Analysis of Serum Metabolites to Diagnose Bicuspid Aortic Valve

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Abstract

Bicuspid aortic valve (BAV) is the most common congenital heart disease. The current study aims to construct a diagnostic model based on metabolic profiling as a non-invasive tool for BAV screening. Blood serum samples were prepared from an estimation group and a validation group, each consisting of 30 BAV patients and 20 healthy individuals, and analyzed by liquid chromatography-mass spectrometry (LC-MS). In total, 2213 metabolites were detected and 41 were considered different. A model for predicting BAV in the estimation group was constructed using the concentration levels of monoglyceride (MG) (18:2) and glycerophospho-N-oleoyl ethanolamine (GNOE). A novel model named Zhongshan (ZS) was developed to amplify the association between BAV and the two metabolites. The area under curve (AUC) of ZS for BAV prediction was 0.900 (0.782–0.967) and was superior to all single-metabolite models when applied to the estimation group. Using optimized cutoff (−0.1634), ZS model had a sensitivity score of 76.7%, specificity score of 90.0%, positive predictive value of 80% and negative predictive value of 85.0% for the validation group. These results support the use of serum-based metabolomics profiling method as a complementary tool for BAV screening in large populations.

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The incidence of congenital heart disease.

Julien Hoffman, Samuel Kaplan (2002)

This study was designed to determine the reasons for the variability of the incidence of congenital heart disease (CHD), estimate its true value and provide data about the incidence of specific major forms of CHD. The incidence of CHD in different studies varies from about 4/1,000 to 50/1,000 live births. The relative frequency of different major forms of CHD also differs greatly from study to study. In addition, another 20/1,000 live births have bicuspid aortic valves, isolated anomalous lobar pulmonary veins or a silent patent ductus arteriosus. The incidences reported in 62 studies published after 1955 were examined. Attention was paid to the ways in which the studies were conducted, with special reference to the increased use of echocardiography in the neonatal nursery. The total incidence of CHD was related to the relative frequency of ventricular septal defects (VSDs), the most common type of CHD. The incidences of individual major forms of CHD were determined from 44 studies. The incidence of CHD depends primarily on the number of small VSDs included in the series, and this number in turn depends upon how early the diagnosis is made. If major forms of CHD are stratified into trivial, moderate and severe categories, the variation in incidence depends mainly on the number of trivial lesions included. The incidence of moderate and severe forms of CHD is about 6/1,000 live births (19/1,000 live births if the potentially serious bicuspid aortic valve is included), and of all forms increases to 75/1,000 live births if tiny muscular VSDs present at birth and other trivial lesions are included. Given the causes of variation, there is no evidence for differences in incidence in different countries or times.

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Mutations in NOTCH1 cause aortic valve disease.

Vidu Garg, Alecia N. Muth, Joshua F Ransom … (2005)

Calcification of the aortic valve is the third leading cause of heart disease in adults. The incidence increases with age, and it is often associated with a bicuspid aortic valve present in 1-2% of the population. Despite the frequency, neither the mechanisms of valve calcification nor the developmental origin of a two, rather than three, leaflet aortic valve is known. Here, we show that mutations in the signalling and transcriptional regulator NOTCH1 cause a spectrum of developmental aortic valve anomalies and severe valve calcification in non-syndromic autosomal-dominant human pedigrees. Consistent with the valve calcification phenotype, Notch1 transcripts were most abundant in the developing aortic valve of mice, and Notch1 repressed the activity of Runx2, a central transcriptional regulator of osteoblast cell fate. The hairy-related family of transcriptional repressors (Hrt), which are activated by Notch1 signalling, physically interacted with Runx2 and repressed Runx2 transcriptional activity independent of histone deacetylase activity. These results suggest that NOTCH1 mutations cause an early developmental defect in the aortic valve and a later de-repression of calcium deposition that causes progressive aortic valve disease.

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Cannabinoids go nuclear: evidence for activation of peroxisome proliferator-activated receptors.

S O'Sullivan (2007)

Cannabinoids act at two classical cannabinoid receptors (CB1 and CB2), a 7TM orphan receptor and the transmitter-gated channel transient receptor potential vanilloid type-1 receptor. Recent evidence also points to cannabinoids acting at members of the nuclear receptor family, peroxisome proliferator-activated receptors (PPARs, with three subtypes alpha, beta (delta) and gamma), which regulate cell differentiation and lipid metabolism. Much evidence now suggests that endocannabinoids are natural activators of PPAR alpha. Oleoylethanolamide regulates feeding and body weight, stimulates fat utilization and has neuroprotective effects mediated through activation of PPAR alpha. Similarly, palmitoylethanolamide regulates feeding and lipid metabolism and has anti-inflammatory properties mediated by PPAR alpha. Other endocannabinoids that activate PPAR alpha include anandamide, virodhamine and noladin. Some (but not all) endocannabinoids also activate PPAR gamma; anandamide and 2-arachidonoylglycerol have anti-inflammatory properties mediated by PPAR gamma. Similarly, ajulemic acid, a structural analogue of a metabolite of Delta(9)-tetrahydrocannabinol (THC), causes anti-inflammatory effects in vivo through PPAR gamma. THC also activates PPAR gamma, leading to a time-dependent vasorelaxation in isolated arteries. Other cannabinoids which activate PPAR gamma include N-arachidonoyl-dopamine, HU210, WIN55212-2 and CP55940. In contrast, little research has been carried out on the effects of cannabinoids at PPAR delta. In this newly emerging area, a number of research questions remain unanswered; for example, why do cannabinoids activate some isoforms and not others? How much of the chronic effects of cannabinoids are through activation of nuclear receptors? And importantly, do cannabinoids confer the same neuro- and cardioprotective benefits as other PPAR alpha and PPAR gamma agonists? This review will summarize the published literature implicating cannabinoid-mediated PPAR effects and discuss the implications thereof.

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Author and article information

Journal

Journal ID (nlm-ta): Sci Rep

Journal ID (iso-abbrev): Sci Rep

Title: Scientific Reports

Publisher: Nature Publishing Group

ISSN (Electronic): 2045-2322

Publication date (Electronic): 15 November 2016

Publication date Collection: 2016

Volume: 6

Electronic Location Identifier: 37023

Affiliations

[1 ]Department of Cardiac Surgery, Zhongshan Hospital, Fudan University . 200032, Shanghai, China

[2 ]State Key Laboratory of Molecular Biology, Shanghai Key Laboratory of Molecular Andrology, Institute of Biochemistry and Cell Biology, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences , 200031, Shanghai, China

[3 ]Department of Radiology, Huashan Hospital, Fudan University . 200040, Shanghai, China

[4 ]Department of Chemistry, Laboratory of Advanced Materials, Fudan University , 200433, Shanghai, China

Author notes

[a ] zswangchunsheng@ 123456sina.com

[b ] liumofang@ 123456sohu.com

[c ] weilai_zs@ 123456sina.com

[*]

These authors contributed equally to this work.

Article

Publisher Item ID: srep37023

DOI: 10.1038/srep37023

PMC ID: 5109472

PubMed ID: 27845433

SO-VID: 1c51806e-21b3-4982-a264-30fa7130623b

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Analysis of Serum Metabolites to Diagnose Bicuspid Aortic Valve

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Abstract

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Core Readings in Statistical Mediation Analysis

Most cited references 18

The incidence of congenital heart disease.

Mutations in NOTCH1 cause aortic valve disease.

Cannabinoids go nuclear: evidence for activation of peroxisome proliferator-activated receptors.

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