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1.
Nat Commun ; 15(1): 6510, 2024 Aug 02.
Artigo em Inglês | MEDLINE | ID: mdl-39095347

RESUMO

Shotgun proteomics analysis presents multifaceted challenges, demanding diverse tool integration for insights. Addressing this complexity, OmicScope emerges as an innovative solution for quantitative proteomics data analysis. Engineered to handle various data formats, it performs data pre-processing - including joining replicates, normalization, data imputation - and conducts differential proteomics analysis for both static and longitudinal experimental designs. Empowered by Enrichr with over 224 databases, OmicScope performs Over Representation Analysis (ORA) and Gene Set Enrichment Analysis (GSEA). Additionally, its Nebula module facilitates meta-analysis from independent datasets, providing a systems biology approach for enriched insights. Complete with a data visualization toolkit and accessible as Python package and a web application, OmicScope democratizes proteomics analysis, offering an efficient and high-quality pipeline for researchers.


Assuntos
Proteômica , Software , Proteômica/métodos , Biologia de Sistemas/métodos , Humanos , Bases de Dados de Proteínas , Biologia Computacional/métodos
2.
Am J Physiol Endocrinol Metab ; 324(3): E226-E240, 2023 03 01.
Artigo em Inglês | MEDLINE | ID: mdl-36724126

RESUMO

Obesity is one of the leading noncommunicable diseases in the world. Despite intense efforts to develop strategies to prevent and treat obesity, its prevalence continues to rise worldwide. A recent study has shown that the tricarboxylic acid intermediate succinate increases body energy expenditure by promoting brown adipose tissue thermogenesis through the activation of uncoupling protein-1; this has generated interest surrounding its potential usefulness as an approach to treat obesity. It is currently unknown how succinate impacts brown adipose tissue protein expression, and how exogenous succinate impacts body mass reduction promoted by a drug approved to treat human obesity, the glucagon-like-1 receptor agonist, liraglutide. In the first part of this study, we used bottom-up shotgun proteomics to determine the acute impact of exogenous succinate on the brown adipose tissue. We show that succinate rapidly affects the expression of 177 brown adipose tissue proteins, which are mostly associated with mitochondrial structure and function. In the second part of this study, we performed a short-term preclinical pharmacological intervention, treating diet-induced obese mice with a combination of exogenous succinate and liraglutide. We show that the combination was more efficient than liraglutide alone in promoting body mass reduction, food energy efficiency reduction, food intake reduction, and an increase in body temperature. Using serum metabolomics analysis, we showed that succinate, but not liraglutide, promoted a significant increase in the blood levels of several medium and long-chain fatty acids. In conclusion, exogenous succinate promotes rapid changes in brown adipose tissue mitochondrial proteins, and when used in association with liraglutide, increases body mass reduction.NEW & NOTEWORTHY Exogenous succinate induces major changes in brown adipose tissue protein expression affecting particularly mitochondrial respiration and structural proteins. When given exogenously in drinking water, succinate mitigates body mass gain in a rodent model of diet-induced obesity; in addition, when given in association with the glucagon-like peptide-1 receptor agonist, liraglutide, succinate increases body mass reduction promoted by liraglutide alone.


Assuntos
Tecido Adiposo Marrom , Liraglutida , Animais , Camundongos , Tecido Adiposo Marrom/metabolismo , Metabolismo Energético , Liraglutida/farmacologia , Liraglutida/uso terapêutico , Obesidade/metabolismo , Proteoma/metabolismo , Ácido Succínico/farmacologia , Ácido Succínico/metabolismo , Ácido Succínico/uso terapêutico , Termogênese , Proteína Desacopladora 1/metabolismo
3.
Cell Biosci ; 12(1): 189, 2022 Dec 01.
Artigo em Inglês | MEDLINE | ID: mdl-36451159

RESUMO

BACKGROUND: Schizophrenia is a complex and severe neuropsychiatric disorder, with a wide range of debilitating symptoms. Several aspects of its multifactorial complexity are still unknown, and some are accepted to be an early developmental deficiency with a more specifically neurodevelopmental origin. Understanding the timepoints of disturbances during neural cell differentiation processes could lead to an insight into the development of the disorder. In this context, human brain organoids and neural cells differentiated from patient-derived induced pluripotent stem cells are of great interest as a model to study the developmental origins of the disease. RESULTS: Here we evaluated the differential expression of proteins of schizophrenia patient-derived neural progenitors (NPCs), early neurons, and brain organoids in comparison to healthy individuals. Using bottom-up shotgun proteomics with a label-free approach for quantitative analysis, we found multiple dysregulated proteins since NPCs, modified, and disrupted the 21DIV neuronal differentiation, and cerebral organoids. Our experimental methods have shown impairments in pathways never before found in patient-derived induced pluripotent stem cells studies, such as spliceosomes and amino acid metabolism; but also, those such as axonal guidance and synaptogenesis, in line with postmortem tissue studies of schizophrenia patients. CONCLUSION: In conclusion, here we provide comprehensive, large-scale, protein-level data of different neural cell models that may uncover early events in brain development, underlying several of the mechanisms within the origins of schizophrenia.

4.
Nat Commun ; 13(1): 5722, 2022 09 29.
Artigo em Inglês | MEDLINE | ID: mdl-36175400

RESUMO

Visceral adiposity is a risk factor for severe COVID-19, and a link between adipose tissue infection and disease progression has been proposed. Here we demonstrate that SARS-CoV-2 infects human adipose tissue and undergoes productive infection in fat cells. However, susceptibility to infection and the cellular response depends on the anatomical origin of the cells and the viral lineage. Visceral fat cells express more ACE2 and are more susceptible to SARS-CoV-2 infection than their subcutaneous counterparts. SARS-CoV-2 infection leads to inhibition of lipolysis in subcutaneous fat cells, while in visceral fat cells, it results in higher expression of pro-inflammatory cytokines. Viral load and cellular response are attenuated when visceral fat cells are infected with the SARS-CoV-2 gamma variant. A similar degree of cell death occurs 4-days after SARS-CoV-2 infection, regardless of the cell origin or viral lineage. Hence, SARS-CoV-2 infects human fat cells, replicating and altering cell function and viability in a depot- and viral lineage-dependent fashion.


Assuntos
COVID-19 , SARS-CoV-2 , Tecido Adiposo , Enzima de Conversão de Angiotensina 2 , Citocinas , Humanos
5.
J Proteomics ; 269: 104713, 2022 10 30.
Artigo em Inglês | MEDLINE | ID: mdl-36058540

RESUMO

Depression is a complex and multifactorial disease, affecting about 6.5% of the elderly population in what is referred to as late-life depression (LLD). Despite its public health relevance, there is still limited information about the molecular mechanisms of LLD. We analyzed the blood plasma of 50 older adults, 19 with LLD and 31 controls, through untargeted mass spectrometry, and used systems biology tools to identify biochemical pathways and biological processes dysregulated in the disease. We found 96 differentially expressed proteins between LLD patients and control individuals. Using elastic-net regression, we generated a panel of 75 proteins that comprises a potential model for determining the molecular signature of LLD. We also showed that biological pathways related to vesicle-mediated transport and voltage-dependent calcium channels may be dysregulated in LLD. These data can help to build an understanding of the molecular basis of LLD, offering an integrated view of the biomolecular alterations that occur in this disorder. SIGNIFICANCE: Major depressive disorder in the elderly, called late-life depression (LLD), is a common and disabling disorder, with recent prevalence estimates of 6.5% in the general population. Despite the public health relevance, there is still limited information about the molecular mechanisms of LLD. The findings in this paper shed light on LLD heterogeneous biological mechanisms. We uncovered a potential novel biomolecular signature for LLD and biological pathways related to this condition which can be targets for the development of novel interventions for prevention, early diagnosis, and treatment of LLD.


Assuntos
Transtorno Depressivo Maior , Idoso , Canais de Cálcio , Humanos , Plasma , Proteínas , Proteômica
6.
Adv Exp Med Biol ; 1382: 1-15, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-36029400

RESUMO

Shotgun proteomics based in mass spectrometry has been extensively utilized to investigate biological samples for basic and applied research in the clinical field to elucidate changes in the molecular mechanisms caused by diseases. There is still a great lack of information about the molecular mechanisms and the origins of most brain disorders, which makes shotgun proteomics an interesting tool in the study of these diseases. A wide range of samples can be used to study such diseases, such as cerebrospinal fluid, central nervous system cells, and brain tissue via postmortem analysis. As such, different protein extraction methods must be applied to achieve the best results for each sample type. The lysis buffer, digestion protocol, and peptide purification steps chosen prior to liquid chromatography-mass spectrometry analyses are essential to obtain reliable proteomic datasets. For this reason, the availability of a list with a variety of methods and a description of the pros and cons for each one has been compiled and elaborated upon. This review presents several methods for protein extraction, protein digestion, and sample cleanup with a focus on shotgun proteomics via mass spectrometry and a further focus on studying brain disorders.


Assuntos
Encefalopatias , Proteômica , Encéfalo , Sistema Nervoso Central , Humanos , Proteínas
7.
Adv Exp Med Biol ; 1382: 17-27, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-36029401

RESUMO

Many pathological conditions are caused by dysregulation of cell signaling, which can generate a cascade of abnormal responses and completely change the functions of a cell or tissue. A large portion of the regulation of these signals is via protein phosphorylation, in which cell responses can be activated or inhibited. Proteins that are both downstream and upstream of a phosphorylated protein can be modified, altering metabolism and other biological processes. Recently, the number of phosphoproteomic studies based on mass spectrometry has increased, constantly aiming to obtain a higher coverage of proteins and increase the number and location of their phospho-sites, as well as better understand their respective phosphorylation states. In this way, it is possible to better understand biological processes as a whole and their roles in cellular dysfunctions and diseases. To study changes at the phosphoproteome level, the stochiometric imbalance between the non-phosphorylated and phosphorylated peptides must be overcome, since higher quantities and comparatively better ionization of non-phosphorylated peptides can suppress the ion signals of the phosphorylated peptides. It is for this reason that phosphophopeptides are rarely found in samples that did not pass through a phospho-enrichment step, highlighting the importance of performing enrichment steps in phosphoproteomic studies. The numbers of identified phosphopeptides and phosphorylation sites are extremely important to the quality of a phosphoproteomic analysis; therefore, the efficiency of the enrichment process is critical. Here, phospho-enrichment techniques are presented to offer insight into the applicability of these methods to different experiment types and consequently support the growth of phosphoproteomic studies overall.


Assuntos
Fosfopeptídeos , Proteoma , Cromatografia de Afinidade , Espectrometria de Massas , Fosforilação
8.
Adv Exp Med Biol ; 1382: 29-38, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-36029402

RESUMO

Several classes of post-translational modifications (PTMs) regulate various processes that occur during neurodevelopment. The first of these processes is the regulation of the cytoskeleton and cytoskeleton-associating proteins, responsible for the stability, reorganization, and binding of microtubules and actin filaments. Dysregulations in these PTMs lead to dysregulated brain volume and composition, structural defects, behavioral defects, and dendrite growth. The second class of processes involves gene regulation, from chromatin modulation to protein turnover and degradation. Proper gene expression during neurodevelopment is critical to ensure correctly matured cells; dysregulation of PTMs in these pathways leads to various altered morphological and behavioral phenotypes. The third class of processes that are affected by PTMs is cell signaling and signal transduction, vital to cell migration and axonal guidance. Neurodevelopment is a complex sequence of spatially and temporally regulated processes, and PTMs play important roles in this regulation. Most of the known modifications have yet to be studied in depth and much remains undiscovered about their roles in neurodevelopment and otherwise.


Assuntos
Cromatina , Processamento de Proteína Pós-Traducional , Citoesqueleto de Actina , Encéfalo , Citoesqueleto
9.
Adv Exp Med Biol ; 1382: 95-107, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-36029406

RESUMO

Post-translational modifications (PTMs) have a strong impact on many proteins across all kingdoms of life, affecting multiple functional and chemical properties of their protein recipients. With increasing knowledge about their functions, targets, and biological effects, dysregulations in PTMs have been implicated in various dysfunctions and diseases. One such target are histones, which compose the majority of the protein component of chromatin and the modulation of the 30+ PTMs that are known to affect them can have profound effects on chromatin state, gene expression, and DNA repair. In this review, the histone targets of PTMs are compiled in the context of neurological disorders, highlighting their specific biological roles and any previously implicated dysregulations in several classes of brain disease. Better understanding the pathogenic dysregulations of PTMs in such disorders can help to better understand their causes, as well as open doors to new possibilities for biomarkers and therapeutic targets.


Assuntos
Encefalopatias , Código das Histonas , Cromatina , Histonas , Humanos , Processamento de Proteína Pós-Traducional
10.
Adv Exp Med Biol ; 1382: 109-118, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-36029407

RESUMO

Mitochondrial function is essential to ensure vital cellular processes. Given the energy requirement of the brain, neuronal function, viability, and survival are closely related to proper mitochondrial function. Dysregulation of mitochondrial processes can lead to several detrimental effects in the cells and stablish the condition of mitochondrial dysfunction. This dysfunction is proposed to be greatly implicated in several neurodegenerative diseases, with evidence of compromised mitochondrial function and dynamics in Alzheimer's disease, Parkinson's disease, Huntington's disease, and amyotrophic lateral sclerosis.


Assuntos
Doença de Alzheimer , Doenças Mitocondriais , Doenças Neurodegenerativas , Doença de Parkinson , Humanos , Mitocôndrias , Neurônios
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