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1.
ESMO Open ; 9(7): 103619, 2024 Jun 28.
Artigo em Inglês | MEDLINE | ID: mdl-38943737

RESUMO

BACKGROUND: The characterization and comparison of gene expression and intrinsic subtype (IS) changes induced by neoadjuvant chemotherapy (NACT) and endocrine therapy in hormone receptor-positive (HR+)/human epidermal growth factor receptor 2 (HER2)-low versus HR+/HER2-0 breast cancer (BC) has not been conducted so far. Most evidence on the association of HER2 status with pathologic responses and prognosis in HR+/HER2-negative BC is controversial and restricted to NACT-treated disease. Similarly, a temporal heterogeneity in HER2 status has been described only with NACT. METHODS: We retrospectively recruited a consecutive cohort of 186 patients with stage I-IIIB HR+/HER2-negative BC treated with neoadjuvant therapy (NAT). Available diagnostic biopsies and surgical samples were characterized for main pathological features, PAM50 IS and ROR-P score, and gene expression. Associations with pathologic complete response, residual cancer burden-0/I, event-free survival (EFS) and overall survival (OS) based on HER2 status were assessed. Pre/post pathologic/molecular changes were analyzed in matched samples. RESULTS: The HER2-low (62.9%) and HER2-0 (37.1%) cohorts did not differ significantly in main baseline features, treatments administered, breast-conserving surgery, pathologic complete response and residual cancer burden-0/I rates, EFS, and OS. NAT induced, regardless of HER2 status, a significant reduction of estrogen receptor/progesterone receptor and Ki67 levels, a down-regulation of PAM50 proliferation- and luminal-related genes/signatures, an up-regulation of selected immune genes, and a shift towards less aggressive IS and lower ROR-P. Moreover, 25% of HER2-0 changed to HER2-low and 34% HER2-low became HER2-0. HER2 shifts were significant after NACT (P < 0.001), not neoadjuvant endocrine therapy (P = 0.063), with consistent ERBB2 mRNA level dynamics. HER2 changes were not associated with EFS/OS. CONCLUSIONS: HER2-low and HER2-0 status change after NAT in ∼30% of cases, mostly after NACT. Targeted adjuvant strategies should be investigated accordingly. Molecular downstaging with current chemo/endocrine agents and immunotherapy should not rely on HER2 immunohistochemical levels in HR+/HER2-negative BC. Instead, HER2-low-targeted approaches should be explored to pursue more effective and/or less toxic dimensional downstaging.

2.
ESMO Open ; 8(4): 101592, 2023 08.
Artigo em Inglês | MEDLINE | ID: mdl-37413762

RESUMO

BACKGROUND: Human epidermal growth factor receptor 2 (HER2)-low expression in breast cancer has been recently identified as a new therapeutic target. However, it is unclear if HER2-low status has an independent impact on prognosis. MATERIALS AND METHODS: A systematic literature research was carried out to identify studies comparing survival outcomes of patients affected by HER2-low versus HER2-zero breast cancer. Using random-effects models, pooled hazard ratios (HRs) and odds ratios (ORs) with 95% confidence intervals (CIs) were calculated for progression-free survival (PFS) and overall survival (OS) in the metastatic setting as well as disease-free survival (DFS), OS and pathological complete response (pCR) in the early setting. Subgroup analyses by hormone receptor (HoR) status were carried out. The study protocol is registered on PROSPERO (n.CRD42023390777). RESULTS: Among 1916 identified records, 42 studies including 1 797 175 patients were eligible. In the early setting, HER2-low status was associated with significant improved DFS (HR 0.86, 95% CI 0.79-0.92, P < 0.001) and OS (HR 0.90, 95% CI 0.85-0.95, P < 0.001) when compared to HER2-zero status. Improved OS was observed for both HoR-positive and HoR-negative HER2-low populations, while DFS improvement was observed only in the HoR-positive subgroup. HER2-low status was significantly associated with a lower rate of pCR as compared to HER2-zero status both in the overall population (OR 0.74, 95% CI 0.62-0.88, P = 0.001) and in the HoR-positive subgroup (OR 0.77, 95% CI 0.65-0.90, P = 0.001). In the metastatic setting, patients with HER2-low breast cancers showed better OS when compared with those with HER2-zero tumours in the overall population (HR 0.94, 95% CI 0.89-0.98, P = 0.008), regardless of HoR status. No significant PFS differences were found. CONCLUSIONS: Compared with HER2-zero status, HER2-low status appears to be associated with a slightly increased OS both in the advanced and early settings, regardless of HoR expression. In the early setting, HER2-low tumours seem to be associated to lower pCR rates, especially if HoR-positive.


Assuntos
Neoplasias da Mama , Humanos , Feminino , Neoplasias da Mama/tratamento farmacológico , Prognóstico , Intervalo Livre de Doença , Intervalo Livre de Progressão , Modelos de Riscos Proporcionais
3.
ESMO Open ; 8(3): 101214, 2023 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-37075698

RESUMO

BACKGROUND: In hormone receptor-positive (HoR+) breast cancer (BC), gene expression analysis identifies luminal A (LumA), luminal B (LumB), human epidermal growth factor receptor 2 (HER2)-enriched (HER2-E), basal-like (BL) intrinsic subtypes and a normal-like group. This classification has an established prognostic value in early-stage HoR+ BC. Here, we carried out a trial-level meta-analysis to determine the prognostic ability of subtypes in metastatic BC (MBC). MATERIALS AND METHODS: We systematically reviewed all the available prospective phase II/III trials in HoR+ MBC where subtype was assessed. The primary endpoint was progression-free survival (PFS)/time to progression (TTP) of the LumA subtype compared to non-LumA. Secondary endpoints were PFS/TTP of each individual subtype, according to treatment, menopausal and HER2 status and overall survival (OS). The random-effect model was applied, and heterogeneity assessed through Cochran's Q and I2. Threshold for significance was set at P < 0.05. The study was registered in PROSPERO (ID: CRD42021255769). RESULTS: Seven studies were included (2536 patients). Non-LumA represented 55.2% and was associated with worse PFS/TTP than LumA [hazard ratio (HR) 1.77, P < 0.001, I2 = 61%], independently of clinical HER2 status [Psubgroup difference (Psub) = 0.16], systemic treatment (Psub = 0.96) and menopausal status (Psub = 0.12). Non-LumA tumors also showed worse OS (HR 2.00, P < 0.001, I2 = 65%), with significantly different outcomes for LumB (PFS/TTP HR 1.46; OS HR 1.41), HER2-E (PFS/TTP HR 2.39; OS HR 2.08) and BL (PFS/TTP HR 2.67; OS HR 3.26), separately (PFS/TTP Psub = 0.01; OS Psub = 0.005). Sensitivity analyses supported the main result. No publication bias was observed. CONCLUSIONS: In HoR+ MBC, non-LumA disease is associated with poorer PFS/TTP and OS than LumA, independently of HER2, treatment and menopausal status. Future trials in HoR+ MBC should consider this clinically relevant biological classification.


Assuntos
Antineoplásicos , Neoplasias da Mama , Humanos , Feminino , Neoplasias da Mama/tratamento farmacológico , Prognóstico , Estudos Prospectivos , Antineoplásicos/uso terapêutico , Modelos de Riscos Proporcionais
4.
ESMO Open ; 6(3): 100102, 2021 06.
Artigo em Inglês | MEDLINE | ID: mdl-33838601

RESUMO

BACKGROUND: Two promising therapeutic strategies in oncology are chimeric antigen receptor-T cell (CAR-T) therapies and antibody-drug conjugates (ADCs). To be effective and safe, these immunotherapies require surface antigens to be sufficiently expressed in tumors and less or not expressed in normal tissues. To identify new targets for ADCs and CAR-T specifically targeting breast cancer (BC) molecular and pathology-based subtypes, we propose a novel in silico strategy based on multiple publicly available datasets and provide a comprehensive explanation of the workflow for a further implementation. METHODS: We carried out differential gene expression analyses on The Cancer Genome Atlas BC RNA-sequencing data to identify BC subtype-specific upregulated genes. To fully explain the proposed target-discovering methodology, as proof of concept, we selected the 200 most upregulated genes for each subtype and undertook a comprehensive analysis of their protein expression in BC and normal tissues through several publicly available databases to identify the potentially safest and viable targets. RESULTS: We identified 36 potentially suitable and subtype-specific tumor surface antigens (TSAs), including fibroblast growth factor receptor-4 (FGFR4), carcinoembryonic antigen-related cell adhesion molecule 6 (CEACAM6), GDNF family receptor alpha 1 (GFRA1), integrin beta-6 (ITGB6) and ectonucleotide pyrophosphatase/phosphodiesterase 1 (ENPP1). We also identified 63 potential TSA pairs that might be appropriate for co-targeting strategies. Finally, we validated subtype specificity in a cohort of our patients, multiple BC cell lines and the METABRIC database. CONCLUSIONS: Overall, our in silico analysis provides a framework to identify novel and specific TSAs for the development of new CAR-T and antibody-based therapies in BC.


Assuntos
Neoplasias da Mama , Imunoconjugados , Receptores de Antígenos Quiméricos , Antígenos CD , Neoplasias da Mama/tratamento farmacológico , Moléculas de Adesão Celular , Feminino , Proteínas Ligadas por GPI , Humanos , Imunoterapia Adotiva , Linfócitos T
5.
ESMO Open ; 6(2): 100099, 2021 04.
Artigo em Inglês | MEDLINE | ID: mdl-33819752

RESUMO

BACKGROUND: The current standard first-line treatment of human epidermal growth factor receptor 2 (HER2)-positive (+) metastatic breast cancer is the combination of pertuzumab, trastuzumab and a taxane (P + T + taxane), while standard second-line is ado-trastuzumab-emtansine (T-DM1). The registration trial of pertuzumab, however, did not include early-relapsing patients, defined as patients experiencing tumor relapse ≤12 months from the end of (neo)adjuvant anti-HER2 therapy. Conversely, the pivotal trial of T-DM1 included some patients relapsing ≤6 months after the end of (neo)adjuvant trastuzumab. Thus, a proportion of early-relapsing patients are currently eligible to receive T-DM1 as first-line treatment. Nevertheless, no direct comparison exists between the two regimens in this clinical setting. PATIENTS AND METHODS: We retrospectively compared T-DM1 versus P + T + taxane as first-line treatment in two cohorts of early-relapsing patients in an Italian 'real-world' setting, involving 14 public health care institutions. The primary endpoint was progression-free survival. Secondary endpoints included patients' characterization, overall survival and post-progression survival. Univariate and multivariate analyses were carried out. All tests were two-sided and a P ≤ 0.05 was considered statistically significant. RESULTS: Among 1252 screened patients, 75 met the inclusion criteria. Forty-four (58.7%) received P + T + taxane and 31 (41.3%) received T-DM1. The two cohorts showed similar characteristics of aggressiveness and no significant differences in treatment history. T-DM1, compared with P + T + taxane was associated with worse progression-free survival (adjusted hazard ratio: 2.26, 95% confidence interval: 1.13-4.52, P = 0.021) and overall survival (adjusted hazard ratio: 3.95, 95% confidence interval: 1.38-11.32, P = 0.010), irrespective of previous (neo)adjuvant treatment, age, hormone receptors status, time-to-relapse (≤6 months or within 6-12 months) and presence of visceral/brain metastases. No differences were observed in post-progression survival (P = 0.095). CONCLUSIONS: Our study suggests superiority for P + T + taxane over T-DM1 as up-front treatment of early-relapsing HER2+ metastatic breast cancer, which merits further assessment in larger and prospective trials.


Assuntos
Neoplasias da Mama , Anticorpos Monoclonais Humanizados , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapêutico , Neoplasias da Mama/tratamento farmacológico , Feminino , Humanos , Itália , Recidiva Local de Neoplasia/tratamento farmacológico , Estudos Prospectivos , Receptor ErbB-2/genética , Receptor ErbB-2/uso terapêutico , Estudos Retrospectivos , Taxoides/uso terapêutico , Trastuzumab/uso terapêutico
6.
Prog Brain Res ; 228: 357-87, 2016.
Artigo em Inglês | MEDLINE | ID: mdl-27590975

RESUMO

Communication and control of the external environment can be provided via brain-computer interfaces (BCIs) to replace a lost function in persons with severe diseases and little or no chance of recovery of motor abilities (ie, amyotrophic lateral sclerosis, brainstem stroke). BCIs allow to intentionally modulate brain activity, to train specific brain functions, and to control prosthetic devices, and thus, this technology can also improve the outcome of rehabilitation programs in persons who have suffered from a central nervous system injury (ie, stroke leading to motor or cognitive impairment). Overall, the BCI researcher is challenged to interact with people with severe disabilities and professionals in the field of neurorehabilitation. This implies a deep understanding of the disabled condition on the one hand, and it requires extensive knowledge on the physiology and function of the human brain on the other. For these reasons, a multidisciplinary approach and the continuous involvement of BCI users in the design, development, and testing of new systems are desirable. In this chapter, we will focus on noninvasive EEG-based systems and their clinical applications, highlighting crucial issues to foster BCI translation outside laboratories to eventually become a technology usable in real-life realm.


Assuntos
Lesões Encefálicas/complicações , Interfaces Cérebro-Computador , Encéfalo/fisiologia , Doenças Transmissíveis/etiologia , Doenças Transmissíveis/reabilitação , Neurorretroalimentação/fisiologia , Lesões Encefálicas/reabilitação , Eletroencefalografia , Humanos
7.
Leukemia ; 10(2): 255-60, 1996 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-8637234

RESUMO

p16(INK4A) and p18 proteins are highly specific inhibitors of cyclin-dependent serine/threonine kinase activities required for the overcoming of the G1 checkpoint in the eukaryotic cell division cycle. The frequent cytogenetic aberrations occurring in several human neoplasms at the level of their codifying genes along with their molecular function strongly suggest that they might be important tumor suppressor genes. We looked for homozygous deletions of p16(INK4A) and p18 genes in 21 cases of childhood T cell lineage acute lymphoblastic leukemia (ALL). Twenty of 21 patients (95%) had homozygous deletions of p16(INK4A) gene while three out of 21 (14%) showed p18 gene biallelic deletion. Loss of heterozygosity studies were performed in 18 of the T cell ALL investigated by means of two highly polymorphic 9p21 markers. The results obtained demonstrated that genetic deletions of different extension occur on the short arms of the 9 chromosome pair. Karyotypic analyses, performed in 13 cases, failed to demonstrate 9p alterations in 12 samples, (92%) thus demonstrating that p16(INK4A) gene homozygous deletions are not restricted to cases with cytogenetically detectable 9p aberrations. The high incidence of p16(INK4A) gene deletions in pediatric T cell lineage ALL suggests that this genetic alteration could represent an early and key event in the development of such a malignancy but it should not have any prognostic value. Conversely, the inactivation of p18 gene, observed in a lower but significant number of cases, could participate in the progression of acute leukemias towards a more aggressive disease. Finally, our results may suggest that p16(INK4A) protein plays a key role in the control of proliferation and/or differentiation of human T lymphocytes.


Assuntos
Proteínas de Transporte/genética , Deleção de Genes , Genes Supressores de Tumor/genética , Homozigoto , Leucemia-Linfoma Linfoblástico de Células Precursoras/genética , Adolescente , Sequência de Bases , Linhagem da Célula , Criança , Pré-Escolar , Cromossomos Humanos Par 9 , Inibidor p16 de Quinase Dependente de Ciclina , Feminino , Regulação Leucêmica da Expressão Gênica , Humanos , Masculino , Dados de Sequência Molecular , Reação em Cadeia da Polimerase , Inibidores de Proteínas Quinases
8.
Thromb Haemost ; 64(1): 38-40, 1990 Aug 13.
Artigo em Inglês | MEDLINE | ID: mdl-2274927

RESUMO

Treatment of acute lymphoblastic leukaemia (ALL) with L-asparaginase (L-asp) may be associated with thrombotic complications, but the pathogenetic mechanisms of thrombus formation and persistence remain unclear. We studied the procoagulant activity (PCA) of peripheral blood mononuclear cells and some components of the plasma fibrinolytic system in 10 children with ALL undergoing remission induction therapy which includes L-asp. Mononuclear cells obtained 14 days after starting L-asp treatment generated significantly higher amounts of PCA (identified as tissue factor) than cells isolated before the first dose of L-asp and 7 days after the cessation of L-asp administration (p less than 0.01). Augmented PCA coincided with an increase in the plasma D-dimer. The plasma levels of type 1 plasminogen activator inhibitor were found significantly elevated during L-asp therapy (p less than 0.05), whereas plasminogen levels were markedly decreased (p less than 0.05). These findings suggest that, during the course of L-asp treatment, the coagulation-fibrinolysis balance is shifted towards promotion of fibrin formation and deposition. Although it remains to be conclusively established whether L-asp per se or the concurrent administration of multiple chemotherapeutic agents is responsible for these changes, the latter could contribute to the thrombotic complications associated with remission induction therapy for ALL.


Assuntos
Asparaginase/efeitos adversos , Coagulação Sanguínea/efeitos dos fármacos , Fibrinólise/efeitos dos fármacos , Leucemia-Linfoma Linfoblástico de Células Precursoras/tratamento farmacológico , Asparaginase/uso terapêutico , Criança , Pré-Escolar , Feminino , Humanos , Masculino , Leucemia-Linfoma Linfoblástico de Células Precursoras/sangue
9.
Pediatr Infect Dis J ; 9(6): 407-10, 1990 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-2367162

RESUMO

In 1989 the prevalence of hepatitis B virus markers was studied by radioimmunoassay in a sample of 1,426 healthy children, 3 to 11 years old, attending kindergarten and the primary schools in a large urban area of the Apulia Region in Southern Italy, where the hepatitis B surface antigen (HBsAg) prevalence among pregnant women is 5.6%. The overall prevalence of any hepatitis B virus marker was 3.4%, increasing from 1.7% in 3- to 5-year-old children to 5% in 10- to 11-year-old children (P less than 0.002). Prevalence was not associated with the father's years of schooling (odds ratio, 1.98; confidence interval, 95% (0.9 to 4.6] or with the family size (odds ratio, 2.96; confidence interval, (0.7 to 11.8]. The overall HBsAg prevalence was 0.8, a rate that was lower than the 5.6% found in pregnant women. The finding of only 12 HBsAg-positive children of the 1,426 tested, despite 80 of them being born to HBsAg-positive carrier mothers (on the basis of the 5.6% HBsAg prevalence among pregnant women), is probably attributable to the low proportion (5%) of hepatitis B e antigen positivity among the HBsAg-positive carrier mothers in the study area. The observed low HBV infection rate in younger age groups, which confirms recent studies in other areas of Italy, appears to be the result of several factors: improved socioeconomic conditions; decreased family size; and increased use of disposable syringes in the last few years.


Assuntos
Antígenos de Superfície da Hepatite B/análise , Hepatite B/epidemiologia , Fatores Etários , Criança , Pré-Escolar , Escolaridade , Características da Família , Feminino , Anticorpos Anti-Hepatite B/análise , Antígenos E da Hepatite B/análise , Humanos , Itália/epidemiologia , Masculino , Prevalência , Fatores Socioeconômicos
10.
Bone Marrow Transplant ; 4(6): 695-700, 1989 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-2819288

RESUMO

Allogeneic bone marrow transplantation was carried out on an 11-year-old boy with chronic granulomatous disease and severe chronic pulmonary insufficiency of restrictive type. After preparative regimen with busulfan (13 mg/kg) and cyclophosphamide (200 mg/kg), the patient received marrow cells from his HLA-identical and MLC-nonreactive sister. Durable sustained engraftment of donor hematopoietic and lymphoid populations occurred, as documented by analysis of genetic markers and complete reversal of the neutrophil function defect. No episode of infection occurred in the post-transplant course and, currently, 40 months after transplantation the patient is in excellent health and growing normally and showing an increasing improvement of his respiratory capacity. The successful outcome in this patient demonstrates that marrow transplantation is at present the only curative approach for this congenital disorder of neutrophil function.


Assuntos
Transplante de Medula Óssea , Doença Granulomatosa Crônica/cirurgia , Neutrófilos/fisiologia , Adolescente , Doença Granulomatosa Crônica/genética , Doença Granulomatosa Crônica/fisiopatologia , Humanos , Pulmão/fisiopatologia , Masculino , Linhagem
11.
Angiology ; 44(9): 745-9, 1993 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-8357104

RESUMO

The authors describe a rare case of congenital afibrinogenemia with concomitant K-dependent protein C deficit that was brought to our observation for ischemic lesions of the foot in association with fibrinogen concentrate infusions. These lesions can be attributed to the association of various factors: fibrinogen infusion without heparin coverage, microtrauma, and protein C (PC) deficit. In fact, thromboembolic complications during afibrinogenemia were previously reported usually in association with substitutive therapy, and it is also known that PC deficit predisposes to thrombotic complications. The the authors' knowledge, the case described by them is the first in which PC deficit is associated with afibrinogenemia. This association cannot be explained by a common genetic mechanism because the genes for fibrinogen and for protein C are located on different chromosomes (chromosomes 4 and 2 respectively).


Assuntos
Afibrinogenemia/complicações , Pé/irrigação sanguínea , Isquemia/etiologia , Potássio/metabolismo , Deficiência de Proteína C , Adolescente , Afibrinogenemia/genética , Afibrinogenemia/patologia , Feminino , Humanos , Isquemia/genética , Isquemia/patologia , Linhagem
12.
New Microbiol ; 26(2): 187-92, 2003 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-12737202

RESUMO

The nasopharyngeal colonization rate of Streptococcus pneumoniae and its antibiotic susceptibility was determined in a given population of 317 young children (ages 1-7 years) in the area of Bari, Italy. 18.29% of the cultures were positive for S. pneumoniae. 8.62% of the strains were intermediately resistant to penicillin. Erythromycin-(65.51%) and cotrimoxazole-(17.24%) resistance was also observed whereas all the strains resulted uniformely susceptible to cefotaxime and ceftriaxone. The high rate of nasopharyngeal carriage of Streptococcus pneumoniae along with the resistance to antibiotics widely used in the community suggests the importance of epidemiological surveillance as well as the application of new vaccine strategies.


Assuntos
Farmacorresistência Bacteriana , Nasofaringe/microbiologia , Streptococcus pneumoniae/isolamento & purificação , Portador Sadio , Criança , Pré-Escolar , Estudos de Coortes , Eritromicina/farmacologia , Feminino , Humanos , Lactente , Macrolídeos/farmacologia , Masculino , Testes de Sensibilidade Microbiana , Sorotipagem , Infecções Estreptocócicas/epidemiologia , Streptococcus pneumoniae/classificação , Streptococcus pneumoniae/efeitos dos fármacos , Combinação Trimetoprima e Sulfametoxazol/farmacologia
13.
Clin Nucl Med ; 20(3): 243-9, 1995 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-7750219

RESUMO

An account is given of the results observed with I-131 MIBG scintigraphy in four patients (1 bladder pheochromocytoma, 3 neuroblastomas) chosen on account of their particular clinical and diagnostic interest from a series of 41 apudoma patients examined by means of this technique. In the first patient, the unusual site of the tumor in the posterior wall of the bladder meant that its detection by I-131 MIBG was only possible after catheterization of the bladder. In the second patient, uptake in the metastasis was only evident after removal of the primary tumor. In the third patient, the scintiscan revealed several metastases (some in bone) not detected by CT. In the fourth patient (congenital neuroblastoma), enhanced uptake accompanied the appearance of high plasma catecholamine and urinary vanillylhandelic acid values, suggesting a functional switch from a nonsecreting to a secreting form. a supplementary In-111 DTPA-Octreotide (OCT) scintiscan of this patient demonstrated the presence of somatostatin receptors on the neuroblasts. Thus, this examination would seem particularly useful for the differentiation of nonsecreting neuroblastomas. Its employment in assessment of the therapeutic capacity of OCT itself is also suggested.


Assuntos
Radioisótopos de Índio , Radioisótopos do Iodo , Iodobenzenos , Neuroblastoma/diagnóstico por imagem , Octreotida/análogos & derivados , Ácido Pentético/análogos & derivados , Feocromocitoma/diagnóstico por imagem , 3-Iodobenzilguanidina , Adolescente , Neoplasias das Glândulas Suprarrenais/diagnóstico por imagem , Pré-Escolar , Humanos , Lactente , Neuroblastoma/congênito , Neuroblastoma/secundário , Cintilografia , Neoplasias Torácicas/diagnóstico por imagem , Neoplasias da Bexiga Urinária/diagnóstico por imagem
14.
J Neural Eng ; 11(3): 035008, 2014 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-24835331

RESUMO

OBJECTIVE: Several ERP-based brain-computer interfaces (BCIs) that can be controlled even without eye movements (covert attention) have been recently proposed. However, when compared to similar systems based on overt attention, they displayed significantly lower accuracy. In the current interpretation, this is ascribed to the absence of the contribution of short-latency visual evoked potentials (VEPs) in the tasks performed in the covert attention modality. This study aims to investigate if this decrement (i) is fully explained by the lack of VEP contribution to the classification accuracy; (ii) correlates with lower temporal stability of the single-trial P300 potentials elicited in the covert attention modality. APPROACH: We evaluated the latency jitter of P300 evoked potentials in three BCI interfaces exploiting either overt or covert attention modalities in 20 healthy subjects. The effect of attention modality on the P300 jitter, and the relative contribution of VEPs and P300 jitter to the classification accuracy have been analyzed. MAIN RESULTS: The P300 jitter is higher when the BCI is controlled in covert attention. Classification accuracy negatively correlates with jitter. Even disregarding short-latency VEPs, overt-attention BCI yields better accuracy than covert. When the latency jitter is compensated offline, the difference between accuracies is not significant. SIGNIFICANCE: The lower temporal stability of the P300 evoked potential generated during the tasks performed in covert attention modality should be regarded as the main contributing explanation of lower accuracy of covert-attention ERP-based BCIs.


Assuntos
Algoritmos , Artefatos , Interfaces Cérebro-Computador , Eletroencefalografia/métodos , Potenciais Evocados P300/fisiologia , Idioma , Análise e Desempenho de Tarefas , Adulto , Auxiliares de Comunicação para Pessoas com Deficiência , Eletroencefalografia/instrumentação , Desenho de Equipamento , Análise de Falha de Equipamento , Feminino , Humanos , Masculino , Reprodutibilidade dos Testes , Sensibilidade e Especificidade , Interface Usuário-Computador , Processamento de Texto
15.
J Neural Eng ; 11(3): 035004, 2014 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-24838347

RESUMO

OBJECTIVE: Reliability is a desirable characteristic of brain-computer interface (BCI) systems when they are intended to be used under non-experimental operating conditions. In addition, their overall usability is influenced by the complex and frequent procedures that are required for configuration and calibration. Earlier studies examined the issue of asynchronous control in P300-based BCIs, introducing dynamic stopping and automatic control suspension features. This report proposes and evaluates an algorithm for the automatic recalibration of the classifier's parameters using unsupervised data. APPROACH: Ten healthy subjects participated in five P300-based BCI sessions throughout a single day. First, we examined whether continuous adaptation of control parameters improved the accuracy of the asynchronous system over time. Then, we assessed the performance of the self-calibration algorithm with respect to the no-recalibration and supervised calibration conditions with regard to system accuracy and communication efficiency. MAIN RESULTS: Offline tests demonstrated that continuous adaptation of the control parameters significantly increased the communication efficiency of asynchronous P300-based BCIs. The self-calibration algorithm correctly assigned labels to unsupervised data with 95% accuracy, effecting communication efficiency that was comparable with that of supervised repeated calibration. SIGNIFICANCE: Although additional online tests that involve end-users under non-experimental conditions are needed, these preliminary results are encouraging, from which we conclude that the self-calibration algorithm is a promising solution to improve P300-based BCI usability and reliability.


Assuntos
Algoritmos , Interfaces Cérebro-Computador/normas , Auxiliares de Comunicação para Pessoas com Deficiência/normas , Eletroencefalografia/instrumentação , Eletroencefalografia/normas , Potenciais Evocados P300/fisiologia , Interface Usuário-Computador , Adulto , Calibragem , Desenho de Equipamento , Análise de Falha de Equipamento , Potenciais Evocados/fisiologia , Feminino , Humanos , Itália , Masculino , Valores de Referência , Reprodutibilidade dos Testes , Sensibilidade e Especificidade
16.
J Neural Eng ; 9(4): 045012, 2012 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-22832242

RESUMO

This off-line study aims to assess the performance of five classifiers commonly used in the brain-computer interface (BCI) community, when applied to a gaze-independent P300-based BCI. In particular, we compared the results of four linear classifiers and one nonlinear: Fisher's linear discriminant analysis (LDA), stepwise linear discriminant analysis (SWLDA), Bayesian linear discriminant analysis (BLDA), linear support vector machine (LSVM) and Gaussian supported vector machine (GSVM). Moreover, different values for the decimation of the training dataset were tested. The results were evaluated both in terms of accuracy and written symbol rate with the data of 19 healthy subjects. No significant differences among the considered classifiers were found. The optimal decimation factor spanned a range from 3 to 24 (12 to 94 ms long bins). Nevertheless, performance on individually optimized classification parameters is not significantly different from a classification with general parameters (i.e. using an LDA classifier, about 48 ms long bins).


Assuntos
Interfaces Cérebro-Computador/classificação , Eletroencefalografia/classificação , Eletroencefalografia/métodos , Potenciais Evocados P300/fisiologia , Fixação Ocular/fisiologia , Estimulação Luminosa/métodos , Adulto , Feminino , Humanos , Masculino , Adulto Jovem
17.
J Neural Eng ; 8(2): 025025, 2011 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-21436520

RESUMO

Brain-computer interface (BCI) systems allow people with severe motor disabilities to communicate and interact with the external world. The P300 potential is one of the most used control signals for EEG-based BCIs. Classic P300-based BCIs work in a synchronous mode; the synchronous control assumes that the user is constantly attending to the stimulation, and the number of stimulation sequences is fixed a priori. This issue is an obstacle for the use of these systems in everyday life; users will be engaged in a continuous control state, their distractions will cause misclassification and the speed of selection will not take into account users' current psychophysical condition. An efficient BCI system should be able to understand the user's intentions from the ongoing EEG instead. Also, it has to refrain from making a selection when the user is engaged in a different activity and it should increase or decrease its speed of selection depending on the current user's state. We addressed these issues by introducing an asynchronous BCI and tested its capabilities for effective environmental monitoring, involving 11 volunteers in three recording sessions. Results show that this BCI system can increase the bit rate during control periods while the system is proved to be very efficient in avoiding false negatives when the users are engaged in other tasks.


Assuntos
Algoritmos , Mapeamento Encefálico/métodos , Eletroencefalografia/métodos , Monitoramento Ambiental/métodos , Potenciais Evocados P300/fisiologia , Potenciais Evocados/fisiologia , Reconhecimento Automatizado de Padrão/métodos , Adulto , Feminino , Humanos , Imaginação/fisiologia , Masculino , Interface Usuário-Computador
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