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1.
BMC Bioinformatics ; 24(1): 198, 2023 May 15.
Artigo em Inglês | MEDLINE | ID: mdl-37189058

RESUMO

BACKGROUND: There is an increasing interest in the use of Deep Learning (DL) based methods as a supporting analytical framework in oncology. However, most direct applications of DL will deliver models with limited transparency and explainability, which constrain their deployment in biomedical settings. METHODS: This systematic review discusses DL models used to support inference in cancer biology with a particular emphasis on multi-omics analysis. It focuses on how existing models address the need for better dialogue with prior knowledge, biological plausibility and interpretability, fundamental properties in the biomedical domain. For this, we retrieved and analyzed 42 studies focusing on emerging architectural and methodological advances, the encoding of biological domain knowledge and the integration of explainability methods. RESULTS: We discuss the recent evolutionary arch of DL models in the direction of integrating prior biological relational and network knowledge to support better generalisation (e.g. pathways or Protein-Protein-Interaction networks) and interpretability. This represents a fundamental functional shift towards models which can integrate mechanistic and statistical inference aspects. We introduce a concept of bio-centric interpretability and according to its taxonomy, we discuss representational methodologies for the integration of domain prior knowledge in such models. CONCLUSIONS: The paper provides a critical outlook into contemporary methods for explainability and interpretability used in DL for cancer. The analysis points in the direction of a convergence between encoding prior knowledge and improved interpretability. We introduce bio-centric interpretability which is an important step towards formalisation of biological interpretability of DL models and developing methods that are less problem- or application-specific.


Assuntos
Aprendizado Profundo , Neoplasias , Humanos , Neoplasias/genética , Oncologia , Evolução Biológica , Biologia
2.
Biochem Biophys Res Commun ; 679: 145-159, 2023 10 30.
Artigo em Inglês | MEDLINE | ID: mdl-37696068

RESUMO

Podocytes are sensitive to insulin, which governs the functional and structural integrity of podocytes that are essential for proper function of the glomerular filtration barrier. Lysosomes are acidic organelles that are implicated in regulation of the insulin signaling pathway. Cathepsin D (CTPD) and lysosome-associated membrane protein 1 (LAMP1) are major lysosomal proteins that reflect the functional state of lysosomes. However, the effect of insulin on lysosome activity and role of lysosomes in the regulation of insulin-dependent glucose uptake in podocytes are unknown. Our studies showed that the short-term incubation of podocytes with insulin decreased LAMP1 and CTPD mRNA levels. Insulin and bafilomycin A1 reduced both the amounts of LAMP1 and CTPD proteins and activity of CTPD, which were associated with a decrease in the fluorescence intensity of lysosomes that were labeled with LysoTracker. Bafilomycin A1 inhibited insulin-dependent endocytosis of the insulin receptor and increased the amounts of the insulin receptor and glucose transporter 4 on the cell surface of podocytes. Bafilomycin A1 also inhibited insulin-dependent glucose uptake despite an increase in the amount of glucose transporter 4 in the plasma membrane of podocytes. These results suggest that lysosomes are signaling hubs that may be involved in the coupling of insulin signaling with the regulation of glucose uptake in podocytes. The dysregulation of this mechanism can lead to the dysfunction of podocytes and development of insulin resistance.


Assuntos
Podócitos , Ratos , Animais , Podócitos/metabolismo , Insulina/metabolismo , Receptor de Insulina/metabolismo , Fatores de Transcrição/metabolismo , Lisossomos/metabolismo , Transdução de Sinais , Glucose/metabolismo , Proteínas Facilitadoras de Transporte de Glucose/metabolismo
3.
Anal Biochem ; 681: 115337, 2023 11 15.
Artigo em Inglês | MEDLINE | ID: mdl-37783443

RESUMO

ADAM17 (a disintegrin and metalloproteinase 17) is a sheddase that releases various types of membrane-associated proteins, including adhesive molecules, cytokines and their receptors, and inflammatory mediators. Evidence suggests that the enzyme is involved in the proteolytic cleavage of antiaging transmembrane protein Klotho (KL). What is more, reduced serum and urinary KL levels are observed in the early stages of chronic kidney disease. This study aimed to optimise the ADAM17 specific and selective fluorescent substrates. Then, the obtained substrate was used to detect the enzyme in urine samples of patients diagnosed with diabetes. It turned out that in all cases we were able to detect proteolytic activity, which was the opposite of the healthy samples.


Assuntos
Diabetes Mellitus , Humanos , Proteína ADAM17 , Diabetes Mellitus/diagnóstico , Proteínas de Membrana , Proteólise
4.
J Biomed Inform ; 142: 104367, 2023 06.
Artigo em Inglês | MEDLINE | ID: mdl-37105509

RESUMO

Cytokine release syndrome (CRS), also known as cytokine storm, is one of the most consequential adverse effects of chimeric antigen receptor therapies that have shown otherwise promising results in cancer treatment. When emerging, CRS could be identified by the analysis of specific cytokine and chemokine profiles that tend to exhibit similarities across patients. In this paper, we exploit these similarities using machine learning algorithms and set out to pioneer a meta-review informed method for the identification of CRS based on specific cytokine peak concentrations and evidence from previous clinical studies. To this end we also address a widespread challenge of the applicability of machine learning in general: reduced training data availability. We do so by augmenting available (but often insufficient) patient cytokine concentrations with statistical knowledge extracted from domain literature. We argue that such methods could support clinicians in analyzing suspect cytokine profiles by matching them against the said CRS knowledge from past clinical studies, with the ultimate aim of swift CRS diagnosis. We evaluate our proposed methods under several design choices, achieving performance of more than 90% in terms of CRS identification accuracy, and showing that many of our choices outperform a purely data-driven alternative. During evaluation with real-world CRS clinical data, we emphasize the potential of our proposed method of producing interpretable results, in addition to being effective in identifying the onset of cytokine storm.


Assuntos
Receptores de Antígenos Quiméricos , Humanos , Terapia Baseada em Transplante de Células e Tecidos , Síndrome da Liberação de Citocina/diagnóstico , Citocinas , Imunoterapia Adotiva/métodos
5.
Medicina (Kaunas) ; 59(2)2023 Jan 19.
Artigo em Inglês | MEDLINE | ID: mdl-36837399

RESUMO

Urinary tract infections (UTIs) are the most prevalent complications in kidney transplant (KTx) recipients. The most frequent finding in this group of patients is asymptomatic bacteriuria (ASB). Here, we provide an overview of the available evidence regarding ASB in KTx recipients, including its etiopathology, clinical impact and management. There is a growing body of evidence from clinical trials that screening for and treating ASB is not beneficial in most KTx recipients. However, there are insufficient data to recommend or discourage the use of a "screen-and-treat strategy" for ASB during the first 1-2 months post-transplant or in the case of an indwelling urinary catheter. Despite its frequency, ASB after KTx is still an understudied phenomenon.


Assuntos
Bacteriúria , Transplante de Rim , Infecções Urinárias , Humanos , Transplante de Rim/efeitos adversos , Antibacterianos/uso terapêutico , Infecções Urinárias/tratamento farmacológico , Transplantados
6.
Cell Mol Life Sci ; 78(4): 1577-1596, 2021 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-32696070

RESUMO

Polyglutamine (polyQ) diseases are incurable neurological disorders caused by CAG repeat expansion in the open reading frames (ORFs) of specific genes. This type of mutation in the HTT gene is responsible for Huntington's disease (HD). CAG repeat-targeting artificial miRNAs (art-miRNAs) were shown as attractive therapeutic approach for polyQ disorders as they caused allele-selective decrease in the level of mutant proteins. Here, using polyQ disease models, we aimed to demonstrate how miRNA-based gene expression regulation is dependent on target sequence features. We show that the silencing efficiency and selectivity of art-miRNAs is influenced by the localization of the CAG repeat tract within transcript and the specific sequence context. Furthermore, we aimed to reveal the events leading to downregulation of mutant polyQ proteins and found very rapid activation of translational repression and HTT transcript deadenylation. Slicer-activity of AGO2 was dispensable in this process, as determined in AGO2 knockout cells generated with CRISPR-Cas9 technology. We also showed highly allele-selective downregulation of huntingtin in human HD neural progenitors (NPs). Taken together, art-miRNA activity may serve as a model of the cooperative activity and targeting of ORF regions by endogenous miRNAs.


Assuntos
Proteínas Argonautas/genética , Proteína Huntingtina/genética , Doença de Huntington/terapia , MicroRNAs/genética , Alelos , Sistemas CRISPR-Cas/genética , Técnicas de Inativação de Genes , Humanos , Doença de Huntington/genética , Doença de Huntington/patologia , MicroRNAs/síntese química , MicroRNAs/farmacologia , Mutação/genética , Fases de Leitura Aberta/genética , Peptídeos/genética , Biossíntese de Proteínas/efeitos dos fármacos , Interferência de RNA , Expansão das Repetições de Trinucleotídeos/efeitos dos fármacos , Expansão das Repetições de Trinucleotídeos/genética
7.
Pol Merkur Lekarski ; 50(295): 25-29, 2022 02 22.
Artigo em Inglês | MEDLINE | ID: mdl-35278294

RESUMO

Optical betablockers (BBs), including nonselective BB timolol, are commonly used for the management of primary open angle glaucoma and ocular hypertension. About 80% of topically administered timolol is systemically absorbed, which can rarely induce such complications as bradycardia, bronchospasm and depression. A CASE REPORT: The authors describe a case of a 67-year-old female referred because of significant bradycardia and a suggestion of pacemaker implantation. She had no cardiovascular history besides hyperlipidemia and mild hyperglycemia, so her previous treatment was focused on glaucoma due to which she had been using optical timolol for several years. Moreover, she suffered from depression which was treated with venlafaxine and sertraline. Over a few months, she started feeling weak and dizzy. Her daily heart rate (HR) markedly decreased to 40-45/min. 24-hour ECG monitoring revealed multiple episodes of nodal rhythm and of sinoatrial block and the lowest HR of 33/min; bradycardia defined as HR less than 45/min constituted over 40% of the time recorded. Close observation with repeated 24-hour ECG monitoring after timolol discontinuation showed lasting several-daylong gradual bradycardia remission; after 2, 9, 16 and 23 days, bradycardia constituted 19.9%, 13.9%, 0.2% and 0% of the time recorded, respectively. Genetic testing of cytochrome P450 2D6 revealed the presence of the c.506 -1G>A variant with one non-functional allele (CYP2D6 *4/-) which might have slowed down timolol metabolism in the context of simultaneous antidepressants use, so venlafaxine and sertraline were reduced. However, during follow-up, incremental bradycardia relapse, suggestive of an underlying sinus node dysfunction, was observed.


Assuntos
Glaucoma de Ângulo Aberto , Timolol , Antagonistas Adrenérgicos beta , Idoso , Bradicardia/induzido quimicamente , Feminino , Humanos , Recidiva , Timolol/efeitos adversos
8.
Pol Merkur Lekarski ; 50(299): 312-317, 2022 Oct 21.
Artigo em Inglês | MEDLINE | ID: mdl-36283016

RESUMO

Native heart valve thrombosis (NHVT) is a rare valvular pathology, usually associated with prothrombotic state or disturbed intracardiac blood flow related to structural valve abnormalities. While different venous and arterial thromboembolic complications of COVID-19 have been widely described, so far NHVT has not been reported in the context of the disease. The authors describe 4 cases of NHVT associated with COVID-19, revealed on aortic, mitral (2 patients) and tricuspid valve. In a 29-yearold male with mild pneumonia, large thrombus developed on bicuspid aortic valve (BAV), which resulted in fatal brain emboli. In a 76-yearold male with a history of rheumatoid arthritis (RA) being in a recovery period after COVID-19, central retinal artery occlusion (CRAO) was the first sign of mitral valve thrombus, which disappeared after 3 weeks, during apixaban use. Such therapy was also successful in a 46-yearold female with multiple cardiovascular risk factors in whom mitral valve thrombus was found in a routine echocardiography after she got COVID-19 the third time. In a 75-year-old man with moderate COVID-19 pneumonia and bacterial coinfection, coexistent transient focal LV dysfunction and tricuspid valve thrombus were observed. The patient was treated with apixaban as well; however, in this case only reduction in the thrombus size was seen after 4 months therapy. The authors indicate that in patients with COVID-19 and NHVT, other prothrombotic conditions can usually be found. This complication may involve different valves and occur irrespective of COVID-19 severity. Interdisciplinary evaluation of such patients is necessary.


Assuntos
COVID-19 , Trombose Coronária , Cardiopatias , Humanos , Masculino , Feminino , Pessoa de Meia-Idade , Idoso , Adulto , COVID-19/complicações , Valva Mitral , Valva Tricúspide
9.
Electrophoresis ; 42(20): 2010-2017, 2021 10.
Artigo em Inglês | MEDLINE | ID: mdl-34015152

RESUMO

The capillary zone electrophoresis (CZE) has recently been proposed by our group as a novel technique for outer membrane vesicles (OMVs) characterization (J. Chromatography 1621 (2020) 461047). In present work the impact of selected parameters of CZE method on OMVs isolates analysis was assessed. It was shown that the extension of sample injection plug length significantly improves the detectability of macromolecular aggregates in CZE. Moreover, a negligible adsorption of OMVs to both uncoated and polymer-modified (poly(DMA-GMA-MAPS)) capillary walls was proven. Finally, the relaxation effect as well as deformation/polarization of vesicles were demonstrated to affect OMVs electrophoretic mobility. The significance of these findings was discussed.


Assuntos
Membrana Externa Bacteriana , Eletroforese Capilar , Polímeros , Adsorção , Pectobacterium
10.
BMC Vet Res ; 17(1): 174, 2021 Apr 26.
Artigo em Inglês | MEDLINE | ID: mdl-33902588

RESUMO

BACKGROUND: Cystic endometrial hyperplasia-pyometra complex (CEH-P) is one of the most common uteropathies in bitches. In diseases with mild or obscure clinical signs and normal uterine size, a diagnosis based on a clinical assessment might be incorrect. The main aim of the research was to determine the morphological variables accompanying uterine diseases in bitches in microscopic evaluation. Consequently, the obtained results can be used to create a new classification system for uterine pathological changes during the development of the CEH-P, diagnosed by microscopic examination in bitches. Material for the study consisted of the uteri of 120 female dogs, aged 1-16 years, obtained during routine ovariohysterectomies. Macroscopic observation after a longitudinal incision of the uterine horns, allowed a preliminary classification of the uteri into research groups: control group (physiological uteri), and groups GI-III uteri collected form bitches with varying degrees of endometrial pathology. These preliminary classifications were then verified by histological analysis (H&E stain). RESULTS: The obtained results made it possible to determine and describe the prevalence (%) of pathological changes characteristic of the analyzed uterine diseases in the examined bitches. Histopathological analyses that were conducted have confirmed preliminary macroscopic evaluation for the control group, group GII (CEH), and group GIII (pyometra). In the uteri of the GI group, a severe congestion of the endometrium has been observed - this is typical of inflammation - which was not confirmed during histopathological examinations. However, these examinations revealed acute endometrial haemorrhage of varying severity. CONCLUSIONS: Early reproduction disorders in bitches are, in general, not confirmed by clinical signs in the examined animals. The results show that during classification of typical morphological changes in the endometrium over the development of the CEH-P complex in bitches microscopic examinations are required. The obtained results indicate a frequent lack of consistency in the macroscopic assessment and histological analysis of the endometrium, observed in the analyzed uterine diseases, which in most cases is not followed by clinical symptoms. The presented classification of uterine diseases may be useful as a diagnostic tool in reproductive disorders in bitches and in examination in the field of basic research.


Assuntos
Doenças do Cão/patologia , Hiperplasia Endometrial/veterinária , Piometra/veterinária , Animais , Cães , Hiperplasia Endometrial/patologia , Feminino , Prevalência , Piometra/patologia , Útero/patologia
11.
Int J Mol Sci ; 22(5)2021 Mar 04.
Artigo em Inglês | MEDLINE | ID: mdl-33806461

RESUMO

The present study aimed to synthesize novel polycationic polymers composed of N-substituted L-2,3-diaminopropionic acid residues (DAPEGs) and investigate their cell permeability, cytotoxicity, and DNA-binding ability. The most efficient cell membrane-penetrating compounds (O2Oc-Dap(GO2)n-O2Oc-NH2, where n = 4, 6, and 8) showed dsDNA binding with a binding constant in the micromolar range (0.3, 3.4, and 0.19 µM, respectively) and were not cytotoxic to HB2 and MDA-MB-231 cells. Selected compounds used in the transfection of a GFP plasmid showed high transfection efficacy and minimal cytotoxicity. Their interaction with plasmid DNA and the increasing length of the main chain of tested compounds strongly influenced the organization and shape of the flower-like nanostructures formed, which were unique for 5/6-FAM-O2Oc-[Dap(GO2)]8-O2Oc-NH2 and typical for large proteins.


Assuntos
Permeabilidade da Membrana Celular/fisiologia , Ácidos Nucleicos/metabolismo , Polímeros/farmacologia , beta-Alanina/análogos & derivados , Linhagem Celular , Linhagem Celular Tumoral , Humanos , Nanoestruturas/química , Plasmídeos/metabolismo , Transfecção/métodos , beta-Alanina/farmacologia
12.
Int J Mol Sci ; 22(4)2021 Feb 04.
Artigo em Inglês | MEDLINE | ID: mdl-33557131

RESUMO

Among the main challenges in further advancing therapeutic strategies for Huntington's disease (HD) is the development of biomarkers which must be applied to assess the efficiency of the treatment. HD is a dreadful neurodegenerative disorder which has its source of pathogenesis in the central nervous system (CNS) but is reflected by symptoms in the periphery. Visible symptoms include motor deficits and slight changes in peripheral tissues, which can be used as hallmarks for prognosis of the course of HD, e.g., the onset of the disease symptoms. Knowing how the pathology develops in the context of whole organisms is crucial for the development of therapy which would be the most beneficial for patients, as well as for proposing appropriate biomarkers to monitor disease progression and/or efficiency of treatment. We focus here on molecular peripheral biomarkers which could be used as a measurable outcome of potential therapy. We present and discuss a list of wet biomarkers which have been proposed in recent years to measure pre- and postsymptomatic HD. Interestingly, investigation of peripheral biomarkers in HD can unravel new aspects of the disease pathogenesis. This especially refers to inflammatory proteins or specific immune cells which attract scientific attention in neurodegenerative disorders.


Assuntos
Biomarcadores , Doença de Huntington/diagnóstico , Doença de Huntington/metabolismo , Tomada de Decisão Clínica , Gerenciamento Clínico , Progressão da Doença , Humanos , Proteína Huntingtina/genética , Proteína Huntingtina/metabolismo , Doença de Huntington/etiologia , Doença de Huntington/terapia , Mutação , Estresse Oxidativo , Prognóstico , RNA Mensageiro/metabolismo
13.
Int J Mol Sci ; 21(7)2020 Mar 31.
Artigo em Inglês | MEDLINE | ID: mdl-32244300

RESUMO

This work describes the chemical synthesis, combinatorial selection, and enzymatic evaluation of peptidomimetic fluorescent substrates specific for the trypsin-like (ß2) subunit of the 20S human proteasome. After deconvolution of a library comprising nearly 6000 compounds composed of peg substituted diaminopropionic acid DAPEG building blocks, the sequence ABZ-Dap(O2(Cbz))-Dap(GO1)-Dap(O2(Cbz))-Arg-ANB-NH2, where ABZ is 2-aminobenzoic acid, and ANB- 5 amino 2- nitro benzoic acid was selected. Its cleavage followed sigmoidal kinetics, characteristic for allosteric enzymes, with Km = 3.22 ± 0.02 µM, kcat = 245 s-1, and kcat/Km = 7.61 × 107 M-1 s-1. This process was practically halted when a selective inhibitor of the ß2 subunit of the 20S human proteasome was supplemented to the reaction system. Titration of the substrate resulting in decreased amounts of proteasome 20S produced a linear signal up to 10-11 M. Using this substrate, we detected human proteasome 20S in human urine samples taken from the bladders of cancer patients. This observation could be useful for the noninvasive diagnosis of this severe disease.


Assuntos
Corantes Fluorescentes/química , Peptidomiméticos/química , Complexo de Endopeptidases do Proteassoma/metabolismo , Tripsina/isolamento & purificação , Humanos , Cinética , Modelos Moleculares , Correpressor 1 de Receptor Nuclear , Complexo de Endopeptidases do Proteassoma/química , Especificidade por Substrato , Neoplasias da Bexiga Urinária/metabolismo , ortoaminobenzoatos/metabolismo
14.
Int J Mol Sci ; 21(12)2020 Jun 19.
Artigo em Inglês | MEDLINE | ID: mdl-32575583

RESUMO

Kallikrein-related peptidases (KLKs) and matrix metalloproteinases (MMPs) are secretory proteinases known to proteolytically process components of the extracellular matrix, modulating the pericellular environment in physiology and in pathologies. The interconnection between these families remains elusive. To assess the cross-activation of these families, we developed a peptide, fusion protein-based exposition system (Cleavage of exposed amino acid sequences, CleavEx) aiming at investigating the potential of KLK14 to recognize and hydrolyze proMMP sequences. Initial assessment identified ten MMP activation domain sequences which were validated by Edman degradation. The analysis revealed that membrane-type MMPs (MT-MMPs) are targeted by KLK14 for activation. Correspondingly, proMMP14-17 were investigated in vitro and found to be effectively processed by KLK14. Again, the expected neo-N-termini of the activated MT-MMPs was confirmed by Edman degradation. The effectiveness of proMMP activation was analyzed by gelatin zymography, confirming the release of fully active, mature MT-MMPs upon KLK14 treatment. Lastly, MMP14 was shown to be processed on the cell surface by KLK14 using murine fibroblasts overexpressing human MMP14. Herein, we propose KLK14-mediated selective activation of cell-membrane located MT-MMPs as an additional layer of their regulation. As both, KLKs and MT-MMPs, are implicated in cancer, their cross-activation may constitute an important factor in tumor progression and metastasis.


Assuntos
Precursores Enzimáticos/metabolismo , Calicreínas/genética , Calicreínas/metabolismo , Metaloproteinase 14 da Matriz/metabolismo , Animais , Linhagem Celular , Membrana Celular/metabolismo , Fibroblastos/citologia , Fibroblastos/metabolismo , Humanos , Hidrólise , Calicreínas/química , Metaloproteinase 14 da Matriz/genética , Camundongos , Porphyromonas gingivalis , Engenharia de Proteínas , Proteínas Recombinantes/metabolismo
15.
Pharmacol Rev ; 68(3): 603-30, 2016 07.
Artigo em Inglês | MEDLINE | ID: mdl-27329045

RESUMO

Proteinase 3 (PR3) has received great scientific attention after its identification as the essential antigenic target of antineutrophil cytoplasm antibodies in Wegener's granulomatosis (now called granulomatosis with polyangiitis). Despite many structural and functional similarities between neutrophil elastase (NE) and PR3 during biosynthesis, storage, and extracellular release, unique properties and pathobiological functions have emerged from detailed studies in recent years. The development of highly sensitive substrates and inhibitors of human PR3 and the creation of PR3-selective single knockout mice led to the identification of nonredundant roles of PR3 in cell death induction via procaspase-3 activation in cell cultures and in mouse models. According to a study in knockout mice, PR3 shortens the lifespan of infiltrating neutrophils in tissues and accelerates the clearance of aged neutrophils in mice. Membrane exposure of active human PR3 on apoptotic neutrophils reprograms the response of macrophages to phagocytosed neutrophils, triggers secretion of proinflammatory cytokines, and undermines immune silencing and tissue regeneration. PR3-induced disruption of the anti-inflammatory effect of efferocytosis may be relevant for not only granulomatosis with polyangiitis but also for other autoimmune diseases with high neutrophil turnover. Inhibition of membrane-bound PR3 by endogenous inhibitors such as the α-1-protease inhibitor is comparatively weaker than that of NE, suggesting that the adverse effects of unopposed PR3 activity resurface earlier than those of NE in individuals with α-1-protease inhibitor deficiency. Effective coverage of PR3 by anti-inflammatory tools and simultaneous inhibition of both PR3 and NE should be most promising in the future.


Assuntos
Anti-Inflamatórios/farmacologia , Fragmentos de Imunoglobulinas/farmacologia , Fragmentos de Imunoglobulinas/uso terapêutico , Mieloblastina/antagonistas & inibidores , Neutrófilos/enzimologia , Inibidores de Proteases/farmacologia , Inibidores de Proteases/uso terapêutico , Animais , Anti-Inflamatórios/uso terapêutico , Apoptose/efeitos dos fármacos , Humanos , Inflamação/tratamento farmacológico , Inflamação/enzimologia , Terapia de Alvo Molecular , Mieloblastina/metabolismo , Neutrófilos/efeitos dos fármacos , Neutrófilos/fisiologia
16.
Int J Mol Sci ; 20(7)2019 Mar 28.
Artigo em Inglês | MEDLINE | ID: mdl-30925705

RESUMO

Kallikrein 13 (KLK13) was first identified as an enzyme that is downregulated in a subset of breast tumors. This serine protease has since been implicated in a number of pathological processes including ovarian, lung and gastric cancers. Here we report the design, synthesis and deconvolution of libraries of internally quenched fluorogenic peptide substrates to determine the specificity of substrate binding subsites of KLK13 in prime and non-prime regions (according to the Schechter and Berger convention). The substrate with the consensus sequential motive ABZ-Val-Arg-Phe-Arg-ANB-NH2 demonstrated selectivity towards KLK13 and was successfully converted into an activity-based probe by the incorporation of a chloromethylketone warhead and biotin bait. The compounds described may serve as suitable tools to detect KLK13 activity in diverse biological samples, as exemplified by overexpression experiments and targeted labeling of KLK13 in cell lysates and saliva. In addition, we describe the development of selective activity-based probes targeting KLK13, to our knowledge the first tool to analyze the presence of the active enzyme in biological samples.


Assuntos
Ensaios Enzimáticos/métodos , Calicreínas/metabolismo , Peptídeos/metabolismo , Sequência de Aminoácidos , Linhagem Celular , Humanos , Cinética , Neoplasias/enzimologia , Biblioteca de Peptídeos , Peptídeos/química , Proteínas Recombinantes/análise , Proteínas Recombinantes/metabolismo , Especificidade por Substrato
17.
Bioconjug Chem ; 29(5): 1576-1583, 2018 05 16.
Artigo em Inglês | MEDLINE | ID: mdl-29641897

RESUMO

Herein, the synthesis and application of functionalized quantum dot-based protease probes is described. Such probes are composed of nontoxic ZnO nanocrystals decorated by amino groups followed by linker and labeled peptide attachment. Spherical NH2-terminated ZnO quantum dots (QDs) with the average size ranging from 4 to 8 nm and strong emission centered at 530 nm were prepared using the sol-gel method. The fluorescence of ZnO QDs was quenched by the BHQ1 moiety present on the N-terminal amino group of the peptide. The enzymatic cleavage of the peptide mediated by the proteinase 3 (PR3) bond resulted in an increase in the QD probe fluorescence. This observation was verified using both model and biological systems; and the picomolar detection limit was found to be more than 30 times lower than that of the previously reported internally quenched peptide (a decrease in detection limit from 43 to 1.3 pmol was observed).


Assuntos
Corantes Fluorescentes/química , Mieloblastina/análise , Peptídeos/química , Pontos Quânticos/química , Óxido de Zinco/química , Ensaios Enzimáticos/métodos , Fluorescência , Humanos , Limite de Detecção , Proteólise
18.
Appl Microbiol Biotechnol ; 102(2): 713-721, 2018 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-29103168

RESUMO

The DNA coding sequence of TaqStoffel polymerase was fused with the DNA-binding domain of Pyrococcus furiosus ligase. The resulting novel recombinant gene was cloned and expressed in E. coli. The recombinant enzyme was purified and its enzymatic features were studied. The fusion protein (PfuDBDlig-TaqS) was found to have enhanced processivity as a result of the conversion of the TaqDNA polymerase from a relatively low processive to a highly processive enzyme. The abovementioned processivity enhancement was about threefold as compared to the recombinant TaqStoffel DNA polymerase (TaqS), and the recombinant fusion protein was more thermostable. It had a half-life of 23 min at 99 °C as compared to 10 min for TaqS. The fusion protein also showed a significantly higher resistance to PCR inhibitors such as heparin or lactoferrin and the fusion polymerase-amplified GC-rich templates much more efficiently and was efficient even with 78% GC pairs.


Assuntos
Proteínas de Ligação a DNA/química , DNA Polimerase Dirigida por DNA/química , Ligases/química , Pyrococcus furiosus/enzimologia , Clonagem Molecular , Proteínas de Ligação a DNA/genética , DNA Polimerase Dirigida por DNA/genética , Ligases/genética , Reação em Cadeia da Polimerase , Domínios Proteicos , Pyrococcus furiosus/genética , Proteínas Recombinantes de Fusão/química , Proteínas Recombinantes de Fusão/genética
19.
Graefes Arch Clin Exp Ophthalmol ; 256(2): 395-402, 2018 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-29147767

RESUMO

PURPOSE: Our purpose was to determine the changes in anterior chamber depth (ACD) and central lens thickness (CLT) during pharmacologically induced accommodation. METHODS: Following pupillary dilation with phenylephrine 10%, baseline auto-refractions and swept-source optical coherence tomographic biometric images (Zeiss IOLMaster 700) were obtained from the right eyes of 25 subjects aged 19 to 24 years. Pilocarpine 4% and phenylephrine 10% were then instilled into these right eyes. One hour later, auto-refractions and biometric imaging were repeated. Only data from eight of 25 subjects met the following stringent criteria to be included in the study analysis: pre and post-pilocarpine biometric foveal images were registerable, the images of the corneal centers were shifted by ≤100 µm, pupils >5 mm and the pharmacologically induced refractive change was ≥ -7 diopters. RESULTS: The mean auto-refractive accommodative change for the eight included subjects was -12.45 diopters (± 3.45 diopters). The mean change in CLT was 81 µm (± 54 µm) and the mean change in ACD was -145 µm (± 86 µm). Superimposition of the registered pre and post-pilocarpine biometric images of the sagittal sections of the whole eye from each subject demonstrated that the position of the whole lens did not shift either anteriorly, posteriorly or vertically during pharmacologically induced accommodation. CONCLUSIONS: A small increase in lens thickness was associated with a large change in accommodative amplitude and no significant change in lens position as predicted by the Schachar theory.


Assuntos
Acomodação Ocular/fisiologia , Câmara Anterior/diagnóstico por imagem , Segmento Anterior do Olho/diagnóstico por imagem , Cristalino/fisiologia , Refração Ocular/fisiologia , Adulto , Biometria/métodos , Feminino , Humanos , Cristalino/citologia , Masculino , Pupila , Tomografia de Coerência Óptica/métodos , Adulto Jovem
20.
Biochim Biophys Acta ; 1864(3): 283-296, 2016 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-26702898

RESUMO

HtrA2(Omi) protease is involved in the maintenance of mitochondrial homeostasis and stimulation of apoptosis as well as in development of cancer and neurodegenerative disorders. The protein is a homotrimer whose subunits comprise serine protease domain (PD) and PDZ regulatory domain. In the basal, inactive state, a tight interdomain interface limits access both to the PDZ peptide (carboxylate) binding site and to the PD catalytic center. The molecular mechanism of activation is not well understood. To further the knowledge of HtrA2 thermal activation we monitored the dynamics of the PDZ-PD interactions during temperature increase using tryptophan-induced quenching (TrIQ) method. The TrIQ results suggested that during activation the PDZ domain changed its position versus PD inside a subunit, including a prominent change affecting the L3 regulatory loop of PD, and also changed its interactions with the PD of the adjacent subunit (PD*), specifically with its L1* regulatory loop containing the active site serine. The α5 helix of PDZ was involved in both, the intra- and intersubunit changes of interactions and thus seems to play an important role in HtrA2 activation. The amino acid substitutions designed to decrease the PDZ interactions with the PD or PD* promoted protease activity at a wide range of temperatures, which supports the conclusions based on the TrIQ analysis. The model presented in this work describes PDZ movement in relation to PD and PD*, resulting in an increased access to the peptide binding and active sites, and conformational changes of the L3 and L1* loops.


Assuntos
Regulação Alostérica , Mitocôndrias/química , Proteínas Mitocondriais/química , Peptídeos/química , Serina Endopeptidases/química , Sítios de Ligação , Domínio Catalítico , Serina Peptidase 2 de Requerimento de Alta Temperatura A , Humanos , Mitocôndrias/metabolismo , Proteínas Mitocondriais/genética , Proteínas Mitocondriais/metabolismo , Domínios PDZ , Ligação Proteica , Estrutura Secundária de Proteína , Serina Endopeptidases/genética , Serina Endopeptidases/metabolismo , Triptofano/química
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