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1.
Biophys J ; 120(24): 5530-5543, 2021 12 21.
Artigo em Inglês | MEDLINE | ID: mdl-34798138

RESUMO

Gangliosides form an important class of receptor lipids containing a large oligosaccharide headgroup whose ability to self-organize within lipid membranes results in the formation of nanoscopic platforms. Despite their biological importance, the molecular basis for the nanoscopic segregation of gangliosides is not clear. In this work, we investigated the role of the ganglioside headgroup on the nanoscale organization of gangliosides. We studied the effect of the reduction in the number of sugar units of the ganglioside oligosaccharide chain on the ability of gangliosides GM1, GM2, and GM3 to spontaneously self-organize into lipid nanodomains. To reach nanoscopic resolution and to identify molecular forces that drive ganglioside segregation, we combined an experimental technique, Förster resonance energy transfer analyzed by Monte-Carlo simulations offering high lateral and trans-bilayer resolution with molecular dynamics simulations. We show that the ganglioside headgroup plays a key role in ganglioside self-assembly despite the negative charge of the sialic acid group. The nanodomains range from 7 to 120 nm in radius and are mostly composed of the surrounding bulk lipids, with gangliosides being a minor component of the nanodomains. The interactions between gangliosides are dominated by the hydrogen bonding network between the headgroups, which facilitates ganglioside clustering. The N-acetylgalactosamine sugar moiety of GM2, however, seems to impair the stability of these clusters by disrupting hydrogen bonding of neighboring sugars, which is in agreement with a broad size distribution of GM2 nanodomains. The simulations suggest that the formation of nanodomains is likely accompanied by several conformational changes in the gangliosides, which, however, have little impact on the solvent exposure of these receptor groups. Overall, this work identifies the key physicochemical factors that drive nanoscopic segregation of gangliosides.


Assuntos
Gangliosídeo G(M1) , Gangliosídeos , Transferência Ressonante de Energia de Fluorescência , Simulação de Dinâmica Molecular , Oligossacarídeos
2.
Int J Mol Sci ; 22(15)2021 Jul 26.
Artigo em Inglês | MEDLINE | ID: mdl-34360752

RESUMO

Polymeric-based nano drug delivery systems have been widely exploited to overcome protein instability during formulation. Presently, a diverse range of polymeric agents can be used, among which polysaccharides, such as chitosan (CS), hyaluronic acid (HA) and cyclodextrins (CDs), are included. Due to its unique biological and physicochemical properties, CS is one of the most used polysaccharides for development of protein delivery systems. However, CS has been described as potentially immunogenic. By envisaging a biosafe cytocompatible and haemocompatible profile, this paper reports the systematic development of a delivery system based on CS and derived with HA and CDs to nanoencapsulate the model human phenylalanine hydroxylase (hPAH) through ionotropic gelation with tripolyphosphate (TPP), while maintaining protein stability and enzyme activity. By merging the combined set of biopolymers, we were able to effectively entrap hPAH within CS nanoparticles with improvements in hPAH stability and the maintenance of functional activity, while simultaneously achieving strict control of the formulation process. Detailed characterization of the developed nanoparticulate systems showed that the lead formulations were internalized by hepatocytes (HepG2 cell line), did not reveal cell toxicity and presented a safe haemocompatible profile.


Assuntos
Quitosana , Enzimas Imobilizadas , Teste de Materiais , Nanopartículas/química , Fenilalanina Hidroxilase , Quitosana/química , Quitosana/farmacologia , Avaliação Pré-Clínica de Medicamentos , Estabilidade Enzimática , Enzimas Imobilizadas/química , Enzimas Imobilizadas/farmacologia , Células HEK293 , Células Hep G2 , Humanos , Fenilalanina Hidroxilase/química , Fenilalanina Hidroxilase/farmacologia
3.
Chem Rev ; 118(23): 11259-11297, 2018 12 12.
Artigo em Inglês | MEDLINE | ID: mdl-30362705

RESUMO

Lipid membranes can spontaneously organize their components into domains of different sizes and properties. The organization of membrane lipids into nanodomains might potentially play a role in vital functions of cells and organisms. Model membranes represent attractive systems to study lipid nanodomains, which cannot be directly addressed in living cells with the currently available methods. This review summarizes the knowledge on lipid nanodomains in model membranes and exposes how their specific character contrasts with large-scale phase separation. The overview on lipid nanodomains in membranes composed of diverse lipids (e.g., zwitterionic and anionic glycerophospholipids, ceramides, glycosphingolipids) and cholesterol aims to evidence the impact of chemical, electrostatic, and geometric properties of lipids on nanodomain formation. Furthermore, the effects of curvature, asymmetry, and ions on membrane nanodomains are shown to be highly relevant aspects that may also modulate lipid nanodomains in cellular membranes. Potential mechanisms responsible for the formation and dynamics of nanodomains are discussed with support from available theories and computational studies. A brief description of current fluorescence techniques and analytical tools that enabled progress in lipid nanodomain studies is also included. Further directions are proposed to successfully extend this research to cells.


Assuntos
Lipídeos de Membrana/química , Microdomínios da Membrana/química , Nanoestruturas/química , Fluorescência
4.
Phys Chem Chem Phys ; 21(4): 1682-1688, 2019 Jan 23.
Artigo em Inglês | MEDLINE | ID: mdl-30418442

RESUMO

Nitrobenzoxadiazole (NBD) labeled lipids are popular fluorescent probes of membrane structure and dynamics, and have been widely used in both model systems and living cells. Irrespective of attachment to the lipid head group or hydrocarbon chains, the NBD fluorophore generally adopts a transverse bilayer location near the host lipid carbonyl/glycerol moieties. Still, considerable variability is observed in the measured fluorescence lifetimes, indicating that overall fluorophore location is not the determinant of NBD fluorescence properties. Combining fluorescence experiments and molecular dynamics simulations, we show that for two almost identical NBD probes, significant differences in fluorophore orientation and fluorescence lifetime are observed. Integrating these findings with literature data, we demonstrate a correlation between NBD orientation and fluorescence lifetime. The latter is longer when the NBD nitro group is predominantly oriented towards the bilayer interior, compared to probes for which it points to the water medium.


Assuntos
Bicamadas Lipídicas , Fosforilcolina , Corantes Fluorescentes , Bicamadas Lipídicas/química , Simulação de Dinâmica Molecular , Nitrobenzenos/química , Fosforilcolina/química , Espectrometria de Fluorescência
5.
J Am Chem Soc ; 140(51): 17999-18008, 2018 12 26.
Artigo em Inglês | MEDLINE | ID: mdl-30501200

RESUMO

Enzyme engineering tends to focus on the design of active sites for the chemical steps, while the physical steps of the catalytic cycle are often overlooked. Tight binding of a substrate in an active site is beneficial for the chemical steps, whereas good accessibility benefits substrate binding and product release. Many enzymes control the accessibility of their active sites by molecular gates. Here we analyzed the dynamics of a molecular gate artificially introduced into an access tunnel of the most efficient haloalkane dehalogenase using pre-steady-state kinetics, single-molecule fluorescence spectroscopy, and molecular dynamics. Photoinduced electron-transfer-fluorescence correlation spectroscopy (PET-FCS) has enabled real-time observation of molecular gating at the single-molecule level with rate constants ( kon = 1822 s-1, koff = 60 s-1) corresponding well with those from the pre-steady-state kinetics ( k-1 = 1100 s-1, k1 = 20 s-1). The PET-FCS technique is used here to study the conformational dynamics in a soluble enzyme, thus demonstrating an additional application for this method. Engineering dynamical molecular gates represents a widely applicable strategy for designing efficient biocatalysts.


Assuntos
Hidrolases/química , Biocatálise , Domínio Catalítico , Hidrolases/genética , Cinética , Simulação de Dinâmica Molecular , Mutação , Conformação Proteica , Engenharia de Proteínas , Sphingomonadaceae/enzimologia
6.
Biophys J ; 113(6): 1194-1199, 2017 Sep 19.
Artigo em Inglês | MEDLINE | ID: mdl-28410623

RESUMO

In this perspective we summarize current knowledge of the effect of monosialoganglioside GM1 on the membrane-mediated aggregation of the ß-amyloid (Aß) peptide. GM1 has been suggested to be actively involved in the development of Alzheimer's disease due to its ability to seed the aggregation of Aß. However, GM1 is known to be neuroprotective against Aß-induced toxicity. Here we suggest that the two scenarios are not mutually exclusive but rather complementary, and might depend on the organization of GM1 in membranes. Improving our understanding of the molecular details behind the role of gangliosides in neurodegenerative amyloidoses might help in developing disease-modifying treatments.


Assuntos
Peptídeos beta-Amiloides/metabolismo , Gangliosídeo G(M1)/metabolismo , Agregação Patológica de Proteínas/metabolismo , Peptídeos beta-Amiloides/química , Encéfalo/metabolismo , Gangliosídeo G(M1)/química , Humanos
7.
Biochim Biophys Acta Mol Basis Dis ; 1863(12): 3277-3285, 2017 12.
Artigo em Inglês | MEDLINE | ID: mdl-28962896

RESUMO

OBJECTIVE: The transcription factor Krüppel-like factor 14 (KLF14) has been associated with type 2 diabetes and high-density lipoprotein-cholesterol (HDL-C) through genome-wide association studies. The mechanistic underpinnings of KLF14's control of metabolic processes remain largely unknown. We studied the physiological roles of KLF14 in a knockout (KO) mouse model. METHODS: Male whole body Klf14 KO mice were fed a chow or high fat diet (HFD) and diet induced phenotypes were analyzed. Additionally, tissue-specific expression of Klf14 was determined using RT-PCR, RNA sequencing, immunoblotting and whole mount lacZ staining. Finally, the consequences of KLF14 loss-of-function were studied using RNA sequencing in tissues with relatively high Klf14 expression levels. RESULTS: KLF14 loss-of-function did not affect HFD-induced weight gain or insulin resistance. Fasting plasma concentrations of glucose, insulin, cholesterol, HDL-C and ApoA-I were also comparable between Klf14+/+ and Klf14-/- mice on chow and HFD. We found that in mice expression of Klf14 was the highest in the anterior pituitary (adenohypophysis), lower but detectable in white adipose tissue and undetectable in liver. Loss of KLF14 function impacted on the pituitary transcriptome with extracellular matrix organization as the primary affected pathway and a predicted link to glucocorticoid receptor signaling. CONCLUSIONS: Whole body loss of KLF14 function in male mice does not result in metabolic abnormalities as assessed under chow and HFD conditions. Mostly likely there is redundancy for the role of KLF14 in the mouse and a diverging function in humans.


Assuntos
Fatores de Transcrição Kruppel-Like/deficiência , Síndrome Metabólica/metabolismo , Animais , Apolipoproteína A-I/metabolismo , Colesterol/metabolismo , HDL-Colesterol/metabolismo , Dieta Hiperlipídica , Perfilação da Expressão Gênica , Estudo de Associação Genômica Ampla , Glucose/metabolismo , Humanos , Insulina/metabolismo , Resistência à Insulina , Fatores de Transcrição Kruppel-Like/genética , Fatores de Transcrição Kruppel-Like/metabolismo , Masculino , Síndrome Metabólica/genética , Camundongos , Camundongos Endogâmicos C57BL , Camundongos Knockout , Receptores de Glucocorticoides/metabolismo , Análise de Sequência de RNA
8.
J Phys D Appl Phys ; 50(13): 134004, 2017 04 05.
Artigo em Inglês | MEDLINE | ID: mdl-29449744

RESUMO

Lipid packing is a crucial feature of cellular membranes. Quantitative analysis of membrane lipid packing can be achieved using polarity sensitive probes whose emission spectrum depends on the lipid packing. However, detailed insights into the exact mechanisms that cause the changes in the spectra are necessary to interpret experimental fluorescence emission data correctly. Here, we analysed frequently used polarity sensitive probes, Laurdan and di-4-ANEPPDHQ, to test whether the underlying physical mechanisms of their spectral changes are the same and, thus, whether they report on the same physico-chemical properties of the cell membrane. Steady-state spectra as well as time-resolved emission spectra of the probes in solvents and model membranes revealed that they probe different properties of the lipid membrane. Our findings are important for the application of these dyes in cell biology.

9.
Biochim Biophys Acta ; 1853(4): 850-7, 2015 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-25101973

RESUMO

Gangliosides located at the outer leaflet of plasma membrane are molecules that either participate in recognizing of exogenous ligand molecules or exhibit their own receptor activity, which are both essential phenomena for cell communication and signaling as well as for virus and toxin entry. Regulatory mechanisms of lipid-mediated recognition are primarily subjected to the physical status of the membrane in close vicinity of the receptor. Concerning the multivalent receptor activity of the ganglioside GM1, several regulatory strategies dealing with GM1 clustering and cholesterol involvement have been proposed. So far however, merely the isolated issues were addressed and no interplay between them investigated. In this work, several advanced fluorescence techniques such as Z-scan fluorescence correlation spectroscopy, Förster resonance energy transfer combined with Monte Carlo simulations, and a newly developed fluorescence antibunching assay were employed to give a more complex portrait of clustering and cholesterol involvement in multivalent ligand recognition of GM1. Our results indicate that membrane properties have an impact on a fraction of GM1 molecules that is not available for the ligand binding. While at low GM1 densities (~1 %) it is the cholesterol that turns GM1 headgroups invisible, at higher GM1 level (~4 %) it is purely the local density of GM1 molecules that inhibits the recognition. At medium GM1 content, cooperation of the two phenomena occurs. This article is part of a Special Issue entitled: Nanoscale membrane organisation and signalling.


Assuntos
Membrana Celular/metabolismo , Gangliosídeo G(M1)/metabolismo , Receptores de Superfície Celular/metabolismo , Animais , Colesterol , Análise por Conglomerados , Simulação por Computador , Difusão , Transferência Ressonante de Energia de Fluorescência , Gangliosídeo G(M1)/química , Hidrazinas/metabolismo , Ligantes , Método de Monte Carlo , Ovinos , Titulometria
10.
Phys Chem Chem Phys ; 18(10): 7042-54, 2016 Mar 14.
Artigo em Inglês | MEDLINE | ID: mdl-26727975

RESUMO

Nitrobenzoxadiazole (NBD)-labeled lipids are popular fluorescent membrane probes. However, the understanding of important aspects of the photophysics of NBD remains incomplete, including the observed shift in the emission spectrum of NBD-lipids to longer wavelengths following excitation at the red edge of the absorption spectrum (red-edge excitation shift or REES). REES of NBD-lipids in membrane environments has been previously interpreted as reflecting restricted mobility of solvent surrounding the fluorophore. However, this requires a large change in the dipole moment (Δµ) of NBD upon excitation. Previous calculations of the value of Δµ of NBD in the literature have been carried out using outdated semi-empirical methods, leading to conflicting values. Using up-to-date density functional theory methods, we recalculated the value of Δµ and verified that it is rather small (∼2 D). Fluorescence measurements confirmed that the value of REES is ∼16 nm for 1,2-dioleoyl-sn-glycero-3-phospho-l-serine-N-(NBD) (NBD-PS) in dioleoylphosphatidylcholine vesicles. However, the observed shift is independent of both the temperature and the presence of cholesterol and is therefore insensitive to the mobility and hydration of the membrane. Moreover, red-edge excitation leads to an increased contribution of the decay component with a shorter lifetime, whereas time-resolved emission spectra of NBD-PS displayed an atypical blue shift following excitation. This excludes restrictions to solvent relaxation as the cause of the measured REES and TRES of NBD, pointing instead to the heterogeneous transverse location of probes as the origin of these effects. The latter hypothesis was confirmed by molecular dynamics simulations, from which the calculated heterogeneity of the hydration and location of NBD correlated with the measured fluorescence lifetimes/REES. Globally, our combination of theoretical and experiment-based techniques has led to a considerably improved understanding of the photophysics of NBD and a reinterpretation of its REES in particular.


Assuntos
Benzoxazóis/química , Corantes Fluorescentes/química , Lipídeos/química , Fluorescência , Simulação de Dinâmica Molecular , Teoria Quântica , Espectrometria de Fluorescência
11.
Angew Chem Int Ed Engl ; 55(32): 9411-5, 2016 08 01.
Artigo em Inglês | MEDLINE | ID: mdl-27295499

RESUMO

ß-Amyloid (Aß) oligomers are neurotoxic and implicated in Alzheimer's disease. Neuronal plasma membranes may mediate formation of Aß oligomers in vivo. Membrane components sphingomyelin and GM1 have been shown to promote aggregation of Aß; however, these studies were performed under extreme, non-physiological conditions. We demonstrate that physiological levels of GM1 , organized in nanodomains do not seed oligomerization of Aß40 monomers. We show that sphingomyelin triggers oligomerization of Aß40 and that GM1 is counteractive thus preventing oligomerization. We propose a molecular explanation that is supported by all-atom molecular dynamics simulations. The preventive role of GM1 in the oligomerization of Aß40 suggests that decreasing levels of GM1 in the brain, for example, due to aging, could reduce protection against Aß oligomerization and contribute to the onset of Alzheimer's disease.


Assuntos
Peptídeos beta-Amiloides/antagonistas & inibidores , Gangliosídeo G(M1)/farmacologia , Esfingomielinas/farmacologia , Peptídeos beta-Amiloides/metabolismo , Gangliosídeo G(M1)/química , Simulação de Dinâmica Molecular , Esfingomielinas/química
12.
Biochim Biophys Acta ; 1838(7): 1769-76, 2014 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-24565796

RESUMO

Biological membranes are under significant oxidative stress caused by reactive oxygen species mostly originating during cellular respiration. Double bonds of the unsaturated lipids are most prone to oxidation, which might lead to shortening of the oxidized chain and inserting of terminal either aldehyde or carboxylic group. Structural rearrangement of oxidized lipids, addressed already, is mainly associated with looping back of the hydrophilic terminal group. This contribution utilizing dual-focus fluorescence correlation spectroscopy and electron paramagnetic resonance as well as atomistic molecular dynamics simulations focuses on the overall changes of the membrane structural and dynamical properties once it becomes oxidized. Particularly, attention is paid to cholesterol rearrangement in the oxidized membrane revealing its preferable interaction with carbonyls of the oxidized chains. In this view cholesterol seems to have a tendency to repair, rather than condense, the bilayer.


Assuntos
Colesterol/química , Bicamadas Lipídicas/química , Lipídeos de Membrana/química , Fosfolipídeos/química , Membrana Celular/química , Interações Hidrofóbicas e Hidrofílicas , Simulação de Dinâmica Molecular , Oxirredução
13.
J Am Chem Soc ; 137(15): 4988-92, 2015 Apr 22.
Artigo em Inglês | MEDLINE | ID: mdl-25815779

RESUMO

Hydration of proteins profoundly affects their functions. We describe a simple and general method for site-specific analysis of protein hydration based on the in vivo incorporation of fluorescent unnatural amino acids and their analysis by steady-state fluorescence spectroscopy. Using this method, we investigate the hydration of functionally important regions of dehalogenases. The experimental results are compared to findings from molecular dynamics simulations.


Assuntos
Aminoácidos/química , Fluorescência , Proteínas/química , Água/análise , Simulação de Dinâmica Molecular , Estrutura Molecular , Água/química
14.
Biophys J ; 107(12): 2751-2760, 2014 Dec 16.
Artigo em Inglês | MEDLINE | ID: mdl-25517142

RESUMO

Fluorescence methods are versatile tools for obtaining dynamic and topological information about biomembranes because the molecular interactions taking place in lipid membranes frequently occur on the same timescale as fluorescence emission. The fluorescence intensity decay, in particular, is a powerful reporter of the molecular environment of a fluorophore. The fluorescence lifetime can be sensitive to the local polarity, hydration, viscosity, and/or presence of fluorescence quenchers/energy acceptors within several nanometers of the vicinity of a fluorophore. Illustrative examples of how time-resolved fluorescence measurements can provide more valuable and detailed information about a system than the time-integrated (steady-state) approach will be presented in this review: 1), determination of membrane polarity and mobility using time-dependent spectral shifts; 2), identification of submicroscopic domains by fluorescence lifetime imaging microscopy; 3), elucidation of membrane leakage mechanisms from dye self-quenching assays; and 4), evaluation of nanodomain sizes by time-resolved Förster resonance energy transfer measurements.


Assuntos
Transferência Ressonante de Energia de Fluorescência/métodos , Corantes Fluorescentes/química , Bicamadas Lipídicas/química , Cinética , Microscopia de Fluorescência/métodos
15.
Chembiochem ; 14(7): 890-7, 2013 May 10.
Artigo em Inglês | MEDLINE | ID: mdl-23564727

RESUMO

The use of enzymes for biocatalysis can be significantly enhanced by using organic cosolvents in the reaction mixtures. Selection of the cosolvent type and concentration range for an enzymatic reaction is challenging and requires extensive empirical testing. An understanding of protein-solvent interaction could provide a theoretical framework for rationalising the selection process. Here, the behaviour of three model enzymes (haloalkane dehalogenases) was investigated in the presence of three representative organic cosolvents (acetone, formamide, and isopropanol). Steady-state kinetics assays, molecular dynamics simulations, and time-resolved fluorescence spectroscopy were used to elucidate the molecular mechanisms of enzyme-solvent interactions. Cosolvent molecules entered the enzymes' access tunnels and active sites, enlarged their volumes with no change in overall protein structure, but surprisingly did not act as competitive inhibitors. At low concentrations, the cosolvents either enhanced catalysis by lowering K(0.5) and increasing k(cat), or caused enzyme inactivation by promoting substrate inhibition and decreasing k(cat). The induced activation and inhibition of the enzymes correlated with expansion of the active-site pockets and their occupancy by cosolvent molecules. The study demonstrates that quantitative analysis of the proportions of the access tunnels and active-sites occupied by organic solvent molecules provides the valuable information for rational selection of appropriate protein-solvent pair and effective cosolvent concentration.


Assuntos
2-Propanol/química , Acetona/química , Formamidas/química , Hidrolases/metabolismo , 2-Propanol/metabolismo , Acetona/metabolismo , Domínio Catalítico , Formamidas/metabolismo , Hidrolases/química , Cinética , Simulação de Dinâmica Molecular , Solventes/química , Solventes/metabolismo , Espectrometria de Fluorescência , Fatores de Tempo
16.
Eur J Pharm Biopharm ; 187: 1-11, 2023 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-37011788

RESUMO

The structural maintenance of therapeutic proteins during formulation and/or storage is a critical aspect, particularly for multi-domain and/or multimeric proteins which usually exhibit intrinsic structural dynamics leading to aggregation with concomitant loss-of-function. Protein freeze-drying is a widely used technique to preserve protein structure and function during storage. To minimize chemical/physical stresses occurring during this process, protein stabilizers are usually included, their effect being strongly dependent on the target protein. Therefore, they should be screened for on a time-consuming case-by-case basis. Herein, differential scanning fluorimetry (DSF) and isothermal denaturation fluorimetry (ITDF) were employed to screen, among different classes of freeze-drying additives, for the most effective stabilizer of the model protein human phenylalanine hydroxylase (hPAH). Correlation studies among retrieved DSF and ITDF parameters with recovered enzyme amount and activity indicated ITDF as the most appropriate screening method. Biochemical and biophysical characterization of hPAH freeze-dried with ITDF-selected stabilizers and a long-term storage study (12 months, 5 ± 3 °C) showed that the selected compounds prevented protein aggregation and preserved hPAH structural and functional properties throughout time storage. Our results provide a solid basis towards the choice of ITDF as a high-throughput screening step for the identification of protein freeze-drying protectors.


Assuntos
Fenilalanina Hidroxilase , Humanos , Proteínas/química , Liofilização/métodos , Fluorometria , Excipientes/química , Desnaturação Proteica
17.
Commun Biol ; 6(1): 95, 2023 01 24.
Artigo em Inglês | MEDLINE | ID: mdl-36694043

RESUMO

Previous studies have conducted time course characterization of murine colitis models through transcriptional profiling of differential expression. We characterize the transcriptional landscape of acute and chronic models of dextran sodium sulfate (DSS) and adoptive transfer (AT) colitis to derive temporal gene expression and splicing signatures in blood and colonic tissue in order to capture dynamics of colitis remission and relapse. We identify sub networks of patient-derived causal networks that are enriched in these temporal signatures to distinguish acute and chronic disease components within the broader molecular landscape of IBD. The interaction between the DSS phenotype and chronological time-point naturally defines parsimonious temporal gene expression and splicing signatures associated with acute and chronic phases disease (as opposed to ordinary time-specific differential expression/splicing). We show these expression and splicing signatures are largely orthogonal, i.e. affect different genetic bodies, and that using machine learning, signatures are predictive of histopathological measures from both blood and intestinal data in murine colitis models as well as an independent cohort of IBD patients. Through access to longitudinal multi-scale profiling from disease tissue in IBD patient cohorts, we can apply this machine learning pipeline to generation of direct patient temporal multimodal regulatory signatures for prediction of histopathological outcomes.


Assuntos
Colite , Doenças Inflamatórias Intestinais , Animais , Camundongos , Doenças Inflamatórias Intestinais/genética , Colite/induzido quimicamente , Colite/genética , Fenótipo , Sulfato de Dextrana/toxicidade
18.
Open Biol ; 12(9): 220175, 2022 09.
Artigo em Inglês | MEDLINE | ID: mdl-36099931

RESUMO

The plasma membrane, as a highly complex cell organelle, serves as a crucial platform for a multitude of cellular processes. Its collective biophysical properties are largely determined by the structural diversity of the different lipid species it accommodates. Therefore, a detailed investigation of biophysical properties of the plasma membrane is of utmost importance for a comprehensive understanding of biological processes occurring therein. During the past two decades, several environment-sensitive probes have been developed and become popular tools to investigate membrane properties. Although these probes are assumed to report on membrane order in similar ways, their individual mechanisms remain to be elucidated. In this study, using model membrane systems, we characterized the probes Pro12A, NR12S and NR12A in depth and examined their sensitivity to parameters with potential biological implications, such as the degree of lipid saturation, double bond position and configuration (cis versus trans), phospholipid headgroup and cholesterol content. Applying spectral imaging together with atomistic molecular dynamics simulations and time-dependent fluorescent shift analyses, we unravelled individual sensitivities of these probes to different biophysical properties, their distinct localizations and specific relaxation processes in membranes. Overall, Pro12A, NR12S and NR12A serve together as a toolbox with a wide range of applications allowing to select the most appropriate probe for each specific research question.


Assuntos
Corantes Fluorescentes , Simulação de Dinâmica Molecular , Membrana Celular/química , Colesterol , Corantes Fluorescentes/análise , Corantes Fluorescentes/química
19.
Phys Chem Chem Phys ; 13(14): 6434-41, 2011 Apr 14.
Artigo em Inglês | MEDLINE | ID: mdl-21373703

RESUMO

Aggregation of the peptide beta-amyloid is known to be associated with Alzheimer's disease. According to recent findings the most neurotoxic aggregates are the oligomers formed in the initial stages of the aggregation process. Here we use beta-amyloid's (Aß's) intrinsic fluorophore tyrosine to probe the earliest peptide-to-peptide stages of aggregation, a region often merely labelled as a time lag, because negligible changes are observed by the commonly used probe ThT. Using spectrally resolved fluorescence decay time techniques and analysis we demonstrate how the distribution of 3 rotamer conformations of the single tyrosine in Aß tracks the aggregation across the time lag and beyond according to the initial peptide concentration. At low Aß concentrations (≤5 µM), negligible aggregation is observed and this is mirrored by little change in the fluorescence decay parameters, providing a useful baseline for comparison. At higher concentrations (≈50 µM), and contrary to what is generally accepted from ThT studies the rate of aggregation can be described by an exponential growth to a plateau in terms of the relative contributions of two of the three rotamers, with a characteristic aggregation time of ≈33 h.


Assuntos
Peptídeos beta-Amiloides/química , Fragmentos de Peptídeos/química , Multimerização Proteica , Espectrometria de Fluorescência/métodos , Tirosina , Estrutura Secundária de Proteína
20.
Front Chem ; 9: 738350, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-34778202

RESUMO

The organization of biomolecules and bioassemblies is highly governed by the nature and extent of their interactions with water. These interactions are of high intricacy and a broad range of methods based on various principles have been introduced to characterize them. As these methods view the hydration phenomena differently (e.g., in terms of time and length scales), a detailed insight in each particular technique is to promote the overall understanding of the stunning "hydration world." In this prospective mini-review we therefore critically examine time-dependent fluorescence shift (TDFS)-an experimental method with a high potential for studying the hydration in the biological systems. We demonstrate that TDFS is very useful especially for phospholipid bilayers for mapping the interfacial region formed by the hydrated lipid headgroups. TDFS, when properly applied, reports on the degree of hydration and mobility of the hydrated phospholipid segments in the close vicinity of the fluorophore embedded in the bilayer. Here, the interpretation of the recorded TDFS parameters are thoroughly discussed, also in the context of the findings obtained by other experimental techniques addressing the hydration phenomena (e.g., molecular dynamics simulations, NMR spectroscopy, scattering techniques, etc.). The differences in the interpretations of TDFS outputs between phospholipid biomembranes and proteins are also addressed. Additionally, prerequisites for the successful TDFS application are presented (i.e., the proper choice of fluorescence dye for TDFS studies, and TDFS instrumentation). Finally, the effects of ions and oxidized phospholipids on the bilayer organization and headgroup packing viewed from TDFS perspective are presented as application examples.

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