translational medicine

转化医学
  • 文章类型: Editorial
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  • 文章类型: Journal Article
    背景:从根本上由能源消耗和能源消耗的不平衡定义,肥胖是包括骨关节炎(OA)在内的多种肌肉骨骼疾病的重要危险因素。由于产生炎性细胞因子和脂肪因子的脂肪组织的内分泌特性,高脂肪饮食和久坐的生活方式导致肥胖增加,导致全身性炎症。我们先前显示特定脂肪因子的血清水平与膝关节OA患者的骨重塑和软骨体积损失的生物标志物相关。最近,我们发现肥胖的代谢结果驱动了与BMI定义的“健康体重”相比,肥胖个体关节滑膜组织中促炎性成纤维细胞亚群的富集。因此,本研究鉴定了OA关节组织中的肥胖相关基因,这些基因在物种和条件下都是保守的。
    方法:该研究利用了从基因表达Omnibus(GEO)下载的人类和小鼠研究的6个公开可用的批量和单细胞转录组数据集。采用机器学习模型对保守基因表达谱的数据集进行建模和统计测试。使用定量PCR方法(N=38)在来自肥胖和健康体重个体的OA组织中验证鉴定的基因。肥胖和健康体重的患者分别按BMI>30和BMI在18和24.9之间进行分类。从计划接受选择性关节成形术的所有研究参与者获得知情同意书。
    结果:主成分分析(PCA)用于研究小鼠和人类数据类别之间的差异,这证实了肥胖和健康人群之间的差异。在p<0.05的经调整的p值上过滤的差异基因表达分析,鉴定小鼠和人类数据集中的差异表达基因(DEGs)。使用鉴定12个基因的曲线下面积(AUC)进一步分析DEGs。通路富集分析表明这些基因参与脂肪酸的生物合成和延伸以及运输,氧化,和脂质的分解代谢过程。qPCR验证发现大多数基因在肥胖参与者的关节组织中显示出上调的趋势。三个经过验证的基因,IGFBP2(p=0.0363),与瘦体重关节组织相比,肥胖关节组织中的DOK6(0.0451)和CASP1(0.0412)显着不同。
    结论:本研究已在几个已发表的肥胖数据集中使用机器学习模型来鉴定肥胖相关基因,这些基因在OA的关节组织中得到验证。这些结果表明,肥胖相关基因在各种情况下都是保守的,并且可能是肥胖个体加速疾病的基础。虽然进一步的验证和附加条件仍有待在此模型中测试,以这种方式识别肥胖相关基因可以作为患者分层的全球辅助手段,从而在此类患者亚群中产生靶向治疗干预的潜力.
    BACKGROUND: Fundamentally defined by an imbalance in energy consumption and energy expenditure, obesity is a significant risk factor of several musculoskeletal conditions including osteoarthritis (OA). High-fat diets and sedentary lifestyle leads to increased adiposity resulting in systemic inflammation due to the endocrine properties of adipose tissue producing inflammatory cytokines and adipokines. We previously showed serum levels of specific adipokines are associated with biomarkers of bone remodelling and cartilage volume loss in knee OA patients. Whilst more recently we find the metabolic consequence of obesity drives the enrichment of pro-inflammatory fibroblast subsets within joint synovial tissues in obese individuals compared to those of BMI defined \'health weight\'. As such this present study identifies obesity-associated genes in OA joint tissues which are conserved across species and conditions.
    METHODS: The study utilised 6 publicly available bulk and single-cell transcriptomic datasets from human and mice studies downloaded from Gene Expression Omnibus (GEO). Machine learning models were employed to model and statistically test datasets for conserved gene expression profiles. Identified genes were validated in OA tissues from obese and healthy weight individuals using quantitative PCR method (N = 38). Obese and healthy-weight patients were categorised by BMI > 30 and BMI between 18 and 24.9 respectively. Informed consent was obtained from all study participants who were scheduled to undergo elective arthroplasty.
    RESULTS: Principal component analysis (PCA) was used to investigate the variations between classes of mouse and human data which confirmed variation between obese and healthy populations. Differential gene expression analysis filtered on adjusted p-values of p < 0.05, identified differentially expressed genes (DEGs) in mouse and human datasets. DEGs were analysed further using area under curve (AUC) which identified 12 genes. Pathway enrichment analysis suggests these genes were involved in the biosynthesis and elongation of fatty acids and the transport, oxidation, and catabolic processing of lipids. qPCR validation found the majority of genes showed a tendency to be upregulated in joint tissues from obese participants. Three validated genes, IGFBP2 (p = 0.0363), DOK6 (0.0451) and CASP1 (0.0412) were found to be significantly different in obese joint tissues compared to lean-weight joint tissues.
    CONCLUSIONS: The present study has employed machine learning models across several published obesity datasets to identify obesity-associated genes which are validated in joint tissues from OA. These results suggest obesity-associated genes are conserved across conditions and may be fundamental in accelerating disease in obese individuals. Whilst further validations and additional conditions remain to be tested in this model, identifying obesity-associated genes in this way may serve as a global aid for patient stratification giving rise to the potential of targeted therapeutic interventions in such patient subpopulations.
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  • 文章类型: Journal Article
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  • 文章类型: Journal Article
    肽作为治疗剂正吸引越来越多的兴趣。这种趋势源于它们的成本效益和降低的免疫原性,与抗体或重组蛋白相比,而且还有它们对接和干扰大型蛋白质-蛋白质相互作用表面的能力,以及它们相对于有机分子的更高的特异性和更好的生物相容性。已经开发了许多工具来理解,预测,和工程肽功能。然而,大多数最先进的方法仅将肽视为线性实体,而忽略了它们的结构排列。然而,结构细节对肽的性质至关重要,如溶解度,稳定性,或具有约束力的亲和力。肽结构预测的最新进展已经成功地解决了自信确定的肽结构的稀缺性。这篇综述将探讨肽及其组装体的不同治疗和生物技术应用。强调整合结构信息以有效推进这些努力的重要性。
    Peptides are attracting a growing interest as therapeutic agents. This trend stems from their cost-effectiveness and reduced immunogenicity, compared to antibodies or recombinant proteins, but also from their ability to dock and interfere with large protein-protein interaction surfaces, and their higher specificity and better biocompatibility relative to organic molecules. Many tools have been developed to understand, predict, and engineer peptide function. However, most state-of-the-art approaches treat peptides only as linear entities and disregard their structural arrangement. Yet, structural details are critical for peptide properties such as solubility, stability, or binding affinities. Recent advances in peptide structure prediction have successfully addressed the scarcity of confidently determined peptide structures. This review will explore different therapeutic and biotechnological applications of peptides and their assemblies, emphasizing the importance of integrating structural information to advance these endeavors effectively.
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  • 文章类型: Journal Article
    肌肉减少症是老年人的主要公共卫生问题,导致残疾,falls,骨折,和死亡率。本研究旨在阐明少肌症的病理生理机制,并使用系统生物学方法确定潜在的治疗靶点。分析了来自先前队列的24个肌少症个体和29个健康个体的肌肉活检的RNA-seq数据。差异表达,基因集富集,基因共表达网络,和拓扑分析进行,以确定与肌肉减少症发病机制有关的靶基因,导致选择6个hub基因(PDHX,AGL,SEMA6C,CASQ1,MYORG,和CCDC69)。然后采用药物再利用方法来确定肌肉减少症的新药物治疗方案(氯纤酸,曲格列酮,在aferin-a中,palbociclib,MG-132,硼替佐米)。最后,在肌肉细胞系(C2C12)中的验证实验显示,MG-132和曲格列酮是治疗肌肉减少症的有希望的候选药物。我们的方法,基于系统生物学和药物重新定位,深入了解肌肉减少症的分子机制,并使用现有药物提供潜在的新治疗选择。
    Sarcopenia is a major public health concern among older adults, leading to disabilities, falls, fractures, and mortality. This study aimed to elucidate the pathophysiological mechanisms of sarcopenia and identify potential therapeutic targets using systems biology approaches. RNA-seq data from muscle biopsies of 24 sarcopenic and 29 healthy individuals from a previous cohort were analysed. Differential expression, gene set enrichment, gene co-expression network, and topology analyses were conducted to identify target genes implicated in sarcopenia pathogenesis, resulting in the selection of 6 hub genes (PDHX, AGL, SEMA6C, CASQ1, MYORG, and CCDC69). A drug repurposing approach was then employed to identify new pharmacological treatment options for sarcopenia (clofibric-acid, troglitazone, withaferin-a, palbociclib, MG-132, bortezomib). Finally, validation experiments in muscle cell line (C2C12) revealed MG-132 and troglitazone as promising candidates for sarcopenia treatment. Our approach, based on systems biology and drug repositioning, provides insight into the molecular mechanisms of sarcopenia and offers potential new treatment options using existing drugs.
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  • 文章类型: Journal Article
    背景:严重疟疾是一种危及生命的感染,特别影响非洲5岁以下儿童。目前使用肠胃外青蒿素衍生物的治疗是非常有效的。然而,青蒿素部分耐药性在东南亚普遍存在,导致治疗后寄生虫清除延迟,并在南美独立出现,大洋洲,和非洲。因此,需要治疗严重疟疾的新疗法,现在确定它们的特征是谨慎的。该手稿着重于针对严重疟疾的新疗法的目标产品概况(TPP)。它还强调了在考虑保护青蒿素疗法效用的方法时的准备。
    重症疟疾治疗必须非常有效,具有快速起效的抗寄生虫活性,以尽快清除感染,以防止并发症。它们还应该具有低的耐药性选择潜力,鉴于严重疟疾患者的高寄生虫负担。需要联合疗法来阻止抗性选择和传播。批准用于简单疟疾治疗的伙伴药物将为联合用药提供最快速的发展途径,尽管应该考虑新的候选分子。青蒿素联合治疗严重疟疾的方法将延长目前治疗的寿命,但理想情况下,完全新颖,应开发针对严重疟疾的非青蒿素类联合疗法。这些应该推进到至少2期临床试验,如果当前治疗在临床上失败,则能够快速进展为患者使用。治疗严重疟疾的新药组合应作为可注射制剂提供,以便快速有效地治疗。或在资源有限的情况下作为转诊前干预的直肠制剂。
    结论:确定TPP是调整整个社区反应的关键步骤,以积极应对青蒿琥酯在严重疟疾中临床失败的可能性。从短期来看,以青蒿素为基础的联合疗法应使用批准的药物或新药开发。从长远来看,应该寻求新的联合治疗。因此,该TPP旨在指导努力保持现有治疗的疗效,同时改善受这种危及生命的疾病影响的个体的护理和结果。
    BACKGROUND: Severe malaria is a life-threatening infection, particularly affecting children under the age of 5 years in Africa. Current treatment with parenteral artemisinin derivatives is highly efficacious. However, artemisinin partial resistance is widespread in Southeast Asia, resulting in delayed parasite clearance after therapy, and has emerged independently in South America, Oceania, and Africa. Hence, new treatments for severe malaria are needed, and it is prudent to define their characteristics now. This manuscript focuses on the target product profile (TPP) for new treatments for severe malaria. It also highlights preparedness when considering ways of protecting the utility of artemisinin-based therapies.
    UNASSIGNED: Severe malaria treatments must be highly potent, with rapid onset of antiparasitic activity to clear the infection as quickly as possible to prevent complications. They should also have a low potential for drug resistance selection, given the high parasite burden in patients with severe malaria. Combination therapies are needed to deter resistance selection and dissemination. Partner drugs which are approved for uncomplicated malaria treatment would provide the most rapid development pathway for combinations, though new candidate molecules should be considered. Artemisinin combination approaches to severe malaria would extend the lifespan of current therapy, but ideally, completely novel, non-artemisinin-based combination therapies for severe malaria should be developed. These should be advanced to at least phase 2 clinical trials, enabling rapid progression to patient use should current treatment fail clinically. New drug combinations for severe malaria should be available as injectable formulations for rapid and effective treatment, or as rectal formulations for pre-referral intervention in resource-limited settings.
    CONCLUSIONS: Defining the TPP is a key step to align responses across the community to proactively address the potential for clinical failure of artesunate in severe malaria. In the shorter term, artemisinin-based combination therapies should be developed using approved or novel drugs. In the longer term, novel combination treatments should be pursued. Thus, this TPP aims to direct efforts to preserve the efficacy of existing treatments while improving care and outcomes for individuals affected by this life-threatening disease.
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  • 文章类型: Journal Article
    目的:小儿肝移植(pLT)后,儿童接受终身免疫抑制,因为用于评估排斥反应概率的可靠生物标志物很少.在多中心(n=7)前瞻性临床队列研究中,我们旨在表征pLT后第一年可溶性和细胞免疫介质的纵向动态,并确定与结局相关的早期生物标志物.
    方法:使用配对的基于Luminex的多重技术和流式细胞术,我们表征了可溶性免疫介质的纵向动力学(SIM,n=50)和244名患者的血液中的免疫细胞在一年以上的8次访问:之前,7/14/21/28天,pLT后3/6/12个月。
    结果:基于SIM资料的患者无监督聚类揭示了与临床结果相关的6个独特的SIM特征。从与改善结果相关的3个签名中,其中一项与一年的无排斥反应生存率和稳定的移植物功能相关,其特征是促炎性反应水平较低(CXCL8/9/10/12,CCL7,SCGF-β,sICAM-1),高水平的再生(SCF,TNF-β),和促凋亡(TRAIL)SIM(全部,p<0.001,倍数变化>100)。值得注意的是,此SIM签名在pLT后两周出现,并在全年保持稳定,指出其作为一种新型早期生物标志物的潜力,用于最小化或戒断免疫抑制。在这些病人的血液中,CD56brightNK细胞的频率较高(p<0.01),一个已知的标志也与手术耐受性pLT患者有关,被检测到。基于识别的SIM特征预测排斥反应的模型的一致性为0.715和0.795,结合与生活相关的移植作为协变量,分别。
    结论:SIM血液特征可以在pLT后的第一年进行非侵入性和早期评估排斥风险,为改善治疗选择铺平了道路。
    OBJECTIVE: After pediatric liver transplantation (pLT), children undergo life-long immunosuppression since reliable biomarkers for the assessment of rejection probability are scarce. In the multicentre (n=7) prospective clinical cohort \"ChilSFree\" study, we aimed to characterize longitudinal dynamics of soluble and cellular immune mediators during the first year after pLT and identify early biomarkers associated with outcome.
    METHODS: Using paired Luminex-based multiplex technique and flow cytometry, we characterized longitudinal dynamics of soluble immune mediators (SIM, n=50) and immune cells in the blood of 244 patients at 8 visits over one year: before, 7/14/21/28 days, 3/6/12 months after pLT.
    RESULTS: The unsupervised clustering of patients based on SIM profiles revealed 6 unique SIM signatures associated with clinical outcome. From 3 signatures linked to improved outcome, one was associated with one-year-long rejection-free survival and stable graft function and was characterized by low levels of pro-inflammatory (CXCL8/9/10/12, CCL7, SCGF-β, sICAM-1), high levels of regenerative (SCF, TNF-β), and pro-apoptotic (TRAIL) SIM (all, p<0.001, fold change >100). Of note, this SIM signature appeared two weeks after pLT and remained stable over the entire year, pointing towards its potential as a novel early biomarker for minimizing or weaning immunosuppression. In the blood of these patients, a higher frequency of CD56bright NK cells (p<0.01), a known hallmark also associated with operationally tolerant pLT patients, was detected. The concordance of the model for prediction of rejection based on identified SIM signatures was 0.715, and 0.795, in combination with living-related transplantation as co-variate, respectively.
    CONCLUSIONS: SIM blood signatures may enable the non-invasive and early assessment of rejection risks in the first year after pLT, paving the way to improved therapeutic options.
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  • 文章类型: Journal Article
    COVID-19大流行影响了日常生活的各个领域,包括医疗。不幸的是,到目前为止,没有找到治愈这种疾病的特定治疗方法,因此,建议实施所有可能的策略来预防感染。在这种情况下,重要的是要更好地定义所有行为的作用,特别是营养,以确定这些是否既可以预防感染又可以改善COVID-19患者的疾病结局。有足够的证据表明,营养不足会削弱免疫反应。营养管理和治疗对于增强感染者对RNA病毒感染的免疫反应非常重要。完整的营养评估应包括人体测量学,饮食,和实验室评估,以及关于患者临床状况的多学科讨论。这样,有可能建立个性化的营养方法,有助于改善临床和营养预后。从这个角度来看,饮食,通过摄入维生素和微量元素并保持肠道屏障的充分功能,可以降低COVID-19感染的严重程度。在这项研究中,我们概述了饮食对非癌症患者COVID-19感染的影响.这个概念需要进一步评估,因此,identification,表征,以及与COVID-19患者管理相关的正确营养原则可能会改善预后,并可能预防感染或导致治愈。
    The COVID-19 pandemic impacted all areas of daily life, including medical care. Unfortunately, to date, no specific treatments have been found for the cure of this disease, and therefore, it is advisable to implement all possible strategies to prevent infection. In this context, it is important to better define the role of all behaviors, in particular nutrition, in order to establish whether these can both prevent infection and improve the outcome of the disease in patients with COVID-19. There is sufficient evidence to demonstrate that immune response can be weakened by inadequate nutrition. Nutrition management and treatment are very important to enhance the immune response of an infected person against RNA viral infection. A complete nutritional assessment should include anthropometric, dietary, and laboratorial assessment, as well as a multidisciplinary discussion about the patient\'s clinical condition. In this way, it is possible to establish an individualized nutritional approach to contribute to improving clinical and nutritional prognoses. From this point of view, diet, through intake of vitamins and trace elements and maintaining adequate functioning of the intestinal barrier, can reduce the severity of the COVID-19 infection. In this study, we provide an overview of the effects of diet on COVID-19 infection in non-cancer patients. This notion needs to be further evaluated, and thus, identification, characterization, and targeting of the right nutrition principles related to the management of patients with COVID-19 are likely to improve outcomes and may prevent the infection or lead to a cure.
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  • 文章类型: Journal Article
    Pura,也被称为Pur-alpha,是一种进化上保守的DNA/RNA结合蛋白,对各种细胞过程至关重要,包括DNA复制,转录调控,和平移控制。包含三个PUR域,它与核酸结合,并在蛋白质-蛋白质相互作用中起作用。PURA综合征的表现,由PURA基因突变引起的,表现出神经发育迟缓,低张力,和癫痫发作。在我们2018年的先前工作中,我们强调了PURA患者表现出低血糖的独特病例,提示该综合征与GLUT1功能障碍的潜在关联。在目前的研究中,我们扩大了PURA突变表现为低血糖的患者队列,并旨在揭示这一现象的分子基础.我们在HeLa细胞中建立了体外模型来调节PURA表达并研究了GLUT1的功能和表达。我们的发现表明,PURA水平通过GLUT1的功能直接影响葡萄糖摄取,而不影响GLUT1的表达。此外,我们的研究揭示了PURA和GLUT1之间可能存在物理相互作用的证据,这通过两种蛋白的共定位和免疫共沉淀得到证实.计算分析,采用分子动力学,进一步证实了这些发现,证明PURA:GLUT1相互作用是合理的,并且当PURA被截短和/或突变时,复合物的稳定性被改变。总之,我们的结果表明,PURA在驱动GLUT1的葡萄糖摄取功能中起关键作用,可能形成一个监管复合体。需要进一步的研究来阐明控制该复合物的精确机制及其在确保适当的GLUT1功能中的重要性。
    PURA, also known as Pur-alpha, is an evolutionarily conserved DNA/RNA-binding protein crucial for various cellular processes, including DNA replication, transcriptional regulation, and translational control. Comprising three PUR domains, it engages with nucleic acids and has a role in protein-protein interactions. The manifestation of PURA syndrome, arising from mutations in the PURA gene, presents neurologically with developmental delay, hypotonia, and seizures. In our prior work from 2018, we highlighted the unique case of a PURA patient displaying hypoglycorrhachia, suggesting a potential association with GLUT1 dysfunction in this syndrome. In this current study, we expand the patient cohort with PURA mutations exhibiting hypoglycorrhachia and aim to unravel the molecular basis of this phenomenon. We established an in vitro model in HeLa cells to modulate PURA expression and investigated GLUT1 function and expression. Our findings indicate that PURA levels directly impact glucose uptake through the functioning of GLUT1, without influencing significantly GLUT1 expression. Moreover, our study reveals evidence for a possible physical interaction between PURA and GLUT1, demonstrated by colocalization and co-immunoprecipitation of both proteins. Computational analyses, employing molecular dynamics, further corroborates these findings, demonstrating that PURA:GLUT1 interactions are plausible, and that the stability of the complex is altered when PURA is truncated and/or mutated. In conclusion, our results suggest that PURA plays a pivotal role in driving the function of GLUT1 for glucose uptake, potentially forming a regulatory complex. Additional investigations are warranted to elucidate the precise mechanisms governing this complex and its significance in ensuring proper GLUT1 function.
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  • 文章类型: Journal Article
    炎症在急性肝衰竭等疾病中起着至关重要的作用,慢性急性肝衰竭,和缺血再灌注诱导的肝损伤。各种致病途径有助于肝脏炎症,涉及巨噬细胞和Küpffer细胞的炎症极化,中性粒细胞浸润,T细胞亚群失调,氧化应激,和激活肝星状细胞。虽然间充质基质细胞(MSC)已经证明了有益的特性,它们的临床翻译受到细胞性质的限制。然而,MSC衍生的细胞外囊泡(MSC-EV)已成为一种有前途的无细胞免疫调节治疗方法。MSC-EV自然反映了它们的亲本细胞特性,克服与使用MSC相关的限制。体外和体内临床前研究表明,MSC-EV复制MSC在肝损伤中的有益作用。这包括减少细胞死亡和氧化应激,肝细胞功能的改善,免疫调节作用的诱导,和细胞因子风暴的缓解。然而,MSC-EV在定义一致的隔离方法的必要性方面面临挑战,优化MSCs培养条件,并建立EV表征和功能评估的质量控制措施。通过建立标准化协议,指导方针,和负担得起的成本大规模生产,临床医生和研究人员将有坚实的基础进行进一步的研究,验证MSC-EV的治疗效果,并最终为其在急性肝损伤中的临床实施铺平道路。
    Inflammation plays a critical role in conditions such as acute liver failure, acute-on-chronic liver failure, and ischemia-reperfusion-induced liver injury. Various pathogenic pathways contribute to liver inflammation, involving inflammatory polarization of macrophages and Küpffer cells, neutrophil infiltration, dysregulation of T cell subsets, oxidative stress, and activation of hepatic stellate cells. While mesenchymal stromal cells (MSCs) have demonstrated beneficial properties, their clinical translation is limited by their cellular nature. However, MSC-derived extracellular vesicles (MSC-EVs) have emerged as a promising cell-free therapeutic approach for immunomodulation. MSC-EVs naturally mirror their parental cell properties, overcoming the limitations associated with the use of MSCs. In vitro and in vivo preclinical studies have demonstrated that MSC-EVs replicate the beneficial effects of MSCs in liver injury. This includes the reduction of cell death and oxidative stress, improvement of hepatocyte function, induction of immunomodulatory effects, and mitigation of cytokine storm. Nevertheless, MSC-EVs face challenges regarding the necessity of defining consistent isolation methods, optimizing MSCs culture conditions, and establishing quality control measures for EV characterization and functional assessment. By establishing standardized protocols, guidelines, and affordable cost mass production, clinicians and researchers will have a solid foundation to conduct further studies, validate the therapeutic efficacy of MSC-EVs, and ultimately pave the way for their clinical implementation in acute liver injury.
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