Publications by authors named "Benjamin Planterose Jimenez"

Wood constitutes the largest reservoir of terrestrial biomass. Composed of xylem, it arises from one side of the vascular cambium, a bifacial stem cell niche that also produces phloem on the opposing side. It is currently unknown which molecular factors endow cambium stem cell identity.

View Article and Find Full Text PDF
Article Synopsis
  • Linear regression (LR) is commonly used in biomedicine for analyzing continuous outcomes, but struggles with missing data, often leading to incomplete predictions or inaccuracies through methods like complete-case analysis or imputation.
  • The adaptive predictor-set linear model (aps-lm) is introduced as a solution, allowing for accurate predictions with incomplete data by utilizing a selector function and specific matrix decomposition techniques without needing imputation.
  • Testing in simulations shows that aps-lm outperforms traditional imputation methods in prediction accuracy and bias across various scenarios, and it is demonstrated in epigenetic aging clocks to estimate biological age from incomplete epigenetic data effectively.
View Article and Find Full Text PDF

Tobacco smoking is a frequent habit sustained by > 1.3 billion people in 2020 and the leading preventable factor for health risk and premature mortality worldwide. In the forensic context, predicting smoking habits from biological samples may allow broadening DNA phenotyping.

View Article and Find Full Text PDF

Background: Illumina DNA methylation microarrays enable epigenome-wide analysis vastly used for the discovery of novel DNA methylation variation in health and disease. However, the microarrays' probe design cannot fully consider the vast human genetic diversity, leading to genetic artifacts. Distinguishing genuine from artifactual genetic influence is of particular relevance in the study of DNA methylation heritability and methylation quantitative trait loci.

View Article and Find Full Text PDF

Although DNA methylation variation of autosomal CpGs provides robust age predictive biomarkers, no male-specific age predictor exists based on Y-CpGs yet. Since sex chromosomes play an important role in aging, a Y-chromosome-based age predictor would allow studying male-specific aging effects and would also be useful in forensics. Here, we used blood-based DNA methylation microarray data of 1,057 males from six cohorts aged 15-87 and identified 75 Y-CpGs with an interquartile range of ≥0.

View Article and Find Full Text PDF

Background: Although the genomes of monozygotic twins are practically identical, their methylomes may evolve divergently throughout their lifetime as a consequence of factors such as the environment or aging. Particularly for young and healthy monozygotic twins, DNA methylation divergence, if any, may be restricted to stochastic processes occurring post-twinning during embryonic development and early life. However, to what extent such stochastic mechanisms can systematically provide a stable source of inter-individual epigenetic variation remains uncertain until now.

View Article and Find Full Text PDF