RESUMO
The metabolic state of a cell is influenced by cell-extrinsic factors, including nutrient availability and growth factor signaling. Here, we present extracellular matrix (ECM) remodeling as another fundamental node of cell-extrinsic metabolic regulation. Unbiased analysis of glycolytic drivers identified the hyaluronan-mediated motility receptor as being among the most highly correlated with glycolysis in cancer. Confirming a mechanistic link between the ECM component hyaluronan and metabolism, treatment of cells and xenografts with hyaluronidase triggers a robust increase in glycolysis. This is largely achieved through rapid receptor tyrosine kinase-mediated induction of the mRNA decay factor ZFP36, which targets TXNIP transcripts for degradation. Because TXNIP promotes internalization of the glucose transporter GLUT1, its acute decline enriches GLUT1 at the plasma membrane. Functionally, induction of glycolysis by hyaluronidase is required for concomitant acceleration of cell migration. This interconnection between ECM remodeling and metabolism is exhibited in dynamic tissue states, including tumorigenesis and embryogenesis.
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Proteínas de Transporte/fisiologia , Matriz Extracelular/metabolismo , Matriz Extracelular/fisiologia , Metabolismo dos Carboidratos/fisiologia , Proteínas de Transporte/metabolismo , Linhagem Celular Tumoral , Glucose/metabolismo , Transportador de Glucose Tipo 1 , Glicólise/fisiologia , Humanos , Ácido Hialurônico/fisiologia , Hialuronoglucosaminidase/farmacologia , Peptídeos e Proteínas de Sinalização Intercelular/metabolismo , Transdução de Sinais , Tristetraprolina/metabolismo , Tristetraprolina/fisiologiaRESUMO
Targeted proteomics strategies present a streamlined hypothesis-driven approach to analyze specific sets of pathways or disease related proteins. goDig is a quantitative, targeted tandem mass tag (TMT)-based assay that can measure the relative abundance differences for hundreds of proteins directly from unfractionated mixtures. Specific protein groups or entire pathways of up to 200 proteins can be selected for quantitative profiling, while leveraging sample multiplexing permits the simultaneous analysis of up to 18 samples. Despite these benefits, implementing goDig is not without challenges, as it requires access to an instrument application programming interface (iAPI), an elution order and spectral library, a web-based method builder, and dedicated companion software. In addition, the absence of an example test assay may dissuade researchers from testing or implementing goDig. Here, we repurpose the TKO11 standardâwhich is commercially available but may also be assembled in-labâand establish it as a de facto test assay for goDig. We build a proteome-wide goDig yeast library, quantify protein expression across several gene ontology (GO) categories, and compare these results to a fully fractionated yeast gold-standard data set. Essentially, we provide a guide detailing the goDig-based quantification of TKO11, which can also be used as a template for user-defined assays in other species.
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Saccharomyces cerevisiae , Espectrometria de Massas em Tandem , Espectrometria de Massas em Tandem/métodos , Proteômica/métodos , Software , Proteoma/análiseRESUMO
PURPOSE: Appendicitis, characterized by inflammation of the vermiform appendix, is a common abdominal emergency necessitating appendectomy. Recent evidence suggests a potential link between appendicitis and subsequent diverticular disease, yet population-based studies investigating this association are limited. METHODS: Utilizing the Disease Analyzer database encompassing data from over 1000 primary care practices in Germany, we conducted a retrospective cohort study. We included 25,379 adults diagnosed with appendicitis and an equal number of matched controls without appendicitis. The incidence of diverticular disease over a 10-year follow-up period was compared between the two cohorts. Cox regression analysis was performed to assess the association between appendicitis and diverticular disease, adjusting for potential confounders. RESULTS: Our findings revealed a significant association between appendicitis and subsequent diverticular disease (HR: 1.76; 95% CI: 1.57-1.97), with an increased risk observed across all age groups. Notably, this association was stronger in men (HR: 2.00; 95% CI: 1.68-2.37) than in women (HR: 1.58; 95% CI: 1.36-1.84). The cumulative 10-year incidence of diverticular disease was higher in patients with appendicitis (6.5%) compared to those without (3.6%). Additionally, we observed a clear age-dependent increase in the incidence of diverticular disease. CONCLUSION: This large-scale population-based study provides valuable insights into the interaction between appendicitis and diverticular disease. The study underscores the need for further research elucidating the underlying mechanisms linking appendicitis to diverticular disease. Probiotics emerge as a potential therapeutic avenue warranting exploration in the management of both conditions. These findings have important implications for clinical practice, highlighting the importance of considering appendicitis as a potential risk factor for diverticular disease, particularly in men. Further investigation is warranted to validate these findings and explore potential therapeutic interventions targeting the shared pathophysiological pathways underlying both conditions.
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Apendicite , Doenças Diverticulares , Adulto , Masculino , Humanos , Feminino , Apendicite/complicações , Apendicite/epidemiologia , Estudos de Coortes , Estudos Retrospectivos , Inflamação , Doenças Diverticulares/complicações , Doenças Diverticulares/epidemiologiaRESUMO
Numerous observations indicate that red blood cells (RBCs) affect T-cell activation and proliferation. We have studied effects of packed RBCs (PRBCs) on T-cell receptor (TCR) signaling and the molecular mechanisms whereby (P)RBCs modulate T-cell activation. In line with previous reports, PRBCs attenuated the expression of T-cell activation markers CD25 and CD69 upon costimulation via CD3/CD28. In addition, T-cell proliferation and cytokine expression were markedly reduced when T-cells were stimulated in the presence of PRBCs. Inhibitory activity of PRBCs required direct cell-cell contact and intact PRBCs. The production of activation-induced cellular reactive oxygen species, which act as second messengers in T-cells, was completely abrogated to levels of unstimulated T-cells in the presence of PRBCs. Phosphorylation of the TCR-related zeta chain and thus proximal TCR signal transduction was unaffected by PRBCs, ruling out mechanisms based on secreted factors and steric interaction restrictions. In large part, downstream signaling events requiring reactive oxygen species for full functionality were affected, as confirmed by an untargeted MS-based phosphoproteomics approach. PRBCs inhibited T-cell activation more efficiently than treatment with 1 mM of the antioxidant N-acetyl cysteine. Taken together, our data imply that inflammation-related radical reactions are modulated by PRBCs. These immunomodulating effects may be responsible for clinical observations associated with transfusion of PRBCs.
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Antígenos CD/imunologia , Antígenos de Diferenciação de Linfócitos T/imunologia , Eritrócitos/imunologia , Subunidade alfa de Receptor de Interleucina-2/imunologia , Lectinas Tipo C/imunologia , Espécies Reativas de Oxigênio/metabolismo , Linfócitos T/imunologia , Antígenos CD/metabolismo , Antígenos de Diferenciação de Linfócitos T/metabolismo , Proliferação de Células/fisiologia , Células Cultivadas , Eritrócitos/metabolismo , Humanos , Imunomodulação , Subunidade alfa de Receptor de Interleucina-2/metabolismo , Lectinas Tipo C/metabolismo , Leucócitos Mononucleares , Ativação Linfocitária , Fosforilação , Transdução de Sinais , Linfócitos T/metabolismoRESUMO
OBJECTIVE: To develop an international core outcome set (COS), a minimal collection of outcomes that should be measured and reported in all future clinical trials evaluating treatments of acute simple appendicitis in children. SUMMARY OF BACKGROUND DATA: A previous systematic review identified 115 outcomes in 60 trials and systematic reviews evaluating treatments for children with appendicitis, suggesting the need for a COS. METHODS: The development process consisted of 4 phases: (1) an updated systematic review identifying all previously reported outcomes, (2) a 2-stage international Delphi study in which parents with their children and surgeons rated these outcomes for inclusion in the COS, (3) focus groups with young people to identify missing outcomes, and (4) international expert meetings to ratify the final COS. RESULTS: The systematic review identified 129 outcomes which were mapped to 43 unique outcome terms for the Delphi survey. The first-round included 137 parents (8 countries) and 245 surgeons (10 countries), the second-round response rates were 61% and 85% respectively, with 10 outcomes emerging with consensus. After 2 young peoples' focus groups, 2 additional outcomes were added to the final COS (12): mortality, bowel obstruction, intraabdominal abscess, recurrent appendicitis, complicated appendicitis, return to baseline health, readmission, reoperation, unplanned appendectomy, adverse events related to treatment, major and minor complications. CONCLUSION: An evidence-informed COS based on international consensus, including patients and parents has been developed. This COS is recommended for all future studies evaluating treatment ofsimple appendicitis in children, to reduce heterogeneity between studies and facilitate data synthesis and evidence-based decision-making.
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Apendicite , Criança , Humanos , Adolescente , Técnica Delphi , Apendicite/cirurgia , Projetos de Pesquisa , Consenso , Doença Aguda , Avaliação de Resultados em Cuidados de Saúde/métodos , Resultado do TratamentoRESUMO
OBJECTIVE: A radiological emergency such as the detonation of a radiological dispersal device would have catastrophic health, environmental, and economic consequences. Community assessments can provide useful information about radiological and other emergency preparedness at the household level. Tools such as logic models can be applied to link data collected in a community assessment to planned activities and targeted outcomes. This study sought to answer how public health departments can use the results of a community assessment to improve preparedness for radiological and other types of emergencies and to present a sample logic model demonstrating how questions asked in a community assessment can be used to drive intended outcomes. DESIGN: Surveys were fielded in 2019 to professionals with experience in radiological emergency preparedness, state and local health and emergency management, and journalism. Questions included the role of health departments in radiological emergency preparedness, the operationalization of results from a community assessment for preparedness, and information sharing in a radiological emergency. Descriptive statistics and a modified framework approach were used for open-ended questions. RESULTS: Nearly three-fourths of state/local officials reported that it would be at least somewhat difficult (73%; 11 of 15 state/local officials) for a local health department to operationalize the results of a community health assessment for radiological emergency preparedness. Potential barriers included competing priorities, lack of funds, and limited staff. Resources such as pretested communication materials, tailored messaging, and technical tools and training can assist health departments and emergency management agencies in using the information collected from a community assessment. CONCLUSIONS: To address implementation challenges in operationalizing the results of a community assessment, officials can use tools such as logic models to illustrate how the information gathered from a community health assessment will create an intended preparedness outcome and to advocate for funds for this type of assessment.
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Defesa Civil , Planejamento em Desastres , Comunicação , Planejamento em Desastres/métodos , Humanos , Saúde Pública/métodos , Inquéritos e QuestionáriosRESUMO
Recent studies indicate that erythrocytes actively modulate blood clotting and thrombus formation. The lipid mediator lysophosphatidic acid (LPA) is produced by activated platelets, and triggers a signaling process in erythrocytes. This results in cellular calcium uptake and exposure of phosphatidylserine (PS) at the cell surface, thereby generating activated membrane binding sites for factors of the clotting cascade. Moreover, erythrocytes of patients with a bleeding disorder and mutations in the scramblase TMEM16F show impaired PS exposure and microvesiculation upon treatment with calcium ionophore. We report that TMEM16F inhibitors tannic acid (TA) and epigallocatechin-3-gallate (EGCG) inhibit LPA-induced PS exposure and calcium uptake at low micromolar concentrations; fluoxetine, an antidepressant and a known activator of TMEM16F, enhances these processes. These effectors likewise modulate erythrocyte PS exposure and microvesicle shedding induced by calcium ionophore treatment. Further, LPA-treated erythrocytes triggered thrombin generation in platelet-free plasma which was partially impaired in the presence of TA and EGCG. Thus, this study suggests that LPA activates the scramblase TMEM16F in erythrocytes, thereby possibly mediating a pro-thrombotic function in these cells. EGCG as well as fluoxetine, substances with potentially high plasma concentrations due to alimentation or medical treatment, should be considered as potential effectors of systemic hemostatic regulation.
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Anoctaminas/metabolismo , Micropartículas Derivadas de Células/metabolismo , Eritrócitos/metabolismo , Lisofosfolipídeos/metabolismo , Fosfatidilserinas/metabolismo , Proteínas de Transferência de Fosfolipídeos/metabolismo , Trombose/metabolismo , Eritrócitos/citologia , Hemostasia , Humanos , Trombina/metabolismoRESUMO
BACKGROUND: Few and inconsistent data exist describing the effect of storage duration on glycated hemoglobin (HbA1c) concentrations of red blood cells (RBCs), impeding interpretation of HbA1c values in transfused diabetic patients. Hence the aim of this study was to evaluate to what extent HbA1c concentrations of RBCs change during the maximum allowed storage period of 42 days. STUDY DESIGN AND METHODS: Blood was drawn from 16 volunteers, leukofiltered, and stored under standard blood banking conditions. HbA1c concentrations of RBCs were measured on Days 1 and 42 of storage using three different validated devices (ion-exchange high-performance liquid chromatography Method A1 and A2, turbidimetric immunoassay Method B). RESULTS: Mean HbA1c concentrations of RBCs on Day 1 were 5.3 ± 0.3% (Method A1), 5.4 ± 0.4% (Method A2), and 5.1 ± 0.4% (Method B). HbA1c concentrations increased to 5.6 ± 0.3% (A1, p < 0.0001), 5.7 ± 0.3% (A2, p = 0.004), and 5.5 ± 0.4% (B, p < 0.0001) on Day 42, respectively, corresponding to a 1.06-fold increase across all methods. Glucose concentrations in the storage solution of RBCs decreased from 495 ± 27 to 225 ± 55 mg/dL (p < 0.0001), confirming that stored RBCs were metabolically active. CONCLUSION: These results suggest a significant, albeit minor, and most likely clinically insignificant increase in HbA1c concentrations during storage of RBCs for 42 days.
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Bancos de Sangue , Preservação de Sangue , Eritrócitos/metabolismo , Hemoglobinas Glicadas/metabolismo , Adulto , Eritrócitos/citologia , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Fatores de TempoRESUMO
Recent studies on erythrocyte membrane fluctuations revealed that the erythrocyte cytoskeleton actively modulates its membrane association thereby regulating crucial membrane properties. Cationic amphiphilic drugs like chlorpromazine are known to induce a cup-like cell shape and vesicle formation into the cell interior, effectors of this process, however, are largely unknown. Using flow cytometry, this study explored conditions that influence endovesiculation induced by chlorpromazine. We found that inhibitors of membrane fluctuations, like ATP depletion, vanadate or fluoride, also inhibited endovesiculation whereas activation of PKC, known to decrease cytoskeleton association and increase membrane fluctuations, also enhanced endovesicle formation. This indicates that endovesicle formation and membrane fluctuations are modulated by the same cytoskeleton-regulated membrane properties. Further, acanthocytic erythrocytes of chorea acanthocytosis (ChAc) patients that lack the VPS13A/chorein protein - likely a crucial organizer at the erythrocyte cytoskeleton/membrane interface - showed a strong decrease in chlorpromazine-induced endovesiculation. The responses of ChAc erythrocytes to effectors of endovesiculation were similar to that of control erythrocytes, yet at drastically reduced levels. This suggests a more rigid and less dynamic interaction at the membrane-cytoskeleton interphase of ChAc erythrocytes.
Assuntos
Clorpromazina/administração & dosagem , Vesículas Citoplasmáticas/metabolismo , Citoesqueleto/metabolismo , Membrana Eritrocítica/metabolismo , Neuroacantocitose/sangue , Proteínas de Transporte Vesicular/deficiência , Clorpromazina/efeitos adversos , Vesículas Citoplasmáticas/patologia , Citoesqueleto/patologia , Membrana Eritrocítica/patologia , Feminino , Citometria de Fluxo , Humanos , Masculino , Neuroacantocitose/tratamento farmacológicoRESUMO
Given the interest in the ectodomain of the matrix 2 (M2e) channel protein as a target for development of a universal influenza vaccine, we examined the role of the antigen configuration of M2e in generating a protective immune response. A series of M2e mutations and a truncated M2e segment were prepared as a means of controlling the formation of monomer, dimer, and higher order multimeric forms of M2e. Each of these M2e peptides was incorporated into a liposome-based vaccine technology platform previously shown to stimulate a protective response to influenza A infection using M2e as a mixture of monomers, dimers and multimers (L-M2e1-HD/MPL). Our results using these modified forms of M2e produced 90-100% survival following lethal challenge with H1N1 (A/PR/8/34) in both inbred BALB/c and outbred Swiss Webster mice vaccinated with a truncated monomeric form of the M2 protein, M2e1-15 in liposomes. These observations show that a tetrameric configuration is not required to elicit significant protection when the M2e antigen is formulated in immunogenic liposomes and further, that the first 15 amino acids of M2e likely play a primary role in providing the protective immune response.
Assuntos
Vírus da Influenza A Subtipo H1N1/efeitos dos fármacos , Vacinas contra Influenza/imunologia , Infecções por Orthomyxoviridae/prevenção & controle , Proteínas da Matriz Viral/imunologia , Animais , Feminino , Vacinas contra Influenza/administração & dosagem , Vacinas contra Influenza/química , Lipossomos , Camundongos , Camundongos Endogâmicos BALB C , Mutação , Infecções por Orthomyxoviridae/imunologia , Multimerização Proteica , Proteínas da Matriz Viral/química , Proteínas da Matriz Viral/genéticaRESUMO
We investigate the dielectric profile of water confined between two planar polar walls using atomistic molecular dynamics simulations. For a water slab thickness below 1 nm the dielectric response is highly asymmetric: while the parallel component slightly increases compared to bulk, the perpendicular one decreases drastically due to anticorrelated polarization of neighboring water molecules. We demonstrate the importance of the dielectric contribution due to flexible polar headgroups and derive an effective dielectric tensorial box model suitable for coarse-grained electrostatic modeling.
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OBJECTIVE: To examine the temporal evolution of spinal cord (SC) atrophy in multiple sclerosis (MS), and its association with clinical progression in a large MS cohort. METHODS: A total of 352 patients from two centres with MS (relapsing remitting MS (RRMS): 256, secondary progressive MS (SPMS): 73, primary progressive MS (PPMS): 23) were included. Clinical and MRI parameters were obtained at baseline, after 12 months and 24 months of follow-up. In addition to conventional brain and SC MRI parameters, the annualised percentage brain volume change and the annualised percentage upper cervical cord cross-sectional area change (aUCCA) were quantified. Main outcome measure was disease progression, defined by expanded disability status scale increase after 24 months. RESULTS: UCCA was lower in SPMS and PPMS compared with RRMS for all time points. aUCCA over 24 months was highest in patients with SPMS (-2.2% per year) and was significantly higher in patients with disease progression (-2.3% per year) than in stable patients (-1.2% per year; p=0.003), while annualised percentage brain volume change did not differ between subtypes (RRMS: -0.42% per year; SPMS -0.6% per year; PPMS: -0.46% per year) nor between progressive and stable patients (p=0.055). Baseline UCCA and aUCCA over 24 months were found to be relevant contributors of expanded disability status scale at month-24, while baseline UCCA as well as number of SC segments involved by lesions at baseline but not aUCCA were relevant contributors of disease progression. CONCLUSIONS: SC MRI parameters including baseline UCCA and SC lesions were significant MRI predictors of disease progression. Progressive 24-month upper SC atrophy occurred in all MS subtypes, and was faster in patients exhibiting disease progression at month-24.
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Vértebras Cervicais/patologia , Esclerose Múltipla/patologia , Medula Espinal/patologia , Adulto , Atrofia , Encéfalo/patologia , Estudos de Coortes , Avaliação da Deficiência , Progressão da Doença , Feminino , Humanos , Imageamento por Ressonância Magnética , Masculino , Pessoa de Meia-IdadeRESUMO
AIM: Typical symptoms of gastroesophageal reflux disease (GERD) are known to be frequent in pregnancy. The aim of this study was to gain a first estimation of the occurrence of extraesophageal symptoms in this context. METHODS: A prospective longitudinal study was performed on 166 pregnant women and in a control group of 285 women. The diagnosis of GERD was based on the Montreal classification using the reflux disease questionnaire (RDQ). Extraesophageal symptoms were recorded with a self-administered questionnaire. Typical GERD symptoms and extraesophageal GERD symptoms were recorded in each trimester of pregnancy. RESULTS: The prevalence of GERD during pregnancy was 16.9% in the first, 25.3% in the second and 51.2% in the third trimester. The prevalence of GERD in the control group was 6.3%. Asthma was reported by 3.5% of controls and by 6% of pregnant women during pregnancy. Chest pain occurred in 6% of the controls and in 1.8%, 2.4% and 2.4% during the trimesters of pregnancy, chronic cough was reported by 1.1% of controls and 1.2% of pregnant women. With the diagnosis of GERD the odds ratios and 95% confidence intervals for asthma, chronic cough and chest pain in the third trimester of pregnancy were as follows: 1.56 (0.58-4.22) for asthma, 0.91 (0.08-10.28) for chronic cough and 2.04 (0.49-8.46) for chest pain. CONCLUSION: GERD is very frequent during pregnancy with progressive incidence during the course of pregnancy. Extraesophageal symptoms of GERD have an unexpected low prevalence during pregnancy.
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Asma/epidemiologia , Dor no Peito/epidemiologia , Tosse/epidemiologia , Refluxo Gastroesofágico/epidemiologia , Complicações na Gravidez/epidemiologia , Adulto , Asma/diagnóstico , Dor no Peito/diagnóstico , Comorbidade , Tosse/diagnóstico , Feminino , Refluxo Gastroesofágico/diagnóstico , Alemanha/epidemiologia , Humanos , Incidência , Estudos Longitudinais , Gravidez , Complicações na Gravidez/diagnóstico , Trimestres da Gravidez , Estudos Prospectivos , Fatores de Risco , Avaliação de Sintomas/estatística & dados numéricosRESUMO
Histone deacetylase (HDAC) inhibitors induce cell cycle arrest, differentiation or apoptosis in tumour cells and are, therefore, promising anti-cancer reagents. However, the specific HDAC isoforms that mediate these effects are not yet identified. To explore the role of HDAC1 in tumourigenesis and tumour proliferation, we established an experimental teratoma model using wild-type and HDAC1-deficient embryonic stem cells. HDAC1-deficient teratomas showed no significant difference in size compared with wild-type teratomas. Surprisingly, loss of HDAC1 was not only linked to increased apoptosis, but also to significantly enhanced proliferation. Epithelial structures showed reduced differentiation as monitored by Oct3/4 expression and changed E-cadherin localization and displayed up-regulated expression of SNAIL1, a regulator of epithelial cell plasticity. Increased levels of the transcriptional regulator SNAIL1 are crucial for enhanced proliferation and reduced differentiation of HDAC1-deficient teratoma. Importantly, the analysis of human teratomas revealed a similar link between loss of HDAC1 and enhanced tumour malignancy. These findings reveal a novel role for HDAC1 in the control of tumour proliferation and identify HDAC1 as potential marker for benign teratomas.
Assuntos
Células-Tronco Embrionárias/metabolismo , Regulação Neoplásica da Expressão Gênica , Histona Desacetilase 1/genética , Teratoma/enzimologia , Animais , Apoptose , Caderinas/genética , Carcinoma Embrionário/enzimologia , Carcinoma Embrionário/genética , Carcinoma Embrionário/patologia , Linhagem Celular , Linhagem Celular Tumoral , Proliferação de Células , Células-Tronco Embrionárias/citologia , Células-Tronco Embrionárias/patologia , Histona Desacetilase 1/metabolismo , Humanos , Camundongos , Fator 3 de Transcrição de Octâmero/genética , Fenótipo , Fatores de Transcrição da Família Snail , Teratoma/genética , Teratoma/patologia , Fatores de Transcrição/genéticaRESUMO
BACKGROUND: The development of predictors of multiple sclerosis (MS) disability is difficult due to the complex interplay of pathophysiological and adaptive processes. OBJECTIVE: The purpose of this study was to investigate whether combined evoked potential (EP)-measures allow prediction of MS disability after 20 years. METHODS: We examined 28 patients with clinically definite MS according to Poser's criteria with Expanded Disability Status Scale (EDSS) scores, combined visual and motor EPs at entry (T0), 6 (T1), 12 (T2) and 24 (T3) months, and a cranial magnetic resonance imaging (MRI) scan at T0 and T2. EDSS testing was repeated at year 14 (T4) and year 20 (T5). Spearman rank correlation was used. We performed a multivariable regression analysis to examine predictive relationships of the sum of z-transformed EP latencies (s-EPT0) and other baseline variables with EDSST5. RESULTS: We found that s-EPT0 correlated with EDSST5 (rho=0.72, p<0.0001) and ΔEDSST5-T0 (rho=0.50, p=0.006). Backward selection resulted in the prediction model: E (EDSST5)=3.91-2.22×therapy+0.079×age+0.057×s-EPT0 (Model 1, R (2)=0.58) with therapy as binary variable (1=any disease-modifying therapy between T3 and T5, 0=no therapy). Neither EDSST0 nor T2-lesion or gadolinium (Gd)-enhancing lesion quantities at T0 improved prediction of EDSST5. The area under the receiver operating characteristic (ROC) curve was 0.89 for model 1. CONCLUSIONS: These results further support a role for combined EP-measures as predictors of long-term disability in MS.
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Avaliação da Deficiência , Eletroencefalografia , Potencial Evocado Motor , Potenciais Evocados Visuais , Esclerose Múltipla/diagnóstico , Adulto , Área Sob a Curva , Meios de Contraste , Progressão da Doença , Estimulação Elétrica , Feminino , Gadolínio DTPA , Humanos , Imageamento por Ressonância Magnética , Masculino , Pessoa de Meia-Idade , Esclerose Múltipla/patologia , Esclerose Múltipla/fisiopatologia , Análise Multivariada , Estimulação Luminosa , Valor Preditivo dos Testes , Estudos Prospectivos , Curva ROC , Tempo de Reação , Fatores de TempoRESUMO
Motion artifacts are a well-known and frequent limitation during neuroimaging workup of cognitive decline. While head motion typically deteriorates image quality, we test the hypothesis that head motion differs systematically between healthy controls (HC), amnestic mild cognitive impairment (aMCI) and Alzheimer disease (AD) and consequently might contain diagnostic information. This prospective study was approved by the local ethics committee and includes 28 HC (age 71.0 ± 6.9 years, 18 females), 15 aMCI (age 67.7 ± 10.9 years, 9 females) and 20 AD (age 73.4 ± 6.8 years, 10 females). Functional magnetic resonance imaging (fMRI) at 3T included a 9 min echo-planar imaging sequence with 180 repetitions. Cumulative average head rotation and translation was estimated based on standard fMRI preprocessing and compared between groups using receiver operating characteristic statistics. Global cumulative head rotation discriminated aMCI from controls [p < 0.01, area under curve (AUC) 0.74] and AD from controls (p < 0.01, AUC 0.73). The ratio of rotation z versus y discriminated AD from controls (p < 0.05, AUC 0.71) and AD from aMCI (p < 0.05, AUC of 0.75). Head motion systematically differs between aMCI/AD and controls. Since motion is not random but convoluted with diagnosis, the higher amount of motion in aMCI and AD as compared to controls might be a potential confounding factor for fMRI group comparisons. Additionally, head motion not only deteriorates image quality, yet also contains useful discriminatory information and is available for free as a "side product" of fMRI data preprocessing.
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Doença de Alzheimer/fisiopatologia , Artefatos , Disfunção Cognitiva/fisiopatologia , Movimentos da Cabeça , Imageamento por Ressonância Magnética , Idoso , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Estudos ProspectivosRESUMO
Protein-protein interactions (PPIs) are ubiquitous in biology, yet a comprehensive structural characterization of the PPIs underlying biochemical processes is lacking. Although AlphaFold-Multimer (AF-M) has the potential to fill this knowledge gap, standard AF-M confidence metrics do not reliably separate relevant PPIs from an abundance of false positive predictions. To address this limitation, we used machine learning on well curated datasets to train a Structure Prediction and Omics informed Classifier called SPOC that shows excellent performance in separating true and false PPIs, including in proteome-wide screens. We applied SPOC to an all-by-all matrix of nearly 300 human genome maintenance proteins, generating ~40,000 predictions that can be viewed at predictomes.org, where users can also score their own predictions with SPOC. High confidence PPIs discovered using our approach suggest novel hypotheses in genome maintenance. Our results provide a framework for interpreting large scale AF-M screens and help lay the foundation for a proteome-wide structural interactome.
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Nucleosomes are the fundamental unit of eukaryotic chromatin. Diverse factors interact with nucleosomes to modulate chromatin architecture and facilitate DNA repair, replication, transcription, and other cellular processes. An important platform for chromatin binding is the H2A-H2B acidic patch. Here, we used AlphaFold-Multimer to screen over 7000 human proteins for nucleosomal acidic patch binding and identify 41 potential acidic patch binders. We determined the cryo-EM structure of one hit, SHPRH, with the nucleosome at 2.8 Å. The structure confirms the predicted acidic patch interaction, reveals that the SHPRH ATPase engages a different nucleosomal DNA location than other SF2-type ATPases, and clarifies the roles of SHPRH's domains in nucleosome recognition. Our results illustrate the use of in silico screening as a high throughput method to identify specific interaction types and expands the set of potential acidic patch binding factors. All the screening data is freely available at: https://predictomes.org/view/acidicpatch.
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In transcription-coupled repair, stalled RNA polymerase II (Pol II) is recognized by CSB and CRL4CSA, which co-operate with UVSSSA and ELOF1 to recruit TFIIH for nucleotide excision repair (TC-NER). To explore the mechanism of TC-NER, we recapitulated this reaction in vitro. When a plasmid containing a site-specific lesion is transcribed in frog egg extract, error-free repair is observed that depends on CSB, CRL4CSA, UVSSA, and ELOF1. Repair also depends on STK19, a factor previously implicated in transcription recovery after UV exposure. A 1.9 Å cryo-electron microscopy structure shows that STK19 joins the TC-NER complex by binding CSA and the RPB1 subunit of Pol II. Furthermore, AlphaFold predicts that STK19 interacts with the XPD subunit of TFIIH, and disrupting this interface impairs cell-free repair. Molecular modeling suggests that STK19 positions TFIIH ahead of Pol II for lesion verification. In summary, our analysis of cell-free TC-NER suggests that STK19 couples RNA polymerase II stalling to downstream repair events.
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Proteolysis-targeting chimeras (PROTACs) represent a new therapeutic modality involving selectively directing disease-causing proteins for degradation through proteolytic systems. Our ability to exploit targeted protein degradation (TPD) for antibiotic development remains nascent due to our limited understanding of which bacterial proteins are amenable to a TPD strategy. Here, we use a genetic system to model chemically-induced proximity and degradation to screen essential proteins in Mycobacterium smegmatis (Msm), a model for the human pathogen M. tuberculosis (Mtb). By integrating experimental screening of 72 protein candidates and machine learning, we find that drug-induced proximity to the bacterial ClpC1P1P2 proteolytic complex leads to the degradation of many endogenous proteins, especially those with disordered termini. Additionally, TPD of essential Msm proteins inhibits bacterial growth and potentiates the effects of existing antimicrobial compounds. Together, our results provide biological principles to select and evaluate attractive targets for future Mtb PROTAC development, as both standalone antibiotics and potentiators of existing antibiotic efficacy.