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The anterior cruciate ligament is one of the important tissues to maintain the stability of the human knee joint, but it is difficult for this ligament to self-heal after injury. Consequently, transplantation of artificial ligaments (ALs) has gained widespread attention as an important alternative treatment method in recent years. However, accurately predicting the intricate mechanical properties of ALs remains a formidable challenge, particularly when employing theoretical frameworks such as braiding theory. This obstacle presents a significant impediment to achieving optimal AL design. Therefore, in this study, a high-precision machine learning model based on an artificial neural network was developed to rapidly and accurately predict the mechanical properties of ALs. The results showed that the proposed model achieved a reduction of 45.22% and 50.17% in the normalized root mean square error on the testing set when compared to traditional machine learning models (Random Forest and Support Vector Machine), demonstrating its higher accuracy. In addition, the design of ALs with desired mechanical properties was achieved by optimizing the braiding parameters, and its effectiveness was verified through experiments. The mechanical properties of the prepared ALs were able to fully meet the desired targets and were at least 2% higher. Finally, the influence weights of different braiding parameters on the mechanical properties of ALs were analyzed by feature importance., Competing Interests: Declaration of competing interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper., (Copyright © 2024 Elsevier Ltd. All rights reserved.)

In this report, eco-friendly synthesis for the production of copper nanoparticles by employing the sodium lignosulfonate (NaLS) mixed starch composite (NaLS-Starch/Cu NPs). NaLS-Starch mixed hydrogel has notable reducing and stabilizing potential for preparation of Cu nanoparticles. Characterization of NaLS-Starch/Cu NPs bionanocomposite was subjected to analysis of spectroscopic and microscopic techniques, including FE-SEM, TEM, EDS-elemental mapping, particle size distribution, XRD and ICP. TEM images displayed the spherical structured NaLS-Starch/Cu NPs, averaging 5-10 nm size. NaLS-Starch/Cu NPs were applied to cure the induced burn wounds in 60 Wistar rats. A group was considered as control group. The animals were treated with basal, tetracycline 3 % and NaLS-Starch/Cu NPs 3 % for 30 days and the treatment efficacy was determined according to the burn wound area reduction and molecular and histological characteristics. Taken together, these results support therapeutic use of NaLS-Starch/Cu NPs as potent ointment that may be proposed for burn wound healing. NaLS-Starch/Cu NPs ointment increased the levels of platelet-derived growth factors (PDGF) and fibroblast growth factor (bFGF). The mean wound surface, in all groups treated by NaLS-Starch/Cu NPs was larger than control group., Competing Interests: Declaration of competing interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper., (Copyright © 2024 Elsevier B.V. All rights reserved.)

In the present studies locally injectable docetaxel nanocrystals loaded d-alpha tocopheryl polyethylene glycol 1000 succinate-modified Pluronic F127 (DOC-NCs-TPGS-PF127) thermo-sensitive hydrogels were prepared to reverse drug resistance of P-glycoprotein (P-gp)-overexpressing human liver cancer SMMC-7721 tumors. Firstly, DOC nanosuspensions with mean particle size of 196nm were prepared and dispersed into series of mixed solutions containing PF127 and TPGS of different ratios to obtain DOC-NCs-TPGS-PF127 hydrogels. DOC NCs, exhibiting a uniform distribution and very good physical stability during three sol-gel cycles in the hydrogel network, did not influence the gelation temperature. Swelling-dependent release pattern was found for DOC NCs from hydrogels and release profiles could be well fitted by the Peppas equation. MTT test showed that hydrogels containing 0% or 0.1% TPGS had no cytotoxicity against L929 fibroblasts. Both DOC solution and DOC-NCs-TPGS-PF127 hydrogels exhibited obvious cytotoxicity against sensitive SMMC-7721 cells. When resistant SMMC7721 cells were treated, DOC-NCs-TPGS-PF127 hydrogels showed significantly higher cytotoxicity compared with DOC solution and hydrogels containing no TPGS (DOC-NCs-PF127), with markedly lower IC50 and resistant index (RI). After intratumoral injection in SMMC-7721/RT tumor xenograft Balb/c mice model, DOC-NCs-TPGS-PF127 hydrogels exhibited about 5-fold increase and 1.8-fold increase in the inhibition rate of tumor growth compared with intravenous and intratumoral injection of DOC solution, respectively. It could be concluded that TPGS-modified PF127 thermo-sensitive hydrogel was an excellent locally injectable carrier to reverse P-gp overexpression associated multi-drug resistance., (Copyright © 2016 Elsevier B.V. All rights reserved.)

Purpose: The present studies evaluated the ability of paclitaxel (PTX) nanosuspension coated with TPGS to reverse drug-resistance of P-glycoprotein (P-gp)-overexpressing H460 human lung cancer cells., Method: P-gp expression level of H460 cells was detected by western blot method. MTT assay was used to investigate in vitro cytotoxicity of PTX formulations and the resistance index (RI) of H460/RT cells. At last the antitumor efficacy of PTX nanosuspension was evaluated in resistant H460 cells xenograft Balb/c mice., Results: The P-gp expression level of H460/RT cells was four times more than that of sensitive H460 cells. TPGS could reduce the P-gp expression by 25.41% at a concentration of 100 μg/ml after 24h exposure. Both PTX solution and nanosuspension exhibited obvious cytotoxicity against sensitive H460 cells. When H460/RT cells were treated, PTX nanosuspension showed significantly higher cytotoxicity compared with PTX solution, with much lower IC50 value and RI at each time point. After intravenous administration PTX nanosuspension exhibited about 5-fold increase in the inhibition rate of tumor growth compared with the mixed solution of PTX and TPGS., Conclusions: PTX nanosuspension coated with TPGS could effectively reverse drug resistance of H460/RT cells. The usage of TPGS as stabilizers on the surface of nanocrystals of insoluble anticancer drugs may be an effective approach to overcome the multi-drug resistances (MDR)., (Copyright © 2014 Elsevier B.V. All rights reserved.)

Purpose: The aim of the present study was to evaluate the acute toxicity and pharmacokinetics of paclitaxel nanosuspensions stabilized with TPGS in mice., Method: The paclitaxel nanosuspensions were prepared by evaporative precipitation into aqueous solution (EPAS) method, and freeze-dried powders of the nanosuspensions were obtained through lyophilization process. The morphology and particle size of nanosuspensions were determined by transmission electron microscope and Zetasizer, respectively. The acute toxicity and pharmacokinetics of paclitaxel nanosuspensions after intravenous administration to Kunming mice were studied. A marketed paclitaxel injectable solution was studied parallelly., Results: The paclitaxel nanoparticles were in rod shape under transmission electron microscope, and their mean particle size was 135.4 ± 5.7 nm. Results of acute toxicity showed the LD50 of paclitaxel nanosuspensions was 98.63 mg/kg, twice more than that of the marketed injection (41.46 mg/kg). After intravenous injection paclitaxel nanosuspensions displayed different pharmacokinetic properties in comparison with the marketed injectable solution, including a decreased initial drug concentration, increased plasma half-life, AUC and MRT., Conclusions: The paclitaxel nanosuspensions prepared in this study could markedly enhance the tolerance dosage in mice, and manifest different pharmacokinetic properties compared with the solution., (Copyright © 2013 Elsevier B.V. All rights reserved.)