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1.
J Lipid Res ; 65(7): 100573, 2024 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-38844049

RESUMO

The full understanding of molecular mechanisms of cell differentiation requires a holistic view. Here we combine label-free FTIR and Raman hyperspectral imaging with data mining to detect the molecular cell composition enabling noninvasive monitoring of cell differentiation and identifying biochemical heterogeneity. Mouse adipose-derived mesenchymal stem cells (AD-MSCs) undergoing adipogenesis were followed by Raman and FT-IR imaging, Oil Red, and immunofluorescence. A workflow of the data analysis (IRRSmetrics4stem) was designed to identify spectral predictors of adipogenesis and test machine-learning (ML) methods (hierarchical clustering, PCA, PLSR) for the control of the AD-MSCs differentiation degree. IRRSmetrics4stem provided insights into the chemism of adipogenesis. With single-cell tracking, we established IRRS metrics for lipids, proteins, and DNA variations during AD-MSCs differentiation. The over 90% predictive efficiency of the selected ML methods proved the high sensitivity of the IRRS metrics. Importantly, the IRRS metrics unequivocally recognize a switch from proliferation to differentiation. This study introduced a new bioassay identifying molecular markers indicating molecular transformations and delivering rapid and machine learning-based monitoring of adipogenesis that can be relevant to other differentiation processes. Thus, we introduce a novel, rapid, machine learning-based bioassay to identify molecular markers of adipogenesis. It can be relevant to identification of differentiation-related molecular processes in other cell types, and beyond the cell differentiation including progression of different cellular pathophysiologies reconstituted in vitro.


Assuntos
Adipogenia , Células-Tronco Mesenquimais , Análise Espectral Raman , Células-Tronco Mesenquimais/citologia , Células-Tronco Mesenquimais/metabolismo , Análise Espectral Raman/métodos , Animais , Camundongos , Espectroscopia de Infravermelho com Transformada de Fourier/métodos , Tecido Adiposo/citologia , Diferenciação Celular , Aprendizado de Máquina
2.
Bioessays ; 43(1): e2000207, 2021 01.
Artigo em Inglês | MEDLINE | ID: mdl-33226145

RESUMO

Ferritins (FTs) are iron storage proteins that are involved in managing iron-oxygen balance. In our work, we present a hypothesis on the putative effect of geological changes that have affected the evolution and radiation of ferritin proteins. Based on sequence analysis and phylogeny reconstruction, we hypothesize that two significant factors have been involved in the evolution of ferritin proteins: fluctuations of atmospheric oxygen concentrations, altering redox potential, and changing availability of water rich in bioavailable ferric ions. Fish, ancient amphibians, reptiles, and placental mammals developed the broadest repertoire of singular FTs, attributable to embryonic growth in aquatic environments containing low oxygen levels and abundant forms of soluble iron. In contrast, oviparous land vertebrates, like reptiles and birds, that have developed in high oxygen levels and limited levels of environmental Fe2+ exhibit a lower diversity of singular FTs, but display a broad repertoire of subfamilies, particularly notable in early reptiles.


Assuntos
Cordados , Ferritinas , Animais , Cordados/metabolismo , Feminino , Ferritinas/genética , Ferro , Filogenia , Placenta/metabolismo , Gravidez
3.
Int J Mol Sci ; 21(20)2020 Oct 19.
Artigo em Inglês | MEDLINE | ID: mdl-33086570

RESUMO

The astA gene encoding an alternative sulfate transporter was originally cloned from the genome of the Japanese Aspergillus nidulans isolate as a suppressor of sulfate permease-deficient strains. Expression of the astA gene is under the control of the sulfur metabolite repression system. The encoded protein transports sulfate across the cell membrane. In this study we show that AstA, having orthologs in numerous pathogenic or endophytic fungi, has a second function and, depending on growth conditions, can be translocated into mitochondria. This effect is especially pronounced when an astA-overexpressing strain grows on solid medium at 37 °C. AstA is also recruited to the mitochondria in the presence of mitochondria-affecting compounds such as menadione or antimycin A, which are also detrimental to the growth of the astA-overexpressing strain. Disruption of the Hsp70-Porin1 mitochondrial import system either by methylene blue, an Hsp70 inhibitor, or by deletion of the porin1-encoding gene abolishes AstA translocation into the mitochondria. Furthermore, we observed altered ATP levels and sulfite oxidase activity in the astA-overexpressing strain in a manner dependent on sulfur sources. The presented data indicate that AstA is also involved in the mitochondrial sulfur metabolism in some fungi, and thereby indirectly manages redox potential and energy state.


Assuntos
Trifosfato de Adenosina/metabolismo , Aspergillus nidulans/crescimento & desenvolvimento , Aspergillus nidulans/metabolismo , Proteínas Fúngicas/metabolismo , Mitocôndrias/metabolismo , Sulfito Oxidase/metabolismo , Endocitose , Endófitos/metabolismo , Proteínas de Fluorescência Verde/metabolismo , Modelos Biológicos , Oxirredução , Fenótipo , Filogenia , Enxofre/metabolismo
4.
Dement Geriatr Cogn Disord ; 25(4): 366-71, 2008.
Artigo em Inglês | MEDLINE | ID: mdl-18340109

RESUMO

Late-onset Alzheimer's disease (LOAD) is the most common neurodegenerative disorder, and has a complex etiology. Recently an intronic polymorphism in the ubiquilin 1 gene (UBQLN1) and a particular haplotype was reported to be associated with LOAD. We investigated whether variants in UBQLN1 confer a risk for the disease in 407 Polish LOAD patients and 407 controls. We observed a weak association with the rs2781002 polymorphism, however, contrary to the initial reports, in our group the association was with the A allele. Risk estimation for AA versus GG genotypes showed that the AA genotype is a weak risk factor for AD (OR = 1.8, 95% CI = 1.1-3.1, p = 0.025). This effect was stronger in a group of LOAD patients without APOE4 allele. Haplotype analyses indicate that there is an increase of haplotypes with an A allele in the case group. Also, the specific haplotypes with the A allele that increase AD risk differ between the APOE4-positive and APOE4-negative pools. However, the association observed seems to be driven mostly by rare (<5%) haplotypes. Results suggest a need for additional association studies and in silico analysis of the UBQLN1 locus.


Assuntos
Doença de Alzheimer/epidemiologia , Doença de Alzheimer/genética , Proteínas de Transporte/genética , Proteínas de Ciclo Celular/genética , Polimorfismo de Nucleotídeo Único , Proteínas Adaptadoras de Transdução de Sinal , Idade de Início , Idoso , Apolipoproteína E4/genética , Proteínas Relacionadas à Autofagia , Feminino , Predisposição Genética para Doença/epidemiologia , Haplótipos , Humanos , Masculino , Polônia/epidemiologia , Fatores de Risco
5.
Dement Geriatr Cogn Disord ; 23(6): 432-8, 2007.
Artigo em Inglês | MEDLINE | ID: mdl-17457031

RESUMO

The sigma-1 receptor (SIGMAR1) is a subtype of a nonopioid sigma receptor family and is implicated in numerous functions connected with Alzheimer's disease (AD). Two common genetic variants were identified in SIGMAR1: GC-241 -240TT and Q2P (A61C). It was suggested that the TT-C haplotype is a protective factor for AD. We decided to investigate a putative link between the variants of SIGMAR1 and AD in a group of Polish patients with late-onset AD, in patients with mild cognitive impairment, and in a control group. We observed no significant differences for the SIGMAR1 allele, genotype, haplotype, and diplotype distributions between the studied groups. Multivariate logistic regression analysis showed no interaction between the APOE4 and SIGMAR1 polymorphisms. Further studies using data from different populations are required to elucidate the effect of SIGMAR1 polymorphisms on AD.


Assuntos
Doença de Alzheimer/genética , Transtornos Cognitivos/genética , Receptores sigma/genética , Idade de Início , Idoso , Doença de Alzheimer/complicações , Transtornos Cognitivos/complicações , Feminino , Variação Genética/genética , Haplótipos , Humanos , Modelos Logísticos , Masculino , Razão de Chances , Polônia , Receptor Sigma-1
6.
Exp Neurol ; 200(1): 82-8, 2006 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-16546171

RESUMO

Mutations in the amyloid precursor protein (APP), presenilin 1 (PSEN1) and presenilin 2 (PSEN2) genes are associated with early-onset familial Alzheimer's disease (EOAD). There are several reports describing mutations in PSEN1 in cases with frontotemporal dementia (FTD). We identified two novel mutations in the PSEN1 gene: L226F and L424H. The first mutation was detected in a patient with a clinical diagnosis of FTD and a post-mortem diagnosis of AD. The second mutation is connected with a clinical phenotype of variant AD with strong FTD signs. In silico modeling revealed that the mutations, as well as mutations used for comparison (F177L and L424R), change the local structure, stability and/or properties of the transmembrane regions of the presenilin 1 protein (PS1). In contrast, a silent non-synonymous substitution F175S is eclipsed by external residues and has no influence on PS1 interfacial surface. We suggest that in silico analysis of PS1 substitutions can be used to characterize novel PSEN1 mutations, to discriminate between silent polymorphisms and a potential disease-causing mutation. We also propose that PSEN1 mutations should be considered in FTD patients with no MAPT mutations.


Assuntos
Biologia Computacional , Demência/genética , Proteínas de Membrana/genética , Modelos Moleculares , Mutação , Fenótipo , Adulto , Biologia Computacional/métodos , Demência/diagnóstico , Diagnóstico Diferencial , Feminino , Testes Genéticos , Humanos , Masculino , Proteínas de Membrana/química , Presenilina-1
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