[HTML][HTML] Integrative multi-omics and systems bioinformatics in translational neuroscience: A data mining perspective

LM O'Connor, BA O'Connor, SB Lim, J Zeng… - Journal of …, 2023 - Elsevier
Bioinformatic analysis of large and complex omics datasets has become increasingly useful
in modern day biology by providing a great depth of information, with its application to …

Artificial intelligence in neurology: opportunities, challenges, and policy implications

S Voigtlaender, J Pawelczyk, M Geiger, EJ Vaios… - Journal of …, 2024 - Springer
Neurological conditions are the leading cause of disability and mortality combined,
demanding innovative, scalable, and sustainable solutions. Brain health has become a …

Unsupervised machine learning identifies distinct ALS molecular subtypes in post-mortem motor cortex and blood expression data

H Marriott, R Kabiljo, GP Hunt, AA Khleifat… - Acta neuropathologica …, 2023 - Springer
Amyotrophic lateral sclerosis (ALS) displays considerable clinical and genetic
heterogeneity. Machine learning approaches have previously been utilised for patient …

TDP-43 Epigenetic Facets and Their Neurodegenerative Implications

J Gimenez, A Spalloni, S Cappelli, F Ciaiola… - International journal of …, 2023 - mdpi.com
Since its initial involvement in numerous neurodegenerative pathologies in 2006, either as a
principal actor or as a cofactor, new pathologies implicating transactive response (TAR) …

Plekhg5 controls the unconventional secretion of Sod1 by presynaptic secretory autophagy

AJ Hutchings, B Hambrecht, A Veh, NJ Giridhar… - Nature …, 2024 - nature.com
Increasing evidence suggests an essential function for autophagy in unconventional protein
secretion (UPS). However, despite its relevance for the secretion of aggregate-prone …

[HTML][HTML] Genomic and transcriptomic advances in amyotrophic lateral sclerosis

M Rizzuti, L Sali, V Melzi, S Scarcella… - Ageing Research …, 2023 - Elsevier
Amyotrophic lateral sclerosis (ALS) is a neurodegenerative disorder and the most common
motor neuron disease. ALS shows substantial clinical and molecular heterogeneity. In vitro …

Heterozygous knockout of Synaptotagmin13 phenocopies ALS features and TP53 activation in human motor neurons

J Lehmann, A Aly, C Steffke, L Fabbio, V Mayer… - Cell death & …, 2024 - nature.com
Spinal motor neurons (MNs) represent a highly vulnerable cellular population, which is
affected in fatal neurodegenerative diseases such as amyotrophic lateral sclerosis (ALS) …

Towards an integrated approach for understanding glia in Amyotrophic Lateral Sclerosis

S Majewski, P Klein, S Boillée, BE Clarke, R Patani - Glia, 2024 - Wiley Online Library
Substantial advances in technology are permitting a high resolution understanding of the
salience of glia, and have helped us to transcend decades of predominantly neuron‐centric …

One-pot method for preparing DNA, RNA, and protein for multiomics analysis

S Biedka, D Alkam, CL Washam, S Yablonska… - Communications …, 2024 - nature.com
Typical multiomics studies employ separate methods for DNA, RNA, and protein sample
preparation, which is labor intensive, costly, and prone to sampling bias. We describe a …

The use of artificial intelligence in induced pluripotent stem cell-based technology over 10-year period: A systematic scoping review

QD Vo, Y Saito, T Ida, K Nakamura, S Yuasa - Plos one, 2024 - journals.plos.org
Background Stem cell research, particularly in the domain of induced pluripotent stem cell
(iPSC) technology, has shown significant progress. The integration of artificial intelligence …