Background: Limited studies have described long-term outcomes in pathology confirmed multiple sclerosis (MS). Objectives: To describe long-term clinical–radiographic–cognitive outcomes in a prospectively followed cohort of patients with pathologically confirmed CNS demyelinating disease, consistent with MS. Methods: Subjects underwent clinical assessment, standardized 3T-MRI brain, and cognitive battery. Results: Seventy-five patients were included. Biopsied lesion size was ⩾ 2 cm in 62/75. At follow-up, median duration since biopsy was 11 years. Median EDSS was 3 and lesion burden was large (median 10 cm 3 ). At follow-up, 57/75 met MS criteria, 17/75 had clinically isolated syndrome, and 1 radiographic changes only. Disability scores were comparable to a prevalence cohort in Olmsted County ( p < 0.001, n = 218). Cognitive outcomes below age-normed standards included psychomotor, attention, working memory, and executive function domains. Total lesion volume and index lesion-related severity correlated with EDSS and cognitive performance. Volumetric cortical/subcortical GM correlated less than lesion metrics to cognitive outcomes. Conclusion: Despite early aggressive course in pathologically confirmed MS, its long-term course was comparable to typical MS in our study. Cognitive impairment in this group seemed to correlate strongest to index lesion severity and total lesion volume. It remains to be established how the aggressive nature of the lesion, biopsy, and treatment affect clinical/cognitive outcomes.
Better Together: How Machine Learning Can Help Clinicians Determine If My Father Will Develop Parkinson Disease Dementia
The efficacy and safety of a fluid‐filled intragastric balloon (IGB) for weight loss in patients with cirrhosis on the liver transplantation (LT) waiting list is unknown. We enrolled stable compensated patients with body mass index >35 kg/m2 and on the waiting list for IGB placement endoscopically for a maximum of 6 months. A total of 8 patients (7 men) aged mean ± SD, 56 ± 4.6 years with Model for End‐Stage Liver Disease–sodium (MELD‐Na) scores 14.1 ± 3.4 experienced weight reduction (146 ± 22.2 kg versus 127 ± 21.6 kg [P = 0.005] with IGB in place and 130 ± 24.6 kg [P = 0.014] at 6 months), with a total body weight loss of 12.2% ± 8.8% with IGBs in place and 10.9% ± 8.9% at 6 months. Body fat decreased from 48.6% ± 5.8% to 40.6% ± 6.4% (P = 0.001) and lean mass increased from 51.3% ± 6% to 59.4% ± 6.4% (P = 0.001). No change in MELD‐Na scores occurred (P = 0.770). Early balloon retrieval was attributed to accommodative symptoms (n = 2) and liver decompensation (n = 1). Mallory Weiss tears (n = 3), but no portal hypertensive bleeding, occurred. Liver decompensation and/or hepatocellular carcinoma (HCC) developed in 3 patients. A total of 4 patients with LT ± sleeve gastrectomy maintained overall weight loss. Of 4 patients who did not receive transplants, 2 experienced weight regain. IGB results in short‐term weight loss in patients with cirrhosis awaiting LT, with body fat loss without lean mass loss. Adverse effects were common. Decompensation and HCC did occur, with uncertainty of the relation to weight loss, and thus careful patient selection and close follow‐up are required.
Brain functions and cognition on transient insulin deprivation in type 1 diabetes
BACKGROUND Type 1 diabetes (T1D) is a risk factor for dementia and structural brain changes. It remains to be determined whether transient insulin deprivation that frequently occurs in insulin-treated individuals with T1D alters brain function. METHODS We therefore performed functional and structural magnetic resonance imaging, magnetic resonance spectroscopy, and neuropsychological testing at baseline and following 5.4 ± 0.6 hours of insulin deprivation in 14 individuals with T1D and compared results with those from 14 age-, sex-, and BMI-matched nondiabetic (ND) participants with no interventions. RESULTS Insulin deprivation in T1D increased blood glucose, and β-hydroxybutyrate, while reducing bicarbonate levels. Participants with T1D showed lower baseline brain N-acetyl aspartate and myo-inositol levels but higher cortical fractional anisotropy, suggesting unhealthy neurons and brain microstructure. Although cognitive functions did not differ between participants with T1D and ND participants at baseline, significant changes in fine motor speed as well as attention and short-term memory occurred following insulin deprivation in participants with T1D. Insulin deprivation also reduced brain adenosine triphosphate levels and altered the phosphocreatine/adenosine triphosphate ratio. Baseline differences in functional connectivity in brain regions between participants with T1D and ND participants were noted, and on insulin deprivation further alterations in functional connectivity between regions, especially cortical and hippocampus-caudate regions, were observed. These alterations in functional connectivity correlated to brain metabolites and to changes in cognition. CONCLUSION Transient insulin deprivation therefore caused alterations in executive aspects of cognitive function concurrent with functional connectivity between memory regions and the sensory cortex. These findings have important clinical implications, as many patients with T1D inadvertently have periods of transient insulin deprivation. TRIAL REGISTRATION ClinicalTrials.gov NCT03392441. FUNDING Clinical and Translational Science Award (UL1 TR002377) from the National Center for Advancing Translational Science; NIH grants (R21 AG60139 and R01 AG62859); the Mayo Foundation.
Use of Superparamagnetic Iron Oxide Nanoparticles (SPIONs) via Multiple Imaging Modalities and Modifications to Reduce Cytotoxicity: An Educational Review
The aim of the present educational review on superparamagnetic iron oxide nanoparticles (SPIONs) is to inform and guide young scientists and students about the potential use and challenges associated with SPIONs. The present review discusses the basic concepts of magnetic resonance imaging (MRI), basic construct of SPIONs, cytotoxic challenges associated with SPIONs, shape and sizes of SPIONs, site-specific accumulation of SPIONs, various methodologies applied to reduce cytotoxicity including coatings with various materials, and application of SPIONs in targeted delivery of chemotherapeutics (Doxorubicin), biotherapeutics (DNA, siRNA), and positron emission tomography (PET) imaging applications.
Assessment of magnetic resonance spectroscopy variability across metabolites and field strengths
AbstractBackgroundMagnetic Resonance Spectroscopy (MRS) is a non‐invasive technique assessing the concentration of various metabolites within the brain, both cross‐sectionally to characterize disease type and severity, and longitudinally to assess disease progression and potential treatment efficacy in the context of disease‐modifying interventions. In such context, the involvement of multiple imaging facilities inevitably introduces variability, whose amount must be known to inform on comparability between sites and sensitivity to change. Our objective is to study variability in the concentration of various brain metabolites using a dedicated MRS phantom and assess impact of field strength.Methods30 sites are being considered to participate in an on‐going clinical trial in metachromatic leukodystrophy. Site qualification mandates the scanning of a dedicated MRS phantom. 30 of these HD‐polyethylene spheres were simultaneously manufactured and filled with the same mixture of chemicals mimicking main metabolite concentrations. To date, 14 sites provided data (5 1.5T scanners and 9 3T). All sites implemented a standardized single‐voxel MRS sequence. MRS voxel was placed within the phantom and acquisition repeated 3 times. Spectra were centrally analyzed using LCModel v6.3 and quality controlled by Bioclinica. Repeat acquisitions were requested for parameter deviations, voxel positioning and/or shimming issues. Results only include passing datasets. Coefficient of Variation (CV) was calculated for NAA/Cr, Cho/Cr, mI/Cr, Glx/Cr and Lac/Cr ratios for each site and overall. LCModel quality metrics (FHWM and S/N) were also extracted to assess spectra quality. Comparison between field strengths was carried out using t‐tests.ResultsAverage CV by site was 2.0% for NAA/Cr (2.5% at 1.5T and 1.8% at 3T), 2.4% for Cho/Cr, 3.0% for mI/Cr, 4.5% for Glx/Cr and 6.1% for Lac/Cr. CVs were generally lower at 3T (except for Lac/Cr) although difference was not significant. As expected, Signal‐to‐Noise was higher at 3T (p=0.05). Overall CV by metabolite across scanners was much higher (ranging from 4.6% for Cho/Cr up to 12.1% for Lac/Cr).ConclusionMRS measures of metabolite concentrations have low variability at scanner‐level, insensitive to field strength. Nevertheless, variability across sites is much higher and would require, if possible, cross‐calibration. These phantom data make such calibration possible and will improve sensitivity of subject data analyses.
Glutamatergic Correlates of Bipolar Symptoms in Adolescents
Objectives: Prior studies demonstrate elevated cortical glutamate (Glu) in patients with bipolar disorder (BD). Studies assessing neurochemistry in early stages of bipolar illness before the emergence of manic symptoms are lacking. This study aimed to examine neurochemical correlates measured by proton magnetic resonance spectroscopy ( 1 H-MRS) and a dimensional measure of bipolarity in a sample of depressed adolescents. Methods: Adolescent participants (aged 13–21 years) underwent a semistructured diagnostic interview and clinical assessment, which included the General Behavior Inventory Parent Version (P-GBI), a 73-item, parent-rated assessment of symptoms and behaviors. 1 H-MRS scans of a left dorsolateral prefrontal cortex (L-DLPFC) voxel (8 cm 3 ) were collected using a two-dimensional J -averaged sequence to assess N -acetylaspartate (NAA), Glu, Glx (glutamate + glutamine), and NAA/Glx concentrations. We used generalized linear models to assess the relationships between P-GBI scores and metabolite levels in L-DLPFC. Results: Thirty-six participants (17 healthy controls, 19 depressed) underwent 1 H-MRS scans and clinical evaluation with the P-GBI. There was a significant negative relationship between P-GBI score and L-DLPFC NAA/Glx in the whole sample. However, the magnitude of the effect was small and statistical significance was lost after correcting for multiple comparisons. Conclusions: These preliminary results suggest that NAA/Glx may have utility as a marker of bipolar traits in healthy and depressed adolescents. If replicated, 1 H-MRS measures of glutamatergic metabolism anomalies might have a role in identifying depressed adolescents at risk for mixed symptom presentations or BD. Identifying bipolarity in the early stages of the disease would have a significant impact on treatment planning and prognosis. Further longitudinal studies should examine neurochemical correlates of mood state during the developmental emergence of BD.
Deep neural network to locate and segment brain tumors outperformed the expert technicians who created the training data