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Dive into the research topics where Paulo Loureiro de Sousa is active.

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Featured researches published by Paulo Loureiro de Sousa.


PLOS ONE | 2013

Quantitative Muscle MRI as an Assessment Tool for Monitoring Disease Progression in LGMD2I: A Multicentre Longitudinal Study

T. Willis; Kieren G. Hollingsworth; Anna Coombs; Marie-Louise Sveen; Søren Skøtt Andersen; Tanya Stojkovic; Michelle Eagle; Anna Mayhew; Paulo Loureiro de Sousa; L. Dewar; Jasper M. Morrow; C.D.J. Sinclair; John S. Thornton; Kate Bushby; Hanns Lochmüller; Michael G. Hanna; Jean-Yves Hogrel; Pierre G. Carlier; John Vissing; Volker Straub

Background Outcome measures for clinical trials in neuromuscular diseases are typically based on physical assessments which are dependent on patient effort, combine the effort of different muscle groups, and may not be sensitive to progression over short trial periods in slow-progressing diseases. We hypothesised that quantitative fat imaging by MRI (Dixon technique) could provide more discriminating quantitative, patient-independent measurements of the progress of muscle fat replacement within individual muscle groups. Objective To determine whether quantitative fat imaging could measure disease progression in a cohort of limb-girdle muscular dystrophy 2I (LGMD2I) patients over a 12 month period. Methods 32 adult patients (17 male;15 female) from 4 European tertiary referral centres with the homozygous c.826C>A mutation in the fukutin-related protein gene (FKRP) completed baseline and follow up measurements 12 months later. Quantitative fat imaging was performed and muscle fat fraction change was compared with (i) muscle strength and function assessed using standardized physical tests and (ii) standard T1-weighted MRI graded on a 6 point scale. Results There was a significant increase in muscle fat fraction in 9 of the 14 muscles analyzed using the quantitative MRI technique from baseline to 12 months follow up. Changes were not seen in the conventional longitudinal physical assessments or in qualitative scoring of the T1w images. Conclusions Quantitative muscle MRI, using the Dixon technique, could be used as an important longitudinal outcome measure to assess muscle pathology and monitor therapeutic efficacy in patients with LGMD2I.


Neuromuscular Disorders | 2012

Towards harmonization of protocols for MRI outcome measures in skeletal muscle studies: Consensus recommendations from two TREAT-NMD NMR workshops, 2 May 2010, Stockholm, Sweden, 1–2 October 2009, Paris, France

Kieren G. Hollingsworth; Paulo Loureiro de Sousa; Volker Straub; Pierre G. Carlier

A TREAT-NMD workshop on “Skeletal Muscle NMR Imaging: Advanced Quantitative Imaging, Image Registration and Segmentation, Texture Analysis, Pattern Recognition, Imaging Registries”, organized by Pierre G. Carlier and Volker Straub, was held in Paris, France on 1–2 October 2009 and assembled a group of 35 experts in muscular MRI and in medical imaging processing (for list of participants see Section 8) from seven countries (Belarus, France, Italy, UK, United States, Switzerland and The Netherlands). A second workshop was held in Stockholm, Sweden on 2 May 2010 with some common participants. Over the course of these two meetings the participants discussed the advantages and drawbacks of various MRI methods to provide non-invasive outcome measures for neuromuscular diseases (NMD). During the Paris workshop, the need for harmonization of MRI protocols was agreed. Three protocols were priority selected: (I) Wholebody T1-weighted (T1w) imaging, for the screening of disease extension; (II) Proton-density weighted (PDw) imaging with water–fat separation, for the quantitation of fatty infiltration; and (III) Parametric T2 imaging, for the quantitation of inflammation.


Journal of Magnetic Resonance Imaging | 2015

Validation of a generic approach to muscle water T2 determination at 3T in fat-infiltrated skeletal muscle

Noura Azzabou; Paulo Loureiro de Sousa; Ericky Caldas; Pierre G. Carlier

To introduce a novel method for skeletal muscle water T2 determination in fat‐infiltrated tissues, using a tri‐exponential fit of the global muscle signal decay.


PLOS ONE | 2014

Quantitative magnetic resonance imaging in limb-girdle muscular dystrophy 2I: a multinational cross-sectional study.

T. Willis; Kieren G. Hollingsworth; Anna Coombs; Marie-Louise Sveen; Søren Skøtt Andersen; Tanya Stojkovic; Michelle Eagle; Anna Mayhew; Paulo Loureiro de Sousa; L. Dewar; Jasper M. Morrow; C.D.J. Sinclair; John S. Thornton; Kate Bushby; Hanns Lochmüller; Michael G. Hanna; Jean-Yves Hogrel; Pierre G. Carlier; John Vissing; Volker Straub

We conducted a prospective multinational study of muscle pathology using magnetic resonance imaging (MRI) in patients with limb-girdle muscular dystrophy 2I (LGMD2I). Thirty eight adult ambulant LGMD2I patients (19 male; 19 female) with genetically identical mutations (c.826C>A) in the fukutin-related protein (FKRP) gene were recruited. In each patient, T1-weighted (T1w) imaging was assessed by qualitative grading for 15 individual lower limb muscles and quantitative Dixon imaging was analysed on 14 individual lower limb muscles by region of interest analysis. We described the pattern and appearance of muscle pathology and gender differences, not previously reported for LGMD2I. Diffuse fat infiltration of the gastrocnemii muscles was demonstrated in females, whereas in males fat infiltration was more prominent in the medial than the lateral gastrocnemius (p = 0.05). In the anterior thigh of males, in contrast to females, median fat infiltration in the vastus medialis muscle (45.7%) exceeded that in the vastus lateralis muscle (11.2%) (p<0.005). MRI is non-invasive, objective and does not rely on patient effort compared to clinical and physical measures that are currently employed. We demonstrated (i) that the quantitative Dixon technique is an objective quantitative marker of disease and (ii) new observations of gender specific patterns of muscle involvement in LGMD2I.


Magnetic Resonance Imaging | 2008

Quantitative, dynamic and noninvasive determination of skeletal muscle perfusion in mouse leg by NMR arterial spin-labeled imaging

Didier Bertoldi; Paulo Loureiro de Sousa; Yves Fromes; Claire Wary; Pierre G. Carlier

Because mouse may relatively easily be genetically tailored to develop equivalent of human muscular diseases or to present controlled alterations of mechanisms involved in vasoregulation, it has become the prevalent species to explore such questions. However, the very small size of the animals represents a serious limitation when evaluating the functional consequences of these genetic manipulations. In this context, the recourse to arterial spin labeling (ASL) nuclear magnetic resonance (NMR) methods in which arterial water spins act as an endogenous and freely diffusible tracer of perfusion is tempting but challenging. This article shows that despite the small size of the animal, mouse muscle perfusion may be measured, at rest and in conditions of reactive hyperemia, using saturation inversion recovery sequence, a pulsed ASL variant, combined with NMR imaging. Baseline perfusion values in the mouse leg were 17+/-11 ml.min(-1).100 g(-1) (n=11) and were comparable to microsphere data from the literature. Under ischemia, leg perfusion was 1.2+/-9.3 ml.min(-1).100 g(-1) (n=11). The difference observed between basal and ischemic measurements was statistically different (P=.0001). The temporal pattern of hyperemia in mouse muscle was coherent with previously published measurements in humans and in rats. The mean peak perfusion was 62+/-24 ml.min(-1).100 g(-1) (n=6) occurring 48+/-27 s after the end of occlusion. In conclusion, this study demonstrated the ability of ASL combined to NMR imaging to quantify skeletal muscle perfusion in mice legs, both at rest and dynamically.


Alzheimer's Research & Therapy | 2016

Grey matter atrophy in prodromal stage of dementia with Lewy bodies and Alzheimer's disease

Frédéric Blanc; Sean J. Colloby; Benjamin Cretin; Paulo Loureiro de Sousa; Catherine Demuynck; John T. O’Brien; Catherine Martin-Hunyadi; Ian G. McKeith; Nathalie Philippi; John-Paul Taylor

BackgroundLittle is known about the patterns of brain atrophy in prodromal dementia with Lewy bodies (pro-DLB).MethodsIn this study, we used SPM8 with diffeomorphic anatomical registration through exponentiated lie algebra to measure grey matter (GM) volume and investigate patterns of GM atrophy in pro-DLB (n = 28) and prodromal Alzheimer’s disease (pro-AD) (n = 27) and compared and contrasted them with those in elderly control subjects (n = 33) (P ≤ 0.05 corrected for family-wise error).ResultsPatients with pro-DLB showed diminished GM volumes of bilateral insulae and right anterior cingulate cortex compared with control subjects. Comparison of GM volume between patients with pro-AD and control subjects showed a more extensive pattern, with volume reductions in temporal (hippocampi and superior and middle gyri), parietal and frontal structures in the former. Direct comparison of prodromal groups suggested that more atrophy was evident in the parietal lobes of patients with pro-AD than patients with pro-DLB. In patients with pro-DLB, we found that visual hallucinations were associated with relative atrophy of the left cuneus.ConclusionsAtrophy in pro-DLB involves the insulae and anterior cingulate cortex, regions rich in von Economo neurons, which we speculate may contribute to the early clinical phenotype of pro-DLB.


Journal of neuromuscular diseases | 2016

Skeletal Muscle Quantitative Nuclear Magnetic Resonance Imaging and Spectroscopy as an Outcome Measure for Clinical Trials

Pierre G. Carlier; Benjamin Marty; Olivier Scheidegger; Paulo Loureiro de Sousa; Pierre-Yves Baudin; Eduard Snezhko; Dmitry Vlodavets

Recent years have seen tremendous progress towards therapy of many previously incurable neuromuscular diseases. This new context has acted as a driving force for the development of novel non-invasive outcome measures. These can be organized in three main categories: functional tools, fluid biomarkers and imagery. In the latest category, nuclear magnetic resonance imaging (NMRI) offers a considerable range of possibilities for the characterization of skeletal muscle composition, function and metabolism. Nowadays, three NMR outcome measures are frequently integrated in clinical research protocols. They are: 1/ the muscle cross sectional area or volume, 2/ the percentage of intramuscular fat and 3/ the muscle water T2, which quantity muscle trophicity, chronic fatty degenerative changes and oedema (or more broadly, “disease activity”), respectively. A fourth biomarker, the contractile tissue volume is easily derived from the first two ones. The fat fraction maps most often acquired with Dixon sequences have proven their capability to detect small changes in muscle composition and have repeatedly shown superior sensitivity over standard functional evaluation. This outcome measure will more than likely be the first of the series to be validated as an endpoint by regulatory agencies. The versatility of contrast generated by NMR has opened many additional possibilities for characterization of the skeletal muscle and will result in the proposal of more NMR biomarkers. Ultra-short TE (UTE) sequences, late gadolinium enhancement and NMR elastography are being investigated as candidates to evaluate skeletal muscle interstitial fibrosis. Many options exist to measure muscle perfusion and oxygenation by NMR. Diffusion NMR as well as texture analysis algorithms could generate complementary information on muscle organization at microscopic and mesoscopic scales, respectively. 31P NMR spectroscopy is the reference technique to assess muscle energetics non-invasively during and after exercise. In dystrophic muscle, 31P NMR spectrum at rest is profoundly perturbed, and several resonances inform on cell membrane integrity. Considerable efforts are being directed towards acceleration of image acquisitions using a variety of approaches, from the extraction of fat content and water T2 maps from one single acquisition to partial matrices acquisition schemes. Spectacular decreases in examination time are expected in the near future. They will reinforce the attractiveness of NMR outcome measures and will further facilitate their integration in clinical research trials.


Journal of Magnetic Resonance Imaging | 2011

Fast monitoring of T1, T2, and relative proton density (M0) changes in skeletal muscles using an IR-TrueFISP sequence

Paulo Loureiro de Sousa; Alexandre Vignaud; S. Fleury; Pierre G. Carlier

To investigate the feasibility of fast and simultaneous assessment of T1, T2, and M0 (relative proton density) changes in skeletal muscle studies using an inversion recovery true fast imaging with steady‐state precession (TrueFISP) sequence.


NMR in Biomedicine | 2016

Simultaneous muscle water T2 and fat fraction mapping using transverse relaxometry with stimulated echo compensation

Benjamin Marty; Pierre-Yves Baudin; Harmen Reyngoudt; Noura Azzabou; Ericky C. A. Araujo; Pierre G. Carlier; Paulo Loureiro de Sousa

Skeletal muscle inflammation/necrosis and fat infiltration are strong indicators of disease activity and progression in many neuromuscular disorders. They can be assessed by muscle T2 relaxometry and water‐fat separation techniques, respectively. In the present work, we exploited differences between water and fat T1 and T2 relaxivities by applying a bi‐component extended phase graph (EPG) fitting approach to simultaneously quantify the muscle water T2 and fat fraction from standard multi‐slice multi‐echo (MSME) acquisitions in the presence of stimulated echoes. Experimental decay curves were adjusted to the theoretical model using either an iterative non‐negative least‐squares (NNLS) procedure or a pattern recognition approach. Twenty‐two patients (age, 49 ± 18 years) were selected to cover a large range of muscle fat infiltration. Four cases of chronic or subchronic juvenile dermatomyositis (age, 8 ± 3 years) were investigated before and 3 months following steroid treatment. For control, five healthy volunteers (age, 25 ± 2 years) were recruited. All subjects underwent the MSME sequence and EPG fitting procedure. The EPG fitting algorithm allowed a precise estimation of water T2 and fat fraction in diseased muscle, even in the presence of large B1+ inhomogeneities. In the whole cohort of patients, there was no overall correlation between water T2 values obtained with the proposed method and the fat fraction estimated inside muscle tissues (R2 = 0.02). In the patients with dermatomyositis, there was a significant decrease in water T2 (‐4.09 ± 3.7 ms) consequent to steroid treatment. The pattern recognition approach resulted in a 20‐fold decrease in processing time relative to the iterative NNLS procedure. The fat fraction derived from the EPG fitting approach correlated well with the fat fraction derived from a standard three‐point Dixon method (≈1.5% bias). The bi‐component EPG fitting analysis is a precise tool to monitor muscle tissue disease activity and is able to handle bias introduced by fat infiltration and B1+ inhomogeneities. Copyright


PLOS ONE | 2015

Bloch Equations-Based Reconstruction of Myocardium T1 Maps from Modified Look-Locker Inversion Recovery Sequence

Benjamin Marty; Alexandre Vignaud; Andreas Greiser; Benjamin Robert; Paulo Loureiro de Sousa; Pierre G. Carlier

Modified Look-Locker Inversion recovery (MOLLI) sequence is increasingly performed for myocardial T1 mapping but is known to underestimate T1 values. The aim of the study was to quantitatively analyze several sources of errors when T1 maps are derived using standard post-processing of the sequence and to propose a reconstruction approach that takes into account inversion efficacy (η), T2 relaxation during balanced steady-state free-precession readouts and B1+ inhomogeneities. Contributions of the different sources of error were analyzed using Bloch equations simulations of MOLLI sequence. Bloch simulations were then combined with the acquisition of fast B1+ and T2 maps to derive more accurate T1 maps. This novel approach was evaluated on phantoms and on five healthy volunteers. Simulations show that T2 variations, B1+ heterogeneities and inversion efficiency represent major confounders for T1 mapping when MOLLI is processed with standard 3-parameters fitting. In vitro data indicate that T1 values are accurately derived with the simulation approach and in vivo data suggest that myocardium T1 are 15% underestimated when processed with the standard 3-parameters fitting. At the cost of additional acquisitions, this method might be suitable in clinical research protocols for precise tissue characterization as it decorrelates T1 and T2 effects on parametric maps provided by MOLLI sequence and avoids inaccuracies when B1+ is not homogenous throughout the myocardium.

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Julien Lamy

University of Strasbourg

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C.D.J. Sinclair

UCL Institute of Neurology

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