Olivier Perin
Overview
Explore the profile of Olivier Perin including associated specialties, affiliations and a list of published articles.
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Articles
13
Citations
267
Followers
0
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Recent Articles
1.
Picard M, Leclercq M, Bodein A, Scott-Boyer M, Perin O, Droit A
J Cheminform
. 2025 Feb;
17(1):16.
PMID: 39905466
Introduction: Drug repositioning offers numerous advantages, such as faster development timelines, reduced costs, and lower failure rates in drug development. Supervised machine learning is commonly used to score drug candidates...
2.
Fresnais L, Perin O, Riu A, Grall R, Ott A, Fromenty B, et al.
BMC Bioinformatics
. 2024 Jul;
25(1):234.
PMID: 38992584
Background: The growing abundance of in vitro omics data, coupled with the necessity to reduce animal testing in the safety assessment of chemical compounds and even eliminate it in the...
3.
Picard M, Scott-Boyer M, Bodein A, Leclercq M, Prunier J, Perin O, et al.
Comput Struct Biotechnol J
. 2024 Jul;
24:464-475.
PMID: 38983753
The discovery of novel therapeutic targets, defined as proteins which drugs can interact with to induce therapeutic benefits, typically represent the first and most important step of drug discovery. One...
4.
Scott-Boyer M, Dufour P, Belleau F, Ongaro-Carcy R, Plessis C, Perin O, et al.
Brief Bioinform
. 2023 Oct;
24(6).
PMID: 37798252
The emergence of massive datasets exploring the multiple levels of molecular biology has made their analysis and knowledge transfer more complex. Flexible tools to manage big biological datasets could be...
5.
Robin V, Bodein A, Scott-Boyer M, Leclercq M, Perin O, Droit A
Front Mol Biosci
. 2022 Sep;
9:962799.
PMID: 36158572
At the heart of the cellular machinery through the regulation of cellular functions, protein-protein interactions (PPIs) have a significant role. PPIs can be analyzed with network approaches. Construction of a...
6.
Mathieu A, Leclercq M, Sanabria M, Perin O, Droit A
Front Microbiol
. 2022 Apr;
13:811495.
PMID: 35359727
Shotgun sequencing of environmental DNA (i.e., metagenomics) has revolutionized the field of environmental microbiology, allowing the characterization of all microorganisms in a sequencing experiment. To identify the microbes in terms...
7.
Gueniche A, Perin O, Bouslimani A, Landemaine L, Misra N, Cupferman S, et al.
Pathogens
. 2022 Feb;
11(2).
PMID: 35215065
The microbiome, as a community of microorganisms and their structural elements, genomes, metabolites/signal molecules, has been shown to play an important role in human health, with significant beneficial applications for...
8.
Bodein A, Scott-Boyer M, Perin O, Le Cao K, Droit A
Nucleic Acids Res
. 2021 Dec;
50(5):e27.
PMID: 34883510
Multi-omics integration is key to fully understand complex biological processes in an holistic manner. Furthermore, multi-omics combined with new longitudinal experimental design can unreveal dynamic relationships between omics layers and...
9.
Bodein A, Scott-Boyer M, Perin O, Le Cao K, Droit A
Bioinformatics
. 2021 Sep;
38(2):577-579.
PMID: 34554215
Motivation: Multi-omics data integration enables the global analysis of biological systems and discovery of new biological insights. Multi-omics experimental designs have been further extended with a longitudinal dimension to study...
10.
Picard M, Scott-Boyer M, Bodein A, Perin O, Droit A
Comput Struct Biotechnol J
. 2021 Jul;
19:3735-3746.
PMID: 34285775
Increased availability of high-throughput technologies has generated an ever-growing number of omics data that seek to portray many different but complementary biological layers including genomics, epigenomics, transcriptomics, proteomics, and metabolomics....