Skip to main content

Aggregator

Enhanced EEG-based Alzheimer's disease detection using synchrosqueezing transform and deep transfer learning

3 months 1 week ago
The most prevalent type of dementia and a progressive neurodegenerative disease, Alzheimer's disease has a major influence on day-to-day functioning due to memory loss, cognitive decline, and behavioral problems. By using synchrosqueezing representations of EEG signals classified by fine-tuned pre-trained convolutional neural networks, this paper presents an EEG-based classification model for Alzheimer's detection. EEG signals are converted into image patterns with time-varying oscillatory...
Shraddha Jain

A review of multimodal fusion-based deep learning for Alzheimer's disease

3 months 1 week ago
Alzheimer's Disease (AD) as one of the most prevalent neurodegenerative disorders worldwide, characterized by significant memory and cognitive decline in its later stages, severely impacting daily lives. Consequently, early diagnosis and accurate assessment are crucial for delaying disease progression. In recent years, multimodal imaging has gained widespread adoption in AD diagnosis and research, particularly the combined use of Magnetic Resonance Imaging (MRI) and Positron Emission Tomography...
Rong Zhang

scMultiMap: Cell-type-specific mapping of enhancers and target genes from single-cell multimodal data

3 months 1 week ago
Mapping enhancers and target genes in disease-related cell types provides critical insights into the functional mechanisms of genome-wide association studies (GWAS) variants. Single-cell multimodal data, which measure gene expression and chromatin accessibility in the same cells, enable the cell-type-specific inference of enhancer-gene pairs. However, this task is challenged by high data sparsity, sequencing depth variation, and the computational burden of analyzing a large number of pairs. We...
Chang Su

Pulmonary V̇O2 on-kinetics and walking net V̇O2 associate with fatigue and mood disturbance in postmenopausal women

3 months 1 week ago
Postmenopausal women often experience fatigue and mood disturbance both of which interfere with quality-of-life. Since greater physical function aids psychosocial well-being, we hypothesized the acute cardiopulmonary responses during walking may reveal important factors linked to fatigue and mood disturbance. In this cross-sectional study, women of similar body mass index (BMI) aged 55-75 y were dichotomized to mid-life (55-65 y; 83.4 ± 8.4 kg/m²; n = 14) or older (≥65 y; 81.8 ± 10.4 kg/m²; n =...
Stephen J Carter

Genetic determinants of proteomic aging

3 months 1 week ago
Changes in the proteome and its dysregulation have long been known to be a hallmark of aging. We derived a proteomic aging trait using data on 1459 plasma proteins from 44,435 UK Biobank individuals measured using an antibody-based assay. This metric is strongly associated with four age-related disease outcomes, even after adjusting for chronological age. Survival analysis showed that one-year older proteomic age, relative to chronological age, increases all-cause mortality hazard by 13 percent....
Alexander Mörseburg

p53 protein degradation redefines the initiation mechanisms and drives transitional mutations in colorectal cancer

3 months 1 week ago
Incidence of colorectal cancer (CRC) is increasing likely due to different mechanisms driving initiation and progression. The initial model proposed by Fearon and Vogelstein posits it as a multi-hit neoplasia, originating from adenomatous-polyps induced by WNT activation, ultimately progressing to aggressiveness through p53 loss. Integrating human data with mouse genetics, we redefine this paradigm, highlighting pivotal roles of MYC, oncogenic URI and p53 degradation to initiate CRC. Early APC...
Irene Herranz-Montoya

CLAVATA signalling shapes barley inflorescence by controlling activity and determinacy of shoot meristem and rachilla

3 months 1 week ago
The large variety of inflorescence architectures evolved in grasses depends on shape, longevity and determinacy of meristems directing growth of the main and lateral axes. The CLAVATA pathway is known to regulate meristem size and inflorescence architecture in grasses. However, how individual meristem activities are determined and integrated to generate specific inflorescences is not yet understood. We found that activity of distinct meristems in the barley inflorescence is controlled by a...
Isaia Vardanega

Developing an indicator for community-level age-friendly communities: the Japan gerontological evaluation study

3 months 1 week ago
CONCLUSIONS: A valid and reliable 17-item community-level indicator was developed, aligning with the WHO framework and incorporating dementia-friendly elements. This indicator is a valuable tool for monitoring, evaluation, and inter-community comparisons, aiding the development of AFCs and DFCs in aging societies like Japan. Additionally, this indicator can be adapted for other high-income countries with similar socioeconomic backgrounds, healthcare systems, and community structures, providing a...
Satoko Fujihara