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2.
Bioinform Adv ; 3(1): vbad103, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37600847

RESUMO

Motivation: AliGater is an open-source framework to accelerate the development of bioinformatic pipelines for the analysis of large-scale, high-dimensional flow cytometry data. AliGater provides a Python package for automatic feature extraction workflows, as well as building blocks to construct analysis pipelines. Results: We illustrate the use of AliGater in a high-resolution flow cytometry-based genome-wide association study on 46 immune cell populations in 14 288 individuals. Availability and implementation: Source code and documentation at https://github.com/LudvigEk/aligater and https://aligater.readthedocs.io.

4.
Blood ; 139(11): 1659-1669, 2022 03 17.
Artigo em Inglês | MEDLINE | ID: mdl-35007327

RESUMO

Stem cell transplantation is a cornerstone in the treatment of blood malignancies. The most common method to harvest stem cells for transplantation is by leukapheresis, requiring mobilization of CD34+ hematopoietic stem and progenitor cells (HSPCs) from the bone marrow into the blood. Identifying the genetic factors that control blood CD34+ cell levels could reveal new drug targets for HSPC mobilization. Here we report the first large-scale, genome-wide association study on blood CD34+ cell levels. Across 13 167 individuals, we identify 9 significant and 2 suggestive associations, accounted for by 8 loci (PPM1H, CXCR4, ENO1-RERE, ITGA9, ARHGAP45, CEBPA, TERT, and MYC). Notably, 4 of the identified associations map to CXCR4, showing that bona fide regulators of blood CD34+ cell levels can be identified through genetic variation. Further, the most significant association maps to PPM1H, encoding a serine/threonine phosphatase never previously implicated in HSPC biology. PPM1H is expressed in HSPCs, and the allele that confers higher blood CD34+ cell levels downregulates PPM1H. Through functional fine-mapping, we find that this downregulation is caused by the variant rs772557-A, which abrogates an MYB transcription factor-binding site in PPM1H intron 1 that is active in specific HSPC subpopulations, including hematopoietic stem cells, and interacts with the promoter by chromatin looping. Furthermore, PPM1H knockdown increases the proportion of CD34+ and CD34+90+ cells in cord blood assays. Our results provide the first large-scale analysis of the genetic architecture of blood CD34+ cell levels and warrant further investigation of PPM1H as a potential inhibition target for stem cell mobilization.


Assuntos
Estudo de Associação Genômica Ampla , Células-Tronco Hematopoéticas , Antígenos CD34/metabolismo , Mobilização de Células-Tronco Hematopoéticas , Células-Tronco Hematopoéticas/metabolismo , Humanos
5.
Nat Commun ; 13(1): 151, 2022 01 10.
Artigo em Inglês | MEDLINE | ID: mdl-35013207

RESUMO

Thousands of non-coding variants have been associated with increased risk of human diseases, yet the causal variants and their mechanisms-of-action remain obscure. In an integrative study combining massively parallel reporter assays (MPRA), expression analyses (eQTL, meQTL, PCHiC) and chromatin accessibility analyses in primary cells (caQTL), we investigate 1,039 variants associated with multiple myeloma (MM). We demonstrate that MM susceptibility is mediated by gene-regulatory changes in plasma cells and B-cells, and identify putative causal variants at six risk loci (SMARCD3, WAC, ELL2, CDCA7L, CEP120, and PREX1). Notably, three of these variants co-localize with significant plasma cell caQTLs, signaling the presence of causal activity at these precise genomic positions in an endogenous chromosomal context in vivo. Our results provide a systematic functional dissection of risk loci for a hematologic malignancy.


Assuntos
Linfócitos B/patologia , DNA Intergênico/genética , Predisposição Genética para Doença , Mieloma Múltiplo/genética , Proteínas de Neoplasias/genética , Plasmócitos/patologia , Proteínas Adaptadoras de Transdução de Sinal/genética , Proteínas Adaptadoras de Transdução de Sinal/imunologia , Protocolos de Quimioterapia Combinada Antineoplásica , Linfócitos B/imunologia , Sequência de Bases , Proteínas de Ciclo Celular/genética , Proteínas de Ciclo Celular/imunologia , Cromatina/química , Cromatina/imunologia , Proteínas Cromossômicas não Histona/genética , Proteínas Cromossômicas não Histona/imunologia , DNA Intergênico/imunologia , Regulação Neoplásica da Expressão Gênica , Fatores de Troca do Nucleotídeo Guanina/genética , Fatores de Troca do Nucleotídeo Guanina/imunologia , Humanos , Padrões de Herança , Mieloma Múltiplo/tratamento farmacológico , Mieloma Múltiplo/imunologia , Mieloma Múltiplo/patologia , Proteínas de Neoplasias/imunologia , Plasmócitos/imunologia , Polimorfismo Genético , Cultura Primária de Células , Locos de Características Quantitativas , Proteínas Repressoras/genética , Proteínas Repressoras/imunologia , Medição de Risco , Fatores de Elongação da Transcrição/genética , Fatores de Elongação da Transcrição/imunologia
7.
Blood Cancer J ; 11(4): 76, 2021 04 19.
Artigo em Inglês | MEDLINE | ID: mdl-33875642

RESUMO

Multiple myeloma (MM) is caused by the uncontrolled, clonal expansion of plasma cells. While there is epidemiological evidence for inherited susceptibility, the molecular basis remains incompletely understood. We report a genome-wide association study totalling 5,320 cases and 422,289 controls from four Nordic populations, and find a novel MM risk variant at SOHLH2 at 13q13.3 (risk allele frequency = 3.5%; odds ratio = 1.38; P = 2.2 × 10-14). This gene encodes a transcription factor involved in gametogenesis that is normally only weakly expressed in plasma cells. The association is represented by 14 variants in linkage disequilibrium. Among these, rs75712673 maps to a genomic region with open chromatin in plasma cells, and upregulates SOHLH2 in this cell type. Moreover, rs75712673 influences transcriptional activity in luciferase assays, and shows a chromatin looping interaction with the SOHLH2 promoter. Our work provides novel insight into MM susceptibility.


Assuntos
Fatores de Transcrição Hélice-Alça-Hélice Básicos/genética , Mieloma Múltiplo/genética , Idoso , Feminino , Frequência do Gene , Predisposição Genética para Doença , Estudo de Associação Genômica Ampla , Células Germinativas/metabolismo , Mutação em Linhagem Germinativa , Humanos , Desequilíbrio de Ligação , Masculino , Polimorfismo de Nucleotídeo Único
8.
Nat Biotechnol ; 39(6): 754-764, 2021 06.
Artigo em Inglês | MEDLINE | ID: mdl-33574609

RESUMO

Is the oncogene MYC upregulated or hyperactive? In the majority of human cancers, finding agents that target c-MYC has proved difficult. Here we report specific bacterial effector molecules that inhibit cellular MYC (c-MYC) in human cells. We show that uropathogenic Escherichia coli (UPEC) degrade the c-MYC protein and attenuate MYC expression in both human cells and animal tissues. c-MYC protein was rapidly degraded by both cell-free bacterial lysates and the purified bacterial protease Lon. In mice, intravesical or peroral delivery of Lon protease delayed tumor progression and increased survival in MYC-dependent bladder and colon cancer models, respectively. These results suggest that bacteria have evolved strategies to control c-MYC tissue levels in the host and that the Lon protease shows promise for therapeutic targeting of c-MYC in cancer.


Assuntos
Neoplasias do Colo/patologia , Genes myc , Neoplasias da Bexiga Urinária/patologia , Escherichia coli Uropatogênica/enzimologia , Doença Aguda , Animais , Modelos Animais de Doenças , Infecções por Escherichia coli/patologia , Deleção de Genes , Camundongos , Nefrite/genética
9.
Sci Rep ; 8(1): 11015, 2018 07 20.
Artigo em Inglês | MEDLINE | ID: mdl-30030504

RESUMO

The nervous system is engaged by infection, indirectly through inflammatory cascades or directly, by bacterial attack on nerve cells. Here we identify a neuro-epithelial activation loop that participates in the control of mucosal inflammation and pain in acute cystitis. We show that infection activates Neurokinin-1 receptor (NK1R) and Substance P (SP) expression in nerve cells and bladder epithelial cells in vitro and in vivo in the urinary bladder mucosa. Specific innate immune response genes regulated this mucosal response, and single gene deletions resulted either in protection (Tlr4-/- and Il1b-/- mice) or in accentuated bladder pathology (Asc-/- and Nlrp3-/- mice), compared to controls. NK1R/SP expression was lower in Tlr4-/- and Il1b-/- mice than in C56BL/6WT controls but in Asc-/- and Nlrp3-/- mice, NK1R over-activation accompanied the exaggerated disease phenotype, due, in part to transcriptional de-repression of Tacr1. Pharmacologic NK1R inhibitors attenuated acute cystitis in susceptible mice, supporting a role in disease pathogenesis. Clinical relevance was suggested by elevated urine SP levels in patients with acute cystitis, compared to patients with asymptomatic bacteriuria identifying NK1R/SP as potential therapeutic targets. We propose that NK1R and SP influence the severity of acute cystitis through a neuro-epithelial activation loop that controls pain and mucosal inflammation.


Assuntos
Cistite/patologia , Células Neuroepiteliais/fisiologia , Receptores da Neurocinina-1/metabolismo , Adulto , Animais , Cistite/imunologia , Feminino , Expressão Gênica/efeitos dos fármacos , Humanos , Imunidade nas Mucosas/fisiologia , Inflamação/patologia , Interleucina-1beta/genética , Macrófagos , Masculino , Camundongos , Camundongos Endogâmicos C57BL , Mucosite/patologia , Músculo Liso/metabolismo , Células Neuroepiteliais/metabolismo , Neutrófilos , Dor/patologia , Substância P/metabolismo , Receptor 4 Toll-Like/genética , Bexiga Urinária/metabolismo , Bexiga Urinária/patologia
10.
PLoS Pathog ; 12(10): e1005848, 2016 10.
Artigo em Inglês | MEDLINE | ID: mdl-27732661

RESUMO

Tissue damage is usually regarded as a necessary price to pay for successful elimination of pathogens by the innate immune defense. Yet, it is possible to distinguish protective from destructive effects of innate immune activation and selectively attenuate molecular nodes that create pathology. Here, we identify acute cystitis as an Interleukin-1 beta (IL-1ß)-driven, hyper-inflammatory condition of the infected urinary bladder and IL-1 receptor blockade as a novel therapeutic strategy. Disease severity was controlled by the mechanism of IL-1ß processing and mice with intact inflammasome function developed a moderate, self-limiting form of cystitis. The most severe form of acute cystitis was detected in mice lacking the inflammasome constituents ASC or NLRP-3. IL-1ß processing was hyperactive in these mice, due to a new, non-canonical mechanism involving the matrix metalloproteinase 7- (MMP-7). ASC and NLRP-3 served as transcriptional repressors of MMP7 and as a result, Mmp7 was markedly overexpressed in the bladder epithelium of Asc-/- and Nlrp3-/- mice. The resulting IL-1ß hyper-activation loop included a large number of IL-1ß-dependent pro-inflammatory genes and the IL-1 receptor antagonist Anakinra inhibited their expression and rescued susceptible Asc-/- mice from bladder pathology. An MMP inhibitor had a similar therapeutic effect. Finally, elevated levels of IL-1ß and MMP-7 were detected in patients with acute cystitis, suggesting a potential role as biomarkers and immunotherapeutic targets. The results reproduce important aspects of human acute cystitis in the murine model and provide a comprehensive molecular framework for the pathogenesis and immunotherapy of acute cystitis, one of the most common infections in man. TRIAL REGISTRATION: The clinical studies were approved by the Human Ethics Committee at Lund University (approval numbers LU106-02, LU236-99 and Clinical Trial Registration RTP-A2003, International Committee of Medical Journal Editors, www.clinicaltrials.gov).


Assuntos
Cistite/genética , Cistite/imunologia , Interleucina-1beta/imunologia , Metaloproteinase 7 da Matriz/imunologia , Doença Aguda , Animais , Western Blotting , Modelos Animais de Doenças , Ensaio de Desvio de Mobilidade Eletroforética , Ensaio de Imunoadsorção Enzimática , Feminino , Humanos , Imuno-Histoquímica , Imunoprecipitação , Interleucina-1beta/genética , Masculino , Metaloproteinase 7 da Matriz/genética , Camundongos , Camundongos Endogâmicos C57BL , Microscopia Confocal , Reação em Cadeia da Polimerase , Transcriptoma , Transfecção
11.
Sci Transl Med ; 8(336): 336ra59, 2016 04 27.
Artigo em Inglês | MEDLINE | ID: mdl-27122612

RESUMO

Boosting innate immunity represents an important therapeutic alternative to antibiotics. However, the molecular selectivity of this approach is a major concern because innate immune responses often cause collateral tissue damage. We identify the transcription factor interferon regulatory factor 7 (IRF-7), a heterodimer partner of IRF-3, as a target for non-antibiotics-based therapy of bacterial infections. We found that the efficient and self-limiting innate immune response to bacterial infection relies on a tight balance between IRF-3 and IRF-7. Deletion of Irf3 resulted in overexpression of Irf7 and led to an IRF-7-driven hyperinflammatory phenotype, which was entirely prevented if Irf7 was deleted. We then identified a network of strongly up-regulated, IRF-7-dependent genes in Irf3(-/-) mice with kidney pathology, which was absent in Irf7(-/-) mice. IRF-3 and IRF-7 from infected kidney cell nuclear extracts were shown to bind OAS1, CCL5, and IFNB1 promoter oligonucleotides. These data are consistent in children with low IRF7 expression in the blood: attenuating IRF7 promoter polymorphisms (rs3758650-T and rs10902179-G) negatively associated with recurrent pyelonephritis. Finally, we identified IRF-7 as a target for immunomodulatory therapy. Administering liposomal Irf7 siRNA to Irf3(-/-) mice suppressed mucosal IRF-7 expression, and the mice were protected against infection and renal tissue damage. These findings offer a response to the classical but unresolved question of "good versus bad inflammation" and identify IRF7 as a therapeutic target for protection against bacterial infection.


Assuntos
Infecções Bacterianas/imunologia , Imunidade Inata/fisiologia , Fator Regulador 7 de Interferon/metabolismo , Animais , Infecções Bacterianas/metabolismo , Feminino , Regulação da Expressão Gênica/genética , Regulação da Expressão Gênica/fisiologia , Humanos , Imunidade Inata/genética , Fator Regulador 3 de Interferon/genética , Fator Regulador 3 de Interferon/metabolismo , Fator Regulador 7 de Interferon/genética , Rim/metabolismo , Camundongos , Camundongos Endogâmicos C57BL , Pielonefrite/genética , Pielonefrite/metabolismo , Transdução de Sinais/genética , Transdução de Sinais/fisiologia
12.
Folia Microbiol (Praha) ; 61(1): 1-10, 2016 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-26016849

RESUMO

The aim of this study was a reliable intra-species discrimination and strain biodiversity in Oenococcus oeni populations of two different Aglianico wineries by molecular, biochemical, and physiological characterization. Pulsed field gel electrophoresis (PFGE) analysis revealed a high polymorphism related to the origin (winery) of strains, while differential display PCR (DD-PCR) allowed a further discrimination of strains from the same winery. Moreover, the heterogeneity of these natural populations was investigated by capillary electrophoresis and enzymatic assays. A variability related to a different surface charge distribution was observed among strains, linked to their origin. Malolactic activity study evidenced strain-specific differences in malic acid degradation, and then, only the presence of L(-)-malic acid in the medium induced the mle gene. This study provided evidences on the importance of intra-species biodiversity of malolactic bacterial populations in wine ecosystems, as each wine possess peculiar winemaking conditions and physical-chemical properties which make specific the bacterial survival and growth. This study highlighted a great biodiversity among O. oeni strains that can be also winery specific. Such biodiversity within a certain winery and winemaking area is important for selecting malolactic starters, and strain-specific trait identification is especially important to match individual strains to specific industrial process.


Assuntos
Biodiversidade , Oenococcus/classificação , Oenococcus/isolamento & purificação , Polimorfismo Genético , Vinho/microbiologia , Malatos/metabolismo , Tipagem Molecular , Oenococcus/genética , Oenococcus/fisiologia
13.
Folia Microbiol (Praha) ; 60(1): 61-7, 2015 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-25147054

RESUMO

Twenty-two Brevibacterium linens strains isolated from 'Pecorino di Filiano' cheese ripened in two different environments (natural cave and storeroom) were characterized and differentiated for features of technological interest and by genotypic methods, in order to select strains with specific features to be used as surface starter cultures. Results showed significant differences among strains on the basis of physiological and technological features, indicating heterogeneity within the species. A middle-low level of proteolytic activity was observed in 27.3 % of strains, while a small group (9.1 %) showed a high ability. Lipolytic activity was observed at three different temperatures and the highest value was detected at 20 °C with 13.6 % of strains, while an increase in temperature produced a slightly lower lipolysis in all strains. The evaluation of diacetyl production revealed that only 22.8 % of strains showed this ability, and most of them were isolated from product ripened in the natural cave. All strains exhibited only leu-aminopeptidase activity, with values more elevated in strains coming from the natural cave product. The combined analysis of genotypic results with the data obtained by the features of technological interest study established that the random amplified polymorphic DNA (RAPD) clusters obtained were composed not only of different genotypes but of different profiles based on technological properties too. This study demonstrated the importance of the ripening environment that affects the typical features of the artisanal product, leading to the selection of a specific surface microflora. Characterized strains could be associated within surface starters to standardize the production process of cheese, but preserving its typical organoleptic and sensory characteristics and improving the quality of the final product.


Assuntos
Brevibacterium/metabolismo , Queijo/microbiologia , Microbiologia de Alimentos , Leite/microbiologia , Animais , Proteínas de Bactérias/metabolismo , Brevibacterium/enzimologia , Brevibacterium/genética , Brevibacterium/isolamento & purificação , Bovinos , Meio Ambiente , Microbiologia Ambiental , Fermentação , Microbiologia de Alimentos/instrumentação , Microbiologia de Alimentos/métodos , Genótipo
14.
Folia Microbiol (Praha) ; 59(5): 399-408, 2014 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-24627302

RESUMO

In this study, we compared different total protein extraction protocols to achieve highly efficient isolation and purification of total proteins for the specific protein profiling of Oenococcus oeni. The sodium dodecyl sulfate-polyacrylamide gel electrophoresis patterns obtained for the different extraction protocols revealed not only a qualitative similar protein pattern but also quantitative variations with different intensity bands depending on the extraction method used. The selected extraction method added with sonication proved to work extremely well and efficiently and was able to obtain a high-resolution 2-D electrophoresis (2-DE) map. Prominent spots were successfully identified by matrix-assisted laser desorption-ionization time-of-flight mass spectrometry and corresponded to 76 different proteins involved in the main metabolic pathways. The approach allowed to achieve a protein profiling specific for O. oeni from Aglianico wine with numerous characterized protein products corresponding to many different O. oeni genes and associated with main cellular pathways. Further investigations of the 2-DE protein expression profile will provide useful and interesting information on the molecular mechanisms at the protein level responsible for growth and survival of O. oeni in wine.


Assuntos
Proteínas de Bactérias/isolamento & purificação , Biologia Molecular/métodos , Oenococcus/química , Proteínas de Bactérias/análise , Eletroforese em Gel Bidimensional , Eletroforese em Gel de Poliacrilamida , Oenococcus/isolamento & purificação , Espectrometria de Massas por Ionização e Dessorção a Laser Assistida por Matriz , Vinho/microbiologia
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