Voxel-wise Linear Regression Research Articles

Omics-derived biological modules reflect metabolic brain changes in Alzheimer's disease.

Brain glucose hypometabolism, indexed by the fluorodeoxyglucose positron emission tomography ([18F]FDG-PET) imaging, is a metabolic signature of Alzheimer's disease (AD). However, the underlying biological pathways involved in these metabolic changes remain elusive. Here, we integrated [18F]FDG-PET images with blood and hippocampal transcriptomic data from cognitively unimpaired (CU, n=445) and cognitively impaired (CI, n=749) individuals using modular dimension reduction techniques and voxel-wise linear regression analysis. Our results showed that multiple transcriptomic modules are associated with brain [18F]FDG-PET metabolism, with the top hits being a protein serine/threonine kinase activity gene cluster (peak-t(223)=4.86, P value<0.001) and zinc-finger-related regulatory units (peak-t(223)=3.90, P value<0.001). By integrating transcriptomics with PET imaging data, we identified that serine/threonine kinase activity-associated genes and zinc-finger-related regulatory units are highly associated with brain metabolic changes in AD. We conducted an integrated analysis of system-based transcriptomics and fluorodeoxyglucose positron emission tomography ([18F]FDG-PET) at the voxel level in Alzheimer's disease (AD). The biological process of serine/threonine kinase activity was the most associated with [18F]FDG-PET in the AD brain. Serine/threonine kinase activity alterations are associated with brain vulnerable regions in AD [18F]FDG-PET. Zinc-finger transcription factor targets were associated with AD brain [18F]FDG-PET metabolism.

Association of Blood Pressure With Brain White Matter Microstructural Integrity Assessed With MRI Diffusion Tensor Imaging in Healthy Young Adults.

High blood pressure (BP) in middle-aged and older adults is associated with a brain white matter (WM) microstructural abnormality. However, little evidence is available in healthy young adults. We investigated the associations between high BP and WM microstructural integrity in young adults. This study included 1015 healthy young adults (542 women, 22-37 years) from the Human Connectome Project. Brachial systolic and diastolic BP were measured using a semiautomatic or manual sphygmomanometer. Diffusion-weighted magnetic resonance imaging was acquired to obtain diffusion tensor imaging metrics of free water (FW) content, FW-corrected WM fractional anisotropy, axial diffusivity, radial diffusivity, and mean diffusivity. Using whole-brain voxel-wise linear regression models and ANCOVA, we examined associations of BP and hypertension stage with diffusion tensor imaging metrics after adjusting for age, sex, education, body mass index, smoking status, alcohol consumption history, and differences in the b value used for diffusion magnetic resonance imaging. Systolic and diastolic BP of the sample (mean±SD) were 122.8±13.0 and 76.0±9.9 mm Hg, respectively. Associations of BP with diffusion tensor imaging metrics revealed regional heterogeneity for FW-corrected fractional anisotropy. High BP and high hypertension stage were associated with higher FW and lower FW-corrected axial diffusivity, FW-corrected radial diffusivity, and FW-corrected mean diffusivity. Moreover, associations of high diastolic BP and hypertension stage with high FW were found only in men not in women. High BP in young adults is associated with altered brain WM microstructural integrity, suggesting that high BP may have damaging effects on brain WM microstructural integrity in early adulthood, particularly in men.

Associations between vascular health, brain stiffness and global cognitive function.

Vascular brain injury results in loss of structural and functional connectivity and leads to cognitive impairment. Its various manifestations, including microinfarcts, microhaemorrhages and white matter hyperintensities, result in microstructural tissue integrity loss and secondary neurodegeneration. Among these, tissue microstructural alteration is a relatively early event compared with atrophy along the aging and neurodegeneration continuum. Understanding its association with cognition may provide the opportunity to further elucidate the relationship between vascular health and clinical outcomes. Magnetic resonance elastography offers a non-invasive approach to evaluate tissue mechanical properties, providing a window into the microstructural integrity of the brain. This retrospective study evaluated brain stiffness as a potential biomarker for vascular brain injury and its role in mediating the impact of vascular dysfunction on cognitive impairment. Seventy-five participants from the Mayo Clinic Study of Aging underwent brain imaging using a 3T MR imager with a spin-echo echo-planar imaging sequence for magnetic resonance elastography and T1- and T2-weighted pulse sequences. This study evaluated the effects of vascular biomarkers (white matter hyperintensities and cardiometabolic condition score) on brain stiffness using voxelwise analysis. Partial correlation analysis explored associations between brain stiffness, white matter hyperintensities, cardiometabolic condition and global cognition. Mediation analysis determined the role of stiffness in mediating the relationship between vascular biomarkers and cognitive performance. Statistical significance was set at P-values < 0.05. Diagnostic accuracy of magnetic resonance elastography stiffness for white matter hyperintensities and cardiometabolic condition was evaluated using receiver operator characteristic curves. Voxelwise linear regression analysis indicated white matter hyperintensities negatively correlate with brain stiffness, specifically in periventricular regions with high white matter hyperintensity levels. A negative association between cardiovascular risk factors and stiffness was also observed across the brain. No significant patterns of stiffness changes were associated with amyloid load. Global stiffness (µ) negatively correlated with both white matter hyperintensities and cardiometabolic condition when all other covariables including amyloid load were controlled. The positive correlation between white matter hyperintensities and cardiometabolic condition weakened and became statistically insignificant when controlling for other covariables. Brain stiffness and global cognition were positively correlated, maintaining statistical significance after adjusting for all covariables. These findings suggest mechanical alterations are associated with cognitive dysfunction and vascular brain injury. Brain stiffness significantly mediated the indirect effects of white matter hyperintensities and cardiometabolic condition on global cognition. Local cerebrovascular diseases (assessed by white matter hyperintensities) and systemic vascular risk factors (assessed by cardiometabolic condition) impact brain stiffness with spatially and statistically distinct effects. Global brain stiffness is a significant mediator between vascular disease measures and cognitive function, highlighting the value of magnetic resonance elastography-based mechanical assessments in understanding this relationship.

Plasma biomarkers in relation to spatial distribution of Alzheimer’s disease neuropathology

AbstractBackgroundThe clinical utility of plasma biomarkers will in part be based on the information they convey regarding the distribution of neuropathology, especially beyond the information provided by demographics. We examined the associations of plasma biomarkers with cerebral amyloid and tau pathology determined by positron emission tomography (PET).MethodIn the Baltimore Longitudinal Study of Aging, plasma Aß42/Aß40, glial fibrillary acidic protein (GFAP), and neurofilament light chain (NfL) concentrations were measured using Quanterix Simoa assays. Plasma concentrations of phosphorylated tau at threonine 181 (p‐tau181) and at 231 (p‐tau231) were measured using in‐house Simoa assays at University of Gothenburg. Using voxelwise linear regression models, we investigated cross‐sectional associations of plasma biomarkers with brain fibrillar amyloid and phosphorylated tau pathology as measured by PET with 11C‐Pittsburgh compound B (PiB) conducted on a GE Advance scanner (N = 189) and 18F‐flortaucipir (FTP) conducted on a Siemens High Resolution Research Tomograph (N = 107), respectively. In addition to unadjusted analyses, we conducted analyses adjusting for age, sex, and race. Results were corrected for multiple comparisons using permutation test‐based threshold‐free cluster enhancement (TFCE).ResultLower plasma Aß42/Aß40 was associated with higher PiB distribution volume ratio (DVR) in the unadjusted model, but not in the adjusted model (Figure 1). The remaining plasma biomarkers exhibited statistically significant positive associations with PiB DVR in both unadjusted and adjusted models. The plasma biomarker with the strongest and most widespread association with PiB DVR was p‐tau231 (Figure 2). Both p‐tau biomarkers exhibited statistically significant associations with FTP standardized uptake value ratio (SUVR) in both unadjusted and adjusted models. Aß42/Aß40, GFAP, and NfL did not exhibit statistically significant associations with FTP SUVR. Associations of p‐tau biomarkers with PiB DVR were stronger and more widespread than with FTP SUVR. We did not find any statistically significant associations when we repeated the analyses separately by binary PiB group.ConclusionPlasma biomarkers convey information beyond age, sex, and race in relation to the cerebral distribution of amyloid, and to a lesser extent, tau. The smaller sample size of our FTP PET study might in part explain the weaker associations we observed with FTP SUVR compared to PiB DVR.

Regional differences in the link between water exchange rate across the blood–brain barrier and cognitive performance in normal aging

The blood–brain barrier (BBB) undergoes functional changes with aging which may contribute to cognitive decline. A novel, diffusion prepared arterial spin labeling-based MRI technique can measure the rate of water exchange across the BBB (kw) and may thus be sensitive to age-related alterations in water exchange at the BBB. However, studies investigating relationships between kw and cognition have reported different directions of association. Here, we begin to investigate the direction of associations between kw and cognition in different brain regions, and their possible underpinnings, by evaluating links between kw, cognitive performance, and MRI markers of cerebrovascular dysfunction and/or damage. Forty-seven healthy older adults (age range 61–84) underwent neuroimaging to obtain whole-brain measures of kw, cerebrovascular reactivity (CVR), and white matter hyperintensity (WMH) volumes. Additionally, participants completed uniform data set (Version 3) neuropsychological tests of executive function (EF) and episodic memory (MEM). Voxel-wise linear regressions were conducted to test associations between kw and cognitive performance, CVR, and WMH volumes. We found that kw in the frontoparietal brain regions was positively associated with cognitive performance but not with CVR or WMH volumes. Conversely, kw in the basal ganglia was negatively associated with cognitive performance and CVR and positively associated with regional, periventricular WMH volume. These regionally dependent associations may relate to different physiological underpinnings in the relationships between kw and cognition in neocortical versus subcortical brain regions in older adults.

Altered functional connectivity between cortical networks associated with inhibitory control in trauma-exposed females

Post-traumatic stress disorder (PTSD) is associated with impaired inhibitory control and alterations in large-scale brain network connectivity. However, few studies to date have examined the construct of inhibitory control as it relates to resting-state functional connectivity (rsFC) in a population with PTSD or trauma-exposure. The present study investigated the relationship between impaired inhibitory control and rsFC within the default mode network (DMN), central executive network (CEN), and salience network (SN) in a sample of females exposed to interpersonal trauma with and without PTSD (n = 67). Participants completed a classic Color-Word Stroop task as a measure of inhibitory control and two resting-state fMRI scans. We conducted voxelwise rsFC analyses with seed regions in the DMN, CEN, and SN and voxelwise linear regression analyses to examine the relationship between inhibitory control and rsFC of these networks across the sample. Better Stroop performance was negatively associated with total self-reported PTSD symptoms. An analysis of PTSD symptom clusters indicated that better Stroop performance was also associated with re-experiencing and hyperarousal symptoms, but not avoidance PTSD symptoms. Decreased coupling between the CEN and the DMN was associated with better inhibitory control in this sample of trauma-exposed females. These findings lend support to the hypothesis that efficient switching between these networks may contribute to better performance on cognitive and attentional tasks in trauma-exposed individuals.

Structural Integrity and Functional Neural Activity Associated with Oral Language Function after Stroke.

(1) Background: The impairment of language function after a stroke is common. It is unclear how the brain reorganizes for language function after cerebral infarction. The aim of this observational study is to investigate the association of structural integrity and functional neural activity with language function in aphasic patients with middle cerebral artery infarction. (2) Methods: Magnetic resonance images and scores from the Western Aphasia Battery on 20 patients were retrieved from medical records. A Voxel-wise linear regression analysis was performed using fractional anisotropy maps or the fractional amplitude of low-frequency fluctuation maps as dependent variables and scores of oral language function as independent variables while controlling for age and time elapsed after stroke. (3) Results: Spontaneous speech was positively associated with fractional anisotropy in the left dorsal stream and the right posterior corpus callosum and with the fractional amplitude of the low-frequency fluctuation of cranial nuclei in the pontomedullary junction. Comprehension was positively associated with the left ventral stream. Naming was positively associated with the left ventral stream and the bilateral occipitofrontal fasciculus, as well as with the fractional amplitude of low-frequency fluctuation of the supramarginal gyrus in the left hemisphere. (4) Conclusions: The dorsal and ventral streams are important for articulation and meaning after the reorganization of neural circuits following stroke. Subdomains of oral language function with a visual component are dependent on the visual association areas located in the right hemisphere.

Spatial pattern of R 2 relaxation rate is associated with limbic‐predominant, age‐related, TDP‐43 encephalopathy neuropathological change (LATE‐NC)

Limbic predominant age-related TDP-43 encephalopathy neuropathological change (LATE-NC) refers to the stereotypical accumulation of TDP-43 proteinopathy in older adults, and has been associated with lower memory, cognitive decline and increased likelihood of dementia. However, association of R2 with LATE-NC is still unclear. In this work, we examined the association and spatial profile of R2 alterations with LATE-NC in a large community cohort of older adults. This study included 797 individuals participating in three longitudinal studies: Rush Memory and Aging Project, Religious Orders Study, and Minority Aging Research Study (Fig. 1). Ex-vivo images were collected using a 2D multi-echo spin-echo (ME-SE) sequence. Afterwards, detailed neuropathologic examination was performed by a board-certified neuropathologist blinded to all data (Fig. 2). The R2 relaxation rate was quantified voxel-wise by fitting a monoexponential decay function S = S0 ∙exp(-R2 ∙t) to the ME-SE data. Images from one of the echoes were non-linearly registered to a brain template, and the resulting transformations were applied to the R2 -maps to enable voxel-wise analysis. Voxel-wise linear regression was used to investigate the association of R2 relaxation rate with LATE-NC controlling for Alzheimer's pathology, Lewy bodies, gross and microscopic infarcts, atherosclerosis, cerebral amyloid angiopathy, arteriolosclerosis, as well as age at death, sex, years of education, postmortem interval to fixation and postmortem interval to imaging, and scanner. Statistical significance was set at p<0.05. Voxel-wise analysis demonstrated lower R2 for greater LATE-NC burden in a number of brain regions in the temporal, frontal, occipital lobes and basal ganglia (Fig. 3). The strongest effects were observed in the amygdala, hippocampus, and neighboring temporal lobe regions. In addition, lower R2 with greater LATE-NC burden was demonstrated in the caudate, insular, frontal and occipital white matter regions. No brain regions showed positive associations of R2 with LATE-NC. The present study demonstrated a spatial pattern of lower R2 relaxation rate for greater LATE-NC burden in a large community cohort of older adults. This pattern involved mainly the temporal, frontal, occipital lobes and basal ganglia. The link between R2 and LATE-NC may be exploited towards the development of algorithms for the prediction of this devastating, recently recognized disease entity.

Association between Benton Visual Retention Test Scores and PET Imaging in Elderly Adults.

The Benton Visual Retention Test (BVRT) is a well-validated and reliable test for assessing visual memory and visuospatial function. However, the association between the BVRT score and imaging biomarker of Alzheimer's disease (AD) remains unclear. This study examined whether the BVRT score is associated with brain amyloid burden and cortical glucose metabolism in elderly adults without dementia. A total of 69 elderly adults without dementia, including 45 subjects with amnestic mild cognitive impairment and 24 cognitively healthy adults, underwent the BVRT and 11C-Pittsburgh compound B (PiB) and 18F-fluorodeoxyglucose (FDG) positron emission tomography. The correct scores in the BVRT were used for analyses. A multiple linear regression analysis was conducted to investigate the relationship between BVRT scores and PiB or FDG uptake. Moreover, a voxel-wise linear regression analysis of the association between BVRT scores and PiB or FDG uptake was conducted using Statistical Parametric Mapping. After adjusting for age, sex, education, and ApoE4 status, the BVRT scores were inversely correlated with the mean PiB uptake (β = -0.35, P = 0.003), whereas they were positively correlated with FDG uptake (β = 0.266, P = 0.038). Moreover, the BVRT scores were inversely correlated with amyloid burden in the right superior temporal and superior frontal gyri and the left parietal lobe, whereas they were positively correlated with cortical glucose metabolism in the right posterior cingulate and milled temporal gyri, left temporoparietal lobe, and right superior frontal gyrus. BVRT scores are correlated with brain amyloid burden and cortical glucose metabolism, mainly in regions commonly affected in AD.

Brain Connectivity Affecting Gait Function After Unilateral Supratentorial Stroke.

Gait dysfunction is a leading cause of long-term disability after stroke. The mechanisms underlying recovery of gait function are unknown. We retrospectively evaluated the association between structural connectivity and gait function in 127 patients with unilateral supratentorial stroke (>1 month after stroke). All patients underwent T1-weighted, diffusion tensor imaging and functional ambulation categorization. Voxel-wise linear regression analyses of the images were conducted using fractional anisotropy, mean diffusivity, and mode of anisotropy mapping as dependent variables, while the functional ambulation category was used as an independent variable with age and days after stroke as covariates. The functional ambulation category was positively associated with increased fractional anisotropy in the lesioned cortico-ponto-cerebellar system, corona radiata of the non-lesioned corticospinal tract pathway, bilateral medial lemniscus in the brainstem, and the corpus callosum. The functional ambulation category was also positively associated with increased mode of anisotropy in the lesioned posterior corpus callosum. In conclusion, structural connectivity associated with motor coordination and feedback affects gait function after stroke. Diffusion tensor imaging for evaluating structural connectivity can help to predict gait recovery and target rehabilitation goals after stroke.

Plasma levels of phosphorylated tau 181 are associated with cerebral metabolic dysfunction in cognitively impaired and amyloid-positive individuals.

Alzheimer’s disease biomarkers are primarily evaluated through MRI, PET and CSF methods in order to diagnose and monitor disease. Recently, advances in the assessment of blood-based biomarkers have shown promise for simple, inexpensive, accessible and minimally invasive tools with diagnostic and prognostic value for Alzheimer’s disease. Most recently, plasma phosphorylated tau181 has shown excellent performance. The relationship between plasma phosphorylated tau181 and cerebral metabolic dysfunction assessed by [18F]fluorodeoxyglucose PET in Alzheimer’s disease is still unknown. This study was performed on 892 older individuals (297 cognitively unimpaired; 595 cognitively impaired) from the Alzheimer’s Disease Neuroimaging Initiative cohort. Plasma phosphorylated tau181 was assessed using single molecular array technology and metabolic dysfunction was indexed by [18F]fluorodeoxyglucose PET. Cross-sectional associations between plasma and CSF phosphorylated tau181 and [18F]fluorodeoxyglucose were assessed using voxelwise linear regression models, with individuals stratified by diagnostic group and by β-amyloid status. Associations between baseline plasma phosphorylated tau181 and longitudinal (24 months) rate of brain metabolic decline were also assessed in 389 individuals with available data using correlations and voxelwise regression models. Plasma phosphorylated tau181 was elevated in β-amyloid positive and cognitively impaired individuals as well as in apolipoprotein E ε4 carriers and was significantly associated with age, worse cognitive performance and CSF phosphorylated tau181. Cross-sectional analyses showed strong associations between plasma phosphorylated tau181 and [18F]fluorodeoxyglucose PET in cognitively impaired and β-amyloid positive individuals. Voxelwise longitudinal analyses showed that baseline plasma phosphorylated tau181 concentrations were significantly associated with annual rates of metabolic decline in cognitively impaired individuals, bilaterally in the medial and lateral temporal lobes. The associations between plasma phosphorylated tau181 and reduced brain metabolism, primarily in cognitively impaired and in β-amyloid positive individuals, supports the use of plasma phosphorylated tau181 as a simple, low-cost, minimally invasive and accessible tool to both assess current and predict future metabolic dysfunction associated with Alzheimer’s disease, comparatively to PET, MRI and CSF methods.

Functional connectivity differences in Alzheimer's disease and amnestic mild cognitive impairment associated with AT(N) classification and anosognosia

Alzheimer's continuum biological profiles (A+T−N−, A+T+N−, A+T−N+, and A+T+N+) were established in the 2018 National Institute on Aging and Alzheimer's Association research framework for Alzheimer's disease (AD). We aim to assess the relation between AT(N) biomarker profiles and brain functional connectivity (FC) and assess the neural correlates of anosognosia. We assessed local functional coupling and between-network connectivity through between-group intrinsic local correlation and independent component analyses. The neural correlates of anosognosia were assessed via voxel-wise linear regression analysis in prodromal AD. Statistical significance for the FC analysis was set at p ≤ 0.05 false discovery rate (FDR)-corrected for cluster size. One hundred and twenty-one and 73 participants were included in the FC and the anosognosia analysis, respectively. The FC in the default mode network is greater in prodromal AD than AD with dementia (i.e., local correlation: T = 8.26, p-FDR < 0.001, k = 1179; independent component analysis: cerebellar network, T = 4.01, p-FDR = 0.0012, k = 493). The default mode network is persistently affected in the early stages of Alzheimer's biological continuum. The anterior cingulate cortex (T = 2.52, p-FDR = 0.043, k = 704) is associated with anosognosia in prodromal AD.

Estrogen, brain structure, and cognition in postmenopausal women.

Declining estrogen levels before, during, and after menopause can affect memory and risk for Alzheimer's disease. Undesirable side effects of hormone variations emphasize a role for hormone therapy (HT) where possible benefits include a delay in the onset of dementia—yet findings are inconsistent. Effects of HT may be mediated by estrogen receptors found throughout the brain. Effects may also depend on lifestyle factors, timing of use, and genetic risk. We studied the impact of self‐reported HT use on brain volume in 562 elderly women (71–94 years) with mixed cognitive status while adjusting for aforementioned factors. Covariate‐adjusted voxelwise linear regression analyses using a model with 16 predictors showed HT use as positively associated with regional brain volumes, regardless of cognitive status. Examinations of other factors related to menopause, oophorectomy and hysterectomy status independently yielded positive effects on brain volume when added to our model. One interaction term, HTxBMI, out of several examined, revealed significant negative association with overall brain volume, suggesting a greater reduction in brain volume than BMI alone. Our main findings relating HT to regional brain volume were as hypothesized, but some exploratory analyses were not in line with existing hypotheses. Studies suggest lower levels of estrogen resulting from oophorectomy and hysterectomy affect brain volume negatively, and the addition of HT modifies the relation between BMI and brain volume positively. Effects of HT may depend on the age range assessed, motivating studies with a wider age range as well as a randomized design.

Framing potential for adverse effects of repetitive subconcussive impacts in soccer in the context of athlete and non-athlete controls.

The benefits of athletic activity may be attenuated by sport-related head impacts, including soccer-related concussion and subconcussive events. The purpose of this study is to characterize the specific effects of soccer heading on white matter microstructure and cognitive function, independent of concussion, relative to non-athlete controls and relative to active athletes who are not involved in collision sports. 246 amateur soccer players, 72 non-contact/non-collision sports athletes and 110 healthy,non-athlete controls were included in the study, and underwent cognitive testing and 3T diffusion tensor imaging (DTI). Voxelwise linear regression, comparing soccer players and non-contact/non-collision sports athletes healthy,non-athlete controls, identified regions of abnormally low and high fractional anisotropy (FA), axial diffusivity (AD), radial diffusivity (RD) and mean diffusivity (MD) in athlete participants. Generalized estimating equations were used to examine the effects of 2 week and 1 year heading exposure quartile on cognitive performance and on the volume of each high and each low DTI parameter. Athletes with no or lower exposure to repetitive heading exhibited greater expression of low RD, greater expression of high FA and better performance on tasks of attention, processing speed, verbal memory, and working memory compared to non-athletes. Soccer players with the highest exposure to repetitive head impacts, however, did not differ significantly from healthy, non-athletes on either micro-structural features or cognitive performance, findings not explained by concussion history or demographic factors. These results are consistent with the notion that beneficial effects of athletic conditioning or training on brain structure and function may be attenuated by exposure to repeated subconcussive head impacts.

Brain connectivity and socioeconomic status at birth and externalizing symptoms at age 2 years

Low childhood socioeconomic status (SES) predisposes individuals to altered trajectories of brain development and increased rates of mental illness. Brain connectivity at birth is associated with psychiatric outcomes. We sought to investigate whether SES at birth is associated with neonatal brain connectivity and if these differences account for socioeconomic disparities in infant symptoms at age 2 years that are predictive of psychopathology. Resting state functional MRI was performed on 75 full-term and 37 term-equivalent preterm newborns (n = 112). SES was characterized by insurance type, the Area Deprivation Index, and a composite score. Seed-based voxelwise linear regression related SES to whole-brain functional connectivity of five brain regions representing functional networks implicated in psychiatric illnesses and affected by socioeconomic disadvantage: striatum, medial prefrontal cortex (mPFC), ventrolateral prefrontal cortex (vlPFC), and dorsal anterior cingulate cortex. Lower SES was associated with differences in striatum and vlPFC connectivity. Striatum connectivity with frontopolar and medial PFC mediated the relationship between SES and behavioral inhibition at age 2 measured by the Infant-Toddler Social Emotional Assessment (n = 46). Striatum-frontopolar connectivity mediated the relationship between SES and externalizing symptoms. These results, convergent across three SES metrics, suggest that neurodevelopmental trajectories linking SES and mental illness may begin as early as birth.

Interaction of circulating GLP-1 and the response of the dorsolateral prefrontal cortex to food-cues predicts body weight development

ObjectivesThis study evaluated the impact of the interaction between the anorexigenic incretin hormone glucagon-like peptide-1 (GLP-1) and reward-related brain activity in the dorsolateral prefrontal cortex (DLPFC), a key area of behavioral control, on future weight loss in obese individuals. MethodsWe performed a weight loss-weight maintenance intervention study over 27 months. We applied an fMRI food-cue reactivity paradigm during which the participants were passively exposed to food pictures to evaluate neuronal activity in the DLPFC. Additionally, we measured concentrations of circulating GLP-1 levels during a standard oral glucose tolerance test. Phenotyping was performed consecutively before and after a 3-month low-calorie diet as well as after a randomized 12-month trial, investigating the effect of a combined behavioral intervention on body weight maintenance. Participants were then followed-up for another 12 months without further intervention. ResultsUsing voxel-wise linear mixed-effects regression analyses, we evaluated 56 measurements and identified a strong interaction between circulating, endogenous GLP-1 levels and DLPFC activity predicting body weight change over the total observation period (t = −6.17, p = 1.6 · 10−7). While neither the GLP-1 nor the DLPFC response individually predicted the subsequent weight change, participants achieved body weight loss when the GLP-1 and the DLPFC responses occurred concurrently. ConclusionsOur data demonstrate an interaction between a peripheral hormonal signal and central nervous activity as robust predictor of body weight change throughout the different periods of a long-term life-style intervention. The preeminent role of their interdependency compared to the partly ambivalent effects of the single components argues for integrative approaches to improve sensitivity and reliability of weight prediction conventionally based on individual biomarkers.

Differences in Brain Areas Affecting Language Function After Stroke.

Background and Purpose- Brain areas associated with functional improvement differ between acute and chronic phases after stroke. This study investigated brain areas associated with language function, according to time after stroke. Methods- Patients with aphasia after stroke were divided into subacute (≤3 months after stroke, 17 patients) and chronic groups (>12 months after stroke, 23 patients). Voxel-wise linear regression analyses in each group were conducted by using fractional anisotropy mapping in diffusion tensor images as a dependent variable, while scores of spontaneous speech, comprehension, repetition, and naming were used as independent variables. Results- Structural connectivity in the left dorsal pathway (eg, superior temporal gyrus, inferior parietal lobule, and superior longitudinal fasciculus) was positively associated with spontaneous speech, repetition, and naming, whereas structural connectivity in the corona radiata, internal capsule, and corpus callosum of the right hemisphere was negatively associated with language function in the subacute phase. Comprehension was associated with the left superior temporal gyrus and the right corona radiata in the subacute phase and the right corpus callosum in the chronic phase (PFWE<0.05). Conclusions- More lateralized language function related to the dorsal pathway was influenced in the bilateral brain areas in the subacute phase but not in the chronic phase. Less lateralized language function related to the ventral pathway was influenced in the bilateral brain areas during both subacute and chronic phases after stroke.

Cannabis-Associated Psychotic-like Experiences Are Mediated by Developmental Changes in the Parahippocampal Gyrus

Cannabis consumption during adolescence has been reported as a risk factor for psychotic-like experiences (PLEs) and schizophrenia. However, brain developmental processes associated with cannabis-related PLEs are still poorly described. A total of 706 adolescents from the general population who were recruited by the IMAGEN consortium had structural magnetic resonance imaging scans at both 14 and 19 years of age. We used deformation-based morphometry to map voxelwise brain changes between the two time points, using the pairwise algorithm in SPM12b. We used an a priori region-of-interest approach focusing on the hippocampus/parahippocampus to perform voxelwise linear regressions. Lifetime cannabis consumption was assessed using the European School Survey Project on Alcohol and other Drugs (ESPAD), and PLEs were assessed with the Comprehensive Assessment Psychotic-like experiences (CAPE) tool. We first tested whether hippocampus/parahippocampus development was associated with PLEs. Then we formulated and tested an a priori simple mediation model in which uncus development mediates the association between lifetime cannabis consumption and PLEs. We found that PLEs were associated with reduced expansion within a specific region of the right hippocampus/parahippocampus formation, the uncus (p= .002 at the cluster level, p= .018 at the peak level). The partial simple mediation model revealed a significant total effect from lifetime cannabis consumption to PLEs (b= 0.069, 95% CI= 0.04-0.1, p=2× 10-16), as well as a small yet significant, indirect effect of right uncus development (0.004; 95% CI= 0.0004-0.01, p= .026). We show here that the uncus development is involved in the cerebral basis of PLEs in a population-based sample of healthy adolescents.

18F]FLORTAUCIPIR BINDING STRONGLY CORRELATES TO COGNITION ACROSS THE CLINICAL ALZHEIMER’S DISEASE CONTINUUM, INDEPENDENTLY OF CSF TAU

Tau pathology can be measured in cerebrospinal fluid (CSF) and by [18F]flortaucipir PET in vivo. The aim of this study was twofold. First we examined associations between CSF total tau (t-tau) and phosphorylated tau(p-tau) with [18F]flortaucipir PET across the clinical Alzheimer's disease (AD) continuum, and second we investigated associations of CSF-tau and [18F]flortaucipir PET with cognitive performance. We included 51 MCI/ AD patients (all amyloid-positive, age: 65±6 years, MMSE: 24±4) and 24 subjective cognitive decline(SCD) subjects (28% amyloid-positive, age: 65±6 years, MMSE: 28±1, Table-1). Dynamic 130 minute [18F]flortaucipir PET scans were performed to generate global binding potential (BPND) images using receptor parametric mapping. Cognitive assessment consisted of MMSE and composite scores of four cognitive domains. Linear regressions and voxel-wise linear regressions were used to investigate associations between CSF-tau and tau-PET; adjusted for age, sex and time lag between lumbar puncture(LP) and tau-PET. Linear regression models were used to assess the relationships between CSF-tau and tau-PET with cognition(model 1; separate models for CSF and PET) and assessed the independent effects of CSF t-tau and tau-PET on cognition(model 2, with both CSF t-tau and [18F]flortaucipir BPND as predictor). Models were adjusted for age, sex, education and time lag between assessments. Overall, global [18F]flortaucipir BPND was positively correlated with CSF p-tau (r=0.55) and t-tau (r=0.59). Within groups, correlations were stronger for SCD subjects than MCI/AD patients (r=0.76 for p-tau; r=0.81 for t-tau vs. r=0.38 for p-tau; r=0.42 for t-tau, Figure-1). Voxel-wise analyses across all subjects showed significant associations between widespread cortical [18F]flortaucipir binding (right>left) and CSF-tau, whereas in SCD a temporoparietal pattern was seen(Figure-2). When entered simultaneously (model 2), global [18F]flortaucipir BPND, but not CSF tau biomarkers, was associated with MMSE and all four cognitive domains across all subjects. In MCI/AD, worse MMSE, attention and executive functions were only associated with global [18F]flortaucipir BPND(Table-2).

Longitudinal In Vivo Diffusion Magnetic Resonance Imaging Remote from the Lesion Site in Rat Spinal Cord Injury.

Diffusion tensor imaging (DTI) has demonstrated success as a biomarker of spinal cord injury (SCI) severity as shown from numerous pre-clinical studies. However, artifacts from stabilization hardware at the lesion have precluded its use for longitudinal assessments. Previous research has documented ex vivo diffusion changes in the spinal cord both caudal and cranial to the injury epicenter. The aim of this study was to use a rat contusion model of SCI to evaluate the utility of in vivo cervical DTI after a thoracic injury. Forty Sprague-Dawley rats underwent a thoracic contusion (T8) of mild, moderate, severe, or sham severity. Magnetic resonance imaging (MRI) of the cervical cord was performed at 2, 30, and 90 days post-injury, and locomotor performance was assessed weekly using the Basso, Bresnahan, and Beattie (BBB) scoring scale. The relationships between BBB scores and MRI were assessed using region of interest analysis and voxel-wise linear regression of DTI, and free water elimination (FWE) modeling to reduce partial volume effects. At 90 days, axial diffusivity (ADFWE), mean diffusivity (MDFWE), and free water fraction (FWFFWE) using the FWE model were found to be significantly correlated with BBB score. FWE was found to be more predictive of injury severity than conventional DTI, specifically at later time-points. This study validated the use of FWE technique in spinal cord and demonstrated its sensitivity to injury remotely.