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1.
Nat Commun ; 15(1): 4791, 2024 Jun 05.
Article in English | MEDLINE | ID: mdl-38839754

ABSTRACT

The planum temporale (PT), a key language area, is specialized in the left hemisphere in prelinguistic infants and considered as a marker of the pre-wired language-ready brain. However, studies have reported a similar structural PT left-asymmetry not only in various adult non-human primates, but also in newborn baboons. Its shared functional links with language are not fully understood. Here we demonstrate using previously obtained MRI data that early detection of PT left-asymmetry among 27 newborn baboons (Papio anubis, age range of 4 days to 2 months) predicts the future development of right-hand preference for communicative gestures but not for non-communicative actions. Specifically, only newborns with a larger left-than-right PT were more likely to develop a right-handed communication once juvenile, a contralateral brain-gesture link which is maintained in a group of 70 mature baboons. This finding suggests that early PT asymmetry may be a common inherited prewiring of the primate brain for the ontogeny of ancient lateralised properties shared between monkey gesture and human language.


Subject(s)
Animals, Newborn , Functional Laterality , Gestures , Magnetic Resonance Imaging , Animals , Functional Laterality/physiology , Female , Male , Papio anubis , Temporal Lobe/physiology , Temporal Lobe/diagnostic imaging , Language
2.
Nat Commun ; 15(1): 4803, 2024 Jun 05.
Article in English | MEDLINE | ID: mdl-38839876

ABSTRACT

Our current understanding of the spread and neurodegenerative effects of tau neurofibrillary tangles (NFTs) within the medial temporal lobe (MTL) during the early stages of Alzheimer's Disease (AD) is limited by the presence of confounding non-AD pathologies and the two-dimensional (2-D) nature of conventional histology studies. Here, we combine ex vivo MRI and serial histological imaging from 25 human MTL specimens to present a detailed, 3-D characterization of quantitative NFT burden measures in the space of a high-resolution, ex vivo atlas with cytoarchitecturally-defined subregion labels, that can be used to inform future in vivo neuroimaging studies. Average maps show a clear anterior to poster gradient in NFT distribution and a precise, spatial pattern with highest levels of NFTs found not just within the transentorhinal region but also the cornu ammonis (CA1) subfield. Additionally, we identify granular MTL regions where measures of neurodegeneration are likely to be linked to NFTs specifically, and thus potentially more sensitive as early AD biomarkers.


Subject(s)
Alzheimer Disease , Magnetic Resonance Imaging , Neurofibrillary Tangles , Temporal Lobe , tau Proteins , Humans , Alzheimer Disease/diagnostic imaging , Alzheimer Disease/metabolism , Alzheimer Disease/pathology , Temporal Lobe/diagnostic imaging , Temporal Lobe/metabolism , Temporal Lobe/pathology , tau Proteins/metabolism , Male , Female , Aged , Magnetic Resonance Imaging/methods , Neurofibrillary Tangles/metabolism , Neurofibrillary Tangles/pathology , Aged, 80 and over , Autopsy , Neuroimaging/methods , Middle Aged , Postmortem Imaging
3.
Neurology ; 102(12): e209447, 2024 Jun 25.
Article in English | MEDLINE | ID: mdl-38810211

ABSTRACT

BACKGROUND AND OBJECTIVES: Self-reported cognitive decline is an early behavioral manifestation of Alzheimer disease (AD) at the preclinical stage, often believed to precede concerns reported by a study partner. Previous work shows cross-sectional associations with ß-amyloid (Aß) status and self-reported and study partner-reported cognitive decline, but less is known about their associations with tau deposition, particularly among those with preclinical AD. METHODS: This cross-sectional study included participants from the Anti-Amyloid Treatment in Asymptomatic AD/Longitudinal Evaluation of Amyloid Risk and Neurodegeneration studies (N = 444) and the Harvard Aging Brain Study and affiliated studies (N = 231), which resulted in a cognitively unimpaired (CU) sample of individuals with both nonelevated (Aß-) and elevated Aß (Aß+). All participants and study partners completed the Cognitive Function Index (CFI). Two regional tau composites were derived by averaging flortaucipir PET uptake in the medial temporal lobe (MTL) and neocortex (NEO). Global Aß PET was measured in Centiloids (CLs) with Aß+ >26 CL. We conducted multiple linear regression analyses to test associations between tau PET and CFI, covarying for amyloid, age, sex, education, and cohort. We also controlled for objective cognitive performance, measured using the Preclinical Alzheimer Cognitive Composite (PACC). RESULTS: Across 675 CU participants (age = 72.3 ± 6.6 years, female = 59%, Aß+ = 60%), greater tau was associated with greater self-CFI (MTL: ß = 0.28 [0.12, 0.44], p < 0.001, and NEO: ß = 0.26 [0.09, 0.42], p = 0.002) and study partner CFI (MTL: ß = 0.28 [0.14, 0.41], p < 0.001, and NEO: ß = 0.31 [0.17, 0.44], p < 0.001). Significant associations between both CFI measures and MTL/NEO tau PET were driven by Aß+. Continuous Aß showed an independent effect on CFI in addition to MTL and NEO tau for both self-CFI and study partner CFI. Self-CFI (ß = 0.01 [0.001, 0.02], p = 0.03), study partner CFI (ß = 0.01 [0.003, 0.02], p = 0.01), and the PACC (ß = -0.02 [-0.03, -0.01], p < 0.001) were independently associated with MTL tau, but for NEO tau, PACC (ß = -0.02 [-0.03, -0.01], p < 0.001) and study partner report (ß = 0.01 [0.004, 0.02], p = 0.002) were associated, but not self-CFI (ß = 0.01 [-0.001, 0.02], p = 0.10). DISCUSSION: Both self-report and study partner report showed associations with tau in addition to Aß. Additionally, self-report and study partner report were associated with tau above and beyond performance on a neuropsychological composite. Stratification analyses by Aß status indicate that associations between self-reported and study partner-reported cognitive concerns with regional tau are driven by those at the preclinical stage of AD, suggesting that both are useful to collect on the early AD continuum.


Subject(s)
Amyloid beta-Peptides , Cognitive Dysfunction , Positron-Emission Tomography , tau Proteins , Humans , Female , Male , Aged , tau Proteins/metabolism , Cognitive Dysfunction/metabolism , Cognitive Dysfunction/diagnostic imaging , Cognitive Dysfunction/etiology , Cross-Sectional Studies , Aged, 80 and over , Amyloid beta-Peptides/metabolism , Alzheimer Disease/metabolism , Alzheimer Disease/diagnostic imaging , Self Report , Cohort Studies , Temporal Lobe/metabolism , Temporal Lobe/diagnostic imaging , Middle Aged , Neocortex/metabolism , Neocortex/diagnostic imaging
4.
PLoS One ; 19(5): e0302375, 2024.
Article in English | MEDLINE | ID: mdl-38701103

ABSTRACT

There are numerous reports of enhanced or emerged visual arts abilities in patients with semantic impairment. These reports led to the theory that a loss of function on the language side of the brain can result in changes of ability to draw and/or to paint. Further, the left posterior middle temporal gyrus (l-pMTG) has been revealed to contribute to the higher control semantic mechanisms with objects recognition and integration of visual information, within a widely distributed network of the left hemisphere. Nevertheless, the theory has not been fully studied in neural bases. The aim of this study is to examine role of the l-pMTG on shape recognition and its reconstruction within drawing behavior, by using a combining method of the repetitive transcranial magnetic stimulation (rTMS) and functional near-infrared spectroscopy (fNIRS). Eighteen healthy participants received a low frequency inhibitory rTMS to their l-pMTG during the drawing task of the Benton Visual Retention Test (BVRT). There was a significant decrease of the mean accuracy of reproductions in the Complex designs of the BVRT, compared to the Simple and Medium designs. The fNIRS data showed strong negative correlations with the results of the BVRT. Though our hypothesis had a contradiction that rTMS would have inhibited the brain activity in the stimulated site, the results suggest that shape recognition and its reconstruction such as the BVRT require neural activations of the l-TL as well as that of the l-pMTG.


Subject(s)
Spectroscopy, Near-Infrared , Temporal Lobe , Transcranial Magnetic Stimulation , Humans , Transcranial Magnetic Stimulation/methods , Temporal Lobe/physiology , Temporal Lobe/diagnostic imaging , Spectroscopy, Near-Infrared/methods , Male , Female , Adult , Young Adult , Pattern Recognition, Visual/physiology , Brain Mapping/methods
5.
Alzheimers Res Ther ; 16(1): 112, 2024 May 18.
Article in English | MEDLINE | ID: mdl-38762725

ABSTRACT

BACKGROUND: Alzheimer's disease (AD) is characterized by the accumulation of amyloid-ß (Aß) plaques, neurofibrillary tau tangles, and neurodegeneration in the brain parenchyma. Here, we aimed to (i) assess differences in blood and imaging biomarkers used to evaluate neurodegeneration among cognitively unimpaired APOE ε4 homozygotes, heterozygotes, and non-carriers with varying risk for sporadic AD, and (ii) to determine how different cerebral pathologies (i.e., Aß deposition, medial temporal atrophy, and cerebrovascular pathology) contribute to blood biomarker concentrations in this sample. METHODS: Sixty APOE ε4 homozygotes (n = 19), heterozygotes (n = 21), and non-carriers (n = 20) ranging from 60 to 75 years, were recruited in collaboration with Auria biobank (Turku, Finland). Participants underwent Aß-PET ([11C]PiB), structural brain MRI including T1-weighted and T2-FLAIR sequences, and blood sampling for measuring serum neurofilament light chain (NfL), plasma total tau (t-tau), plasma N-terminal tau fragments (NTA-tau) and plasma glial fibrillary acidic protein (GFAP). [11C]PiB standardized uptake value ratio was calculated for regions typical for Aß accumulation in AD. MRI images were analysed for regional volumes, atrophy scores, and volumes of white matter hyperintensities. Differences in biomarker levels and associations between blood and imaging biomarkers were tested using uni- and multivariable linear models (unadjusted and adjusted for age and sex). RESULTS: Serum NfL concentration was increased in APOE ε4 homozygotes compared with non-carriers (mean 21.4 pg/ml (SD 9.5) vs. 15.5 pg/ml (3.8), p = 0.013), whereas other blood biomarkers did not differ between the groups (p > 0.077 for all). From imaging biomarkers, hippocampal volume was significantly decreased in APOE ε4 homozygotes compared with non-carriers (6.71 ml (0.86) vs. 7.2 ml (0.7), p = 0.029). In the whole sample, blood biomarker levels were differently predicted by the three measured cerebral pathologies; serum NfL concentration was associated with cerebrovascular pathology and medial temporal atrophy, while plasma NTA-tau associated with medial temporal atrophy. Plasma GFAP showed significant association with both medial temporal atrophy and Aß pathology. Plasma t-tau concentration did not associate with any of the measured pathologies. CONCLUSIONS: Only increased serum NfL concentrations and decreased hippocampal volume was observed in cognitively unimpaired APOEε4 homozygotes compared to non-carriers. In the whole population the concentrations of blood biomarkers were affected in distinct ways by different pathologies.


Subject(s)
Amyloid beta-Peptides , Apolipoprotein E4 , Atrophy , Biomarkers , Positron-Emission Tomography , tau Proteins , Humans , Female , Male , Aged , Biomarkers/blood , Atrophy/pathology , Middle Aged , Apolipoprotein E4/genetics , tau Proteins/blood , Amyloid beta-Peptides/blood , Magnetic Resonance Imaging/methods , Neurofilament Proteins/blood , Temporal Lobe/diagnostic imaging , Temporal Lobe/pathology , Alzheimer Disease/blood , Alzheimer Disease/genetics , Alzheimer Disease/diagnostic imaging , Alzheimer Disease/pathology , Heterozygote , Glial Fibrillary Acidic Protein/blood , Aniline Compounds , Thiazoles
6.
Cortex ; 175: 54-65, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38704919

ABSTRACT

The dorsal attention network (DAN) is a network of brain regions essential for attentional orienting, which includes the lateral intraparietal area (LIP) and frontal eye field (FEF). Recently, the putative human dorsal posterior infero-temporal area (phPITd) has been identified as a new node of the DAN. However, its functional relationship with other areas of the DAN and its specific role in visual attention remained unclear. In this study, we analyzed a large publicly available neuroimaging dataset to investigate the intrinsic functional connectivities (FCs) of the phPITd with other brain areas. The results showed that the intrinsic FCs of the phPITd with the areas of the visual network and the DAN were significantly stronger than those with the ventral attention network (VAN) areas and areas of other networks. We further conducted individual difference analyses with a sample size of 295 participants and a series of attentional tasks to investigate which attentional components each phPITd-based DAN edge predicts. Our findings revealed that the intrinsic FC of the left phPITd with the LIPv could predict individual ability in attentional orienting, but not in alerting, executive control, and distractor suppression. Our results not only provide direct evidence of the phPITd's functional relationship with the LIPv, but also offer a comprehensive understanding of its specific role in visual attention.


Subject(s)
Attention , Brain Mapping , Magnetic Resonance Imaging , Temporal Lobe , Visual Perception , Humans , Attention/physiology , Male , Female , Adult , Temporal Lobe/physiology , Temporal Lobe/diagnostic imaging , Young Adult , Magnetic Resonance Imaging/methods , Visual Perception/physiology , Orientation/physiology , Parietal Lobe/physiology , Parietal Lobe/diagnostic imaging , Nerve Net/physiology , Nerve Net/diagnostic imaging
7.
Behav Brain Funct ; 20(1): 10, 2024 May 03.
Article in English | MEDLINE | ID: mdl-38702688

ABSTRACT

BACKGROUND: Episodic memory (EM) deteriorates as a result of normal aging as well as Alzheimer's disease. The neural underpinnings of such age-related memory impairments in older individuals are not well-understood. Although previous research has unveiled the association between gray matter volume (GMV) and EM in the elderly population, such findings exhibit variances across distinct age cohorts. Consequently, an investigation into the dynamic evolution of this relationship with advancing age is imperative. RESULT: The present study utilized a sliding window approach to examine how the correlation between EM and GMV varied with age in a cross-sectional sample of 926 Chinese older adults. We found that both verbal EM (VEM) and spatial EM (SEM) exhibited positive correlations with GMV in extensive areas primarily in the temporal and frontal lobes and that these correlations typically became stronger with older age. Moreover, there were variations in the strength of the correlation between EM and GMV with age, which differed based on sex and the specific type of EM. Specifically, the association between VEM and GMVs in the insula and parietal regions became stronger with age for females but not for males, whereas the association between SEM and GMVs in the parietal and occipital regions became stronger for males but not for females. At the brain system level, there is a significant age-related increase in the correlations between both types of EM and the GMV of both the anterior temporal (AT) system and the posterior medial (PM) system in male group. In females, both types of EM show stronger age-related correlations with the GMV of the AT system compared to males. CONCLUSIONS: Our study revealed a significant positive correlation between GMV in most regions associated with EM and age, particularly in the frontal and temporal lobes. This discovery offers new insights into the connection between brain structure and the diminishing episodic memory function among older individuals.


Subject(s)
Aging , Frontal Lobe , Gray Matter , Magnetic Resonance Imaging , Memory, Episodic , Temporal Lobe , Humans , Male , Female , Aged , Gray Matter/diagnostic imaging , Frontal Lobe/diagnostic imaging , Aging/physiology , Aging/pathology , Temporal Lobe/diagnostic imaging , Middle Aged , Magnetic Resonance Imaging/methods , Cross-Sectional Studies , Aged, 80 and over , Organ Size/physiology
8.
PLoS Biol ; 22(4): e3002564, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38557761

ABSTRACT

Behavioral and neuroscience studies in humans and primates have shown that memorability is an intrinsic property of an image that predicts its strength of encoding into and retrieval from memory. While previous work has independently probed when or where this memorability effect may occur in the human brain, a description of its spatiotemporal dynamics is missing. Here, we used representational similarity analysis (RSA) to combine functional magnetic resonance imaging (fMRI) with source-estimated magnetoencephalography (MEG) to simultaneously measure when and where the human cortex is sensitive to differences in image memorability. Results reveal that visual perception of High Memorable images, compared to Low Memorable images, recruits a set of regions of interest (ROIs) distributed throughout the ventral visual cortex: a late memorability response (from around 300 ms) in early visual cortex (EVC), inferior temporal cortex, lateral occipital cortex, fusiform gyrus, and banks of the superior temporal sulcus. Image memorability magnitude results are represented after high-level feature processing in visual regions and reflected in classical memory regions in the medial temporal lobe (MTL). Our results present, to our knowledge, the first unified spatiotemporal account of visual memorability effect across the human cortex, further supporting the levels-of-processing theory of perception and memory.


Subject(s)
Brain , Visual Perception , Animals , Humans , Visual Perception/physiology , Brain/physiology , Cerebral Cortex/physiology , Temporal Lobe/diagnostic imaging , Temporal Lobe/physiology , Magnetoencephalography/methods , Magnetic Resonance Imaging/methods , Brain Mapping/methods
9.
Sci Rep ; 14(1): 7943, 2024 04 04.
Article in English | MEDLINE | ID: mdl-38575698

ABSTRACT

Memory retrieval entails dynamic interactions between the medial temporal lobe and areas in the parietal and frontal cortices. Here, we tested the hypothesis that effective connectivity between the precuneus, in the medial parietal cortex, and the medial temporal cortex contributes to the subjective quality of remembering objects together with information about their rich spatio-temporal encoding context. During a 45 min encoding session, the participants were presented with pictures of objects while they actively explored a virtual town. The following day, under fMRI, participants were presented with images of objects and had to report whether: they recognized the object and could remember the place/time of encoding, the object was familiar only, or the object was new. The hippocampus/parahippocampus, the precuneus and the ventro-medial prefrontal cortex activated when the participants successfully recognized objects they had seen in the virtual town and reported that they could remember the place/time of these events. Analyses of effective connectivity showed that the influence exerted by the precuneus on the medial temporal cortex mediates this effect of episodic recollection. Our findings demonstrate the role of the inter-regional connectivity in mediating the subjective experience of remembering and underline the relevance of studying memory in contextually-rich conditions.


Subject(s)
Memory, Episodic , Temporal Lobe , Humans , Temporal Lobe/diagnostic imaging , Parietal Lobe/diagnostic imaging , Memory , Mental Recall , Hippocampus , Magnetic Resonance Imaging , Brain Mapping/methods
10.
Alzheimers Res Ther ; 16(1): 89, 2024 Apr 23.
Article in English | MEDLINE | ID: mdl-38654300

ABSTRACT

BACKGROUND: Association of medial temporal lobe (MTL) metabolism with Alzheimer's disease (AD) and dementia with Lewy bodies (DLB) has not been evaluated considering their mixed disease (MD). METHODS: 131 patients with AD, 133 with DLB, 122 with MD, and 28 normal controls (NCs) underwent neuropsychological tests, assessments for parkinsonism, cognitive fluctuation (CF), and visual hallucinations (VH), and 18F-fluorodeoxyglucose PET to quantify MTL metabolism in the amygdala, hippocampus, and entorhinal cortex. The effects of AD and DLB on MTL metabolism were evaluated using general linear models (GLMs). Associations between MTL metabolism, cognition, and clinical features were evaluated using GLMs or logistic regression models separately performed for the AD spectrum (NC + AD + MD), DLB spectrum (NC + DLB + MD), and disease groups (AD + DLB + MD). Covariates included age, sex, and education. RESULTS: AD was associated with hippocampal/entorhinal hypometabolism, whereas DLB was associated with relative amygdalar/hippocampal hypermetabolism. Relative MTL hypermetabolism was associated with lower attention/visuospatial/executive scores and severe parkinsonism in both the AD and DLB spectra and disease groups. Left hippocampal/entorhinal hypometabolism was associated with lower verbal memory scores, whereas right hippocampal hypometabolism was associated with lower visual memory scores in both the AD spectrum and disease groups. Relative MTL hypermetabolism was associated with an increased risk of CF and VH in the disease group, and relative amygdalar hypermetabolism was associated with an increased risk of VH in the DLB spectrum. CONCLUSIONS: Entorhinal-hippocampal hypometabolism and relative amygdala-hippocampal hypermetabolism could be characteristics of AD- and DLB-related neurodegeneration, respectively.


Subject(s)
Alzheimer Disease , Fluorodeoxyglucose F18 , Lewy Body Disease , Neuropsychological Tests , Positron-Emission Tomography , Temporal Lobe , Humans , Lewy Body Disease/metabolism , Lewy Body Disease/diagnostic imaging , Alzheimer Disease/metabolism , Alzheimer Disease/diagnostic imaging , Female , Male , Aged , Temporal Lobe/metabolism , Temporal Lobe/diagnostic imaging , Aged, 80 and over , Middle Aged
11.
Nat Aging ; 4(5): 625-637, 2024 May.
Article in English | MEDLINE | ID: mdl-38664576

ABSTRACT

Autopsy studies indicated that the locus coeruleus (LC) accumulates hyperphosphorylated tau before allocortical regions in Alzheimer's disease. By combining in vivo longitudinal magnetic resonance imaging measures of LC integrity, tau positron emission tomography imaging and cognition with autopsy data and transcriptomic information, we examined whether LC changes precede allocortical tau deposition and whether specific genetic features underlie LC's selective vulnerability to tau. We found that LC integrity changes preceded medial temporal lobe tau accumulation, and together these processes were associated with lower cognitive performance. Common gene expression profiles between LC-medial temporal lobe-limbic regions map to biological functions in protein transport regulation. These findings advance our understanding of the spatiotemporal patterns of initial tau spreading from the LC and LC's selective vulnerability to Alzheimer's disease pathology. LC integrity measures can be a promising indicator for identifying the time window when individuals are at risk of disease progression and underscore the importance of interventions mitigating initial tau spread.


Subject(s)
Alzheimer Disease , Cognition , Locus Coeruleus , Positron-Emission Tomography , tau Proteins , Locus Coeruleus/metabolism , Locus Coeruleus/diagnostic imaging , Locus Coeruleus/pathology , Humans , tau Proteins/metabolism , tau Proteins/genetics , Alzheimer Disease/metabolism , Alzheimer Disease/diagnostic imaging , Alzheimer Disease/pathology , Alzheimer Disease/genetics , Cognition/physiology , Male , Female , Aged , Magnetic Resonance Imaging , Aged, 80 and over , Temporal Lobe/metabolism , Temporal Lobe/diagnostic imaging , Temporal Lobe/pathology
12.
J Neurosci ; 44(22)2024 May 29.
Article in English | MEDLINE | ID: mdl-38627090

ABSTRACT

Humans have the remarkable ability to vividly retrieve sensory details of past events. According to the theory of sensory reinstatement, during remembering, brain regions specialized for processing specific sensory stimuli are reactivated to support content-specific retrieval. Recently, several studies have emphasized transformations in the spatial organization of these reinstated activity patterns. Specifically, studies of scene stimuli suggest a clear anterior shift in the location of retrieval activations compared with the activity observed during perception. However, it is not clear that such transformations occur universally, with inconsistent evidence for other important stimulus categories, particularly faces. One challenge in addressing this question is the careful delineation of face-selective cortices, which are interdigitated with other selective regions, in configurations that spatially differ across individuals. Therefore, we conducted a multisession neuroimaging study to first carefully map individual participants' (nine males and seven females) face-selective regions within ventral temporal cortex (VTC), followed by a second session to examine the activity patterns within these regions during face memory encoding and retrieval. While face-selective regions were expectedly engaged during face perception at encoding, memory retrieval engagement exhibited a more selective and constricted reinstatement pattern within these regions, but did not show any consistent direction of spatial transformation (e.g., anteriorization). We also report on unique human intracranial recordings from VTC under the same experimental conditions. These findings highlight the importance of considering the complex configuration of category-selective cortex in elucidating principles shaping the neural transformations that occur from perception to memory.


Subject(s)
Brain Mapping , Facial Recognition , Magnetic Resonance Imaging , Temporal Lobe , Humans , Male , Female , Temporal Lobe/physiology , Temporal Lobe/diagnostic imaging , Adult , Facial Recognition/physiology , Young Adult , Memory/physiology , Photic Stimulation/methods , Mental Recall/physiology
13.
Elife ; 132024 Apr 22.
Article in English | MEDLINE | ID: mdl-38647143

ABSTRACT

Combining information from multiple senses is essential to object recognition, core to the ability to learn concepts, make new inferences, and generalize across distinct entities. Yet how the mind combines sensory input into coherent crossmodal representations - the crossmodal binding problem - remains poorly understood. Here, we applied multi-echo fMRI across a 4-day paradigm, in which participants learned three-dimensional crossmodal representations created from well-characterized unimodal visual shape and sound features. Our novel paradigm decoupled the learned crossmodal object representations from their baseline unimodal shapes and sounds, thus allowing us to track the emergence of crossmodal object representations as they were learned by healthy adults. Critically, we found that two anterior temporal lobe structures - temporal pole and perirhinal cortex - differentiated learned from non-learned crossmodal objects, even when controlling for the unimodal features that composed those objects. These results provide evidence for integrated crossmodal object representations in the anterior temporal lobes that were different from the representations for the unimodal features. Furthermore, we found that perirhinal cortex representations were by default biased toward visual shape, but this initial visual bias was attenuated by crossmodal learning. Thus, crossmodal learning transformed perirhinal representations such that they were no longer predominantly grounded in the visual modality, which may be a mechanism by which object concepts gain their abstraction.


Subject(s)
Magnetic Resonance Imaging , Temporal Lobe , Humans , Temporal Lobe/physiology , Temporal Lobe/diagnostic imaging , Female , Male , Adult , Young Adult , Auditory Perception/physiology , Learning/physiology , Visual Perception/physiology , Photic Stimulation , Acoustic Stimulation , Brain Mapping , Perirhinal Cortex/physiology
14.
Phys Med ; 121: 103362, 2024 May.
Article in English | MEDLINE | ID: mdl-38653120

ABSTRACT

PURPOSE: To establish a deep learning-based model to predict radiotherapy-induced temporal lobe injury (TLI). MATERIALS AND METHODS: Spatial features of dose distribution within the temporal lobe were extracted using both the three-dimensional convolution (C3D) network and the dosiomics method. The Minimal Redundancy-Maximal-Relevance (mRMR) method was employed to rank the extracted features and select the most relevant ones. Four machine learning (ML) classifiers, including logistic regression (LR), k-nearest neighbors (kNN), support vector machines (SVM) and random forest (RF), were used to establish prediction models. Nested sampling and hyperparameter tuning methods were applied to train and validate the prediction models. For comparison, a prediction model base on the conventional D0.5cc of the temporal lobe obtained from dose volume (DV) histogram was established. The area under the receiver operating characteristic (ROC) curve (AUC) was utilized to compare the predictive performance of the different models. RESULTS: A total of 127 nasopharyngeal carcinoma (NPC) patients were included in the study. In the model based on C3D deep learning features, the highest AUC value of 0.843 was achieved with 5 features. For the dosiomics features model, the highest AUC value of 0.715 was attained with 1 feature. Both of these models demonstrated superior performance compared to the prediction model based on DV parameters, which yielded an AUC of 0.695. CONCLUSION: The prediction model utilizing C3D deep learning features outperformed models based on dosiomics features or traditional parameters in predicting the onset of TLI. This approach holds promise for predicting radiation-induced toxicities and guide individualized radiotherapy.


Subject(s)
Deep Learning , Nasopharyngeal Carcinoma , Nasopharyngeal Neoplasms , Temporal Lobe , Humans , Nasopharyngeal Carcinoma/radiotherapy , Temporal Lobe/radiation effects , Temporal Lobe/diagnostic imaging , Nasopharyngeal Neoplasms/radiotherapy , Male , Middle Aged , Female , Adult , Radiation Injuries/etiology , Aged , Radiotherapy Dosage
15.
Article in English | MEDLINE | ID: mdl-38567641

ABSTRACT

OBJECTIVES: It is well known that low educational attainment is associated with cognitive function decline in older age. Childhood book availability may help to preserve cognitive function in older adults with low education. The study objective was to examine the association between childhood book availability and cognitive function among older adults with low educational attainment, and to investigate the mediating effect of the volume of reading-related brain regions (e.g., superior temporal cortex). METHODS: A cross-sectional study of community-dwelling older Japanese adults aged 65-84 years was conducted (n = 474). Cognitive function was assessed using the Mini-Mental State Examination (MMSE). Childhood book availability was assessed using a retrospective questionnaire. Brain region volume was measured using magnetic resonance imaging. Multivariate regression modeling and structural equation modeling were used for analysis. RESULTS: Both high educational attainment and childhood book availability were independently associated with high MMSE score. Stratification of educational level showed that childhood book availability was positively associated with MMSE score among participants with low educational attainment (coefficient = 1.48, 95% confidence interval [CI]: 0.31 to 2.66), but not among those with moderate or high educational attainment (coefficient = -0.01, 95% CI: -1.44 to 1.42 and -1.21, 95% CI: -3.85 to 1.42, respectively). Among participants with low educational attainment, left superior temporal cortex volume mediated the association between childhood book availability and MMSE score. DISCUSSION: The availability of books in childhood helps to preserve cognitive function in older adults with low education via left superior temporal cortex volume. Further research is needed to replicate these findings.


Subject(s)
Cognition , Educational Status , Magnetic Resonance Imaging , Humans , Aged , Male , Female , Aged, 80 and over , Cross-Sectional Studies , Cognition/physiology , Books , Mental Status and Dementia Tests , Cognitive Dysfunction , Japan , Independent Living , Reading , Temporal Lobe/diagnostic imaging , Temporal Lobe/physiology
16.
Magn Reson Imaging ; 110: 57-68, 2024 Jul.
Article in English | MEDLINE | ID: mdl-38621552

ABSTRACT

BACKGROUND AND PURPOSE: Higher magnetic field strength introduces stronger magnetic field inhomogeneities in the brain, especially within temporal lobes, leading to image artifacts. Particularly, T2-weighted fluid-attenuated inversion recovery (FLAIR) images can be affected by these artifacts. Here, we aimed to improve the FLAIR image quality in temporal lobe regions through image processing of multiple contrast images via machine learning using a neural network. METHODS: Thirteen drug-resistant MR-negative epilepsy patients (age 29.2 ± 9.4y, 5 females) were scanned on a 7 T MRI scanner. Magnetization-prepared (MP2RAGE) and saturation-prepared with 2 rapid gradient echoes, multi-echo gradient echo with four echo times, and the FLAIR sequence were acquired. A voxel-wise neural network was trained on extratemporal-lobe voxels from the acquired structural scans to generate a new FLAIR-like image (i.e., deepFLAIR) with reduced temporal lobe inhomogeneities. The deepFLAIR was evaluated in temporal lobes through signal-to-noise (SNR), contrast-to-noise (CNR) ratio, the sharpness of the gray-white matter boundary and joint-histogram analysis. Saliency mapping demonstrated the importance of each input image per voxel. RESULTS: SNR and CNR in both gray and white matter were significantly increased (p < 0.05) in the deepFLAIR's temporal ROIs, compared to the FLAIR. The gray-white matter boundary sharpness was either preserved or improved in 10/13 right-sided temporal regions and was found significantly increased in the ROIs. Multiple image contrasts were influential for the deepFLAIR reconstruction with the MP2RAGE second inversion image being the most important. CONCLUSIONS: The deepFLAIR network showed promise to restore the FLAIR signal and reduce contrast attenuation in temporal lobe areas. This may yield a valuable tool, especially when artifact-free FLAIR images are not available.


Subject(s)
Artifacts , Image Processing, Computer-Assisted , Magnetic Resonance Imaging , Neural Networks, Computer , Signal-To-Noise Ratio , Temporal Lobe , Humans , Female , Temporal Lobe/diagnostic imaging , Magnetic Resonance Imaging/methods , Adult , Male , Image Processing, Computer-Assisted/methods , Young Adult , White Matter/diagnostic imaging
17.
J Affect Disord ; 357: 51-59, 2024 Jul 15.
Article in English | MEDLINE | ID: mdl-38653349

ABSTRACT

INTRODUCTION: Suicide attempters show increased activation in the right superior temporal gyrus (rSTG). Here, we investigated the rSTG functional connectivity (FC) to identify a functional network involved in suicidality and its associations with psychological suicidality risk and resilience factors. METHODS: The resting state functional magnetic resonance imaging data of 151 healthy individuals from the Human Connectome Project Young Adult database were used to explore the FC of the rSTG with itself and with the rest of the brain. The correlation between the rSTG FC and loneliness and purpose in life scores was assessed with the NIH Toolbox. The effect of sex was also investigated. RESULTS: The rSTG had a positive FC with bilateral cortical and subcortical regions, including frontal, temporal, parietal, occipital, limbic, and cerebellar regions, and a negative FC with the medulla oblongata. The FC of the rSTG with itself and with the left central operculum were associated with loneliness scores. The within rSTG FC was also negatively correlated with purpose in life scores, although at a trend level. We did not find any effect of sex on FC and its associations with psychological factors. LIMITATIONS: The cross-sectional design, the limited age range, and the lack of measures of suicidality limit the generalizability of our findings. CONCLUSIONS: The rSTG functional network is associated with loneliness and purpose in life. Together with the existing literature on suicide, this supports the idea that the neural activity of rSTG may contribute to suicidality by modulating risk and resilience factors associated with suicidality.


Subject(s)
Connectome , Loneliness , Magnetic Resonance Imaging , Resilience, Psychological , Temporal Lobe , Humans , Male , Female , Temporal Lobe/diagnostic imaging , Temporal Lobe/physiopathology , Young Adult , Adult , Loneliness/psychology , Cross-Sectional Studies , Risk Factors , Suicide, Attempted/psychology , Suicide, Attempted/statistics & numerical data , Suicidal Ideation
18.
Nat Commun ; 15(1): 3407, 2024 Apr 22.
Article in English | MEDLINE | ID: mdl-38649694

ABSTRACT

The perception and neural processing of sensory information are strongly influenced by prior expectations. The integration of prior and sensory information can manifest through distinct underlying mechanisms: focusing on unexpected input, denoted as prediction error (PE) processing, or amplifying anticipated information via sharpened representation. In this study, we employed computational modeling using deep neural networks combined with representational similarity analyses of fMRI data to investigate these two processes during face perception. Participants were cued to see face images, some generated by morphing two faces, leading to ambiguity in face identity. We show that expected faces were identified faster and perception of ambiguous faces was shifted towards priors. Multivariate analyses uncovered evidence for PE processing across and beyond the face-processing hierarchy from the occipital face area (OFA), via the fusiform face area, to the anterior temporal lobe, and suggest sharpened representations in the OFA. Our findings support the proposition that the brain represents faces grounded in prior expectations.


Subject(s)
Brain Mapping , Facial Recognition , Magnetic Resonance Imaging , Humans , Male , Female , Adult , Young Adult , Facial Recognition/physiology , Brain/physiology , Brain/diagnostic imaging , Temporal Lobe/physiology , Temporal Lobe/diagnostic imaging , Face , Photic Stimulation , Neural Networks, Computer , Occipital Lobe/physiology , Occipital Lobe/diagnostic imaging , Pattern Recognition, Visual/physiology , Visual Perception/physiology
19.
Sci Rep ; 14(1): 6796, 2024 03 21.
Article in English | MEDLINE | ID: mdl-38514738

ABSTRACT

Decoding social environments and engaging meaningfully with other people are critical aspects of human cognition. Multiple cognitive systems, including social and semantic cognition, work alongside each other to support these processes. This study investigated shared processing between social and semantic systems using neuroimaging data collected during movie-viewing, which captures the multimodal environment in which social knowledge is exchanged. Semantic and social content from movie events (event-level) and movie transcripts (word-level) were used in parametric modulation analyses to test (1) the degree to which semantic and social information is processed within each respective network and (2) engagement of the same cross-network regions or the same domain-general hub located within the semantic network during semantic and social processing. Semantic word and event-level content engaged the same fronto-temporo-parietal network and a portion of the semantic hub in the anterior temporal lobe (ATL). Social word and event-level content engaged the supplementary motor area and right angular gyrus within the social network, but only social words engaged the domain-general semantic hub in left ATL. There was evidence of shared processing between the social and semantic systems in the dorsolateral portion of right ATL which was engaged by word and event-level semantic and social content. Overlap between the semantic and social word and event results was highly variable within and across participants, with the most consistent loci of overlap occurring in left inferior frontal, bilateral precentral and supramarginal gyri for social and semantic words and in bilateral superior temporal gyrus extending from ATL posteriorly into supramarginal gyri for social and semantic events. These results indicate a complex pattern of shared and distinct regions for social and semantic cognition during naturalistic processing. PROTOCOL REGISTRATION: The stage 1 protocol for this Registered Report was accepted in principle on October 11, 2022. The protocol, as accepted by the journal, can be found at: https://doi.org/10.17605/OSF.IO/ACWQY .


Subject(s)
Semantics , Social Cognition , Humans , Magnetic Resonance Imaging , Brain Mapping , Temporal Lobe/diagnostic imaging , Cognition
20.
Brain Lang ; 251: 105402, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38484446

ABSTRACT

Recent work has focussed on how patterns of functional change within the temporal lobe relate to whole-brain dimensions of intrinsic connectivity variation (Margulies et al., 2016). We examined two such 'connectivity gradients' reflecting the separation of (i) unimodal versus heteromodal and (ii) visual versus auditory-motor cortex, examining visually presented verbal associative and feature judgments, plus picture-based context and emotion generation. Functional responses along the first dimension sometimes showed graded change between modality-tuned and heteromodal cortex (in the verbal matching task), and other times showed sharp functional transitions, with deactivation at the extremes and activation in the middle of this gradient (internal generation). The second gradient revealed more visual than auditory-motor activation, regardless of content (associative, feature, context, emotion) or task process (matching/generation). We also uncovered subtle differences across each gradient for content type, which predominantly manifested as differences in relative magnitude of activation or deactivation.


Subject(s)
Auditory Cortex , Semantics , Humans , Brain Mapping/methods , Magnetic Resonance Imaging/methods , Temporal Lobe/diagnostic imaging , Temporal Lobe/physiology
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