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1.
J Exp Med ; 217(10)2020 10 05.
Article in English | MEDLINE | ID: mdl-32749453

ABSTRACT

Recently, a transcriptome-based consensus molecular subtype (CMS) classification of colorectal cancer (CRC) has been established, which may ultimately help to individualize CRC therapy. However, the lack of animal models that faithfully recapitulate the different molecular subtypes impedes adequate preclinical testing of stratified therapeutic concepts. Here, we demonstrate that constitutive AKT activation in intestinal epithelial cells markedly enhances tumor invasion and metastasis in Trp53ΔIEC mice (Trp53ΔIECAktE17K) upon challenge with the carcinogen azoxymethane. Gene-expression profiling indicates that Trp53ΔIECAktE17K tumors resemble the human mesenchymal colorectal cancer subtype (CMS4), which is characterized by the poorest survival rate among the four CMSs. Trp53ΔIECAktE17K tumor cells are characterized by Notch3 up-regulation, and treatment of Trp53ΔIECAktE17K mice with a NOTCH3-inhibiting antibody reduces invasion and metastasis. In CRC patients, NOTCH3 expression correlates positively with tumor grading and the presence of lymph node as well as distant metastases and is specifically up-regulated in CMS4 tumors. Therefore, we suggest NOTCH3 as a putative target for advanced CMS4 CRC patients.


Subject(s)
Colorectal Neoplasms/metabolism , Proto-Oncogene Proteins c-akt/metabolism , Receptor, Notch3/metabolism , Animals , Colorectal Neoplasms/pathology , Disease Models, Animal , Disease Progression , Gene Expression Regulation, Neoplastic , Humans , Mice , Mice, Inbred C57BL , Neoplasm Transplantation , Signal Transduction , Transcriptome , Up-Regulation
2.
Front Neurol ; 10: 307, 2019.
Article in English | MEDLINE | ID: mdl-31001192

ABSTRACT

Bacterial meningitis is a life-threatening disease that evokes an intense neutrophil-dominated host response to microbes invading the subarachnoid space. Recent evidence indicates the existence of combinatorial V(D)J immune receptors in neutrophils that are based on the T cell receptor (TCR). Here, we investigated expression of the novel neutrophil TCRαß-based V(D)J receptors in cerebrospinal fluid (CSF) from human patients with acute-phase bacterial meningitis using immunocytochemical, genetic immunoprofiling, cell biological, and mass spectrometric techniques. We find that the human neutrophil combinatorial V(D)J receptors are rapidly induced in CSF neutrophils during the first hours of bacterial meningitis. Immune receptor repertoire diversity is consistently increased in CSF neutrophils relative to circulating neutrophils and phagocytosis of baits directed to the variable immunoreceptor is enhanced in CSF neutrophils during acute-phase meningitis. Our results reveal that a flexible immune response involving neutrophil V(D)J receptors which enhance phagocytosis is immediately initiated at the site of acute bacterial infection.

3.
J Exp Med ; 216(3): 704-720, 2019 03 04.
Article in English | MEDLINE | ID: mdl-30792186

ABSTRACT

Constitutive Wnt activation upon loss of Adenoma polyposis coli (APC) acts as main driver of colorectal cancer (CRC). Targeting Wnt signaling has proven difficult because the pathway is crucial for homeostasis and stem cell renewal. To distinguish oncogenic from physiological Wnt activity, we have performed transcriptome and proteome profiling in isogenic human colon organoids. Culture in the presence or absence of exogenous ligand allowed us to discriminate receptor-mediated signaling from the effects of CRISPR/Cas9-induced APC loss. We could catalog two nonoverlapping molecular signatures that were stable at distinct levels of stimulation. Newly identified markers for normal stem/progenitor cells and adenomas were validated by immunohistochemistry and flow cytometry. We found that oncogenic Wnt signals are associated with good prognosis in tumors of the consensus molecular subtype 2 (CMS2). In contrast, receptor-mediated signaling was linked to CMS4 tumors and poor prognosis. Together, our data represent a valuable resource for biomarkers that allow more precise stratification of Wnt responses in CRC.


Subject(s)
Colon/pathology , Colon/physiology , Colonic Neoplasms/mortality , Organoids/physiology , Wnt Signaling Pathway/physiology , Adenoma/genetics , Adenoma/metabolism , Adenomatous Polyposis Coli Protein/genetics , Adenomatous Polyposis Coli Protein/metabolism , Biomarkers, Tumor/metabolism , Colonic Neoplasms/genetics , Colonic Neoplasms/metabolism , Colonic Neoplasms/pathology , Gene Expression Regulation , Gene Knockout Techniques , Humans , Kaplan-Meier Estimate , Organoids/pathology , Wnt Signaling Pathway/genetics
4.
EMBO Mol Med ; 10(9)2018 09.
Article in English | MEDLINE | ID: mdl-30097507

ABSTRACT

Patients with head-and-neck cancer can develop both lung metastasis and primary lung cancer during the course of their disease. Despite the clinical importance of discrimination, reliable diagnostic biomarkers are still lacking. Here, we have characterised a cohort of squamous cell lung (SQCLC) and head-and-neck (HNSCC) carcinomas by quantitative proteomics. In a training cohort, we quantified 4,957 proteins in 44 SQCLC and 30 HNSCC tumours. A total of 518 proteins were found to be differentially expressed between SQCLC and HNSCC, and some of these were identified as genetic dependencies in either of the two tumour types. Using supervised machine learning, we inferred a proteomic signature for the classification of squamous cell carcinomas as either SQCLC or HNSCC, with diagnostic accuracies of 90.5% and 86.8% in cross- and independent validations, respectively. Furthermore, application of this signature to a cohort of pulmonary squamous cell carcinomas of unknown origin leads to a significant prognostic separation. This study not only provides a diagnostic proteomic signature for classification of secondary lung tumours in HNSCC patients, but also represents a proteomic resource for HNSCC and SQCLC.


Subject(s)
Carcinoma, Squamous Cell/diagnosis , Carcinoma, Squamous Cell/secondary , Head and Neck Neoplasms/diagnosis , Head and Neck Neoplasms/secondary , Lung Neoplasms/diagnosis , Proteome/analysis , Proteomics/methods , Carcinoma, Squamous Cell/pathology , Diagnostic Tests, Routine/methods , Head and Neck Neoplasms/pathology , Humans , Lung Neoplasms/pathology , Machine Learning , Sensitivity and Specificity
5.
Elife ; 72018 05 10.
Article in English | MEDLINE | ID: mdl-29745896

ABSTRACT

The hepatitis B virus (HBV) is one of the most widespread human pathogens known today, yet its origin and evolutionary history are still unclear and controversial. Here, we report the analysis of three ancient HBV genomes recovered from human skeletons found at three different archaeological sites in Germany. We reconstructed two Neolithic and one medieval HBV genome by de novo assembly from shotgun DNA sequencing data. Additionally, we observed HBV-specific peptides using paleo-proteomics. Our results demonstrated that HBV has circulated in the European population for at least 7000 years. The Neolithic HBV genomes show a high genomic similarity to each other. In a phylogenetic network, they do not group with any human-associated HBV genome and are most closely related to those infecting African non-human primates. The ancient viruses appear to represent distinct lineages that have no close relatives today and possibly went extinct. Our results reveal the great potential of ancient DNA from human skeletons in order to study the long-time evolution of blood borne viruses.


Subject(s)
Evolution, Molecular , Fossils/virology , Genome, Viral , Hepatitis B virus/genetics , Germany , Hepatitis B virus/classification , Hepatitis B virus/isolation & purification , Humans , Phylogeny , Proteome/analysis , Sequence Analysis, DNA , Skeleton/chemistry , Skeleton/virology , Viral Proteins/analysis
6.
Proteomics Clin Appl ; 8(5-6): 308-16, 2014 Jun.
Article in English | MEDLINE | ID: mdl-24616428

ABSTRACT

PURPOSE: The monitoring of tumor-associated protease activity in blood specimens has recently been proposed as new diagnostic tool in cancer research. In this paper, we describe the screening of a peptide library for identification of reporter peptides (RPs) that are selectively cleaved in serum specimens from colorectal cancer patients and investigate the benefits of RP multiplexing. EXPERIMENTAL DESIGN: A library of 144 RPs was constructed that contained amino acid sequences of abundant plasma proteins. Proteolytic cleavage of RPs was monitored with MS. Five RPs that were selectively cleaved in serum specimens from tumor patients were selected for further validation in serum specimens of colorectal tumor patients (n = 30) and nonmalignant controls (n = 60). RESULTS: RP spiking and subsequent quantification of proteolytic fragments with LC-MS showed good reproducibility with CVs always below 26%. The linear discriminant analysis and PCA revealed that a combination of RPs for diagnostic classification is superior to single markers. Classification accuracy reached 88% (79/90) when all five markers were combined. CONCLUSIONS AND CLINICAL RELEVANCE: Functional protease profiling with RPs might improve the laboratory-based diagnosis, monitoring and prognosis of malignant disease, and has to be evaluated thoroughly in future studies.


Subject(s)
Colorectal Neoplasms/blood , Colorectal Neoplasms/metabolism , Peptide Library , Proteolysis , Proteomics/methods , Aged , Female , Humans , Male , Middle Aged , Multivariate Analysis , Reproducibility of Results
7.
J Exp Clin Cancer Res ; 31: 56, 2012 Jun 08.
Article in English | MEDLINE | ID: mdl-22682081

ABSTRACT

BACKGROUND: The progression of many solid tumors is characterized by the release of tumor-associated proteases and the detection of tumor specific proteolytic activity in serum specimens is a promising diagnostic tool in oncology. Here we describe a mass spectrometry-based functional proteomic profiling approach that tracks the ex-vivo degradation of a synthetic endoprotease substrate in serum specimens of colorectal tumor patients. METHODS: A reporter peptide (RP) with the amino acid sequence WKPYDAAD was synthesized that has a known cleavage site for the cysteine-endopeptidase cancer procoagulant (EC 3.4.22.26). The RP was added to serum specimens from colorectal cancer patients (n = 30), inflammatory controls (n = 30) and healthy controls (n = 30) and incubated under strictly standardized conditions. The proteolytic fragment of the RP was quantified with liquid chromatography / mass spectrometry (LC/MS). RESULTS: RP-spiking showed good intra- and inter-day reproducibility with coefficients of variation (CVs) that did not exceed a value of 10%. The calibration curve for the anchor peptide was linear in the concentration range of 0.4 - 50 µmol/L. The median concentration of the RP-fragment in serum specimens from tumor patients (TU: 17.6 µmol/L, SD 9.0) was significantly higher when compared to non-malignant inflammatory controls (IC: 11.1 µmol/L, SD 6.1) and healthy controls (HC: 10.3 µmol/L, SD 3.1). Highest area under receiver operating characteristic (AUROC) values were seen for discrimination of TU versus HC (0.89) followed by TU versus IC (0.77). IC and HC could barely be separated indicated by an AUROC value of 0.57. The proteolytic activity towards the RP was conserved in serum specimens that were kept at room temperature for up to 24 hours prior to the analysis. CONCLUSION: The proteolytic cleavage of reporter peptides is a surrogate marker for tumor associated proteolytic activity in serum specimens of cancer patients. A simple, robust and highly reproducible LC/MS method has been developed that allows the quantification of proteolytic fragments in serum specimens. The preanalytical impact of sample handling is minimal as the tumor-associated proteolytic activity towards the reporter peptide is stable for at least up to 24 h. Taken together, the functional protease profiling shows characteristics that are in line with routinely performed diagnostic assays. Further work will focus on the identification of additional reporter peptides for the construction of a multiplex assay to increase diagnostic accuracy of the functional protease profiling.


Subject(s)
Biomarkers, Tumor/blood , Colorectal Neoplasms , Peptide Hydrolases/blood , Peptides , Aged , Aged, 80 and over , Colorectal Neoplasms/blood , Colorectal Neoplasms/diagnosis , Colorectal Neoplasms/enzymology , Female , Humans , Male , Mass Spectrometry , Middle Aged , Peptides/analysis , Peptides/chemical synthesis
8.
Int J Oncol ; 39(1): 145-54, 2011 Jul.
Article in English | MEDLINE | ID: mdl-21503574

ABSTRACT

The progression of many solid tumors is characterized by the release of tumor-associated proteases, such as cancer procoagulant, MMP2 and MMP7. Consequently, the detection of tumor-specific proteolytic activity in serum specimens has recently been proposed as a new diagnostic tool in oncology. However, tumor-associated proteases are highly diluted in serum specimens and it is challenging to identify substrates that are specifically cleaved. In this study, we describe the systematic optimization of a synthetic peptide substrate using a positional scanning synthetic combinatorial library (PS-SCL) approach. The initial reporter peptide (RP) comprises of the cleavage site, WKPYDAAD, that is part of the coagulation factor X, the natural substrate of the tumor-associated cysteine protease cancer procoagulant (EC 3.4.22.26). Specifically, the amino acid substitution of aspartatic acid (D) in position P1' against asparagine (N) improved the processing of respective RPs in serum specimens from patients with colorectal tumors compared to healthy controls. Proteolytic fragments of RPs accumulated during prolonged incubation with serum specimens and were quantified with matrix-assisted laser desorption/ionization time-of-flight mass spectrometry. Finally, the optimized RP with the cleaved motif WKPYNAAD was combined with the RPs, VPLSLTMG and IPVSLRSG, that were cleaved by the tumor-associated proteases, MMP2 and MMP7, respectively. The diagnostic accuracy of MS-based protease profiling was evaluated for this triplex RP mix in a cohort of 50 serum specimens equally divided into colorectal cancer patients and healthy control individuals. Multiparametric analysis showed an AUC value of 0.90 for the receiver operating characteristic curve and was superior to the classification accuracy of the single markers. Our results demonstrate that RPs for MS-based protease profiling can systematically be optimized with a PS-SCL. Furthermore, the combination of different RPs can additionally increase the classification accuracy of functional protease profiling, and this in turn could lead to improved diagnosis, monitoring and prognosis of malignant disease.


Subject(s)
Biomarkers, Tumor/blood , Genes, Reporter/physiology , Neoplasms/blood , Neoplasms/diagnosis , Peptide Hydrolases , Peptides/metabolism , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization , Amino Acid Sequence , Biomarkers, Tumor/standards , Cell Line, Tumor , HT29 Cells , High-Throughput Screening Assays , Humans , Kinetics , Neoplasms/enzymology , Peptide Hydrolases/blood , Peptide Hydrolases/metabolism , Peptide Library , Peptides/chemistry , Proteomics , Reproducibility of Results , Substrate Specificity/physiology
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