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1.
Mol Cell ; 73(1): 84-96.e7, 2019 01 03.
Artigo em Inglês | MEDLINE | ID: mdl-30472187

RESUMO

The post-translational modification of key residues at the C-terminal domain of RNA polymerase II (RNAP2-CTD) coordinates transcription, splicing, and RNA processing by modulating its capacity to act as a landing platform for a variety of protein complexes. Here, we identify a new modification at the CTD, the deimination of arginine and its conversion to citrulline by peptidyl arginine deiminase 2 (PADI2), an enzyme that has been associated with several diseases, including cancer. We show that, among PADI family members, only PADI2 citrullinates R1810 (Cit1810) at repeat 31 of the CTD. Depletion of PADI2 or loss of R1810 results in accumulation of RNAP2 at transcription start sites, reduced gene expression, and inhibition of cell proliferation. Cit1810 is needed for interaction with the P-TEFb (positive transcription elongation factor b) kinase complex and for its recruitment to chromatin. In this way, CTD-Cit1810 favors RNAP2 pause release and efficient transcription in breast cancer cells.


Assuntos
Neoplasias da Mama/enzimologia , Processamento de Proteína Pós-Traducional , RNA Polimerase II/metabolismo , Transcrição Gênica , Arginina , Neoplasias da Mama/genética , Neoplasias da Mama/patologia , Proliferação de Células , Citrulinação , Feminino , Regulação Enzimológica da Expressão Gênica , Regulação Neoplásica da Expressão Gênica , Humanos , Células MCF-7 , Fator B de Elongação Transcricional Positiva/genética , Fator B de Elongação Transcricional Positiva/metabolismo , Regiões Promotoras Genéticas , Ligação Proteica , Domínios Proteicos , Proteína-Arginina Desiminase do Tipo 2 , Desiminases de Arginina em Proteínas/genética , Desiminases de Arginina em Proteínas/metabolismo , RNA Polimerase II/química , RNA Polimerase II/genética , Transdução de Sinais
2.
Bioinformatics ; 40(6)2024 Jun 03.
Artigo em Inglês | MEDLINE | ID: mdl-38889282

RESUMO

MOTIVATION: Integrative Biomedicl Informatics, Research Program on Biomedical Informatics (IBI - GRIB), Hospital Del Mar Medical Research Institute (IMIM), Department of Experimental and Health Sciences, Universitat Pompeu Fabra (UPF) C/ del Dr. Aiguader 88 Barcelona 08003 Spain.Understanding the genetic basis of complex diseases is one of the main challenges in modern genomics. However, current tools often lack the versatility to efficiently analyze the intricate relationships between genetic variations and disease outcomes. To address this, we introduce Genopyc, a novel Python library designed for comprehensive investigation of how the variants associated to complex diseases affects downstream pathways. Genopyc offers an extensive suite of functions for heterogeneous data mining and visualization, enabling researchers to delve into and integrate biological information from large-scale genomic datasets. RESULTS: In this work, we present the Genopyc library through application to real-world genome wide association studies variants. Using Genopyc to investigate the functional consequences of variants associated to intervertebral disc degeneration enabled a deeper understanding of the potential dysregulated pathways involved in the disease, which can be explored and visualized by exploiting the functionalities featured in the package. Genopyc emerges as a powerful asset for researchers, facilitating the investigation of complex diseases paving the way for more targeted therapeutic interventions. AVAILABILITY AND IMPLEMENTATION: Genopyc is available on pip https://pypi.org/project/genopyc/.The source code of Genopyc is available at https://github.com/freh-g/genopyc. A tutorial notebook is available at https://github.com/freh-g/genopyc/blob/main/tutorials/Genopyc_tutorial_notebook.ipynb. Finally, a detailed documentation is available at: https://genopyc.readthedocs.io/en/latest/.


Assuntos
Estudo de Associação Genômica Ampla , Genômica , Software , Humanos , Genômica/métodos , Mineração de Dados/métodos , Variação Genética , Bases de Dados Genéticas , Biologia Computacional/métodos
3.
EMBO Rep ; 24(5): e56134, 2023 05 04.
Artigo em Inglês | MEDLINE | ID: mdl-36929574

RESUMO

Multisubunit Tethering Complexes (MTCs) are a set of conserved protein complexes that tether vesicles at the acceptor membrane. Interactions with other components of the trafficking machinery regulate MTCs through mechanisms that are partially understood. Here, we systematically investigate the interactome that regulates MTCs. We report that P4-ATPases, a family of lipid flippases, interact with MTCs that participate in the anterograde and retrograde transport at the Golgi, such as TRAPPIII. We use the P4-ATPase Drs2 as a paradigm to investigate the mechanism and biological relevance of this interplay during transport of Atg9 vesicles. Binding of Trs85, the sole-specific subunit of TRAPPIII, to the N-terminal tail of Drs2 stabilizes TRAPPIII on membranes loaded with Atg9 and is required for Atg9 delivery during selective autophagy, a role that is independent of P4-ATPase canonical functions. This mechanism requires a conserved I(S/R)TTK motif that also mediates the interaction of the P4-ATPases Dnf1 and Dnf2 with MTCs, suggesting a broader role of P4-ATPases in MTC regulation.


Assuntos
Proteínas de Saccharomyces cerevisiae , Saccharomyces cerevisiae , Saccharomyces cerevisiae/genética , Saccharomyces cerevisiae/metabolismo , Adenosina Trifosfatases/genética , Adenosina Trifosfatases/metabolismo , Proteínas de Saccharomyces cerevisiae/metabolismo , Proteínas Relacionadas à Autofagia/genética , Proteínas Relacionadas à Autofagia/metabolismo , Proteínas de Membrana/genética , Proteínas de Membrana/metabolismo , ATPases Transportadoras de Cálcio/química , ATPases Transportadoras de Cálcio/metabolismo , Transportadores de Cassetes de Ligação de ATP/metabolismo
4.
J Proteome Res ; 23(2): 560-573, 2024 02 02.
Artigo em Inglês | MEDLINE | ID: mdl-38252700

RESUMO

One of the primary goals of systems medicine is the detection of putative proteins and pathways involved in disease progression and pathological phenotypes. Vascular cognitive impairment (VCI) is a heterogeneous condition manifesting as cognitive impairment resulting from vascular factors. The precise mechanisms underlying this relationship remain unclear, which poses challenges for experimental research. Here, we applied computational approaches like systems biology to unveil and select relevant proteins and pathways related to VCI by studying the crosstalk between cardiovascular and cognitive diseases. In addition, we specifically included signals related to oxidative stress, a common etiologic factor tightly linked to aging, a major determinant of VCI. Our results show that pathways associated with oxidative stress are quite relevant, as most of the prioritized vascular cognitive genes and proteins were enriched in these pathways. Our analysis provided a short list of proteins that could be contributing to VCI: DOLK, TSC1, ATP1A1, MAPK14, YWHAZ, CREB3, HSPB1, PRDX6, and LMNA. Moreover, our experimental results suggest a high implication of glycative stress, generating oxidative processes and post-translational protein modifications through advanced glycation end-products (AGEs). We propose that these products interact with their specific receptors (RAGE) and Notch signaling to contribute to the etiology of VCI.


Assuntos
Transtornos Cognitivos , Disfunção Cognitiva , Demência Vascular , Humanos , Transtornos Cognitivos/complicações , Transtornos Cognitivos/diagnóstico , Disfunção Cognitiva/genética , Estresse Oxidativo , Cognição , Demência Vascular/genética , Demência Vascular/diagnóstico
5.
Nucleic Acids Res ; 50(14): 8207-8225, 2022 08 12.
Artigo em Inglês | MEDLINE | ID: mdl-35848924

RESUMO

RNA-binding proteins (RBPs) have been relatively overlooked in cancer research despite their contribution to virtually every cancer hallmark. Here, we use RNA interactome capture (RIC) to characterize the melanoma RBPome and uncover novel RBPs involved in melanoma progression. Comparison of RIC profiles of a non-tumoral versus a metastatic cell line revealed prevalent changes in RNA-binding capacities that were not associated with changes in RBP levels. Extensive functional validation of a selected group of 24 RBPs using five different in vitro assays unveiled unanticipated roles of RBPs in melanoma malignancy. As proof-of-principle we focused on PDIA6, an ER-lumen chaperone that displayed a novel RNA-binding activity. We show that PDIA6 is involved in metastatic progression, map its RNA-binding domain, and find that RNA binding is required for PDIA6 tumorigenic properties. These results exemplify how RIC technologies can be harnessed to uncover novel vulnerabilities of cancer cells.


Assuntos
Melanoma , Metástase Neoplásica , Isomerases de Dissulfetos de Proteínas , Proteínas de Ligação a RNA , Linhagem Celular Tumoral , Retículo Endoplasmático , Humanos , Melanoma/genética , Melanoma/patologia , Chaperonas Moleculares/genética , Chaperonas Moleculares/metabolismo , Metástase Neoplásica/genética , Isomerases de Dissulfetos de Proteínas/genética , Isomerases de Dissulfetos de Proteínas/metabolismo , RNA/genética , Proteínas de Ligação a RNA/genética , Proteínas de Ligação a RNA/metabolismo
6.
Int J Mol Sci ; 24(2)2023 Jan 09.
Artigo em Inglês | MEDLINE | ID: mdl-36674792

RESUMO

Alzheimer's disease (AD) is known to be caused by amyloid ß-peptide (Aß) misfolded into ß-sheets, but this knowledge has not yet led to treatments to prevent AD. To identify novel molecular players in Aß toxicity, we carried out a genome-wide screen in Saccharomyces cerevisiae, using a library of 5154 gene knock-out strains expressing Aß1-42. We identified 81 mammalian orthologue genes that enhance Aß1-42 toxicity, while 157 were protective. Next, we performed interactome and text-mining studies to increase the number of genes and to identify the main cellular functions affected by Aß oligomers (oAß). We found that the most affected cellular functions were calcium regulation, protein translation and mitochondrial activity. We focused on SURF4, a protein that regulates the store-operated calcium channel (SOCE). An in vitro analysis using human neuroblastoma cells showed that SURF4 silencing induced higher intracellular calcium levels, while its overexpression decreased calcium entry. Furthermore, SURF4 silencing produced a significant reduction in cell death when cells were challenged with oAß1-42, whereas SURF4 overexpression induced Aß1-42 cytotoxicity. In summary, we identified new enhancer and protective activities for Aß toxicity and showed that SURF4 contributes to oAß1-42 neurotoxicity by decreasing SOCE activity.


Assuntos
Doença de Alzheimer , Peptídeos beta-Amiloides , Animais , Humanos , Peptídeos beta-Amiloides/genética , Peptídeos beta-Amiloides/toxicidade , Peptídeos beta-Amiloides/química , Cálcio/metabolismo , Doença de Alzheimer/genética , Doença de Alzheimer/metabolismo , Morte Celular , Canais de Cálcio/genética , Fragmentos de Peptídeos/genética , Fragmentos de Peptídeos/toxicidade , Fragmentos de Peptídeos/metabolismo , Mamíferos/metabolismo , Proteínas de Membrana/genética , Proteínas de Membrana/metabolismo
7.
Mol Biol Evol ; 38(11): 4948-4961, 2021 10 27.
Artigo em Inglês | MEDLINE | ID: mdl-34297086

RESUMO

The enormous mammal's lifespan variation is the result of each species' adaptations to their own biological trade-offs and ecological conditions. Comparative genomics have demonstrated that genomic factors underlying both, species lifespans and longevity of individuals, are in part shared across the tree of life. Here, we compared protein-coding regions across the mammalian phylogeny to detect individual amino acid (AA) changes shared by the most long-lived mammals and genes whose rates of protein evolution correlate with longevity. We discovered a total of 2,737 AA in 2,004 genes that distinguish long- and short-lived mammals, significantly more than expected by chance (P = 0.003). These genes belong to pathways involved in regulating lifespan, such as inflammatory response and hemostasis. Among them, a total 1,157 AA showed a significant association with maximum lifespan in a phylogenetic test. Interestingly, most of the detected AA positions do not vary in extant human populations (81.2%) or have allele frequencies below 1% (99.78%). Consequently, almost none of these putatively important variants could have been detected by genome-wide association studies. Additionally, we identified four more genes whose rate of protein evolution correlated with longevity in mammals. Crucially, SNPs located in the detected genes explain a larger fraction of human lifespan heritability than expected, successfully demonstrating for the first time that comparative genomics can be used to enhance interpretation of human genome-wide association studies. Finally, we show that the human longevity-associated proteins are significantly more stable than the orthologous proteins from short-lived mammals, strongly suggesting that general protein stability is linked to increased lifespan.


Assuntos
Estudo de Associação Genômica Ampla , Longevidade , Envelhecimento/genética , Animais , Genômica , Humanos , Longevidade/genética , Mamíferos/genética , Filogenia
8.
J Clin Immunol ; 42(7): 1421-1432, 2022 10.
Artigo em Inglês | MEDLINE | ID: mdl-35716229

RESUMO

Pathogenic RIPK1 variants have been described as the cause of two different inborn errors of immunity. Biallelic loss-of-function variants cause the recessively inherited RIPK1 deficiency, while monoallelic variants impairing the caspase-8-mediated RIPK1 cleavage provoke a novel autoinflammatory disease (AID) called cleavage-resistant RIPK1-induced autoinflammatory (CRIA) syndrome. The aim of this study was to characterize the pathogenicity of two novel RIPK1 variants located at the cleavage site of caspase-8 detected in patients with dominantly-inherited, early-onset undefined AID. RIPK1 genotyping was performed by Sanger and next-generation sequencing. Clinical and analytical data were collected from medical charts, and in silico and in vitro assays were performed to evaluate the functional consequences. Genetic analyses identified two novel heterozygous RIPK1 variants at the caspase-8 cleavage site (p.Leu321Arg and p.Asp324Gly), which displayed a perfect intrafamilial phenotype-genotype segregation following a dominant inheritance pattern. Structural analyses suggested that these variants disrupt the normal RIPK1 structure, probably making it less accessible to and/or less cleavable by caspase-8. In vitro experiments confirmed that the p.Leu321Arg and p.Asp324Gly RIPK1 variants were resistant to caspase-8-mediated cleavage and induced a constitutive activation of necroptotic pathway in a similar manner that previously characterized RIPK1 variants causing CRIA syndrome. All these results strongly supported the pathogenicity of the two novel RIPK1 variants and the diagnosis of CRIA syndrome in all enrolled patients. Moreover, the evidences here collected expand the phenotypic and genetic diversity of this recently described AID, and provide interesting data about effectiveness of treatments that may benefit future patients.


Assuntos
Apoptose , Doenças Hereditárias Autoinflamatórias , Humanos , Caspase 8/genética , Caspase 8/metabolismo , Doenças Hereditárias Autoinflamatórias/diagnóstico , Doenças Hereditárias Autoinflamatórias/genética , Proteína Serina-Treonina Quinases de Interação com Receptores/genética , Proteína Serina-Treonina Quinases de Interação com Receptores/metabolismo
9.
Int J Mol Sci ; 23(23)2022 Dec 02.
Artigo em Inglês | MEDLINE | ID: mdl-36499491

RESUMO

Alzheimer's disease (AD) is characterised by the presence of extracellular amyloid plaques in the brain. They are composed of aggregated amyloid beta-peptide (Aß) misfolded into beta-sheets which are the cause of the AD memory impairment and dementia. Memory depends on the hippocampal formation and maintenance of synapses by long-term potentiation (LTP), whose main steps are the activation of NMDA receptors, the phosphorylation of CaMKIIα and the nuclear translocation of the transcription factor CREB. It is known that Aß oligomers (oAß) induce synaptic loss and impair the formation of new synapses. Here, we have studied the effects of oAß on CaMKIIα. We found that oAß produce reactive oxygen species (ROS), that induce CaMKIIα oxidation in human neuroblastoma cells as we assayed by western blot and immunofluorescence. Moreover, this oxidized isoform is significantly present in brain samples from AD patients. We found that the oxidized CaMKIIα is active independently of the binding to calcium/calmodulin, and that CaMKIIα phosphorylation is mutually exclusive with CaMKIIα oxidation as revealed by immunoprecipitation and western blot. An in silico modelling of the enzyme was also performed to demonstrate that oxidation induces an activated state of CaMKIIα. In brains from AD transgenic models of mice and in primary cultures of murine hippocampal neurons, we demonstrated that the oxidation of CaMKIIα induces the phosphorylation of CREB and its translocation to the nucleus to promote the transcription of ARC and BDNF. Our data suggests that CaMKIIα oxidation would be a pro-survival mechanism that is triggered when a noxious stimulus challenges neurons as do oAß.


Assuntos
Doença de Alzheimer , Peptídeos beta-Amiloides , Animais , Humanos , Camundongos , Doença de Alzheimer/metabolismo , Peptídeos beta-Amiloides/metabolismo , Hipocampo/metabolismo , Potenciação de Longa Duração , Sinapses/metabolismo , Oxirredução , Proteína Quinase Tipo 2 Dependente de Cálcio-Calmodulina/metabolismo
10.
J Neurosci ; 36(46): 11693-11703, 2016 11 16.
Artigo em Inglês | MEDLINE | ID: mdl-27852777

RESUMO

Alzheimer's disease (AD) is a neurodegenerative disorder characterized by the pathological aggregation of the amyloid-ß peptide (Aß). Monomeric soluble Aß can switch from helicoidal to ß-sheet conformation, promoting its assembly into oligomers and subsequently to amyloid fibrils. Oligomers are highly toxic to neurons and have been reported to induce synaptic transmission impairments. The progression from oligomers to fibrils forming senile plaques is currently considered a protective mechanism to avoid the presence of the highly toxic oligomers. Protein nitration is a frequent post-translational modification under AD nitrative stress conditions. Aß can be nitrated at tyrosine 10 (Y10) by peroxynitrite. Based on our analysis of ThT binding, Western blot and electron and atomic force microscopy, we report that Aß nitration stabilizes soluble, highly toxic oligomers and impairs the formation of fibrils. We propose a mechanism by which fibril elongation is interrupted upon Y10 nitration: Nitration disrupts fibril-forming folds by preventing H14-mediated bridging, as shown with an Aß analog containing a single residue (H to E) replacement that mimics the behavior of nitrated Aß related to fibril formation and neuronal toxicity. The pathophysiological role of our findings in AD was highlighted by the study of these nitrated oligomers on mouse hippocampal neurons, where an increased NMDAR-dependent toxicity of nitrated Aß oligomers was observed. Our results show that Aß nitrotyrosination is a post-translational modification that increases Aß synaptotoxicity. SIGNIFICANCE STATEMENT: We report that nitration (i.e., the irreversible addition of a nitro group) of the Alzheimer-related peptide amyloid-ß (Aß) favors the stabilization of highly toxic oligomers and inhibits the formation of Aß fibrils. The nitrated Aß oligomers are more toxic to neurons due to increased cytosolic calcium levels throughout their action on NMDA receptors. Sustained elevated calcium levels trigger excitotoxicity, a characteristic event in Alzheimer's disease.


Assuntos
Peptídeos beta-Amiloides/química , Peptídeos beta-Amiloides/metabolismo , Amiloide/metabolismo , Modelos Químicos , Neurônios/metabolismo , Receptores de N-Metil-D-Aspartato/metabolismo , Amiloide/química , Amiloide/ultraestrutura , Peptídeos beta-Amiloides/ultraestrutura , Animais , Sítios de Ligação , Sobrevivência Celular/fisiologia , Células Cultivadas , Simulação por Computador , Camundongos , Modelos Moleculares , Neurônios/citologia , Nitrocompostos/química , Nitrocompostos/metabolismo , Ligação Proteica , Multimerização Proteica , Receptores de N-Metil-D-Aspartato/química , Tirosina/química , Tirosina/metabolismo
12.
Bioinformatics ; 30(13): 1935-6, 2014 Jul 01.
Artigo em Inglês | MEDLINE | ID: mdl-24603983

RESUMO

MOTIVATION: The remodeling of short fragment(s) of the protein backbone to accommodate new function(s), fine-tune binding specificities or change/create novel protein interactions is a common task in structure-based computational design. Alternative backbone conformations can be generated de novo or by redeploying existing fragments extracted from protein structures i.e. knowledge-based. We present Frag'r'Us, a web server designed to sample alternative protein backbone conformations in loop regions. The method relies on a database of super secondary structural motifs called smotifs. Thus, sampling of conformations reflects structurally feasible fragments compiled from existing protein structures. Availability and implementation Frag'r'Us has been implemented as web application and is available at http://www.bioinsilico.org/FRAGRUS.


Assuntos
Proteínas/química , Bases de Conhecimento , Estrutura Secundária de Proteína , Estrutura Terciária de Proteína , Software
13.
Nucleic Acids Res ; 40(Database issue): D479-85, 2012 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-22021380

RESUMO

The regions of the polypeptide chain immediately preceding or following an α-helix are known as Nt- and Ct cappings, respectively. Cappings play a central role stabilizing α-helices due to lack of intrahelical hydrogen bonds in the first and last turn. Sequence patterns of amino acid type preferences have been derived for cappings but the structural motifs associated to them are still unclassified. CAPS-DB is a database of clusters of structural patterns of different capping types. The clustering algorithm is based in the geometry and the (Φ-ψ)-space conformation of these regions. CAPS-DB is a relational database that allows the user to search, browse, inspect and retrieve structural data associated to cappings. The contents of CAPS-DB might be of interest to a wide range of scientist covering different areas such as protein design and engineering, structural biology and bioinformatics. The database is accessible at: http://www.bioinsilico.org/CAPSDB.


Assuntos
Motivos de Aminoácidos , Bases de Dados de Proteínas , Algoritmos , Análise por Conglomerados , Modelos Moleculares , Peptídeos/química , Estrutura Secundária de Proteína , Interface Usuário-Computador
14.
NAR Genom Bioinform ; 6(2): lqae049, 2024 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-38745993

RESUMO

Knowledge graph embeddings (KGE) are a powerful technique used in the biomedical domain to represent biological knowledge in a low dimensional space. However, a deep understanding of these methods is still missing, and, in particular, regarding their applications to prioritize genes associated with complex diseases with reduced genetic information. In this contribution, we built a knowledge graph (KG) by integrating heterogeneous biomedical data and generated KGE by implementing state-of-the-art methods, and two novel algorithms: Dlemb and BioKG2vec. Extensive testing of the embeddings with unsupervised clustering and supervised methods showed that KGE can be successfully implemented to predict genes associated with diseases and that our novel approaches outperform most existing algorithms in both scenarios. Our findings underscore the significance of data quality, preprocessing, and integration in achieving accurate predictions. Additionally, we applied KGE to predict genes linked to Intervertebral Disc Degeneration (IDD) and illustrated that functions pertinent to the disease are enriched within the prioritized gene set.

15.
iScience ; 27(4): 109584, 2024 Apr 19.
Artigo em Inglês | MEDLINE | ID: mdl-38623337

RESUMO

Peptidyl arginine deiminases (PADIs) catalyze protein citrullination, a post-translational conversion of arginine to citrulline. The most widely expressed member of this family, PADI2, regulates cellular processes that impact several diseases. We hypothesized that we could gain new insights into PADI2 function through a systematic evolutionary and structural analysis. Here, we identify 20 positively selected PADI2 residues, 16 of which are structurally exposed and maintain PADI2 interactions with cognate proteins. Many of these selected residues reside in non-catalytic regions of PADI2. We validate the importance of a prominent loop in the middle domain that encompasses PADI2 L162, a residue under positive selection. This site is essential for interaction with the transcription elongation factor (P-TEFb) and mediates the active transcription of the oncogenes c-MYC, and CCNB1, as well as impacting cellular proliferation. These insights could be key to understanding and addressing the role of the PADI2 c-MYC axis in cancer progression.

16.
Front Immunol ; 14: 1212981, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37809085

RESUMO

Background: Psoriasis is a chronic immune-mediated inflammatory systemic disease with skin manifestations characterized by erythematous, scaly, itchy and/or painful plaques resulting from hyperproliferation of keratinocytes. Certolizumab pegol [CZP], a PEGylated antigen binding fragment of a humanized monoclonal antibody against TNF-alpha, is approved for the treatment of moderate-to-severe plaque psoriasis. Patients with psoriasis present clinical and molecular variability, affecting response to treatment. Herein, we utilized an in silico approach to model the effects of CZP in a virtual population (vPop) with moderate-to-severe psoriasis. Our proof-of-concept study aims to assess the performance of our model in generating a vPop and defining CZP response variability based on patient profiles. Methods: We built a quantitative systems pharmacology (QSP) model of a clinical trial-like vPop with moderate-to-severe psoriasis treated with two dosing schemes of CZP (200 mg and 400 mg, both every two weeks for 16 weeks, starting with a loading dose of CZP 400 mg at weeks 0, 2, and 4). We applied different modelling approaches: (i) an algorithm to generate vPop according to reference population values and comorbidity frequencies in real-world populations; (ii) physiologically based pharmacokinetic (PBPK) models of CZP dosing schemes in each virtual patient; and (iii) systems biology-based models of the mechanism of action (MoA) of the drug. Results: The combination of our different modelling approaches yielded a vPop distribution and a PBPK model that aligned with existing literature. Our systems biology and QSP models reproduced known biological and clinical activity, presenting outcomes correlating with clinical efficacy measures. We identified distinct clusters of virtual patients based on their psoriasis-related protein predicted activity when treated with CZP, which could help unravel differences in drug efficacy in diverse subpopulations. Moreover, our models revealed clusters of MoA solutions irrespective of the dosing regimen employed. Conclusion: Our study provided patient specific QSP models that reproduced clinical and molecular efficacy features, supporting the use of computational methods as modelling strategy to explore drug response variability. This might shed light on the differences in drug efficacy in diverse subpopulations, especially useful in complex diseases such as psoriasis, through the generation of mechanistically based hypotheses.


Assuntos
Farmacologia em Rede , Psoríase , Humanos , Certolizumab Pegol/uso terapêutico , Psoríase/tratamento farmacológico , Psoríase/induzido quimicamente , Anticorpos Monoclonais Humanizados/farmacologia , Anticorpos Monoclonais Humanizados/uso terapêutico , Fragmentos Fab das Imunoglobulinas/uso terapêutico , Doença Crônica
17.
Commun Biol ; 6(1): 487, 2023 05 10.
Artigo em Inglês | MEDLINE | ID: mdl-37165099

RESUMO

Latency is a major barrier towards virus elimination in HIV-1-infected individuals. Yet, the mechanisms that contribute to the maintenance of HIV-1 latency are incompletely understood. Here we describe the Schlafen 12 protein (SLFN12) as an HIV-1 restriction factor that establishes a post-transcriptional block in HIV-1-infected cells and thereby inhibits HIV-1 replication and virus reactivation from latently infected cells. The inhibitory activity is dependent on the HIV-1 codon usage and on the SLFN12 RNase active sites. Within HIV-1-infected individuals, SLFN12 expression in PBMCs correlated with HIV-1 plasma viral loads and proviral loads suggesting a link with the general activation of the immune system. Using an RNA FISH-Flow HIV-1 reactivation assay, we demonstrate that SLFN12 expression is enriched in infected cells positive for HIV-1 transcripts but negative for HIV-1 proteins. Thus, codon-usage dependent translation inhibition of HIV-1 proteins participates in HIV-1 latency and can restrict the amount of virus release after latency reversal.


Assuntos
Linfócitos T CD4-Positivos , HIV-1 , Uso do Códon , HIV-1/fisiologia , RNA Viral/genética , Latência Viral/genética
18.
Brain Commun ; 4(5): fcac243, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-36267327

RESUMO

Alzheimer's disease and Type 2 diabetes are pathological processes associated to ageing. Moreover, there are evidences supporting a mechanistic link between Alzheimer's disease and insulin resistance (one of the first hallmarks of Type 2 diabetes). Regarding Alzheimer's disease, amyloid ß-peptide aggregation into ß-sheets is the main hallmark of Alzheimer's disease. At monomeric state, amyloid ß-peptide is not toxic but its function in brain, if any, is unknown. Here we show, by in silico study, that monomeric amyloid ß-peptide 1-40 shares the tertiary structure with insulin and is thereby able to bind and activate insulin receptor. We validated this prediction experimentally by treating human neuroblastoma cells with increasing concentrations of monomeric amyloid ß-peptide 1-40. Our results confirm that monomeric amyloid ß-peptide 1-40 activates insulin receptor autophosphorylation, triggering downstream enzyme phosphorylations and the glucose Transporter 4 translocation to the membrane. On the other hand, neuronal insulin resistance is known to be associated to Alzheimer's disease since early stages. We thus modelled the docking of oligomeric amyloid ß-peptide 1-40 to insulin receptor. We found that oligomeric amyloid ß-peptide 1-40 blocks insulin receptor, impairing its activation. It was confirmed in vitro by observing the lack of insulin receptor autophosphorylation, and also the impairment of insulin-induced intracellular enzyme activations and the glucose Transporter 4 translocation to the membrane. By biological system analysis, we have carried out a mathematical model recapitulating the process that turns amyloid ß-peptide binding to insulin receptor from the physiological to the pathophysiological regime. Our results suggest that monomeric amyloid ß-peptide 1-40 contributes to mimic insulin effects in the brain, which could be good when neurons have an extra requirement of energy beside the well-known protective effects on insulin intracellular signalling, while its accumulation and subsequent oligomerization blocks the insulin receptor producing insulin resistance and compromising neuronal metabolism and protective pathways.

19.
Arthritis Rheumatol ; 74(4): 692-699, 2022 04.
Artigo em Inglês | MEDLINE | ID: mdl-34672126

RESUMO

OBJECTIVE: Autoinflammatory diseases are inherited disorders of innate immunity that usually start during childhood. However, several recent reports have described an increasing number of patients with autoinflammatory disease starting in adulthood. This study was undertaken to investigate the underlying cause of a case of late-onset uncharacterized autoinflammatory disease. METHODS: Genetics studies were performed using Sanger sequencing and next-generation sequencing (NGS) methods. In silico, in vitro, and ex vivo analyses were performed to determine the functional consequences of the detected variant. RESULTS: We studied a 57-year-old woman who at the age of 47 years began to have recurrent episodes of fever, myalgias, arthralgias, diffuse abdominal pain, diarrhea, adenopathies, and systemic inflammation, which were relatively well controlled with anti-interleukin-1 (anti-IL-1) drugs. NGS analyses did not detect germline variants in any of the known autoinflammatory disease-associated genes, but they identified the p.Ser171Phe NLRC4 variant in unfractionated blood, with an allele fraction (2-4%) compatible with gene mosaicism. Structural modeling analyses suggested that this missense variant might favor the open, active conformation of the NLRC4 protein, and in vitro and ex vivo analyses confirmed its propensity to oligomerize and activate the NLRC4 inflammasome, with subsequent overproduction of IL-18. CONCLUSION: Our findings indicate that the postzygotic p.Ser171Phe NLRC4 variant is a plausible cause of the disease in the enrolled patient. Functional and structural studies clearly support, for the first time, its gain-of-function behavior, consistent with previously reported NLRC4 pathogenic variants. These novel findings should be considered in the diagnostic evaluation of patients with adult-onset uncharacterized autoinflammatory disease.


Assuntos
Proteínas Adaptadoras de Sinalização CARD , Doenças Hereditárias Autoinflamatórias , Proteínas Adaptadoras de Sinalização CARD/genética , Proteínas de Ligação ao Cálcio , Feminino , Doenças Hereditárias Autoinflamatórias/genética , Humanos , Inflamassomos , Transtornos de Início Tardio , Pessoa de Meia-Idade , Mosaicismo
20.
Sci Adv ; 7(38): eabf4468, 2021 Sep 17.
Artigo em Inglês | MEDLINE | ID: mdl-34524838

RESUMO

The NLRP3 inflammasome is activated by a wide range of stimuli and drives diverse inflammatory diseases. The decrease of intracellular K+ concentration is a minimal upstream signal to most of the NLRP3 activation models. Here, we found that cellular K+ efflux induces a stable structural change in the inactive NLRP3, promoting an open conformation as a step preceding activation. This conformational change is facilitated by the specific NLRP3 FISNA domain and a unique flexible linker sequence between the PYD and FISNA domains. This linker also facilitates the ensemble of NLRP3PYD into a seed structure for ASC oligomerization. The introduction of the NLRP3 PYD-linker-FISNA sequence into NLRP6 resulted in a chimeric receptor able to be activated by K+ efflux­specific NLRP3 activators and promoted an in vivo inflammatory response to uric acid crystals. Our results establish that the amino-terminal sequence between PYD and NACHT domain of NLRP3 is key for inflammasome activation.

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