Abstract:Background: Preterm birth is closely associated with a phenotype that includes brain dysmaturation and neurocognitive impairment, commonly termed Encephalopathy of Prematurity (EoP), of which systemic inflammation is considered a key driver. DNA methylation (DNAm) signatures of inflammation from peripheral blood associate with poor brain imaging outcomes in adult cohorts. However, the robustness of DNAm inflammatory scores in infancy, their relation to comorbidities of preterm birth characterised by inflammati… Show more
“…However, neither measure associated with all-cause mortality, which is in contrast with our study 10 . A seven-CpG score derived from an earlier EWAS by Ligthart et al has also been associated with a wide range of neurocognitive health outcomes in adults and neonates 7–9,40–42 . These aggregate EWAS scores have shown promise in correlating with cardiometabolic disease risk and risk factors 6,7 .…”
Chronic inflammation is a hallmark of ageing and age-related disease states. The effectiveness of inflammatory proteins such as C-reactive protein (CRP) in assessing long-term inflammation is hindered by their phasic nature. DNA methylation (DNAm) signatures of CRP may act as more reliable markers of chronic inflammation. We show that inter-individual differences in DNAm capture 50% of the variance in circulating CRP (N=17,936, Generation Scotland). We develop a series of DNAm predictors of CRP using state-of-the-art algorithms. An elastic net regression-based predictor outperformed competing methods and explained 18% of phenotypic variance in the LBC1936 cohort, doubling that of existing DNAm predictors. DNAm predictors performed comparably in four additional test cohorts (ALSPAC, HELIOS, SABRE, LBC1921), including individuals of diverse genetic ancestry and from different age groups. The newly-described predictor surpassed assay-measured CRP and a genetic score in its associations with 26 health outcomes. Our findings forge new avenues for assessing chronic low-grade inflammation in diverse populations.
“…However, neither measure associated with all-cause mortality, which is in contrast with our study 10 . A seven-CpG score derived from an earlier EWAS by Ligthart et al has also been associated with a wide range of neurocognitive health outcomes in adults and neonates 7–9,40–42 . These aggregate EWAS scores have shown promise in correlating with cardiometabolic disease risk and risk factors 6,7 .…”
Chronic inflammation is a hallmark of ageing and age-related disease states. The effectiveness of inflammatory proteins such as C-reactive protein (CRP) in assessing long-term inflammation is hindered by their phasic nature. DNA methylation (DNAm) signatures of CRP may act as more reliable markers of chronic inflammation. We show that inter-individual differences in DNAm capture 50% of the variance in circulating CRP (N=17,936, Generation Scotland). We develop a series of DNAm predictors of CRP using state-of-the-art algorithms. An elastic net regression-based predictor outperformed competing methods and explained 18% of phenotypic variance in the LBC1936 cohort, doubling that of existing DNAm predictors. DNAm predictors performed comparably in four additional test cohorts (ALSPAC, HELIOS, SABRE, LBC1921), including individuals of diverse genetic ancestry and from different age groups. The newly-described predictor surpassed assay-measured CRP and a genetic score in its associations with 26 health outcomes. Our findings forge new avenues for assessing chronic low-grade inflammation in diverse populations.
“…This is important to understand because early life immune dysregulation contributes to some neurodevelopmental disorders. For example, a recent study found that a DNAm-based proxy of CRP correlates with inflammation burden and MRI markers of encephalopathy of prematurity after preterm birth (39). Another limitation of this study is the lack of replication for MRI findings and the consideration of EpiScores from a single time-point.…”
BackgroundBlood-based biomarkers of brain health could provide a cost-effective contribution to detecting individuals at risk of dementia. Epigenetic scores (EpiScores) for blood protein levels have previously associated with several disease outcomes and measures of brain health, however this has typically been limited to single EpiScore analyse.ResultsUsing 84 protein EpiScores as candidate biomarkers, associations with general cognitive function (both cross-sectionally and longitudinally) were tested in three independent cohorts: Generation Scotland (GS), and the Lothian Birth Cohorts of 1921 and 1936 (LBC1921 and LBC1936, respectively). A meta-analysis of general cognitive functioning results in all three cohorts identified 18 EpiScore associations (absolute meta-analytic standardised estimates ranged from 0.03 to 0.14, median of 0.04, FDR P<0.05). Several associations were also observed between EpiScores and global brain volumetric measures in the LBC1936. An EpiScore for the S100A9 protein (a known Alzheimer disease biomarker) was associated with general cognitive functioning (meta-analytic standardised beta: -0.06, P = 1.3 x 10-9), and with time-to-dementia in GS (Hazard ratio: 1.24, 95% confidence interval 1.08 – 1.44, P = 0.003), but not in LBC1936 (Hazard ratio: 1.11, P = 0.32).ConclusionsEpiScores might make a contribution to the risk profile of poor general cognitive function and global brain health, and risk of dementia, however these scores require replication in further studies.
“…In addition, we included EpiScores for growth and differentiation factor 15 (GDF15) and N-terminal-pro B-type natriuretic peptide (NTproBNP) [37], and CRP. The CRP EpiScore used was Barker et al ’s seven-CpG variation of Ligthart et al ’s CRP EpiScore [27,31], as this is known to correlate with birth GA, perinatal pro-inflammatory exposures, and neonatal brain development [32].…”
Section: Methodsmentioning
confidence: 99%
“…As well as having specific immunoregulatory roles, in the neonatal setting or relevant animal models, these proteins are associated with several comorbidities and developmental consequences of preterm birth. These include lung development and disease such as BPD [55][56][57][58][59][60][61][62][63][64][65][66][67], in utero and postnatal growth failure [68][69][70][71], HCA [7,72,73], patent ductus arteriosus [74][75][76][77], retinopathy of prematurity [78][79][80][81][82], NEC [83][84][85], hyperglycaemia [86], sepsis [85,[87][88][89][90], brain injury [32,[91][92][93][94], and neurodevelopmental outcomes [95][96][97][98]…”
Section: Associations Between Birth Ga and Episcoresmentioning
confidence: 99%
“…The study has some limitations. The EpiScores used were developed in adult cohorts [26][27][28]37] and have not been validated in neonatal populations with neonatal protein levels, although we have previously established that neonatal DNAmCRP scores correlate with cumulative inflammatory exposures [32]. Further studies that evaluate serial blood protein levels with EpiScores could be informative but would need to rely on small volume samples taken during time of venepuncture for clinical reasons, given the practical and ethical challenges of serial venepuncture for research purposes in neonates.…”
BackgroundEpigenetic scores (EpiScores), reflecting DNA methylation (DNAm)-based surrogates for complex traits, have been developed for multiple circulating proteins. EpiScores for pro-inflammatory proteins, such as C-reactive protein (DNAm CRP), are associated with brain health and cognition in adults and with inflammatory comorbidities of preterm birth in neonates. Social disadvantage can become embedded in child development through inflammation, and deprivation is over-represented in preterm infants. We tested the hypotheses that preterm birth and socioeconomic status (SES) are associated with alterations in a set of EpiScores enriched for inflammation-associated proteins.Results104 protein EpiScores were derived from saliva samples of 332 neonates born at gestational age (GA) 22.14 to 42.14 weeks. Saliva sampling was between 36.57 and 47.14 weeks. Forty-three (41%) EpiScores were associated with low GA at birth (standardised estimates |0.14 to 0.88|, Bonferroni-adjustedp-value <8.3×10−3). These included EpiScores for chemokines, growth factors, proteins involved in neurogenesis and vascular development, cell membrane proteins and receptors, and other immune proteins. Three EpiScores were associated with SES, or the interaction between birth GA and SES: afamin, intercellular adhesion molecule 5 and hepatocyte growth factor-like protein (standardised estimates |0.06 to 0.13|, Bonferroni-adjustedp-value <8.3×10−3). In a preterm sub-group (n=217, median [range] GA 29.29 weeks [22.14 to 33.0 weeks]), SES-EpiScore associations did not remain statistically significant after adjustment for sepsis, bronchopulmonary dysplasia, necrotising enterocolitis, and histological chorioamnionitis.ConclusionsLow birth GA is substantially associated with a set of EpiScores. The set was enriched for inflammatory proteins, providing new insights into immune dysregulation in preterm infants. SES had fewer associations with EpiScores; these tended to have small effect sizes and were not statistically significant after adjusting for inflammatory comorbidities. This suggests that inflammation is unlikely to be the primary axis through which SES becomes embedded in the development of preterm infants in the neonatal period.
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