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Dive into the research topics where Manuel Cabeleira is active.

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Featured researches published by Manuel Cabeleira.


Archive | 2015

Prospective study on non-invasive assessment of ICP in head injured patients: comparison of four methods

Danilo Cardim; Chiara Robba; Joseph Donnelly; Michal Bohdanowicz; Bernhard Schmidt; Maxwell Damian; Georgios V. Varsos; Xiuyun Liu; Manuel Cabeleira; Gustavo Frigieri; Brenno Caetano Troca Cabella; Piotr Smielewski; Sergio Mascarenhas; Marek Czosnyka

DC is supported by a Cambridge Commonwealth, European & International Trust Scholarship, University of Cambridge. JD is supported by a Woolf Fisher Trust Scholarship. XL is supported by a Gates Cambridge Scholarship. GVV is supported by an A. G. Leventis Foundation Scholarship, and a Charter Studentship from St Edmund’s College, Cambridge. SM and GF are supported by the Pan-American Health Organization. DC and MC are partially supported by NIHR Brain Injury Healthcare Technology Co-operative, Cambridge, UK.


PLOS Medicine | 2017

Cerebrovascular pressure reactivity monitoring using wavelet analysis in traumatic brain injury patients: A retrospective study

Xiuyun Liu; Joseph Donnelly; Marek Czosnyka; Marcel Aries; Ken M. Brady; Danilo Cardim; Chiara Robba; Manuel Cabeleira; Dong Joo Kim; Christina Haubrich; Peter J. Hutchinson; Piotr Smielewski

Background After traumatic brain injury (TBI), the ability of cerebral vessels to appropriately react to changes in arterial blood pressure (pressure reactivity) is impaired, leaving patients vulnerable to cerebral hypo- or hyperperfusion. Although, the traditional pressure reactivity index (PRx) has demonstrated that impaired pressure reactivity is associated with poor patient outcome, PRx is sometimes erratic and may not be reliable in various clinical circumstances. Here, we introduce a more robust transform-based wavelet pressure reactivity index (wPRx) and compare its performance with the widely used traditional PRx across 3 areas: its stability and reliability in time, its ability to give an optimal cerebral perfusion pressure (CPPopt) recommendation, and its relationship with patient outcome. Methods and findings Five hundred and fifteen patients with TBI admitted in Addenbrooke’s Hospital, United Kingdom (March 23rd, 2003 through December 9th, 2014), with continuous monitoring of arterial blood pressure (ABP) and intracranial pressure (ICP), were retrospectively analyzed to calculate the traditional PRx and a novel wavelet transform-based wPRx. wPRx was calculated by taking the cosine of the wavelet transform phase-shift between ABP and ICP. A time trend of CPPopt was calculated using an automated curve-fitting method that determined the cerebral perfusion pressure (CPP) at which the pressure reactivity (PRx or wPRx) was most efficient (CPPopt_PRx and CPPopt_wPRx, respectively). There was a significantly positive relationship between PRx and wPRx (r = 0.73), and wavelet wPRx was more reliable in time (ratio of between-hour variance to total variance, wPRx 0.957 ± 0.0032 versus PRx and 0.949 ± 0.047 for PRx, p = 0.002). The 2-hour interval standard deviation of wPRx (0.19 ± 0.07) was smaller than that of PRx (0.30 ± 0.13, p < 0.001). wPRx performed better in distinguishing between mortality and survival (the area under the receiver operating characteristic [ROC] curve [AUROC] for wPRx was 0.73 versus 0.66 for PRx, p = 0.003). The mean difference between the patients’ CPP and their CPPopt was related to outcome for both calculation methods. There was a good relationship between the 2 CPPopts (r = 0.814, p < 0.001). CPPopt_wPRx was more stable than CPPopt_PRx (within patient standard deviation 7.05 ± 3.78 versus 8.45 ± 2.90; p < 0.001). Key limitations include that this study is a retrospective analysis and only compared wPRx with PRx in the cohort of patients with TBI. Prior prospective validation is required to better assess clinical utility of this approach. Conclusions wPRx offers several advantages to the traditional PRx: it is more stable in time, it yields a more consistent CPPopt recommendation, and, importantly, it has a stronger relationship with patient outcome. The clinical utility of wPRx should be explored in prospective studies of critically injured neurological patients.


Acta Neurochirurgica | 2016

Assessment of non-invasive ICP during CSF infusion test: an approach with transcranial Doppler

Danilo Cardim; Marek Czosnyka; Joseph Donnelly; C. Robba; Brenno Caetano Troca Cabella; Xiuyun Liu; Manuel Cabeleira; Christina Haubrich; M. R. Garnett; John D. Pickard; Zofia Czosnyka

BackgroundThis study aimed to compare four non-invasive intracranial pressure (nICP) methods in a prospective cohort of hydrocephalus patients whose cerebrospinal fluid dynamics was investigated using infusion tests involving controllable test-rise of ICP.MethodCerebral blood flow velocity (FV), ICP and non-invasive arterial blood pressure (ABP) were recorded in 53 patients diagnosed for hydrocephalus. Non-invasive ICP methods were based on: (1) interaction between FV and ABP using black-box model (nICP_BB); (2) diastolic FV (nICP_FVd); (3) critical closing pressure (nICP_CrCP); (4) transcranial Doppler-derived pulsatility index (nICP_PI). Correlation between rise in ICP (∆ICP) and ∆nICP and averaged correlations for changes in time between ICP and nICP during infusion test were investigated.ResultsFrom baseline to plateau, all nICP estimators increased significantly. Correlations between ∆ICP and ∆nICP were better represented by nICP_PI and nICP_BB: 0.45 and 0.30 (p < 0.05). nICP_FVd and nICP_CrCP presented non-significant correlations: −0.17 (p = 0.21), 0.21 (p = 0.13). For changes in ICP during individual infusion test nICP_PI, nICP_BB and nICP_FVd presented similar correlations with ICP: 0.39 ± 0.40, 0.39 ± 0.43 and 0.35 ± 0.41 respectively. However, nICP_CrCP presented a weaker correlation (R = 0.29 ± 0.24).ConclusionsOut of the four methods, nICP_PI was the one with best performance for predicting changes in ∆ICP during infusion test, followed by nICP_BB. Unreliable correlations were shown by nICP_FVd and nICP_CrCP. Changes of ICP observed during the test were expressed by nICP values with only moderate correlations.


The Journal of Physiology | 2018

Wavelet pressure reactivity index: a validation study

Xiuyun Liu; Marek Czosnyka; Joseph Donnelly; Danilo Cardim; Manuel Cabeleira; Peter J. Hutchinson; Xiao Hu; Peter Smielewski; Ken M. Brady

The brain is vulnerable to damage from too little or too much blood flow. A physiological mechanism termed cerebral autoregulation (CA) exists to maintain stable blood flow even if cerebral perfusion pressure (CPP) is changing. A robust method for assessing CA is not yet available. There are still some problems with the traditional measure, the pressure reactivity index (PRx). We introduce a new method, the wavelet transform method (wPRx), to assess CA using data from two sets of controlled hypotension experiments in piglets: one set had artificially manipulated arterial blood pressure (ABP) oscillations; the other group were spontaneous ABP waves. A significant linear relationship was found between wPRx and PRx in both groups, with wPRx providing a more stable result for the spontaneous waves. Although both methods showed similar accuracy in distinguishing intact and impaired CA, it seems that wPRx tends to perform better than PRx, although not significantly so.


Archive | 2018

Computed Tomography Indicators of Deranged Intracranial Physiology in Paediatric Traumatic Brain Injury

Adam Young; Joseph Donnelly; Xiuyun Liu; Mathew R. Guilfoyle; Melvin Carew; Manuel Cabeleira; Danilo Cardim; Matthew R. Garnett; Helen M. Fernandes; Christina Haubrich; Peter Smielewski; Marek Czosnyka; Peter J. Hutchinson; Shruti Agrawal

OBJECTIVE Computed tomography (CT) of the brain can allow rapid assessment of intracranial pathology after traumatic brain injury (TBI). Frequently in paediatric TBI, CT imaging can fail to display the classical features of severe brain injury with raised intracranial pressure. The objective of this study was to determine early CT brain features that influence intracranial or systemic physiological trends following paediatric TBI. MATERIALS AND METHODS Thirty-three patients (mean age, 10 years; range, 0.5-16) admitted between 2002 and 2015 were used for the current analysis. Presence of petechial haemorrhages, basal cistern compression, subarachnoid blood, midline shift and extra-axial masses on the initial trauma CT head were assessed. ICP and arterial blood pressure (ABP) were then monitored continuously with an intraparenchymal microtransducer and an indwelling arterial line. Pressure monitors were connected to bedside computers running ICM+ software. Pressure reactivity was determined as the moving correlation between 30, 10-s averages of ABP and ICP (PRx). The mean ICP, ABP, cerebral perfusion pressure (CPP; ABP minus ICP) and PRx were calculated for the whole monitoring period for each patient. RESULTS The presence of subarachnoid blood was related to higher ICP, higher ABP and a trend toward higher PRx. Smaller basal cisterns were related to increased ICP (R = -0.42, p = 0.02), impaired PRx (R = -0.5, p = 0.003). The presence of an extra-axial mass was associated with deranged PRx (-0.02 vs. 0.41, p = 0.003) and a trend toward higher ICP (14 vs. 40, p = 0.07). Interestingly the degree of midline shift was not related to ICP or PRx. CONCLUSIONS The size of the basal cisterns, the presence of subarachnoid blood or an extra-axial mass are all related to disturbed ICP and pressure reactivity in this paediatric TBI cohort. Patients with these features are ideal candidates for invasive multimodal monitoring.


Archive | 2018

Pre-hospital Predictors of Impaired ICP Trends in Continuous Monitoring of Paediatric Traumatic Brain Injury Patients

Adam Young; Joseph Donnelly; Xiuyun Liu; Mathew R. Guilfoyle; Melvin Carew; Manuel Cabeleira; Danilo Cardim; Matthew R. Garnett; Helen M. Fernandes; Christina Haubrich; Peter Smielewski; Marek Czosnyka; Peter J. Hutchinson; Shruti Agrawal

OBJECTIVE Although secondary insults such as raised intracranial pressure (ICP) or cardiovascular compromise strongly contribute to morbidity, a growing interest can be noticed in how the pre-hospital management can affect outcomes after traumatic brain injury (TBI). The objective of this study was to determine whether pre-hospital co-morbidity has influence on patterns of continuously measured waveforms of intracranial physiology after paediatric TBI. MATERIALS AND METHODS Thirty-nine patients (mean age, 10 years; range, 0.5-15) admitted between 2002 and 2015 were used for the current analysis. Pre-hospital motor score, pupil reactivity, pre-hospital hypoxia (SpO2 < 90%) and hypotension (mean arterial pressure < 70 mmHg) were documented. ICP and arterial blood pressure (ABP) were monitored continuously with an intraparenchymal microtransducer and an indwelling arterial line. Pressure monitors were connected to bedside computers running ICM+ software. Pressure reactivity was determined as the moving correlation between 30 10-s averages of ABP and ICP (PRx). The mean ICP and PRx were calculated for the whole monitoring period for each patient. RESULTS Those with pre-hospital hypotension were susceptible to higher ICP [20 (IQR 8) vs 13 (IQR 6) mmHg; p = 0.01] and more frequent ICP plateau waves [median = 0 (IQR 1), median = 4 (IQR 9); p = 0.001], despite having similar MAP, CPP and PRx during monitoring. Those with unreactive pupils tended to have higher ICP than those with reactive pupils (18 vs 14 mmHg, p = 0.08). Pre-hospital hypoxia, motor score and pupillary reactivity were not related to subsequent monitored intracranial or systemic physiology. CONCLUSION In paediatric TBI, pre-hospital hypotension is associated with increased ICP in the intensive care unit.


Neurocritical Care | 2016

Non-invasive Monitoring of Intracranial Pressure Using Transcranial Doppler Ultrasonography: Is It Possible?

Danilo Cardim; Chiara Robba; Michal Bohdanowicz; Joseph Donnelly; Brenno Caetano Troca Cabella; Xiuyun Liu; Manuel Cabeleira; Piotr Smielewski; Bernhard Schmidt; Marek Czosnyka


Journal of Neurotrauma | 2016

Prospective Study on Noninvasive Assessment of Intracranial Pressure in Traumatic Brain-Injured Patients: Comparison of Four Methods

Danilo Cardim; Chiara Robba; Joseph Donnelly; Michal Bohdanowicz; Bernhard Schmidt; Maxwell Damian; Georgios V. Varsos; Xiuyun Liu; Manuel Cabeleira; Gustavo Frigieri; Brenno Caetano Troca Cabella; Peter Smielewski; Sergio Mascarenhas; Marek Czosnyka


Neurocritical Care | 2017

An association between ICP-derived data and outcome in TBI patients: the role of sample size

Brenno Caetano Troca Cabella; Joseph Donnelly; Danilo Cardim; Xiuyun Liu; Manuel Cabeleira; Piotr Smielewski; Christina Haubrich; Peter J. Hutchinson; Dong Joo Kim; Marek Czosnyka


Journal of Neurotrauma | 2017

Monitoring of optimal cerebral perfusion pressure in traumatic brain injured patients using a multi-window weighting algorithm

Xiuyun Liu; Natasha Maurits; Marcel Aries; Marek Czosnyka; Ari Ercole; Joseph Donnelly; Danilo Cardim; Dong Joo Kim; Celeste Dias; Manuel Cabeleira; Peter Smielewski

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Xiuyun Liu

University of Cambridge

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Chiara Robba

University of Cambridge

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