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2.
Nat Cancer ; 3(2): 251-261, 2022 02.
Artigo em Inglês | MEDLINE | ID: mdl-35221333

RESUMO

There is a growing need for systems that efficiently support the work of medical teams at the precision-oncology point of care. Here, we present the implementation of the Molecular Tumor Board Portal (MTBP), an academic clinical decision support system developed under the umbrella of Cancer Core Europe that creates a unified legal, scientific and technological platform to share and harness next-generation sequencing data. Automating the interpretation and reporting of sequencing results decrease the need for time-consuming manual procedures that are prone to errors. The adoption of an expert-agreed process to systematically link tumor molecular profiles with clinical actions promotes consistent decision-making and structured data capture across the connected centers. The use of information-rich patient reports with interactive content facilitates collaborative discussion of complex cases during virtual molecular tumor board meetings. Overall, streamlined digital systems like the MTBP are crucial to better address the challenges brought by precision oncology and accelerate the use of emerging biomarkers.


Assuntos
Sistemas de Apoio a Decisões Clínicas , Neoplasias , Sequenciamento de Nucleotídeos em Larga Escala/métodos , Humanos , Oncologia/métodos , Neoplasias/diagnóstico , Medicina de Precisão/métodos
4.
Nat Commun ; 10(1): 1600, 2019 04 08.
Artigo em Inglês | MEDLINE | ID: mdl-30962452

RESUMO

In the preceding decades, molecular characterization has revolutionized breast cancer (BC) research and therapeutic approaches. Presented herein, an unbiased analysis of breast tumor proteomes, inclusive of 9995 proteins quantified across all tumors, for the first time recapitulates BC subtypes. Additionally, poor-prognosis basal-like and luminal B tumors are further subdivided by immune component infiltration, suggesting the current classification is incomplete. Proteome-based networks distinguish functional protein modules for breast tumor groups, with co-expression of EGFR and MET marking ductal carcinoma in situ regions of normal-like tumors and lending to a more accurate classification of this poorly defined subtype. Genes included within prognostic mRNA panels have significantly higher than average mRNA-protein correlations, and gene copy number alterations are dampened at the protein-level; underscoring the value of proteome quantification for prognostication and phenotypic classification. Furthermore, protein products mapping to non-coding genomic regions are identified; highlighting a potential new class of tumor-specific immunotherapeutic targets.


Assuntos
Neoplasias da Mama/patologia , Carcinoma Ductal de Mama/patologia , Mapas de Interação de Proteínas , Proteoma/metabolismo , Mama/patologia , Neoplasias da Mama/genética , Neoplasias da Mama/imunologia , Carcinoma Ductal de Mama/genética , Carcinoma Ductal de Mama/imunologia , Variações do Número de Cópias de DNA , Conjuntos de Dados como Assunto , Feminino , Perfilação da Expressão Gênica , Humanos , Análise de Sequência com Séries de Oligonucleotídeos , Proteogenômica/métodos , Proteoma/genética , Proteoma/imunologia , RNA Mensageiro/metabolismo
5.
Elife ; 82019 04 08.
Artigo em Inglês | MEDLINE | ID: mdl-30958262

RESUMO

Here, we present a method for in-depth human plasma proteome analysis based on high-resolution isoelectric focusing HiRIEF LC-MS/MS, demonstrating high proteome coverage, reproducibility and the potential for liquid biopsy protein profiling. By integrating genomic sequence information to the MS-based plasma proteome analysis, we enable detection of single amino acid variants and for the first time demonstrate transfer of multiple protein variants between mother and fetus across the placenta. We further show that our method has the ability to detect both low abundance tissue-annotated proteins and phosphorylated proteins in plasma, as well as quantitate differences in plasma proteomes between the mother and the newborn as well as changes related to pregnancy.


Assuntos
Proteínas Sanguíneas/análise , Troca Materno-Fetal , Plasma/química , Proteoma/análise , Cromatografia Líquida , Feminino , Voluntários Saudáveis , Humanos , Focalização Isoelétrica , Masculino , Gravidez , Transporte Proteico , Espectrometria de Massas em Tandem
6.
Nat Commun ; 9(1): 1852, 2018 05 08.
Artigo em Inglês | MEDLINE | ID: mdl-29739940

RESUMO

In the original version of this Article, extraneous text not belonging to the Article was accidentally appended to the results section. This error has now been corrected in both the PDF and HTML versions of the Article.

7.
Nat Commun ; 9(1): 903, 2018 03 02.
Artigo em Inglês | MEDLINE | ID: mdl-29500430

RESUMO

Proteogenomics enable the discovery of novel peptides (from unannotated genomic protein-coding loci) and single amino acid variant peptides (derived from single-nucleotide polymorphisms and mutations). Increasing the reliability of these identifications is crucial to ensure their usefulness for genome annotation and potential application as neoantigens in cancer immunotherapy. We here present integrated proteogenomics analysis workflow (IPAW), which combines peptide discovery, curation, and validation. IPAW includes the SpectrumAI tool for automated inspection of MS/MS spectra, eliminating false identifications of single-residue substitution peptides. We employ IPAW to analyze two proteomics data sets acquired from A431 cells and five normal human tissues using extended (pH range, 3-10) high-resolution isoelectric focusing (HiRIEF) pre-fractionation and TMT-based peptide quantitation. The IPAW results provide evidence for the translation of pseudogenes, lncRNAs, short ORFs, alternative ORFs, N-terminal extensions, and intronic sequences. Moreover, our quantitative analysis indicates that protein production from certain pseudogenes and lncRNAs is tissue specific.


Assuntos
Genoma Humano , Fases de Leitura Aberta/genética , Proteogenômica/métodos , Fluxo de Trabalho , Sequência de Aminoácidos , Substituição de Aminoácidos , Linhagem Celular , Cromatografia Líquida , Loci Gênicos , Humanos , Focalização Isoelétrica , Espectrometria de Massas , Peptídeos/química , Peptídeos/genética , Proteoma/metabolismo
9.
BMC Genomics ; 12: 123, 2011 Feb 21.
Artigo em Inglês | MEDLINE | ID: mdl-21338499

RESUMO

BACKGROUND: Mucosal infections elicit inflammatory responses via regulated signaling pathways. Infection outcome depends strongly on early events occurring immediately when bacteria start interacting with cells in the mucosal membrane. Hitherto reported transcription profiles on host-pathogen interactions are strongly biased towards in vitro studies. To detail the local in vivo genetic response to infection, we here profiled host gene expression in a recent experimental model that assures high spatial and temporal control of uropathogenic Escherichia coli (UPEC) infection within the kidney of a live rat. RESULTS: Transcriptional profiling of tissue biopsies from UPEC-infected kidney tissue revealed 59 differentially expressed genes 8 h post-infection. Their relevance for the infection process was supported by a Gene Ontology (GO) analysis. Early differential expression at 3 h and 5 h post-infection was of low statistical significance, which correlated to the low degree of infection. Comparative transcriptomics analysis of the 8 h data set and online available studies of early local infection and inflammation defined a core of 80 genes constituting a "General tissue response to early local bacterial infections". Among these, 25% were annotated as interferon-γ (IFN-γ) regulated. Subsequent experimental analyses confirmed a systemic increase of IFN-γ in rats with an ongoing local kidney infection, correlating to splenic, rather than renal Ifng induction and suggested this inter-organ communication to be mediated by interleukin (IL)-23. The use of comparative transcriptomics allowed expansion of the statistical data handling, whereby relevant data could also be extracted from the 5 h data set. Out of the 31 differentially expressed core genes, some represented specific 5 h responses, illustrating the value of comparative transcriptomics when studying the dynamic nature of gene regulation in response to infections. CONCLUSION: Our hypothesis-free approach identified components of infection-associated multi-cellular tissue responses and demonstrated how a comparative analysis allows retrieval of relevant information from lower-quality data sets. The data further define marked representation of IFN-γ responsive genes and a prompt inter-organ communication as a hallmark of an early local tissue response to infection.


Assuntos
Infecções por Escherichia coli/genética , Perfilação da Expressão Gênica , Interações Hospedeiro-Patógeno , Nefropatias/genética , Rim/metabolismo , Animais , Análise por Conglomerados , Biologia Computacional , Regulação da Expressão Gênica , Inflamação/genética , Inflamação/microbiologia , Interferon gama/metabolismo , Rim/microbiologia , Rim/patologia , Nefropatias/microbiologia , Masculino , Análise de Sequência com Séries de Oligonucleotídeos , Ratos , Ratos Sprague-Dawley , Transdução de Sinais , Baço/metabolismo , Escherichia coli Uropatogênica/patogenicidade
10.
Crit Rev Immunol ; 30(2): 107-17, 2010.
Artigo em Inglês | MEDLINE | ID: mdl-20370624

RESUMO

A bacterial infection is accompanied by dynamic alterations in tissue homeostasis within the infected organ. What starts as a local bacterium-host cell interaction at the site of infection changes over time to include distant signaling and the engagement of multiple cell types in an effort to eradicate the bacteria. Recent advancements in imaging technologies, such as multiphoton microscopy, provide new tools to visualize the realtime dynamics of infection within the living host. The use of live animal models means that all of the interplaying factors, such as the immune, lymphatic, nervous, and vascular systems, are present and can be accounted for. This review describes novel insights of innate immune defense mechanisms obtained using real-time visualization of the infected tissue in a live animal model. This emerging field of "tissue microbiology" will provide data that, when combined with the massive knowledge base generated from research in "cellular microbiology," will provide a more complete picture of the complex infection process.


Assuntos
Infecções Bacterianas/imunologia , Interações Hospedeiro-Patógeno/imunologia , Imunidade Inata/imunologia , Microscopia de Fluorescência por Excitação Multifotônica/métodos , Animais , Infecções Bacterianas/microbiologia
11.
Cell Microbiol ; 10(10): 1987-98, 2008 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-18549455

RESUMO

Ascending urinary tract infections can cause extensive damage to kidney structure and function. We have used a number of advanced techniques including multiphoton microscopy to investigate the crucial early phases of uropathogenic Escherichia coli induced pyelonephritis within a living animal. Our results reveal a previously undescribed innate vascular response to mucosal infection, allowing isolation and eradication of the pathogen. The extremely rapid host response to mucosal infection was highlighted by the triggering of a cascade of events within 3-4 h. Epithelial signalling produced an increase in cellular O(2) consumption and affected microvascular flow by clotting, causing localized ischaemia. Subsequent ischaemic damage affected pathophysiology with actin re-arrangement and epithelial sloughing leading to paracellular bacterial movement. A denuded tubular basement membrane is shown to hinder immediate dissemination of bacteria, giving the host time to isolate the infection by clotting. Suppression of clotting by heparin treatment caused fatal urosepsis. Clinically these findings may be relevant in antibiotics delivery in pyelonephritis patients and to the use of anticoagulants in sepsis.


Assuntos
Escherichia coli/imunologia , Isquemia/imunologia , Rim/imunologia , Rim/microbiologia , Mucosa/imunologia , Mucosa/microbiologia , Sepse/prevenção & controle , Actinas/metabolismo , Animais , Coagulação Sanguínea , Epitélio/metabolismo , Epitélio/microbiologia , Epitélio/patologia , Humanos , Rim/patologia , Masculino , Mucosa/patologia , Consumo de Oxigênio , Ratos
12.
Cell Microbiol ; 9(2): 413-24, 2007 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-16953802

RESUMO

By combining intravital multiphoton microscopy and bacterial genetics we have developed a technique enabling real-time imaging of bacterial proliferation and tissue responses in a live animal. Spatial and temporal control of the infection process was achieved by microinjecting GFP(+)-expressing uropathogenic Escherichia coli (UPEC) into tubules of exteriorized kidneys in live rats. GFP(+) was introduced in the clinical UPEC strain CFT073 as a single-copy chromosomal gene fusion. Within hours, bacterial colonization was accompanied by marked ischaemic effects, perivascular leakage, loss of tubular integrity and localized recruitment of immune cells. The pathophysiology was altered in response to an isogenic bacterial strain lacking the exotoxin haemolysin, revealing the subtle and temporal roles of bacterial virulence factors in vivo. Microdissection and RNA extraction of the injected nephron allowed molecular analysis of prokaryotic and eukaryotic gene expression. The techniques described here can be applied to study the integrated cell communication evoked by a variety of bacterial pathogens, assisting in the design of strategies to combat bacterial infections.


Assuntos
Infecções Bacterianas/patologia , Sistemas Computacionais , Progressão da Doença , Escherichia coli/patogenicidade , Animais , Infecções por Escherichia coli/microbiologia , Infecções por Escherichia coli/patologia , Proteínas de Fluorescência Verde , Processamento de Imagem Assistida por Computador , Peritonite/microbiologia , Peritonite/patologia , Ratos , Infecções Urinárias/microbiologia , Infecções Urinárias/patologia
13.
Nature ; 433(7024): 377-81, 2005 Jan 27.
Artigo em Inglês | MEDLINE | ID: mdl-15674282

RESUMO

Membrane proteins depend on complex translocation machineries for insertion into target membranes. Although it has long been known that an abundance of nonpolar residues in transmembrane helices is the principal criterion for membrane insertion, the specific sequence-coding for transmembrane helices has not been identified. By challenging the endoplasmic reticulum Sec61 translocon with an extensive set of designed polypeptide segments, we have determined the basic features of this code, including a 'biological' hydrophobicity scale. We find that membrane insertion depends strongly on the position of polar residues within transmembrane segments, adding a new dimension to the problem of predicting transmembrane helices from amino acid sequences. Our results indicate that direct protein-lipid interactions are critical during translocon-mediated membrane insertion.


Assuntos
Membrana Celular/metabolismo , Retículo Endoplasmático/metabolismo , Proteínas de Membrana/química , Proteínas de Membrana/metabolismo , Sequência de Aminoácidos , Aminoácidos/análise , Aminoácidos/química , Animais , Linhagem Celular , Membrana Celular/química , Cricetinae , Retículo Endoplasmático/química , Interações Hidrofóbicas e Hidrofílicas , Metabolismo dos Lipídeos , Dados de Sequência Molecular , Fragmentos de Peptídeos/química , Fragmentos de Peptídeos/metabolismo , Estrutura Secundária de Proteína , Transporte Proteico , Canais de Translocação SEC , Eletricidade Estática , Termodinâmica
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