Roel van der Ploeg
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grvanderploeg.bsky.social
Roel van der Ploeg
@grvanderploeg.bsky.social
PhD candidate in Biosystems Data Analysis at the University of Amsterdam (UvA) | Omics Data Integration | Statistical Modeling | Microbiome | grvanderploeg.com
Excited to share that my paper on Parallel Factor Analysis for longitudinal microbiome data has been published in mSystems! It details data rearrangement and processing to uncover microbial dynamics. Check it out: buff.ly/5jXEG52
buff.ly
May 24, 2025 at 9:29 AM
My latest preprint is now available, featuring a collaboration with Danish colleagues. We used N-way Partial Least Squares models to study maternal pre-pregnancy BMI and infant growth, revealing complex interactions between mother milk composition and the infant gut microbiome. tinyurl.com/yc33snt6
Supervised Modelling of Longitudinal Human Milk and Infant Gut Microbiome Reveal Maternal Pre-Pregnancy BMI and Early Life Growth Interactions
Maternal obesity is a key risk factor for excessive foetal growth and childhood obesity, yet its influence on human milk (HM) composition and the infant gut microbiome development remains unclear.…
www.researchsquare.com
May 8, 2025 at 7:27 PM
I'm excited to share that my R package, parafac4microbiome, is updated to version 1.1.2 on CRAN: tinyurl.com/5p78hta3. This release features the full dataset from vanderPloeg2024 (tinyurl.com/y4j58kc8), an improved CORCONDIA, updated vignettes, and much more! #RStats
April 1, 2025 at 2:09 PM
I presented my poster today at the Amsterdam Microbiome Expertise Center (AMEC) day at Artis zoo. I'm excited to share it here too. Feel free to message me with any questions! #AMEC2025 #Microbiome #DataAnalysis
February 13, 2025 at 7:29 PM
Here's a thread 🧵 on using the parafac4microbiome package to track microbial changes with tensors over time. Check out my paper (https://buff.ly/4hDLpFw) and the parafac4microbiome R package (https://buff.ly/4hFVtOD) for more details. #RStats
January 31, 2025 at 7:01 PM
My second paper on applying Parallel Factor Analysis (PARAFAC) to microbiome datasets is submitted and available on @biorxivpreprint.bsky.social : https://buff.ly/3PNae61. It features my R package, parafac4microbiome, downloadable from CRAN: https://buff.ly/4apC9CT.

#AcademicTwitter #rStats
parafac4microbiome: Exploratory analysis of longitudinal microbiome data using Parallel Factor Analysis
Studies investigating microbial temporal dynamics are increasingly common, leveraging longitudinal designs that collect microbial abundance data across multiple time points from the same subjects.…
buff.ly
January 19, 2025 at 11:00 AM
Thrilled to share my 1st paper in @natureportfolio.bsky.social npj Biofilms & Microbiomes! We show how Parallel Factor Analysis reveals microbial subcommunities & pathways in gingivitis. Thanks to my coauthors!

https://buff.ly/421t1C5

#Microbiome #AcademicTwitter #phdlife
Multi-way modelling of oral microbial dynamics and host-microbiome interactions during induced gingivitis - npj Biofilms and Microbiomes
npj Biofilms and Microbiomes - Multi-way modelling of oral microbial dynamics and host-microbiome interactions during induced gingivitis
buff.ly
January 10, 2025 at 11:00 AM
I thoroughly enjoyed making an R package that create Parallel Factor Analysis (PARAFAC) models for longitudinal microbiome data analysis. Learn more about it on https://buff.ly/4a6z3mX or my preprint at https://buff.ly/3W2nQhn #Microbiome #Bioinformatics #DataScience #RStats
parafac4microbiome: Parallel Factor Analysis Modelling of Longitudinal Microbiome Data
Creation and selection of PARAllel FACtor Analysis (PARAFAC) models of longitudinal microbiome data. You can import your own data with our import functions or use one of the example datasets to…
buff.ly
January 3, 2025 at 12:00 PM
Happy to share that my personal website grvanderploeg.com is live. You can view my CV, publications and presentations on there if you're interested.
G.R. van der Ploeg - About
grvanderploeg.com
December 31, 2024 at 12:44 PM
Happy to be on this platform!
December 31, 2024 at 11:17 AM