首页 > 最新文献

Frontiers in molecular medicine最新文献

英文 中文
Calcineurin-NFAT dynamics correspond to cardiac remodeling during aortic banding and debanding, mimicking aortic valve replacement. 钙调磷酸酶- nfat动力学对应于主动脉瓣置换术和去主动脉瓣置换术期间的心脏重塑
Pub Date : 2022-10-25 eCollection Date: 2022-01-01 DOI: 10.3389/fmmed.2022.980717
Ida G Lunde, Biljana Skrbic, Ivar Sjaastad, Geir Christensen, Cathrine R Carlson, Theis Tønnessen

Aortic valve stenosis (AS) is a major health problem. Extensive myocardial remodeling increases operative risk and might lead to incomplete reverse remodeling with persistent symptoms after aortic valve replacement (AVR); this makes the optimal timing of AVR a clinical challenge. The pathogenesis behind incomplete reverse remodeling is unclear. Central among signaling pathways in the remodeling heart is the pro-hypertrophic Ca2+-activated calcineurin and its downstream nuclear factor of activated T-cell (NFATc1-c4) transcription factors. We investigated calcineurin-NFATc dynamics in patient and mouse hearts during remodeling and reverse remodeling. Myocardial biopsies were obtained from AS patients during AVR and left ventricles harvested from mice subjected to aortic banding (AB) and debanding (DB). The transcript and protein of the NFATc-responsive gene regulator of calcineurin 1-4 (RCAN1-4) and luciferase activity in NFAT-luciferase mice were used as read-outs for calcineurin-NFATc activity. Calcineurin-NFATc activation was sustained through AB 24 h to 18 weeks and elevated in AS patients. All four NFATc isoforms were elevated in AS, while NFATc4 was persistently elevated during chronic remodeling after AB in mice. NFAT activation remained reversible when 1 week's AB was followed by 1 week's DB and accompanied functional improvement. However, when DB for 1 week followed AB for 4 weeks, NFAT activation was not reversed. In conclusion, calcineurin-NFAT dynamics correspond with cardiac remodeling and reverse remodeling during experimental AB and DB. Our data suggest that calcineurin-NFATc attenuation is important for reverse remodeling and outcomes after AVR for AS.

主动脉瓣狭窄(AS)是一个主要的健康问题。广泛的心肌重构增加了手术风险,并可能导致主动脉瓣置换术后持续症状的不完全反向重构;这使得AVR的最佳时机成为临床挑战。不完全反向重塑背后的发病机制尚不清楚。重塑心脏中信号通路的核心是促肥大的Ca2+激活的钙调神经磷酸酶及其下游的活化T细胞核因子(NFATc1-c4)转录因子。我们研究了患者和小鼠心脏在重塑和反向重塑过程中的钙调神经磷酸酶NFATc动力学。在AVR期间从AS患者获得心肌活检,并从接受主动脉束带(AB)和剥离(DB)的小鼠获得左心室。钙调神经磷酸酶1-4的NFATc响应性基因调节因子(RCAN1-4)的转录物和蛋白质以及NFAT萤光素酶小鼠中的萤光素酶活性被用作钙调神经蛋白酶NFATc活性的读数。钙调神经磷酸酶NFATc的激活在AB持续24小时至18周,并在AS患者中升高。所有四种NFATc亚型在AS中均升高,而在小鼠AB后的慢性重塑过程中,NFATc4持续升高。当1周的AB后1周的DB并伴有功能改善时,NFAT的激活仍然是可逆的。然而,当DB持续1周,AB持续4周时,NFAT的激活没有逆转。总之,在实验AB和DB期间,钙调神经磷酸酶NFAT动力学与心脏重塑和反向重塑一致。我们的数据表明,钙调神经磷酸酶NFATc的衰减对AS的逆向重塑和AVR后的结果很重要。
{"title":"Calcineurin-NFAT dynamics correspond to cardiac remodeling during aortic banding and debanding, mimicking aortic valve replacement.","authors":"Ida G Lunde, Biljana Skrbic, Ivar Sjaastad, Geir Christensen, Cathrine R Carlson, Theis Tønnessen","doi":"10.3389/fmmed.2022.980717","DOIUrl":"10.3389/fmmed.2022.980717","url":null,"abstract":"<p><p>Aortic valve stenosis (AS) is a major health problem. Extensive myocardial remodeling increases operative risk and might lead to incomplete reverse remodeling with persistent symptoms after aortic valve replacement (AVR); this makes the optimal timing of AVR a clinical challenge. The pathogenesis behind incomplete reverse remodeling is unclear. Central among signaling pathways in the remodeling heart is the pro-hypertrophic Ca<sup>2+</sup>-activated calcineurin and its downstream nuclear factor of activated T-cell (NFATc1-c4) transcription factors. We investigated calcineurin-NFATc dynamics in patient and mouse hearts during remodeling and reverse remodeling. Myocardial biopsies were obtained from AS patients during AVR and left ventricles harvested from mice subjected to aortic banding (AB) and debanding (DB). The transcript and protein of the NFATc-responsive gene regulator of calcineurin 1-4 (RCAN1-4) and luciferase activity in NFAT-luciferase mice were used as read-outs for calcineurin-NFATc activity. Calcineurin-NFATc activation was sustained through AB 24 h to 18 weeks and elevated in AS patients. All four NFATc isoforms were elevated in AS, while NFATc4 was persistently elevated during chronic remodeling after AB in mice. NFAT activation remained reversible when 1 week's AB was followed by 1 week's DB and accompanied functional improvement. However, when DB for 1 week followed AB for 4 weeks, NFAT activation was not reversed. In conclusion, calcineurin-NFAT dynamics correspond with cardiac remodeling and reverse remodeling during experimental AB and DB. Our data suggest that calcineurin-NFATc attenuation is important for reverse remodeling and outcomes after AVR for AS.</p>","PeriodicalId":73090,"journal":{"name":"Frontiers in molecular medicine","volume":" ","pages":"980717"},"PeriodicalIF":0.0,"publicationDate":"2022-10-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11285616/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48793898","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Genetics in parkinson's disease: From better disease understanding to machine learning based precision medicine. 帕金森病的遗传学:从更好的疾病理解到基于机器学习的精准医学
Pub Date : 2022-10-03 eCollection Date: 2022-01-01 DOI: 10.3389/fmmed.2022.933383
Mohamed Aborageh, Peter Krawitz, Holger Fröhlich

Parkinson's Disease (PD) is a neurodegenerative disorder with highly heterogeneous phenotypes. Accordingly, it has been challenging to robustly identify genetic factors associated with disease risk, prognosis and therapy response via genome-wide association studies (GWAS). In this review we first provide an overview of existing statistical methods to detect associations between genetic variants and the disease phenotypes in existing PD GWAS. Secondly, we discuss the potential of machine learning approaches to better quantify disease phenotypes and to move beyond disease understanding towards a better-personalized treatment of the disease.

帕金森病是一种具有高度异质性表型的神经退行性疾病。因此,通过全基因组关联研究(GWAS)有力地识别与疾病风险、预后和治疗反应相关的遗传因素一直是一项挑战。在这篇综述中,我们首先概述了现有的统计方法,以检测遗传变异与现有PD GWAS中疾病表型之间的关联。其次,我们讨论了机器学习方法的潜力,以更好地量化疾病表型,并超越疾病理解,更好地个性化治疗疾病。
{"title":"Genetics in parkinson's disease: From better disease understanding to machine learning based precision medicine.","authors":"Mohamed Aborageh, Peter Krawitz, Holger Fröhlich","doi":"10.3389/fmmed.2022.933383","DOIUrl":"10.3389/fmmed.2022.933383","url":null,"abstract":"<p><p>Parkinson's Disease (PD) is a neurodegenerative disorder with highly heterogeneous phenotypes. Accordingly, it has been challenging to robustly identify genetic factors associated with disease risk, prognosis and therapy response via genome-wide association studies (GWAS). In this review we first provide an overview of existing statistical methods to detect associations between genetic variants and the disease phenotypes in existing PD GWAS. Secondly, we discuss the potential of machine learning approaches to better quantify disease phenotypes and to move beyond disease understanding towards a better-personalized treatment of the disease.</p>","PeriodicalId":73090,"journal":{"name":"Frontiers in molecular medicine","volume":" ","pages":"933383"},"PeriodicalIF":0.0,"publicationDate":"2022-10-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11285583/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43914387","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The IRE1α pathway in glomerular diseases: The unfolded protein response and beyond. 肾小球疾病中的IRE1α通路:未折叠蛋白反应及其意义
Pub Date : 2022-09-26 eCollection Date: 2022-01-01 DOI: 10.3389/fmmed.2022.971247
José R Navarro-Betancourt, Andrey V Cybulsky

Endoplasmic reticulum (ER) function is vital for protein homeostasis ("proteostasis"). Protein misfolding in the ER of podocytes (glomerular visceral epithelial cells) is an important contributor to the pathogenesis of human glomerular diseases. ER protein misfolding causes ER stress and activates a compensatory signaling network called the unfolded protein response (UPR). Disruption of the UPR, in particular deletion of the UPR transducer, inositol-requiring enzyme 1α (IRE1α) in mouse podocytes leads to podocyte injury and albuminuria in aging, and exacerbates injury in glomerulonephritis. The UPR may interact in a coordinated manner with autophagy to relieve protein misfolding and its consequences. Recent studies have identified novel downstream targets of IRE1α, which provide new mechanistic insights into proteostatic pathways. Novel pathways of IRE1α signaling involve reticulophagy, mitochondria, metabolism, vesicular trafficking, microRNAs, and others. Mechanism-based therapies for glomerulopathies are limited, and development of non-invasive ER stress biomarkers, as well as targeting ER stress with pharmacological compounds may represent a therapeutic opportunity for preventing or attenuating progression of chronic kidney disease.

内质网(ER)功能对蛋白质稳态(“蛋白稳态”)至关重要。足细胞(肾小球内脏上皮细胞)ER中的蛋白质错误折叠是人类肾小球疾病发病机制的重要因素。ER蛋白错误折叠导致ER应激,并激活称为未折叠蛋白反应(UPR)的补偿信号网络。UPR的破坏,特别是小鼠足细胞中UPR转换器、肌醇需要酶1α(IRE1α)的缺失,会导致衰老中的足细胞损伤和蛋白尿,并加剧肾小球肾炎的损伤。UPR可能以协调的方式与自噬相互作用,以减轻蛋白质错误折叠及其后果。最近的研究已经确定了IRE1α的新下游靶标,这为蛋白稳定途径提供了新的机制见解。IRE1α信号传导的新途径涉及食道、线粒体、代谢、膀胱运输、微小RNA等。肾小球疾病的基于机制的治疗是有限的,非侵入性ER应激生物标志物的开发,以及用药理学化合物靶向ER应激,可能代表着预防或减轻慢性肾脏疾病进展的治疗机会。
{"title":"The IRE1α pathway in glomerular diseases: The unfolded protein response and beyond.","authors":"José R Navarro-Betancourt, Andrey V Cybulsky","doi":"10.3389/fmmed.2022.971247","DOIUrl":"10.3389/fmmed.2022.971247","url":null,"abstract":"<p><p>Endoplasmic reticulum (ER) function is vital for protein homeostasis (\"proteostasis\"). Protein misfolding in the ER of podocytes (glomerular visceral epithelial cells) is an important contributor to the pathogenesis of human glomerular diseases. ER protein misfolding causes ER stress and activates a compensatory signaling network called the unfolded protein response (UPR). Disruption of the UPR, in particular deletion of the UPR transducer, inositol-requiring enzyme 1α (IRE1α) in mouse podocytes leads to podocyte injury and albuminuria in aging, and exacerbates injury in glomerulonephritis. The UPR may interact in a coordinated manner with autophagy to relieve protein misfolding and its consequences. Recent studies have identified novel downstream targets of IRE1α, which provide new mechanistic insights into proteostatic pathways. Novel pathways of IRE1α signaling involve reticulophagy, mitochondria, metabolism, vesicular trafficking, microRNAs, and others. Mechanism-based therapies for glomerulopathies are limited, and development of non-invasive ER stress biomarkers, as well as targeting ER stress with pharmacological compounds may represent a therapeutic opportunity for preventing or attenuating progression of chronic kidney disease.</p>","PeriodicalId":73090,"journal":{"name":"Frontiers in molecular medicine","volume":" ","pages":"971247"},"PeriodicalIF":0.0,"publicationDate":"2022-09-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11285563/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49509037","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Indole and p-cresol in feces of healthy subjects: Concentration, kinetics, and correlation with microbiome. 健康受试者粪便中的吲哚和对甲酚:浓度、动力学及其与微生物组的相关性
Pub Date : 2022-09-21 eCollection Date: 2022-01-01 DOI: 10.3389/fmmed.2022.959189
Francesco Candeliere, Marta Simone, Alan Leonardi, Maddalena Rossi, Alberto Amaretti, Stefano Raimondi

Indole and p-cresol are precursors of the most important uremic toxins, generated from the fermentation of amino acids tryptophan and tyrosine by the proteolytic community of intestinal bacteria. The present study focused on the relationship between the microbiome composition, the fecal levels of indole and p-cresol, and their kinetics of generation/degradation in fecal cultures. The concentration of indole and p-cresol, the volatilome, the dry weight, and the amount of ammonium and carbohydrates were analyzed in the feces of 10 healthy adults. Indole and p-cresol widely differed among samples, laying in the range of 1.0-19.5 μg/g and 1.2-173.4 μg/g, respectively. Higher fecal levels of indole and p-cresol were associated with lower carbohydrates and higher ammonium levels, that are markers of a more pronounced intestinal proteolytic metabolism. Positive relationship was observed also with the dry/wet weight ratio, indicator of prolonged intestinal retention of feces. p-cresol and indole presented a statistically significant negative correlation with OTUs of uncultured Bacteroidetes and Firmicutes, the former belonging to Bacteroides and the latter to the families Butyricicoccaceae (genus Butyricicoccus), Monoglobaceae (genus Monoglobus), Lachnospiraceae (genera Faecalibacterium, Roseburia, and Eubacterium ventriosum group). The kinetics of formation and/or degradation of indole and p-cresol was investigated in fecal slurries, supplemented with the precursor amino acids tryptophan and tyrosine in strict anaerobiosis. The presence of the precursors bursted indole production but had a lower effect on the rate of p-cresol formation. On the other hand, supplementation with indole reduced the net rate of formation. The taxa that positively correlated with fecal levels of uremic toxins presented a positive correlation also with p-cresol generation rate in biotransformation experiments. Moreover other bacterial groups were positively correlated with generation rate of p-cresol and indole, further expanding the range of taxa associated to production of p-cresol (Bacteroides, Alistipes, Eubacterium xylanophylum, and Barnesiella) and indole (e.g., Bacteroides, Ruminococcus torques, Balutia, Dialister, Butyricicoccus). The information herein presented contributes to disclose the relationships between microbiota composition and the production of uremic toxins, that could provide the basis for probiotic intervention on the gut microbiota, aimed to prevent the onset, hamper the progression, and alleviate the impact of nephropaties.

吲哚和对甲酚是最重要的尿毒症毒素的前体,由肠道细菌的蛋白质水解群落发酵氨基酸色氨酸和酪氨酸产生。本研究的重点是微生物组组成、粪便中吲哚和对甲酚的含量及其在粪便培养物中的生成/降解动力学之间的关系。对10例健康成人粪便中吲哚和对甲酚的浓度、挥发分、干重、铵态化合物和碳水化合物的含量进行了测定。吲哚和对甲酚含量差异较大,分别在1.0 ~ 19.5 μg和1.2 ~ 173.4 μg/g之间。粪便中吲哚和对甲酚含量越高,碳水化合物含量越低,铵含量越高,这是肠道蛋白水解代谢更明显的标志。干/湿体重比与粪便肠道滞留时间呈显著正相关。对甲酚和吲哚与未培养拟杆菌门(Bacteroidetes)和厚壁菌门(Firmicutes)的OTUs呈显著负相关,前者属于拟杆菌门(Bacteroides),后者属于Butyricicoccaceae (Butyricicoccus属)、单舌菌科(monoglobacae属)、毛螺科(Faecalibacterium属、Roseburia属、ventriosum真杆菌组)。研究了在添加了前体氨基酸色氨酸和酪氨酸的粪便浆液中吲哚和对甲酚的形成和/或降解动力学。前体的存在使吲哚的生成中断,但对对甲酚的生成速率影响较小。另一方面,补充吲哚降低了净形成速率。在生物转化实验中,与粪便尿毒症毒素水平正相关的分类群也与对甲酚生成速率正相关。此外,其他细菌类群与对甲酚和吲哚的生成率呈正相关,进一步扩大了与对甲酚产生相关的类群范围(拟杆菌、阿利斯特、木门真杆菌和巴尼斯氏菌)和吲哚(如拟杆菌、Ruminococcus torques、Balutia、Dialister、Butyricicoccus)。本研究有助于揭示微生物群组成与尿毒症毒素产生之间的关系,为益生菌干预肠道微生物群提供基础,旨在预防肾病的发生,阻碍其发展,减轻肾病的影响。
{"title":"Indole and p-cresol in feces of healthy subjects: Concentration, kinetics, and correlation with microbiome.","authors":"Francesco Candeliere, Marta Simone, Alan Leonardi, Maddalena Rossi, Alberto Amaretti, Stefano Raimondi","doi":"10.3389/fmmed.2022.959189","DOIUrl":"10.3389/fmmed.2022.959189","url":null,"abstract":"<p><p>Indole and p-cresol are precursors of the most important uremic toxins, generated from the fermentation of amino acids tryptophan and tyrosine by the proteolytic community of intestinal bacteria. The present study focused on the relationship between the microbiome composition, the fecal levels of indole and p-cresol, and their kinetics of generation/degradation in fecal cultures. The concentration of indole and p-cresol, the volatilome, the dry weight, and the amount of ammonium and carbohydrates were analyzed in the feces of 10 healthy adults. Indole and p-cresol widely differed among samples, laying in the range of 1.0-19.5 μg/g and 1.2-173.4 μg/g, respectively. Higher fecal levels of indole and p-cresol were associated with lower carbohydrates and higher ammonium levels, that are markers of a more pronounced intestinal proteolytic metabolism. Positive relationship was observed also with the dry/wet weight ratio, indicator of prolonged intestinal retention of feces. p-cresol and indole presented a statistically significant negative correlation with OTUs of uncultured Bacteroidetes and Firmicutes, the former belonging to <i>Bacteroides</i> and the latter to the families Butyricicoccaceae (genus <i>Butyricicoccus</i>), Monoglobaceae (genus <i>Monoglobus</i>), Lachnospiraceae (genera <i>Faecalibacterium</i>, <i>Roseburia</i>, and <i>Eubacterium ventriosum</i> group). The kinetics of formation and/or degradation of indole and p-cresol was investigated in fecal slurries, supplemented with the precursor amino acids tryptophan and tyrosine in strict anaerobiosis. The presence of the precursors bursted indole production but had a lower effect on the rate of p-cresol formation. On the other hand, supplementation with indole reduced the net rate of formation. The taxa that positively correlated with fecal levels of uremic toxins presented a positive correlation also with p-cresol generation rate in biotransformation experiments. Moreover other bacterial groups were positively correlated with generation rate of p-cresol and indole, further expanding the range of taxa associated to production of p-cresol (<i>Bacteroides</i>, <i>Alistipes</i>, <i>Eubacterium xylanophylum</i>, and <i>Barnesiella</i>) and indole (e.g., <i>Bacteroides, Ruminococcus torques, Balutia, Dialister, Butyricicoccus</i>). The information herein presented contributes to disclose the relationships between microbiota composition and the production of uremic toxins, that could provide the basis for probiotic intervention on the gut microbiota, aimed to prevent the onset, hamper the progression, and alleviate the impact of nephropaties.</p>","PeriodicalId":73090,"journal":{"name":"Frontiers in molecular medicine","volume":" ","pages":"959189"},"PeriodicalIF":0.0,"publicationDate":"2022-09-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11285674/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41560770","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Targeting epigenetic alterations in cancer stem cells. 靶向癌症干细胞的表观遗传改变
Pub Date : 2022-09-20 eCollection Date: 2022-01-01 DOI: 10.3389/fmmed.2022.1011882
Verona F, Pantina V D, Modica C, Lo Iacono M, D'Accardo C, Porcelli G, Cricchio D, Turdo A, Gaggianesi M, Di Franco S, Todaro M, Veschi V, Stassi G

Oncogenes or tumor suppressor genes are rarely mutated in several pediatric tumors and some early stage adult cancers. This suggests that an aberrant epigenetic reprogramming may crucially affect the tumorigenesis of these tumors. Compelling evidence support the hypothesis that cancer stem cells (CSCs), a cell subpopulation within the tumor bulk characterized by self-renewal capacity, metastatic potential and chemo-resistance, may derive from normal stem cells (NSCs) upon an epigenetic deregulation. Thus, a better understanding of the specific epigenetic alterations driving the transformation from NSCs into CSCs may help to identify efficacious treatments to target this aggressive subpopulation. Moreover, deepening the knowledge about these alterations may represent the framework to design novel therapeutic approaches also in the field of regenerative medicine in which bioengineering of NSCs has been evaluated. Here, we provide a broad overview about: 1) the role of aberrant epigenetic modifications contributing to CSC initiation, formation and maintenance, 2) the epigenetic inhibitors in clinical trial able to specifically target the CSC subpopulation, and 3) epigenetic drugs and stem cells used in regenerative medicine for cancer and diseases.

在一些儿童肿瘤和一些早期成人癌症中,癌基因或肿瘤抑制基因很少发生突变。这表明异常的表观遗传重编程可能对这些肿瘤的发生有重要影响。令人信服的证据支持这样的假设:肿瘤干细胞(CSCs)是肿瘤内具有自我更新能力、转移潜能和化疗耐药性的细胞亚群,它可能是由正常干细胞(NSCs)在表观遗传失调后产生的。因此,更好地了解驱动NSCs向CSCs转化的特定表观遗传改变可能有助于确定针对这一侵袭性亚群的有效治疗方法。此外,加深对这些改变的了解可能代表了在再生医学领域设计新的治疗方法的框架,在再生医学领域,NSCs的生物工程已经得到了评估。在这里,我们提供了一个广泛的概述:1)异常表观遗传修饰在CSC的启动,形成和维持中的作用,2)临床试验中能够特异性靶向CSC亚群的表观遗传抑制剂,以及3)用于癌症和疾病再生医学的表观遗传药物和干细胞。
{"title":"Targeting epigenetic alterations in cancer stem cells.","authors":"Verona F, Pantina V D, Modica C, Lo Iacono M, D'Accardo C, Porcelli G, Cricchio D, Turdo A, Gaggianesi M, Di Franco S, Todaro M, Veschi V, Stassi G","doi":"10.3389/fmmed.2022.1011882","DOIUrl":"10.3389/fmmed.2022.1011882","url":null,"abstract":"<p><p>Oncogenes or tumor suppressor genes are rarely mutated in several pediatric tumors and some early stage adult cancers. This suggests that an aberrant epigenetic reprogramming may crucially affect the tumorigenesis of these tumors. Compelling evidence support the hypothesis that cancer stem cells (CSCs), a cell subpopulation within the tumor bulk characterized by self-renewal capacity, metastatic potential and chemo-resistance, may derive from normal stem cells (NSCs) upon an epigenetic deregulation. Thus, a better understanding of the specific epigenetic alterations driving the transformation from NSCs into CSCs may help to identify efficacious treatments to target this aggressive subpopulation. Moreover, deepening the knowledge about these alterations may represent the framework to design novel therapeutic approaches also in the field of regenerative medicine in which bioengineering of NSCs has been evaluated. Here, we provide a broad overview about: 1) the role of aberrant epigenetic modifications contributing to CSC initiation, formation and maintenance, 2) the epigenetic inhibitors in clinical trial able to specifically target the CSC subpopulation, and 3) epigenetic drugs and stem cells used in regenerative medicine for cancer and diseases.</p>","PeriodicalId":73090,"journal":{"name":"Frontiers in molecular medicine","volume":"2 1","pages":"1011882"},"PeriodicalIF":0.0,"publicationDate":"2022-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11285701/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41321569","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The innate face of Giant Cell Arteritis: Insight into cellular and molecular innate immunity pathways to unravel new possible biomarkers of disease. 巨细胞动脉炎的先天面貌:深入了解细胞和分子先天免疫途径,以揭示新的可能的疾病生物标志物
Pub Date : 2022-08-04 eCollection Date: 2022-01-01 DOI: 10.3389/fmmed.2022.933161
Chiara Rizzo, Lidia La Barbera, Giuseppe Miceli, Antonino Tuttolomondo, Giuliana Guggino

Giant cell arteritis (GCA) is an inflammatory chronic disease mainly occurring in elderly individuals. The pathogenesis of GCA is still far from being completely elucidated. However, in susceptible arteries, an aberrant immune system activation drives the occurrence of vascular remodeling which is mainly characterized by intimal hyperplasia and luminal obstruction. Vascular damage leads to ischemic manifestations involving extra-cranial branches of carotid arteries, mostly temporal arteries, and aorta. Classically, GCA was considered a pathological process resulting from the interaction between an unknown environmental trigger, such as an infectious agent, with local dendritic cells (DCs), activated CD4 T cells and effector macrophages. In the last years, the complexity of GCA has been underlined by robust evidence suggesting that several cell subsets belonging to the innate immunity can contribute to disease development and progression. Specifically, a role in driving tissue damage and adaptive immunity activation was described for dendritic cells (DCs), monocytes and macrophages, mast cells, neutrophils and wall components, such as endothelial cells (ECs) and vascular smooth muscle cells (VSMCs). In this regard, molecular pathways related to cytokines, chemokines, growth factors, vasoactive molecules and reactive oxygen species may contribute to the inflammatory process underlying GCA. Altogether, innate cellular and molecular pathways may clarify many pathogenetic aspects of the disease, paving the way for the identification of new biomarkers and for the development of new treatment targets for GCA. This review aims to deeply dissect past and new evidence on the innate immunological disruption behind GCA providing a comprehensive description of disease development from the innate perspective.

巨细胞动脉炎(GCA)是一种主要发生在老年人身上的炎症性慢性疾病。GCA的发病机制还远未完全阐明。然而,在易感动脉中,异常的免疫系统激活会导致血管重塑的发生,其主要特征是内膜增生和管腔阻塞。血管损伤导致缺血性表现,涉及颈动脉的颅外分支,主要是颞动脉和主动脉。传统上,GCA被认为是一种病理过程,由未知的环境触发因素(如传染源)与局部树突状细胞(DC)、活化的CD4 T细胞和效应巨噬细胞之间的相互作用引起。在过去的几年里,有力的证据表明,属于先天免疫的几个细胞亚群可以促进疾病的发展和进展,这突出了GCA的复杂性。具体而言,描述了树突状细胞(DC)、单核细胞和巨噬细胞、肥大细胞、中性粒细胞和壁成分,如内皮细胞(EC)和血管平滑肌细胞(VSMCs)在驱动组织损伤和适应性免疫激活中的作用。在这方面,与细胞因子、趋化因子、生长因子、血管活性分子和活性氧相关的分子途径可能有助于GCA的炎症过程。总之,先天性细胞和分子途径可能阐明该疾病的许多致病方面,为鉴定新的生物标志物和开发新的GCA治疗靶点铺平道路。这篇综述旨在深入剖析GCA背后先天免疫破坏的过去和新证据,从先天的角度全面描述疾病的发展。
{"title":"The innate face of Giant Cell Arteritis: Insight into cellular and molecular innate immunity pathways to unravel new possible biomarkers of disease.","authors":"Chiara Rizzo, Lidia La Barbera, Giuseppe Miceli, Antonino Tuttolomondo, Giuliana Guggino","doi":"10.3389/fmmed.2022.933161","DOIUrl":"10.3389/fmmed.2022.933161","url":null,"abstract":"<p><p>Giant cell arteritis (GCA) is an inflammatory chronic disease mainly occurring in elderly individuals. The pathogenesis of GCA is still far from being completely elucidated. However, in susceptible arteries, an aberrant immune system activation drives the occurrence of vascular remodeling which is mainly characterized by intimal hyperplasia and luminal obstruction. Vascular damage leads to ischemic manifestations involving extra-cranial branches of carotid arteries, mostly temporal arteries, and aorta. Classically, GCA was considered a pathological process resulting from the interaction between an unknown environmental trigger, such as an infectious agent, with local dendritic cells (DCs), activated CD4 T cells and effector macrophages. In the last years, the complexity of GCA has been underlined by robust evidence suggesting that several cell subsets belonging to the innate immunity can contribute to disease development and progression. Specifically, a role in driving tissue damage and adaptive immunity activation was described for dendritic cells (DCs), monocytes and macrophages, mast cells, neutrophils and wall components, such as endothelial cells (ECs) and vascular smooth muscle cells (VSMCs). In this regard, molecular pathways related to cytokines, chemokines, growth factors, vasoactive molecules and reactive oxygen species may contribute to the inflammatory process underlying GCA. Altogether, innate cellular and molecular pathways may clarify many pathogenetic aspects of the disease, paving the way for the identification of new biomarkers and for the development of new treatment targets for GCA. This review aims to deeply dissect past and new evidence on the innate immunological disruption behind GCA providing a comprehensive description of disease development from the innate perspective.</p>","PeriodicalId":73090,"journal":{"name":"Frontiers in molecular medicine","volume":" ","pages":"933161"},"PeriodicalIF":0.0,"publicationDate":"2022-08-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11285707/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47997681","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Endothelial Function in Postmenopausal Women: The Possible Role of Heat Shock Protein 60 and Serum Androgens. 绝经后妇女的内皮功能:热休克蛋白60和血清雄激素的可能作用
Pub Date : 2022-07-12 eCollection Date: 2022-01-01 DOI: 10.3389/fmmed.2022.933188
Eleni Armeni, Anastasia Soureti, Areti Augoulea, Asimina Chondrou, Nikolaos Drakoulis, George Kaparos, Dimitrios Delialis, Spyros Stefos, Lasthenis Angelidakis, Alexandros Sianis, Aggeliki-Maria Dimopoulou, Andreas Alexandrou, Stavroula Baka, Leon Aravantinos, Konstantinos Panoulis, Kimon Stamatelopoulos, Irene Lambrinoudaki

Background: Heat shock protein 60 (HSP60), a potentially homeostatic antigen, is involved in physiological and non-physiological conditions. Experimental data support the role of HSP60 in placental and mitochondrial steroidogenesis. Furthermore, HSP60 is translocated into the endothelial-cell plasma membrane and the extracellular space under stress conditions, promoting the atherosclerotic process. Therefore, we investigated the association between HSP60 and endothelial function in postmenopausal women, considering the possible atherogenic effect of androgenic hormones. Methods: This study included 123 healthy postmenopausal women. Exclusion criteria were treated hypertension or dyslipidaemia, menopause hormone therapy during the last 6 months, and previously diagnosed peripheral vascular disease or cardiovascular disease. Fasting venous blood samples were obtained for biochemical and hormonal assessment and evaluation of HSP60. Sonographic assessment of flow-mediated dilation (FMD) occurred immediately after that in one session. Results: Univariate analysis showed that women with FMD values below median 5.12% had lower logHSP60 values (low vs. high FMD, HSP60 values: 2.01 ± 1.16 ng/ml vs. 3.22 ± 1.17 ng/ml, p-value = 0.031). Multivariable analysis showed that logHSP60 was associated with FMD (b-coefficient = 0.171, p-value = 0.046), adjusting for traditional cardiovascular risk factors (TRFs) and insulin levels. Further adjustment for testosterone and DHEAS rendered the result non-significant. In the multivariable analysis, FMD was associated with insulin (b-coefficient = -0.166, p-value = 0.034), testosterone (b-coefficient = -0.165, p-value = 0.034), DHEAS (b-coefficient = -0.187, p-value = 0.017), adjusting for TRFs. Discussion: The results of this study indicate that the association between androgens and endothelial function is possibly mediated by HSP60 molecules, in women with low insulin resistance and androgenicity. Further prospective studies are needed to explore the significance of our findings.

背景:热休克蛋白60 (HSP60)是一种潜在的体内平衡抗原,参与生理和非生理条件。实验数据支持HSP60在胎盘和线粒体类固醇生成中的作用。此外,应激条件下,HSP60易位到内皮细胞膜和细胞外空间,促进动脉粥样硬化过程。因此,我们研究了绝经后妇女HSP60与内皮功能之间的关系,并考虑了雄激素可能的动脉粥样硬化作用。方法:本研究纳入123名健康绝经后妇女。排除标准为高血压或血脂异常,最近6个月内接受过更年期激素治疗,既往诊断为外周血管疾病或心血管疾病。取空腹静脉血进行HSP60的生化及激素评价。超声评估血流介导的扩张(FMD)发生后立即在一个疗程。结果:单因素分析显示,FMD值低于中位数5.12%的女性的logHSP60值较低(低FMD vs高FMD, HSP60值:2.01±1.16 ng/ml vs 3.22±1.17 ng/ml, p值= 0.031)。多变量分析显示,在校正传统心血管危险因素(TRFs)和胰岛素水平后,logHSP60与FMD相关(b系数= 0.171,p值= 0.046)。进一步调整睾酮和DHEAS使结果不显著。在多变量分析中,FMD与胰岛素(b-系数= - 0.166,p值= 0.034)、睾酮(b-系数= - 0.165,p值= 0.034)、DHEAS (b-系数= - 0.187,p值= 0.017)相关。讨论:本研究结果表明,在胰岛素抵抗和雄激素原性较低的女性中,雄激素和内皮功能之间的关联可能是由HSP60分子介导的。需要进一步的前瞻性研究来探索我们的发现的意义。
{"title":"Endothelial Function in Postmenopausal Women: The Possible Role of Heat Shock Protein 60 and Serum Androgens.","authors":"Eleni Armeni, Anastasia Soureti, Areti Augoulea, Asimina Chondrou, Nikolaos Drakoulis, George Kaparos, Dimitrios Delialis, Spyros Stefos, Lasthenis Angelidakis, Alexandros Sianis, Aggeliki-Maria Dimopoulou, Andreas Alexandrou, Stavroula Baka, Leon Aravantinos, Konstantinos Panoulis, Kimon Stamatelopoulos, Irene Lambrinoudaki","doi":"10.3389/fmmed.2022.933188","DOIUrl":"10.3389/fmmed.2022.933188","url":null,"abstract":"<p><p><b>Background:</b> Heat shock protein 60 (HSP60), a potentially homeostatic antigen, is involved in physiological and non-physiological conditions. Experimental data support the role of HSP60 in placental and mitochondrial steroidogenesis. Furthermore, HSP60 is translocated into the endothelial-cell plasma membrane and the extracellular space under stress conditions, promoting the atherosclerotic process. Therefore, we investigated the association between HSP60 and endothelial function in postmenopausal women, considering the possible atherogenic effect of androgenic hormones. <b>Methods:</b> This study included 123 healthy postmenopausal women. Exclusion criteria were treated hypertension or dyslipidaemia, menopause hormone therapy during the last 6 months, and previously diagnosed peripheral vascular disease or cardiovascular disease. Fasting venous blood samples were obtained for biochemical and hormonal assessment and evaluation of HSP60. Sonographic assessment of flow-mediated dilation (FMD) occurred immediately after that in one session. <b>Results:</b> Univariate analysis showed that women with FMD values below median 5.12% had lower logHSP60 values (low vs. high FMD, HSP60 values: 2.01 ± 1.16 ng/ml vs. 3.22 ± 1.17 ng/ml, <i>p</i>-value = 0.031). Multivariable analysis showed that logHSP60 was associated with FMD (b-coefficient = 0.171, <i>p</i>-value = 0.046), adjusting for traditional cardiovascular risk factors (TRFs) and insulin levels. Further adjustment for testosterone and DHEAS rendered the result non-significant. In the multivariable analysis, FMD was associated with insulin (b-coefficient = -0.166, <i>p</i>-value = 0.034), testosterone (b-coefficient = -0.165, <i>p</i>-value = 0.034), DHEAS (b-coefficient = -0.187, <i>p</i>-value = 0.017), adjusting for TRFs. <b>Discussion:</b> The results of this study indicate that the association between androgens and endothelial function is possibly mediated by HSP60 molecules, in women with low insulin resistance and androgenicity. Further prospective studies are needed to explore the significance of our findings.</p>","PeriodicalId":73090,"journal":{"name":"Frontiers in molecular medicine","volume":" ","pages":"933188"},"PeriodicalIF":0.0,"publicationDate":"2022-07-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11285708/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43099966","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Review on Biomarkers for the Evaluation of Autoimmune Cholestatic Liver Diseases and Their Overlap Syndromes. 评价自身免疫性胆汁淤积性肝病及其重叠综合征的生物标志物研究进展
Pub Date : 2022-07-08 eCollection Date: 2022-01-01 DOI: 10.3389/fmmed.2022.914505
Henry H Nguyen, Marvin J Fritzler, Mark G Swain

Autoimmune cholestatic liver disease includes both Primary Biliary Cholangitis (PBC) and Primary Sclerosing Cholangitis (PSC). Both conditions result in impairment of hepatic bile flow ultimately leading to chronic liver injury, liver fibrosis and eventually end stage cirrhosis. Early and accurate diagnosis are important for the risk stratification, follow up and management of these patients. The underlying pathogenesis of these conditions have not been completely resolved and poses a barrier for the development of new diagnostic and prognostics tools. Current research work suggests that the pathogenesis of autoimmune cholestatic liver disease results from environmental, genetic, and a large component of underlying immune dysfunction. While the current available serum biomarkers and imaging modalities showcases progression in precision medicine for the management of autoimmune cholestatic liver disease, development of new biomarkers are still an area of need in this field. In this review, we will discuss the current and emerging biomarkers in patients with PBC, PSC, and a special population that exhibit overlap syndrome with autoimmune hepatitis (AIH). The use of these biomarkers for diagnosis and prognosis of these patients will be reviewed through the lens of the current understanding of the complex immune pathophysiology of these conditions.

自身免疫性胆汁淤积性肝病包括原发性胆汁性胆管炎(PBC)和原发性硬化性胆管炎(PSC)。这两种情况都会导致肝胆汁流受损,最终导致慢性肝损伤、肝纤维化,并最终导致终末期肝硬化。早期准确的诊断对这些患者的风险分层、随访和管理至关重要。这些疾病的潜在发病机制尚未完全解决,这对开发新的诊断和预测工具构成了障碍。目前的研究工作表明,自身免疫性胆汁淤积性肝病的发病机制是由环境、遗传和潜在免疫功能障碍的重要组成部分引起的。虽然目前可用的血清生物标志物和成像模式显示了精确医学在治疗自身免疫性胆汁淤积性肝病方面的进展,但开发新的生物标志物仍然是该领域需要的领域。在这篇综述中,我们将讨论PBC、PSC患者以及与自身免疫性肝炎(AIH)表现出重叠综合征的特殊人群中当前和新出现的生物标志物。将通过目前对这些疾病复杂免疫病理生理学的理解来回顾这些生物标志物在这些患者的诊断和预后中的应用。
{"title":"A Review on Biomarkers for the Evaluation of Autoimmune Cholestatic Liver Diseases and Their Overlap Syndromes.","authors":"Henry H Nguyen, Marvin J Fritzler, Mark G Swain","doi":"10.3389/fmmed.2022.914505","DOIUrl":"10.3389/fmmed.2022.914505","url":null,"abstract":"<p><p>Autoimmune cholestatic liver disease includes both Primary Biliary Cholangitis (PBC) and Primary Sclerosing Cholangitis (PSC). Both conditions result in impairment of hepatic bile flow ultimately leading to chronic liver injury, liver fibrosis and eventually end stage cirrhosis. Early and accurate diagnosis are important for the risk stratification, follow up and management of these patients. The underlying pathogenesis of these conditions have not been completely resolved and poses a barrier for the development of new diagnostic and prognostics tools. Current research work suggests that the pathogenesis of autoimmune cholestatic liver disease results from environmental, genetic, and a large component of underlying immune dysfunction. While the current available serum biomarkers and imaging modalities showcases progression in precision medicine for the management of autoimmune cholestatic liver disease, development of new biomarkers are still an area of need in this field. In this review, we will discuss the current and emerging biomarkers in patients with PBC, PSC, and a special population that exhibit overlap syndrome with autoimmune hepatitis (AIH). The use of these biomarkers for diagnosis and prognosis of these patients will be reviewed through the lens of the current understanding of the complex immune pathophysiology of these conditions.</p>","PeriodicalId":73090,"journal":{"name":"Frontiers in molecular medicine","volume":" ","pages":"914505"},"PeriodicalIF":0.0,"publicationDate":"2022-07-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11285550/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43625765","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Gestational Dating by Urine Metabolic Profile at High Resolution Weekly Sampling Timepoints: Discovery and Validation. 高分辨率每周采样时间点尿液代谢谱的妊娠年龄测定:发现和验证
Pub Date : 2022-04-27 eCollection Date: 2022-01-01 DOI: 10.3389/fmmed.2022.844280
Karl G Sylvester, Shiying Hao, Zhen Li, Zhi Han, Lu Tian, Subhashini Ladella, Ronald J Wong, Gary M Shaw, David K Stevenson, Harvey J Cohen, John C Whitin, Doff B McElhinney, Xuefeng B Ling

Background: Pregnancy triggers longitudinal metabolic alterations in women to allow precisely-programmed fetal growth. Comprehensive characterization of such a "metabolic clock" of pregnancy may provide a molecular reference in relation to studies of adverse pregnancy outcomes. However, a high-resolution temporal profile of metabolites along a healthy pregnancy remains to be defined. Methods: Two independent, normal pregnancy cohorts with high-density weekly urine sampling (discovery: 478 samples from 19 subjects at California; validation: 171 samples from 10 subjects at Alabama) were studied. Urine samples were profiled by liquid chromatography-mass spectrometry (LC-MS) for untargeted metabolomics, which was applied for gestational age dating and prediction of time to delivery. Results: 5,473 urinary metabolic features were identified. Partial least-squares discriminant analysis on features with robust signals (n = 1,716) revealed that the samples were distributed on the basis of the first two principal components according to their gestational age. Pathways of bile secretion, steroid hormone biosynthesis, pantohenate, and CoA biosynthesis, benzoate degradation, and phenylpropanoid biosynthesis were significantly regulated, which was collectively applied to discover and validate a predictive model that accurately captures the chronology of pregnancy. With six urine metabolites (acetylcholine, estriol-3-glucuronide, dehydroepiandrosterone sulfate, α-lactose, hydroxyexanoy-carnitine, and l-carnitine), models were constructed based on gradient-boosting decision trees to date gestational age in high accordance with ultrasound results, and to accurately predict time to delivery. Conclusion: Our study characterizes the weekly baseline profile of the human pregnancy metabolome, which provides a high-resolution molecular reference for future studies of adverse pregnancy outcomes.

背景:妊娠会触发女性的纵向代谢改变,从而实现精确的胎儿生长。对这种妊娠“代谢时钟”的全面表征可能为不良妊娠结局的研究提供分子参考。然而,健康妊娠期间代谢物的高分辨率时间分布仍有待确定。方法:研究了两个独立的、每周高密度尿液采样的正常妊娠队列(发现:来自加利福尼亚州19名受试者的478份样本;验证:来自阿拉巴马州10名受试人的171份样本)。尿液样本通过液相色谱-质谱法(LC-MS)进行非靶向代谢组学分析,用于孕龄测定和分娩时间预测。结果:共发现5473例尿代谢特征。对具有稳健信号的特征(n=1716)的偏最小二乘判别分析表明,样本是根据前两个主要成分根据胎龄分布的。胆汁分泌、类固醇激素生物合成、泛酸盐和辅酶a生物合成、苯甲酸盐降解和苯丙烷生物合成的途径受到显著调节,这些途径被共同应用于发现和验证一个准确捕捉妊娠时间的预测模型。利用六种尿液代谢产物(乙酰胆碱、雌三醇-3-葡糖苷酸、脱氢表雄酮硫酸酯、α-乳糖、羟基己酮肉碱和左旋肉碱),基于梯度增强决策树构建模型,以高度符合超声结果的孕龄,并准确预测分娩时间。结论:我们的研究表征了人类妊娠代谢组的每周基线图谱,为未来的不良妊娠结局研究提供了高分辨率的分子参考。
{"title":"Gestational Dating by Urine Metabolic Profile at High Resolution Weekly Sampling Timepoints: Discovery and Validation.","authors":"Karl G Sylvester, Shiying Hao, Zhen Li, Zhi Han, Lu Tian, Subhashini Ladella, Ronald J Wong, Gary M Shaw, David K Stevenson, Harvey J Cohen, John C Whitin, Doff B McElhinney, Xuefeng B Ling","doi":"10.3389/fmmed.2022.844280","DOIUrl":"10.3389/fmmed.2022.844280","url":null,"abstract":"<p><p><b>Background:</b> Pregnancy triggers longitudinal metabolic alterations in women to allow precisely-programmed fetal growth. Comprehensive characterization of such a \"metabolic clock\" of pregnancy may provide a molecular reference in relation to studies of adverse pregnancy outcomes. However, a high-resolution temporal profile of metabolites along a healthy pregnancy remains to be defined. <b>Methods:</b> Two independent, normal pregnancy cohorts with high-density weekly urine sampling (discovery: 478 samples from 19 subjects at California; validation: 171 samples from 10 subjects at Alabama) were studied. Urine samples were profiled by liquid chromatography-mass spectrometry (LC-MS) for untargeted metabolomics, which was applied for gestational age dating and prediction of time to delivery. <b>Results:</b> 5,473 urinary metabolic features were identified. Partial least-squares discriminant analysis on features with robust signals (<i>n</i> = 1,716) revealed that the samples were distributed on the basis of the first two principal components according to their gestational age. Pathways of bile secretion, steroid hormone biosynthesis, pantohenate, and CoA biosynthesis, benzoate degradation, and phenylpropanoid biosynthesis were significantly regulated, which was collectively applied to discover and validate a predictive model that accurately captures the chronology of pregnancy. With six urine metabolites (acetylcholine, estriol-3-glucuronide, dehydroepiandrosterone sulfate, α-lactose, hydroxyexanoy-carnitine, and l-carnitine), models were constructed based on gradient-boosting decision trees to date gestational age in high accordance with ultrasound results, and to accurately predict time to delivery. <b>Conclusion:</b> Our study characterizes the weekly baseline profile of the human pregnancy metabolome, which provides a high-resolution molecular reference for future studies of adverse pregnancy outcomes.</p>","PeriodicalId":73090,"journal":{"name":"Frontiers in molecular medicine","volume":" ","pages":"844280"},"PeriodicalIF":0.0,"publicationDate":"2022-04-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11285704/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42151944","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Decoding Genetic Markers of Multiple Phenotypic Layers Through Biologically Constrained Genome-To-Phenome Bayesian Sparse Regression. 从生物约束基因组解码多表型层遗传标记到表型贝叶斯稀疏回归
Pub Date : 2022-03-30 eCollection Date: 2022-01-01 DOI: 10.3389/fmmed.2022.830956
Marie Deprez, Julien Moreira, Maxime Sermesant, Marco Lorenzi

The applicability of multivariate approaches for the joint analysis of genomics and phenomics information is currently limited by the lack of scalability, and by the difficulty of interpreting the related findings from a biological perspective. To tackle these limitations, we present Bayesian Genome-to-Phenome Sparse Regression (G2PSR), a novel multivariate regression method based on sparse SNP-gene constraints. The statistical framework of G2PSR is based on a Bayesian neural network, were constraints on SNPs-genes associations are integrated by incorporating a priori knowledge linking variants to their respective genes, to then reconstruct the phenotypic data in the output layer. Interpretability is promoted by inducing sparsity on the genes through variational dropout, allowing to estimate the uncertainty associated with each gene, and related SNPs, in the reconstruction task. Ultimately, G2PSR is conceived to prevent multiple testing correction and to assess the combined effect of SNPs, thus increasing the statistical power in detecting genome-to-phenome associations. The effectiveness of G2PSR was demonstrated on synthetic and real data, with respect to state-of-the-art methods based on group-wise sparsity constraints. The application on real data consisted in an imaging-genetics analysis on the Alzheimer's Disease Neuroimaging Initiative data, relating SNPs from more than 3,500 genes to clinical and multi-variate brain volumetric information. The experimental results show that our method can provide accurate selection of relevant genes in dataset with large SNPs-to-samples ratio, thus overcoming the main limitations of current genome-to-phenome association methods.

目前,由于缺乏可扩展性以及难以从生物学角度解释相关发现,多元方法在基因组学和表型信息联合分析中的适用性受到限制。为了解决这些局限性,我们提出了贝叶斯基因组-表型稀疏回归(G2PSR),这是一种基于稀疏SNP基因约束的新的多元回归方法。G2PSR的统计框架基于贝叶斯神经网络,通过结合将变体连接到其各自基因的先验知识来整合SNPs基因关联的约束,然后在输出层中重建表型数据。通过变分缺失诱导基因的稀疏性,从而在重建任务中估计与每个基因和相关SNPs相关的不确定性,从而提高了可解释性。最终,G2PSR旨在防止多重检测校正,并评估SNPs的综合效应,从而提高检测基因组与现象关联的统计能力。G2PSR的有效性在合成和真实数据上得到了证明,与基于组稀疏性约束的最先进方法相比。实际数据的应用包括对阿尔茨海默病神经成像倡议数据的成像遗传学分析,将3500多个基因的SNPs与临床和多变量大脑体积信息联系起来。实验结果表明,我们的方法可以在SNPs与样本比例较大的数据集中准确选择相关基因,从而克服了当前基因组与现象关联方法的主要局限性。
{"title":"Decoding Genetic Markers of Multiple Phenotypic Layers Through Biologically Constrained Genome-To-Phenome Bayesian Sparse Regression.","authors":"Marie Deprez, Julien Moreira, Maxime Sermesant, Marco Lorenzi","doi":"10.3389/fmmed.2022.830956","DOIUrl":"10.3389/fmmed.2022.830956","url":null,"abstract":"<p><p>The applicability of multivariate approaches for the joint analysis of genomics and phenomics information is currently limited by the lack of scalability, and by the difficulty of interpreting the related findings from a biological perspective. To tackle these limitations, we present Bayesian Genome-to-Phenome Sparse Regression (G2PSR), a novel multivariate regression method based on sparse SNP-gene constraints. The statistical framework of G2PSR is based on a Bayesian neural network, were constraints on SNPs-genes associations are integrated by incorporating <i>a priori</i> knowledge linking variants to their respective genes, to then reconstruct the phenotypic data in the output layer. Interpretability is promoted by inducing sparsity on the genes through variational dropout, allowing to estimate the uncertainty associated with each gene, and related SNPs, in the reconstruction task. Ultimately, G2PSR is conceived to prevent multiple testing correction and to assess the combined effect of SNPs, thus increasing the statistical power in detecting genome-to-phenome associations. The effectiveness of G2PSR was demonstrated on synthetic and real data, with respect to state-of-the-art methods based on group-wise sparsity constraints. The application on real data consisted in an imaging-genetics analysis on the Alzheimer's Disease Neuroimaging Initiative data, relating SNPs from more than 3,500 genes to clinical and multi-variate brain volumetric information. The experimental results show that our method can provide accurate selection of relevant genes in dataset with large SNPs-to-samples ratio, thus overcoming the main limitations of current genome-to-phenome association methods.</p>","PeriodicalId":73090,"journal":{"name":"Frontiers in molecular medicine","volume":" ","pages":"830956"},"PeriodicalIF":0.0,"publicationDate":"2022-03-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11285669/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41890824","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Frontiers in molecular medicine
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1