant patient.


Subject(s)
Allografts , Graft Rejection/metabolism , Graft Rejection/urine , Kidney/metabolism , Cohort Studies , Humans , Kidney/diagnostic imaging
2.
Liver Int ; 38(7): 1280-1291, 2018 07.
Article in English | MEDLINE | ID: mdl-29314711

ABSTRACT

BACKGROUND & AIMS: MicroRNAs are important genetic regulators of physiological and pathophysiological processes including cancer initiation and progression of hepatoblastoma, the most common liver tumour in childhood. We aimed to identify malignant and metastasis promoting effects of miR-492, a miRNA, previously reported to be overexpressed in metastatic hepatoblastoma. Furthermore, we intended to evaluate its diagnostic and prognostic potential. METHODS: Stable and transient overexpression of miR-492 in two liver tumour cell lines HepT1 and HUH7 was used to analyse features of metastatic tumour progression such as proliferation, anchorage-independent growth, migration and invasion. Via a mass spectrometry based proteomic screen, we investigated miRNA-492-dependent effects on proteome level and explored the underlying biology. One of the predicted target genes, CD44, was experimentally validated via luciferase assays. Diagnostic and prognostic properties of miR-492 were studied in hepatoblastoma tumour samples. RESULTS: We show that miR-492 significantly enhances cell proliferation, anchorage-independent growth, migration and invasion of hepatoblastoma cells. We also identified and validated CD44, a transmembrane adhesion receptor for hyaluronan, as direct and functional target of miR-492. This miRNA has a strong direct impact on two CD44 isoforms (standard and v10). High miR-492 expression correlates with high-risk or aggressive tumours and further bears potential for predicting reduced event-free survival. CONCLUSIONS: We identified miR-492 and its target CD44 as regulators of a number of biological features important for malignancy and metastasis. Furthermore, we demonstrated the diagnostic and prognostic potential of miR-492, a promising novel therapeutic target and biomarker for hepatoblastoma.


Subject(s)
Hepatoblastoma/metabolism , Hyaluronan Receptors/metabolism , Liver Neoplasms/metabolism , MicroRNAs/metabolism , Biomarkers, Tumor , Cell Line, Tumor , Cell Proliferation , Gene Expression Regulation, Neoplastic , Humans , Neoplasm Metastasis , Prognosis , Proteomics
3.
Clin Chem ; 63(12): 1886-1896, 2017 Dec.
Article in English | MEDLINE | ID: mdl-29021325

ABSTRACT

BACKGROUND: The inverse relationship between HDL cholesterol and cardiovascular mortality is weakened in coronary artery disease (CAD). We aimed to investigate the associations of HDL particle concentrations with cardiovascular mortality and the impact of CAD on these associations. We also sought to comparatively evaluate HDL cholesterol and HDL particle concentrations in predicting cardiovascular mortality. METHODS: Total and subclass HDL particle concentrations were measured by nuclear magnetic resonance spectroscopy in 2290 participants of the LUdwigshafen RIsk and Cardiovascular Health study referred for coronary angiography. The participants were prospectively followed over a median (interquartile range) duration of 10.0 (6.1-10.6) years. RESULTS: The mean (SD) age of the participants (1575 males, 715 females) was 62.9 (10.4) years; body mass index, 27.6 (4.1) kg/m2; HDL cholesterol, 39 (11) mg/dL [1 (0.29) mmol/L]; and total HDL particle concentration, 24.1 (5.8) µmol/L. Of the participants, 434 died from cardiovascular diseases. In multivariate analyses, tertiles of total HDL particle concentrations were inversely related to cardiovascular mortality (hazard ratio for third vs first tertile = 0.55, P < 0.001). This association was primarily mediated by small HDL particles (P < 0.001). Adding total or small HDL particle concentrations rather than HDL cholesterol to multivariate prediction models improved performance metrics for cardiovascular mortality. The presence of CAD had no impact on the associations between HDL particle concentrations and cardiovascular mortality. CONCLUSIONS: High HDL particle concentration is consistently and independently of CAD associated with decreased cardiovascular mortality. Whether the inverse relationship between HDL particle concentration and cardiovascular mortality may be translated into novel therapies is under investigation.


Subject(s)
Coronary Artery Disease/blood , Lipoproteins, HDL/blood , Aged , Cholesterol, HDL/blood , Coronary Artery Disease/diagnosis , Coronary Artery Disease/mortality , Female , Follow-Up Studies , Humans , Male , Middle Aged , Multivariate Analysis , Particle Size , Prognosis , Proportional Hazards Models , Risk Factors
4.
Hum Mol Genet ; 23(2): 534-45, 2014 Jan 15.
Article in English | MEDLINE | ID: mdl-24014485

ABSTRACT

Previously, we reported strong influences of genetic variants on metabolic phenotypes, some of them with clinical relevance. Here, we hypothesize that DNA methylation may have an important and potentially independent effect on human metabolism. To test this hypothesis, we conducted what is to the best of our knowledge the first epigenome-wide association study (EWAS) between DNA methylation and metabolic traits (metabotypes) in human blood. We assess 649 blood metabolic traits from 1814 participants of the Kooperative Gesundheitsforschung in der Region Augsburg (KORA) population study for association with methylation of 457 004 CpG sites, determined on the Infinium HumanMethylation450 BeadChip platform. Using the EWAS approach, we identified two types of methylome-metabotype associations. One type is driven by an underlying genetic effect; the other type is independent of genetic variation and potentially driven by common environmental and life-style-dependent factors. We report eight CpG loci at genome-wide significance that have a genetic variant as confounder (P = 3.9 × 10(-20) to 2.0 × 10(-108), r(2) = 0.036 to 0.221). Seven loci display CpG site-specific associations to metabotypes, but do not exhibit any underlying genetic signals (P = 9.2 × 10(-14) to 2.7 × 10(-27), r(2) = 0.008 to 0.107). We further identify several groups of CpG loci that associate with a same metabotype, such as 4-vinylphenol sulfate and 4-androsten-3-beta,17-beta-diol disulfate. In these cases, the association between CpG-methylation and metabotype is likely the result of a common external environmental factor, including smoking. Our study shows that analysis of EWAS with large numbers of metabolic traits in large population cohorts are, in principle, feasible. Taken together, our data suggest that DNA methylation plays an important role in regulating human metabolism.


Subject(s)
Blood/metabolism , DNA Methylation , Epigenesis, Genetic , Genome-Wide Association Study , Metabolome , Adult , Aged , CpG Islands , Female , Gene Expression Regulation , Gene-Environment Interaction , Genetic Variation , Genome, Human , Humans , Male , Metabolomics , Middle Aged , Quantitative Trait Loci , Smoking/genetics
5.
BMC Genomics ; 15: 941, 2014 Oct 27.
Article in English | MEDLINE | ID: mdl-25348288

ABSTRACT

BACKGROUND: Previously we have examined the effect of maternal dietary n-3 long-chain polyunsaturated fatty acid (LCPUFA) supplementation during pregnancy on offspring fat mass. Considering the involvement of the placenta in fetal programming, we aimed to analyze the sex-specific gene expression in human term placenta and its response to the n-3 LCPUFA intervention, as well as their correlations to offspring adiposity. RESULTS: Placental gene expression was assessed in a control and n-3 LCPUFA intervention group by DNA microarrays, biological pathway analyses and RT-qPCR validation. Expression data were correlated with sex steroid hormone levels in placenta and cord plasma, and offspring anthropometric data. Transcriptome data revealed sexually dimorphic gene expression in control placentas per se, whereas in intervention placentas sex-specific expression changed, and more n-3 LCPUFA-regulated genes were found in female than male placentas. Sexually dimorphic gene expression and n-3 LCPUFA-responsive genes were enriched in the pathway for cell cycle and its associated modulator pathways. Significant mRNA expression changes for CDK6, PCNA, and TGFB1 were confirmed by RT-qPCR. CDK6 and PCNA mRNA levels correlated with offspring birth weight and birth weight percentiles. Significantly reduced placental estradiol-17ß/testosterone ratio upon intervention found in female offspring correlated with mRNA levels for the 'Wnt signaling' genes DVL1 and LRP6. CONCLUSIONS: Overall, human placentas show sexually dimorphic gene expression and responsiveness to maternal n-3 LCPUFA intervention during pregnancy with more pronounced effects in female placentas. The absence of correlations of analyzed placental gene expression with offspring adipose tissue growth in the first year is not mutually exclusive with programming effects, which may manifest later in life, or in other physiological processes.


Subject(s)
Fatty Acids, Omega-3/pharmacology , Fetal Blood/metabolism , Gene Expression Regulation/drug effects , Placenta/metabolism , Birth Weight , Cell Cycle , Female , Gene Expression Profiling , Gonadal Steroid Hormones/metabolism , Humans , Oligonucleotide Array Sequence Analysis , Pregnancy , Randomized Controlled Trials as Topic , Sex Characteristics , Wnt Signaling Pathway
6.
Mol Cancer ; 13: 27, 2014 Feb 11.
Article in English | MEDLINE | ID: mdl-24517546

ABSTRACT

BACKGROUND: The translocation t(9;11)(p22;q23) leading to the leukemogenic fusion gene MLL-AF9 is a frequent translocation in infant acute myeloid leukemia (AML). This study aimed to identify genes and molecular processes downstream of MLL-AF9 (alias MLL-MLLT3) which could assist to develop new targeted therapies for such leukemia with unfavorable prognosis. METHODS: In the AML cell line THP1 which harbors this t(9;11) translocation, endogenous MLL-AF9 was silenced via siRNA while ensuring specificity of the knockdown and its efficiency on functional protein level. RESULTS: The differential gene expression profile was validated for leukemia-association by gene set enrichment analysis of published gene sets from patient studies and MLL-AF9 overexpression studies and revealed 425 differentially expressed genes. Gene ontology analysis was consistent with a more differentiated state of MLL-AF9 depleted cells, with involvement of a wide range of downstream transcriptional regulators and with defined functional processes such as ribosomal biogenesis, chaperone binding, calcium homeostasis and estrogen response. We prioritized 41 gene products as candidate targets including several novel and potentially druggable effectors of MLL-AF9 (AHR, ATP2B2, DRD5, HIPK2, PARP8, ROR2 and TAS1R3). Applying the antagonist SCH39166 against the dopamine receptor DRD5 resulted in reduced leukemic cell characteristics of THP1 cells. CONCLUSION: Besides potential new therapeutic targets, the described transcription profile shaped by MLL-AF9 provides an information source into the molecular processes altered in MLL aberrant leukemia.


Subject(s)
Leukemia, Myeloid, Acute/genetics , Myeloid-Lymphoid Leukemia Protein/genetics , Oncogene Proteins, Fusion/genetics , Cell Line, Tumor , Gene Knockdown Techniques , Humans , Immunoblotting , Oligonucleotide Array Sequence Analysis , RNA, Small Interfering , Reverse Transcriptase Polymerase Chain Reaction , Transcriptome , Transfection
7.
Bioinformatics ; 29(13): 1623-30, 2013 Jul 01.
Article in English | MEDLINE | ID: mdl-23640719

ABSTRACT

MOTIVATION: Most integral membrane proteins form dimeric or oligomeric complexes. Oligomerization is frequently supported by the non-covalent interaction of transmembrane helices. It is currently not clear how many high-affinity transmembrane domains (TMD) exist in a proteome and how specific their interactions are with respect to preferred contacting faces and their underlying residue motifs. RESULTS: We first identify a threshold of 55% sequence similarity, which demarcates the border between meaningful alignments of TMDs and chance alignments. Clustering the human single-span membrane proteome using this threshold groups ~40% of the TMDs. The homotypic interaction of the TMDs representing the 33 largest clusters was systematically investigated under standardized conditions. The results reveal a broad distribution of relative affinities. High relative affinity frequently coincides with (i) the existence of a preferred helix-helix interface and (ii) sequence specificity as indicated by reduced affinity after mutating conserved residues. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.


Subject(s)
Membrane Proteins/chemistry , Humans , Membrane Proteins/genetics , Mutation , Protein Interaction Domains and Motifs , Protein Structure, Secondary , Protein Structure, Tertiary , Proteome/chemistry , Sequence Homology, Amino Acid
8.
Proc Natl Acad Sci U S A ; 108(24): 9945-50, 2011 Jun 14.
Article in English | MEDLINE | ID: mdl-21628592

ABSTRACT

Pancreatic ductal adenocarcinoma (PDAC) is a fatal disease with poor patient outcome often resulting from late diagnosis in advanced stages. To date methods to diagnose early-stage PDAC are limited and in vivo detection of pancreatic intraepithelial neoplasia (PanIN), a preinvasive precursor of PDAC, is impossible. Using a cathepsin-activatable near-infrared probe in combination with flexible confocal fluorescence lasermicroscopy (CFL) in a genetically defined mouse model of PDAC we were able to detect and grade murine PanIN lesions in real time in vivo. Our diagnostic approach is highly sensitive and specific and proved superior to clinically established fluorescein-enhanced imaging. Translation of this endoscopic technique into the clinic should tremendously improve detection of pancreatic neoplasia, thus reforming management of patients at risk for PDAC.


Subject(s)
Carcinoma, Pancreatic Ductal/diagnosis , Molecular Imaging/methods , Pancreatic Neoplasms/diagnosis , Precancerous Conditions/diagnosis , Animals , Carcinoma, Pancreatic Ductal/genetics , Carcinoma, Pancreatic Ductal/metabolism , Cathepsins/genetics , Cathepsins/metabolism , Female , Fluorescent Dyes/metabolism , Gene Expression Profiling , Humans , Immunohistochemistry , Male , Mice , Microscopy, Confocal , Microscopy, Fluorescence , Neoplasm Staging , Oligonucleotide Array Sequence Analysis , Pancreatic Neoplasms/genetics , Pancreatic Neoplasms/metabolism , Precancerous Conditions/genetics , Precancerous Conditions/metabolism , Reproducibility of Results , Sensitivity and Specificity
9.
Nucleic Acids Res ; 39(Database issue): D724-9, 2011 Jan.
Article in English | MEDLINE | ID: mdl-21097782

ABSTRACT

Domain Interaction MAp (DIMA, available at http://webclu.bio.wzw.tum.de/dima) is a database of predicted and known interactions between protein domains. It integrates 5807 structurally known interactions imported from the iPfam and 3did databases and 46,900 domain interactions predicted by four computational methods: domain phylogenetic profiling, domain pair exclusion algorithm correlated mutations and domain interaction prediction in a discriminative way. Additionally predictions are filtered to exclude those domain pairs that are reported as non-interacting by the Negatome database. The DIMA Web site allows to calculate domain interaction networks either for a domain of interest or for entire organisms, and to explore them interactively using the Flash-based Cytoscape Web software.


Subject(s)
Databases, Protein , Protein Interaction Domains and Motifs , Protein Interaction Mapping/methods , Mutation , Protein Interaction Domains and Motifs/genetics , User-Computer Interface
10.
J Lipid Res ; 53(5): 1012-1020, 2012 May.
Article in English | MEDLINE | ID: mdl-22345709

ABSTRACT

Quantitative analysis of mitochondrial FA ß-oxidation (FAO) has drawn increasing interest for defining lipid-induced metabolic dysfunctions, such as in obesity-induced insulin resistance, and evaluating pharmacologic strategies to improve ß-oxidation function. The aim was to develop a new assay to quantify ß-oxidation function in intact mitochondria and with a low amount of cell material. Cell membranes of primary human fibroblasts were permeabilized with digitonin prior to a load with FFA substrate. Following 120 min of incubation, the various generated acylcarnitines were extracted from both cells and incubation medium by protein precipitation/desalting and subjected to solid-phase extraction. A panel of 30 acylcarnitines per well was quantified by MS/MS and normalized to citrate synthase activity to analyze mitochondrial metabolite flux. Pretreatment with bezafibrate and etomoxir revealed stimulating and inhibiting regulatory effects on ß-oxidation function, respectively. In addition to the advantage of a much shorter assay time due to in situ permeabilization compared with whole-cell incubation systems, the method allows the detection of multiple acylcarnitines from an only limited amount of intact cells, particularly relevant to the use of primary cells. This novel approach facilitates highly sensitive, simple, and fast monitoring of pharmacological effects on FAO.


Subject(s)
Cell Membrane/metabolism , Fatty Acids/metabolism , Metabolomics/methods , Cell Line , Cell Membrane Permeability , Child , Fibroblasts/cytology , Humans , Infant, Newborn , Metabolomics/economics , Mitochondria/metabolism , Oxidation-Reduction , Reproducibility of Results , Spectrometry, Mass, Electrospray Ionization , Tandem Mass Spectrometry , Time Factors
11.
Hepatology ; 53(3): 833-42, 2011 Mar.
Article in English | MEDLINE | ID: mdl-21319197

ABSTRACT

UNLABELLED: MicroRNAs (miRNAs) are well-known regulators of proliferation, apoptosis, and differentiation and are recognized to play an important role in the development of cancers. Here we aimed to identify the functional contribution of miRNAs to the biology of hepatoblastoma (HB), the most common malignant liver tumor in childhood. As overexpression of the oncogene PLAG1 (pleomorphic adenoma gene 1) is a characteristic phenomenon in HB, we used RNA interference and subsequent miRNA array analysis to identify miR-492 as most strongly influenced by PLAG1. We provide novel experimental evidence that miR-492 can originate from the coding sequence of the HB marker gene keratin 19 (KRT19). In agreement with these in vitro observations, significantly elevated levels of coexpressed KRT19 and miR-492 were particularly found in metastatic HB tumor samples. Stable overexpression of miR-492 in HB cell clones served to identify a broad range of differentially expressed transcripts, including several candidate targets of miR-492 predicted by computational algorithms. Among those the liver enzyme BAAT showed significant association with miR-492 expression in HB tumor samples. CONCLUSION: A close functional relationship between KRT19 and miR-492 was identified that may play an important role in the progression of malignant embryonal liver tumors. Additionally, miR-492 and its associated targets might serve as new HB biomarkers of clinical utility and could assist to explore targeted therapies, especially in metastatic HB with a poor prognosis.


Subject(s)
Hepatoblastoma/physiopathology , Keratin-19/genetics , Liver Neoplasms/physiopathology , MicroRNAs/genetics , Cell Line, Tumor , Child , Child, Preschool , DNA-Binding Proteins/genetics , Down-Regulation , Female , Hepatoblastoma/genetics , Hepatoblastoma/pathology , Humans , Infant , Liver Neoplasms/genetics , Liver Neoplasms/pathology , Male , MicroRNAs/metabolism
12.
Blood ; 115(16): 3231-8, 2010 Apr 22.
Article in English | MEDLINE | ID: mdl-20173115

ABSTRACT

A large proportion of patients with mutations in the Wiskott-Aldrich syndrome (WAS) protein gene exhibit the milder phenotype termed X-linked thrombocytopenia (XLT). Whereas stem cell transplantation at an early age is the treatment of choice for patients with WAS, therapeutic options for patients with XLT are controversial. In a retrospective multicenter study we defined the clinical phenotype of XLT and determined the probability of severe disease-related complications in patients older than 2 years with documented WAS gene mutations and mild-to-moderate eczema or mild, infrequent infections. Enrolled were 173 patients (median age, 11.5 years) from 12 countries spanning 2830 patient-years. Serious bleeding episodes occurred in 13.9%, life-threatening infections in 6.9%, autoimmunity in 12.1%, and malignancy in 5.2% of patients. Overall and event-free survival probabilities were not significantly influenced by the type of mutation or intravenous immunoglobulin or antibiotic prophylaxis. Splenectomy resulted in increased risk of severe infections. This analysis of the clinical outcome and molecular basis of patients with XLT shows excellent long-term survival but also a high probability of severe disease-related complications. These observations will allow better decision making when considering treatment options for individual patients with XLT.


Subject(s)
Thrombocytopenia/complications , Thrombocytopenia/mortality , Wiskott-Aldrich Syndrome Protein/genetics , Adolescent , Adult , Aged , Autoimmune Diseases/epidemiology , Autoimmune Diseases/etiology , Child , Child, Preschool , Disease-Free Survival , Female , Genes, X-Linked , Hemorrhage/epidemiology , Hemorrhage/etiology , Humans , Incidence , Infections/epidemiology , Infections/etiology , Kaplan-Meier Estimate , Male , Middle Aged , Mutation , Neoplasms/epidemiology , Neoplasms/etiology , Phenotype , Retrospective Studies , Thrombocytopenia/genetics , Young Adult
13.
Nucleic Acids Res ; 38(Database issue): D540-4, 2010 Jan.
Article in English | MEDLINE | ID: mdl-19920129

ABSTRACT

The Negatome is a collection of protein and domain pairs that are unlikely to be engaged in direct physical interactions. The database currently contains experimentally supported non-interacting protein pairs derived from two distinct sources: by manual curation of literature and by analyzing protein complexes with known 3D structure. More stringent lists of non-interacting pairs were derived from these two datasets by excluding interactions detected by high-throughput approaches. Additionally, non-interacting protein domains have been derived from the stringent manual and structural data, respectively. The Negatome is much less biased toward functionally dissimilar proteins than the negative data derived by randomly selecting proteins from different cellular locations. It can be used to evaluate protein and domain interactions from new experiments and improve the training of interaction prediction algorithms. The Negatome database is available at http://mips.helmholtz-muenchen.de/proj/ppi/negatome.


Subject(s)
Computational Biology/methods , Databases, Genetic , Databases, Nucleic Acid , Protein Interaction Mapping , Proteins/chemistry , Algorithms , Animals , Computational Biology/trends , Databases, Protein , Genome, Fungal , Humans , Information Storage and Retrieval/methods , Internet , Protein Structure, Tertiary , Saccharomyces cerevisiae/metabolism , Software
14.
J Am Soc Nephrol ; 22(3): 579-85, 2011 Mar.
Article in English | MEDLINE | ID: mdl-21355056

ABSTRACT

Steroid-resistant focal segmental glomerulosclerosis (FSGS) often recurs after renal transplantation. In this international survey, we sought to identify genotype-phenotype correlations of recurrent FSGS. We surveyed 83 patients with childhood-onset primary FSGS who received at least one renal allograft and analyzed 53 of these patients for NPHS2 mutations. The mean age at diagnosis was 6.7 years, and the mean age at first renal transplantation was 13 years. FSGS recurred in 30 patients (36%) after a median of 13 days (range, 1.5 to 152 days). Twenty-three patients received a second kidney transplant, and FSGS recurred in 11 (48%) after a median of 16 days (range, 2.7 to 66 days). None of the 11 patients with homozygous or compound heterozygous NPHS2 mutations developed recurrent FSGS compared with 45% of patients without mutations. These data suggest that genetic testing for pathogenic mutations may be important for prognosis and treatment of FSGS both before and after transplantation.


Subject(s)
Genetic Testing , Glomerulosclerosis, Focal Segmental/epidemiology , Glomerulosclerosis, Focal Segmental/surgery , Intracellular Signaling Peptides and Proteins/genetics , Kidney Transplantation , Membrane Proteins/genetics , Mutation/genetics , Adolescent , Adult , Child , Child, Preschool , Female , Genetic Association Studies , Glomerulosclerosis, Focal Segmental/genetics , Graft Survival , Heterozygote , Homozygote , Humans , Infant , Male , Recurrence , Retrospective Studies , Young Adult
15.
PLoS Comput Biol ; 6(9)2010 Sep 16.
Article in English | MEDLINE | ID: mdl-20862353

ABSTRACT

Point mutations resulting in the substitution of a single amino acid can cause severe functional consequences, but can also be completely harmless. Understanding what determines the phenotypical impact is important both for planning targeted mutation experiments in the laboratory and for analyzing naturally occurring mutations found in patients. Common wisdom suggests using the extent of evolutionary conservation of a residue or a sequence motif as an indicator of its functional importance and thus vulnerability in case of mutation. In this work, we put forward the hypothesis that in addition to conservation, co-evolution of residues in a protein influences the likelihood of a residue to be functionally important and thus associated with disease. While the basic idea of a relation between co-evolution and functional sites has been explored before, we have conducted the first systematic and comprehensive analysis of point mutations causing disease in humans with respect to correlated mutations. We included 14,211 distinct positions with known disease-causing point mutations in 1,153 human proteins in our analysis. Our data show that (1) correlated positions are significantly more likely to be disease-associated than expected by chance, and that (2) this signal cannot be explained by conservation patterns of individual sequence positions. Although correlated residues have primarily been used to predict contact sites, our data are in agreement with previous observations that (3) many such correlations do not relate to physical contacts between amino acid residues. Access to our analysis results are provided at http://webclu.bio.wzw.tum.de/~pagel/supplements/correlated-positions/.


Subject(s)
Amino Acid Substitution , Models, Genetic , Mutation , Proteins/chemistry , Proteins/genetics , Adenylate Kinase/chemistry , Adenylate Kinase/genetics , Algorithms , Amino Acid Sequence , Cluster Analysis , Computational Biology/methods , Databases, Genetic , Dipeptidases/chemistry , Dipeptidases/genetics , Disease/genetics , Evolution, Molecular , Genetic Association Studies , Humans , Lod Score , Phenotype , Sequence Alignment
16.
Front Pediatr ; 9: 721518, 2021.
Article in English | MEDLINE | ID: mdl-34778127

ABSTRACT

Background: Opening schools and keeping children safe from SARS-CoV-2 infections at the same time is urgently needed to protect children from direct and indirect consequences of the COVID-19 pandemic. To achieve this goal, a safe, efficient, and cost-effective SARS-CoV-2 testing system for schools in addition to standard hygiene measures is necessary. Methods: We implemented the screening WICOVIR concept for schools in the southeast of Germany, which is based on gargling at home, pooling of samples in schools, and assessment of SARS-CoV-2 by pool rRT-PCR, performed decentralized in numerous participating laboratories. Depooling was performed if pools were positive, and results were transmitted with software specifically developed for the project within a day. Here, we report the results after the first 13 weeks in the project. Findings: We developed and implemented the proof-of-concept test system within a pilot phase of 7 weeks based on almost 17,000 participants. After 6 weeks in the main phase of the project, we performed >100,000 tests in total, analyzed in 7,896 pools, identifying 19 cases in >100 participating schools. On average, positive children showed an individual CT value of 31 when identified in the pools. Up to 30 samples were pooled (mean 13) in general, based on school classes and attached school staff. All three participating laboratories detected positive samples reliably with their previously established rRT-PCR standard protocols. When self-administered antigen tests were performed concomitantly in positive cases, only one of these eight tests was positive, and when antigen tests performed after positive pool rRT-PCR results were already known were included, 3 out of 11 truly positive tests were also identified by antigen testing. After 3 weeks of repetitive WICOVIR testing twice weekly, the detection rate of positive children in that cohort decreased significantly from 0.042 to 0.012 (p = 0.008). Interpretation: Repeated gargle pool rRT-PCR testing can be implemented quickly in schools. It is an effective, valid, and well-received test system for schools, superior to antigen tests in sensitivity, acceptance, and costs.

17.
Hum Mutat ; 31(6): E1436-44, 2010 Jun.
Article in English | MEDLINE | ID: mdl-20513132

ABSTRACT

Campomelic dysplasia is a malformation syndrome with multiple symptoms including characteristic shortness and bowing of the long bones (campomelia). CD, often lethal due to airway malformations, is caused by heterozygous mutations in SOX9, an SRY-related gene regulating testis and chondrocyte development including expression of many cartilage genes such as type II collagen. Male to female sex reversal occurs in the majority of affected individuals with an XY karyotype. A mild form without campomelia exists, in which sex-reversal may be also absent. We report here two novel SOX9 missense mutations in a male (c.495C>G; p.His165Gln) and a female (c.337A>G; p.Met113Val) within the DNA-binding domain leading to non-lethal acampomelic CD. Functional analyses of mutant proteins demonstrate residual DNA-binding and transactivation of SOX9-regulated genes. Combining our data and reports from the literature we postulate a genotype-phenotype correlation: SOX9 mutations allowing for residual function lead to a mild form of CD in which campomelia and sex reversal may be absent.


Subject(s)
Campomelic Dysplasia/genetics , DNA/metabolism , Mutation, Missense , SOX9 Transcription Factor/genetics , Transcriptional Activation , Animals , COS Cells , Campomelic Dysplasia/pathology , Cell Nucleus/metabolism , Child , Child, Preschool , Chlorocebus aethiops , Female , Genetic Predisposition to Disease , Genotype , Heterozygote , Humans , Male , Microscopy, Fluorescence , Protein Binding , SOX9 Transcription Factor/metabolism , Transfection
18.
Gastroenterology ; 137(1): 361-71, 371.e1-5, 2009 Jul.
Article in English | MEDLINE | ID: mdl-19362090

ABSTRACT

BACKGROUND & AIMS: Early metastasis is a hallmark of pancreatic ductal adenocarcinoma and responsible for >90% of pancreatic cancer death. Because little is known about the biology and genetics of the metastatic process, we desired to elucidate molecular pathways mediating pancreatic cancer metastasis in vivo by an unbiased forward genetic approach. METHODS: Highly metastatic pancreatic cancer cell populations were selected by serial in vivo passaging of parental cells with low metastatic potential and characterized by global gene expression profiling, chromatin immunoprecipitation, and in vivo metastatic assay. RESULTS: In vivo selection of highly metastatic pancreatic cancer cells induced epithelial-mesenchymal transition (EMT), loss of E-cadherin expression, and up-regulation of mesenchymal genes such as Snail. Genetic inactivation of E-cadherin in parental cells induced EMT and increased metastasis in vivo. Silencing of E-cadherin in highly metastatic cells is mediated by a transcriptional repressor complex containing Snail and histone deacetylase 1 (HDAC1) and HDAC2. In line, mesenchymal pancreatic cancer specimens and primary cell lines from genetically engineered Kras(G12D) mice showed HDAC-dependent down-regulation of E-cadherin and high metastatic potential. Finally, transforming growth factor beta-driven E-cadherin silencing and EMT of human pancreatic cancer cells depends on HDAC activity. CONCLUSIONS: We provide the first in vivo evidence that HDACs and Snail play an essential role in silencing E-cadherin during the metastatic process of pancreatic cancer cells. These data link the epigenetic HDAC machinery to EMT and metastasis and provide preclinical evidence that HDACs are promising targets for antimetastatic therapy.


Subject(s)
Cadherins/metabolism , Histone Deacetylases/metabolism , Lung Neoplasms/enzymology , Pancreatic Neoplasms/enzymology , Transcription Factors/metabolism , Animals , Antigens, CD , Antineoplastic Agents/pharmacology , Cadherins/genetics , Cell Line, Tumor , Cell Transdifferentiation , Gene Expression Profiling , Gene Expression Regulation, Neoplastic , Gene Silencing , Histone Deacetylase 1 , Histone Deacetylase 2 , Histone Deacetylase Inhibitors , Histone Deacetylases/genetics , Humans , Hydroxamic Acids/pharmacology , Lung Neoplasms/drug therapy , Lung Neoplasms/genetics , Lung Neoplasms/secondary , Mice , Mice, Nude , Pancreatic Neoplasms/drug therapy , Pancreatic Neoplasms/genetics , Pancreatic Neoplasms/pathology , Promoter Regions, Genetic , RNA Interference , Repressor Proteins/metabolism , Snail Family Transcription Factors , Transcription Factors/genetics , Transfection
19.
Bioinformatics ; 25(7): 933-40, 2009 Apr 01.
Article in English | MEDLINE | ID: mdl-19213739

ABSTRACT

MOTIVATION: Modern systems biology aims at understanding how the different molecular components of a biological cell interact. Often, cellular functions are performed by complexes consisting of many different proteins. The composition of these complexes may change according to the cellular environment, and one protein may be involved in several different processes. The automatic discovery of functional complexes from protein interaction data is challenging. While previous approaches use approximations to extract dense modules, our approach exactly solves the problem of dense module enumeration. Furthermore, constraints from additional information sources such as gene expression and phenotype data can be integrated, so we can systematically mine for dense modules with interesting profiles. RESULTS: Given a weighted protein interaction network, our method discovers all protein sets that satisfy a user-defined minimum density threshold. We employ a reverse search strategy, which allows us to exploit the density criterion in an efficient way. Our experiments show that the novel approach is feasible and produces biologically meaningful results. In comparative validation studies using yeast data, the method achieved the best overall prediction performance with respect to confirmed complexes. Moreover, by enhancing the yeast network with phenotypic and phylogenetic profiles and the human network with tissue-specific expression data, we identified condition-dependent complex variants. AVAILABILITY: A C++ implementation of the algorithm is available at http://www.kyb.tuebingen.mpg.de/~georgii/dme.html. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.


Subject(s)
Computational Biology/methods , Multiprotein Complexes/metabolism , Protein Interaction Mapping/methods , Algorithms , Humans , Phenotype , Systems Biology
20.
Nucleic Acids Res ; 36(Database issue): D651-5, 2008 Jan.
Article in English | MEDLINE | ID: mdl-17999995

ABSTRACT

DIMA-the domain interaction map has evolved from a simple web server for domain phylogenetic profiling into an integrative prediction resource combining both experimental data on domain-domain interactions and predictions from two different algorithms. With this update, DIMA obtains greatly improved coverage at the level of genomes and domains as well as with respect to available prediction approaches. The domain phylogenetic profiling method now uses SIMAP as its backend for exhaustive domain hit coverage: 7038 Pfam domains were profiled over 460 completely sequenced genomes. Domain pair exclusion predictions were produced from 83 969 distinct protein-protein interactions obtained from IntAct resulting in 21 513 domain pairs with significant domain pair exclusion algorithm scores. Additional predictions applying the same algorithm to predicted protein interactions from STRING yielded 2378 high-confidence pairs. Experimental data comes from iPfam (3074) and 3did (3034 pairs), two databases identifying domain contacts in solved protein structures. Taken together, these two resources yielded 3653 distinct interacting domain pairs. DIMA is available at http://mips.gsf.de/genre/proj/dima.


Subject(s)
Databases, Protein , Protein Interaction Domains and Motifs , Protein Interaction Mapping , Internet , Phylogeny , Protein Interaction Domains and Motifs/genetics , Proteins/classification , User-Computer Interface
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