Adelin Albert

FDG PET/CT radiomics for predicting the outcome of locally advanced rectal cancer.

PurposeThe aim of this study was to investigate the prognostic value of baseline 18F-FDG PET/CT textural analysis in locally-advanced rectal cancer (LARC).MethodsEighty-six patients with LARC underwent 18F-FDG PET/CT before treatment. Maximum and mean standard uptake values (SUVmax and SUVmean), metabolic tumoral volume (MTV), total lesion glycolysis (TLG), histogram-intensity features, as well as 11 local and regional textural features, were evaluated. The relationships of clinical, pathological and PET-derived metabolic parameters with disease-specific survival (DSS), disease-free survival (DFS) and overall survival (OS) were assessed by Cox regression analysis. Logistic regression was used to predict the pathological response by the Dworak tumor regression grade (TRG) in the 66 patients treated with neoadjuvant chemoradiotherapy (nCRT).ResultsThe median follow-up of patients was 41 months. Seventeen patients (19.7%) had recurrent disease and 18 (20.9 %) died, either due to cancer progression (nxa0=xa010) or from another cause while in complete remission (nxa0=xa08). DSS was 95% at 1 year, 93% at 2 years and 87% at 4 years. Weight loss, surgery and the texture parameter coarseness were significantly associated with DSS in multivariate analyses. DFS was 94 % at 1 year, 86 % at 2 years and 79 % at 4 years. From a multivariate standpoint, tumoral differentiation and the texture parameters homogeneity and coarseness were significantly associated with DFS. OS was 93% at 1 year, 87% at 2 years and 79% after 4 years. cT, surgery, SUVmean, dissimilarity and contrast from the neighborhood intensity-difference matrix (contrastNGTDM) were significantly and independently associated with OS. Finally, RAS-mutational status (KRAS and NRAS mutations) and TLG were significant predictors of pathological response to nCRT (TRG 3-4).ConclusionTextural analysis of baseline 18F-FDG PET/CT provides strong independent predictors of survival in patients with LARC, with better predictive power than intensity- and volume-based parameters. The utility of such features, especially coarseness, should be confirmed by larger clinical studies before considering their potential integration into decisional algorithms aimed at personalized medicine.

Multimodal evoked potentials for functional quantification and prognosis in multiple sclerosis

BackgroundFunctional biomarkers able to identify multiple sclerosis (MS) patients at high risk of fast disability progression are lacking. The aim of this study was to evaluate the ability of multimodal (upper and lower limbs motor, visual, lower limbs somatosensory) evoked potentials (EP) to monitor disease course and identify patients exposed to unfavourable evolution.MethodsOne hundred MS patients were assessed with visual, somatosensory and motor EP and rated on the Expanded Disability Status Scale (EDSS) at baseline (T0) and about 6xa0years later (T1). The Spearman correlation (rS) was used to evaluate the relationship between conventional EP scores and clinical findings. Multiple (logistic) regression analysis estimated the predictive value of baseline electrophysiological data for three clinical outcomes: EDSS, annual EDSS progression, and the risk of EDSS worsening.ResultsIn contrast to longitudinal correlations, cross-sectional correlations between the different EP scores and EDSS were all significant (0.33u2009≤u2009rSu2009<u20090.67, pu2009<u20090.001). Baseline global EP score and EDSS were highly significant predictors (pu2009<u20090.0001) of EDSS progression 6xa0years later. The baseline global EP score was found to be an independent predictor of the EDSS annual progression rate (pu2009<u20090.001), and of the risk of disability progression over time (pu2009<u20090.005). Based on a ROC curve determination, we defined a Global EP Score cut off point (17/30) to identify patients at high risk of disability progression illustrated by a positive predictive value of 70xa0%.ConclusionThis study provides a proof of the concept that electrophysiology could be added to MRI and used as another complementary prognostic tool in MS patients.

18F-FDG PET/CT imaging in rectal cancer: relationship with the RAS mutational status

OBJECTIVEnTreating metastatic colorectal cancer with anti-EGFR monoclonal antibodies is recommended only for patients whose tumour does not harbour mutations of KRAS or NRAS. The aim of this study was to investigate the biology of rectal cancers and specifically to evaluate the relationship between fluorine-18 fludeoxyglucose ((18)F-FDG) positron emission tomography (PET) intensity and heterogeneity parameters and their mutational status.nnnMETHODSn151 patients with newly diagnosed rectal cancer were included in this retrospective study. All patients underwent a baseline (18)F-FDG PET/CT within a median time interval of 27 days of tumour tissue sampling, which was performed before any treatment. Standardized uptake values (SUVs), volume-based parameters and texture analysis were studied. We retrospectively performed KRAS genotyping on codons 12, 13, 61, 117 and 146, NRAS genotyping on codons 12, 13 and 61 and BRAF on codon 600. Associations between PET/CT parameters and the mutational status were assessed using univariate and multivariate analysis.nnnRESULTSn83 (55%) patients had an RAS mutation: 74 KRAS and 9 NRAS, while 68 patients had no mutation (wild-type tumours). No patient had BRAF mutation. First-order features based on intensity histogram analysis were significantly associated with RAS mutations: maximum SUV (SUVmax) (p-valueu2009=u20090.002), mean SUV (p-valueu2009=u20090.006), skewness (p-valueu2009=u20090.049), SUV standard deviation (p-valueu2009=u20090.001) and SUV coefficient of variation (SUVcov) (p-valueu2009=u20090.001). Both SUVcov and SUVmax showed an area under the curve of 0.65 with sensitivity of 56% and 69%, respectively, and specificity of 64% and 52%, respectively. None of the volume-based (metabolic tumour volume and total lesion glycolysis), nor local or regional textural features were associated with the presence of RAS mutations.nnnCONCLUSIONnAlthough rectal cancers with KRAS or NRAS mutations display a significantly higher glucose metabolism than wild-type cancers, the accuracy of the currently proposed quantitative metrics extracted from (18)F-FDG PET/CT is not sufficiently high for playing a meaningful clinical role.nnnADVANCES IN KNOWLEDGEnRAS-mutated rectal cancers have a significantly higher glucose metabolism. However, the accuracy of (18)F-FDG PET/CT quantitative metrics is not as such as the technique could play a clinical role.

Sepsis prediction in critically ill patients by platelet activation markers on ICU admission: a prospective pilot study

BackgroundPlatelets have been involved in both immune surveillance and host defense against severe infection. To date, whether platelet phenotype or other hemostasis components could be associated with predisposition to sepsis in critical illness remains unknown. The aim of this work was to identify platelet markers that could predict sepsis occurrence in critically ill injured patients.MethodsThis single-center, prospective, observational, 7-month study was based on a cohort of 99 non-infected adult patients admitted to ICUs for elective cardiac surgery, trauma, acute brain injury, and post-operative prolonged ventilation and followed up during ICU stay. Clinical characteristics and severity score (SOFA) were recorded on admission. Platelet activation markers, including fibrinogen binding to platelets, platelet membrane P-selectin expression, plasma soluble CD40L, and platelet-leukocytes aggregates were assayed by flow cytometry at admission and 48xa0h later, and then at the time of sepsis diagnosis (Sepsis-3 criteria) and 7xa0days later for sepsis patients. Hospitalization data and outcomes were also recorded.MethodsOf the 99 patients, 19 developed sepsis after a median time of 5xa0days. These patients had a higher SOFA score at admission; levels of fibrinogen binding to platelets (platelet-Fg) and of D-dimers were also significantly increased compared to the other patients. Levels 48xa0h after ICU admission no longer differed between the two patient groups. Platelet-Fg % was an independent predictor of sepsis (Pu2009=u20090.0031). By ROC curve analysis, cutoff point for Platelet-Fg (AUCu2009=u20090.75) was 50%. In patients with a SOFA cutoff of 8, the risk of sepsis reached 87% when Platelet-Fg levels were above 50%. Patients with sepsis had longer ICU and hospital stays and higher death rate.ConclusionsPlatelet-bound fibrinogen levels assayed by flow cytometry within 24xa0h of ICU admission help identifying critically ill patients at risk of developing sepsis.

Association of Empirically Derived Dietary Patterns with Cardiovascular Risk Factors: A Comparison of PCA and RRR Methods

Introduction Principal component analysis is used to determine dietary behaviors of a population whereas reduced rank regression is used to construct disease-related dietary patterns. This study aimed to compare both types of DP and theirs associations with cardiovascular risk factors (CVRF). Materiel and Methods Data were derived from the cross sectional NESCAV (Nutrition, Environment and Cardiovascular Health) study, aiming to describe the cardiovascular health of the Greater region’s population (Grand duchy of Luxembourg, Wallonia (Belgium), Lorraine (France)). 2298 individuals were included for this study and dietary intake was assessed using a 134-item food frequency questionnaire. Results We found that CVRF-related patterns also reflect eating behaviours of the population. Comparing concordant food groups between both dietary pattern methods, a diet high in fruits, oleaginous and dried fruits, vegetables, olive oil, fats rich in omega 6 and tea and low in fried foods, lean and fatty meat, processed meat, ready meal, soft drink and beer was associated with lower prevalence of CVRF. In the opposite, a pattern characterized by high intakes of fried foods, meat, offal, beer, wine and aperitifs and spirits, and low intakes of cereals, sugar and sweets and soft drinks was associated with higher prevalence of CVRF. Conclusion In sum, we found that a “Prudent” and “Animal protein and alcohol” patterns were both associated with CVRF and behaviourally meaningful. Moreover, the relationships of those dietary patterns with lifestyle characteristics support the theory that food choices are part of a larger pattern of healthy lifestyle.

Vitamin D deficiency is common among adults in Wallonia (Belgium, 51°30′ North): findings from the Nutrition, Environment and Cardio-Vascular Health study

Data on the vitamin D status of the population of Wallonia (Belgium, 51°30 North) are scarce. This study was carried out to estimate vitamin D deficiency, identify potential determinants, and analyze their relationship with vitamin D supplementation. We tested the hypothesis that vitamin D deficiency is common in the general population, particularly among subjects without supplementation. Vitamin D deficiency was defined as a serum level of 25-hydroxyvitamin D (25(OH)D) concentration less than 50nmol/L. Data were analyzed from 915 participants of the Nutrition, Environment and Cardio-Vascular Health cross-sectional survey. The median (interquartile range) 25(OH)D level was 53.1 (37.8-69.9) nmol/L, and 44.7% of the subjects were vitamin D deficient. Subjects without vitamin D supplementation were more concerned by vitamin D deficiency than those with supplementation (odds ratio [OR], 3.35; P < .0001). From a multivariate standpoint, the potential determinants of vitamin D deficiency among subjects without vitamin D supplementation were season, specifically spring and winter (OR, 7.36 and 6.44, respectively), obesity (OR, 2.19), low household income (OR, 1.73), and lack of solarium use (OR, 1.79). For subjects with supplementation, the only determinant observed for vitamin D deficiency was obesity (OR, 5.00). This work evidenced the high prevalence of 25(OH)D deficiency in the general population, especially among nonsupplemented subjects with obesity, low household income, and/or lack of light. Vitamin D supplementation looks effective in our population, especially via a stabilization of vitamin D coverage throughout the seasons. The best dietary strategy to achieve optimal 25(OH)D concentrations all year round in the general population requires more research.

One-year Prevalence of Migraine Using a Validated Extended French Version of the ID MigraineTM: a Belgian Population-Based Study

International Headache Society abstractsBackground: Recent morpho-functional evidences pointed out that abnormalities in the thalamus could play a major role in the expression of migraine neurophysiological and clinical correlates. Whether this phenomenon is primary or secondary to its functional disconnection from the brain stem remains to be determined.Aim: We used a Functional Source Separation algorithmof EEG signal to extract the activity of the different neuronal pools recruited at different latencies along the somatosensory pathway in interictal migraine without aura(MO) patients. Method: Twenty MO patients and 20 healthy volunteers(HV) underwent EEG recording. Four ad-hoc functional constraints, two sub-cortical (FS14 at brain stem andFS16 at thalamic level) and two cortical (FS20 radial andFS22 tangential parietal sources), were used to extract the activity of successive stages of somatosensory information processing in response to the separate left and right median nerve electric stimulation. A band-pass digital filter (450–750 Hz) was applied offline in order to extract high-frequency oscillatory (HFO) activity from the broadband EEG signal. Results: In both stimulated sides, significant reduced subcortical brain stem (FS14) and thalamic (FS16) HFO activations characterized MO patients when compared with HV. No difference emerged in the two cortical HFO activations between two groups. Conclusion: Present results are the first neurophysiological evidence supporting the hypothesis that a functional disconnection of the thalamus from the subcortical monoaminergicsystem may underline the interictal cortical abnormal information processing in migraine. Further studiesare needed to investigate the precise directional connectivity across the entire primary subcortical and cortical somatosensory pathway in interictal MO.Background. – Country-specific prevalence data on migraine and comorbidities are vital to assess the public health burden of migraine and the corresponding resources required for proper management. Considering the absence of reliable statistics, this study aimed to estimate the one-year prevalence of migraine in Wallonia (Belgium) in relation to sociodemographic factors and several health indicators. Methods. – Among the 1071 people aged 20–69 years who participated in the NESCaV survey, 751 (70.1%) were screened for one-year migraine attacks using the ‘‘ef-ID Migraine’’, a validated, extended French version of the self-administered ID Migraine questionnaire. Socio-demographic and health data were collected with a self-administered questionnaire and a physical examination. Results. – The overall one-year prevalence of migraine was 25.8%; 40.8% of migraineurs reported visual symptoms compatible with an aura. The prevalence was higher in women than in men (33.9% vs. 17.9%, P < 0.0001) and declined markedly after the age of 50 (P = 0.005). Importantly, migraine was associated with the subjective feeling of poorer health (P = 0.0004). No other socio-demographic factor or health indicator studied was significantly correlated with migraine. Conclusions. – High prevalence of migraine and strong association with feeling of poor health should incite health authorities to institute more active public health and management policies with regards to the migraine problem. Available online at

Extending abdominal aortic aneurysm detection to older age groups: preliminary results from the Liege screening programme.

BACKGROUNDnThere is evident benefit in terms of reduced aneurysm-related mortality from screening programs of abdominal aortic aneurysm (AAA) in men aged 65 years and more. Recent studies in the United Kingdom and Sweden have shown a decline of the prevalence of AAA in the general population. Current screening policies (e.g., men aged 65-74xa0years), however, do not account for aging and increased life expectancy of Western populations. This study investigated AAA detection by extending the target population to older age groups (75-85xa0years).nnnMETHODSnAAA screening was conducted in the County of Chaudfontaine (Liège, Belgium) on the population of elderly (nxa0=xa03,054). The participation rate was 36%. The 1,101 participants (722 men aged 65-85 years and 379 women aged 74-85xa0years) were examined by ultrasound scan. AAA was defined as an infrarenal aortic outer-outer diameter of at least 3xa0cm. Demographics, clinical parameters, and risk factors were also recorded. AAA prevalence was estimated, and patients with and without AAA were compared by logistic regression.nnnRESULTSnThe overall AAA prevalence was 3.6% (nxa0=xa040). In female participants, AAA prevalence was low (1.3%). In men, it amounted 2.7% in the 65-74 age group but rose to 7.3% in the age-extended group (75-85xa0years). Further in addition to age, height, current smoking, history of coronary artery disease, hypercholesterolemia, peripheral artery disease of the lower limbs, and varicose veins were significantly associated with the presence of AAA.nnnCONCLUSIONSnThese preliminary findings, based on a representative sample of the elderly population of the Liège region, support the idea that current AAA screening policies should be updated to cover an increasingly aging population. The presence of varicose veins as a potential risk factor for AAA should also be considered during screening.

Stability-based validation of dietary patterns obtained by cluster analysis

BackgroundCluster analysis is a data-driven method used to create clusters of individuals sharing similar dietary habits. However, this method requires specific choices from the user which have an influence on the results. Therefore, there is a need of an objective methodology helping researchers in their decisions during cluster analysis. The objective of this study was to use such a methodology based on stability of clustering solutions to select the most appropriate clustering method and number of clusters for describing dietary patterns in the NESCAV study (Nutrition, Environment and Cardiovascular Health), a large population-based cross-sectional study in the Greater Region (Nu2009=u20092298).MethodsClustering solutions were obtained with K-means, K-medians and Ward’s method and a number of clusters varying from 2 to 6. Their stability was assessed with three indices: adjusted Rand index, Cramer’s V and misclassification rate.ResultsThe most stable solution was obtained with K-means method and a number of clusters equal to 3. The “Convenient” cluster characterized by the consumption of convenient foods was the most prevalent with 46% of the population having this dietary behaviour. In addition, a “Prudent” and a “Non-Prudent” patterns associated respectively with healthy and non-healthy dietary habits were adopted by 25% and 29% of the population. The “Convenient” and “Non-Prudent” clusters were associated with higher cardiovascular risk whereas the “Prudent” pattern was associated with a decreased cardiovascular risk. Associations with others factors showed that the choice of a specific dietary pattern is part of a wider lifestyle profile.ConclusionThis study is of interest for both researchers and public health professionals. From a methodological standpoint, we showed that using stability of clustering solutions could help researchers in their choices. From a public health perspective, this study showed the need of targeted health promotion campaigns describing the benefits of healthy dietary patterns.

Screening for the metabolic syndrome in subjects with migraine

Background Metabolic syndrome (MetS) and migraine are known to be associated. This study assessed the risk of MetS and its clinical characteristics in migraine with aura (MA) and without aura (MO) based on a large-scale cross-sectional survey. Methods The study material consisted of 751 participants in the Nutrition, Environment and CardioVascular Health (NESCaV) survey. Diagnosis of migraine was based on the ef-ID migraine questionnaire and MetS was defined according to the Revised-Adult Treatment Panel III criteria. Sociodemographic and risk factors were also recorded. Weighted logistic regression was used to assess the risk of MetS. Results After adjusting for stratification (gender, age, district) and other factors (smoking status, sedentary lifestyle, family history of stroke, myocardial infarction and hypertension), MA subjects were at higher risk of MetS (OR 3.45; 95% CI: 1.63–7.29) while MO individuals were not, when compared to non-migraineurs. When considering MetS components, MA was positively associated with low HDL-cholesterol (OR 2.26; 95% CI: 1.08–4.74), hyperglycemia (OR 2.77; 95% CI: 1.30–5.88) and abdominal obesity (OR 2.03; 95% CI: 1.07–3.86). Conclusion Migraineurs with aura are at higher risk of MetS, suggesting that these subjects, already more exposed to stroke, may benefit from a systematic screening for the metabolic syndrome.