WELLINGSON SILVA PAIVA
Projetos de Pesquisa
Unidades Organizacionais
Instituto Central, Hospital das Clínicas, Faculdade de Medicina
LIM/62 - Laboratório de Fisiopatologia Cirúrgica, Hospital das Clínicas, Faculdade de Medicina - Líder
LIM/45 - Laboratório de Fisiopatologia Neurocirúrgica, Hospital das Clínicas, Faculdade de Medicina
LIM/62 - Laboratório de Fisiopatologia Cirúrgica, Hospital das Clínicas, Faculdade de Medicina - Líder
LIM/45 - Laboratório de Fisiopatologia Neurocirúrgica, Hospital das Clínicas, Faculdade de Medicina
127 resultados
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- Impact of a cell cycle and an extracellular matrix remodeling transcriptional signature on tumor progression and correlation with EZH2 expression in meningioma(2022) PEREIRA, Benedito Jamilson Araujo; LERARIO, Antonio Marcondes; SOLA, Paula Rodrigues; LAURENTINO, Talita de Sousa; MOHAN, Dipika R.; ALMEIDA, Antonio Nogueira de; AGUIAR, Paulo Henrique Pires de; PAIVA, Wellingson da Silva; WAKAMATSU, Alda; TEIXEIRA, Manoel Jacobsen; OBA-SHINJO, Sueli Mieko; MARIE, Suely Kazue NagahashiOBJECTIVE The authors searched for genetic and transcriptional signatures associated with tumor progression and recurrence in their cohort of patients with meningiomas, combining the analysis of targeted exome, NF2-LOH, transcrip-tome, and protein expressions. METHODS The authors included 91 patients who underwent resection of intracranial meningioma at their institution between June 2000 and November 2007. The search of somatic mutations was performed by Next Generation Sequenc-ing through a customized panel and multiplex ligation-dependent probe amplification for NF2 loss of heterozygosity. The transcriptomic profile was analyzed by QuantSeq 3 ' mRNA-Seq. The differentially expressed genes of interest were validated at the protein level analysis by immunohistochemistry.RESULTS The transcriptomic analysis identified an upregulated set of genes related to metabolism and cell cycle and downregulated genes related to immune response and extracellular matrix remodeling in grade 2 (atypical) meningio-mas, with a significant difference in recurrent compared with nonrecurrent cases. EZH2 nuclear positivity associated with grade 2, particularly with recurrent tumors and EZH2 gene expression level, correlated positively with the expres-sion of genes related to cell cycle and negatively to genes related to immune response and regulation of cell motility. CONCLUSIONS The authors identified modules of dysregulated genes in grade 2 meningiomas related to the activation of oxidative metabolism, cell division, cell motility due to extracellular remodeling, and immune evasion that were predic-tive of survival and exhibited significant correlations with EZH2 expression.
- Simplifying the use of prognostic information in patients with traumatic brain injury(2018) SOLLA, Davi J. Fontoura; TEIXEIRA, Manoel Jacobsen; PAIVA, Wellingson Silva
article 3 Citação(ões) na Scopus Gunshot wound to the upper cervical spine leading to instability(2014) PAIVA, Wellingson Silva; AMORIM, Robson Luis; MENENDEZ, Djalma Felipe; BROCK, Roger Schmidt; ANDRADE, Almir Ferreira De; TEIXEIRA, Manoel JacobsenGunshot wounds (GSW) to the cervical spine leading to instability are rare. Also, the presence of vital vascular and neurological structures in the surround area lead to death or severe disability in the vast majority of cases. In this brief report, we present a rare case of C1 fracture due to GSW leading to instability of the atlanto-occipital joint in a neurologically intact patient.- Assessment of selected quality fields of nursing care in neurosurgical wards(2015) VIEIRA, Rita Cassia; TEIXEIRA, Manoel Jacobsen; PAIVA, Wellingson Silva
- Prediction of Early TBI Mortality Using a Machine Learning Approach in a LMIC Population(2020) AMORIM, Robson Luis; OLIVEIRA, Louise Makarem; MALBOUISSON, Luis Marcelo; NAGUMO, Marcia Mitie; SIMOES, Marcela; MIRANDA, Leandro; BOR-SENG-SHU, Edson; BEER-FURLAN, Andre; ANDRADE, Almir Ferreira De; RUBIANO, Andres M.; TEIXEIRA, Manoel Jacobsen; KOLIAS, Angelos G.; PAIVA, Wellingson SilvaBackground: In a time when the incidence of severe traumatic brain injury (TBI) is increasing in low- to middle-income countries (LMICs), it is important to understand the behavior of predictive variables in an LMIC's population. There are few previous attempts to generate prediction models for TBI outcomes from local data in LMICs. Our study aim is to design and compare a series of predictive models for mortality on a new cohort in TBI patients in Brazil using Machine Learning. Methods: A prospective registry was set in Sao Paulo, Brazil, enrolling all patients with a diagnosis of TBI that require admission to the intensive care unit. We evaluated the following predictors: gender, age, pupil reactivity at admission, Glasgow Coma Scale (GCS), presence of hypoxia and hypotension, computed tomography findings, trauma severity score, and laboratory results. Results: Overall mortality at 14 days was 22.8%. Models had a high prediction performance, with the best prediction for overall mortality achieved through Naive Bayes (area under the curve = 0.906). The most significant predictors were the GCS at admission and prehospital GCS, age, and pupil reaction. When predicting the length of stay at the intensive care unit, the Conditional Inference Tree model had the best performance (root mean square error = 1.011), with the most important variable across all models being the GCS at scene. Conclusions: Models for early mortality and hospital length of stay using Machine Learning can achieve high performance when based on registry data even in LMICs. These models have the potential to inform treatment decisions and counsel family members.
- Transcranial Doppler: A Useful Tool to Predict Brain Death Still Not Confirmed by Clinical Assessment(2021) RONCONI, Karla de Almeida Lins; AMORIM, Robson Luis Oliveira de; JR, Fernando Mendes Paschoal; OLIVEIRA, Marcelo de Lima; NOGUEIRA, Ricardo de Carvalho; PAIVA, Wellingson Silva; GONCALVES, Daniel Buzaglo; FARIAS, Stephanie Ramos de; BRASIL, Sergio Paulo; TEIXEIRA, Manoel Jacobsen; BOR-SENG-SHU, EdsonBackground. Diagnosing brain death (BD) with accuracy and urgency is of great importance because an early diagnosis may guide the clinical management, optimize hospital beds, and facilitate organ transplantation. The clinical diagnosis of nonreactive and irreversible coma can be confirmed with additional tests. Among the complimentary exams that may testify brain circulatory arrest, transcranial Doppler (TCD) can be an option. It is a real-time, bedside, inexpensive, noninvasive method that assesses cerebral blood flow. In patients with suspected BD, especially those who are under sedative drugs, early diagnosis is imperative. The aim of the present study was to evaluate the role of TCD in predicting BD. Methods. One hundred consecutive comatose patients with a Glasgow Coma Scale score of less than 5, owing to different etiologies, were included. TCD was performed in all patients. The TCD operator was blinded for clinical and neurologic data. This study is in compliance with the Declaration of Helsinki. Results. Sixty-nine patients with TCD-brain circulatory collapse were diagnosed later with BD. Of the 31 patients with brain circulatory activity, 8 (25.8%) were clinically brain dead and 23 (74.2%) were alive. TCD showing brain circulatory collapse had a sensitivity of 89.6%, specificity of 100%, positive predictive value of 100%, and negative predictive value of 74.2%. Conclusion. TCD is highly specific (100%) and sensitive (89.6%) as a method to confirm the clinical diagnosis of BD, even in patients under sedation. The possibility of patients presenting with cerebral circulatory activity and clinical diagnosis of BD was demonstrated to occur.
- Repetitive TMS does not improve cognition in patients with TBI(2019) NEVILLE, Iuri Santana; ZANINOTTO, Ana Luiza; HAYASHI, Cintya Yukie; RODRIGUES, Priscila Aparecida; GALHARDONI, Ricardo; ANDRADE, Daniel Ciampi de; BRUNONI, Andre Russowsky; AMORIM, Robson L. Oliveira; TEIXEIRA, Manoel Jacobsen; PAIVA, Wellingson SilvaObjective To determine whether high-frequency repetitive transcranial magnetic stimulation (rTMS) improves cognition in patients with severe traumatic brain injury. Methods A single-center, randomized, double-blind, placebo-controlled study of rTMS was conducted in patients aged 18-60 years with chronic (> 12 months postinjury) diffuse axonal injury (DAI). Patients were randomized to either a sham or real group in a 1:1 ratio. A 10-session rTMS protocol was used with 10-Hz stimulation over the left dorsolateral prefrontal cortex (DLPFC). Neuropsychological assessments were performed at 3 time points: at baseline, after the 10th rTMS session, and 90 days after intervention. The primary outcome was change in executive function evaluated using the Trail Making Test Part B. Results Thirty patients with chronic DAI met the study criteria. Between-group comparisons of performance on TMT Part B at baseline and after the 10th rTMS session did not differ between groups (p = 0.680 and p = 0.341, respectively). No significant differences were observed on other neuropsychological tests. No differences in adverse events between treatment groups were observed. Conclusions Cognitive function in individuals with chronic DAI is not improved by high-frequency rTMS over the left DLPFC, though it appears safe and well-tolerated in this population.
- Brainstem injury by penetrating head trauma with a knife(2012) PAIVA, Wellingson Silva; ANDRADE, Almir Ferreira De; AMORIM, Robson Luis; FIGUEIREDO, Eberval Gadelha; TEIXEIRA, Manoel JacobsenThe authors describe a rare case about a traumatic lesion of brain and brain stem with a knife. In this case the patient had good clinical condition, diagnosed with TBI by infectious complications. We have highlighted the unusual diagnosis, proximity of vascular structures, the technique used in the treatment and the good outcome of the injury.
- Mismatch between midline shift and hematoma thickness as a prognostic factor of mortality in patients sustaining acute subdural hematoma(2021) SOUZA, Matheus Rodrigues de; FAGUNDES, Caroline Ferreira; SOLLA, Davi Jorge Fontoura; SILVA, Gustavo Carlos Lucena da; BARRETO, Rafaela Borin; TEIXEIRA, Manoel Jacobsen; AMORIM, Robson Luis Oliveira de; KOLIAS, Angelos G.; GODOY, Daniel; PAIVA, Wellingson SilvaBackground Acute subdural hematoma (ASDH) is a traumatic lesion commonly found secondary to traumatic brain injury. Radiological findings on CT, such as hematoma thickness (HT) and structures midline shift (MLS), have an important prognostic role in this disease. The relationship between HT and MLS has been rarely studied in the literature. Thus, this study aimed to assess the prognostic accuracy of the difference between MLS and HT for acute outcomes in patients with ASDH in a low-income to middle-income country. Methods This was a post-hoc analysis of a prospective cohort study conducted in a university-associated tertiary-level hospital in Brazil. The TRIPOD (Transparent Reporting of a multivariable prediction model for Individual Prognosis or Diagnosis) statement guidelines were followed. The difference values between MLS and HT (Zumkeller index, ZI) were divided into three categories (<0.00, 0.01-3, and >3). Logistic regression analyses were performed to reveal the OR of categorized ZI in predicting primary outcome measures. A Cox regression was also performed and the results were presented through HR. The discriminative ability of three multivariate models including clinical and radiological variables (ZI, Rotterdam score, and Helsinki score) was demonstrated. Results A total of 114 patients were included. Logistic regression demonstrated an OR value equal to 8.12 for the ZI >3 category (OR 8.12, 95% CI 1.16 to 40.01; p=0.01), which proved to be an independent predictor of mortality in the adjusted model for surgical intervention, age, and Glasgow Coma Scale (GCS) score. Cox regression analysis demonstrated that this category was associated with 14-day survival (HR 2.92, 95% CI 1.38 to 6.16; p=0.005). A multivariate analysis performed for three models including age and GCS with categorized ZI or Helsinki or Rotterdam score demonstrated area under the receiver operating characteristic curve values of 0.745, 0.767, and 0.808, respectively. Conclusions The present study highlights the potential usefulness of the difference between MLS and HT as a prognostic variable in patients with ASDH.
- Letter to the Editor Regarding ""The Combination of Neutrophil-to-Lymphocyte Ratio and Admission GCS Score Is an Independent Predictor of Clinical Outcome in Diffuse Axonal Injury""(2021) YOSHIKAWA, Marcia Harumy; TEIXEIRA, Manoel Jacobsen; PAIVA, Wellingson Silva