Current Neuropharmacology - Online First

Polyglutamine (polyQ) spinocerebellar ataxias (SCA) are a group of autosomal dominant neurodegenerative disorders for which no effective treatments currently exist. These conditions impose a significant burden on patients, their families, and society. Consequently, the treatment of these disorders has attracted significant global interest.

We conducted this bibliometric analysis to identify the key research hotspots and predict the future research directions of this field.

Studies relating to the treatment of polyQ SCA published from 1999 to 2024 were retrieved from the Web of Science Core Collection database. Relevant papers were selected using predefined inclusion and exclusion criteria. HistCite, VOSviewer, CiteSpace, and alluvial generator were used in the bibliometric analysis.

Overall, 935 papers were included. The number of publications in this field showed a trend toward a fluctuating increase. The United States and the University of Coimbra were the leading countries and institutions, respectively, in terms of publication number. The two most productive and highly cited authors were Luis Pereira de Almeida and Patricia Maciel. The journals Cerebellum, Human Molecular Genetics, and Movement Disorders were considered the most influential based on the number of publications and citations. Furthermore, “new SCA types”, “Huntington’s disease”, “clinical trial”, “gene therapy”, “disease models,” and “Aggregation clearance therapy” emerged as current hotspots in this field, as revealed by the reference and keyword analyses.

This study presents a systematic bibliometric analysis of research on the polyQ SCA treatment, which we hope will assist researchers in identifying the key topics and future research directions in this field.

In the medicinal chemistry (MC) field, artificial intelligence (AI) has been used to establish quantitative structure-activity relationship (QSAR) classification models, virtual screening, drug discovery, drug design, and so on. In this investigation, MC AI studies (AI-MC) (from 2001-2023) underwent quantitative and qualitative modeling analyses.

Using a hybrid research strategy incorporating content analyses and bibliometric methods, we retrospectively analysed the AI-MC literature using a bibliometrix package (R software) combined with CiteSpace V and VOSviewer programs.

Between 2001 and 2023, AI-MC articles were published in 92 countries or regions, with China and the United States leading in the number of publications. Also, 196 affiliations were added to AI-MC research; the CHINESE ACADEMY OF SCIENCES contributed the most. Reference clusters were categorized as follows: (1) QSAR, (2) virtual screening, (3) drug discovery, (4) drug design. Predictive model (2020-2021), molecular fingerprints (2021-2023) and scoring function (2021-2023) reflected research frontier keywords. As we look to the future, the ongoing progress and innovation in technology herald the promising development of multimodal and large language models (LLMs) within the realm of MC.

The integration of AI into MC has significantly transformed the landscape of drug development. AI techniques, particularly machine learning, and deep learning algorithms, have demonstrated remarkable potential in accelerating the discovery and optimization of new drugs. By leveraging large datasets and advanced computational models, AI enhances the efficiency of virtual screening, improves the accuracy of QSAR models, and facilitates the design of novel therapeutic agents. As the technology continues to advance, the development of multimodal and large language models (LLMs) is expected to further revolutionize this field, offering new opportunities for more precise and efficient drug design and discovery.

We comprehensively characterized the AI-MC field and determined future trends and hotspots. Importantly, we provided a dynamic oversight of the AI-MC literature and identified key upcoming research areas.

High-altitude cerebral edema (HACE) is a serious condition caused by prolonged hypobaric hypoxia (HH). Autophagic degradation of Claudin-5 plays a crucial role in HH-induced blood-brain barrier (BBB) damage. Hydroxychloroquine (HCQ), a lysosomal inhibitor used in autophagy treatment, reduces inflammation and BBB damage in traumatic brain injury. However, its effectiveness in preventing HACE is still unknown.

C57BL/6J mice were treated with HCQ and exposed to HH for 24 hrs to study BBB integrity. We evaluated BBB disruption via brain water content, Evans blue, and FITC-dextran assays. Changes in tight junctions (TJs) of cerebrovascular endothelial cells were analyzed using electron microscopy and immunofluorescence. Western blotting quantified autophagy protein levels in brain tissue. Hypoxia-mimetic in vitro models were used to explore HCQ's effects on TJs and BBB permeability, confirmed by various assays, including immunofluorescence, electron microscopy, and Western blotting.

HCQ significantly mitigated rapamycin-induced autophagy and Claudin-5 degradation. Prolonged hypoxia exposure promoted lysosomal degradation of Claudin-5, increasing endothelial cell permeability. HCQ inhibited autophagy in bEnd.3 cells via the PI3K-Akt-mTOR and Erk pathway, reducing hypoxia-induced Claudin-5 down-regulation. In mice, HH exposure increased brain autophagy, damaging the vascular endothelial TJs and subsequently increasing endothelial permeability. Pretreatment with HCQ significantly reduced the level of autophagy in the brains of HH-exposed mice, thereby mitigating the HH-induced damage to vascular TJs, alleviating the downregulation of Claudin-5, and enhancing endothelial integrity.

HCQ effectively prevented HACE by inhibiting HH-induced Claudin-5 membrane expression downregulation, thus mitigating BBB damage and brain water content increase in HH-exposed mice.

Neurotoxicity is the severe adverse reaction induced by chemotherapy drugs, characterized by neuropathic pain. However, there is a notable lack of therapeutic drugs for chemotherapy-induced neuropathic pain (CINP). Celastrol, a naturally occurring terpenoid active compound extracted from the roots of Tripterygium wilfordii Hook f., exhibits a neuroprotective effect, yet its therapeutic potential in CINP has not been reported.

In this study, with vincristine-induced neuropathic pain (VINP) as a model, we aimed to investigate the therapeutic effect of celastrol on VINP and its specific mechanisms.

Vincristine (VCR, 0.1 mg/kg, intraperitoneal injection) was used to induce a neuropathic pain model. Celastrol (0.5, 1.0, and 2.0 mg/kg, intraperitoneal injection) was administered to assess its therapeutic effects on VINP. Transmission electron microscopy (TEM) was employed to examine damage to the sciatic nerve fibers and mitochondria. Flow cytometry was used to detect mitochondrial membrane potential (MMP), reactive oxygen species (ROS), and cell apoptosis. Primary astrocyte cultures were utilized further to validate the therapeutic mechanisms of celastrol in VINP.

Here, we demonstrate that celastrol inhibits VCR-induced activation of spinal astrocytes by suppressing CaMKII phosphorylation. Additionally, celastrol alleviates the Cx43-dependent inflammation caused by VCR through the inhibition of the CaMKII/NF-κB signaling pathway. Concurrently, celastrol modulates the production of reactive oxygen species (ROS) and the expression of apoptosis-related proteins (Cleaved Caspase-3, Bax, and Bcl-2) by suppressing the phosphorylation of CaMKII in astrocytes, thereby ameliorating the mitochondrial damage and cell apoptosis caused by VCR.

This study delves into the efficacy of celastrol in treating VINP and elucidates its underlying mechanisms. The findings demonstrate that celastrol elevates pain thresholds in mice, ameliorates neuropathy, and inhibits VCR-induced astrocyte activation, as well as spinal dorsal horn inflammation, oxidative stress, and apoptosis, by blocking CaMKII phosphorylation. Unlike first-line CINP drugs, celastrol targets multiple CINP-related pathological pathways. However, this study primarily focuses on male mice and lacks a naive group, which may affect the interpretation of baseline physiological parameters. Therefore, future research will incorporate female mice and naive groups to further enhance the study's comprehensiveness and reliability.

Our findings reveal that celastrol exerts therapeutic effects on VINP through its anti-inflammatory, antioxidant, and anti-apoptotic properties. Furthermore, we preliminarily explore the molecular mechanisms underlying these effects, thereby providing a scientific basis for celastrol as a potential therapeutic agent for CINP.