[HTML][HTML] DNA methylation aging clocks: challenges and recommendations

CG Bell, R Lowe, PD Adams, AA Baccarelli, S Beck… - Genome biology, 2019 - Springer
Epigenetic clocks comprise a set of CpG sites whose DNA methylation levels measure
subject age. These clocks are acknowledged as a highly accurate molecular correlate of …

Measuring biological aging in humans: A quest

L Ferrucci, M Gonzalez‐Freire, E Fabbri… - Aging cell, 2020 - Wiley Online Library
The global population of individuals over the age of 65 is growing at an unprecedented rate
and is expected to reach 1.6 billion by 2050. Most older individuals are affected by multiple …

GrimAge outperforms other epigenetic clocks in the prediction of age-related clinical phenotypes and all-cause mortality

C McCrory, G Fiorito, B Hernandez… - The Journals of …, 2021 - academic.oup.com
The aging process is characterized by the presence of high interindividual variation between
individuals of the same chronical age prompting a search for biomarkers that capture this …

[PDF][PDF] Hallmarks of environmental insults

A Peters, TS Nawrot, AA Baccarelli - Cell, 2021 - cell.com
Environmental insults impair human health around the world. Contaminated air, water, soil,
food, and occupational and household settings expose humans of all ages to a plethora of …

[HTML][HTML] DNA methylation GrimAge strongly predicts lifespan and healthspan

AT Lu, A Quach, JG Wilson, AP Reiner, A Aviv… - Aging (albany …, 2019 - ncbi.nlm.nih.gov
It was unknown whether plasma protein levels can be estimated based on DNA methylation
(DNAm) levels, and if so, how the resulting surrogates can be consolidated into a powerful …

[HTML][HTML] Statistical predictions with glmnet

S Engebretsen, J Bohlin - Clinical epigenetics, 2019 - Springer
Elastic net type regression methods have become very popular for prediction of certain
outcomes in epigenome-wide association studies (EWAS). The methods considered accept …

DNA methylation-based predictors of health: applications and statistical considerations

PD Yousefi, M Suderman, R Langdon… - Nature Reviews …, 2022 - nature.com
DNA methylation data have become a valuable source of information for biomarker
development, because, unlike static genetic risk estimates, DNA methylation varies …

Inflammaging: a new immune–metabolic viewpoint for age-related diseases

C Franceschi, P Garagnani, P Parini… - Nature Reviews …, 2018 - nature.com
Ageing and age-related diseases share some basic mechanistic pillars that largely
converge on inflammation. During ageing, chronic, sterile, low-grade inflammation—called …

Facing up to the global challenges of ageing

L Partridge, J Deelen, PE Slagboom - Nature, 2018 - nature.com
Longer human lives have led to a global burden of late-life disease. However, some older
people experience little ill health, a trait that should be extended to the general population …

DNA methylation-based biomarkers and the epigenetic clock theory of ageing

S Horvath, K Raj - Nature reviews genetics, 2018 - nature.com
Identifying and validating molecular targets of interventions that extend the human health
span and lifespan has been difficult, as most clinical biomarkers are not sufficiently …