QbD

QBD
  • 文章类型: Journal Article
    所提出的工作的目的是开发基于叶酸的放射性标记化合物,旨在用作各种叶酸受体过表达癌症的诊断辅助工具,例如。乳腺癌,脑肿瘤,肺癌等.使用设计质量直接用Tc-99m放射性标记叶酸并封装在胶束纳米载体中。作者认为,稳定的放射性标记的叶酸在过度表达叶酸受体的癌症中可能具有潜在的诊断价值,从而为放射性标记的叶酸的诊断应用开辟了新的可能性。技术说明概述:通过设计方法利用质量直接用Tc-99m放射性标记叶酸。实验试验是使用Box-Behenken设计与药物浓度设计的,还原剂的浓度和孵育时间作为因变量,放射性标记百分比作为相同的响应。通过一系列实验验证了方法部分中的应用设计,发现Tc-99m对FA的标记百分比约为94%。通过将放射性标记的化合物与血清和生理pH一起孵育,使其不能进行稳定性评估,并且发现其在4小时结束时是稳定的。在接受DTPA挑战测试时,化合物的放射性标记百分比没有变化,从而表明所形成的Tc-99m-FA复合物的稳健性,将放射性标记的Tc-99m-FA进一步包封到胶束纳米载体中,并且还发现其稳健且稳定。
    The aim of the presented work was to develop folate based radiolabeled compound intended to be used as diagnostic aid for the various folate-receptor overexpressing cancers eg. breast cancer, brain tumors, lung cancer etc. Folate was directly radiolabeled with Tc-99m using Quality-by-Design and encapsulated in micellar nanocarriers. The authors are of the view that the stable radiolabeled folate could be of potential diagnostic value in cancers overexpressing folate receptors thereby opening novel possibilities to diagnostic applications of radiolabeled folate. SUMMARY FOR TECHNICAL NOTES: Folic acid was directly radiolabeled with Tc-99m utilizing a quality by design approach. The experimental trials were designed using the Box-Behenken design with the concentration of drug, concentration of reducing agent and the incubation time as dependent variable and percent radiolabeling as the response for the same. The applied design in the method section was validated with a series of experiments and the percent labeling of the FA with Tc-99m was found to be around 94%. The radiolabeled compound was imperilled to stability evaluation by incubating the same with serum and physiological pH and the same was found to be stable at the end of 4h. On subjecting to DTPA challenge test, the compound displayed no change in the radiolabeling percentage thereby indicating the robustness of the formed Tc-99m-FA complex, The radiolabeled Tc-99m-FA was further encapsulated into micellar nanocarriers and the same were also found to be robust and stable.
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  • 文章类型: Journal Article
    水分活化干法制粒(MADG)是一种有吸引力的制粒方法。然而,只有少数作品探索了MADG实现的药物修饰释放,据作者所知,他们都没有探索胃潴留。这项研究的目的是探索MADG工艺在开发胃滞留安慰剂片剂中的适用性,由SeDeM图辅助。浮动和溶胀能力已被确定为关键质量属性(CQA)。在制剂筛选步骤之后,漂浮基质形成剂和粘合剂的类型和浓度被确定为最相关的关键材料属性(CMA),以在十种配方中进行研究。对变化的因素进行了多元线性回归分析(MLRA),以找到设计空间。制备并表征了基于主成分分析(PCA)结果和MLRA的优化产品。还通过SeDeM评估颗粒。总之,颗粒导致漂浮片剂,漂浮滞后时间短(<2min),长浮动持续时间(>4h),表现出良好的膨胀特性。迄今为止获得的结果是有希望的,足以将MADG视为有利的制粒方法,以获得胃滞留片剂或甚至其他在其组合物中需要相对高含量的吸收性材料的受控递送系统。
    Moisture activated dry granulation (MADG) is an attractive granulation process. However, only a few works have explored modified drug release achieved by MADG, and to the best of the authors knowledge, none of them have explored gastroretention. The aim of this study was to explore the applicability of MADG process for developing gastroretentive placebo tablets, aided by SeDeM diagram. Floating and swelling capacities have been identified as critical quality attributes (CQAs). After a formulation screening step, the type and concentration of floating matrix formers and of binders were identified as the most relevant critical material attributes (CMAs) to investigate in ten formulations. A multiple linear regression analysis (MLRA) was applied against the factors that were varied to find the design space. An optimized product based on principal component analysis (PCA) results and MLRA was prepared and characterized. The granulate was also assessed by SeDeM. In conclusion, granulates lead to floating tablets with short floating lag time (<2min), long floating duration (>4h), and showing good swelling characteristics. The results obtained so far are promising enough to consider MADG as an advantageous granulation method to obtain gastroretentive tablets or even other controlled delivery systems requiring a relatively high content of absorbent materials in their composition.
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  • 文章类型: Journal Article
    干粉吸入器(DPI)是最先进的肺部药物递送系统。本文探讨了纳米技术对DPI的变革性影响,强调质量目标产品概况(QTPP),重点关注空气动力学性能和颗粒特性。它导航全球监管框架,强调安全性和有效性标准的必要性。此外,它突出了纳米颗粒干粉吸入器的新兴领域,展示了它们在呼吸医学中增强靶向药物递送的潜力。这个简明的概述是研究人员的宝贵资源,医师,和药物开发商,提供对先进吸入系统的开发和商业化的见解。
    Dry powder inhalers (DPIs) are state-of-the-art pulmonary drug delivery systems. This article explores the transformative impact of nanotechnology on DPIs, emphasizing the Quality Target Product Profile (QTPP) with a focus on aerodynamic performance and particle characteristics. It navigates global regulatory frameworks, underscoring the need for safety and efficacy standards. Additionally, it highlights the emerging field of nanoparticulate dry powder inhalers, showcasing their potential to enhance targeted drug delivery in respiratory medicine. This concise overview is a valuable resource for researchers, physicians, and pharmaceutical developers, providing insights into the development and commercialization of advanced inhalation systems.
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  • 文章类型: Journal Article
    预测性能测定对于纳米药物及其生物等效后继者的开发和批准至关重要。目前,没有既定的药典方法可以为比较和选择这些配方原型提供可靠的标准,我们对体内释放的理解仍然不完整。因此,广泛的动物研究,具有增强的分析分辨率,释放和包封的药物,是评估生物等效性的必要条件。这显著提高了纳米医学开发的成本和持续时间。这项工作提出了一种用于脂质体磷酸泼尼松龙的歧视性和生物诊断性释放测试方法的开发。使用模型通知的反卷积,我们确定了体内目标释放。实验设计采用离散的L-最佳构型来完善分析方法并确定体外参数对剂型的影响。三点规范评估了体内释放的关键阶段:早期(T-5%),中间(T-20%),和延迟释放行为(T-40%),与参考产品的体内释放曲线相比,NanoCort®。测试了各种水平的剪切响应和临床相关释放介质组合物的影响。这使得能够评估剪切对释放的影响,它们体内变形和释放行为的一个重要方面。介质中蛋白质的类型和浓度影响脂质体的释放。胎牛血清强烈影响中等剪切条件下的辨别性能。该方法提供了对脂质体释放反应的深刻见解,并为体外生物等效性评估提供了有趣的工作流程。
    Predictive performance assays are crucial for the development and approval of nanomedicines and their bioequivalent successors. At present, there are no established compendial methods that provide a reliable standard for comparing and selecting these formulation prototypes, and our understanding of the in vivo release remains still incomplete. Consequently, extensive animal studies, with enhanced analytical resolution for both, released and encapsulated drug, are necessary to assess bioequivalence. This significantly raises the cost and duration of nanomedicine development. This work presents the development of a discriminatory and biopredictive release test method for liposomal prednisolone phosphate. Using model-informed deconvolution, we identified an in vivo target release. The experimental design employed a discrete L-optimal configuration to refine the analytical method and determine the impact of in vitro parameters on the dosage form. A three-point specification evaluated the key phases of in vivo release: early (T-5%), intermediate (T-20%), and late release behavior (T-40%), compared to the in vivo release profile of the reference product, NanoCort®. Various levels of shear responses and the influence of clinically relevant release media compositions were tested. This enabled an assessment of the effect of shear on the release, an essential aspect of their in vivo deformation and release behavior. The type and concentration of proteins in the medium influence liposome release. Fetal bovine serum strongly impacted the discriminatory performance at intermediate shear conditions. The method provided deep insights into the release response of liposomes and offers an interesting workflow for in vitro bioequivalence evaluation.
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  • 文章类型: Journal Article
    体外转录(IVT)反应是RNA聚合酶催化从DNA模板产生信使RNA(mRNA),以及mRNA原料药生产过程中商品成本最高的单元操作。为了降低mRNA生产的成本,试剂应得到最佳利用。由于催化,IVT反应的多组分性质,优化是一个多因素问题,非常适合用于优化和识别设计空间的实验设计方法。我们推导了IVT反应的数据驱动模型,并探索了驱动过程产量的因素(以g/L为单位),包括核苷三磷酸(NTP)浓度和Mg:NTP比对反应产率的影响,以及如何优化主要成本驱动因素RNA聚合酶和DNA模板,同时尽量减少dsRNA的形成,mRNA产品中的关键质量属性。我们报告了一种得出最佳反应设计的方法论方法,其中反应的成本效率提高了44%。我们证明了该模型对不同长度的mRNA构建体的有效性。最后,我们将IVT反应的产率最大化为24.9±1.5g/L,从而使有史以来报告的最高IVT产量翻了一番。
    In vitro transcription (IVT) reaction is an RNA polymerase-catalyzed production of messenger RNA (mRNA) from DNA template, and the unit operation with highest cost of goods in the mRNA drug substance production process. To decrease the cost of mRNA production, reagents should be optimally utilized. Due to the catalytic, multicomponent nature of the IVT reaction, optimization is a multi-factorial problem, ideally suited to design-of-experiment approach for optimization and identification of design space. We derived a data-driven model of the IVT reaction and explored factors that drive process yield (in g/L), including impact of nucleoside triphosphate (NTP) concentration and Mg:NTP ratio on reaction yield and how to optimize the main cost drivers RNA polymerase and DNA template, while minimizing dsRNA formation, a critical quality attribute in mRNA products. We report a methodological approach to derive an optimum reaction design, with which cost efficiency of the reaction was improved by 44%. We demonstrate the validity of the model on mRNA construct of different lengths. Finally, we maximized the yield of the IVT reaction to 24.9 ± 1.5 g/L in batch, thus doubling the highest ever reported IVT yield.
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  • 文章类型: Journal Article
    目的:传统的给药系统在治疗关节炎等慢性疾病时效果不大。因此,在这种疾病的时间药理学之后,可以提供明确治疗的给药系统在市场上存在空白。本研究的目的是开发Eudragit包衣的双重释放双层片剂,该片剂由质量设计(QbD)设计并基于时间治疗方法。双重释放片剂含有立即释放的依托考昔层和持续释放的硫代秋葵苷。
    方法:建立了配方的质量目标产品概况(QTTP)以及关键质量属性(CQA)。双释放层的优化是使用三级,三因素Box-Behnken设计。根据依托考昔的设计组成,共开发了依托考昔(ET1-ET13)和硫代考昔苷(TH1-TH13)的13种配方,羟基乙酸淀粉钠和碳酸氢钠用于速释(IR)层和硫代秋葵苷,LVHPMCE5和硬脂酸镁分别为缓释(SR)层。将开发的双重释放层压缩以形成双层片剂。双层片剂进一步用pH依赖性聚合物EudragitS-100包衣以避免药物在上部GIT中释放。最初使用红外(IR)光谱和X射线衍射研究(XRD)进行初始表征和药物-赋形剂相互作用研究。配方显示良好的测微特性,选择崩解和药物释放用于双层片剂的最终压缩。
    结果:制剂ET13在15分钟时显示出最快的药物释放(88%)和快速的崩解时间(21s)。缓释硫代秋葵苷片剂层(TH1-TH13)的硬度为4.01-4.45kg/cm2。配方TH12具有最高的硬度,而TH6显示最低的硬度。选择在8小时后显示97.63%药物释放的持续释放层用于压制成双层片剂。研究了开发的双层片剂的质量参数,如硬度,%脆碎度,体重变化,崩解和溶解。
    结论:通过当前的设计确保了高水平的患者依从性,因为患者不需要在晚上起床服用药物。
    OBJECTIVE: The traditional drug delivery system is not much effective when treating chronopathological diseases like arthritis. Consequently, there is a gap in the market for a delivery system that can provide an explicit treatment following the chronopharmacology of this disorder. The present study is based on the objective to develop Eudragit coated dual release bilayer tablet designed by the quality by design (QbD) and based on the chronotherapeutic approach. The dual release tablet contained an immediate release layer of etoricoxib and a sustained release layer of thiocolchicoside.
    METHODS: The quality target product profile (QTTP) of the formulation was established along with critical quality attributes (CQA). The optimization of the dual release layer was done using a three-level, three-factor Box-Behnken design. A total of thirteen formulations of etoricoxib (ET1-ET13) and thiocolchicoside (TH1-TH13) were developed based on the design composition of etoricoxib, sodium starch glycolate and sodium bicarbonate for the immediate release (IR) layer and thiocolchicoside, HPMC E5 LV and magnesium stearate for the sustained release (SR) layer respectively. The developed dual release layers were compressed to form a bilayer tablet. The bilayer tablets were further coated with pH-dependent polymer Eudragit S-100 to avoid drug release in upper GIT. The initial characterization and drug-excipient interaction studies were performed initially using infra-red (IR) spectroscopy and X-ray diffraction studies (XRD). Formulations showing good micrometric properties, disintegration and drug release were selected for final compression of bilayer tablets.
    RESULTS: Formulation ET13 showed the fastest drug release (88%) at 15minutes and quick disintegration time (21s). The sustained release thiocolchicoside tablet layer (TH1-TH13) had a hardness that varied from 4.01 to 4.45kg/cm2. Formulation TH12 had the highest hardness, whereas TH6 showed the lowest hardness. The sustained release layer showing 97.63% of drug release after 8hours was selected for the compression to bilayer tablet. The developed dual layer tablets were investigated for quality parameters like hardness, percentage friability, weight variation, disintegration and dissolution.
    CONCLUSIONS: A high level of patient compliance is ensured through the current design as the patient does not need to get out of bed at night to take the medication.
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  • 文章类型: Journal Article
    这项研究采用了质量设计(QbD)方法来喷雾干燥由Soluplus®和微晶纤维素组成的无定形克霉唑纳米悬浮液(CLT-NS)。使用Box-Behnken设计,进行了系统的评估,以分析进口温度的影响,%抽吸,和进料速率对克霉唑喷雾干燥纳米悬浮液(CLT-SDNS)的关键质量属性(CQA)的影响。在这项研究中,采用回归分析和方差分析来检测显著因素和相互作用,能够开发喷雾干燥过程的预测模型。优化后,CLT-SD-NS使用X射线粉末衍射(XRPD)进行分析,傅里叶变换红外光谱(FTIR),动态扫描量热法(DSC),和体外溶出研究。结果显示了显著的变量,包括入口温度,进料速率,和吸入率,影响产量,再分散性指数(RDI),和最终产品的水分含量。为关键质量属性(CQA)创建的模型显示出统计学意义,p值为0.05。XRPD和DSC证实了CLT-SD-NS中CLT的非晶态,和FTIR表明CLT和赋形剂之间没有相互作用。在体外溶解研究中显示,CLT-SD-NS的溶解速率提高(在DI水中增加3.12倍,在pH7.2溶解介质下增加5.88倍),归于环状再分散纳米无定形CLT颗粒。利用实验设计(DoE)方法进行精心设计的研究。
    This study employed a Quality by Design (QbD) approach to spray dry amorphousclotrimazole nanosuspension (CLT-NS) consisting of Soluplus® and microcrystallinecellulose. Using the Box-Behnken Design, a systematic evaluation was conducted toanalyze the impact of inlet temperature, % aspiration, and feed rate on the criticalquality attributes (CQAs) of the clotrimazole spray-dried nanosuspension (CLT-SDNS). In this study, regression analysis and ANOVA were employed to detect significantfactors and interactions, enabling the development of a predictive model for the spraydrying process. Following optimization, the CLT-SD-NS underwent analysis using Xraypowder diffraction (XRPD), Fourier transform infrared spectroscopy (FTIR), Dynamic Scanning Calorimetry (DSC), and in vitro dissolution studies. The resultsshowed significant variables, including inlet temperature, feed rate, and aspiration rate,affecting yield, redispersibility index (RDI), and moisture content of the final product. The models created for critical quality attributes (CQAs) showed statistical significanceat a p-value of 0.05. XRPD and DSC confirmed the amorphous state of CLT in theCLT-SD-NS, and FTIR indicated no interactions between CLT and excipients. In vitrodissolution studies showed improved dissolution rates for the CLT-SD-NS (3.12-foldincrease in DI water and 5.88-fold increase at pH 7.2 dissolution media), attributed torapidly redispersing nanosized amorphous CLT particles. The well-designed studyutilizing the Design of Experiments (DoE) methodology.
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  • 文章类型: Journal Article
    酪氨酸激酶抑制剂(TKIs)作为慢性粒细胞白血病(CML)的靶向治疗有效,能选择性抑制BCR-ABL1激酶活性。TKIs联合治疗CML得到了体外支持,体内,和基于患者的数据,其中尼洛替尼-达沙替尼共同给药具有更高的细胞摄取,对化疗的抵抗力较低,并且没有遇到额外的不良事件。因此,有必要开发一种合适的分析方法来同时评估这些药物在开发的新型脂质纳米载体如脂质体中的含量。实验设计(DoE)已被实施为QbD的工具,以系统地研究HPLC方法属性和分析响应之间的关系,即,色谱检测,量化,达沙替尼和尼洛替尼的峰性质。构造了Ishikawa图,以描述分析性能的可能影响变量。之后,采用4因素2水平全因子设计(FFD)建模并确定初始风险评估后选择的因素之间的主要影响和交互影响。通过QbD分析优化色谱条件的建议设计空间在选定的药物浓度范围内是线性的,准确和精确,敏感,根据ICH指南和健壮的。最佳方法包括在25°C柱温下梯度模式下流动相(ACN和pH7.00的20mMKH2PO4)的流速为1mL/min,样品注射体积为20μL,检测波长固定在297nm。最重要的是,这种新的HPLC方法是简单和选择性足以评估在脂质纳米载体中的达沙替尼和尼罗替尼含量。
    Tyrosine kinase inhibitors (TKIs) are effective as a targeted treatment for chronic myeloid leukemia (CML), which can selectively suppress BCR-ABL1 kinase activity. CML therapy with TKIs combination has been supported by in-vitro, in-vivo, and patient-based data where the nilotinib-dasatinib co-administration has exerted superior anticancer efficacy with greater cellular uptake, less resistance to chemotherapy, and no additive adverse events encountered. Therefore, it is essential to develop a suitable analytical method for the simultaneous estimation of these drugs in the developed novel lipid nanocarriers like liposomes. Design of Experiment (DoE) has been implemented as a tool of QbD to systematically investigate the relation between the HPLC method attributes and analytical responses, i.e., chromatographic detection, quantification, and peak properties for dasatinib and nilotinib. An Ishikawa diagram is constructed to delineate possible influencing variables to the analytical performances. Afterward, 4 factors 2 level full factorial design (FFD) was employed to model and identify the main effects and interaction effects between the factors selected after the initial risk assessment. The suggested design space for optimized chromatographic conditions by QbD analysis is linear within the selected range of drug concentrations, accurate and precise, sensitive, and robust according to the ICH guidelines. The optimal method is comprised of a 1 mL/min flow rate of mobile phase (ACN and 20 mM KH2PO4 of pH 7.00) in gradient mode at 25 °C column temperature for 20 μL sample injection volume and detection wavelength fixed at 297 nm. Most importantly, this novel HPLC method is simple and selective enough to evaluate dasatinib and nilotinib content in the lipid nanocarriers.
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  • 文章类型: Journal Article
    在本研究中,我们采用设计质量优化方法配制了负载甲氨蝶呤(MTX)的微乳外用凝胶.将优化的基于脂质的微乳液掺入2%卡波姆凝胶中。所制备的配方被表征为微流学,表面电荷,表面形态,电导率研究,流变学研究,纹理分析/铺展性,药物截留,和药物负载研究。进一步评估制剂的药物释放和释放动力学,细胞毒性试验,药物渗透和药物滞留研究,和皮肤动力学。开发的纳米系统不仅在流变学上是可接受的,而且还提供了大量的药物包封和负载。从药物释放研究来看,据观察,与普通的MTX相比,纳米凝胶在pH5.0时显示出更高的药物释放,普通凝胶,和普通微乳液。开发的系统具有改进的皮肤动力学,纳米尺寸,更高的药物负载,对A314鳞状上皮细胞的增强功效为甲氨蝶呤的局部递送提供了巨大的希望。
    In the present study, we have formulated a methotrexate (MTX)-loaded microemulsion topical gel employing quality-by-design optimization. The optimized lipid-based microemulsion was incorporated into a 2% carbopol gel. The prepared formulation was characterized for micromeritics, surface charge, surface morphology, conductivity studies, rheology studies, texture analysis/spreadability, drug entrapment, and drug loading studies. The formulation was further evaluated for drug release and release kinetics, cytotoxicity assays, drug permeation and drug retention studies, and dermatokinetics. The developed nanosystem was not only rheologically acceptable but also offered substantial drug entrapment and loading. From drug release studies, it was observed that the nanogel showed higher drug release at pH 5.0 compared to plain MTX, plain gel, and plain microemulsion. The developed system with improved dermatokinetics, nanometric size, higher drug loading, and enhanced efficacy towards A314 squamous epithelial cells offers a huge promise in the topical delivery of methotrexate.
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  • 文章类型: Journal Article
    微球的配制涉及具有多个步骤的复杂制造过程。识别适当的工艺参数以实现期望的质量属性提出了重大挑战。本研究旨在使用质量设计(QbD)方法优化纳曲酮微球制备过程中涉及的关键工艺参数(CPPs)。此外,该研究旨在评估这些微球在体内和体外条件下的药物释放曲线。确定了关键工艺参数(CPP)和关键质量属性(CQA),并利用Box-Behnken设计来描绘设计空间,确保与所需的质量目标产品概况(QTPP)保持一致。所研究的CPPs包含聚合物浓度,水相比率与有机相比率,和淬火体积。使用水包油乳液溶剂萃取技术制备微球。分析表明,聚合物浓度的增加与粒径的减小有关,骤冷体积减少导致爆发释放减少,和提高的水相比率与有机相比率改善了药物包封。在分析结果后,确定了最佳配方。总之,该研究利用动物模型对市售创新产品和优化测试产品进行了体内药物释放测试。体外溶出数据与体内评估的整合提供了对药物释放动力学的整体理解。基于QbD方法的CPP优化为通用药物制剂的开发提供了明智的指导。
    The formulation of microspheres involves a complex manufacturing process with multiple steps. Identifying the appropriate process parameters to achieve the desired quality attributes poses a significant challenge. This study aims to optimize the critical process parameters (CPPs) involved in the preparation of naltrexone microspheres using a Quality by Design (QbD) methodology. Additionally, the research aims to assess the drug release profiles of these microspheres under both in vivo and in vitro conditions. Critical process parameters (CPPs) and critical quality attributes (CQAs) were identified, and a Box-Behnken design was utilized to delineate the design space, ensuring alignment with the desired Quality Target Product Profile (QTPP). The investigated CPPs comprised polymer concentration, aqueous phase ratio to organic phase ratio, and quench volume. The microspheres were fabricated using the oil-in-water emulsion solvent extraction technique. Analysis revealed that increased polymer concentration was correlated with decreased particle size, reduced quench volume resulted in decreased burst release, and a heightened aqueous phase ratio to organic phase ratio improved drug entrapment. Upon analyzing the results, an optimal formulation was determined. In conclusion, the study conducted in vivo drug release testing on both the commercially available innovator product and the optimized test product utilizing an animal model. The integration of in vitro dissolution data with in vivo assessments presents a holistic understanding of drug release dynamics. The QbD approach-based optimization of CPPs furnishes informed guidance for the development of generic pharmaceutical formulations.
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