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Quantum sensors based on cold atoms are being developed which produce measurements of unprecedented accuracy. Due to shifts in atomic energy levels, quantum sensors often have stringent requirements on their internal magnetic field environment. Typically, background magnetic fields are attenuated using high permeability magnetic shielding, with the cancelling of residual and introduction of quantisation fields implemented with coils inside the shield. The high permeability shield, however, distorts all magnetic fields, including those generated inside the sensor. Here, we demonstrate a solution by designing multiple coils overlaid on a 3D-printed former to generate three uniform and three constant linear gradient magnetic fields inside the capped cylindrical magnetic shield of a cold atom interferometer. The fields are characterised in-situ and match their desired forms to high accuracy. For example, the uniform transverse field, Bx, deviates by less than 0.2% over more than 40% of the length of the shield. We also map the field directly using the cold atoms and investigate the potential of the coil system to reduce bias from the quadratic Zeeman effect. This coil design technology enables targeted field compensation over large spatial volumes and has the potential to reduce systematic shifts and noise in numerous cold atom systems.
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AIM: Preoperative iron is frequently used for the correction of anaemia in colorectal cancer surgery. However, enteral iron intake may promote tumour growth and progression which could influence cancer recurrence and patient survival. We explore the long-term outcomes of patients receiving either oral or intravenous iron replacement therapy as part of a previous randomized controlled trial. METHODS: The IVICA trial randomized anaemic colorectal cancer patients to receive either oral (OI, control) or intravenous (IVI, treatment) iron prior to their elective operation. Follow-up analysis of all patients recruited to this multicentre trial who underwent surgical resection with curative intent was performed. Kaplan-Meier survival estimates and Cox proportional hazard models were used to compare groups. A pooled group multivariable analysis comparing patients who achieved resolution of anaemia preoperatively to those who did not was also undertaken. RESULTS: In all, 110 of the 116 patients previously enrolled were eligible for analysis (OI n = 56, IVI n = 54). Median overall follow-up duration was 61 months (interquartile range 46-67). No significant difference in 5-year overall survival (hazard ratio (HR) 1.22, 95% CI 0.65-2.28, P = 0.522) or disease-free survival (HR 1.08, 95% CI 0.61-1.92, P = 0.79) was observed between OI and IVI. A pooled analysis of treatment groups found that preoperative resolution of anaemia led to improved 5-year overall survival on multivariable analysis (HR 3.38, 95% CI 1.07-11.56, P = 0.044). CONCLUSION: We recommend IVI for the preoperative correction of anaemia. Route of iron therapy did not significantly influence survival. Preoperative anaemia correction may lead to an overall survival advantage following elective colorectal cancer surgery.
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Anemia , Neoplasias Colorretais , Anemia/complicações , Anemia/tratamento farmacológico , Neoplasias Colorretais/complicações , Neoplasias Colorretais/cirurgia , Humanos , Ferro , Recidiva Local de Neoplasia , Cuidados Pré-OperatóriosRESUMO
The recurrence rate of soft tissue and bone sarcomas strongly correlates to the status of the surgical margin after excision, yet excessive removal of tissue may lead to distinct, otherwise avoidable morbidity. Therefore, adequate margination of sarcomas both pre- and intra-operatively is a clinical necessity that has not yet fully been met. Current guidance for soft-tissue sarcomas recommends an ultrasound scan followed by magnetic resonance imaging (MRI). For bone sarcomas, two plane radiographs are required, followed similarly by an MRI scan. The introduction of more precise imaging modalities may reduce the morbidity associated with sarcoma surgery; the PET-CT and PET-MRI approaches in particular demonstrating high clinical efficacy. Despite advancements in the accuracy in pre-operative imaging, translation of an image to surgical margins is difficult, regularly resulting in wider resection margins than required. For soft tissue sarcomas there is currently no standard technique for image guided resections, while for bone sarcomas fluoroscopy may be used, however margins are not easily discernible during the surgical procedure. Near infra-red (NIR) fluorescence guided surgery offers an intra-operative modality through which complete tumour resection with adequate tumour-free margins may be achieved, while simultaneously minimising surgical morbidity. NIR imaging presents a potentially valuable adjunct to sarcoma surgery. Early reports indicate that it may be able to provide the surgeon with helpful information on anatomy, perfusion, lymphatic drainage, tumour margins and metastases. The use of NIR fluorochromes have also been demonstrated to be well tolerated by patients. However, prior to widespread implementation, studies related to cost-effectiveness and the development of protocols are essential. Nevertheless, NIR imaging may become ubiquitous in the future, carrying the potential to transform the surgical management of sarcoma.
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Neoplasias Ósseas/cirurgia , Aumento da Imagem , Osteossarcoma/cirurgia , Osteotomia , Sarcoma/cirurgia , Neoplasias de Tecidos Moles/cirurgia , Cirurgia Assistida por Computador , Animais , Neoplasias Ósseas/diagnóstico por imagem , Neoplasias Ósseas/patologia , Humanos , Margens de Excisão , Neoplasia Residual , Osteossarcoma/diagnóstico por imagem , Osteossarcoma/patologia , Valor Preditivo dos Testes , Sarcoma/diagnóstico por imagem , Sarcoma/patologia , Neoplasias de Tecidos Moles/diagnóstico por imagem , Neoplasias de Tecidos Moles/patologia , Resultado do TratamentoRESUMO
Anaemia is associated with a reduction in quality of life, and is common in patients with colorectal cancer . We recently reported the findings of the intravenous iron in colorectal cancer-associated anaemia (IVICA) trial comparing haemoglobin levels and transfusion requirements following intravenous or oral iron replacement in anaemic colorectal cancer patients undergoing elective surgery. In this follow-up study, we compared the efficacy of intravenous and oral iron at improving quality of life in this patient group. We conducted a multicentre, open-label randomised controlled trial. Anaemic colorectal cancer patients were randomly allocated at least two weeks pre-operatively, to receive either oral (ferrous sulphate) or intravenous (ferric carboxymaltose) iron. We assessed haemoglobin and quality of life scores at recruitment, immediately before surgery and at outpatient review approximately three months postoperatively, using the Short Form 36, EuroQoL 5-dimension 5-level and Functional Assessment of Cancer Therapy - Anaemia questionnaires. We recruited 116 anaemic patients across seven UK centres (oral iron n = 61 (53%), and intravenous iron n = 55 (47%)). Eleven quality of life components increased by a clinically significant margin in the intravenous iron group between recruitment and surgery compared with one component for oral iron. Median (IQR [range]) visual analogue scores were significantly higher with intravenous iron at a three month outpatient review (oral iron 70, (60-85 [20-95]); intravenous iron 90 (80-90 [50-100]), p = 0.001). The Functional Assessment of Cancer Therapy - Anaemia score comprises of subscales related to cancer, fatigue and non-fatigue items relevant to anaemia. Median outpatient scores were higher, and hence favourable, for intravenous iron on the Functional Assessment of Cancer Therapy - Anaemia subscale (oral iron 66 (55-72 [23-80]); intravenous iron 71 (66-77 [46-80]); p = 0.002), Functional Assessment of Cancer Therapy - Anaemia trial outcome index (oral iron 108 (90-123 [35-135]); intravenous iron 121 (113-124 [81-135]); p = 0.003) and Functional Assessment of Cancer Therapy - Anaemia total score (oral iron 151 (132-170 [69-183]); intravenous iron 168 (160-174 [125-186]); p = 0.005). These findings indicate that intravenous iron is more efficacious at improving quality of life scores than oral iron in anaemic colorectal cancer patients.
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Anemia/tratamento farmacológico , Neoplasias Colorretais/cirurgia , Ferro/administração & dosagem , Ferro/uso terapêutico , Cuidados Pré-Operatórios/métodos , Qualidade de Vida , Idoso , Anemia/etiologia , Neoplasias Colorretais/complicações , Feminino , Seguimentos , Humanos , Infusões Intravenosas , Masculino , Resultado do Tratamento , Reino UnidoRESUMO
BACKGROUND: Treatment of preoperative anaemia is recommended as part of patient blood management, aiming to minimize perioperative allogeneic red blood cell transfusion. No clear evidence exists outlining which treatment modality should be used in patients with colorectal cancer. The study aimed to compare the efficacy of preoperative intravenous and oral iron in reducing blood transfusion use in anaemic patients undergoing elective colorectal cancer surgery. METHODS: Anaemic patients with non-metastatic colorectal adenocarcinoma were recruited at least 2 weeks before surgery and randomized to receive oral (ferrous sulphate) or intravenous (ferric carboxymaltose) iron. Perioperative changes in haemoglobin, ferritin, transferrin saturation and blood transfusion use were recorded until postoperative outpatient review. RESULTS: Some 116 patients were included in the study. There was no difference in blood transfusion use from recruitment to trial completion in terms of either volume of blood administered (P = 0·841) or number of patients transfused (P = 0·470). Despite this, increases in haemoglobin after treatment were higher with intravenous iron (median 1·55 (i.q.r. 0·93-2·58) versus 0·50 (-0·13 to 1·33) g/dl; P < 0·001), which was associated with fewer anaemic patients at the time of surgery (75 versus 90 per cent; P = 0·048). Haemoglobin levels were thus higher at surgery after treatment with intravenous than with oral iron (mean 11·9 (95 per cent c.i. 11·5 to 12·3) versus 11·0 (10·6 to 11·4) g/dl respectively; P = 0·002), as were ferritin (P < 0·001) and transferrin saturation (P < 0·001) levels. CONCLUSION: Intravenous iron did not reduce the blood transfusion requirement but was more effective than oral iron at treating preoperative anaemia and iron deficiency in patients undergoing colorectal cancer surgery.
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Adenocarcinoma/cirurgia , Anemia Ferropriva/tratamento farmacológico , Neoplasias Colorretais/cirurgia , Compostos Férricos/administração & dosagem , Compostos Ferrosos/administração & dosagem , Hematínicos/administração & dosagem , Maltose/análogos & derivados , Cuidados Pré-Operatórios/métodos , Adenocarcinoma/complicações , Administração Oral , Adulto , Idoso , Idoso de 80 Anos ou mais , Anemia Ferropriva/etiologia , Anemia Ferropriva/terapia , Neoplasias Colorretais/complicações , Procedimentos Cirúrgicos Eletivos , Transfusão de Eritrócitos/estatística & dados numéricos , Feminino , Compostos Férricos/uso terapêutico , Compostos Ferrosos/uso terapêutico , Seguimentos , Hematínicos/uso terapêutico , Humanos , Injeções Intravenosas , Masculino , Maltose/administração & dosagem , Maltose/uso terapêutico , Pessoa de Meia-Idade , Complicações Pós-Operatórias/prevenção & controle , Estudos Prospectivos , Resultado do TratamentoRESUMO
AIM: While physical fatigue is known to arise in part from supraspinal mechanisms within the brain, exactly how brain activity is modulated during fatigue is not well understood. Therefore, this study examined how typical neural oscillatory responses to voluntary muscle contractions were affected by fatigue. METHODS: Eleven healthy adults (age 27 ± 4 years) completed two experimental sessions in a randomized crossover design. Both sessions first assessed baseline maximal voluntary isometric wrist-flexion force (MVFb ). Participants then performed an identical series of fourteen test contractions (2 × 100%MVFb , 10 × 40%MVFb , 2 × 100%MVFb ) both before and after one of two interventions: forty 12-s contractions at 55%MVFb (fatigue intervention) or 5%MVFb (control intervention). Magnetoencephalography (MEG) was used to characterize both the movement-related mu and beta decrease (MRMD and MRBD) and the post-movement beta rebound (PMBR) within the contralateral sensorimotor cortex during the 40%MVFb test contractions, while the 100%MVFb test contractions were used to monitor physical fatigue. RESULTS: The fatigue intervention induced a substantial physical fatigue that endured throughout the post-intervention measurements (28.9-29.5% decrease in MVF, P < 0.001). Fatigue had a significant effect on both PMBR (anova, session × time-point interaction: P = 0.018) and MRBD (P = 0.021): the magnitude of PMBR increased following the fatigue but not the control interventions, whereas MRBD was decreased post-control but not post-fatigue. Mu oscillations were unchanged throughout both sessions. CONCLUSION: Physical fatigue resulted in an increased PMBR, and offset attenuations in MRBD associated with task habituation.
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Fadiga/fisiopatologia , Magnetoencefalografia , Contração Muscular , Córtex Sensório-Motor/fisiopatologia , Adulto , Relógios Biológicos , Estudos Cross-Over , Feminino , Voluntários Saudáveis , Humanos , Masculino , Movimento , Adulto JovemRESUMO
MEG offers dynamic and spectral resolution for resting-state connectivity which is unavailable in fMRI. However, there are a wide range of available network estimation methods for MEG, and little in the way of existing guidance on which ones to employ. In this technical note, we investigate the extent to which many popular measures of stationary connectivity are suitable for use in resting-state MEG, localising magnetic sources with a scalar beamformer. We use as empirical criteria that network measures for individual subjects should be repeatable, and that group-level connectivity estimation shows good reproducibility. Using publically-available data from the Human Connectome Project, we test the reliability of 12 network estimation techniques against these criteria. We find that the impact of magnetic field spread or spatial leakage artefact is profound, creates a major confound for many connectivity measures, and can artificially inflate measures of consistency. Among those robust to this effect, we find poor test-retest reliability in phase- or coherence-based metrics such as the phase lag index or the imaginary part of coherency. The most consistent methods for stationary connectivity estimation over all of our tests are simple amplitude envelope correlation and partial correlation measures.
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Algoritmos , Córtex Cerebral/fisiologia , Conectoma/métodos , Magnetoencefalografia/métodos , Rede Nervosa/fisiologia , Descanso/fisiologia , Adulto , Feminino , Humanos , Masculino , Reprodutibilidade dos Testes , Sensibilidade e EspecificidadeRESUMO
Understanding the electrophysiological basis of resting state networks (RSNs) in the human brain is a critical step towards elucidating how inter-areal connectivity supports healthy brain function. In recent years, the relationship between RSNs (typically measured using haemodynamic signals) and electrophysiology has been explored using functional Magnetic Resonance Imaging (fMRI) and magnetoencephalography (MEG). Significant progress has been made, with similar spatial structure observable in both modalities. However, there is a pressing need to understand this relationship beyond simple visual similarity of RSN patterns. Here, we introduce a mathematical model to predict fMRI-based RSNs using MEG. Our unique model, based upon a multivariate Taylor series, incorporates both phase and amplitude based MEG connectivity metrics, as well as linear and non-linear interactions within and between neural oscillations measured in multiple frequency bands. We show that including non-linear interactions, multiple frequency bands and cross-frequency terms significantly improves fMRI network prediction. This shows that fMRI connectivity is not only the result of direct electrophysiological connections, but is also driven by the overlap of connectivity profiles between separate regions. Our results indicate that a complete understanding of the electrophysiological basis of RSNs goes beyond simple frequency-specific analysis, and further exploration of non-linear and cross-frequency interactions will shed new light on distributed network connectivity, and its perturbation in pathology.
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Mapeamento Encefálico/métodos , Encéfalo/fisiologia , Modelos Neurológicos , Modelos Teóricos , Rede Nervosa/fisiologia , Hemodinâmica , Humanos , Imageamento por Ressonância Magnética , MagnetoencefalografiaRESUMO
Ambiguities in the source reconstruction of magnetoencephalographic (MEG) measurements can cause spurious correlations between estimated source time-courses. In this paper, we propose a symmetric orthogonalisation method to correct for these artificial correlations between a set of multiple regions of interest (ROIs). This process enables the straightforward application of network modelling methods, including partial correlation or multivariate autoregressive modelling, to infer connectomes, or functional networks, from the corrected ROIs. Here, we apply the correction to simulated MEG recordings of simple networks and to a resting-state dataset collected from eight subjects, before computing the partial correlations between power envelopes of the corrected ROItime-courses. We show accurate reconstruction of our simulated networks, and in the analysis of real MEGresting-state connectivity, we find dense bilateral connections within the motor and visual networks, together with longer-range direct fronto-parietal connections.
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Conectoma/métodos , Interpretação Estatística de Dados , Magnetoencefalografia/métodos , Rede Nervosa/fisiologia , Processamento de Sinais Assistido por Computador , Simulação por Computador , HumanosRESUMO
AIM: The study aimed to analyse the feasibility and efficacy of administration of a single intravenous iron infusion (IVI) in the preoperative optimization of colorectal cancer patients with anaemia. METHOD: Twenty patients were recruited at least 14 days before the planned date of surgery. A single 1000 mg dose of ferric carboxymaltose (Ferinject) was administered as an outpatient procedure. Blood samples were taken at recruitment prior to drug administration (REC), on the day of surgery prior to any intervention (DOS) and on the first postoperative day. Allogeneic red blood cell transfusions (ARBT) and outcomes were recorded from recruitment throughout the study period. RESULTS: There was a significant median rise in haemoglobin levels (Hb) from REC to DOS of 1.8 g/dl [interquartile range (IQR) 0.75-2.45, P < 0.001] for the entire cohort. Two patients received ARBT preoperatively, and for those not transfused preoperatively (n = 18), this incremental Hb rise remained significant (P < 0.001, median 1.65 g/dl, IQR 0.5-2.3). Of these patients, those who responded to IVI had higher erythropoietin (EPO) levels at recruitment (P < 0.01) and lower recruitment Hb values, transferrin-saturation (TSAT) and C-reactive protein (CRP) levels (P < 0.05). REC Hb (Rs = -0.62, P < 0.01), REC TSAT levels (Rs = -0.67, P < 0.01) and REC EPO (Rs = 0.69, P < 0.01) correlated with the magnitude of treatment change in Hb levels. Five patients received ARBT until the fourth postoperative day, which was significantly fewer than predicted (P < 0.05). CONCLUSION: IVI can be administered preoperatively in the outpatient clinic to colorectal cancer patients with anaemia, with associated reduction in ARBT use and increase in Hb levels.
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Adenocarcinoma/cirurgia , Anemia/tratamento farmacológico , Neoplasias Colorretais/cirurgia , Compostos Férricos/administração & dosagem , Maltose/análogos & derivados , Adenocarcinoma/complicações , Idoso , Idoso de 80 Anos ou mais , Anemia/sangue , Anemia/complicações , Proteína C-Reativa/metabolismo , Neoplasias Colorretais/complicações , Transfusão de Eritrócitos , Eritropoetina/sangue , Estudos de Viabilidade , Feminino , Hemoglobinas/metabolismo , Humanos , Infusões Intravenosas , Tempo de Internação , Masculino , Maltose/administração & dosagem , Pessoa de Meia-Idade , Projetos Piloto , Complicações Pós-Operatórias , Cuidados Pré-Operatórios , Transferrinas/sangueRESUMO
OBJECTIVE: This pilot study was undertaken to assess the validity and effectiveness of near-patient coeliac immunological testing, compared to standard laboratory immunological techniques, used in the context of dietician-led coeliac disease follow-up clinics. DESIGN: The study was designed in two phases, each assessing the near-patient test and standard laboratory immunological techniques. Phase 1 analysed stored serum samples; Phase 2 analysed whole blood from patients attending the dietician-led coeliac disease clinics. SETTING: Patients were recruited from New Cross Hospital, Wolverhampton (n=50), and Imperial College London (n=30), between March 2010 and February 2011. PATIENTS: Those with a diagnosis of coeliac disease for greater than 12â months attending dietician-led coeliac disease clinics. INTERVENTIONS: In addition to whole blood taken for routine analysis, patients required a capillary finger-prick blood sample. MAIN OUTCOME MEASURE: To determine if the whole blood and serum near-patient test results were in correlation with outcomes of standard laboratory evaluation. RESULTS: Phase 1 demonstrated that the near-patient serum test had a sensitivity of 93.5% (95% CI 0.79% to 0.98%), specificity of 94.9% (0.83% to 0.99%), when compared to standard laboratory ELISA. Phase 2, involving patients whole blood, had a sensitivity of 77.8% (0.45% to 0.93%), and specificity of 100% (0.94% to 1%). CONCLUSIONS: This pilot study has demonstrated that there appears to be a role for near-patient testing in coeliac disease, but further studies are recommended.
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Raised intracellular iron has been identified as a potential aetiological factor in the development of several epithelial malignancies, including those of the gastrointestinal tract. The mechanism behind this increase is thought to include disorders of iron uptake and storage. Several iron chelators have been identified as potential anti-tumour agents, with much work undertaken to ascertain the exact mode of action. Despite this, there is little known about the role that these drugs play in the cellular iron metabolism of oesophageal cancer. Consequently, the present study looks to review the relationship of two clinically important iron-chelating agents, deferoxamine and deferasirox, on cellular iron uptake and storage in oesophageal squamous and adenocarcinoma. This provides important evidence for the debate about the role these agents have in the clinical management of such tumours.
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Antineoplásicos/uso terapêutico , Benzoatos/uso terapêutico , Proliferação de Células/efeitos dos fármacos , Neoplasias Esofágicas/tratamento farmacológico , Esôfago/efeitos dos fármacos , Quelantes de Ferro/uso terapêutico , Triazóis/uso terapêutico , Animais , Deferasirox , Feminino , HumanosRESUMO
BACKGROUND: Faecal calprotectin (f-Cp), a marker of intestinal inflammation, can be used to distinguish between functional and organic bowel disease. F-Cp, following extraction, is commonly quantified using enzyme-linked immunosorbent assays (ELISAs) but there are no data comparing the different f-Cp assays or sample extraction devices. We, therefore, evaluated and compared the performance of the Immunodiagnostik, Bühlmann and Eurospital f-Cp ELISA assays as well as the Roche, Immunodiagnostik and ScheBo Biotech commercial faecal extraction devices. We also briefly report results from a pilot f-Cp external quality assurance (EQA) scheme. METHODS: Imprecision, linearity, recovery, drift and limit of quantitation of the f-Cp assays were evaluated and between-assay variability assessed. The three commercial sample extraction devices were compared with the manual weighing method. Four faecal samples were distributed as part of a pilot EQA scheme to 15 laboratories using quantitative ELISA f-Cp assays. RESULTS: The three f-Cp assays demonstrated adequate intra-/interbatch imprecision, linearity and recovery. The cross-comparison study and EQA data demonstrated that, for the same sample, the Bühlmann assay reports up to 3.8 times higher f-Cp concentrations than the Immunodiagnostik and Eurospital assays. On average, the commercial extraction devices led to a 7.8-28.1% under-recovery of f-Cp in comparison to the manual weighing method. CONCLUSIONS: Laboratories should be aware of the lack of the assay standardization, as demonstrated by the between-assay variability. A comparison between f-Cp concentrations reported by these assays and clinical markers of disease severity is required in order to determine their diagnostic accuracy. The EQA scheme represents the first available programme for f-Cp.
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Ensaio de Imunoadsorção Enzimática/normas , Fezes/química , Doenças Inflamatórias Intestinais/diagnóstico , Complexo Antígeno L1 Leucocitário/análise , Biomarcadores/análise , Calibragem , Ensaio de Imunoadsorção Enzimática/métodos , Humanos , Doenças Inflamatórias Intestinais/imunologia , Complexo Antígeno L1 Leucocitário/imunologia , Limite de Detecção , Controle de Qualidade , Reprodutibilidade dos TestesRESUMO
In recent years, one of the most important findings in systems neuroscience has been the identification of large scale distributed brain networks. These networks support healthy brain function and are perturbed in a number of neurological disorders (e.g. schizophrenia). Their study is therefore an important and evolving focus for neuroscience research. The majority of network studies are conducted using functional magnetic resonance imaging (fMRI) which relies on changes in blood oxygenation induced by neural activity. However recently, a small number of studies have begun to elucidate the electrical origin of fMRI networks by searching for correlations between neural oscillatory signals from spatially separate brain areas in magnetoencephalography (MEG) data. Here we advance this research area. We introduce two methodological extensions to previous independent component analysis (ICA) approaches to MEG network characterisation: 1) we show how to derive pan-spectral networks that combine independent components computed within individual frequency bands. 2) We show how to measure the temporal evolution of each network with millisecond temporal resolution. We apply our approach to ~10h of MEG data recorded in 28 experimental sessions during 3 separate cognitive tasks showing that a number of networks could be identified and were robust across time, task, subject and recording session. Further, we show that neural oscillations in those networks are modulated by memory load, and task relevance. This study furthers recent findings on electrodynamic brain networks and paves the way for future clinical studies in patients in which abnormal connectivity is thought to underlie core symptoms.
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Encéfalo/fisiologia , Fenômenos Eletrofisiológicos/fisiologia , Rede Nervosa/fisiologia , Desempenho Psicomotor/fisiologia , Adulto , Algoritmos , Cognição/fisiologia , Interpretação Estatística de Dados , Eletroencefalografia , Feminino , Humanos , Processamento de Imagem Assistida por Computador , Magnetoencefalografia , Masculino , Memória de Curto Prazo/fisiologia , Estimulação Luminosa , Análise de Componente Principal , Percepção Visual/fisiologiaRESUMO
A novel framework for analysing task-positive data in magnetoencephalography (MEG) is presented that can identify task-related networks. Techniques that combine beamforming, the Hilbert transform and temporal independent component analysis (ICA) have recently been applied to resting-state MEG data and have been shown to extract resting-state networks similar to those found in fMRI. Here we extend this approach in two ways. First, we systematically investigate optimisation of time-frequency windows for connectivity measurement. This is achieved by estimating the distribution of functional connectivity scores between nodes of known resting-state networks and contrasting it with a distribution of artefactual scores that are entirely due to spatial leakage caused by the inverse problem. We find that functional connectivity, both in the resting-state and during a cognitive task, is best estimated via correlations in the oscillatory envelope in the 8-20 Hz frequency range, temporally down-sampled with windows of 1-4s. Second, we combine ICA with the general linear model (GLM) to incorporate knowledge of task structure into our connectivity analysis. The combination of ICA with the GLM helps overcome problems of these techniques when used independently: namely, the interpretation and separation of interesting independent components from those that represent noise in ICA and the correction for multiple comparisons when applying the GLM. We demonstrate the approach on a 2-back working memory task and show that this novel analysis framework is able to elucidate the functional networks involved in the task beyond that which is achieved using the GLM alone. We find evidence of localised task-related activity in the area of the hippocampus, which is difficult to detect reliably using standard methods. Task-positive ICA, coupled with the GLM, has the potential to be a powerful tool in the analysis of MEG data.
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Algoritmos , Encéfalo/fisiologia , Cognição/fisiologia , Magnetoencefalografia/métodos , Modelos Neurológicos , Análise e Desempenho de Tarefas , Adulto , Simulação por Computador , Interpretação Estatística de Dados , Feminino , Humanos , Masculino , Modelos Estatísticos , Análise de Componente PrincipalRESUMO
A number of recent studies have begun to show the promise of magnetoencephalography (MEG) as a means to non-invasively measure functional connectivity within distributed networks in the human brain. However, a number of problems with the methodology still remain--the biggest of these being how to deal with the non-independence of voxels in source space, often termed signal leakage. In this paper we demonstrate a method by which non-zero lag cortico-cortical interactions between the power envelopes of neural oscillatory processes can be reliably identified within a multivariate statistical framework. The method is spatially unbiased, moderately conservative in false positive rate and removes linear signal leakage between seed and target voxels. We demonstrate this methodology in simulation and in real MEG data. The multivariate method offers a powerful means to capture the high dimensionality and rich information content of MEG signals in a single imaging statistic. Given a significant interaction between two areas, we go on to show how classical statistical tests can be used to quantify the importance of the data features driving the interaction.
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Mapeamento Encefálico/métodos , Encéfalo/fisiologia , Magnetoencefalografia , Modelos Neurológicos , Vias Neurais/fisiologia , Processamento de Sinais Assistido por Computador , Humanos , Modelos LinearesRESUMO
Interpretation of the blood oxygen level dependent (BOLD) response measured using functional magnetic resonance imaging (fMRI) requires an understanding of the underlying neuronal activity. Here we report on a study using both magnetoencephalography (MEG) and BOLD fMRI, to measure the brain's functional response to electrical stimulation of the median nerve in a paired pulse paradigm. Interstimulus Intervals (ISIs) of 0.25, 0.5, 0.75, 1.0, 1.5 and 2.0 s are used to investigate how the MEG detected neural response to a second pulse is affected by that from a preceding pulse and if these MEG modulations are reflected in the BOLD response. We focus on neural oscillatory activity in the ß-band (13-30 Hz) and the P35m component of the signal averaged evoked response in the sensorimotor cortex. A spatial separation of ß ERD and ERS following each pulse is demonstrated suggesting that these two effects arise from separate neural generators, with ERS exhibiting a closer spatial relationship with the BOLD response. The spatial distribution and extent of BOLD activity were unaffected by ISI, but modulations in peak amplitude and latency were observed. Non-linearities in both induced oscillatory activity ERS and in the signal averaged evoked response are found for ISIs of up to 2s when the signal averaged evoked response has returned to baseline, with the P35m component displaying paired pulse depression effects. The ß-band ERS magnitude was modulated by ISI, however the ERD magnitude was not. These results support the assumption that BOLD non-linearity arises not only from a non-linear vascular response to neural activity but also a non-linear neural response to the stimulus with ISI up to 2 s.
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Imageamento por Ressonância Magnética/métodos , Magnetoencefalografia/métodos , Oxigênio/sangue , Córtex Somatossensorial/fisiologia , Sincronização Cortical , Interpretação Estatística de Dados , Estimulação Elétrica , Potenciais Somatossensoriais Evocados/fisiologia , Potenciais Pós-Sinápticos Excitadores/fisiologia , Humanos , Nervo Mediano/fisiologia , Córtex Motor/fisiologia , Dinâmica não Linear , Distribuição NormalRESUMO
BACKGROUND: Although many studies of painful rectal stimulation have found activation in the insula, cingulate, somatosensory, prefrontal cortices and thalamus, there is considerable variability when comparing functional magnetic resonance imaging (fMRI) results. Multiple factors may be responsible, including the model used in fMRI data analysis. Here, we assess the temporal response of activity to rectal barostat distension using novel fMRI and magnetoencephalography (MEG) analysis. METHODS: Liminal and painful rectal barostat balloon inflation thresholds were assessed in 14 female healthy volunteers. Subliminal, liminal and painful 40s periods of distension were applied in a pseudo-randomized paradigm during fMRI and MEG neuroimaging. Functional MRI data analysis was performed comparing standard box-car models of the full 40s of stimulus (Block) with models of the inflation (Ramp-On) and deflation (Ramp-Off) of the barostat. Similar models were used in MEG analysis of oscillatory activity. KEY RESULTS: Modeling the data using a standard Block analysis failed to detect areas of interest found to be active using Ramp-On and Ramp-Off models. Ramp-On generated activity in anterior insula and cingulate regions and other pain-matrix associated areas. Ramp-Off demonstrated activity of a network of posterior insula, SII and posterior cingulate. Active areas were consistent with those identified from MEG data. CONCLUSIONS & INFERENCES: In studies of visceral pain, fMRI model design strongly influences the detected activity and must be accounted for to effectively explore the fMRI data in healthy subjects and within patient groups. In particular a strong cortical response is detected to inflation and deflation of the barostat, rather than to its absolute volume.
Assuntos
Encéfalo/fisiologia , Dor/etiologia , Dor/fisiopatologia , Pressão/efeitos adversos , Reto/fisiopatologia , Vísceras/fisiopatologia , Adulto , Encéfalo/patologia , Cateterismo , Córtex Cerebral/fisiologia , Feminino , Giro do Cíngulo/fisiologia , Humanos , Imageamento por Ressonância Magnética , Magnetoencefalografia , Pessoa de Meia-Idade , Limiar da Dor/fisiologia , Reto/patologia , Vísceras/patologiaAssuntos
Anemia Ferropriva/prevenção & controle , Neoplasias Colorretais/cirurgia , Compostos Férricos/administração & dosagem , Hematínicos/administração & dosagem , Complicações Pós-Operatórias/prevenção & controle , Transfusão de Sangue , Óxido de Ferro Sacarado , Ácido Glucárico , Humanos , Infusões Intravenosas , Cuidados Pré-Operatórios/métodos , Ensaios Clínicos Controlados Aleatórios como AssuntoRESUMO
This review illustrates the varied appearances of benign and malignant papillary breast tumours, as identified by a breast cancer-screening programme. The commonest mammographic appearance of a papillary tumour is as a soft-tissue mass, with calcification present in less than half of cases. When calcification is present the pattern is variable, but clusters of pleomorphic calcification can occur, sometimes resembling the mammographic appearance of invasive ductal carcinoma. Ultrasonography of papillary lesions typically shows a solid, oval, intraductal mass, often associated with duct dilatation. A cystic component is also commonly seen, and lesions may appear hypervascular on colour Doppler ultrasound. Magnetic resonance imaging (MRI) has a high sensitivity, but low specificity for detecting papillary tumours, and is useful in establishing the extent and distribution of lesions in patients with multiple papillomatosis. Despite a benign histology on core biopsy, an argument exists for complete surgical excision of all papillary tumours, as a significant proportion of papillomas will contain foci of atypia or overt malignant change.