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Nutrition and biomarkers in psychiatry : research on micronutrient deficiencies in schizophrenia, the role of the intestine in the hyperserotonemia of autism, and a method for non-hypothesis driven discovery of biomarkers in urine

机译:精神病学中的营养和生物标记物:精神分裂症中微量营养素缺乏症的研究,肠道在自闭症高血清素血症中的作用以及非假设驱动的尿液生物标记物发现方法

摘要

This thesis describes the study of markers of nutrition and intestinal motility in mental disorders with a focus on schizophrenia and autism, and the development, evaluation and application of a biomarker discovery method for urine. The aim of the thesis is to investigate the role of long-chain polyunsaturated fatty acids (LCPUFA), B-vitamins and platelet (PLT) serotonin (5-HT) in schizophrenia and autism. The thesis proposes also that biomarker research in psychiatric disease is of great relevance and describes a biomarker discovery method in urine using a non-hypothesis driven ‘-omics’-like approach. The thesis ends by summarizing its contents and putting biomarker research in psychiatric disease and its implications in a broader perspective.In the Introduction the complex etiology and potential role of non-hypothesis driven biomarker research in psychiatric disease is reviewed, with an accent on schizophrenia and autism. The enormous economic and psychosocial global burden of mental disorders is described as well as their epidemiology, clinical presentation and classification/diagnosis. Hypothesized etiological factors are discussed to create a framework in which biomarkers and the research thereof can be positioned. Furthermore, advances in the field of biomarker research in psychiatry are discussed in the context of epigenetics, proteomics and metabolomics.The first part (Part I) of this thesis describes a study of LCPUFA and B-vitamins in schizophrenia, of PLT 5-HT and intestinal permeability in autism, and of the value of PLT 5-HT as marker of intestinal motility in newborns. The chapters, in which these studies are described, are preceded by a review (Chapter 1), which gives an overview of the role of LCPUFA and folate in the etiology and severity of psychiatric diseases such as depression, bipolar disorders, schizophrenia and autism. Pregnancy complications and folate-substrated carbon-1 metabolism are considered and their possible epigenetic effect on the etiology of mental disorders is described. Other nutritional factors, such as LCPUFA, that are important for brain development, physico-chemical properties of membranes, signal transduction and DNA-transcription, and that have been used in supplementation trials, are suggested to be important factors in the origin and severity of schizophrenia. In Chapter 2 we describe the results from a study concerning the essential fatty acid (EFA) and functional B-vitamin status in patients with schizophrenia. Aberrant EFA-status and increased homocysteine (Hcy; a marker of functional B-vitamin deficiency), have been reported before in subgroups of patients with schizophrenia. We describe the characteristics of large subgroups with marginal to severe deficiencies of LCPUFA and B-vitamins, notably folate and vitamin B12. Deficiencies proved easily correctable in the most severely deficient patients upon supplementation with ω3 fatty acids and B-vitamins. Chapter 3 attempts to integrate and link previously reported findings of increased intestinal permeability and increased PLT 5-HT levels in subgroups of children with pervasive developmental disorders (PDD). Platelet 5-HT and intestinal permeability were assessed in children with PDD in Curaçao. Differential urinary excretion of inert sugars after ingestion of a sugar solution was used as marker of intestinal permeability. In Chapter 4 we examined the potential of PLT 5-HT as marker of intestinal motility. For this we studied whole blood and PLT 5-HT in mothers (normal motility) and their newborns (developing intestinal motility) at birth. The course of PLT 5-HT in relation to changes in feeding mode (i.e. parenteral/enteral) was investigated in a small group of preterm born infants to see whether PLT 5-HT was responsive to changes in intestinal motility. Chapters 2, 3 and 4 describe hypothesis-driven research in mental disorders. However, the advance of knowledge about mental disorders is slow and it is likely to benefit from complementation by information that is generated through non-hypothesis driven research with state-of-the art techniques that profile proteins (i.e. proteomics) and metabolites (i.e. metabolomics). These ‘-omics’ techniques are likely to deliver a multitude of candidate diagnostic and prognostic markers as well as therapeutic targets, compared to hypothesis driven research.Part II is thus devoted to the development, evaluation and application of such a non-hypothesis driven method. In Chapter 5 we describe the comparative analysis of low molecular weight urinary components using LC-MS and subsequent multivariate statistical analysis of the processed LC-MS data. This chapter deals with the development, evaluation and preliminary application of the method to proteinuria in humans. The potential and pitfalls of the method are contemplated upon. Chapter 6 describes an advanced proof-of-principle of the method through the comparison of urinary profiles from pregnant and non-pregnant females using the improved methodology described in Chapter 5. The methodology is significantly optimized with respect to data processing and multivariate statistical analysis. More focus is put on the selection of discriminatory peaks.---------------------------------------------------------------Éénderde van de patiënten met schizofrenie blijkt matige tot ernstige tekorten aan bepaalde B-vitaminen en ω3- en ω6-vetzuren te hebben. Deze tekorten zijn eenvoudig op te heffen met voedingsupplementen (o.a. foliumzuur en visolie). Een lage status van deze micronutriënten speelt waarschijnlijk een rol in het ontstaan en de ernst van diverse psychiatrische ziekten en het ontstaan van hart- en vaatziekten. De behandelende artsen vermoedden het bestaan van deze tekorten niet.Ongeveer een kwart van de patiënten met autisme heeft een verhoogd serotoninegehalte in bloedplaatjes (hyperserotonemie: “biomarker”). Serotonine is een neurotransmitter in onze hersenen en darmen. Autisten zouden ook vaker maagdarmstoornissen hebben. We vonden geen relatie tussen hyperserotonemie (26%) en de darmdoorlaatbaarheid (in 0% verhoogd) in kinderen met autisme. Het idee dat een verhoogde darmmotiliteit hyperserotonemie veroorzaakt, werd ondersteund door een twee maal hoger bloedplaatjesserotonine van moeders (actieve darm) t.o.v. hun pasgeboren baby’s (inactieve darm). Tevens bleek starten en staken van enterale voeding in pasgeborenen gecorreleerd aan respectievelijk stijgingen en dalingen van hun bloedplaatjesserotonine. Meer onderzoek naar het maagdarmstelsel (onze “second brain”) bij autisme is gewenst.Niet-hypothesegedreven onderzoek als aanvulling op het veelal hypothesegedreven onderzoek kan helpen bij het vinden van diagnostische en therapeutische biomarkers voor psychiatrische stoornissen. De hiertoe opgezette methode onderzoekt urinemonsters met vloeistofchromatografie-massaspectrometrie, waarna de 3D-data multivariaat geanalyseerd worden om biomarkers te ontdekken. Experimenten met urinemonsters van patiënten met eiwit in hun urine (vanwege een nierziekte) en controles, en van zwangere en niet-zwangere vrouwen, lieten duidelijke groepsverschillen zien (“proof-of-principle”). Dit geeft hoop dat de ontwikkelde methode in de toekomst gebruikt kan worden voor het opsporen van biomarkers bij psychiatrische stoornissen en andere ziektes.
机译:本文以精神分裂症和自闭症为研究对象,介绍了精神障碍患者营养和肠道运动标志物的研究,以及尿液生物标志物发现方法的开发,评价和应用。本文的目的是研究长链多不饱和脂肪酸(LCPUFA),B-维生素和血小板(PLT)血清素(5-HT)在精神分裂症和自闭症中的作用。该论文还提出,精神疾病的生物标志物研究具有重要意义,并描述了一种使用非假设驱动的“-组学”方法在尿液中发现生物标志物的方法。本文的结尾是总结其内容,并将其在精神疾病中的生物标志物研究及其意义放宽到更广阔的视野。在引言中,回顾了非假设驱动的生物标志物研究在精神疾病中的复杂病因和潜在作用,重点是精神分裂症和精神分裂症。自闭症。描述了精神障碍的巨大经济和社会心理全球负担,以及其流行病学,临床表现和分类/诊断。讨论了假设的病因,以建立一个框架,可以在其中定位生物标志物及其研究。此外,在表观遗传学,蛋白质组学和代谢组学的背景下讨论了精神病学生物标志物研究领域的进展。本论文的第一部分(第一部分)描述了精神分裂症中LCPUFA和B-维生素,自闭症中PLT 5-HT和肠通透性的研究以及PLT 5-HT作为新生儿肠蠕动标记的价值。在对这些研究进行了介绍的各章之前,先进行了综述(第1章),其中概述了LCPUFA和叶酸在诸如抑郁症,双相情感障碍,精神分裂症和自闭症等精神疾病的病因和严重性中的作用。考虑了妊娠并发症和叶酸介导的碳1代谢,并描述了它们对精神障碍病因的可能的表观遗传学作用。其他营养因素,例如LCPUFA,对脑发育,膜的理化性质,信号转导和DNA转录很重要,并且已在补充试验中使用,被认为是导致脑部疾病严重程度的重要因素。精神分裂症。在第二章中,我们描述了有关精神分裂症患者必需脂肪酸(EFA)和功能性B维生素状态的研究结果。之前在精神分裂症患者的亚组中曾报道过异常的EFA状态和高半胱氨酸(Hcy;功能性B维生素缺乏症的标志)增加。我们描述了LCPUFA和B-维生素(特别是叶酸和维生素B12)缺乏至严重缺乏的大亚组的特征。事实证明,在补充最严重缺陷的患者中补充ω3脂肪酸和B-维生素可以很容易地纠正这一缺陷。第三章试图整合和链接先前报道的普遍性发育障碍(PDD)儿童亚组肠通透性增加和PLT 5-HT水平升高的发现。对库拉索岛PDD患儿的血小板5-HT和肠道通透性进行了评估。摄取糖溶液后,惰性糖的尿液差异排泄被用作肠通透性的标志。在第4章中,我们研究了PLT 5-HT作为肠动力指标的潜力。为此,我们研究了母亲(正常运动)及其新生儿(发育中的肠道运动)的全血和PLT 5-HT。在一小组早产儿中研究了PLT 5-HT与进食方式变化(即肠胃外/肠内)的关系,以了解PLT 5-HT是否对肠动力的变化有反应。第2、3和4章介绍了精神障碍假设驱动的研究。但是,关于精神障碍的知识发展缓慢,并且很可能会受益于通过非假设驱动的研究产生的信息的补充,这些研究采用了对蛋白质(即蛋白质组学)和代谢物(即代谢组学)进行分析的最新技术)。与假设驱动的研究相比,这些“组学”技术可能会提供多种候选诊断和预后标记以及治疗靶标。因此,第二部分致力于这种非假设驱动的方法的开发,评估和应用。在第5章中,我们描述了使用LC-MS对低分子量尿液成分进行的比较分析,以及随后对处理后的LC-MS数据的多元统计分析。本章涉及发展,评价和将该方法用于人类蛋白尿的初步应用。考虑了该方法的潜力和陷阱。第6章通过使用第5章中描述的改进方法,通过比较孕妇和非孕妇女性的尿液状况,描述了该方法的高级原理。该方法在数据处理和多元统计分析方面得到了显着优化。更多的重点放在区分性峰的选择上.--------------------------------------- ------------------------精神分裂症患者的三分之一似乎在某些B族维生素以及ω3和ω6脂肪酸中存在中度至重度缺乏。这些不足可以通过膳食补充剂(包括叶酸和鱼油)轻松纠正。这些微量营养素的低水平可能在各种精神疾病的发展和严重程度以及心血管疾病的发展中起作用。主治医师不怀疑这些缺陷的存在。大约四分之一的自闭症患者的血小板血清素水平升高(高渗血症:“生物标志物”)。血清素是我们大脑和肠道中的神经递质。自闭症患者也更可能患有胃肠道疾病。我们发现自闭症儿童的高血清素血症(26%)与肠通透性之间没有关系(增加0%)。母亲(活动肠)的血小板血清素比新生婴儿(不活动肠)高两倍,从而支持了肠道运动增加导致高血清素血症的想法。同样,发现新生儿的肠内营养的开始和终止分别与他们血小板5-羟色胺的增加和减少相关。希望对自闭症的胃肠道系统(我们的“第二大脑”)进行更多的研究。除了主要由假设驱动的研究以外,非假设驱动的研究还可以帮助找到精神疾病的诊断和治疗生物标志物。为此目的而建立的方法使用液相色谱-质谱法检测尿液样本,然后分析3D数据多元变量以发现生物标记。对来自尿液中的蛋白质患者(由于肾脏疾病)和对照组以及孕妇和非孕妇的尿液样本进行的实验显示出明显的组别差异(“原理证明”)。这给开发的方法在将来可用于检测精神疾病和其他疾病中生物标志物的希望。

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