Genetic and epigenetic interplay allows rapid transgenerational adaptation to metal pollution in zebrafish Pierron Fabien, Heroin Débora, Daffe Guillemine, Daramy Flore, Barré Aurélien, Bouchez Olivier, Romero-Ramirez Alicia, Gonzalez Patrice, Nikolski Macha. 2022, Environmental Epigenetics. 10.1093/eep/dvac022
DeepSpot: A deep neural network for RNA spot enhancement in single-molecule fluorescence in-situ hybridization microscopy images Bouilhol Emmanuel, Savulescu Anca F., Lefevre Edgar, Dartigues Benjamin, Brackin Robyn, Nikolski Macha. 2022, Biological Imaging. 10.1017/S2633903X22000034
VirHunter: A Deep Learning-Based Method for Detection of Novel RNA Viruses in Plant Sequencing Data Sukhorukov Grigorii, Khalili Maryam, Gascuel Olivier, Candresse Thierry, Marais-Colombel Armelle, Nikolski Macha. 2022, Frontiers in Bioinformatics. 10.3389/fbinf.2022.867111
Deep learning model for automatic segmentation of lungs and pulmonary metastasis in small animal MR images Lefevre Edgar, Bouilhol Emmanuel, Chauvière Antoine, Souleyreau Wilfried, Derieppe Marie-Alix, Trotier Aurélien J., Miraux Sylvain, Bikfalvi Andreas, Ribot Emeline J., Nikolski Macha. 2022, Frontiers in Bioinformatics. 10.3389/fbinf.2022.999700
Lactate dehydrogenases promote glioblastoma growth and invasion via a metabolic symbiosis Guyon Joris, Fernandez‐Moncada Ignacio, Larrieu Claire M, Bouchez Cyrielle L, Pagano Zottola Antonio C, Galvis Johanna, Chouleur Tiffanie, Burban Audrey, Joseph Kevin, Ravi Vidhya M, Espedal Heidi, Røsland Gro Vatne, Daher Boutaina, Barre Aurélien, Dartigues Benjamin, Karkar Slim, Rudewicz Justine, Romero‐Garmendia Irati, Klink Barbara, Grützmann Konrad, Derieppe Marie‐Alix, Molinié Thibaut, Obad Nina, Léon Céline, Seano Giorgio, Miletic Hrvoje, Heiland Dieter Henrik, Marsicano Giovanni, Nikolski Macha, Bjerkvig Rolf, Bikfalvi Andreas, Daubon Thomas. 2022, EMBO Molecular Medicine. 10.15252/emmm.202115343
Transgenerational endocrine disruptor effects of cadmium in zebrafish and contribution of standing epigenetic variation to adaptation Pierron Fabien, Daffe Guillemine, Daramy Flore, Heroin Débora, Barré Aurélien, Bouchez Olivier, Clérendeau Christelle, Romero-Ramirez Alicia, Nikolski Macha. 2023, Journal of Hazardous Materials. 10.1016/j.jhazmat.2023.131579
Sex-specific DNA methylation and transcription of <i>zbtb38</i> and effects of gene–environment interactions on its natural antisense transcript in zebrafish Pierron Fabien, Daramy Flore, Heroin Débora, Daffe Guillemine, Barré Aurélien, Bouchez Olivier, Nikolski Macha. 2023, Epigenetics. 10.1080/15592294.2023.2260963
Synthesis of Flavonol-Bearing Probes for Chemoproteomic and Bioinformatic Analyses of Asteraceae Petals in Search of Novel Flavonoid Enzymes Kempf Karl, Kempf Oxana, Capello Yoan, Molitor Christian, Lescoat Claire, Melhem Rana, Chaignepain Stéphane, Génot Elisabeth, Groppi Alexis, Nikolski Macha, Halbwirth Heidi, Deffieux Denis, Quideau Stéphane. 2023, International Journal of Molecular Sciences. 10.3390/ijms24119724
SalienceNet: An Unsupervised Image-to-Image Translation Method for Nuclei Saliency Enhancement in Microscopy Images Bouilhol Emmanuel, Lefevre Edgar, Barry Thierno, Levet Florian, Beghin Anne, Viasnoff Virgile, Galindo Xareni, Galland Rémi, Sibarita Jean-Baptiste, Nikolski Macha. 2023, Proceedings of the 16th International Joint Conference on Biomedical Engineering Systems and Technologies. 10.5220/0011623500003414
Effects of Lumacaftor-Ivacaftor on Airway Microbiota-Mycobiota and Inflammation in Patients with Cystic Fibrosis Appear To Be Linked to Pseudomonas aeruginosa Chronic Colonization Enaud Raphael, Lussac-Sorton Florian, Charpentier Elena, Velo-Suárez Lourdes, Guiraud Jennifer, Bui Stéphanie, Fayon Michael, Schaeverbeke Thierry, Nikolski Macha, the LumIvaBiota Study Group, Burgel Pierre-Régis, Héry-Arnaud Geneviève, Delhaes Laurence. 2023, Microbiology Spectrum. 10.1128/spectrum.02251-22
Systemic Convergent Multitarget Interactions of Plant Polyphenols Revealed by Affinity-Based Protein Profiling of Bone Cells Using <i>C</i>-Glucosidic Vescal(ag)in-Bearing Chemoproteomic Probes Kempf Karl, Capello Yoan, Melhem Rana, Lescoat Claire, Kempf Oxana, Cornu Anaëlle, Fremaux Isabelle, Chaignepain Stéphane, Groppi Alexis, Nikolski Macha, Deffieux Denis, Génot Elisabeth, Quideau Stéphane. 2023, ACS Chemical Biology. 10.1021/acschembio.3c00440
Roadmap for a European cancer data management and precision medicine infrastructure Nikolski Macha, Hovig Eivind, Al-Shahrour Fatima, Blomberg Niklas, Scollen Serena, Valencia Alfonso, Saunders Gary. 2024, Nature Cancer. 10.1038/s43018-023-00717-6
DIMet: an open-source tool for differential analysis of targeted isotope-labeled metabolomics data Galvis Johanna, Guyon Joris, Dartigues Benjamin, Hecht Helge, Grüning Björn, Specque Florian, Soueidan Hayssam, Karkar Slim, Daubon Thomas, Nikolski Macha. 2024, Bioinformatics. 10.1093/bioinformatics/btae282
Exploiting metabolic vulnerability in glioblastoma using a brain-penetrant drug with a safe profile Burban Audrey, Tessier Cloe, Larroquette Mathieu, Guyon Joris, Lubiato Cloe, Pinglaut Mathis, Toujas Maxime, Galvis Johanna, Dartigues Benjamin, Georget Emmanuelle, Luchman H Artee, Weiss Samuel, Cappellen David, Nicot Nathalie, Klink Barbara, Nikolski Macha, Brisson Lucie, Mathivet Thomas, Bikfalvi Andreas, Daubon Thomas, Sharanek Ahmad. 2025, EMBO Molecular Medicine. 10.1038/s44321-025-00195-6
THBS1+ myeloid cells expand in SLD hepatocellular carcinoma and contribute to immunosuppression and unfavorable prognosis through TREM1 Giraud Julie, Chalopin Domitille, Ramel Eloïse, Boyer Thomas, Zouine Atika, Derieppe Marie-Alix, Larmonier Nicolas, Adotevi Olivier, Le Bail Brigitte, Blanc Jean-Frédéric, Laurent Christophe, Chiche Laurence, Derive Marc, Nikolski Macha, Saleh Maya. 2024, Cell Reports. 10.1016/j.celrep.2024.113773
CellsFromSpace: a fast, accurate, and reference-free tool to deconvolve and annotate spatially distributed omics data Thuilliez Corentin, Moquin-Beaudry Gaël, Khneisser Pierre, Marques Da Costa Maria Eugenia, Karkar Slim, Boudhouche Hanane, Drubay Damien, Audinot Baptiste, Geoerger Birgit, Scoazec Jean-Yves, Gaspar Nathalie, Marchais Antonin. 2024, Bioinformatics Advances. 10.1093/bioadv/vbae081
Mobilization of an ICEclc-Like Element as a Potential Mechanism for the Spread of IMP-13 Carbapenemase in Pseudomonas aeruginosa Bientz Léa, Guyet Ulysse, Guiraud Jennifer, Metifiot Mathieu, Moulieras Mikeldi, Aillerie Sabine, Coulange-Mayonnove Laure, Boureima-Abdou Bachir, Groppi Alexis, Nikolski Macha, Bébéar Cécile, Pereyre Sabine, Dubois Véronique. 2025, Journal of Global Antimicrobial Resistance. 10.1016/j.jgar.2024.12.006
TrialMatchAI: An End-to-End AI-powered Clinical Trial Recommendation System to Streamline Patient-to-Trial Matching Abdallah Majd, Nakken Sigve, Bierkens Mariska, Galvis Johanna, Groppi Alexis, Karkar Slim, Meiqari Lana, Rujano Maria Alexandra, Canham Steve, Dienstmann Rodrigo, Fijneman Remond, Hovig Eivind, Meijer Gerrit, Nikolski Macha. 2025, None. 10.48550/arXiv.2505.08508
Holistic understanding of trimethoprim resistance in <i>Streptococcus pneumoniae</i> using an integrative approach of genome-wide association study, resistance reconstruction, and machine learning Pham Nguyen-Phuong, Gingras Hélène, Godin Chantal, Feng Jie, Groppi Alexis, Nikolski Macha, Leprohon Philippe, Ouellette Marc. 2024, mBio. 10.1128/mbio.01360-24