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1.
Biometrics ; 80(2)2024 Mar 27.
Artigo em Inglês | MEDLINE | ID: mdl-38837902

RESUMO

In mobile health, tailoring interventions for real-time delivery is of paramount importance. Micro-randomized trials have emerged as the "gold-standard" methodology for developing such interventions. Analyzing data from these trials provides insights into the efficacy of interventions and the potential moderation by specific covariates. The "causal excursion effect," a novel class of causal estimand, addresses these inquiries. Yet, existing research mainly focuses on continuous or binary data, leaving count data largely unexplored. The current work is motivated by the Drink Less micro-randomized trial from the UK, which focuses on a zero-inflated proximal outcome, i.e., the number of screen views in the subsequent hour following the intervention decision point. To be specific, we revisit the concept of causal excursion effect, specifically for zero-inflated count outcomes, and introduce novel estimation approaches that incorporate nonparametric techniques. Bidirectional asymptotics are established for the proposed estimators. Simulation studies are conducted to evaluate the performance of the proposed methods. As an illustration, we also implement these methods to the Drink Less trial data.


Assuntos
Simulação por Computador , Telemedicina , Humanos , Telemedicina/estatística & dados numéricos , Estatísticas não Paramétricas , Causalidade , Ensaios Clínicos Controlados Aleatórios como Assunto , Modelos Estatísticos , Biometria/métodos , Interpretação Estatística de Dados
2.
Arq Neuropsiquiatr ; 82(5): 1-10, 2024 May.
Artigo em Inglês | MEDLINE | ID: mdl-38843846

RESUMO

BACKGROUND: The diagnosis of Hansen disease (HD) can be difficult when acid-fast bacilli are not detected in the patient's skin sample. OBJECTIVE: To demonstrate that detailed morphological analysis of nonspecific inflammatory and/or noninflammatory alterations in dermal nerves as well as skin adnexa in leprosy-suspected biopsy samples could improve the efficacy of histopathological diagnosis. METHODS: Patients with one to five skin lesions were enrolled in the study and classified into three groups by skin histopathology findings: Hansen disease (HD, n = 13), other diseases (OD, n = 11), and inconclusive cases (INC, n = 11). We quantified dermal nerve damage via the nerve lesion index (NLI) and PGP9.5-immunoreactive axon quantitative index in dermal nerves (AQI). We also measured inflammatory involvement of adnexa in cutaneous samples as indirect evidence of HD. RESULTS: We observed a higher median endoneurial inflammatory infiltrate NLI (HD = 0.5; INC = 0; OD = 0; p < 0.001) and more frequent inflammatory involvement of skin adnexa in samples of the HD group compared with those of the INC and OD groups (HD = 7; INC = 1; OD = 0). However, samples from the INC and OD groups also showed inflammatory and noninflammatory damage of dermal nerves, with 2 or more kinds of alterations in nerves in the same sample (respectively: INC = in 1 and 2 samples; OD = in 3 and 5 respectively). The quantification of PGP9.5-immunoreactive axons in dermal nerves revealed no difference between the groups. CONCLUSION: A detailed morphological analysis of cutaneous nerves in lesions with a suspicion of HD enabled us to select patients with nonspecific inflammatory or non-inflammatory lesions in the dermal nerves in the INC and OD groups, so they may be clinically monitored aiming at a possible future diagnosis of the disease. These INC and OD patients cannot have the HD diagnosis definitely excluded, and HD may coexist with another disease as a comorbidity.


ANTECEDENTES: A hanseníase pode ter o seu diagnóstico histopatológico dificultado quando bacilos álcool-ácido resistentes não são encontrados nas amostras de pele dos pacientes. OBJETIVO: Demonstrar que uma análise morfológica detalhada de alterações histopatológicas dos nervos dérmicos pode aumentar a eficácia diagnóstica. MéTODOS: Foram selecionadas amostras de pele de pacientes com uma a cinco lesões suspeitas de hanseníase. Os casos selecionados foram classificados conforme achados histopatológicos: hanseníase (HD, n = 13), casos inconclusivos (INC, n = 11), e outras doenças (OD, n = 11). Quantificamos as lesões dos nervos cutâneos por meio do índice de lesão de nervos (nerve lesion index, NLI, em inglês) e do índice quantitativo de axônios (axon quantitative index, AQI, em inglês) imunorreativos a PGP9.5 nos nervos cutâneos. Também medimos o envolvimento inflamatório dos anexos em amostras de pele como evidência indireta de hanseníase. RESULTADOS: Foram observadas no grupo HD medianas mais altas do NLI com relação a infiltrados inflamatórios endoneurais (HD = 0,5; INC = 0; OD = 0; p < 0,001) e mais alta frequência de acometimento inflamatório de anexos cutâneos (HD = 7; INC = 1; OD = 0). Entretanto, as amostras dos grupos INC e OD também mostraram comprometimento inflamatório e não inflamatório dos nervos cutâneos, com 2 ou mais tipos de alterações de nervos na mesma amostra (respectivamente: INC = 1 e 2; OD = 3 e 5). Não houve diferença significativa na quantidade de axônios endoneurais imunorreativos a PGP9.5 entre os grupos. CONCLUSãO: A análise morfológica detalhada dos nervos cutâneos em lesões suspeitas de hanseníase permitiu selecionar pacientes com lesões inespecíficas inflamatórias ou não inflamatórias nos nervos dérmicos nos grupos INC e OD, para que sejam monitorados clinicamente visando um possível diagnóstico futuro da doença. Esses pacientes INC e OD não podem ter o diagnóstico de HD definitivamente excluído, e a hanseníase pode coexistir com outra doença como uma comorbidade.


Assuntos
Imuno-Histoquímica , Hanseníase , Pele , Humanos , Masculino , Feminino , Hanseníase/patologia , Hanseníase/complicações , Pessoa de Meia-Idade , Adulto , Pele/inervação , Pele/patologia , Biópsia , Idoso , Adulto Jovem , Ubiquitina Tiolesterase/análise , Adolescente , Estatísticas não Paramétricas
3.
Arq Neuropsiquiatr ; 82(5): 1-8, 2024 May.
Artigo em Inglês | MEDLINE | ID: mdl-38811022

RESUMO

BACKGROUND: Increasing evidence suggests that inflammatory biomarkers play a significant role in cerebral venous sinus thrombosis (CVST). The neutrophil-to-lymphocyte ratio (NLR), platelet-to-lymphocyte ratio (PLR), and monocyte-to-lymphocyte ratio (MLR) are related to thrombotic conditions and indicators of systemic inflammation. OBJECTIVE: To analyze the correlation between inflammatory biomarkers and the extent of thrombus, determined by the CVST-Score. METHODS: A total of 40 patients with CVST (24 female subjects; 60%) and 40 age- and sex-matched healthy controls were retrospectively evaluated. Inflammatory biomarkers, including C-reactive protein (CRP), PLR, NLR, MLR, and the CVST-Score, were recorded to assess the relationship between biomarkers and thrombus burden. The patients were grouped according to symptom duration (group 1: 0-3 days; group 2: 4-7 days; and group 3: 8-30 days) to compare biomarker levels. RESULTS: The CRP, NLR, and PLR were significantly higher in the CVST group (p < 0.001; p = 0.003; p = 0.014 respectively). The NLR and PLR presented a significant positive correlation with the CVST-Score (p = 0.003, r = 0.464; p = 0.040, r = 0.326 respectively). The NLR was significantly higher in group 1 compared with groups 2 and 3 (p = 0.016 and p = 0.014 respectively). In group 1, there was a stronger positive correlation between the CVST-Score and the NLR (p = 0.026, r = 0.591) and the PLR (p = 0.012, r = 0.648). The multiple linear regression analysis revealed that the NLR is a key factor in predicting the CVST-Score (p = 0.019). CONCLUSION: The NLR and PLR are associated with thrombus burden in CVST, especially in patients admitted to the hospital in the early stages. The NLR is an independent factor to predict the thrombus burden in CVST.


ANTECEDENTES: Há evidências crescentes de que biomarcadores inflamatórios desempenham um papel importante na trombose venosa cerebral (TVC). A razão neutrófilo-linfócito (NLR), a razão plaqueta-linfócito (PLR) e a razão monócito-linfócito (MLR) estão relacionadas a condições trombóticas e são indicadores de inflamação sistêmica. OBJETIVO: Analisar a correlação entre NLR, PLR, MLR e a extensão do trombo, determinada pelo escore de TVC. MéTODOS: Avaliamos retrospectivamente 40 pacientes com TVC (24 mulheres; 60%) e 40 controles pareados por idade e sexo. Biomarcadores inflamatórios, incluindo proteína C reativa (PCR), PLR, NLR, MLR e escore de TVC, foram registrados para avaliar a relação entre biomarcadores e carga trombótica. Os pacientes foram agrupados de acordo com a duração dos sintomas (grupo 1: 0­3 dias; grupo 2: 4­7 dias; e grupo 3: 8­30 dias) para a comparação dos níveis de biomarcadores. RESULTADOS: A PCR, a NLR e a PLR foram significativamente maiores no grupo com TVC (p < 0,001; p = 0,003; e p = 0,014, respectivamente). A NLR e a PLR apresentaram correlação positiva significativa com o escore de TVC (p = 0,003, r = 0,464; e p = 0,040, r = 0,326, respectivamente). A NLR foi significativamente maior no grupo 1 em comparação aos grupos 2 e 3 (p = 0,016 e p = 0,014, respectivamente). No grupo 1, houve correlação mais forte entre o escore de TVC e a NLR (p = 0,026, r = 0,591) e a PLR (p = 0,012, r = 0,648). A análise de regressão linear múltipla identificou a NLR como fator-chave na predição do escore de TVC (p = 0,019). CONCLUSãO: A NLR e a PLR estão associadas à carga trombótica na TVC, especialmente em pacientes admitidos precocemente, e a RNL é um fator independente na previsão da carga trombótica.


Assuntos
Biomarcadores , Proteína C-Reativa , Linfócitos , Neutrófilos , Trombose dos Seios Intracranianos , Humanos , Feminino , Masculino , Trombose dos Seios Intracranianos/sangue , Trombose dos Seios Intracranianos/diagnóstico por imagem , Biomarcadores/sangue , Adulto , Proteína C-Reativa/análise , Estudos Retrospectivos , Pessoa de Meia-Idade , Estudos de Casos e Controles , Inflamação/sangue , Contagem de Plaquetas , Adulto Jovem , Plaquetas , Contagem de Linfócitos , Valores de Referência , Estatísticas não Paramétricas , Monócitos , Fatores de Tempo
4.
Braz Oral Res ; 38: e042, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38747829

RESUMO

The aim of this study was to investigate the DNA methylation profile in genes encoding catalase (CAT) and superoxide dismutase (SOD3) enzymes, which are involved in oxidative stress mechanisms, and in genes encoding pro-inflammatory cytokines interleukin-6 (IL6) and tumor necrosis factor-alpha (TNF-α) in the oral mucosa of oncopediatric patients treated with methotrexate (MTX®). This was a cross-sectional observational study and the population comprised healthy dental patients (n = 21) and those with hematological malignancies (n = 64) aged between 5 and 19 years. Oral conditions were evaluated using the Oral Assessment Guide and participants were divided into 4 groups: 1- healthy individuals; 2- oncopediatric patients without mucositis; 3- oncopediatric patients with mucositis; 4- oncopediatric patients who had recovered from mucositis. Methylation of DNA from oral mucosal cells was evaluated using the Methylation-Specific PCR technique (MSP). For CAT, the partially methylated profile was the most frequent and for SOD3 and IL6, the hypermethylated profile was the most frequent, with no differences between groups. For TNF-α, the hypomethylated profile was more frequent in the group of patients who had recovered from mucositis. It was concluded that the methylation profiles of CAT, SOD3, and IL6 are common profiles for oral cells of children and adolescents and have no association with oral mucositis or exposure to chemotherapy with MTX®. Hypomethylation of TNF-α is associated with oral mucosal recovery in oncopediatric patients who developed oral mucositis during chemotherapy.


Assuntos
Metotrexato , Mucosa Bucal , Estomatite , Adolescente , Criança , Pré-Escolar , Feminino , Humanos , Masculino , Adulto Jovem , Antimetabólitos Antineoplásicos/efeitos adversos , Estudos de Casos e Controles , Catalase/genética , Estudos Transversais , Metilação de DNA , Neoplasias Hematológicas/genética , Neoplasias Hematológicas/tratamento farmacológico , Interleucina-6/genética , Interleucina-6/análise , Metotrexato/uso terapêutico , Metotrexato/efeitos adversos , Mucosa Bucal/efeitos dos fármacos , Mucosite/genética , Mucosite/induzido quimicamente , Estresse Oxidativo/efeitos dos fármacos , Estresse Oxidativo/genética , Reação em Cadeia da Polimerase , Regiões Promotoras Genéticas/genética , Valores de Referência , Estatísticas não Paramétricas , Estomatite/genética , Estomatite/induzido quimicamente , Superóxido Dismutase/genética , Fator de Necrose Tumoral alfa/genética
5.
Arq Bras Cardiol ; 121(5): e20230678, 2024 Apr.
Artigo em Português, Inglês | MEDLINE | ID: mdl-38747749

RESUMO

BACKGROUND: Previous studies have been inconsistent in demonstrating beneficial cardiovascular effects of vitamin D supplementation. OBJECTIVE: To evaluate the effects of vitamin D3 supplementation on central hemodynamic parameters and autonomic activity in obese/overweight individuals with low vitamin D levels (<30ng/dl). METHODS: Adults 40-65 years old with body mass index ≥25<40 kg/m2 were enrolled in this prospective, randomized, double-blind clinical trial (NCT05689632). Central hemodynamics was assessed using the oscillometric method (Mobil-O-Graph®), and heart rate variability using a Polar heart rate monitor (Kubios® software). Patients (n=53) received a placebo in the control group (CO, n=25) or vitamin D3 (VD, n=28) 7000 IU/day, and were evaluated before (W0) and after 8 weeks (W8) with a significance level of 0.05. RESULTS: The groups were homogeneous regarding age (51±6 vs 52±6 years, p=0.509) and vitamin D levels (22.8±4.9 vs 21.7±4.5ng/ml, p=0.590). At W8, the VD group had significantly higher levels of vitamin D (22.5 vs 35.6ng/ml, p<0.001). Only the VD group showed a significant reduction in systolic blood pressure (SBP; 123±15 vs 119±14mmHg, p=0.019) and alkaline phosphatase (213±55 vs 202±55mg/dl, p=0.012). The CO group showed an increase in augmentation pressure (AP: 9 vs 12 mmHg, p=0.028) and augmentation index (AIx: 26 vs 35%, p=0.020), which was not observed in the VD group (AP: 8 vs 8 mmHg, AIx: 26 vs 25%, p>0.05). VD group showed an increase in the parasympathetic nervous system index (PNSi) (-0.64±0.94 vs -0.16±1.10, p=0.028) and the R-R interval (866±138 vs 924±161 ms, p= 0.026). CONCLUSION: In this sample, eight weeks of daily vitamin D supplementation resulted in an improvement in blood pressure levels and autonomic balance.


FUNDAMENTO: Estudos prévios têm sido inconsistentes em demonstrar efeitos cardiovasculares benéficos da suplementação de vitamina D. OBJETIVO: Avaliar efeitos da suplementação de vitamina D3 sobre parâmetros hemodinâmicos centrais e atividade autonômica em indivíduos obesos/sobrepeso e baixos níveis de vitamina D (<30ng/dl). MÉTODOS: Ensaio clínico prospectivo, randomizado, duplo-cego (NCT05689632), adultos 40-65 anos com índice de massa corporal ≥25<40 kg/m2. Hemodinâmica central avaliada por método oscilométrico (Mobil-O-Graph®), variabilidade da frequência cardíaca utilizando frequencímetro Polar (software Kubios®). Os pacientes (n=53) receberam placebo no grupo controle (CO, n=25) ou vitamina D3 (VD, n=28) 7000 UI/dia, avaliados antes (S0) e após 8 semanas (S8) com nível de significância de 0,05. RESULTADOS: Os grupos foram homogêneos na idade (51±6 vs. 52±6 anos, p=0,509) e níveis de vitamina D (22,8±4,9 vs. 21,7±4,5ng/ml, p=0,590). Na S8, o grupo VD apresentou níveis significativamente maiores de vitamina D (22,5 vs. 35,6ng/ml, p<0,001). Apenas o grupo VD mostrou redução significativa da pressão arterial sistólica (PAS; 123±15 vs. 119±14mmHg, p=0,019) e fosfatase alcalina (213±55 vs. 202±55mg/dl, p=0,012). O grupo CO mostrou elevação da pressão de aumento (AP: 9 vs. 12mmHg, p=0,028) e do índice de incremento (Aix: 26 vs. 35%, p=0,020), o que não foi observado no grupo VD (AP: 8 vs. 8mmHg, Aix: 26 vs. 25%, p>0,05). Grupo VD apresentou aumento no índice do sistema nervoso (iSN) parassimpático (-0,64±0,94 vs. -0,16±1,10, p=0,028) e no intervalo R-R (866±138 vs. 924±161ms, p=0,026). CONCLUSÃO: Nesta amostra, a suplementação diária de vitamina D durante oito semanas resultou em melhora dos níveis pressóricos, parâmetros hemodinâmicos centrais e do equilíbrio autonômico.


Assuntos
Sistema Nervoso Autônomo , Colecalciferol , Suplementos Nutricionais , Frequência Cardíaca , Hemodinâmica , Obesidade , Sobrepeso , Vitamina D , Humanos , Pessoa de Meia-Idade , Masculino , Sistema Nervoso Autônomo/efeitos dos fármacos , Sistema Nervoso Autônomo/fisiopatologia , Feminino , Método Duplo-Cego , Adulto , Hemodinâmica/efeitos dos fármacos , Estudos Prospectivos , Obesidade/fisiopatologia , Obesidade/complicações , Frequência Cardíaca/efeitos dos fármacos , Frequência Cardíaca/fisiologia , Idoso , Colecalciferol/administração & dosagem , Sobrepeso/fisiopatologia , Sobrepeso/complicações , Vitamina D/sangue , Pressão Sanguínea/efeitos dos fármacos , Pressão Sanguínea/fisiologia , Resultado do Tratamento , Deficiência de Vitamina D/fisiopatologia , Deficiência de Vitamina D/tratamento farmacológico , Deficiência de Vitamina D/complicações , Índice de Massa Corporal , Vitaminas/administração & dosagem , Vitaminas/uso terapêutico , Fatores de Tempo , Valores de Referência , Estatísticas não Paramétricas
6.
J Appl Oral Sci ; 32: e20230440, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38775557

RESUMO

This study aimed to compare the quality of root canal obturation (ratio of area occupied by gutta-percha (G), sealer (S), and presence of voids (V)) in different anatomical irregularities (intercanal communications, lateral irregularities, and accessory canals) located at different thirds of the root canal system of mandibular molar replicas. Sixty-seven 3D printed replicas of an accessed mandibular molar were prepared using ProGlider and ProTaper Gold rotatory systems. Three specimens were randomly selected to be used as controls and did not receive further treatment. The rest were randomly distributed in 4 experimental groups to be obturated using either cold lateral compaction (LC), continuous wave of condensation (CW), and core-carrier obturation (ThermafilPlus (TH) or GuttaCore (GC)) (n=16 per group). AHPlus® sealer was used in all groups. The three controls and a specimen from each experimental group were scanned using micro-computed tomography. The rest of the replicas were sectioned at the sites of anatomical irregularities and examined at 30× magnification. The G, S, and V ratios were calculated dividing the area occupied with each element by the total root canal area and then compared among groups using the Kruskal-Wallis test. Voids were present in all obturation techniques with ratios from 0.01 to 0.15. CW obtained a significantly higher G ratio in the irregularity located in the coronal third (0.882) than LC (0.681), TH (0.773), and GC (0.801) (p<0.05). TH and GC achieved significantly higher G ratios in those located in the apical third (p<0.05). The worst quality of obturation was observed in the loop accessory canal with all obturation techniques. Whitin the limitations of this study, it can be concluded that CW and core-carrier obturation are respectively the most effective techniques for obturating anatomical irregularities located in the coronal and the apical third.


Assuntos
Cavidade Pulpar , Guta-Percha , Teste de Materiais , Materiais Restauradores do Canal Radicular , Obturação do Canal Radicular , Microtomografia por Raio-X , Obturação do Canal Radicular/métodos , Materiais Restauradores do Canal Radicular/química , Microtomografia por Raio-X/métodos , Guta-Percha/química , Cavidade Pulpar/anatomia & histologia , Cavidade Pulpar/diagnóstico por imagem , Humanos , Reprodutibilidade dos Testes , Valores de Referência , Dente Molar/anatomia & histologia , Resinas Epóxi/química , Impressão Tridimensional , Propriedades de Superfície , Estatísticas não Paramétricas , Distribuição Aleatória
7.
Clinics (Sao Paulo) ; 79: 100385, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38754227

RESUMO

OBJECTIVE: To explore the relationship between Growth Hormone Insulin-like Growth Factors (GH-IGFs) and growth retardation in children with bronchial asthma. METHODS: 112 children with bronchial asthma and 50 healthy children were studied. Serum GH, IGF-1, and Insulin-like Growth Factor Binding Protein 3 (IGFBP3) were assessed by ELISA. GH-IGFs-related parameters were compared, and the correlation between the parameters and bronchial asthma severity was analyzed. The bronchial asthma group was divided into the growth retardation group and non-growth retardation group to analyze the diagnostic value of GH-IGFs in growth retardation and the relationship between GH-IGFs and growth retardation. RESULTS: GH, IGF-1, and IGFBP3 in the bronchial asthma group were lower. GH, IGF-1, and IGFBP3 levels were decreased with the severity of bronchial asthma. GH, IGF-1, and IGFBP3 in the growth retardation group were lower than those in the non-growth retardation group. The AUC of GH-IGFs combined detection was higher than that of GH and IGFBP3 alone detection. GH < 9.27 µg/L and IGF-1 < 179.53 mmoL/L were risk factors for growth retardation in patients with bronchial asthma. CONCLUSION: GH-IGFs-related parameters have diagnostic value for growth retardation in children, and decreased levels of GH and IGF-1 are risk factors for growth retardation in children.


Assuntos
Asma , Ensaio de Imunoadsorção Enzimática , Transtornos do Crescimento , Hormônio do Crescimento Humano , Proteína 3 de Ligação a Fator de Crescimento Semelhante à Insulina , Fator de Crescimento Insulin-Like I , Índice de Gravidade de Doença , Humanos , Asma/sangue , Masculino , Feminino , Criança , Proteína 3 de Ligação a Fator de Crescimento Semelhante à Insulina/sangue , Fator de Crescimento Insulin-Like I/análise , Fator de Crescimento Insulin-Like I/metabolismo , Transtornos do Crescimento/sangue , Transtornos do Crescimento/etiologia , Hormônio do Crescimento Humano/sangue , Estudos de Casos e Controles , Pré-Escolar , Valores de Referência , Estatísticas não Paramétricas , Adolescente
8.
Clinics (Sao Paulo) ; 79: 100390, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38781760

RESUMO

Endometriosis's pathophysiology remains incompletely understood, with evidence pointing towards a dysregulated immune response. Regulatory T (Treg) cells, pivotal in maintaining self-tolerance, may facilitate the survival of ectopic endometrial cells within the abdominal cavity, thereby contributing to endometriosis development. This study aimed to assess the prevalence of CD39+CD73+ suppressor Treg cell subsets in the peripheral blood of endometriosis patients. This research focuses on the pivotal role of regulatory T-cells (Tregs), which are essential for maintaining immune tolerance and preventing autoimmune diseases. A case-control study was conducted, including 32 women diagnosed with endometriosis and 22 control subjects. The frequency of peripheral blood CD39+CD73+ suppressor Treg cells was quantified using flow cytometry. No significant differences were observed in the frequency of CD3+CD4+CD25High cells (Median [M]: 10.1; Interquartile Range [IQR]: 6.32‒18.3 vs. M: 9.72; IQR: 6.22-19.8) or CD3+CD4+CD25HighCD39+Foxp3+ cells (M: 31.1; IQR: 19.7-44.0 vs. M: 30.55; IQR: 18.5-45.5) between controls and patients. However, a significantly lower frequency of CD3+CD4+CD25HighCD39+CD73+ cells was observed in the endometriosis group compared to controls (M: 1.98; IQR: 0.0377-3.17 vs. M: 2.25; IQR: 0.50-4.08; p = 0.0483), suggesting a reduction in systemic immune tolerance among these patients. This finding highlights the potential role of CD39 and CD73 expression on Treg cells as biomarkers for assessing disease severity and progression. Furthermore, elucidating the mechanisms driving these alterations may unveil new therapeutic strategies to restore immune equilibrium and mitigate endometriosis symptoms.


Assuntos
Apirase , Endometriose , Citometria de Fluxo , Fatores de Transcrição Forkhead , Linfócitos T Reguladores , Humanos , Feminino , Endometriose/imunologia , Endometriose/sangue , Linfócitos T Reguladores/imunologia , Adulto , Estudos de Casos e Controles , Fatores de Transcrição Forkhead/sangue , Fatores de Transcrição Forkhead/análise , Apirase/análise , 5'-Nucleotidase/sangue , Adulto Jovem , Antígenos CD/sangue , Antígenos CD/análise , Estatísticas não Paramétricas , Valores de Referência
9.
Clinics (Sao Paulo) ; 79: 100389, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38795523

RESUMO

The authors aim to study Religiosity/Spirituality (R/S) and Quality of Life (QoL) in patients with Crohn's disease and their correlation with the disease phenotypes. METHODS: Prospective cross-sectional cohort study with 151 consecutive patients enrolled from March 2021 to October 2021 at the Colorectal IBD Outpatient of Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo (HCFMUSP). Sociodemographic, Religiosity/Spirituality (Duke University Religion Index - Durel) questionnaires and QoL (Inflammatory Bowel Disease Questionnaire - Short IBDQ-S) were applied. When necessary, qualitative variables were evaluated using the chi-square or Fisher's exact test. The Mann-Whitney and Kruskall-Wallis tests were used to analyze quantitative variables and compare more than two groups, both non-parametric statistical techniques. RESULTS: The most frequent location was Ileocolonic followed by Ileal and colonic (41.1 %, 27.2 %, and 25.2 %); only 6.6 % of subjects had a perianal presentation. Inflammatory, stenosing, and penetrating behaviors showed 36.4 %, 19.1 %, and 44.4 % respectively. The majority of the population is Catholic, Evangelical, or Spiritualist (92.4 %). QoL score showed no significant difference in the phenotypes. The scores for DUREL domains were 61.4 % for organizational religiosity, 75 % for non-organizational religiosity, 98.6 %, 93.6 % and 89.3 % for intrinsic spirituality, with high results in all disease phenotypes. CONCLUSIONS: The studied population presented homogeneous sociodemographic results and high religious and spiritual activity. R/S in a positive context were not associated with better QoL or phenotype. R/S is present in the patients' lives and could be seen as an important tool for adherence to treatment and the professional relationship between doctor and patient. The homogeneity of the sample difficult for an appropriate evaluation, which leads us to suggest new studies with more heterogeneous groups.


Assuntos
Doença de Crohn , Qualidade de Vida , Espiritualidade , Humanos , Qualidade de Vida/psicologia , Doença de Crohn/psicologia , Masculino , Feminino , Estudos Transversais , Adulto , Estudos Prospectivos , Pessoa de Meia-Idade , Inquéritos e Questionários , Adulto Jovem , Brasil , Religião , Fatores Socioeconômicos , Estatísticas não Paramétricas
10.
J Appl Oral Sci ; 32: e20240017, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38775598

RESUMO

OBJECTIVE: To compare the effect of submucosal cryotherapy using cold saline to dexamethasone sodium phosphate and diclofenac sodium injections on substance P and interleukin 6 release in experimentally induced pulpal inflammation in rabbits' molar teeth. METHODOLOGY: Fifteen rabbits were randomly classified into 3 groups according to the submucosal injection given: cold saline, dexamethasone sodium phosphate, and diclofenac sodium. A split-mouth design was adopted, the right mandibular molars were experimental, and the left molars served as the control without injections. Intentional pulp exposures were created and left for 6 hours to induce pulpitis. Pulpal tissue was extracted and examined for SP and IL-6 levels using ELISA. Within each group, the level of cytokines released was measured for both control and experimental groups for intragroup comparison to determine the effect of injection. The percentage reduction of each mediator was calculated compared with the control side for intergroup comparison then the correlation between SP and IL-6 levels was analyzed using Spearman's rank order correlation coefficient. Statistical analysis was performed, and the significance level was set at p<0.05. RESULTS: Submucosal cryotherapy, dexamethasone sodium phosphate, and diclofenac sodium significantly reduced SP and IL-6 pulpal release. Submucosal cryotherapy significantly reduced SP more than and IL-6 more than dexamethasone sodium phosphate and diclofenac sodium. Pulpal reduction of SP and IL-6 showed a strong positive significant correlation. CONCLUSIONS: Submucosal cryotherapy reduces the pulpal release of SP and IL-6 and could be tested as an alternative to premedication to potentiate the effect of anesthesia and control postoperative endodontic pain.


Assuntos
Anti-Inflamatórios não Esteroides , Crioterapia , Polpa Dentária , Dexametasona , Diclofenaco , Ensaio de Imunoadsorção Enzimática , Interleucina-6 , Pulpite , Distribuição Aleatória , Substância P , Animais , Coelhos , Pulpite/terapia , Diclofenaco/farmacologia , Dexametasona/farmacologia , Dexametasona/análogos & derivados , Interleucina-6/análise , Crioterapia/métodos , Substância P/análise , Anti-Inflamatórios não Esteroides/farmacologia , Polpa Dentária/efeitos dos fármacos , Fatores de Tempo , Reprodutibilidade dos Testes , Resultado do Tratamento , Masculino , Estatísticas não Paramétricas , Modelos Animais de Doenças , Anti-Inflamatórios/farmacologia , Solução Salina , Valores de Referência
11.
Biometrics ; 80(2)2024 Mar 27.
Artigo em Inglês | MEDLINE | ID: mdl-38742907

RESUMO

We propose a new non-parametric conditional independence test for a scalar response and a functional covariate over a continuum of quantile levels. We build a Cramer-von Mises type test statistic based on an empirical process indexed by random projections of the functional covariate, effectively avoiding the "curse of dimensionality" under the projected hypothesis, which is almost surely equivalent to the null hypothesis. The asymptotic null distribution of the proposed test statistic is obtained under some mild assumptions. The asymptotic global and local power properties of our test statistic are then investigated. We specifically demonstrate that the statistic is able to detect a broad class of local alternatives converging to the null at the parametric rate. Additionally, we recommend a simple multiplier bootstrap approach for estimating the critical values. The finite-sample performance of our statistic is examined through several Monte Carlo simulation experiments. Finally, an analysis of an EEG data set is used to show the utility and versatility of our proposed test statistic.


Assuntos
Simulação por Computador , Modelos Estatísticos , Método de Monte Carlo , Humanos , Eletroencefalografia/estatística & dados numéricos , Interpretação Estatística de Dados , Biometria/métodos , Estatísticas não Paramétricas
12.
Arq Bras Cardiol ; 121(4): e20230216, 2024.
Artigo em Português, Inglês | MEDLINE | ID: mdl-38775614

RESUMO

BACKGROUND: Transthyretin amyloidosis (ATTR) is an infiltrative disease caused by abnormal protein deposition mainly in the heart and peripheral nervous system. When it affects the heart, the disease presents as restrictive cardiomyopathy; when it affects the peripheral and autonomic nervous system, it manifests as polyneuropathy, and is called familial amyloid polyneuropathy (FAP). There are two ATTR subtypes: wild-type ATTR, where there is no mutation, and mutant ATTR (ATTRm), which is characterized by a mutation in the gene encoding the transthyretin protein (TTR). In both subtypes, cardiac involvement is the major marker of poor prognosis. OBJECTIVES: To assess the prevalence of subclinical cardiac involvement in a sample of patients with TTR gene mutation by using pyrophosphate scintigraphy and strain echocardiography; to compare scintigraphy and strain findings; to evaluate the association between neurological manifestations (FAP) and subclinical cardiac involvement; and to analyze whether there is an association between any specific mutation and cardiac involvement. METHODS: This is a cross-sectional study with carriers of the TTR gene mutation, without cardiovascular symptoms or changes in electrocardiographic or conventional echocardiographic parameters. All patients underwent pyrophosphate scintigraphy and strain echocardiography. Subclinical cardiac involvement was defined as a Perugini score ≥ 2, heart-to-contralateral lung (H/CL) ratio ≥ 1.5 at 1 h, H/CL ≥1.3 at 3 h, or global longitudinal strain (GLS) ≤ -17%. Descriptive and analytical analyses were performed and Fisher's exact test and Mann-Whitney test were applied. A value of p < 0.05 was considered significant. RESULTS: The 23 patients evaluated had a median age of 51 years (IQR 37-57 years), 15 (65.2%) were female, 12 (52.2%) were Pardo, nine (39.1%) had systemic arterial hypertension, and nine (39.1%) had a previous diagnosis of FAP. Of the nine patients with FAP, 8 (34.8%) were on tafamidis. The associated mutations were Val142IIe, Val50Met, and IIe127Val. The median GLS in the sample was -19% (-16% to -20%). Of the 23 patients, nine (39.1%; 95% CI = 29-49%) met criteria for cardiac involvement, six (26%) by the GLS-based criteria only. There was no association between having FAP and being an asymptomatic carrier, as assessed by strain echocardiography and pyrophosphate scintigraphy (p = 0.19). The prevalence of systemic arterial hypertension, diabetes mellitus, dyslipidemia, smoking, and reduced GLS did not differ between groups. Septal e' wave velocity was the only variable that significantly differed between individuals with and without reduced GLS, with an area under the ROC curve of 0.80 (95% CI = 0.61-0.98, p = 0.027). The best diagnostic accuracy was achieved with a septal e' velocity ≤ 8.5 cm/s. There was no association between mutation type and preclinical cardiac involvement, nor between tafamidis use and lower degree of cardiac involvement (37.5% versus 40.0%, p = 0.90). CONCLUSION: Subclinical cardiac involvement was common in a sample of TTR mutation carriers without cardiac involvement. Reduced left ventricular GLS was the most frequent finding. There was no association between the presence of amyloid polyneuropathy and subclinical cardiac involvement. Type of mutation was not associated with early cardiac involvement. In this sample, the use of tafamidis 20 mg/day was not associated with a lower prevalence of subclinical cardiac involvement.


FUNDAMENTO: A amiloidose por transtirretina (ATTR) é uma doença infiltrativa causada pela deposição anormal de proteína principalmente no coração e no sistema nervoso periférico. Quando acomete o coração, a doença manifesta-se como uma cardiomiopatia restritiva e, quando afeta o sistema nervoso periférico e autônomo, apresenta-se como uma polineuropatia, podendo ser chamada de Polineuropatia Amiloidótica Familiar (PAF). Existem dois subtipos de ATTR, a ATTR selvagem, em que não há variantes genéticas, e a ATTR hereditária, caracterizada por uma variante no gene que codifica a proteína transtirretina (T\TR). Em ambos os subtipos, o envolvimento cardíaco é o principal marcador prognóstico. OBJETIVOS: Avaliar a prevalência do envolvimento cardíaco subclínico em uma amostra de pacientes com variantes genéticas no gene TTR usando a cintilografia com pirofosfato e o ecocardiograma com strain; comparar os achados cintilográficos e as medidas de strain; avaliar a associação entre PAF e o envolvimento subclínico; e analisar se existe uma associação entre uma variante genética específica e o envolvimento cardíaco. MÉTODOS: Estudo transversal com carreadores de variantes no gene TTR sem sintomas cardiovasculares e sem alterações nos parâmetros da eletrocardiografia ou do ecocardiograma convencional. Todos os pacientes foram submetidos à cintilografia com pirofosfato e à ecocardiografia com análise de strain. O envolvimento cardíaco subclínico, definido como um escore de Perugini ≥ 2, razão Coração (C)/ Hemitórax Contralateral (CL) ≥ 1,5 em uma hora, C/CL ≥ 1,3 na terceira hora, ou um strain longitudinal global (SGL) ≤ −17%. Realizadas análises descritiva e analítica, e aplicados o teste exato de Fisher e o teste de Mann-Whitney. Um valor de p<0,05 foi considerado significativo. RESULTADOS: Os 23 pacientes avaliados apresentavam uma idade mediana de 51 (37-57) anos, 15 (65,2%) eram do sexo feminino, 12 (52,2%) eram pardos, nove (39,1%) apresentavam hipertensão arterial sistêmica, e nove (39,1%) tinham um diagnóstico prévio de PAF. Dos nove pacientes com PAF, oito (34,8%) usavam tafamidis. As variantes genéticas identificadas foram Val142IIe, Val50Met e IIe127Val. O valor mediano do SGL foi −19% (-16% ­ −20%). Dos 23 pacientes, nove (39,1%; 95% CI = 29­49%) preencheram os critérios de envolvimento cardíaco, seis (26%) somente pelo critério do SGL. Não houve associação entre PAF e um carreador assintomático avaliado por ecocardiograma com análise de strain e pela cintilografia com pirofostato (p=0,19). A prevalência de hipertensão arterial sistêmica, diabetes mellitus, dislipidemia, tabagismo e SGL reduzido não foi diferente entre os grupos. A velocidade da onda e' septal foi a única variável que apresentou diferença significativa entre os indivíduos com e sem SGL reduzido, com uma área sob a curva ROC de 0,80 (IC95% = 0,61­0,98, p = 0,027). A melhor acurácia diagnóstica foi alcançada com uma velocidade e' septal ≤ 8,5 cm/s. Não houve associação entre o tipo de variante genética e o envolvimento cardíaco pré-clínico, nem entre o uso de tafamidis e este mesmo envolvimento (37,5% versus 40,0%, p = 0,90). CONCLUSÃO: O envolvimento cardíaco subclínico foi frequente em uma amostra de carreadores da variante genética do gene TTR. Um valor do SGL reduzido foi o achado mais comum. Não houve associação entre a presença de polineuropatia amiloidótica e o envolvimento subclínico. O tipo de variante genética não foi associado com envolvimento cardíaco precoce. Nesta amostra, o uso de tafamidis (20mg/dia) não foi associado com uma menor prevalência de envolvimento cardíaco subclínico.


Assuntos
Neuropatias Amiloides Familiares , Ecocardiografia , Pré-Albumina , Adulto , Idoso , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Neuropatias Amiloides Familiares/genética , Neuropatias Amiloides Familiares/diagnóstico por imagem , Estudos Transversais , Pré-Albumina/genética , Cintilografia , Valores de Referência , Estatísticas não Paramétricas
13.
Braz Oral Res ; 38: e033, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38747820

RESUMO

The aim of this study was to investigate the correlation between depressive symptoms and the occurrence of oral mucositis in children with oncological diseases treated at a reference hospital. This was a cross-sectional study conducted with individuals aged 4 to 18 years, diagnosed with primary neoplasms. Data was collected by using a questionnaire that assessed the degree of oral mucositis according to the World Health Organization index, the risk of oral mucositis according to the Child's International Mucositis Evaluation Scale, and depressive symptoms using the Children's Depression Inventory. The data were analyzed and subjected to Spearman's correlation, chi-square test, and Fisher's exact test, considering p<0.05. A statistically significant correlation was observed between depressive symptoms and the degree of oral mucositis (p = 0.044), and also between the "pain" variable within the risk of oral mucositis and depressive symptoms (p = 0.021). Based on the findings, it can be inferred that oral mucositis may be associated with the development of depressive symptoms and may be influenced by the individual's hospitalization, thereby affecting the quality of life of pediatric patients.


Assuntos
Depressão , Neoplasias , Qualidade de Vida , Estomatite , Humanos , Estomatite/psicologia , Estomatite/etiologia , Criança , Estudos Transversais , Masculino , Feminino , Adolescente , Pré-Escolar , Depressão/psicologia , Neoplasias/complicações , Neoplasias/psicologia , Índice de Gravidade de Doença , Inquéritos e Questionários , Estatísticas não Paramétricas , Fatores de Risco
14.
Braz Oral Res ; 38: e007, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38747816

RESUMO

This analytical cross-sectional study aimed to analyze the access of patients with special needs (PSN) in Brazilian municipalities to hospital dental care of the Unified Health System (Sistema Único de Saúde - SUS), based on data from the Hospital Information System of the Unified Health System (Sistema de Informações Hospitalares do SUS- SIH/SUS - SIH), from 2010 to 2018. The Kolmogorov-Smirnov normality test was performed; the Poisson regression was used to verify factors associated with the variable total number of hospitalization authorizations with the main procedure of dental treatment for PSN ("Total de Autorizações de Internação Hospitalar" - AIH), the Spearman correlation test with a significance level of 5% was used to characterize the relationships between the Municipal Human Development Index per municipality - (Índice de Desenvolvimento Humano Municipal - HDI) and the Oral Health Coverage in the Family Health Strategy by municipality (Cobertura de saúde bucal na estratégia saúde da família por município - SBSF Coverage), and the relationship of the AIH with SBSF Coverage. A total of 127,691 procedures were performed, of which 71,517 (56%) were clinical procedures, such as restorations, endodontic treatments, supra and subgingival scaling, among others. Municipalities in the Midwest (PR=5.117) and Southeast (RP = 4.443) regions had more precedures than the others. A weak correlation was found between AIH and SBSF Coverage (r = -0.2, p < 0.001) and HDI and SBSF Coverage (r = -0.074, p < 0.001). Population size, region, health coverage, oral hygiene, and number of dentists in hospitals affected the availability of dental procedures in PSN.


Assuntos
Assistência Odontológica para a Pessoa com Deficiência , Unidade Hospitalar de Odontologia , Acessibilidade aos Serviços de Saúde , Programas Nacionais de Saúde , Humanos , Brasil , Estudos Transversais , Assistência Odontológica para a Pessoa com Deficiência/estatística & dados numéricos , Acessibilidade aos Serviços de Saúde/estatística & dados numéricos , Unidade Hospitalar de Odontologia/estatística & dados numéricos , Programas Nacionais de Saúde/estatística & dados numéricos , Saúde Bucal/estatística & dados numéricos , Distribuição de Poisson , Estatísticas não Paramétricas , Masculino , Feminino
15.
Braz Oral Res ; 38: e034, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38747821

RESUMO

The aim of this study was to investigate the effect of acid challenge on the activation of matrix metalloproteinases (MMPs) in the Dentinoenamel junction of primary and permanent teeth submitted to radiotherapy. For this purpose, a total of 178 dental fragments obtained from molars were used, and randomly divided into 2 groups (primary and permanent teeth) / 4 experimental subgroups (irradiated and non-irradiated, demineralized and non-demineralized). The fragments were exposed to radiation, with a dose fraction of 2 Gy, for 5 consecutive days, until a total dose of 60 Gy was reached, with a total of 30 cycles, for 6 weeks. To determine the activity of MMPs on the dentinoenamel junction (DEJ), in situ zymography assays on 0.6mm dental fragments were performed. To assess whether MMP activity would be impacted by an acidic environment, the fragments were placed in a demineralizing solution (pH of 4.8). The finding was that irradiation activated MMPs in DEJ and these effects were more evident in permanent when compared with primary teeth. When the effect of an acid challenge on MMPs activity was investigated, demineralization was observed not to increase MMPs activity in non-irradiated teeth, but it did increase MMPs activity in irradiated teeth. In conclusion, an acid challenge was found to exacerbate activation of MMPs in DEJ of permanent teeth submitted to irradiation, but not in primary teeth.


Assuntos
Metaloproteinases da Matriz , Metaloproteinases da Matriz/metabolismo , Metaloproteinases da Matriz/efeitos da radiação , Metaloproteinases da Matriz/análise , Humanos , Fatores de Tempo , Dente Decíduo/efeitos da radiação , Dente Decíduo/efeitos dos fármacos , Dentina/efeitos da radiação , Dentina/efeitos dos fármacos , Dentina/enzimologia , Dentição Permanente , Distribuição Aleatória , Concentração de Íons de Hidrogênio , Desmineralização do Dente , Estatísticas não Paramétricas , Análise de Variância , Valores de Referência , Ativação Enzimática/efeitos da radiação , Ativação Enzimática/efeitos dos fármacos
16.
Braz Oral Res ; 38: e039, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38747826

RESUMO

The aim of this study was to evaluate the convergence between the domains of the Autoquestionnaire Qualité de Vie Enfant image (AUQUEI) and the Child Perceptions Questionnaire (CPQ8-10) in the mixed dentition. A sample of 676 children aged 8 to 10 years responded to the health-related quality of life (HRQoL) and oral health-related quality of life (OHRQoL) questionnaires using the AUQUEI and the CPQ8-10, respectively. Clinical (dental caries and malocclusion) and socioeconomic variables were assessed. The validity of convergence between scores (total and per domain) of the two instruments was assessed by Spearman correlation analysis, considering that non-zero coefficient values represented a correlation between scores. The median was calculated to compare the scores of each questionnaire relative to the variables, and the nonparametric Mann-Whitney test was applied to determine statistically significant differences between the categories. A weak significant correlation (between 0.30 and 0.50) was observed between the domains and the total scores of instruments (p < 0.05), except for the leisure domain (p > 0.05). Participants with a lower family income had worse HRQoL (p < 0.05), and those with caries and malocclusion experience had worse OHRQoL (p < 0.05). In conclusion, the AUQUEI and CPQ8-10 instruments showed a weak correlation. Income and clinical variables had a negative impact on the AUQUEI and CPQ8-10, respectively.


Assuntos
Cárie Dentária , Dentição Mista , Má Oclusão , Saúde Bucal , Qualidade de Vida , Fatores Socioeconômicos , Humanos , Criança , Saúde Bucal/estatística & dados numéricos , Feminino , Masculino , Inquéritos e Questionários , Má Oclusão/psicologia , Estatísticas não Paramétricas , Cárie Dentária/psicologia , Reprodutibilidade dos Testes , Estudos Transversais , Valores de Referência
17.
Braz Oral Res ; 38: e040, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38747827

RESUMO

Peri-implant diseases, including peri-implant mucositis (PIM) and peri-implantitis, are a chronic inflammatory disorder triggered by bacterial biofilm in susceptible hosts. Potential risk factors for peri-implant diseases include smoking, dental plaque accumulation, poor oral hygiene, genetics, and absence of peri-implant keratinized mucosa. This cohort study aimed to evaluate the influence of patient-, implant-, and prosthetic-related factors on PIM and peri-implant bone loss (PBL) around dental implants after 1 year of loading. A total of 54 subjects (22 males and 32 females) were included in the study. Peri-implant clinical parameters were assessed and standardized periapical radiographs of each dental implant were obtained 15 days after the definitive prosthesis installation (baseline) and at 3, 6, and 12 months of follow-up. A total of 173 implants were evaluated. PIM affected 44.8% of the implants and no significant association was found between the investigated parameters and PIM incidence, except for type of implant connection. A significantly higher incidence of PIM (80.0%) was observed for implants with internal hexagon connection type after 1 year of follow-up (p = 0.015). Moreover, a mean PBL of 0.35 ± 1.89 mm was observed and no dental implant was affected by peri-implantitis after 1 year of function. No specific influence of patient, implant, or prosthetic factors on PBL was observed. No association was found between the occurrence of PIM/PBL and the patient-, implant-, and prosthetic-related factors investigated in this cohort study, except for the type of dental-implant connection.


Assuntos
Perda do Osso Alveolar , Implantes Dentários , Peri-Implantite , Estomatite , Humanos , Feminino , Masculino , Pessoa de Meia-Idade , Implantes Dentários/efeitos adversos , Perda do Osso Alveolar/etiologia , Adulto , Fatores de Risco , Peri-Implantite/etiologia , Estomatite/etiologia , Fatores de Tempo , Idoso , Estudos de Coortes , Estatísticas não Paramétricas , Adulto Jovem
18.
Braz Oral Res ; 38: e043, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38747830

RESUMO

This cross-sectional study evaluated the association between salivary immunoglobulins, plaque index, and gingival index in Brazilian children with and without type 1 diabetes mellitus (DM1). The Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) checklist for the reporting of observational studies was followed. The DM1 group had 38 children, and an equal number of volunteers matched by sex and age were recruited as controls. Clinical examination was performed for plaque index and gingival index determination. Non-stimulated whole saliva was collected. Concentrations of IgA, IgG, and IgM were determined by ELISA test. Data were tested by the Kolmogorov-Smirnov, Mann-Whitney, and Spearman tests and a multiple linear regression model (p<0.05) was performed. Gingival index was higher in the Control (DM1: 0.16±0.17; Control: 0.24±0.23, p=0.040). In DM1, there was a correlation between IgA and age (rho=0.371, p=0.024), IgM and IgG (rho=0.459, p=0.007), and IgM and gingival index (rho=0.394, p=0.014). In DM1, multiple linear regression showed that age (p=0.041; ß=0.363), gingival index (p=0.041; ß=0.398), and plaque index (p=0.008; ß=-0.506) were good predictors of IgA levels in saliva. Thus, IgA was the only researched immunoglobulin that was directly associated with plaque and gingival indices in Brazilian children with DM1, but not in control subjects.


Assuntos
Índice de Placa Dentária , Diabetes Mellitus Tipo 1 , Imunoglobulina A , Índice Periodontal , Saliva , Humanos , Diabetes Mellitus Tipo 1/imunologia , Masculino , Feminino , Saliva/química , Saliva/imunologia , Estudos Transversais , Criança , Brasil/epidemiologia , Estudos de Casos e Controles , Imunoglobulina A/análise , Imunoglobulina G/análise , Estatísticas não Paramétricas , Imunoglobulina M/análise , Valores de Referência , Ensaio de Imunoadsorção Enzimática , Adolescente , Modelos Lineares , Fatores Etários , Imunoglobulinas/análise
19.
BMC Med Inform Decis Mak ; 24(1): 120, 2024 May 07.
Artigo em Inglês | MEDLINE | ID: mdl-38715002

RESUMO

In recent times, time-to-event data such as time to failure or death is routinely collected alongside high-throughput covariates. These high-dimensional bioinformatics data often challenge classical survival models, which are either infeasible to fit or produce low prediction accuracy due to overfitting. To address this issue, the focus has shifted towards introducing a novel approaches for feature selection and survival prediction. In this article, we propose a new hybrid feature selection approach that handles high-dimensional bioinformatics datasets for improved survival prediction. This study explores the efficacy of four distinct variable selection techniques: LASSO, RSF-vs, SCAD, and CoxBoost, in the context of non-parametric biomedical survival prediction. Leveraging these methods, we conducted comprehensive variable selection processes. Subsequently, survival analysis models-specifically CoxPH, RSF, and DeepHit NN-were employed to construct predictive models based on the selected variables. Furthermore, we introduce a novel approach wherein only variables consistently selected by a majority of the aforementioned feature selection techniques are considered. This innovative strategy, referred to as the proposed method, aims to enhance the reliability and robustness of variable selection, subsequently improving the predictive performance of the survival analysis models. To evaluate the effectiveness of the proposed method, we compare the performance of the proposed approach with the existing LASSO, RSF-vs, SCAD, and CoxBoost techniques using various performance metrics including integrated brier score (IBS), concordance index (C-Index) and integrated absolute error (IAE) for numerous high-dimensional survival datasets. The real data applications reveal that the proposed method outperforms the competing methods in terms of survival prediction accuracy.


Assuntos
Redes Neurais de Computação , Humanos , Análise de Sobrevida , Estatísticas não Paramétricas , Biologia Computacional/métodos
20.
Biom J ; 66(4): e2300147, 2024 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-38785217

RESUMO

Time-to-event analysis often relies on prior parametric assumptions, or, if a semiparametric approach is chosen, Cox's model. This is inherently tied to the assumption of proportional hazards, with the analysis potentially invalidated if this assumption is not fulfilled. In addition, most interpretations focus on the hazard ratio, that is often misinterpreted as the relative risk (RR), the ratio of the cumulative distribution functions. In this paper, we introduce an alternative to current methodology for assessing a treatment effect in a two-group situation, not relying on the proportional hazards assumption but assuming proportional risks. Precisely, we propose a new nonparametric model to directly estimate the RR of two groups to experience an event under the assumption that the risk ratio is constant over time. In addition to this relative measure, our model allows for calculating the number needed to treat as an absolute measure, providing the possibility of an easy and holistic interpretation of the data. We demonstrate the validity of the approach by means of a simulation study and present an application to data from a large randomized controlled trial investigating the effect of dapagliflozin on all-cause mortality.


Assuntos
Biometria , Modelos de Riscos Proporcionais , Humanos , Biometria/métodos , Estatísticas não Paramétricas , Compostos Benzidrílicos/uso terapêutico , Modelos Estatísticos , Fatores de Tempo , Risco , Resultado do Tratamento , Glucosídeos
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