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Grollemund PM, Poupet C, Comte É, Bonnet M, Veisseire P, Bornes S. A clustering-based survival comparison procedure designed to study the Caenorhabditis elegans model. Sci Rep 2024; 14:28257. [PMID: 39550445 PMCID: PMC11569119 DOI: 10.1038/s41598-024-79913-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2024] [Accepted: 11/13/2024] [Indexed: 11/18/2024] Open
Abstract
Caenorhabditis elegans is highly important in current research, serving as a pivotal model organism that has greatly advanced the understanding of fundamental biological processes such as development, cellular biology, and neurobiology, helping to promote major advances in various fields of science. In this context, the survival of a nematode under various conditions is commonly investigated via statistical survival analysis, which is typically based on hypothesis testing, providing valuable insights into the factors influencing its longevity and response to various environmental factors. The extensive reliance on hypothesis testing is acknowledged as a concern in the scientific analysis process, emphasizing the need for a comprehensive evaluation of alternative statistical approaches to ensure a rigorous and unbiased interpretation of research findings. In this work, we propose an alternative method to hypothesis testing for evaluating differences in nematode survival. Our approach relies on a clustering technique that takes into account the complete structure of survival curves, enabling a more comprehensive assessment of survival dynamics. The proposed methodology helps to identify complex effects on nematode survival and enables us to derive the probability that treatment induces a specific effect. To highlight the application and benefits of the proposed methodology, it is applied to two different datasets, one simple and one more complex.
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Affiliation(s)
- Paul-Marie Grollemund
- University of Clermont Auvergne, CNRS, LMBP, Clermont-Ferrand, France.
- University of Clermont Auvergne, INRAE, VetAgro Sup, UMRF, Aurillac, France.
| | - Cyril Poupet
- University of Tours, INRAE, ISP, 37000, Tours, France.
| | - Élise Comte
- University of Clermont Auvergne, CNRS, LMBP, Clermont-Ferrand, France
| | - Muriel Bonnet
- University of Clermont Auvergne, INRAE, VetAgro Sup, UMRF, Aurillac, France
| | - Philippe Veisseire
- University of Clermont Auvergne, INRAE, VetAgro Sup, UMRF, Aurillac, France
| | - Stéphanie Bornes
- University of Clermont Auvergne, INRAE, VetAgro Sup, UMRF, Aurillac, France
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Diet A, Poix C, Bonnet M, Coelho C, Ripoche I, Decombat C, Priam J, Saunier E, Chalard P, Bornes S, Caldefie-Chezet F, Rios L. Exploring the Impact of French Raw-Milk Cheeses on Oxidative Process Using Caenorhabditis elegans and Human Leukocyte Models. Nutrients 2024; 16:1862. [PMID: 38931217 PMCID: PMC11206881 DOI: 10.3390/nu16121862] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2024] [Revised: 06/08/2024] [Accepted: 06/11/2024] [Indexed: 06/28/2024] Open
Abstract
Fermented foods, including cheeses, have garnered increased interest in recent years for their potential health benefits. This study explores the biological properties of eight French raw-milk cheeses-goat cheese, Saint-Nectaire, Cantal, Bleu d'Auvergne, Roquefort, Comté, Brie de Meaux, and Epoisses-on oxidative processes using both in vivo (Caenorhabditis elegans) and in vitro (human leukocytes) models. A cheese fractionation protocol was adapted to study four fractions for each cheese: a freeze-dried fraction (FDC) corresponding to whole cheese, an apolar (ApE), and two polar extracts (W40 and W70). We showed that all cheese fractions significantly improved Caenorhabditis elegans (C. elegans) survival rates when exposed to oxidative conditions by up to five times compared to the control, regardless of the fractionation protocol and the cheese type. They were also all able to reduce the in vivo accumulation of reactive oxygen species (ROS) by up to 70% under oxidative conditions, thereby safeguarding C. elegans from oxidative damage. These beneficial effects were explained by a reduction in ROS production up to 50% in vitro in human leukocytes and overexpression of antioxidant factor-encoding genes (daf-16, skn-1, ctl-2, and sod-3) in C. elegans.
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Affiliation(s)
- Anna Diet
- Université Clermont Auvergne (UCA), Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE), VetAgro Sup, Unité Mixte de Recherche Fromage (UMRF), F-15000 Aurillac, France; (C.P.); (M.B.); (C.C.); (S.B.); (L.R.)
| | - Christophe Poix
- Université Clermont Auvergne (UCA), Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE), VetAgro Sup, Unité Mixte de Recherche Fromage (UMRF), F-15000 Aurillac, France; (C.P.); (M.B.); (C.C.); (S.B.); (L.R.)
| | - Muriel Bonnet
- Université Clermont Auvergne (UCA), Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE), VetAgro Sup, Unité Mixte de Recherche Fromage (UMRF), F-15000 Aurillac, France; (C.P.); (M.B.); (C.C.); (S.B.); (L.R.)
| | - Christian Coelho
- Université Clermont Auvergne (UCA), Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE), VetAgro Sup, Unité Mixte de Recherche Fromage (UMRF), F-15000 Aurillac, France; (C.P.); (M.B.); (C.C.); (S.B.); (L.R.)
| | - Isabelle Ripoche
- Université Clermont Auvergne (UCA), Centre National de la Recherche Scientifique (CNRS), Clermont Auvergne Institut National Polytechnique (INP), Institut de Chimie de Clermont-Ferrand (ICCF), F-63000 Clermont-Ferrand, France; (I.R.); (P.C.)
| | - Caroline Decombat
- Université Clermont Auvergne, INRAE, Unité de Nutrition Humaine (UNH), Centre de Recherche en Nutrition Humaine Auvergne (CRNH-Auvergne), F-63000 Clermont-Ferrand, France (F.C.-C.)
| | - Julien Priam
- Dômes Pharma, ZAC de Champ Lamet, 3 Rue Andrée Citröen, F-63284 Pont-du-Château, France; (J.P.); (E.S.)
| | - Etienne Saunier
- Dômes Pharma, ZAC de Champ Lamet, 3 Rue Andrée Citröen, F-63284 Pont-du-Château, France; (J.P.); (E.S.)
| | - Pierre Chalard
- Université Clermont Auvergne (UCA), Centre National de la Recherche Scientifique (CNRS), Clermont Auvergne Institut National Polytechnique (INP), Institut de Chimie de Clermont-Ferrand (ICCF), F-63000 Clermont-Ferrand, France; (I.R.); (P.C.)
| | - Stéphanie Bornes
- Université Clermont Auvergne (UCA), Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE), VetAgro Sup, Unité Mixte de Recherche Fromage (UMRF), F-15000 Aurillac, France; (C.P.); (M.B.); (C.C.); (S.B.); (L.R.)
| | - Florence Caldefie-Chezet
- Université Clermont Auvergne, INRAE, Unité de Nutrition Humaine (UNH), Centre de Recherche en Nutrition Humaine Auvergne (CRNH-Auvergne), F-63000 Clermont-Ferrand, France (F.C.-C.)
| | - Laurent Rios
- Université Clermont Auvergne (UCA), Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE), VetAgro Sup, Unité Mixte de Recherche Fromage (UMRF), F-15000 Aurillac, France; (C.P.); (M.B.); (C.C.); (S.B.); (L.R.)
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A Mechanistic Study of the Antiaging Effect of Raw-Milk Cheese Extracts. Nutrients 2021; 13:nu13030897. [PMID: 33802038 PMCID: PMC8000626 DOI: 10.3390/nu13030897] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2021] [Revised: 03/05/2021] [Accepted: 03/07/2021] [Indexed: 11/17/2022] Open
Abstract
Many studies have highlighted the relationship between food and health status, with the aim of improving both disease prevention and life expectancy. Among the different food groups, fermented foods a have huge microbial biodiversity, making them an interesting source of metabolites that could exhibit health benefits. Our previous study highlighted the capacity of raw goat milk cheese, and some of the extracts recovered by the means of chemical fractionation, to increase the longevity of the nematode Caenorhabditis elegans. In this article, we pursued the investigation with a view toward understanding the biological mechanisms involved in this phenomenon. Using mutant nematode strains, we evaluated the implication of the insulin-like DAF-2/DAF-16 and the p38 MAPK pathways in the phenomenon of increased longevity and oxidative-stress resistance mechanisms. Our results demonstrated that freeze-dried raw goat milk cheese, and its extracts, induced the activation of the DAF-2/DAF-16 pathway, increasing longevity. Concerning oxidative-stress resistance, all the extracts increased the survival of the worms, but no evidence of the implication of both of the pathways was highlighted, except for the cheese-lipid extract that did seem to require both pathways to improve the survival rate. Simultaneously, the cheese-lipid extract and the dried extract W70, obtained with water, were able to reduce the reactive oxygen species (ROS) production in human leukocytes. This result is in good correlation with the results obtained with the nematode.
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