Neuroprotective Effects of Nanocurcumin in Spinal Cord Injury: Modulation of Inflammatory and Inflammasome-Associated Signaling in an Integrated In Vivo, In Silico, and Machine-Learning Study.
Seyyedeh Fahimeh Talebi, Jalal Mardaneh, Mohammad Matin Alishani, Abeer Ali Kadhim, Pasha Mosaed, Ako Mohammadi, Sajad Najafi, Jamal Majidpoor, Hamed Shoorei
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引用次数: 0
Abstract
Spinal cord injury (SCI) triggers secondary neuroinflammatory and inflammasome-associated responses that contribute to tissue damage and functional impairment. This study evaluated nanocurcumin in experimental SCI using integrated experimental, computational, and exploratory machine-learning approaches. Adult male Wistar rats were allocated to Sham, SCI, or SCI + nanocurcumin groups. SCI was induced by T6 contusion, and nanocurcumin (50 mg/kg, intraperitoneally) was administered every 12 hours for 72 hours. Functional, histological, molecular, and inflammatory outcomes were assessed using BBB scoring, Luxol Fast Blue staining, immunofluorescence, RT-qPCR, and ELISA. SCI impaired locomotor function and myelin integrity and increased inflammasome-associated and inflammatory markers. Nanocurcumin significantly improved BBB scores, increased the LFB-positive myelinated area, and attenuated these molecular alterations. Tissue IL-1β, IL-18, HMGB1, and TLR4 levels were also reduced following nanocurcumin treatment compared with untreated SCI. Correlation and hierarchical clustering analyses demonstrated coordinated molecular-functional associations and separation of SCI from control and treated profiles. Exploratory Random Forest/SHAP analyses highlighted NF-κB, Caspase-1, NOX2, and NLRP3 as influential variables for group discrimination. Docking predicted favorable curcumin-target interactions, while MD simulations supported distinct conformational behavior of selected complexes. Overall, nanocurcumin was associated with attenuated inflammatory and inflammasome-associated responses and improved early functional and histological outcomes following SCI.
脊髓损伤(SCI)引发继发性神经炎症和炎性小体相关反应,导致组织损伤和功能损伤。本研究使用综合实验、计算和探索性机器学习方法评估纳米姜黄素在实验性SCI中的作用。将成年雄性Wistar大鼠分为Sham组、SCI组和SCI +纳米姜黄素组。T6挫伤诱导脊髓损伤,每12小时腹腔注射纳米姜黄素50 mg/kg,连续72小时。使用BBB评分、Luxol Fast Blue染色、免疫荧光、RT-qPCR和ELISA评估功能、组织学、分子和炎症结果。脊髓损伤损害了运动功能和髓磷脂完整性,增加了炎性小体相关和炎症标志物。纳米姜黄素显著改善BBB评分,增加lfb阳性髓鞘面积,并减弱这些分子改变。与未治疗的SCI相比,纳米姜黄素治疗后的组织IL-1β、IL-18、HMGB1和TLR4水平也有所降低。相关分析和分层聚类分析表明,SCI与对照和处理过的表型存在协调的分子功能关联和分离。探索性随机森林/SHAP分析强调NF-κB、Caspase-1、NOX2和NLRP3是群体歧视的影响变量。对接预测了有利的姜黄素靶相互作用,而MD模拟支持所选配合物的独特构象行为。总的来说,纳米姜黄素与减轻炎症和炎症小体相关反应有关,并改善脊髓损伤后的早期功能和组织学结果。
期刊介绍:
Journal of Drug Targeting publishes papers and reviews on all aspects of drug delivery and targeting for molecular and macromolecular drugs including the design and characterization of carrier systems (whether colloidal, protein or polymeric) for both vitro and/or in vivo applications of these drugs.
Papers are not restricted to drugs delivered by way of a carrier, but also include studies on molecular and macromolecular drugs that are designed to target specific cellular or extra-cellular molecules. As such the journal publishes results on the activity, delivery and targeting of therapeutic peptides/proteins and nucleic acids including genes/plasmid DNA, gene silencing nucleic acids (e.g. small interfering (si)RNA, antisense oligonucleotides, ribozymes, DNAzymes), as well as aptamers, mononucleotides and monoclonal antibodies and their conjugates. The diagnostic application of targeting technologies as well as targeted delivery of diagnostic and imaging agents also fall within the scope of the journal. In addition, papers are sought on self-regulating systems, systems responsive to their environment and to external stimuli and those that can produce programmed, pulsed and otherwise complex delivery patterns.