LncRNAs Orchestrating Neuroinflammation: A Comprehensive Review DOI Creative Commons

Arash Esmaeili,

Niloufar Yazdanpanah, Nima Rezaei

и другие.

Cellular and Molecular Neurobiology, Год журнала: 2025, Номер 45(1)

Опубликована: Март 8, 2025

CNS diseases account for a major part of the comorbidity and mortality human population; moreover, neuroinflammation has become an indication different diseases, instance, Parkinson's Alzheimer's disease. Microglia astrocytes are two main glial cells that can be found in CNS. Each these plays important role mediating immune responses like inflammation. There many studies suggesting LncRNAs neuroinflammation. Indeed, orchestrate through various mechanisms, namely miRNA sponge, transcriptional activation/inhibition. In addition, regulate downstream pathways NF-κB, PI3K/AKT. this study, we gathered existing regarding mechanisms action pathogenesis neurodegenerative traumatic injuries regulating We aim to elaborate on regulatory roles bring more profound understanding etiology terms

Язык: Английский

Targeted drug delivery in neurodegenerative diseases: the role of nanotechnology DOI Creative Commons

Rupal Dhariwal,

Mukul Jain, Y. Mir

и другие.

Frontiers in Medicine, Год журнала: 2025, Номер 12

Опубликована: Янв. 29, 2025

Neurodegenerative diseases, characterized by progressive neuronal loss and cognitive impairments, pose a significant global health challenge. This study explores the potential of nanotherapeutics as promising approach to enhance drug delivery across physiological barriers, particularly blood–brain barrier (BBB) blood-cerebrospinal fluid (B-CSFB). By employing nanoparticles, this research aims address critical challenges in diagnosis treatment conditions such Alzheimer’s, Parkinson’s, Huntington’s diseases. The multifactorial nature these disorders necessitates innovative solutions that leverage nanomedicine improve solubility, circulation time, targeted while minimizing off-target effects. findings underscore importance advancing applications develop effective therapeutic strategies can alleviate burden neurodegenerative diseases on individuals healthcare systems.

Язык: Английский

Процитировано

0

Identification of Blood Plasma Protein Ratios for Distinguishing Alzheimer's Disease from Healthy Controls Using Machine Learning DOI Creative Commons
Ali Safi, Elisa Giunti, Omar Melikechi

и другие.

Heliyon, Год журнала: 2025, Номер unknown, С. e42349 - e42349

Опубликована: Янв. 1, 2025

Early detection of Alzheimer's disease is essential for effective treatment and the development therapies that modify progression. Developing sensitive specific noninvasive diagnostic tools crucial improving clinical outcomes advancing our understanding this condition. Liquid biopsy techniques, especially those involving plasma biomarkers, provide a promising method early diagnosis monitoring. In study, we analyzed proteomic profiles 38 healthy individuals, with an average age 66.5 years, 22 patients disease, 79.7 years. Proteins in were quantified using specialized panels designed extension assays. Through computational analysis linear support vector machine algorithm, identified 82 differentially expressed proteins between two groups. From these, calculated 6642 possible protein ratios combinations these as significant features distinguishing individuals individuals. Notably, kynureninase to macrophage scavenger receptor type 1, Neurocan protogenin, interleukin-5 alpha glial cell line-derived neurotrophic factor 1 achieving accuracy up 98 % differentiating This study underscores potential leveraging relationships, ratios, diagnostics. Furthermore, findings highlight promise liquid techniques accurate approach monitoring blood plasma.

Язык: Английский

Процитировано

0

Emerging Role of Mesenchymal Stromal Cell and Exosome Therapies in Treating Cognitive Impairment DOI Creative Commons

Vick Key Tew,

Muttiah Barathan, Fazlina Nordin

и другие.

Pharmaceutics, Год журнала: 2025, Номер 17(3), С. 284 - 284

Опубликована: Фев. 20, 2025

Cognitive aging, characterized by the gradual decline in cognitive functions such as memory, attention, and problem-solving, significantly impacts daily life. This is often accelerated neurodegenerative diseases, particularly Alzheimer’s Disease (AD) Parkinson’s (PD). AD marked accumulation of amyloid-beta plaques tau tangles, whereas PD involves degeneration dopaminergic neurons. Both conditions lead to severe impairment, greatly diminishing quality life for affected individuals. Recent advancements regenerative medicine have highlighted mesenchymal stromal cells (MSCs) their derived exosomes promising therapeutic options. MSCs possess regenerative, neuroprotective, immunomodulatory properties, which can promote neurogenesis, reduce inflammation, support neuronal health. Exosomes, nanosized vesicles from MSCs, provide an efficient means delivering bioactive molecules across blood–brain barrier, targeting underlying pathologies PD. While these therapies hold great promise, challenges variability MSC sources, optimal dosing, effective delivery methods need be addressed clinical application. The development robust protocols, along with rigorous trials, crucial validating safety efficacy exosome therapies. Future research should focus on overcoming barriers, optimizing treatment strategies, exploring integration lifestyle interventions. By addressing challenges, MSC- exosome-based could offer transformative solutions improving outcomes enhancing individuals aging diseases.

Язык: Английский

Процитировано

0

Integrating NLP and LLMs to discover biomarkers and mechanisms in Alzheimer's disease DOI Creative Commons
Jin‐Won Song, Junjie Huang, Richen Liu

и другие.

SLAS TECHNOLOGY, Год журнала: 2025, Номер unknown, С. 100257 - 100257

Опубликована: Фев. 1, 2025

Alzheimer's disease (AD) is a progressive neurological condition characterized by cognitive decline, memory loss, and aberrant behaviour. It affects millions of people globally one the main causes dementia. The neurodegenerative known as AD has intricate, multifaceted mechanisms that make it difficult to comprehend identify in its early stages. Conventional diagnostic techniques frequently fail detect By combining Natural Language Processing (NLP) Large Models (LLMs), this research suggests novel approach for identifying potential biomarkers underlying AD. Clinical data gathered from publicly accessible databases healthcare facilities, including genetic information, neuroimaging scans, medical records. pre-processing unstructured clinical notes involves tokenization profiles are normalized Z-score normalization consistency. Multi-Input Convolutional Neural Networks (MI-CNN) employed efficiently fuse diverse sources, allowing thorough analysis. Key linked identified categorized using Genetic Algorithm combined with Bidirectional Encoder Representations Transformers (BERT) (GenBERT). fine-tuning BERT's hyperparameters optimization approaches, GenBERT enables effective analysis large datasets, such patient histories, data, notes. combination strategy increases feature selection model's capacity minute genomic linguistic patterns suggestive goal integrated provide tools new insights into pathogenesis disease, which could transform methods detecting treating As concerns prediction, model performs better than current techniques, obtaining highest accuracy (98.30%) F1-score (0.97), well greater precision (0.95) recall (0.92). Additionally, demonstrates reliably both positive negative cases sensitivity (98.65%) specificity (99.73%). Overall, offers trustworthy useful tool diagnosis.

Язык: Английский

Процитировано

0

LncRNAs Orchestrating Neuroinflammation: A Comprehensive Review DOI Creative Commons

Arash Esmaeili,

Niloufar Yazdanpanah, Nima Rezaei

и другие.

Cellular and Molecular Neurobiology, Год журнала: 2025, Номер 45(1)

Опубликована: Март 8, 2025

CNS diseases account for a major part of the comorbidity and mortality human population; moreover, neuroinflammation has become an indication different diseases, instance, Parkinson's Alzheimer's disease. Microglia astrocytes are two main glial cells that can be found in CNS. Each these plays important role mediating immune responses like inflammation. There many studies suggesting LncRNAs neuroinflammation. Indeed, orchestrate through various mechanisms, namely miRNA sponge, transcriptional activation/inhibition. In addition, regulate downstream pathways NF-κB, PI3K/AKT. this study, we gathered existing regarding mechanisms action pathogenesis neurodegenerative traumatic injuries regulating We aim to elaborate on regulatory roles bring more profound understanding etiology terms

Язык: Английский

Процитировано

0