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1.
Sustain Sci ; 19(5): 1773-1787, 2024.
Article in English | MEDLINE | ID: mdl-39228683

ABSTRACT

A number of labeling systems based on text have been proposed to help monitor work on the United Nations (UN) Sustainable Development Goals (SDGs). Here, we present a systematic comparison of prominent SDG labeling systems using a variety of text sources and show that these differ considerably in their sensitivity (i.e., true-positive rate) and specificity (i.e., true-negative rate), have systematic biases (e.g., are more sensitive to specific SDGs relative to others), and are susceptible to the type and amount of text analyzed. We then show that an ensemble model that pools SDG labeling systems alleviates some of these limitations, exceeding the performance of the individual SDG labeling systems considered. We conclude that researchers and policymakers should care about the choice of the SDG labeling system and that ensemble methods should be favored when drawing conclusions about the absolute and relative prevalence of work on the SDGs based on automated methods.

2.
Mult Scler ; 28(14): 2212-2220, 2022 12.
Article in English | MEDLINE | ID: mdl-36017870

ABSTRACT

BACKGROUND: White matter lesions (WMLs) on brain magnetic resonance imaging (MRI) in multiple sclerosis (MS) may contribute to misdiagnosis. In chronic active lesions, peripheral iron-laden macrophages appear as paramagnetic rim lesions (PRLs). OBJECTIVE: To evaluate the sensitivity and specificity of PRLs in differentiating MS from mimics using clinical 3T MRI scanners. METHOD: This retrospective international study reviewed MRI scans of patients with MS (n = 254), MS mimics (n = 91) and older healthy controls (n = 217). WMLs, detected using fluid-attenuated inversion recovery MRI, were analysed with phase-sensitive imaging. Sensitivity and specificity were assessed for PRLs. RESULTS: At least one PRL was found in 22.9% of MS and 26.1% of clinically isolated syndrome (CIS) patients. Only one PRL was found elsewhere. The identification of ⩾1 PRL was the optimal cut-off and had high specificity (99.7%, confidence interval (CI) = 98.20%-99.99%) when distinguishing MS and CIS from mimics and healthy controls, but lower sensitivity (24.0%, CI = 18.9%-36.6%). All patients with a PRL showing a central vein sign (CVS) in the same lesion (n = 54) had MS or CIS, giving a specificity of 100% (CI = 98.8%-100.0%) but equally low sensitivity (21.3%, CI = 16.4%-26.81%). CONCLUSION: PRLs may reduce diagnostic uncertainty in MS by being a highly specific imaging diagnostic biomarker, especially when used in conjunction with the CVS.


Subject(s)
Demyelinating Diseases , Multiple Sclerosis , Humans , Multiple Sclerosis/diagnostic imaging , Retrospective Studies , Diagnostic Imaging , Biomarkers
3.
Neuroimage ; 225: 117471, 2021 01 15.
Article in English | MEDLINE | ID: mdl-33099007

ABSTRACT

Here we present a method for the simultaneous segmentation of white matter lesions and normal-appearing neuroanatomical structures from multi-contrast brain MRI scans of multiple sclerosis patients. The method integrates a novel model for white matter lesions into a previously validated generative model for whole-brain segmentation. By using separate models for the shape of anatomical structures and their appearance in MRI, the algorithm can adapt to data acquired with different scanners and imaging protocols without retraining. We validate the method using four disparate datasets, showing robust performance in white matter lesion segmentation while simultaneously segmenting dozens of other brain structures. We further demonstrate that the contrast-adaptive method can also be safely applied to MRI scans of healthy controls, and replicate previously documented atrophy patterns in deep gray matter structures in MS. The algorithm is publicly available as part of the open-source neuroimaging package FreeSurfer.


Subject(s)
Brain/pathology , Image Interpretation, Computer-Assisted/methods , Image Processing, Computer-Assisted/methods , Magnetic Resonance Imaging/methods , Multiple Sclerosis/pathology , Algorithms , Atrophy/pathology , Brain/diagnostic imaging , Gray Matter/pathology , Humans , Multiple Sclerosis/diagnostic imaging , Neuroimaging , White Matter/pathology
4.
Mult Scler J Exp Transl Clin ; 6(1): 2055217320915480, 2020.
Article in English | MEDLINE | ID: mdl-32284875

ABSTRACT

BACKGROUND: Brain lesions with a hypointense ring or core were described in multiple sclerosis on susceptibility weighted imaging. OBJECTIVE: The purpose of this study was to study the evolution and prognostic relevance of susceptibility weighted imaging hypointense lesions in clinically isolated syndrome and early multiple sclerosis. METHODS: Sixty-six early multiple sclerosis and clinically isolated syndrome patients were followed over a median period of 2.9 years (range 1.6-4.6 years) and underwent 3T magnetic resonance imaging including 3D susceptibility weighted imaging and T2-weighted fluid-attenuated inversion recovery. We assessed the presence of susceptibility weighted imaging hypointense core or ring lesions, and Expanded Disability Status Scale at baseline and follow-up. RESULTS: Of 611 lesions at baseline, 64 (10.5%) had a susceptibility weighted imaging hypointense core, and 28 (4.6%) had a susceptibility weighted imaging hypointense ring. Hypointense ring lesions were larger (p < 0.001) and more T1w hypointense (p = 0.002) than others. During follow-up, hypointense core lesions became susceptibility weighted imaging isointense (52 lesions, 81%); few developed into hypointense ring lesions (two lesions, 3%). Hypointense ring lesions did not shrink on T2-weighted fluid-attenuated inversion recovery images (p = 0.077, trend towards more enlargement compared to others), while hypointense core lesions more often shrunk in comparison to lesions without a hypointense core (p = 0.002). The number of susceptibility weighted imaging hypointense ring lesions at baseline correlated with Expanded Disability Status Scale progression at follow-up (p = 0.021, R = 0.289). CONCLUSION: In our cohort of patients with clinically isolated syndrome or early multiple sclerosis, susceptibility weighted imaging hypointense ring lesions were only rarely detectable, but did not shrink and were associated with future disability progression.

5.
Transpl Immunol ; 60: 101288, 2020 06.
Article in English | MEDLINE | ID: mdl-32209429

ABSTRACT

Acute cellular rejection (ACR) remains as one of the main causes of graft loss and death in intestinal transplant (ITx) patients. ACR promotes intestinal injury, disruption of the mucosal barrier, bacterial translocation, and organ dysfunction. As epithelial regeneration is critical in reversing these consequences, the functional axis between the innate lymphoid cell subpopulation 3 (ILC3) and interleukin 22 plays an essential role in that process. Natural-cytotoxic-receptor-positive (NCR+) ILC3 cells have been demonstrated to induce intestinal-stem-cell proliferation along with an IL-22-dependent expansion of that population in several intestinal pathologies, though thus far not after ITx. Therefore, we intended to determine the impact of chronic immunosuppression and ACR on ILC3 cells and interleukin-22 (IL-22) production in the lamina propria after that intervention. MATERIALS AND METHODS: We compared biopsies from healthy volunteers with biopsies from ITx recipients without or with mild-to-moderate ACR, using flow cytometry and the quantitative-PCR. RESULTS: NCR+ ILC3 cells were found to be unaffected by immunosuppression at different time points posttransplant when patients did not experience ACR, but were diminished upon the occurrence of ACR independently of the post-ITx time. Moreover, IL-22-expression levels were notably reduced in ACR. CONCLUSION: The NCR+-ILC3/IL-22 axis is impaired during ACR contributing to a delay in or lack of a complete and efficient epithelial regeneration. Thus, our findings reveal that IL-22 analogues could potentially be used as a new complementary therapeutic approach, in conjunction with immunosuppressant drugs, in order to promote mucosal regeneration upon ACR.


Subject(s)
Graft Rejection/immunology , Intestines/pathology , Lymphocytes/immunology , Organ Transplantation , Acute Disease , Aged , Female , Graft Rejection/etiology , Humans , Immunity, Cellular , Immunity, Innate , Interleukins/metabolism , Intestines/transplantation , Male , Middle Aged , Natural Cytotoxicity Triggering Receptor 1/metabolism , Signal Transduction , Interleukin-22
6.
Article in English | MEDLINE | ID: mdl-34368788

ABSTRACT

BACKGROUND: The amyloid cascade hypothesis characterizes the stereotyped progression of pathological changes in Alzheimer's disease (AD) beginning with beta amyloid deposition, but does not address the reasons for amyloid deposition. Brain areas with relatively higher neuronal activity, metabolic demand, and production of reactive oxygen species in earlier life may have higher beta amyloid deposition in later life. The aim of this study was to investigate early life patterns of perfusion and late life patterns of amyloid deposition to determine the extent to which normative cerebral perfusion predisposes specific regions to future beta amyloid deposition. MATERIALS AND METHODS: One hundred twenty-eight healthy, older human subjects (age: 56-87 years old; 44% women) underwent positron emission tomography (PET) imaging with [11C]PiB for measures of amyloid burden. Cerebral perfusion maps derived from 47 healthy younger adults (age: 22-49; 47%) who had undergone single photon emission computed tomography (SPECT) imaging, were averaged to create a normative template, representative of young, healthy adults. Perfusion and amyloid measures were investigated in 31 cortical regions from the Hammers atlas. We examined the spatial relationship between normative perfusion patterns and amyloid pathophysiology. RESULTS: The pattern of increasing perfusion (temporal lobe < parietal lobe < frontal lobe < insula/cingulate gyrus < occipital lobe; F(4,26) = 7.8, p = 0.0003) in young, healthy adults was not exactly identical to but approximated the pattern of increasing amyloid burden (temporal lobe < occipital lobe < frontal lobe < parietal lobe < insula/cingulate gyrus; F(4,26) = 5.0, p = 0.004) in older adults. However, investigating subregions within cortical lobes provided consistent agreement between ranked normative perfusion patterns and expected Thal staging of amyloid progression in AD (Spearman r = 0.39, p = 0.03). CONCLUSION: Our findings suggest that brain areas with normatively greater perfusion may be more susceptible to amyloid deposition in later life, possibly due to higher metabolic demand, and associated levels of oxidative stress and inflammation.

7.
JAMA Neurol ; 76(12): 1446-1456, 2019 12 01.
Article in English | MEDLINE | ID: mdl-31424490

ABSTRACT

Importance: The central vein sign has been proposed as a specific imaging biomarker for distinguishing between multiple sclerosis (MS) and not MS, mainly based on findings from ultrahigh-field magnetic resonance imaging (MRI) studies. The diagnostic value of the central vein sign in a multicenter setting with a variety of clinical 3 tesla (T) MRI protocols, however, remains unknown. Objective: To evaluate the sensitivity and specificity of various central vein sign lesion criteria for differentiating MS from non-MS conditions using 3T brain MRI with various commonly used pulse sequences. Design, Setting, and Participants: This large multicenter, cross-sectional study enrolled participants (n = 648) of ongoing observational studies and patients included in neuroimaging research databases of 8 neuroimaging centers in Europe. Patient enrollment and MRI data collection were performed between January 1, 2010, and November 30, 2016. Data analysis was conducted between January 1, 2016, and April 30, 2018. Investigators were blinded to participant diagnosis by a novel blinding procedure. Main Outcomes and Measures: Occurrence of central vein sign was detected on 3T T2*-weighted or susceptibility-weighted imaging. Sensitivity and specificity were assessed for these MRI sequences and for different central vein sign lesion criteria, which were defined by the proportion of lesions with central vein sign or by absolute numbers of lesions with central vein sign. Results: A total of 606 participants were included in the study after exclusion of 42 participants. Among the 606 participants, 413 (68.2%) were women. Patients with clinically isolated syndrome and relapsing-remitting MS (RRMS) included 235 women (66.6%) and had a median (range) age of 37 (14.7-61.4) years, a median (range) disease duration of 2 (0-33) years, and a median (range) Expanded Disability Status Scale score of 1.5 (0-6.5). Patients without MS included 178 women (70.4%) and had a median (range) age of 54 (18-83) years. A total of 4447 lesions were analyzed in a total of 487 patients: 690 lesions in 98 participants with clinically isolated syndrome, 2815 lesions in 225 participants with RRMS, 54 lesions in 13 participants with neuromyelitis optica spectrum disorder, 54 lesions in 14 participants with systemic lupus erythematosus, 121 lesions in 29 participants with migraine or cluster headache, 240 lesions in 20 participants with diabetes, and 473 lesions in 88 participants with other types of small-vessel disease. The sensitivity was 68.1% and specificity was 82.9% for distinguishing MS from not MS using a 35% central vein sign proportion threshold. The 3 central vein sign lesion criteria had a sensitivity of 61.9% and specificity of 89.0%. Sensitivity was higher when an optimized T2*-weighted sequence was used. Conclusions and Relevance: In this study, use of the central vein sign at 3T MRI yielded a high specificity and a moderate sensitivity in differentiating MS from not MS; international, multicenter studies may be needed to ascertain whether the central vein sign-based criteria can accurately detect MS.


Subject(s)
Brain/diagnostic imaging , Cerebral Veins/diagnostic imaging , Multiple Sclerosis, Relapsing-Remitting/diagnostic imaging , Adolescent , Adult , Aged , Aged, 80 and over , Case-Control Studies , Cluster Headache/diagnostic imaging , Cross-Sectional Studies , Demyelinating Diseases/diagnostic imaging , Female , Humans , Lupus Vasculitis, Central Nervous System/diagnostic imaging , Magnetic Resonance Imaging , Male , Middle Aged , Migraine Disorders/diagnostic imaging , Multiple Sclerosis/diagnostic imaging , Neuromyelitis Optica/diagnostic imaging , Sensitivity and Specificity , Young Adult
8.
Hum Brain Mapp ; 40(14): 4091-4104, 2019 10 01.
Article in English | MEDLINE | ID: mdl-31206931

ABSTRACT

Neurodegenerative disorders, such as Alzheimer's disease (AD) and progressive forms of multiple sclerosis (MS), can affect the brainstem and are associated with atrophy that can be visualized by MRI. Anatomically accurate, large-scale assessments of brainstem atrophy are challenging due to lack of automated, accurate segmentation methods. We present a novel method for brainstem volumetry using a fully-automated segmentation approach based on multi-dimensional gated recurrent units (MD-GRU), a deep learning based semantic segmentation approach employing a convolutional adaptation of gated recurrent units. The neural network was trained on 67 3D-high resolution T1-weighted MRI scans from MS patients and healthy controls (HC) and refined using segmentations of 20 independent MS patients' scans. Reproducibility was assessed in MR test-retest experiments in 33 HC. Accuracy and robustness were examined by Dice scores comparing MD-GRU to FreeSurfer and manual brainstem segmentations in independent MS and AD datasets. The mean %-change/SD between test-retest brainstem volumes were 0.45%/0.005 (MD-GRU), 0.95%/0.009 (FreeSurfer), 0.86%/0.007 (manually edited segmentations). Comparing MD-GRU to manually edited segmentations the mean Dice scores/SD were: 0.97/0.005 (brainstem), 0.95/0.013 (mesencephalon), 0.98/0.006 (pons), 0.95/0.015 (medulla oblongata). Compared to the manual gold standard, MD-GRU brainstem segmentations were more accurate than FreeSurfer segmentations (p < .001). In the multi-centric acquired AD data, the mean Dice score/SD for the MD-GRU-manual segmentation comparison was 0.97/0.006. The fully automated brainstem segmentation method MD-GRU provides accurate, highly reproducible, and robust segmentations in HC and patients with MS and AD in 200 s/scan on an Nvidia GeForce GTX 1080 GPU and shows potential for application in large and longitudinal datasets.


Subject(s)
Brain Stem/diagnostic imaging , Image Interpretation, Computer-Assisted/methods , Multiple Sclerosis/diagnostic imaging , Neurodegenerative Diseases/diagnostic imaging , Neuroimaging/methods , Adult , Aged , Deep Learning , Female , Humans , Magnetic Resonance Imaging , Male , Middle Aged
9.
Ann Hepatol ; 18(2): 366-372, 2019.
Article in English | MEDLINE | ID: mdl-31053540

ABSTRACT

INTRODUCTION: The interleukin-33/interleukin-13 pathway is involved in the immunopathology of liver fibrosis and recently characterized group 2 innate lymphoid cells (ILC2) were identified as profibrotic immune cells in the liver of mouse models. Our aim was to elucidate whether ILC2 might be present in human liver tissue and whether ILC2 contribute to liver fibrosis. MATERIALS AND METHODS: To identify ILC2 in liver tissue and blood, we purified mononuclear immune cells from needle biopsies, cirrhotic explant specimen, and paired peripheral blood samples. Cell suspensions were incubated with specific markers for ILC2 and analyzed by flow cytometry. The CD69 marker was included to assess the activation level of ILC2. In addition, we determined the IL-33 plasma level. RESULTS: Results were correlated with the METAVIR fibrotic score of patients enrolled in this study. We detected ILC2 in a higher percentage of CD45+ cells in liver tissue than in paired peripheral blood. The number of ILC2 was significantly increased in fibrotic tissue, but only slightly increased in paired peripheral blood. A higher percentage of CD69+ ILC2 was observed in fibrotic tissue, and this increase correlates positively with aggravation of liver fibrosis measured by fibrotic METAVIR score. A higher level of plasma IL-33 was only detected in samples obtained from cirrhotic patients. CONCLUSION: Our study indicates that ILC2 are present in the human liver and are activated in tissue contributing to the immunopathology of human liver fibrosis, independently of the etiology; which might be a potential new therapeutic target.


Subject(s)
Immunity, Innate , Liver Cirrhosis/immunology , Liver/immunology , Lymphocytes/immunology , Adult , Antigens, CD/blood , Antigens, Differentiation, T-Lymphocyte/blood , Biomarkers/blood , Case-Control Studies , Disease Progression , Female , Humans , Interleukin-33/blood , Lectins, C-Type/blood , Leukocyte Common Antigens/blood , Liver/metabolism , Liver/pathology , Liver Cirrhosis/blood , Liver Cirrhosis/pathology , Lymphocytes/classification , Lymphocytes/metabolism , Male , Middle Aged , Prognosis , Risk Factors , Severity of Illness Index
10.
Neuroimage Clin ; 23: 101849, 2019.
Article in English | MEDLINE | ID: mdl-31085465

ABSTRACT

Longitudinal analysis of white matter lesion changes on serial MRI has become an important parameter to study diseases with white-matter lesions. Here, we build on earlier work on cross-sectional lesion segmentation; we present a fully automatic pipeline for serial analysis of FLAIR-hyperintense white matter lesions. Our algorithm requires three-dimensional gradient echo T1- and FLAIR- weighted images at 3 Tesla as well as available cross-sectional lesion segmentations of both time points. Preprocessing steps include lesion filling and intrasubject registration. For segmentation of lesion changes, initial lesion maps of different time points are fused; herein changes in intensity are analyzed at the voxel level. Significance of lesion change is estimated by comparison with the difference distribution of FLAIR intensities within normal appearing white matter. The method is validated on MRI data of two time points from 40 subjects with multiple sclerosis derived from two different scanners (20 subjects per scanner). Manual segmentation of lesion increases served as gold standard. Across all lesion increases, voxel-wise Dice coefficient (0.7) as well as lesion-wise detection rate (0.8) and false-discovery rate (0.2) indicate good overall performance. Analysis of scans from a repositioning experiment in a single patient with multiple sclerosis did not yield a single false positive lesion. We also introduce the lesion change plot as a descriptive tool for the lesion change of individual patients with regard to both number and volume. An open source implementation of the algorithm is available at http://www.statistical-modeling.de/lst.html.


Subject(s)
Magnetic Resonance Imaging/trends , Multiple Sclerosis/diagnostic imaging , Multiple Sclerosis/metabolism , Adult , Cohort Studies , Cross-Sectional Studies , Female , Follow-Up Studies , Humans , Longitudinal Studies , Magnetic Resonance Imaging/methods , Male , Middle Aged , Young Adult
11.
PLoS One ; 13(3): e0194051, 2018.
Article in English | MEDLINE | ID: mdl-29554115

ABSTRACT

Mobility impairment in older persons is associated with brain white matter hyperintensities (WMH), a common finding in magnetic resonance images and one established imaging biomarker of small vessel disease. The contribution of possible microstructural abnormalities within normal-appearing white matter (NAWM) to mobility, however, remains unclear. We used diffusion tensor imaging (DTI) measures, i.e. fractional anisotropy (FA), mean diffusivity (MD), axial diffusivity (AD), radial diffusivity (RD), to assess microstructural changes within supratentorial NAWM and WMH sub-compartments, and to investigate their association with changes in mobility performance, i.e. Tinetti assessment and the 2.5-meters walk time test. We analyzed baseline (N = 86, age ≥75 years) and 4-year (N = 41) follow-up data. Results from cross-sectional analysis on baseline data showed significant correlation between WMH volume and NAWM-FA (r = -0.33, p = 0.002), NAWM-AD (r = 0.32, p = 0.003) and NAWM-RD (r = 0.39, p = 0.0002). Our longitudinal analysis showed that after 4-years, FA and AD decreased and RD increased within NAWM. In regional tract-based analysis decrease in NAWM-FA and increase in NAWM-RD within the genu of the corpus callosum correlated with slower walk time independent of age, gender and WMH burden. In conclusion, global DTI indices of microstructural integrity indicate that significant changes occur in the supratentorial NAWM over four years. The observed changes likely reflect white matter deterioration resulting from aging as well as accrual of cerebrovascular injury associated with small vessel disease. The observed association between mobility scores and regional measures of NAWM microstructural integrity within the corpus callosum suggests that subtle changes within this structure may contribute to mobility impairment.


Subject(s)
White Matter/pathology , Aged , Aged, 80 and over , Anisotropy , Corpus Callosum/pathology , Cross-Sectional Studies , Diffusion Tensor Imaging/methods , Female , Humans , Magnetic Resonance Imaging/methods , Male
12.
J Neuroimaging ; 28(1): 36-47, 2018 01.
Article in English | MEDLINE | ID: mdl-29235194

ABSTRACT

BACKGROUND AND PURPOSE: A pipeline for fully automated segmentation of 3T brain MRI scans in multiple sclerosis (MS) is presented. This 3T morphometry (3TM) pipeline provides indicators of MS disease progression from multichannel datasets with high-resolution 3-dimensional T1-weighted, T2-weighted, and fluid-attenuated inversion-recovery (FLAIR) contrast. 3TM segments white (WM) and gray matter (GM) and cerebrospinal fluid (CSF) to assess atrophy and provides WM lesion (WML) volume. METHODS: To address nonuniform distribution of noise/contrast (eg, posterior fossa in 3D-FLAIR) of 3T magnetic resonance imaging, the method employs dual sensitivity (different sensitivities for lesion detection in predefined regions). We tested this approach by assigning different sensitivities to supratentorial and infratentorial regions, and validated the segmentation for accuracy against manual delineation, and for precision in scan-rescans. RESULTS: Intraclass correlation coefficients of .95, .91, and .86 were observed for WML and CSF segmentation accuracy and brain parenchymal fraction (BPF). Dual sensitivity significantly reduced infratentorial false-positive WMLs, affording increases in global sensitivity without decreasing specificity. Scan-rescan yielded coefficients of variation (COVs) of 8% and .4% for WMLs and BPF and COVs of .8%, 1%, and 2% for GM, WM, and CSF volumes. WML volume difference/precision was .49 ± .72 mL over a range of 0-24 mL. Correlation between BPF and age was r = .62 (P = .0004), and effect size for detecting brain atrophy was Cohen's d = 1.26 (standardized mean difference vs. healthy controls). CONCLUSIONS: This pipeline produces probability maps for brain lesions and tissue classes, facilitating expert review/correction and may provide high throughput, efficient characterization of MS in large datasets.


Subject(s)
Brain/diagnostic imaging , Gray Matter/diagnostic imaging , Magnetic Resonance Imaging/methods , Multiple Sclerosis/diagnostic imaging , Adult , Aged , Atrophy/diagnostic imaging , Atrophy/pathology , Brain/pathology , Female , Gray Matter/pathology , Humans , Image Processing, Computer-Assisted/methods , Male , Middle Aged , Multiple Sclerosis/pathology , Sensitivity and Specificity , Young Adult
13.
Neurology ; 89(10): 1020-1027, 2017 Sep 05.
Article in English | MEDLINE | ID: mdl-28779010

ABSTRACT

OBJECTIVE: To investigate the effect of postoperative delirium on longitudinal brain microstructural changes, as measured by diffusion tensor imaging. METHODS: We studied a subset of the larger Successful Aging after Elective Surgery (SAGES) study cohort of older adults (≥70 years) without dementia undergoing elective surgery: 113 participants who had diffusion tensor imaging before and 1 year after surgery. Postoperative delirium severity and occurrence were assessed during the hospital stay using the Confusion Assessment Method and a validated chart review method. We investigated the association of delirium severity and occurrence with longitudinal diffusion changes across 1 year, adjusting for age, sex, vascular comorbidity, and baseline cognitive performance. We also assessed the association between changes in diffusion and cognitive performance across the 1-year follow-up period, adjusting for age, sex, education, and baseline cognitive performance. RESULTS: Postoperative delirium occurred in 25 participants (22%). Delirium severity and occurrence were associated with longitudinal diffusion changes in the periventricular, frontal, and temporal white matter. Diffusion changes were also associated with changes in cognitive performance across 1 year, although the cognitive changes did not show significant association with delirium severity or occurrence. CONCLUSIONS: Our study raises the possibility that delirium has an effect on the development of brain microstructural abnormalities, which may reflect brain changes underlying cognitive trajectories. Future studies are warranted to clarify whether delirium is the driving factor of the observed changes or rather a correlate of a vulnerable brain that is at high risk for neurodegenerative processes.


Subject(s)
Brain/diagnostic imaging , Delirium/drug therapy , Delirium/etiology , Diffusion Tensor Imaging , Elective Surgical Procedures , Postoperative Complications/diagnostic imaging , Aged , Disease Progression , Female , Follow-Up Studies , Humans , Longitudinal Studies , Male , Prospective Studies , Severity of Illness Index
14.
J Neurol Neurosurg Psychiatry ; 88(2): 146-151, 2017 Feb.
Article in English | MEDLINE | ID: mdl-27789541

ABSTRACT

BACKGROUND: Cerebellar damage has been implicated in information processing speed (IPS) impairment associated with multiple sclerosis (MS) that might result from functional disconnection in the frontocerebellar loop. Structural alterations in individual posterior lobules, in which cognitive functioning seems preponderant, are still unknown. Our aim was to investigate the impact of grey matter (GM) volume alterations in lobules VI to VIIIb on IPS in persons with clinically isolated syndrome (PwCIS), MS (PwMS) and healthy subjects (HS). METHODS: 69 patients (37 PwCIS, 32 PwMS) and 36 HS underwent 3 T MRI including 3-dimensional T1-weighted MRIs. Cerebellum lobules were segmented using SUIT V.3.0 to estimate their normalised GM volume. Neuropsychological testing was performed to assess IPS and main cognitive functions. RESULTS: Normalised GM volumes were significantly different between PwMS and HS for the right (p<0.001) and left lobule VI (p<0.01), left crus I, right VIIb and entire cerebellum (p<0.05 for each comparison) and between PwMS and PwCIS for all lobules in subregions VI and left crus I (p<0.05). IPS, attention and working memory were impaired in PwMS compared with PwCIS. In the whole population of patients (PwMS and PwCIS), GM loss in vermis VI (R2=0.36; p<0.05 when considering age and T2 lesion volume as covariates) were associated with IPS impairment. CONCLUSIONS: GM volume decrease in posterior lobules (especially vermis VI) was associated with reduced IPS. Our results suggest a significant impact of posterior lobules pathology in corticocerebellar loop disruption resulting in automation and cognitive optimisation lack in MS. TRIAL REGISTRATION: Clinicaltrail NCT01207856, NCT01865357; Pre-results.


Subject(s)
Cerebellum/diagnostic imaging , Cognition/physiology , Memory, Short-Term/physiology , Multiple Sclerosis/diagnostic imaging , Reaction Time/physiology , Adult , Attention/physiology , Disease Progression , Female , Humans , Image Processing, Computer-Assisted , Magnetic Resonance Imaging , Male , Middle Aged , Multiple Sclerosis/psychology , Neuropsychological Tests , Organ Size/physiology , Young Adult
15.
J Cereb Blood Flow Metab ; 37(4): 1386-1397, 2017 Apr.
Article in English | MEDLINE | ID: mdl-27401806

ABSTRACT

Three-dimensional Arterial Spin Labeling (ASL) MRI was performed before surgery in a cohort of 146 prospectively enrolled subjects ≥ 70 years old scheduled to undergo elective surgery. We investigated the prospective association between ASL-derived measures of cerebral blood flow (CBF) before surgery with postoperative delirium incidence and severity using whole-brain and globally normalized voxel-wise analysis. We also investigated the cross-sectional association of CBF with patients' baseline performance on specific neuropsychological tests, and with a composite general cognitive performance measure (GCP). Out of 146 subjects, 32 (22%) developed delirium. We found no significant association between global and voxel-wise CBF with delirium incidence or severity. We found the most significant positive associations between CBF of the posterior cingulate and precuneus and the Hopkins Verbal Learning Test - Revised total score, Visual Search and Attention Test (VSAT) score and the GCP composite. VSAT score was also strongly associated with right parietal lobe CBF. ASL can be employed in a large, well-characterized older cohort to examine associations between CBF and age-related cognitive performance. Although ASL CBF measures in regions previously associated with preclinical Alzheimer's Disease were correlated with cognition, they were not found to be indicators of baseline pathology that may increase risk for delirium.


Subject(s)
Cerebrovascular Circulation/physiology , Cognitive Aging/physiology , Emergence Delirium/diagnostic imaging , Imaging, Three-Dimensional/methods , Magnetic Resonance Imaging/methods , Neuroimaging/methods , Aged , Cross-Sectional Studies , Emergence Delirium/epidemiology , Emergence Delirium/etiology , Humans , Incidence , Neuropsychological Tests , Predictive Value of Tests , Prospective Studies , Surveys and Questionnaires
16.
Mult Scler ; 23(9): 1214-1224, 2017 Aug.
Article in English | MEDLINE | ID: mdl-27780913

ABSTRACT

OBJECTIVE: We investigated whether diffusion tensor imaging (DTI) could reveal early hippocampal damage and clinically relevant correlates of memory impairment in persons with clinically isolated syndrome (CIS) suggestive of multiple sclerosis (MS). METHODS: A total of 37 persons with CIS, 32 with MS and 36 controls prospectively included from 2011 to 2014 were tested for cognitive performances and scanned with 3T-magnetic resonance imaging (MRI) to assess volumetric and DTI changes within the hippocampus, whole brain volume and T2-lesion load. RESULTS: While there was no hippocampal atrophy in the CIS group, hippocampal fractional anisotropy (FA) was significantly decreased compared to controls. Decrease in hippocampal FA together with increased mean diffusivity (MD) was even more prominent in MS patients. In CIS, hippocampal MD was correlated with episodic verbal memory performance ( r = -0.57, p = 0.0002 and odds ratio (OR) = 0.058, 95% confidence interval (CI) = 0.0057-0.59, p = 0.016 adjusted for age, gender, depression and T2-lesion load), but not with cognitive tasks unrelated to hippocampal functions. Hippocampal MD was the only variable discriminating memory-impaired from memory-preserved persons with CIS (area under the curve (AUC) = 0.77, sensitivity = 90.0%, specificity = 70.3%, positive predictive value (PPV) = 52.9%, negative predictive value (NPV) = 95.0%). CONCLUSION: DTI alterations within the hippocampus might reflect early neurodegenerative processes that are correlated with episodic memory performance, discriminating persons with CIS according to their memory status.


Subject(s)
Demyelinating Diseases/pathology , Demyelinating Diseases/physiopathology , Hippocampus/pathology , Memory Disorders/physiopathology , Memory, Episodic , Adult , Demyelinating Diseases/diagnostic imaging , Diffusion Tensor Imaging , Female , Hippocampus/diagnostic imaging , Humans , Male , Middle Aged , Multiple Sclerosis/diagnostic imaging , Multiple Sclerosis/pathology , Multiple Sclerosis/physiopathology , Young Adult
17.
Brain ; 139(Pt 4): 1282-94, 2016 Apr.
Article in English | MEDLINE | ID: mdl-26920674

ABSTRACT

Despite the significant impact of postoperative delirium on surgical outcomes and the long-term prognosis of older patients, its neural basis has not yet been clarified. In this study we investigated the impact of premorbid brain microstructural integrity, as measured by diffusion tensor imaging before surgery, on postoperative delirium incidence and severity, as well as the relationship among presurgical cognitive performance, diffusion tensor imaging abnormalities and postoperative delirium. Presurgical diffusion tensor imaging scans of 136 older (≥70 years), dementia-free subjects from the prospective Successful Aging after Elective Surgery study were analysed blind to the clinical data and delirium status. Primary outcomes were postoperative delirium incidence and severity during the hospital stay, as assessed by the Confusion Assessment Method. We measured cognition before surgery using general cognitive performance, a composite score based on a battery of neuropsychological tests. We investigated the association between presurgical diffusion tensor imaging parameters of brain microstructural integrity (i.e. fractional anisotropy, axial, mean and radial diffusivity) with postoperative delirium incidence and severity. Analyses were adjusted for the following potential confounders: age, gender, vascular comorbidity status, and general cognitive performance. Postoperative delirium occurred in 29 of 136 subjects (21%) during hospitalization. Presurgical diffusion tensor imaging abnormalities of the cerebellum, cingulum, corpus callosum, internal capsule, thalamus, basal forebrain, occipital, parietal and temporal lobes, including the hippocampus, were associated with delirium incidence and severity, after controlling for age, gender and vascular comorbidities. After further controlling for general cognitive performance, diffusion tensor imaging abnormalities of the cerebellum, hippocampus, thalamus and basal forebrain still remained associated with delirium incidence and severity. This study raises the intriguing possibility that structural dysconnectivity involving interhemispheric and fronto-thalamo-cerebellar networks, as well as microstructural changes of structures involved in limbic and memory functions predispose to delirium under the stress of surgery. While the diffusion tensor imaging abnormalities observed in the corpus callosum, cingulum, and temporal lobe likely constitute the neural substrate for the association between premorbid cognition, as measured by general cognitive performance, and postoperative delirium, the microstructural changes observed in the cerebellum, hippocampus, thalamus and basal forebrain seem to constitute a separate phenomenon that predisposes to postsurgical delirium independent of presurgical cognitive status.


Subject(s)
Brain/pathology , Delirium/diagnosis , Diffusion Magnetic Resonance Imaging/methods , Elective Surgical Procedures/adverse effects , Postoperative Complications/diagnosis , Preoperative Care/methods , Aged , Aged, 80 and over , Aging/pathology , Aging/psychology , Cohort Studies , Cross-Sectional Studies , Delirium/etiology , Delirium/psychology , Female , Humans , Male , Postoperative Complications/etiology , Postoperative Complications/psychology , Prospective Studies
18.
BMC Geriatr ; 15: 82, 2015 Jul 11.
Article in English | MEDLINE | ID: mdl-26163013

ABSTRACT

BACKGROUND: The vitamin B12 and folate status in nonanaemic healthy older persons needs attention the more so as decrease in levels may be anticipated from reduced haematinic provision and/or impaired intestinal uptake. METHODS: A total of 1143 subjectively healthy Swiss midlands participants (637 females and 506 males), ≥60 years of age were included in this study. Levels of vitamin B12, holotranscobalamin (holoTC), methylmalonic acid (MMA), homocysteine (Hcy), serum folate, red blood cell (RBC) folate were measured. Further, Fedosov's wellness score was determined. Associations of age, gender, and cystatin C/creatinine-based estimated kidney function, with the investigated parameters were assessed. Reference intervals were calculated. Further, ROC analysis was done to assess accuracy of the individual parameters in recognizing a deficient vitamin B12 status. Finally, decision limits for sensitive, specific and optimal recognition of vitamin B12 status with individual parameters were derived. RESULTS: Three age groups: 60-69, 70-79 and ≥ 80 had median B12 (pmol/L) levels of 237, 228 and 231 respectively (p = 0.22), holoTC (pmol/L) of 52, 546 and 52 (p = 0.60) but Hcy (µmol/L) 12, 15 and 16 (p < 0.001), MMA (nmol/L) 207, 221 and 244 (p < 0.001). Hcy and MMA (both p < 0.001), but not holoTC (p = 0.12) and vitamin B12 (p = 0.44) were found to be affected by kidney function. In a linear regression model Fedosov's wellness score was independently associated with kidney function (p < 0.001) but not with age. Total serum folate and red blood cell (RBC) folate drift apart with increasing age: whereas the former decreases (p = 0.01) RBC folate remains in the same bandwidth across all age groups (p = 0.12) A common reference interval combining age and gender strata can be obtained for vitamin B12 and holoTC, whereas a more differentiated approach seems warranted for serum folate and RBC folate. CONCLUSION: Whereas the vitamin B12 and holoTC levels remain steady after 60 years of age, we observed a significant increment in MMA levels accompanied by increments in Hcy; this is better explained by age-related reduced kidney function than by vitamin B12 insufficiency. Total serum folate levels but not RBC folate levels decreased with progressing age.


Subject(s)
Aging/blood , Erythrocyte Count/statistics & numerical data , Folic Acid/blood , Vitamin B 12 Deficiency , Vitamin B 12/blood , Age Factors , Aged , Aged, 80 and over , Biomarkers/blood , Female , Homocysteine/blood , Humans , Kidney Function Tests/methods , Kidney Function Tests/statistics & numerical data , Male , Methylmalonic Acid/blood , Middle Aged , Prospective Studies , ROC Curve , Reference Values , Sex Factors , Switzerland/epidemiology , Transcobalamins/analysis , Vitamin B 12 Deficiency/blood , Vitamin B 12 Deficiency/diagnosis , Vitamin B 12 Deficiency/epidemiology
19.
Neurobiol Aging ; 36(6): 2122-9, 2015 Jun.
Article in English | MEDLINE | ID: mdl-25824618

ABSTRACT

Postoperative delirium is a common complication in older people and is associated with increased mortality, morbidity, institutionalization, and caregiver burden. Although delirium is an acute confusional state characterized by global impairments in attention and cognition, it has been implicated in permanent cognitive impairment and dementia. The pathogenesis of delirium and the mechanisms leading to these disabling consequences remain unclear. The present study is the first to address the potential predisposing role of brain morphologic changes toward postoperative delirium in a large prospective cohort of patients undergoing elective surgery using state-of-the-art magnetic resonance imaging (MRI) techniques conducted before admission. We investigated the association of MRI-derived quantitative measures of white-matter damage, global brain, and hippocampal volume with the incidence and severity of delirium. Presurgical white-matter hyperintensities (WMHs), whole brain, and hippocampal volume were measured in 146 consecutively enrolled subjects, ≥70 years old, without dementia who were undergoing elective surgery. These 3 presurgical MRI indices were tested as predictors of incidence and severity of subsequent delirium. Out of 146 subjects, 32 (22%) developed delirium. We found no statistically significant differences in WMH, whole brain, or hippocampal volume between subjects with and without delirium. Both unadjusted and adjusted (age, gender, vascular comorbidity, and general cognitive performance) regression analyses demonstrated no statistically significant association between any of the MRI measures with respect to delirium incidence or severity. In persons without dementia, preexisting cerebral WMHs, general and hippocampal atrophy may not predispose to postoperative delirium or worsen its severity.


Subject(s)
Brain/pathology , Delirium/diagnosis , Delirium/epidemiology , Magnetic Resonance Imaging , Postoperative Complications/epidemiology , White Matter/pathology , Aged , Aged, 80 and over , Atrophy , Female , Hippocampus/pathology , Humans , Incidence , Male , Organ Size , Regression Analysis , Severity of Illness Index
20.
Acta Gastroenterol Latinoam ; 45(3): 233-51, 2015 09.
Article in Spanish | MEDLINE | ID: mdl-28590709

ABSTRACT

One of the greatest achievements in gastroenterology and surgery of the last 50 years has been the capability to transplant different abdominal organs of the digestive system separately or as a whole. The complexity of the intestinal transplantation demands a multidisciplinary team engaged in the management of patients with intestinal failure responsible for defining the need for nutritional support, rehabilitation, or intestinal transplantation. This team should include a basic research area to provide answers to unresolved clinical problems. The aim of this work is to update the current status of intestinal transplantation, and to show the progress and results of our center; emphasizing our achievements in the clinical area, and the contributions of the translational research and mucosal immunology studies as part of the integral unit of intestinal failure, rehabilitation and transplantation. The data reported here demonstrate that the intestinal transplantation has been established as a therapeutic option in our country and Latin America, with long term results that have ranked our service at the level of the best centers in the world positioning us as referent in the specialty.


Subject(s)
Intestinal Diseases/surgery , Intestines/transplantation , Translational Research, Biomedical , Adolescent , Adult , Aged , Aged, 80 and over , Child , Child, Preschool , Humans , Infant , Middle Aged , Parenteral Nutrition, Total , Postoperative Complications , Retrospective Studies
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