Analyses de Haute Qualité et Approche Collaborative
AltraBio utilise son expertise reconnue en bioinformatique, biostatistique et biologie pour offrir des services d’analyse et d’interprétation de divers types de données omiques (génomique, épigénomique, transcriptomique, protéomique, etc.).
Notre équipe collabore étroitement avec les clients et partenaires pour chaque projet afin de garantir que leurs objectifs sont atteints. Cette approche collaborative assure que nos analyses sont alignées avec vos objectifs de recherche.
Expertise en Biostatistique et Bioinformatique
Avant de réaliser des analyses différentielles, nous mettons en œuvre diverses méthodes pour évaluer la qualité des données et leur cohérence avec la conception expérimentale. Nous traitons les valeurs aberrantes et les effets non liés à la conception, garantissant ainsi la pertinence de l’analyse.
Les conceptions expérimentales impliquent souvent plusieurs facteurs tels que le donneur, le type cellulaire, le traitement, la dose et les points temporels. Pour répondre aux questions biologiques de l’étude, AltraBio identifie le modèle statistique le plus approprié, en tenant compte des conceptions appariées, des corrections d’effets de lot, de l’estimation de facteurs cachés et de la pondération des valeurs aberrantes.
AltraBio excelle dans l’intégration de divers types de données (multi-omiques, cytométrie, données médicales, etc.). Nous utilisons des techniques d’apprentissage automatique supervisé et non supervisé pour des applications telles que l’identification de biomarqueurs, la classification et les modèles prédictifs pour le diagnostic ou la réponse au traitement. Nos clients bénéficient de notre maîtrise des algorithmes d’apprentissage automatique de pointe.
Expertise en Biologie
Nous identifions les processus biologiques et les voies par le biais de méthodes complémentaires d’enrichissement de catégories fonctionnelles. Ces résultats automatisés sont ensuite examinés pour évaluer leur pertinence dans le contexte biologique de l’étude.
Au-delà de la fourniture de listes de molécules et de voies biologiques, AltraBio extrait des informations significatives. Lors de la phase d’interprétation, nous considérons les questions biologiques initiales et évaluons les résultats en intégrant les connaissances biologiques disponibles dans la littérature scientifique et les bases de données. Notre objectif est de comprendre les mécanismes biologiques en jeu et de formuler de nouvelles hypothèses à valider.
Rapports
Tout le travail réalisé est résumé dans un rapport complet, fourni à nos clients et expliqué lors d’une visioconférence. Cet échange permet de clarifier les approches méthodologiques choisies et leurs résultats, assurant une compréhension optimale des données.
Les résultats des analyses statistiques sont également accessibles via l’interface web WikiBioPath. Cette plateforme offre à nos clients un ensemble d’outils de visualisation et d’analyse pour continuer à explorer leurs données. Ils peuvent facilement visualiser des volcano plots, générer de nouvelles heat maps, effectuer des PCA et réaliser des analyses d’enrichissement sur des sélections de gènes.
Nos Publications
2024
Wang, Shaoying; Prieux, Margaux; de Bernard, Simon; Dubois, Maxence; Laubreton, Daphne; Djebali, Sophia; Zala, Manon; Arpin, Christophe; Genestier, Laurent; Leverrier, Yann; Gandrillon, Olivier; Crauste, Fabien; Jiang, Wenzheng; Marvel, Jacqueline
Exogenous IL-2 delays memory precursors generation and is essential for enhancing memory cells effector functions Article de journal
Dans: iScience, vol. 27, no. 4, p. 109411, 2024, ISSN: 2589-0042.
@article{pmid38510150,
title = {Exogenous IL-2 delays memory precursors generation and is essential for enhancing memory cells effector functions},
author = {Shaoying Wang and Margaux Prieux and Simon de Bernard and Maxence Dubois and Daphne Laubreton and Sophia Djebali and Manon Zala and Christophe Arpin and Laurent Genestier and Yann Leverrier and Olivier Gandrillon and Fabien Crauste and Wenzheng Jiang and Jacqueline Marvel},
doi = {10.1016/j.isci.2024.109411},
issn = {2589-0042},
year = {2024},
date = {2024-04-01},
urldate = {2024-04-01},
journal = {iScience},
volume = {27},
number = {4},
pages = {109411},
abstract = {To investigate the impact of paracrine IL-2 signals on memory precursor (MP) cell differentiation, we activated CD8 T cell in the presence or absence of exogenous IL-2 (ex-IL-2). We assessed memory differentiation by transferring these cells into virus-infected mice. Both conditions generated CD8 T cells that participate in the ongoing response and gave rise to similar memory cells. Nevertheless, when transferred into a naive host, T cells activated with ex-IL-2 generated a higher frequency of memory cells displaying increased functional memory traits. Single-cell RNA-seq analysis indicated that without ex-IL-2, cells rapidly acquire an MP signature, while in its presence they adopted an effector signature. This was confirmed at the protein level and in a functional assay. Overall, ex-IL-2 delays the transition into MP cells, allowing the acquisition of effector functions that become imprinted in their progeny. These findings may help to optimize the generation of therapeutic T cells.},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
2023
Nedachi, Taku; Bonod, Christelle; Rorteau, Julie; Chinoune, Wafae; Ishiuchi, Yuri; Hughes, Sandrine; Gillet, Benjamin; Bechetoille, Nicolas; Sigaudo-Roussel, Dominique; Lamartine, Jérôme
Chronological aging impacts abundance, function and microRNA content of extracellular vesicles produced by human epidermal keratinocytes Article de journal
Dans: Aging (Albany NY), vol. 15, no. 22, p. 12702–12722, 2023, ISSN: 1945-4589.
@article{pmid38015712,
title = {Chronological aging impacts abundance, function and microRNA content of extracellular vesicles produced by human epidermal keratinocytes},
author = {Taku Nedachi and Christelle Bonod and Julie Rorteau and Wafae Chinoune and Yuri Ishiuchi and Sandrine Hughes and Benjamin Gillet and Nicolas Bechetoille and Dominique Sigaudo-Roussel and Jérôme Lamartine},
doi = {10.18632/aging.205245},
issn = {1945-4589},
year = {2023},
date = {2023-11-01},
urldate = {2023-11-01},
journal = {Aging (Albany NY)},
volume = {15},
number = {22},
pages = {12702--12722},
abstract = {The disturbance of intercellular communication is one of the hallmarks of aging. The goal of this study is to clarify the impact of chronological aging on extracellular vesicles (EVs), a key mode of communication in mammalian tissues. We focused on epidermal keratinocytes, the main cells of the outer protective layer of the skin which is strongly impaired in the skin of elderly. EVs were purified from conditioned medium of primary keratinocytes isolated from infant or aged adult skin. A significant increase of the relative number of EVs released from aged keratinocytes was observed whereas their size distribution was not modified. By small RNA sequencing, we described a specific microRNA (miRNA) signature of aged EVs with an increase abundance of miR-30a, a key regulator of barrier function in human epidermis. EVs from aged keratinocytes were found to be able to reduce the proliferation of young keratinocytes, to impact their organogenesis properties in a reconstructed epidermis model and to slow down the early steps of skin wound healing in mice, three features observed in aged epidermis. This work reveals that intercellular communication mediated by EVs is modulated during aging process in keratinocytes and might be involved in the functional defects observed in aged skin.},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Roux, Natacha; Miura, Saori; Dussenne, Mélanie; Tara, Yuki; Lee, Shu-Hua; de Bernard, Simon; Reynaud, Mathieu; Salis, Pauline; Barua, Agneesh; Boulahtouf, Abdelhay; Balaguer, Patrick; Gauthier, Karine; Lecchini, David; Gibert, Yann; Besseau, Laurence; Laudet, Vincent
The multi-level regulation of clownfish metamorphosis by thyroid hormones Article de journal
Dans: Cell Rep, vol. 42, no. 7, p. 112661, 2023, ISSN: 2211-1247.
@article{pmid37347665,
title = {The multi-level regulation of clownfish metamorphosis by thyroid hormones},
author = {Natacha Roux and Saori Miura and Mélanie Dussenne and Yuki Tara and Shu-Hua Lee and Simon de Bernard and Mathieu Reynaud and Pauline Salis and Agneesh Barua and Abdelhay Boulahtouf and Patrick Balaguer and Karine Gauthier and David Lecchini and Yann Gibert and Laurence Besseau and Vincent Laudet},
doi = {10.1016/j.celrep.2023.112661},
issn = {2211-1247},
year = {2023},
date = {2023-06-01},
urldate = {2023-06-01},
journal = {Cell Rep},
volume = {42},
number = {7},
pages = {112661},
abstract = {Most marine organisms have a biphasic life cycle during which pelagic larvae transform into radically different juveniles. In vertebrates, the role of thyroid hormones (THs) in triggering this transition is well known, but how the morphological and physiological changes are integrated in a coherent way with the ecological transition remains poorly explored. To gain insight into this question, we performed an integrated analysis of metamorphosis of a marine teleost, the false clownfish (Amphiprion ocellaris). We show how THs coordinate a change in color vision as well as a major metabolic shift in energy production, highlighting how it orchestrates this transformation. By manipulating the activity of liver X regulator (LXR), a major regulator of metabolism, we also identify a tight link between metabolic changes and metamorphosis progression. Strikingly, we observed that these regulations are at play in the wild, explaining how hormones coordinate energy needs with available resources during the life cycle.},
keywords = {},
pubstate = {published},
tppubtype = {article}
}