scholarly journals Towards early risk biomarkers: serum metabolic signature in childhood predicts cardio-metabolic risk in adulthood

EBioMedicine ◽  
2021 ◽  
Vol 72 ◽  
pp. 103611
Author(s):  
Xiaowei Ojanen ◽  
Runtan Cheng ◽  
Timo Törmäkangas ◽  
Noa Rappaport ◽  
Tomasz Wilmanski ◽  
...  
2021 ◽  
Author(s):  
Xiaowei Ojanen ◽  
Runtan Cheng ◽  
Timo Törmäkangas ◽  
Noa Rappaport ◽  
Tomasz Wilmanski ◽  
...  

2021 ◽  
Author(s):  
Xiaowei Ojanen ◽  
Runtan Cheng ◽  
Timo Törmäkangas ◽  
Noa Rappaport ◽  
Tomasz Wilmanski ◽  
...  

2019 ◽  
Author(s):  
Xiaowei Ojanen ◽  
Runtan Cheng ◽  
Timo Törmäkangas ◽  
Na Wu ◽  
Noa Rappaport ◽  
...  

AbstractCardiovascular diseases have their origin in childhood. Early biomarkers identifying individuals with increased risk for disease are needed to support early detection and to optimize prevention strategies. By applying machine learning approach on high throughput NMR-based metabolomics data, we identified metabolic predictors of cardiovascular risk in circulation in a cohort of 396 females, followed from childhood (mean age 11.2 years) to early adulthood (mean age 18.1 years). The identified childhood metabolic signature included three circulating biomarkers robustly associating with increased cardiovascular risk in early adulthood (AUC = 0.641 to 0.802, all p<0.01). These associations were confirmed in two validation cohorts including middle-aged women, with similar effect estimates. We subsequently applied random intercept cross-lagged panel model analysis, which suggested causal relationship between metabolites and cardio-metabolic risk score from childhood to early adulthood. These results provide evidence for the utility of circulating metabolomics panel to identify children and adolescents at risk for cardiovascular disease, to whom preventive measures and follow-up could be indicated.


2014 ◽  
Vol 18 ◽  
pp. e41-e42 ◽  
Author(s):  
B. Howard ◽  
E. Winkler ◽  
P. Sethi ◽  
V. Carson ◽  
N. Ridgers ◽  
...  

2016 ◽  
Author(s):  
Peter Würtz ◽  
Qin Wang ◽  
Marjo Niironen ◽  
Tuulia Tynkkynen ◽  
Mika Tiainen ◽  
...  

ABSTRACTBackgroundLower birth weight is associated with increased susceptibility to cardiometabolic diseases in adulthood, but the underlying molecular pathways are incompletely understood. We examined associations of birth weight with a comprehensive metabolic profile measured in adolescents and adults.MethodsHigh-throughput nuclear magnetic resonance metabolomics and biochemical assays were used to quantify 87 circulating metabolic measures in seven cohorts from Finland and the United Kingdom comprising altogether 18 288 individuals (mean age 26 years, range 15–75). Metabolic associations with birth weight were assessed by linear regression models adjusted for sex, gestational age, and age at blood sampling. The metabolic associations with birth weight were compared to the corresponding associations with adult body mass index (BMI).ResultsLower birth weight was adversely associated with cardiometabolic biomarkers, including lipoprotein subclasses, fatty acids, amino acids, and markers of inflammation and impaired liver function (P<0.0015 for 46 measures). Associations were consistent across cohorts with different ages at metabolic profiling, but the magnitudes were weak. The pattern of metabolic deviations associated with lower birth weight resembled the metabolic signature of higher adult BMI (R2=0.77). The resemblance indicated that 1-kg lower birth weight is associated with similar metabolic aberrations as caused by 0.92-units higher BMI in adulthood.ConclusionLower birth weight is associated with adverse biomarker aberrations across multiple metabolic pathways. Coherent metabolic signatures between lower birth weight and higher adult adiposity suggest potentially shared underlying molecular mechanisms. However, the magnitudes of metabolic associations with birth weight are modest in comparison to the effects of adiposity, implying that birth weight is only a weak indicator of metabolic risk in adulthood.KEY POINTSLower birth weight is adversely associated with a wide range of established and emerging circulating cardiometabolic biomarkers in adulthood, including lipoprotein subclasses and their lipids, fatty acid balance, amino acids, and markers of inflammation and liver function.The metabolic associations are consistent across a wide age span from adolescence to retirement age, and similar for men and women.The magnitudes of metabolic aberrations are weak for the variation in birth weight observed in general population cohorts. Although the metabolic associations with birth weight are statistically significant, they are likely to be of minor public health relevance.The overall metabolic association pattern with lower birth weight closely resembles the metabolic signature of higher adult adiposity, suggesting that shared underlying metabolic pathways may be involved.1-kg lower birth weight (≈2 SD) is associated with similar adverse metabolic effects as caused by 0.92 higher BMI (≈0.25 SD) in adulthood. These findings indicate that fetal growth, as assessed by birth weight, only has minor effects on the adult metabolic risk profile in general population settings.


2015 ◽  
Vol 36 (39) ◽  
pp. 2643-2649 ◽  
Author(s):  
Genevieve N. Healy ◽  
Elisabeth A. H. Winkler ◽  
Neville Owen ◽  
Satyamurthy Anuradha ◽  
David W. Dunstan

2012 ◽  
Vol 15 (10) ◽  
pp. 1827-1834 ◽  
Author(s):  
Francisco Jesús Llorente-Cantarero ◽  
Juan Luis Pérez-Navero ◽  
Juan de Dios Benitez-Sillero ◽  
Maria Carmen Muñoz-Villanueva ◽  
Manuel Guillén-del Castillo ◽  
...  

AbstractObjectiveTo assess classical and non-classical metabolic risk biomarkers in prepubertal children with different levels of cardiorespiratory fitness (CRF).DesignCRF was assessed by the 20 m shuttle run test. To estimate physical activity, participants were observed while engaged in an after-school programme. Additionally, a short test based on a validated questionnaire was used to obtain information about physical activity practice and sedentary habits. Anthropometric parameters, blood pressure, and classical and non-traditional metabolic risk biomarkers – plasma lipid profile, glucose and insulin, homeostasis model assessment–insulin resistance index (HOMA-IR), plasma uric acid, transaminases and C-reactive protein (CRP) – were measured.SettingThe study was conducted in local elementary schools in Córdoba, Spain.SubjectsOne hundred and forty-one healthy children (eighty-eight boys, fifty-three girls) aged 7–12 years, in Tanner stage I, were recruited. They were divided into two groups after they performed the 20 m shuttle run test: equal or higher cardiovascular fitness (EHCF) group and low cardiovascular fitness (LCF) group.ResultsThe LCF group displayed significantly higher TAG (P = 0·004) and lower HDL cholesterol levels (P = 0·001), as well as significantly lower values for the non-traditional lipid marker apo-A1 (P = 0·001) compared with the EHCF group. The LCF children displayed higher plasma glucose (P = 0·003) and insulin levels, higher HOMA-IR scores (P < 0·001) and higher plasma uric acid and CRP levels (P < 0·05). After adjustment for BMI, age and sex, no statistically significant differences were found between groups for the biomarkers analysed.ConclusionsThe study provides new information to understand the role not only of weight status but also of the level of CRF on the metabolic health profile of prepubertal children.


PLoS ONE ◽  
2017 ◽  
Vol 12 (6) ◽  
pp. e0180119 ◽  
Author(s):  
John Bellettiere ◽  
Elisabeth A. H. Winkler ◽  
Sebastien F. M. Chastin ◽  
Jacqueline Kerr ◽  
Neville Owen ◽  
...  

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