Marie‐Pier Scott‐Boyer

1.6k total citations · 1 hit paper
42 papers, 918 citations indexed

About

Marie‐Pier Scott‐Boyer is a scholar working on Molecular Biology, Genetics and Cell Biology. According to data from OpenAlex, Marie‐Pier Scott‐Boyer has authored 42 papers receiving a total of 918 indexed citations (citations by other indexed papers that have themselves been cited), including 33 papers in Molecular Biology, 14 papers in Genetics and 5 papers in Cell Biology. Recurrent topics in Marie‐Pier Scott‐Boyer's work include Bioinformatics and Genomic Networks (13 papers), Gene expression and cancer classification (8 papers) and Metabolomics and Mass Spectrometry Studies (5 papers). Marie‐Pier Scott‐Boyer is often cited by papers focused on Bioinformatics and Genomic Networks (13 papers), Gene expression and cancer classification (8 papers) and Metabolomics and Mass Spectrometry Studies (5 papers). Marie‐Pier Scott‐Boyer collaborates with scholars based in Canada, France and Italy. Marie‐Pier Scott‐Boyer's co-authors include Arnaud Droit, Olivier Périn, Antoine Bodein, Corrado Priami, Luca Marchetti, Jim Kaput, Sébastien Lacroix, Christian F. Deschepper, Kim‐Anh Lê Cao and Melissa J. Morine and has published in prestigious journals such as Nucleic Acids Research, Bioinformatics and PLoS ONE.

In The Last Decade

Marie‐Pier Scott‐Boyer

41 papers receiving 905 citations

Hit Papers

Integration strategies of multi-omics data for machine le... 2021 2026 2022 2024 2021 100 200 300
What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

  1. Integration strategies of multi-omics data for machine learning analysis
    2021 345 citations Marie‐Pier Scott‐Boyer, Antoine Bodein et al. Computational and Structural Biotechnology Journal profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Marie‐Pier Scott‐Boyer Canada 13 569 161 94 66 54 42 918
Shuyuan Li China 21 575 1.0× 103 0.6× 157 1.7× 76 1.2× 85 1.6× 89 1.3k
Srikant Verma India 5 595 1.0× 105 0.7× 129 1.4× 49 0.7× 86 1.6× 5 891
Н. В. Попова Russia 12 772 1.4× 170 1.1× 132 1.4× 40 0.6× 48 0.9× 66 1.2k
Ruifeng Hu China 19 539 0.9× 104 0.6× 142 1.5× 26 0.4× 35 0.6× 44 799
Guangyu Zhou China 19 811 1.4× 106 0.7× 210 2.2× 89 1.3× 76 1.4× 51 1.3k
Andrew R. Harper United Kingdom 15 363 0.6× 104 0.6× 54 0.6× 62 0.9× 60 1.1× 41 939
Giovanni Scardoni Italy 8 543 1.0× 73 0.5× 124 1.3× 79 1.2× 45 0.8× 11 850
Christoph Küper Germany 13 330 0.6× 76 0.5× 49 0.5× 61 0.9× 42 0.8× 23 715
Md Rezanur Rahman Bangladesh 18 565 1.0× 93 0.6× 111 1.2× 151 2.3× 110 2.0× 40 1.1k

Countries citing papers authored by Marie‐Pier Scott‐Boyer

Since Specialization
Citations

This map shows the geographic impact of Marie‐Pier Scott‐Boyer's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Marie‐Pier Scott‐Boyer with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Marie‐Pier Scott‐Boyer more than expected).

Fields of papers citing papers by Marie‐Pier Scott‐Boyer

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Marie‐Pier Scott‐Boyer. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Marie‐Pier Scott‐Boyer. The network helps show where Marie‐Pier Scott‐Boyer may publish in the future.

Co-authorship network of co-authors of Marie‐Pier Scott‐Boyer

This figure shows the co-authorship network connecting the top 25 collaborators of Marie‐Pier Scott‐Boyer. A scholar is included among the top collaborators of Marie‐Pier Scott‐Boyer based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Marie‐Pier Scott‐Boyer. Marie‐Pier Scott‐Boyer is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Bodein, Antoine, et al.. (2025). A systematic benchmark of integrative strategies for microbiome-metabolome data. Communications Biology. 8(1). 1100–1100. 2 indexed citations
2.
Leclercq, Mickaël, et al.. (2024). A Machine Learning Approach to Identify Key Residues Involved in Protein–Protein Interactions Exemplified with SARS-CoV-2 Variants. International Journal of Molecular Sciences. 25(12). 6535–6535. 3 indexed citations
3.
Scott‐Boyer, Marie‐Pier, Antoine Bodein, Mickaël Leclercq, et al.. (2024). Target repositioning using multi-layer networks and machine learning: The case of prostate cancer. Computational and Structural Biotechnology Journal. 24. 464–475. 1 indexed citations
4.
Campolina-Silva, Gabriel Henrique, Farnaz Asayesh, Marie‐Pier Scott‐Boyer, et al.. (2024). Shear stress effects on epididymal epithelial cell via primary cilia mechanosensory signaling. Journal of Cellular Physiology. 240(1). e31475–e31475. 1 indexed citations
5.
6.
Scott‐Boyer, Marie‐Pier, et al.. (2022). New Developments and Possibilities in Reanalysis and Reinterpretation of Whole Exome Sequencing Datasets for Unsolved Rare Diseases Using Machine Learning Approaches. International Journal of Molecular Sciences. 23(12). 6792–6792. 10 indexed citations
7.
Bodein, Antoine, et al.. (2022). Overview of methods for characterization and visualization of a protein–protein interaction network in a multi-omics integration context. Frontiers in Molecular Biosciences. 9. 962799–962799. 6 indexed citations
8.
Chen, Hong, Marie‐Pier Scott‐Boyer, Arnaud Droit, Claude Robert, & Clémence Belleannée. (2022). Sperm Heterogeneity Accounts for Sperm DNA Methylation Variations Observed in the Caput Epididymis, Independently From DNMT/TET Activities. Frontiers in Cell and Developmental Biology. 10. 834519–834519. 8 indexed citations
9.
Dalvai, Mathieu, Romain Lambrot, Astrid Deschênes, et al.. (2021). Early-Life Exposure to Environmental Contaminants Perturbs the Sperm Epigenome and Induces Negative Pregnancy Outcomes for Three Generations via the Paternal Lineage. Epigenomes. 5(2). 10–10. 14 indexed citations
10.
Bujold, Emmanuel, Florence Roux‐Dalvai, Marie‐Pier Scott‐Boyer, et al.. (2021). Proteomic Analysis of Maternal Urine for the Early Detection of Preeclampsia and Fetal Growth Restriction. Journal of Clinical Medicine. 10(20). 4679–4679. 5 indexed citations
11.
Scott‐Boyer, Marie‐Pier, et al.. (2021). KibioR & Kibio: a new architecture for next-generation data querying and sharing in big biology. Bioinformatics. 37(17). 2706–2713. 1 indexed citations
12.
Bodein, Antoine, Marie‐Pier Scott‐Boyer, Olivier Périn, Kim‐Anh Lê Cao, & Arnaud Droit. (2021). Interpretation of network-based integration from multi-omics longitudinal data. Nucleic Acids Research. 50(5). e27–e27. 42 indexed citations
13.
Bodein, Antoine, Marie‐Pier Scott‐Boyer, Olivier Périn, Kim‐Anh Lê Cao, & Arnaud Droit. (2021). timeOmics: an R package for longitudinal multi-omics data integration. Bioinformatics. 38(2). 577–579. 21 indexed citations
14.
Scott‐Boyer, Marie‐Pier, et al.. (2021). Integration strategies of multi-omics data for machine learning analysis. Computational and Structural Biotechnology Journal. 19. 3735–3746. 345 indexed citations breakdown →
15.
16.
Varma, Vijayalakshmi, Greg T. Nolen, Grégory Lefebvre, et al.. (2020). DNA methylation during human adipogenesis and the impact of fructose. Genes & Nutrition. 15(1). 21–21. 8 indexed citations
17.
Parolo, Silvia, Luca Marchetti, Mario Lauria, et al.. (2018). Combined use of protein biomarkers and network analysis unveils deregulated regulatory circuits in Duchenne muscular dystrophy. PLoS ONE. 13(3). e0194225–e0194225. 20 indexed citations
18.
Lacroix, Sébastien, Marie‐Pier Scott‐Boyer, Silvia Parolo, et al.. (2018). A computationally driven analysis of the polyphenol-protein interactome. Scientific Reports. 8(1). 2232–2232. 67 indexed citations
19.
Šimeček, Petr, Jiřı́ Forejt, Robert W. Williams, et al.. (2017). High-Resolution Maps of Mouse Reference Populations. G3 Genes Genomes Genetics. 7(10). 3427–3434. 7 indexed citations
20.
Scott‐Boyer, Marie‐Pier, et al.. (2012). An Integrated Hierarchical Bayesian Model for Multivariate eQTL Mapping. Statistical Applications in Genetics and Molecular Biology. 11(4). 19 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

Explore authors with similar magnitude of impact

Breakdown of academic impact, for papers by Shuyuan Li Breakdown of academic impact, for papers by Srikant Verma Breakdown of academic impact, for papers by Н. В. Попова Breakdown of academic impact, for papers by Ruifeng Hu Breakdown of academic impact, for papers by Guangyu Zhou Breakdown of academic impact, for papers by Andrew R. Harper Breakdown of academic impact, for papers by Giovanni Scardoni Breakdown of academic impact, for papers by Christoph Küper Breakdown of academic impact, for papers by Md Rezanur Rahman
Rankless by CCL
2026