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Dolors Pelegí-Sisó

dblp:301/5238 · DBLP profile ↗
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1ranked-venue papers
1as first author
1since 2021 · last 2021
0000-0002-5993-3003ORCID · reported

Domains — the database's venue-derived domains; a paper can count in several

Applied, interdisciplinary, general and emerging computing · 1 · 1 first-author · 1 since 2021

Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.

Interdisciplinary, comprehensive, and emerging computing
1 paper
Bioinformatics and computational biology · 100%

Topics — the 2 heaviest of 2, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Bioinformatics and computational biology
epigenetics
0.512021
methylclock: a Bioconductor package to estimate DNA methylation age · Bioinform. 2021
Bioinformatics and computational biology › epigenetics
epigenetic clock
0.512021
methylclock: a Bioconductor package to estimate DNA methylation age · Bioinform. 2021

Methods — techniques the papers use, named apart from their topics

missing data imputation · 0.5
YearPublicationVenuePosition
2021 methylclock: a Bioconductor package to estimate DNA methylation age
abstract
MOTIVATION: Ageing is a biological and psychosocial process related to diseases and mortality. It correlates with changes in DNA methylation (DNAm) in all human tissues. Therefore, epigenetic markers can be used to estimate biological age using DNAm profiling across tissues. RESULTS: We developed a Bioconductor package that allows computation of several existing DNAm adult/childhood and gestational age clocks. Functions to visualize the DNAm age prediction versus chronological age and the correlation between DNAm clocks are also available as well as other features, such as missing data imputation of cell types' estimates, that are required for DNAm age clocks. AVAILABILITY AND IMPLEMENTATION: https://github.com/isglobal-brge/methylclock. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.
Dolors Pelegí-Sisó, Paula de Prado, Justiina Ronkainen, Mariona Bustamante, Juan R. González
Bioinform.1