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Approaches to analyze and cluster T-cell receptor (TCR) repertoires to reflect antigen specificity are critical for the diagnosis and prognosis of immune-related diseases and the development of personalized therapies. Sequence-based approaches showed success but remain restrictive, especially when the amount of experimental data used for the training is scarce. Structure-based approaches which represent powerful alternatives, notably to optimize TCRs affinity toward specific epitopes, show limitations for large-scale predictions. To handle these challenges, TCRpcDist is presented, a 3D-based approach that calculates similarities between TCRs using a metric related to the physico-chemical properties of the loop residues predicted to interact with the epitope. By exploiting private and public datasets and comparing TCRpcDist with competing approaches, it is demonstrated that TCRpcDist can accurately identify groups of TCRs that are likely to bind the same epitopes. Importantly, the ability of TCRpcDist is experimentally validated to determine antigen specificities (neoantigens and tumor-associated antigens) of orphan tumor-infiltrating lymphocytes (TILs) in cancer patients. TCRpcDist is thus a promising approach to support TCR repertoire analysis and TCR deorphanization for individualized treatments including cancer immunotherapies.
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ClC-K/barttin channels are involved in the transepithelial transport of chloride in the kidney and inner ear. Their physiological role is crucial in humans because mutations in CLCNKB or BSND, encoding ClC-Kb and barttin, cause Bartter's syndrome types III and IV, respectively. In vitro experiments have shown that an amino acid change in a proline-tyrosine motif in the C-terminus of barttin stimulates ClC-K currents. The molecular mechanism of this enhancement and whether this potentiation has any in vivo relevance remains unknown. We performed electrophysiological and biochemical experiments in Xenopus oocytes and kidney cells co-expressing ClC-K and barttin constructs. We demonstrated that barttin possesses a YxxØ motif and, when mutated, increases ClC-K plasma membrane stability, resulting in larger currents. To address the impact of mutating this motif in kidney physiology, we generated a knock-in mouse. Comparing wild-type (WT) and knock-in mice under a standard diet, we could not observe any difference in ClC-K and barttin protein levels or localization, either in urinary or plasma parameters. However, under a high-sodium low-potassium diet, known to induce hyperplasia of distal convoluted tubules, knock-in mice exhibit reduced hyperplasia compared to WT mice. In summary, our in vitro and in vivo studies demonstrate that the previously identified PY motif is indeed an endocytic YxxØ motif in which mutations cause a gain of function of the channel. KEY POINTS: It is revealed by mutagenesis and functional experiments that a previously identified proline-tyrosine motif regulating ClC-K plasma membrane levels is indeed an endocytic YxxØ motif. Biochemical characterization of mutants in the YxxØ motif in Xenopus oocytes and human embryonic kidney cells indicates that mutants showed increased plasma membrane levels as a result of an increased stability, resulting in higher function of ClC-K channels. Mutation of this motif does not affect barttin protein expression and subcellular localization in vivo. Knock-in mice with a mutation in this motif, under conditions of a high-sodium low-potassium diet, exhibit less hyperplasia in the distal convoluted tubule than wild-type animals, indicating a gain of function of the channel in vivo.
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AIM: To develop and implement specific training based on the knowledge and management of conspiracy of silence among nursing students. BACKGROUND: Conspiracy of silence refers to the concealment of information from a patient on the family's request, under the influence of a paternalistic culture that seeks to protect the patient. DESIGN: Participatory action research. METHODS: Was conducted in the following stages: reconnaissance (focus groups); planning, action and observation (theoretical sessions); and reflection (analysis of care plans). The focus group consisted of six fourth year and eight second-year students. The intervention was conducted with 42â¯s-year students and a total of 93â¯s-year students participated in the resolution of the clinical case. The study was conducted between October 2022 and June 2023 at the Faculty of Nursing, University of X. For data analysis, the process described by Carrillo et al. (2011) was followed, involving coding and the creation of categories and subcategories. RESULTS: The focus group deficiencies were detected in the students' learning of palliative care competence, breaking bad news and the conspiracy of silence (reconnaissance stage). Therefore, an intervention was conducted to reinforce these knowledge areas, specifically addressing the conspiracy of silence (planning, action and observation stages). The resolution of the case showed how students with training approached the situation more comprehensively, including the family and proposed activities that were consistent with managing the situation (reflection stage). CONCLUSIONS: An active feedback process was successfully established, where the students' feedback helped create specific training on oncological palliative care and provided the students with tools to manage the conspiracy of silence. The results underscore the importance of providing students with training in palliative care and managing conspiracy of silence, through therapeutic communication training, active training or enhancing emotional intelligence. This training is essential for cultivating the attitudes and skills required to deliver high-quality palliative care.
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Hyperpolarization-activated cyclic nucleotide-gated (HCN) channels1 are essential for pacemaking activity and neural signalling2,3. Drugs inhibiting HCN1 are promising candidates for management of neuropathic pain4 and epileptic seizures5. The general anaesthetic propofol (2,6-di-iso-propylphenol) is a known HCN1 allosteric inhibitor6 with unknown structural basis. Here, using single-particle cryo-electron microscopy and electrophysiology, we show that propofol inhibits HCN1 by binding to a mechanistic hotspot in a groove between the S5 and S6 transmembrane helices. We found that propofol restored voltage-dependent closing in two HCN1 epilepsy-associated polymorphisms that act by destabilizing the channel closed state: M305L, located in the propofol-binding site in S5, and D401H in S6 (refs. 7,8). To understand the mechanism of propofol inhibition and restoration of voltage-gating, we tracked voltage-sensor movement in spHCN channels and found that propofol inhibition is independent of voltage-sensor conformational changes. Mutations at the homologous methionine in spHCN and an adjacent conserved phenylalanine in S6 similarly destabilize closing without disrupting voltage-sensor movements, indicating that voltage-dependent closure requires this interface intact. We propose a model for voltage-dependent gating in which propofol stabilizes coupling between the voltage sensor and pore at this conserved methionine-phenylalanine interface in HCN channels. These findings unlock potential exploitation of this site to design specific drugs targeting HCN channelopathies.
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Epilepsia , Canais Disparados por Nucleotídeos Cíclicos Ativados por Hiperpolarização , Ativação do Canal Iônico , Mutação , Canais de Potássio , Propofol , Humanos , Sítios de Ligação , Microscopia Crioeletrônica , Eletrofisiologia , Epilepsia/tratamento farmacológico , Epilepsia/genética , Epilepsia/metabolismo , Células HEK293 , Canais Disparados por Nucleotídeos Cíclicos Ativados por Hiperpolarização/antagonistas & inibidores , Canais Disparados por Nucleotídeos Cíclicos Ativados por Hiperpolarização/química , Canais Disparados por Nucleotídeos Cíclicos Ativados por Hiperpolarização/genética , Canais Disparados por Nucleotídeos Cíclicos Ativados por Hiperpolarização/metabolismo , Canais Disparados por Nucleotídeos Cíclicos Ativados por Hiperpolarização/ultraestrutura , Ativação do Canal Iônico/efeitos dos fármacos , Ativação do Canal Iônico/genética , Metionina/genética , Metionina/metabolismo , Modelos Moleculares , Movimento/efeitos dos fármacos , Fenilalanina/genética , Fenilalanina/metabolismo , Polimorfismo Genético , Canais de Potássio/química , Canais de Potássio/genética , Canais de Potássio/metabolismo , Canais de Potássio/ultraestrutura , Propofol/farmacologia , Propofol/químicaRESUMO
PURPOSE: To describe four patients with subacute encephalopathy with seizures in alcoholics (SESA) syndrome and to review its clinical, electroencephalogram (EEG), neuroimaging and diagnostic criteria. METHODS: We conducted a retrospective analysis of a series of prospectively collected patients who met the previously established criteria for SESA syndrome. Subsequently, we reviewed all cases published in the English language from the initial description to the present. RESULTS: We found 34 patients diagnosed with SESA syndrome to date, including the four cases of SESA in this report. Fourteen out of 34 (41.1 %) patients were over 60 years of age. Twelve (35.2 %) were abstinent from alcohol and in 4 (11.7 %) there was excessive alcohol consumption. Triggering causes were unknown in 18 cases (53.0 %). All cases (100 %) presented with an altered mental status. Fourteen (41.1 %) subjects had a history of epileptic seizures in the context of acute withdrawal syndrome (AWS). Twenty (58.8 %) patients had focal motor seizures (FMSs), 24 (70.5 %) bilateral tonic-clonic seizures (BTCSs), and 15 (44.1 %) focal impaired awareness seizures (FIASs). In 8 (23.5 %), criteria for focal nonconvulsive status epilepticus (NCSE) were met. Twenty-eight (82.3 %) subjects had transient neurological deficits. In 29 (85.2 %) subjects, lateralized periodic discharges (LPDs) were observed in the EEG. Areas of increased T2/FLAIR signal and restricted diffusion were mentioned in 22 subjects (64.7 %). Transfer to the intensive care unit (ICU) was necessary in 8 (23.5 %) subjects. Thirteen (38.2 %) had recurrent episodes. Enduring cerebral sequelae had been mentioned in 9 (26.4 %) cases. The most used anti-seizure medication (ASM) was levetiracetam, followed by phenytoin and lacosamide. CONCLUSION: SESA syndrome represents a well-defined subtype of focal NCSE in patients with chronic alcoholism. Its prompt recognition can facilitate the initiation of early ASM therapy and help implement a video-EEG evaluation and neuroimaging strategy.
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Eletroencefalografia , Humanos , Masculino , Pessoa de Meia-Idade , Feminino , Estudos Retrospectivos , Convulsões/etiologia , Adulto , Idoso , Alcoolismo/complicações , Convulsões por Abstinência de Álcool/complicações , Síndrome , Anticonvulsivantes/uso terapêuticoRESUMO
Aluminum hydroxide has long been employed as a vaccine adjuvant for its safety profile, although its precise mechanism of action remains elusive. In this study, we investigated the transcriptomic responses in sheep spleen following repetitive vaccination with aluminum adjuvanted vaccines and aluminum hydroxide alone. Notably, this work represents the first exploration of the sheep spleen transcriptome in such conditions. Animals were splitted in 3 treatment groups: vaccine group, adjuvant alone group and control group. A total of 18 high-depth RNA-seq libraries were sequenced, resulting in a rich dataset which also allowed isoform-level analysis. The comparisons between vaccine-treated and control groups (V vs C) as well as between vaccine-treated and adjuvant-alone groups (V vs A) revealed significant alterations in gene expression profiles, including protein coding genes and long non-coding RNAs. Among the differentially expressed genes, many were associated with processes such as endoplasmic reticulum (ER) stress, immune response and cell cycle. The analysis of co-expression modules further indicated a correlation between vaccine treatment and genes related to ER stress and unfolded protein response. Surprisingly, adjuvant-alone treatment had little impact on the spleen transcriptome. Additionally, the role of alternative splicing in the immune response was explored. We identified isoform switches in genes associated with immune regulation and inflammation, potentially influencing protein function. In conclusion, this study provides valuable insights into the transcriptomic changes in sheep spleen following vaccination with aluminum adjuvanted vaccines and aluminum hydroxide alone. These findings shed light on the molecular mechanisms underlying vaccine-induced immune responses and emphasize the significance of antigenic components in aluminum adjuvant mechanism of action. Furthermore, the analysis of alternative splicing revealed an additional layer of complexity in the immune response to vaccination in a livestock species.
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Adjuvantes Imunológicos , Baço , Transcriptoma , Vacinação , Animais , Baço/imunologia , Baço/metabolismo , Ovinos , Perfilação da Expressão Gênica , Vacinas/imunologia , Hidróxido de Alumínio/imunologia , Processamento AlternativoRESUMO
In our continuing search for biologically active new chemical entities from marine organisms, we have isolated a new cyclic depsipeptide, PM170453 (1), from a cyanobacterium of the genus Lyngbya sp., collected in the Indo-Pacific Ocean. Structure elucidation of the isolated compound was determined by spectroscopic methods including MS, 1H, 13C and 2D-NMR. To solve the supply problem for 1 and progress pharmaceutical development, the total synthesis of 1 that involves a total of 20 chemical steps in a convergent process was carried out. Its in vitro cytotoxic activity against four human tumor cell lines, as well as the inhibition of the interaction between the programmed cell death protein 1 PD-1 and its ligand PD-L1 were also evaluated.
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Antineoplásicos , Cianobactérias , Depsipeptídeos , Depsipeptídeos/farmacologia , Depsipeptídeos/isolamento & purificação , Depsipeptídeos/química , Depsipeptídeos/síntese química , Humanos , Cianobactérias/química , Linhagem Celular Tumoral , Antineoplásicos/farmacologia , Antineoplásicos/isolamento & purificação , Antineoplásicos/química , Antineoplásicos/síntese química , Organismos Aquáticos , Antígeno B7-H1/antagonistas & inibidores , Oceano Pacífico , Peptídeos Cíclicos/farmacologia , Peptídeos Cíclicos/química , Peptídeos Cíclicos/isolamento & purificaçãoRESUMO
BACKGROUND: Several antithrombotic treatments during emergent carotid artery stenting (eCAS) have been proposed, but an appropriate protocol to balance risk-benefit is not well known. OBJECTIVE: To investigate the efficacy and safety of tirofiban compared with aspirin in patients with acute ischemic stroke undergoing eCAS. METHODS: We conducted a retrospective single-center study of the prospective ARTISTA Registry, including patients with atherosclerotic internal carotid artery occlusion treated with eCAS. Two groups, according to antiplatelet drug, were studied: aspirin (250-500 mg single-dose) versus tirofiban (500 µg bolus+200 µg/h). Primary outcomes were the rate of in-stent thrombosis and symptomatic intracranial hemorrhage (sICH) within the first 24 hours. RESULTS: During the period 2019-2023, 181 patients were included, 103 received aspirin, 78 tirofiban; 149 (82.3%) had tandem lesions. The primary efficacy outcome occurred in 9 (9.4%) in the aspirin group, as compared with 1 (1.3%) in the tirofiban group (adjusted odds ratio (aOR)=0.11, 95% CI 0.01 to 0.98; P=0.048). The primary safety outcome was detected in 12 (11.7%) in the aspirin group, as compared with 2 (2.6%) in the tirofiban group (aOR=0.16, 95% CI 0.03 to 0.87; P=0.034). The tirofiban group presented a lower risk of parenchymal hemorrhage (18 (17.4%) vs 4 (5.2%), aOR=0.27, 95% CI 0.09 to 0.88; P=0.029) and an increased rate of excellent recanalization (expanded Treatment in Cerebral Infarction (eTICI) 2c-3) (50 (48.5%) vs 54 (69.2%); aOR=2.15, 95% CI 1.12 to 4.13; P=0.02). There were no differences in functional outcomes or mortality at 3 months. CONCLUSIONS: Periprocedural antithrombotic therapy with tirofiban was associated with a lower risk of in-stent thrombosis and sICH at 24 hours from eCAS compared with aspirin. Prospective randomized clinical trials are needed to confirm our results.
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BACKGROUND: During the COVID-19 pandemic, young people have experienced numerous personal losses across various aspects, impacting their quality of life. This study aimed to explore and analyze the losses experienced by physiotherapy students during the first year of the COVID-19 pandemic. METHODS: A qualitative phenomenological study was conducted using an open-format exercise carried out during the Clinical Specialties class from February to May 2021. Thirty-four (83% female) third-year physical therapy students participated. ATLAS.ti software was used for the analysis and coding by three researchers. RESULTS: Analysis of the categories revealed various losses experienced by the participants, including losses in psychological well-being, physical health, the social sphere (friendships, relationships with partners and family members, and experiences of death), spiritual losses (loss of freedom and identity), leisure time (travel, recreational activities and physical exercise), and different losses related to university studies (motivation and enthusiasm and clinical practices). CONCLUSION: The COVID-19 pandemic has led to significant losses among physiotherapy students, with losses in the social sphere being the most prevalent. This study can serve as a foundation for developing resources aimed at enhancing the well-being of physiotherapy students, promoting optimal academic performance, improving self-care, and reducing psychosocial problems.
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COVID-19 , Pesquisa Qualitativa , Humanos , COVID-19/psicologia , COVID-19/epidemiologia , Feminino , Masculino , Adulto Jovem , Adulto , Qualidade de Vida/psicologia , Estudantes de Ciências da Saúde/psicologia , Pandemias , SARS-CoV-2RESUMO
Infant formulas (IF) can contain harmful chemical substances, such as pesticides and mycotoxins, resulting from the contamination of raw materials and inputs used in the production chain, which can cause adverse effects to infants. Therefore, the quick, easy, cheap, effective, rugged, and safe (QuEChERS) methodology prior ultra-high performance liquid chromatography coupled to triple quadrupole mass spectrometry (UHPL-QqQ-MS/MS) analysis was applied for the determination of 23 contaminants, in 30 samples of Brazilian IF. The method was validated in terms of limit of detection (0.2 to 0.4 µg/kg), limits of quantification (1 and 10 µg/kg), and recovery (64 % to 122 %); precision values, in terms of relative standard deviation (RSD), were ≤ 20 %. Fenitrothion, chlorpyrifos, and bifenthrin were the pesticides detected in the samples, but the values did not exceed the limit set by the European Union (EU), and ANVISA, and they were detected under their limits of quantification. Additionally, suspect screening and unknown analysis were conducted to tentatively identify 32 substances, including some compounds not covered in this study, such as pesticides, hormones, and veterinary drugs. Carbofuran was identified, confirmed and quantified in 10 % of the samples.
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Contaminação de Alimentos , Fórmulas Infantis , Limite de Detecção , Espectrometria de Massas em Tandem , Espectrometria de Massas em Tandem/métodos , Cromatografia Líquida de Alta Pressão/métodos , Brasil , Fórmulas Infantis/química , Contaminação de Alimentos/análise , Praguicidas/análise , Humanos , Resíduos de Praguicidas/análise , Reprodutibilidade dos Testes , Micotoxinas/análise , Lactente , Piretrinas/análiseRESUMO
A central challenge in developing personalized cancer cell immunotherapy is the identification of tumor-reactive T cell receptors (TCRs). By exploiting the distinct transcriptomic profile of tumor-reactive T cells relative to bystander cells, we build and benchmark TRTpred, an antigen-agnostic in silico predictor of tumor-reactive TCRs. We integrate TRTpred with an avidity predictor to derive a combinatorial algorithm of clinically relevant TCRs for personalized T cell therapy and benchmark it in patient-derived xenografts.
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OBJECTIVE: The long term benefit of carotid angioplasty and stenting (CAS) can be reduced by recurrent stroke related to in stent re-stenosis (ISR). An individualised predictive tool is needed to identify ISR events. A nomogram for individual risk assessment of ISR ≥ 70% after CAS is proposed. METHODS: A national observational, prospective, multicentre registry was conducted between January 2015 and December 2020. Cohorts of patients with symptomatic or asymptomatic severe carotid stenosis who underwent CAS with a follow up of at least one year after CAS were included. Duplex ultrasound was used to assess in stent re-stenosis. Pre-operative factors were compared between the non-ISR and ISR groups. Kaplan-Meier and Cox regression were used for variable selection. The nomogram was formulated and validated by concordance indices and calibration curves. An in stent re-stenosis risk table was generated for risk stratification. RESULTS: A total of 354 patients were included in the analysis. The ISR rate of ≥ 70% was 7.6% (n = 27). Peripheral arterial disease (hazard ratio [HR] 3.18, 95% confidence interval [CI] 1.23 - 8.24, p = .017), anterior communicating artery absence (HR 3.38, 95% CI 1.27 - 8.94, p = .016), diabetes mellitus (HR 3.34, 95% CI 1.21 - 9.26, p = .020), female sex (HR 2.99, 95% CI 1.04 - 8.60, p = .041), and pre-procedure pathological ultrasound vasoreactivity (HR 3.87, 95% CI 1.43 -10.50, p = .008), as independent risk factors for ISR of ≥ 70%, were included in the nomogram. The concordance index at 12 and 24 months was 0.83. In low risk groups, ISR of ≥ 70% occurred in 4.8% of patients during follow up compared with 56.2% of patients in the high risk groups (p < .001). CONCLUSION: The nomogram and risk evaluation score have good predictive ability for ISR. They can be used as practical clinical tools for individualised risk assessment.
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Declines in estrogen levels occur in women transitioning to menopause. Estrogen hormones play important roles in multiple systems of the body, and estrogen loss is associated with a variety of symptoms that can decrease quality of life. The gut microbiota is involved in regulating endogenous estrogen levels. A portion of estrogen glucuronides can be reactivated in the gut by the microbial enzyme ß-glucuronidase, and the resulting free estrogens can return to the bloodstream. Here, we carried out in vitro screening of ß-glucuronidase activities for 84 strains belonging to 16 different species of lactic acid bacteria and bifidobacteria and found that one and three strains of Levilactobacillus brevis and Lacticasebacillus rhamnosus, respectively, can deconjugate estrogens. Among these strains, L. brevis KABP052 had the highest ß-glucuronidase activity. Moreover, in an exploratory, randomized, double-blind, placebo-controlled trial, we demonstrated that serum estrogen levels in healthy peri- and postmenopausal women given a probiotic formula containing KABP052 were maintained over time, whereas levels significantly decreased in the group given a placebo. Significantly higher levels of estradiol (31.62 ± 7.97 pg/mL vs. 25.12 ± 8.17 pg/mL) and estrone (21.38 ± 8.57 pg/mL vs. 13.18 ± 8.77 pg/mL) were observed in the probiotic versus placebo group after 12 weeks of intervention. This clinical study demonstrated for the first time the estrogen modulation capacity of a probiotic formula containing a bacterial strain having ß-glucuronidase activity in women during the menopausal transition and formed the basis for future investigations using probiotics in the menopausal population.
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Suplementos Nutricionais , Estrogênios , Glucuronidase , Pós-Menopausa , Probióticos , Humanos , Probióticos/farmacologia , Feminino , Glucuronidase/metabolismo , Glucuronidase/sangue , Estrogênios/sangue , Estrogênios/metabolismo , Pessoa de Meia-Idade , Método Duplo-Cego , Microbioma Gastrointestinal/efeitos dos fármacos , Lacticaseibacillus rhamnosus , Perimenopausa/sangue , Adulto , BifidobacteriumRESUMO
Seagrass meadows are biodiversity hotspots for invertebrate species including decapods. Understanding the drivers of species abundance, richness and diversity of decapod assemblages is crucial for the conservation of such hotspots, but how drivers act across multiple spatial scales remains unexplored. Here we describe the decapod assemblages of Posidonia oceanica seagrass meadows and assess the influence of attributes from three increasing spatial scales (habitat, landscape, and geographical levels) on the assemblages' structure and composition, as well as the variability partitioning among each one of these levels. Overall, geographical level attributes (i.e., inlet aperture, confinement) affected the most the decapod assemblages, while we only found a modest contribution from habitat (e.g., detritus biomass, sediment organic matter) and landscape attributes (e.g., fragmentation). We suggest that decapod assemblages are driven by the interaction of multiple processes occurring at different scales and other highly stochastic phenomena such as larval dispersion and recruitment.
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Alismatales , Decápodes , Animais , Ecossistema , Biodiversidade , BiomassaRESUMO
Drug discovery aims to identify potential therapeutic compounds capable of modulating the activity of specific biological targets. Molecular docking can efficiently support this process by predicting binding interactions between small molecules and macromolecular targets and potentially accelerating screening campaigns. SwissDock is a computational tool released in 2011 as part of the SwissDrugDesign project, providing a free web-based service for small-molecule docking after automatized preparation of ligands and targets. Here, we present the latest version of SwissDock, in which EADock DSS has been replaced by two state-of-the-art docking programs, i.e. Attracting Cavities and AutoDock Vina. AutoDock Vina provides faster docking predictions, while Attracting Cavities offers more accurate results. Ligands can be imported in various ways, including as files, SMILES notation or molecular sketches. Targets can be imported as PDB files or identified by their PDB ID. In addition, advanced search options are available both for ligands and targets, giving users automatized access to widely-used databases. The web interface has been completely redesigned for interactive submission and analysis of docking results. Moreover, we developed a user-friendly command-line access which, in addition to all options of the web site, also enables covalent ligand docking with Attracting Cavities. The new version of SwissDock is freely available at https://www.swissdock.ch/.
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Simulação de Acoplamento Molecular , Software , Ligantes , Descoberta de Drogas/métodos , Interface Usuário-Computador , Internet , Proteínas/química , Proteínas/metabolismo , Bibliotecas de Moléculas Pequenas/química , Bibliotecas de Moléculas Pequenas/farmacologia , Ligação Proteica , Sítios de LigaçãoRESUMO
The role of sensory processing in maintaining postural control (PC) among preschool-aged children with autism spectrum disorder (ASD) remains underexplored despite its potential implications for their developmental trajectory. This study aimed to assess the utilization of sensory information for PC maintenance while standing in preschool-aged children with ASD and to examine its correlation with PC during functional tasks using a standardized tool. The cross-sectional study recruited 27 children, aged between 3 and 6 years, diagnosed with ASD. Participation indexes for somatosensory, vestibular, visual, and visual preference were computed during a modified Clinical Test of Sensory Integration and Balance (m-CTSIB), based on sagittal plane body sway analyzed via video with Kinovea® software (version 0.9.4). Additionally, scores from the Pediatric Balance Scale (PBS) were analyzed. Statistical analysis of data derived from lateral malleolus and mastoid process sway using the Friedman test revealed significant differences in the utilization of various sensory systems involved in PC during the m-CTSIB (p < 0.001). There was a pronounced reliance on somatosensory information, coupled with increased instability in the absence or with the variability of visual information. The mean PBS score was 50.44 ± 2.74, exhibiting a significant negative correlation with the vestibular index (p < 0.05). Preschool-aged children with ASD demonstrated challenges in maintaining PC while standing under different sensory conditions, indicating a heightened dependence on somatosensory cues, particularly in the absence or with the variability of visual stimuli. While these challenges were not reflected in PBS scores, they were negatively correlated with the vestibular index.
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Acute lymphoblastic leukemia (ALL) is the most prevalent cancer in children, and despite considerable progress in treatment outcomes, relapses still pose significant risks of mortality and long-term complications. To address this challenge, we employed a supervised machine learning technique, specifically random survival forests, to predict the risk of relapse and mortality using array-based DNA methylation data from a cohort of 763 pediatric ALL patients treated in Nordic countries. The relapse risk predictor (RRP) was constructed based on 16 CpG sites, demonstrating c-indexes of 0.667 and 0.677 in the training and test sets, respectively. The mortality risk predictor (MRP), comprising 53 CpG sites, exhibited c-indexes of 0.751 and 0.754 in the training and test sets, respectively. To validate the prognostic value of the predictors, we further analyzed two independent cohorts of Canadian (n = 42) and Nordic (n = 384) ALL patients. The external validation confirmed our findings, with the RRP achieving a c-index of 0.667 in the Canadian cohort, and the RRP and MRP achieving c-indexes of 0.529 and 0.621, respectively, in an independent Nordic cohort. The precision of the RRP and MRP models improved when incorporating traditional risk group data, underscoring the potential for synergistic integration of clinical prognostic factors. The MRP model also enabled the definition of a risk group with high rates of relapse and mortality. Our results demonstrate the potential of DNA methylation as a prognostic factor and a tool to refine risk stratification in pediatric ALL. This may lead to personalized treatment strategies based on epigenetic profiling.