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A new horizon for sepsis: Personalised medicine: Hype or hope? 败血症的新视野:个体化药物:炒作还是希望?
Pub Date : 2017-03-01 DOI: 10.1016/j.nhtm.2017.06.002
R.J. McGalliard, E.D. Carrol
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引用次数: 0
Metabolomics for the masses: The future of metabolomics in a personalized world 面向大众的代谢组学:个性化世界中代谢组学的未来
Pub Date : 2017-03-01 DOI: 10.1016/j.nhtm.2017.06.001
Drupad K. Trivedi , Katherine A. Hollywood , Royston Goodacre

Current clinical practices focus on a small number of biochemical directly related to the pathophysiology with patients and thus only describe a very limited metabolome of a patient and fail to consider the interations of these small molecules. This lack of extended information may prevent clinicians from making the best possible therapeutic interventions in sufficient time to improve patient care. Various post-genomics ‘(’omic)’ approaches have been used for therapeutic interventions previously. Metabolomics now a well-established’omics approach, has been widely adopted as a novel approach for biomarker discovery and in tandem with genomics (especially SNPs and GWAS) has the potential for providing systemic understanding of the underlying causes of pathology. In this review, we discuss the relevance of metabolomics approaches in clinical sciences and its potential for biomarker discovery which may help guide clinical interventions. Although a powerful and potentially high throughput approach for biomarker discovery at the molecular level, true translation of metabolomics into clinics is an extremely slow process. Quicker adaptation of biomarkers discovered using metabolomics can be possible with novel portable and wearable technologies aided by clever data mining, as well as deep learning and artificial intelligence; we shall also discuss this with an eye to the future of precision medicine where metabolomics can be delivered to the masses.

目前的临床实践关注的是与患者病理生理直接相关的少数生化,因此只描述了患者非常有限的代谢组,而没有考虑这些小分子的相互作用。这种扩展信息的缺乏可能会阻止临床医生在足够的时间内做出最好的治疗干预措施,以改善患者的护理。以前,各种后基因组学(“基因组学”)方法已用于治疗干预。代谢组学现在是一种完善的“组学”方法,已被广泛采用为发现生物标志物的新方法,并与基因组学(特别是snp和GWAS)相结合,有可能提供对病理潜在原因的系统理解。在这篇综述中,我们讨论了代谢组学方法在临床科学中的相关性及其潜在的生物标志物发现,这可能有助于指导临床干预。尽管在分子水平上发现生物标志物是一种强大且具有潜在高通量的方法,但将代谢组学真正转化为临床是一个极其缓慢的过程。在智能数据挖掘、深度学习和人工智能的辅助下,新的便携式和可穿戴技术可以更快地适应使用代谢组学发现的生物标志物;我们还将着眼于精准医疗的未来,在那里代谢组学可以交付给大众。
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引用次数: 142
BioMicroelectromechanical systems: A novel approach for drug targeting in chronic diseases 生物微机电系统:慢性疾病药物靶向治疗的新途径
Pub Date : 2017-03-01 DOI: 10.1016/j.nhtm.2017.01.001
Pradnya Palekar Shanbhag , Ninadha S. Patil

Despite of decades of research in conventional drug delivery systems many challenges are unconfronted in treatment of chronic diseases at a personalized medicine level. So there is a need for development of targeted and efficient drug delivery systems at such levels of treatment. Microelectromechanical systems have some unique characteristics like analyte sensitivity, electrical responsiveness, temporal control and sizes similar to cells and organelles that has led to engineering of implants for drug delivery in various chronic diseases.Targeting can be achieved through the use of this technology as the drugs are released at the site of action as well as in minimal effective concentrations, thus avoiding side-effects also. This review gives a general overview about the Bio Microelectromechanical systems used in targeting with some relevant examples. Hence Microelectromechanical systems prove to be a promising contender for development of drug delivery systems and targeting in pharmaceutical field.

尽管对传统给药系统进行了数十年的研究,但在个性化治疗慢性疾病方面仍面临许多挑战。因此,有必要在这种治疗水平上开发有针对性和有效的药物输送系统。微机电系统具有一些独特的特性,如分析物敏感性、电响应性、时间控制和与细胞和细胞器相似的大小,这些特性导致了用于各种慢性疾病药物输送的植入物工程。通过使用这种技术可以实现靶向,因为药物在作用部位以最低有效浓度释放,从而也避免了副作用。本文综述了生物微机电系统在靶向治疗中的应用,并给出了相关实例。因此,微机电系统在制药领域的给药系统和靶向研究中具有重要的应用前景。
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引用次数: 4
Nicotine mediated activation of Pak1/NFkB cascade in pancreatic cancer cells – A pilot study 尼古丁介导的胰腺癌细胞中Pak1/NFkB级联的激活-一项初步研究
Pub Date : 2017-03-01 DOI: 10.1016/j.nhtm.2017.06.003
Sankar Jagadeeshan , M. Manu Prasad , Kalesh Sadasivan , G. Gejoe , Hemdev Bhoopalan , P. Ashraf , Manjula Sudhakaran , S. Shabin Ghouse , Raghunathan Malathi

Background

Tobacco smoking is a major established risk factor for pancreatic cancer (PC), increasing the incidence up to six fold depending on the duration and intensity of smoking. Nicotine is a key toxin in tobacco and cigarette, which may contribute to development of pancreatitis and PC. Our previous studies revealed an aberrant expression of Pak1 in PC as compared to normal pancreas and its association with cancer progression, tumor angiogenesis, drug resistance and metastasis. Here, we explore a potential link between Pak1 expression and smoking-mediated PC pathogenesis and the use of Pak1 inhibitors to curtail this association.

Methods

Mia Pa Ca 2 cell line was obtained from NCCS, Pune and grown in the presence and absence of 0.5 μM (0.112 μg/ml) nicotine hemisulphate salt (5 h) and further nicotine exposed cells were treated with Pak1 inhibitor, IPA-3 (1 h). Protein, mRNA and kinase activity of Pak1 were evaluated. Using human pancreatic cancer tissue, mRNA from smokers (n = 10) and non –smokers (n = 10) were assessed for Pak1 expression.

Results

Nicotine significantly enhanced the expression and kinase activity of Pak1, with subsequent activation of NF-κB signalling cascade in cooperation with other pathways, this effect was blocked by IPA-3. Also, it was observed that pharmacological blockage or silencing of α7-nAChR abrogated nicotine mediated activation of Pak1/NF-κB. Additionally, we demonstrated up-regulated Pak1 mRNA expression in tissue sample from smokers compared to non-smokers.

Conclusion

Our findings suggest probable mechanism of action of nicotine through Pak1 signalling on PC pathogenesis and this could be targeted using Pak1 inhibitors for PC treatment.

吸烟是胰腺癌(PC)的主要危险因素,根据吸烟的持续时间和强度,发病率可增加6倍。尼古丁是烟草和香烟中的一种关键毒素,可能导致胰腺炎和PC的发展。我们之前的研究发现,与正常胰腺相比,Pak1在PC中的表达异常,并与肿瘤进展、肿瘤血管生成、耐药和转移有关。在这里,我们探讨了Pak1表达与吸烟介导的PC发病机制之间的潜在联系,以及使用Pak1抑制剂来抑制这种联系。方法从印度浦那NCCS获得smia Pa Ca 2细胞系,分别在0.5 μM (0.112 μg/ml)烟碱半磺酸盐存在和不存在条件下培养5 h,再用Pak1抑制剂IPA-3处理烟碱暴露细胞1 h,检测Pak1蛋白、mRNA和激酶活性。利用人胰腺癌组织,对吸烟者(n = 10)和非吸烟者(n = 10)的mRNA进行Pak1表达评估。结果尼古丁显著增强Pak1的表达和激酶活性,随后协同其他途径激活NF-κB信号级联,这一作用被IPA-3阻断。此外,α7-nAChR的药物阻断或沉默可消除尼古丁介导的Pak1/NF-κB的激活。此外,我们发现与非吸烟者相比,吸烟者组织样本中Pak1 mRNA的表达上调。结论本研究提示尼古丁通过Pak1信号通路参与PC发病的可能机制,可作为Pak1抑制剂治疗PC的靶点。
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引用次数: 1
Analysis of osteoporosis gene interactome to identify heterogenic genes and pathways 骨质疏松症基因相互作用组的分析鉴定异质基因及其途径
Pub Date : 2017-03-01 DOI: 10.1016/j.nhtm.2017.04.001
Bharat Singh, Yasha Hasija

Latest advances in genetics have prompted swift progress towards the efficient identification of genes tangled in complex diseases. Still, the comprehensive understanding of the relation between the physiological and molecular mechanism of genes and how they affect disease phenotypes remains a challenge for researchers and clinicians. Here, we wish to identify the osteoporosis disease module, i.e. the indigenous neighborhood of the interactome whose agitation is associated with osteoporosis, and endorse it for functional and pathophysiological application, using both computational and experimental methodologies. Recent studies in osteoporosis suggest that against certain genetic variations, the expression level of genes were different in both diseased and normal conditions. The osteoporosis disease module supplemented with uncertain GWAS p-values may also contain mechanisms that are collective with other disease modules. We, therefore, constructed the gene-gene and protein-protein interaction network for 104 genes with 173 reported SNPs accompanied by GO functional enrichment and KEGG pathway enrichment analysis and recognized the substantial genes of osteoporosis along with their molecular functions. Our analyses exposed polymorphism in SOST and LRP5 as significantly conservative SNPs.

Focal points

  • Benchside: Robust and concise curation of raw data for osteoporosis will help to make the presymptomatic data more valuable to perform wet lab studies.

  • Bedside: Bioinformatics network studies are crucial in finding drug targets so it becomes necessary to process the huge data for osteoporosis to curate and produce significance targets. Further, unpredicted pathways and genes could be explored to support clinical studies.

  • Industry: Data from disease network studies is essential for predicting clinical and non-clinical follow-ups for better drug development.

  • Community: Ratification and standardization of redundant osteoporosis and gene polymorphism data helps to improvise clinical validation of drug targets. It is important that the data is upto the proper stringency level.

  • Government: As for the ultimate purpose of drug development, refined gene expression data is the key in developing clinical products. Financial support from government to produce and validate such products is important as with time these will help both the patients and clinicians as well.

遗传学的最新进展促使人们在有效识别复杂疾病中纠缠在一起的基因方面取得了迅速进展。尽管如此,全面理解基因的生理和分子机制之间的关系以及它们如何影响疾病表型仍然是研究人员和临床医生面临的挑战。在这里,我们希望确定骨质疏松症疾病模块,即相互作用组的本地邻域,其躁动与骨质疏松症有关,并使用计算和实验方法为功能和病理生理应用提供支持。近年来对骨质疏松症的研究表明,对于某些遗传变异,患病和正常情况下的基因表达水平是不同的。骨质疏松症疾病模块补充了不确定的GWAS p值,也可能包含与其他疾病模块共同的机制。因此,我们构建了104个基因的基因-基因和蛋白-蛋白相互作用网络,其中173个snp已报道,并进行了GO功能富集和KEGG通路富集分析,识别了骨质疏松的实质性基因及其分子功能。我们的分析表明,SOST和LRP5的多态性是非常保守的snp。•Benchside:对骨质疏松症的原始数据进行稳健和简明的管理,将有助于使症状前数据更有价值,以进行湿实验室研究。•床边:生物信息学网络研究对于寻找药物靶点至关重要,因此有必要对骨质疏松症的大量数据进行处理,以策划和产生有意义的靶点。此外,可以探索不可预测的途径和基因,以支持临床研究。•行业:来自疾病网络研究的数据对于预测临床和非临床随访以更好地开发药物至关重要。•社区:批准和标准化多余的骨质疏松症和基因多态性数据有助于即兴药物靶点的临床验证。重要的是,数据达到适当的严格级别。•政府:就药物开发的最终目的而言,精炼的基因表达数据是开发临床产品的关键。政府为生产和验证此类产品提供的财政支持非常重要,因为随着时间的推移,这些支持将对患者和临床医生都有帮助。
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引用次数: 1
Correlated expression analysis of genes implicated in schizophrenia: identification of putative disease-related pathways. 与精神分裂症有关的基因的相关表达分析:鉴定假定的疾病相关途径。
Pub Date : 2017-01-01 Epub Date: 2016-12-10
Erin I Liedtke, Sirey Zhang, John A Thompson, Stefan Sillau, Judith Gault

Schizophrenia (SCZ) is a severe psychiatric disorder affecting 0.7% of the population.[1] When inadequately treated, subjects with SCZ experience symptoms that render them dysfunctional and unable to discern aspects of reality. Despite the fact that the majority of subjects with SCZ are sporadic cases and do not have a known family history of SCZ, a family history is one of the largest risk factors for developing SCZ.[2-4] A large genome-wide association study (GWAS) recently pinpointed 108 significant loci within the human genome that contribute to SCZ pathogenesis.[5] While some loci include genes that have been previously implicated in SCZ, the majority, due to the unbiased nature of the genetic investigation, include genes with unknown relevance to SCZ. This investigation is based on the premise that: 1) at least one of the genes at the 108 loci contribute to SCZ etiology; 2) some of the genes contributing to SCZ etiology are in a common pathway; and 3) some genes in a common pathway will have correlated gene expression. Gene expression data available in the gene expression omnibus (GEO) was used to identify correlated expression among the 369 genes (853 isoforms) found at the 108 loci associated with SCZ. Expression data came from bone marrow CD34+ selected cells isolated from 66 individuals (GSE4619). First, correlation among genes related to the DRD2 pathway was analyzed to test the hypothesis that some SCZ genes are in a common pathway and have correlated expression. Then, two pathways were generated based on correlated expression of genes at the 108 loci. One pathway consisted of the largest number of genes with correlated expression (56) and included four genes from the DRD2 pathway and seven of the 33 genes that were previously implicated in SCZ. The second pathway, a novel pathway of 12 genes, was constructed by excluding both the 33 genes that were previously implicated in SCZ and other genes that exhibited significantly correlated expression with these 33 genes. Correlated expression analysis among SCZ-associated genes at the 108 loci provides evidence implicating those genes with correlated expression in SCZ pathogenesis. In addition, these analyses will facilitate pathway identification creating starting points for targeted experiments to verify or refute the hypothetical pathways generated here. Ultimately identifying the genes and pathways at the 108 loci involved in SCZ genesis will inform novel pharmaceutical development for treatment and prevention of SCZ.

精神分裂症(SCZ)是一种严重的精神疾病,影响0.7%的人口。[1]如果治疗不当,SCZ患者的症状会使他们功能失调,无法辨别现实的某些方面。尽管大多数SCZ患者为散发病例,且没有已知的家族史,但家族史是发生SCZ的最大危险因素之一。[2-4]一项大型全基因组关联研究(GWAS)最近确定了人类基因组中108个与SCZ发病机制有关的重要位点[5]。虽然一些基因座包括先前与SCZ有关的基因,但由于遗传调查的无偏倚性,大多数基因座包括与SCZ相关性未知的基因。本研究的前提是:1)在108个位点中至少有一个基因与SCZ病因有关;2)部分导致SCZ病因的基因具有共同通路;3)共同通路上的一些基因会有相关的基因表达。利用基因表达综合数据库(GEO)中的基因表达数据,鉴定了与SCZ相关的108个位点上的369个基因(853个亚型)的相关表达。表达数据来自66个个体(GSE4619)分离的骨髓CD34+选择细胞。首先,分析DRD2通路相关基因之间的相关性,验证部分SCZ基因在一条共同通路上且具有相关表达的假设。然后,基于108个位点基因的相关表达,生成了两条通路。其中一条通路包含最多的相关表达基因(56个),包括4个来自DRD2通路的基因和先前涉及SCZ的33个基因中的7个。第二种途径是一个包含12个基因的新途径,该途径排除了先前与SCZ相关的33个基因和其他与这33个基因表达显著相关的基因。对108个位点的SCZ相关基因进行相关表达分析,为SCZ发病机制中相关基因的表达提供了证据。此外,这些分析将有助于途径识别,为有针对性的实验创造起点,以验证或反驳这里产生的假设途径。最终确定参与SCZ发生的108个基因位点的基因和途径将为治疗和预防SCZ的新药开发提供信息。
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引用次数: 0
VEGF mimic peptides: Potential applications in central nervous system therapeutics VEGF模拟肽:中枢神经系统治疗的潜在应用
Pub Date : 2017-01-01 DOI: 10.1016/j.nhtm.2016.12.002
Luca Domenico D'Andrea , Lucia De Rosa , Chiara Vigliotti , Mauro Cataldi

VEGF is expressed in central nervous system and its expression increases in hypoxia and in inflammatory brain disorders. A wealth of data suggests that VEGF may exert neuroprotective activities and promote neuroregeneration in disease status. Moreover, the risk of developing certain neurological disorders may be dependent on dysfunction in the VEGF system. Therefore, a strong rationale does exist to suggest that VEGF-based therapeutics could be implemented in conditions such as stroke or amyotrophic lateral sclerosis and experimental data supporting this hypothesis have been obtained. However, the unfavorable pharmacokinetic profile of this growth factor, and concerns on its safety have limited the development of VEGF as a therapeutic tool for neurological disorders. In this review, we discuss why a new class of VEGF-mimic peptides holds promises to become a safer, cheaper and more easily manageable tool for central nervous system therapeutics.

Focal Points

  • Bench: The analysis of the effects of small peptides reproducing one or more regions of VEGF may help understanding basic issues on the structure-activity relationship of this growth factor.

  • Bedside: Small VEGF-mimic peptides could have better pharmacokinetic and/or toxicological properties than VEGF and be, therefore, potentially suitable for use in human diseases.

  • Community: VEGF-mimic peptides-based therapeutics could help reducing the burden of severe neurodegenerative disorders that cannot be efficiently treated with currently available drugs.

VEGF在中枢神经系统中表达,在缺氧和炎症性脑疾病中表达增加。大量数据表明,在疾病状态下,VEGF可能发挥神经保护作用,促进神经再生。此外,发生某些神经系统疾病的风险可能取决于VEGF系统的功能障碍。因此,基于vegf的治疗方法可以用于中风或肌萎缩性侧索硬化症等疾病,并且已经获得了支持这一假设的实验数据。然而,这种生长因子不利的药代动力学特征以及对其安全性的担忧限制了VEGF作为神经系统疾病治疗工具的发展。在这篇综述中,我们讨论了为什么一类新的vegf模拟肽有望成为一种更安全、更便宜、更易于管理的中枢神经系统治疗工具。工作台:分析小肽复制VEGF的一个或多个区域的作用可能有助于理解这种生长因子的结构-活性关系的基本问题。●床边:小的VEGF模拟肽可能比VEGF具有更好的药代动力学和/或毒理学特性,因此可能适合用于人类疾病。●社区:基于vegf模拟肽的治疗方法可以帮助减轻目前可用药物无法有效治疗的严重神经退行性疾病的负担。
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引用次数: 7
Urinary biomarkers for the diagnosis of urothelial bladder cancer 尿路上皮性膀胱癌诊断的尿液生物标志物
Pub Date : 2017-01-01 DOI: 10.1016/j.nhtm.2016.12.001
Jamie J. D'Costa , Douglas G. Ward , Richard T. Bryan

Urothelial bladder cancer is a common cancer associated with considerable burden for both patients and healthcare providers alike. The majority of patients present with non-muscle-invasive bladder cancer (NMIBC) which, although not immediately life-threatening, requires appropriate initial management and long-term surveillance which is both invasive and costly. Accurate diagnostic urinary biomarkers could be transformational in this setting, yet have proved to be a significant challenge to bladder cancer scientists over the last two decades. Such biomarkers would need to represent a range of tumour grades and stages, encompass inter- and intra-tumour heterogeneity, and compete with the current diagnostic gold standard of cystoscopy with a sensitivity and specificity of 85% and 87%, respectively. For the field to move forward in this current exciting era of high-throughput proteomics and genomics, bladder cancer scientists need to find a consensus on the optimal urinary substrate (DNA, RNA, protein, etc) and deliver robust well-designed studies in the correct populations with appropriate statistical input. Issues relating to tumour heterogeneity and anticipatory diagnosis also require considerable thought. The challenge remains unchanged.

尿路上皮性膀胱癌是一种常见的癌症,对患者和医疗保健提供者都有相当大的负担。大多数患者患有非肌肉浸润性膀胱癌(NMIBC),虽然不会立即危及生命,但需要适当的初始治疗和长期监测,这既具有侵入性又昂贵。在这种情况下,准确诊断尿液生物标志物可能具有变革性,但在过去二十年中,这已被证明是膀胱癌科学家面临的重大挑战。这样的生物标志物需要代表一系列肿瘤分级和分期,包括肿瘤间和肿瘤内的异质性,并与目前的膀胱镜诊断金标准竞争,其灵敏度和特异性分别为85%和87%。为了在这个令人兴奋的高通量蛋白质组学和基因组学时代向前发展,膀胱癌科学家需要在最佳尿液底物(DNA, RNA,蛋白质等)上找到共识,并在正确的人群中提供可靠的精心设计的研究,并提供适当的统计输入。与肿瘤异质性和预期诊断有关的问题也需要深思熟虑。挑战依然没有改变。
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引用次数: 3
Drug delivery through nails: Present and future 通过钉子给药:现在和未来
Pub Date : 2017-01-01 DOI: 10.1016/j.nhtm.2017.01.002
Pradnya Palekar Shanbhag , Urvi Jani

Treatment of fungal infections of nails such as onychomycosis, nail psoriasis involved oral therapy with antifungals, but it caused systemic side effects such as liver toxicity and bioavailability problems due to first pass metabolism and drug interactions. Therefore topical delivery through nails also known as transungual drug delivery system came into picture. But transungual delivery had its own challenges. Nail plate is made up of cross linked keratin linkages which impart extensive bonding responsible for hardness of the nail plate. To overcome these problems mechanical and chemical approaches were studied. Chemical ones included use of penetration enhancers which weaken the integrity of nail, enhancing flux through nails. In spite of using these approaches topical permeability was limited by its barrier properties. This necessitated lookout for novel approaches which enhanced treatment efficacy and reduced treatment time. Approaches such as Iontophoresis, Ultrasound mediated drug delivery, Etching were investigated. Novel nail plate made up of human hair keratin was also investigated as an alternative model for studying flux across nail. Nail lacquers serve as most optimum carrier for antifungals. Development of newer penetration enhancers, studies on water based nail lacquers, nail varnish with antimycotic agent, are being studied extensively. Patch based delivery made up of an occlusive backing layer and a pressure sensitive adhesive matrix layer with the active agent, is also being investigated as an alternative treatment for onychomycosis. Efforts are made in inventing devices by which penetration through nail can be enhanced using a laser or by use of germicidal light for treating various skin infections. Newer technologies exhibit a lot of potential with fruitful results. Microneedles and UV light are under investigation for the scope in transungual drug delivery systems. The purpose of this review is to provide an overview of current approaches and promising approaches to treat nail infections, which could widen boundaries of this system.

治疗指甲真菌感染,如甲真菌病,指甲牛皮癣涉及抗真菌口服治疗,但它引起全身副作用,如肝毒性和生物利用度问题,由于第一次通过代谢和药物相互作用。因此通过指甲局部给药也被称为经口给药系统。但跨舌分娩也有其自身的挑战。钉板是由交联的角蛋白键组成的,它赋予广泛的键合,负责钉板的硬度。为了克服这些问题,研究了机械和化学方法。化学方法包括使用渗透增强剂,它会削弱指甲的完整性,增加通过指甲的通量。尽管使用这些方法,局部通透性受到其屏障性能的限制。这就需要寻找能够提高治疗效果和缩短治疗时间的新方法。研究了离子电泳、超声给药、蚀刻等方法。我们还研究了一种由人头发角蛋白组成的新型指甲板,作为研究指甲通量的替代模型。指甲油是抗真菌的最佳载体。新型渗透增强剂的开发、水性甲漆的研究、含抗真菌剂的指甲油的研究等都得到了广泛的研究。贴片为基础的递送,由闭塞的衬底层和具有活性剂的压敏粘合剂基质层组成,也正在研究作为治疗甲癣的替代方法。人们正在努力发明一种装置,通过这种装置,可以使用激光或使用杀菌光来增强指甲的穿透力,以治疗各种皮肤感染。较新的技术显示出很大的潜力,并取得了丰硕的成果。正在研究微针和紫外光在经口给药系统中的应用范围。这篇综述的目的是提供当前的方法和有前途的方法治疗指甲感染的概述,这可能会扩大该系统的边界。
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引用次数: 33
Correlated expression analysis of genes implicated in schizophrenia: Identification of putative disease-related pathways 与精神分裂症有关的基因的相关表达分析:鉴定假定的疾病相关途径
Pub Date : 2017-01-01 DOI: 10.1016/j.nhtm.2016.11.002
Erin I. Liedtke , Sirey Zhang , John A. Thompson , Stefan Sillau , Judith Gault

Schizophrenia (SCZ) is a severe psychiatric disorder affecting 0.7% of the population [1]. When inadequately treated, subjects with SCZ experience symptoms that render them dysfunctional and unable to discern aspects of reality. Despite the fact that the majority of subjects with SCZ are sporadic cases and do not have a known family history of SCZ, a family history is one of the largest risk factors for developing SCZ [2], [3], [4]. A large genome-wide association study (GWAS) recently pinpointed 108 significant loci within the human genome that contribute to SCZ pathogenesis [5]. While some loci include genes that have been previously implicated in SCZ, the majority, due to the unbiased nature of the genetic investigation, include genes with unknown relevance to SCZ. This investigation is based on the premise that: 1) at least one of the genes at the 108 loci contribute to SCZ etiology; 2) some of the genes contributing to SCZ etiology are in a common pathway; and 3) some genes in a common pathway will have correlated gene expression. Gene expression data available in the gene expression omnibus (GEO) was used to identify correlated expression among the 369 genes (853 isoforms) found at the 108 loci associated with SCZ. Expression data came from bone marrow CD34+ selected cells isolated from 66 individuals (GSE4619). First, correlation among genes related to the DRD2 pathway was analyzed to test the hypothesis that some SCZ genes are in a common pathway and have correlated expression. Then, two pathways were generated based on correlated expression of genes at the 108 loci. One pathway consisted of the largest number of genes with correlated expression (56) and included four genes from the DRD2 pathway and seven of the 33 genes that were previously implicated in SCZ. The second pathway, a novel pathway of 12 genes, was constructed by excluding both the 33 genes that were previously implicated in SCZ and other genes that exhibited significantly correlated expression with these 33 genes. Correlated expression analysis among SCZ-associated genes at the 108 loci provides evidence implicating those genes with correlated expression in SCZ pathogenesis. In addition, these analyses will facilitate pathway identification creating starting points for targeted experiments to verify or refute the hypothetical pathways generated here. Ultimately identifying the genes and pathways at the 108 loci involved in SCZ genesis will inform novel pharmaceutical development for treatment and prevention of SCZ.

Focal points

  • Bench

  • 1.

    Genes at the 108 loci implicated in SCZ genesis in the largest genome wide association study to date were grouped according to correlated expression to identify genes potentially involved in the same pathways.

精神分裂症(SCZ)是一种严重的精神疾病,影响0.7%的人口[1]。如果治疗不当,SCZ患者的症状会使他们功能失调,无法辨别现实的某些方面。尽管大多数SCZ患者为散发病例,且没有已知的SCZ家族史,但家族史是发生SCZ的最大危险因素之一[2],[3],[4]。一项大型全基因组关联研究(GWAS)最近确定了人类基因组中108个与SCZ发病机制有关的重要位点[5]。虽然一些基因座包括先前与SCZ有关的基因,但由于遗传调查的无偏倚性,大多数基因座包括与SCZ相关性未知的基因。本研究的前提是:1)在108个位点中至少有一个基因与SCZ病因有关;2)部分导致SCZ病因的基因具有共同通路;3)共同通路上的一些基因会有相关的基因表达。利用基因表达综合数据库(GEO)中的基因表达数据,鉴定了与SCZ相关的108个位点上的369个基因(853个亚型)的相关表达。表达数据来自66个个体(GSE4619)分离的骨髓CD34+选择细胞。首先,分析DRD2通路相关基因之间的相关性,验证部分SCZ基因在一条共同通路上且具有相关表达的假设。然后,基于108个位点基因的相关表达,生成了两条通路。其中一条通路包含最多的相关表达基因(56个),包括4个来自DRD2通路的基因和先前涉及SCZ的33个基因中的7个。第二种途径是一个包含12个基因的新途径,该途径排除了先前与SCZ相关的33个基因和其他与这33个基因表达显著相关的基因。对108个位点的SCZ相关基因进行相关表达分析,为SCZ发病机制中相关基因的表达提供了证据。此外,这些分析将有助于途径识别,为有针对性的实验创造起点,以验证或反驳这里产生的假设途径。最终确定参与SCZ发生的108个基因位点的基因和途径将为治疗和预防SCZ的新药开发提供信息。•Bench1焦点。在迄今为止最大的全基因组关联研究中,研究人员根据相关表达对涉及SCZ发生的108个位点的基因进行了分组,以确定可能参与相同途径的基因。SCZ患者有许多未满足的需求。使用DRD2作为抗精神病药物开发的模型,我们试图确定108个基因位点中每个基因位点的共同途径,这些基因位点将促进新药开发,以治疗SCZ的症状。确定一条通路的共同基因将为SCZ的发生和预防机制提供信息。了解SCZ发生的基本机制将转化为更有效的干预措施,减少疾病负担,从而减少支出。
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引用次数: 5
期刊
New horizons in translational medicine
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