The road to personalized medicine in Alzheimer's disease: the use of artificial intelligence

A Silva-Spínola, I Baldeiras, JP Arrais, I Santana - Biomedicines, 2022 - mdpi.com
Dementia remains an extremely prevalent syndrome among older people and represents a
major cause of disability and dependency. Alzheimer's disease (AD) accounts for the …

Single-cell RNA-Seq analysis of olfactory mucosal cells of Alzheimer's disease patients

R Lampinen, MF Fazaludeen, S Avesani, T Örd… - Cells, 2022 - mdpi.com
Olfaction is orchestrated by olfactory mucosal cells located in the upper nasal cavity.
Olfactory dysfunction manifests early in several neurodegenerative disorders including …

Decoding the role of astrocytes in the entorhinal cortex in Alzheimer's disease using high-dimensional single-nucleus RNA sequencing data and next-generation …

PN Pushparaj, G Kalamegam, KH Wali Sait… - Frontiers in …, 2022 - frontiersin.org
Introduction: Alzheimer's disease (AD) is a major cause of the development of cognitive
decline and dementia. AD and associated dementias (ADRD) are the major contributors to …

Addressing Noise and Estimating Uncertainty in Biomedical Data through the Exploration of Chemical Space

EJ deAndrés-Galiana, JL Fernández-Martínez… - International journal of …, 2022 - mdpi.com
Noise is a basic ingredient in data, since observed data are always contaminated by
unwanted deviations, ie, noise, which, in the case of overdetermined systems (with more …

Pan-tissue aging clock genes that have intimate connections with the immune system and age-related disease

AA Johnson, MN Shokhirev - Rejuvenation research, 2021 - liebertpub.com
In our recent transcriptomic meta-analysis, we used random forest machine learning to
accurately predict age in human blood, bone, brain, heart, and retina tissues given gene …

1-L transcription in Alzheimer's disease

J Nahalka - Current Issues in Molecular Biology, 2022 - mdpi.com
Alzheimer's disease is a very complex disease and better explanations and models are
needed to understand how neurons are affected and microglia are activated. A new model …

Associating brain imaging phenotypes and genetic risk factors via a hypergraph based netNMF method

J Zhuang, J Tian, X Xiong, T Li, Z Chen… - Frontiers in Aging …, 2023 - frontiersin.org
Alzheimer's disease (AD) is a severe neurodegenerative disease for which there is currently
no effective treatment. Mild cognitive impairment (MCI) is an early disease that may progress …

Prediction of Deleterious Single Amino Acid Polymorphisms with a Consensus Holdout Sampler

Ó Álvarez-Machancoses, E Faraggi… - Current …, 2024 - ingentaconnect.com
Background: Single Amino Acid Polymorphisms (SAPs) or nonsynonymous Single
Nucleotide Variants (nsSNVs) are the most common genetic variations. They result from …

Prediction of Functional Effects of Protein Amino Acid Mutations

Ó Álvarez-Machancoses, E Faraggi… - … Work-Conference on …, 2023 - Springer
Abstract Human Single Amino Acid Polymorphisms (SAPs) or Single Amino Acid Variants
(SAVs) usually named as nonsynonymous Single Nucleotide Variants nsSNVs) represent …

Unlocking Rare Diseases Genetics: Insights from Genome-Wide Association Studies and Single Nucleotide Polymorphisms

O Alam, N Khan, A Ullah - International Journal of Molecular …, 2024 - psmjournals.org
Genome-wide association studies (GWAS) are powerful tools for identifying genetic variants
associated with complex diseases. However, their utility is limited in elucidating the genetics …