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Association between physical activity, growth differentiation factor 15 and bodyweight in older adults: A longitudinal mediation analysis

BACKGROUND: Late‐life aging is often associated with appetite reduction and weight loss. Physical activity (PA) may prevent these processes, but the molecular mechanisms involved remain elusive. The present study investigated the putative mediating aspect of growth differentiation factor 15 (GDF‐15)...

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Autores principales: Raffin, Jérémy, Rolland, Yves, Parini, Angelo, Lucas, Alexandre, Guyonnet, Sophie, Vellas, Bruno, de Souto Barreto, Philipe, Carrié, Isabelle, Brigitte, Lauréane, Faisant, Catherine, Lala, Françoise, Delrieu, Julien, Villars, Hélène, Combrouze, Emeline, Badufle, Carole, Zueras, Audrey, Andrieu, Sandrine, Cantet, Christelle, Morin, Christophe, Abellan Van Kan, Gabor, Dupuy, Charlotte, Caillaud, Céline, Ousset, Pierre‐Jean, Willis, Sherry, Belleville, Sylvie, Gilbert, Brigitte, Fontaine, Francine, Dartigues, Jean‐François, Marcet, Isabelle, Delva, Fleur, Foubert, Alexandra, Cerda, Sandrine, Cuffi, Marie Noëlle, Costes, Corinne, Rouaud, Olivier, Manckoundia, Patrick, Quipourt, Valérie, Marilier, Sophie, Franon, Evelyne, Bories, Lawrence, Pader, Marie‐Laure, Basset, Marie‐France, Lapoujade, Bruno, Faure, Valérie, Li Yung Tong, Michael, Malick‐Loiseau, Christine, Cazaban‐Campistron, Evelyne, Desclaux, Françoise, Blatge, Colette, Dantoine, Thierry, Laubarie‐Mouret, Cécile, Saulnier, Isabelle, Clément, Jean‐Pierre, Picat, Marie‐Agnès, Bernard‐Bourzeix, Laurence, Willebois, Stéphanie, Désormais, Iléana, Cardinaud, Noëlle, Bonnefoy, Marc, Livet, Pierre, Rebaudet, Pascale, Gédéon, Claire, Burdet, Catherine, Terracol, Flavien, Pesce, Alain, Roth, Stéphanie, Chaillou, Sylvie, Louchart, Sandrine, Sudres, Kristel, Lebrun, Nicolas, Barro‐Belaygues, Nadège, Touchon, Jacques, Bennys, Karim, Gabelle, Audrey, Romano, Aurélia, Touati, Lynda, Marelli, Cécilia, Pays, Cécile, Robert, Philippe, Le Duff, Franck, Gervais, Claire, Gonfrier, Sébastien, Gasnier, Yannick, Bordes, Serge, Begorre, Danièle, Carpuat, Christian, Khales, Khaled, Lefebvre, Jean‐François, Misbah El Idrissi, Samira, Skolil, Pierre, Salles, Jean‐Pierre, Dufouil, Carole, Lehéricy, Stéphane, Chupin, Marie, Mangin, Jean‐François, Bouhayia, Ali, Allard, Michèle, Ricolfi, Frédéric, Dubois, Dominique, Bonceour Martel, Marie Paule, Cotton, François, Bonafé, Alain, Chanalet, Stéphane, Hugon, Françoise, Bonneville, Fabrice, Cognard, Christophe, Chollet, François, Payoux, Pierre, Voisin, Thierry, Peiffer, Sophie, Hitzel, Anne, Zanca, Michel, Monteil, Jacques, Darcourt, Jacques, Molinier, Laurent, Derumeaux, Hélène, Costa, Nadège, Perret, Bertrand, Vinel, Claire, Caspar‐Bauguil, Sylvie, Olivier‐Abbal, Pascale, Coley, Nicola
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10067491/
https://www.ncbi.nlm.nih.gov/pubmed/36999490
http://dx.doi.org/10.1002/jcsm.13152
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author Raffin, Jérémy
Rolland, Yves
Parini, Angelo
Lucas, Alexandre
Guyonnet, Sophie
Vellas, Bruno
de Souto Barreto, Philipe
Vellas, Bruno
Guyonnet, Sophie
Carrié, Isabelle
Brigitte, Lauréane
Faisant, Catherine
Lala, Françoise
Delrieu, Julien
Villars, Hélène
Combrouze, Emeline
Badufle, Carole
Zueras, Audrey
Andrieu, Sandrine
Cantet, Christelle
Morin, Christophe
Abellan Van Kan, Gabor
Dupuy, Charlotte
Rolland, Yves
Caillaud, Céline
Ousset, Pierre‐Jean
Lala, Françoise
Willis, Sherry
Belleville, Sylvie
Gilbert, Brigitte
Fontaine, Francine
Dartigues, Jean‐François
Marcet, Isabelle
Delva, Fleur
Foubert, Alexandra
Cerda, Sandrine
Cuffi, Marie Noëlle
Costes, Corinne
Rouaud, Olivier
Manckoundia, Patrick
Quipourt, Valérie
Marilier, Sophie
Franon, Evelyne
Bories, Lawrence
Pader, Marie‐Laure
Basset, Marie‐France
Lapoujade, Bruno
Faure, Valérie
Li Yung Tong, Michael
Malick‐Loiseau, Christine
Cazaban‐Campistron, Evelyne
Desclaux, Françoise
Blatge, Colette
Dantoine, Thierry
Laubarie‐Mouret, Cécile
Saulnier, Isabelle
Clément, Jean‐Pierre
Picat, Marie‐Agnès
Bernard‐Bourzeix, Laurence
Willebois, Stéphanie
Désormais, Iléana
Cardinaud, Noëlle
Bonnefoy, Marc
Livet, Pierre
Rebaudet, Pascale
Gédéon, Claire
Burdet, Catherine
Terracol, Flavien
Pesce, Alain
Roth, Stéphanie
Chaillou, Sylvie
Louchart, Sandrine
Sudres, Kristel
Lebrun, Nicolas
Barro‐Belaygues, Nadège
Touchon, Jacques
Bennys, Karim
Gabelle, Audrey
Romano, Aurélia
Touati, Lynda
Marelli, Cécilia
Pays, Cécile
Robert, Philippe
Le Duff, Franck
Gervais, Claire
Gonfrier, Sébastien
Gasnier, Yannick
Bordes, Serge
Begorre, Danièle
Carpuat, Christian
Khales, Khaled
Lefebvre, Jean‐François
Misbah El Idrissi, Samira
Skolil, Pierre
Salles, Jean‐Pierre
Dufouil, Carole
Lehéricy, Stéphane
Chupin, Marie
Mangin, Jean‐François
Bouhayia, Ali
Allard, Michèle
Ricolfi, Frédéric
Dubois, Dominique
Bonceour Martel, Marie Paule
Cotton, François
Bonafé, Alain
Chanalet, Stéphane
Hugon, Françoise
Bonneville, Fabrice
Cognard, Christophe
Chollet, François
Payoux, Pierre
Voisin, Thierry
Delrieu, Julien
Peiffer, Sophie
Hitzel, Anne
Allard, Michèle
Zanca, Michel
Monteil, Jacques
Darcourt, Jacques
Molinier, Laurent
Derumeaux, Hélène
Costa, Nadège
Perret, Bertrand
Vinel, Claire
Caspar‐Bauguil, Sylvie
Olivier‐Abbal, Pascale
Andrieu, Sandrine
Cantet, Christelle
Coley, Nicola
author_facet Raffin, Jérémy
Rolland, Yves
Parini, Angelo
Lucas, Alexandre
Guyonnet, Sophie
Vellas, Bruno
de Souto Barreto, Philipe
Vellas, Bruno
Guyonnet, Sophie
Carrié, Isabelle
Brigitte, Lauréane
Faisant, Catherine
Lala, Françoise
Delrieu, Julien
Villars, Hélène
Combrouze, Emeline
Badufle, Carole
Zueras, Audrey
Andrieu, Sandrine
Cantet, Christelle
Morin, Christophe
Abellan Van Kan, Gabor
Dupuy, Charlotte
Rolland, Yves
Caillaud, Céline
Ousset, Pierre‐Jean
Lala, Françoise
Willis, Sherry
Belleville, Sylvie
Gilbert, Brigitte
Fontaine, Francine
Dartigues, Jean‐François
Marcet, Isabelle
Delva, Fleur
Foubert, Alexandra
Cerda, Sandrine
Cuffi, Marie Noëlle
Costes, Corinne
Rouaud, Olivier
Manckoundia, Patrick
Quipourt, Valérie
Marilier, Sophie
Franon, Evelyne
Bories, Lawrence
Pader, Marie‐Laure
Basset, Marie‐France
Lapoujade, Bruno
Faure, Valérie
Li Yung Tong, Michael
Malick‐Loiseau, Christine
Cazaban‐Campistron, Evelyne
Desclaux, Françoise
Blatge, Colette
Dantoine, Thierry
Laubarie‐Mouret, Cécile
Saulnier, Isabelle
Clément, Jean‐Pierre
Picat, Marie‐Agnès
Bernard‐Bourzeix, Laurence
Willebois, Stéphanie
Désormais, Iléana
Cardinaud, Noëlle
Bonnefoy, Marc
Livet, Pierre
Rebaudet, Pascale
Gédéon, Claire
Burdet, Catherine
Terracol, Flavien
Pesce, Alain
Roth, Stéphanie
Chaillou, Sylvie
Louchart, Sandrine
Sudres, Kristel
Lebrun, Nicolas
Barro‐Belaygues, Nadège
Touchon, Jacques
Bennys, Karim
Gabelle, Audrey
Romano, Aurélia
Touati, Lynda
Marelli, Cécilia
Pays, Cécile
Robert, Philippe
Le Duff, Franck
Gervais, Claire
Gonfrier, Sébastien
Gasnier, Yannick
Bordes, Serge
Begorre, Danièle
Carpuat, Christian
Khales, Khaled
Lefebvre, Jean‐François
Misbah El Idrissi, Samira
Skolil, Pierre
Salles, Jean‐Pierre
Dufouil, Carole
Lehéricy, Stéphane
Chupin, Marie
Mangin, Jean‐François
Bouhayia, Ali
Allard, Michèle
Ricolfi, Frédéric
Dubois, Dominique
Bonceour Martel, Marie Paule
Cotton, François
Bonafé, Alain
Chanalet, Stéphane
Hugon, Françoise
Bonneville, Fabrice
Cognard, Christophe
Chollet, François
Payoux, Pierre
Voisin, Thierry
Delrieu, Julien
Peiffer, Sophie
Hitzel, Anne
Allard, Michèle
Zanca, Michel
Monteil, Jacques
Darcourt, Jacques
Molinier, Laurent
Derumeaux, Hélène
Costa, Nadège
Perret, Bertrand
Vinel, Claire
Caspar‐Bauguil, Sylvie
Olivier‐Abbal, Pascale
Andrieu, Sandrine
Cantet, Christelle
Coley, Nicola
author_sort Raffin, Jérémy
collection PubMed
description BACKGROUND: Late‐life aging is often associated with appetite reduction and weight loss. Physical activity (PA) may prevent these processes, but the molecular mechanisms involved remain elusive. The present study investigated the putative mediating aspect of growth differentiation factor 15 (GDF‐15), a stress signalling protein involved in aging, exercise and appetite control, on the association between PA and late‐life‐associated weight loss. METHODS: One thousand eighty‐three healthy adults (63.8% women) aged 70 years and over who participated in the Multidomain Alzheimer Preventive Trial were included. Bodyweight (kg) and PA levels (square root of metabolic equivalent of task‐min/week) were assessed repeatedly from baseline to the 3‐year visit, whereas plasma GDF‐15 (pg/mL) was measured at the 1‐year visit. Multiple linear regressions were performed to test the association between first‐year mean PA level, 1‐year visit GDF‐15 concentration and subsequent bodyweight changes. Mediation analyses were used to investigate whether GDF‐15 mediated the association between first‐year mean PA levels and consecutive bodyweight changes. RESULTS: Multiple regression analyses demonstrated that higher first‐year mean PA levels significantly predicted lower GDF‐15 and bodyweight at 1 year (B = −2.22; SE = 0.79; P = 0.005). In addition, higher 1‐year visit GDF‐15 levels were associated with faster subsequent bodyweight loss (Time × GDF‐15 interaction B = −0.0004; SE = 0.0001; P = 0.003). Mediation analyses confirmed that GDF‐15 mediated the association between first‐year mean PA levels and subsequent bodyweight changes (mediated effect ab = 0.0018; bootstrap SE = 0.001; P < 0.05) and revealed that mean PA had no direct effect on subsequent bodyweight changes (c′ = 0.006; SE = 0.008; P > 0.05). CONCLUSIONS: This study suggests that GDF‐15 may be one of the molecules mediating the link between PA and late‐life weight loss, but mechanistic studies are necessary to further support the present findings.
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spelling pubmed-100674912023-04-04 Association between physical activity, growth differentiation factor 15 and bodyweight in older adults: A longitudinal mediation analysis Raffin, Jérémy Rolland, Yves Parini, Angelo Lucas, Alexandre Guyonnet, Sophie Vellas, Bruno de Souto Barreto, Philipe Vellas, Bruno Guyonnet, Sophie Carrié, Isabelle Brigitte, Lauréane Faisant, Catherine Lala, Françoise Delrieu, Julien Villars, Hélène Combrouze, Emeline Badufle, Carole Zueras, Audrey Andrieu, Sandrine Cantet, Christelle Morin, Christophe Abellan Van Kan, Gabor Dupuy, Charlotte Rolland, Yves Caillaud, Céline Ousset, Pierre‐Jean Lala, Françoise Willis, Sherry Belleville, Sylvie Gilbert, Brigitte Fontaine, Francine Dartigues, Jean‐François Marcet, Isabelle Delva, Fleur Foubert, Alexandra Cerda, Sandrine Cuffi, Marie Noëlle Costes, Corinne Rouaud, Olivier Manckoundia, Patrick Quipourt, Valérie Marilier, Sophie Franon, Evelyne Bories, Lawrence Pader, Marie‐Laure Basset, Marie‐France Lapoujade, Bruno Faure, Valérie Li Yung Tong, Michael Malick‐Loiseau, Christine Cazaban‐Campistron, Evelyne Desclaux, Françoise Blatge, Colette Dantoine, Thierry Laubarie‐Mouret, Cécile Saulnier, Isabelle Clément, Jean‐Pierre Picat, Marie‐Agnès Bernard‐Bourzeix, Laurence Willebois, Stéphanie Désormais, Iléana Cardinaud, Noëlle Bonnefoy, Marc Livet, Pierre Rebaudet, Pascale Gédéon, Claire Burdet, Catherine Terracol, Flavien Pesce, Alain Roth, Stéphanie Chaillou, Sylvie Louchart, Sandrine Sudres, Kristel Lebrun, Nicolas Barro‐Belaygues, Nadège Touchon, Jacques Bennys, Karim Gabelle, Audrey Romano, Aurélia Touati, Lynda Marelli, Cécilia Pays, Cécile Robert, Philippe Le Duff, Franck Gervais, Claire Gonfrier, Sébastien Gasnier, Yannick Bordes, Serge Begorre, Danièle Carpuat, Christian Khales, Khaled Lefebvre, Jean‐François Misbah El Idrissi, Samira Skolil, Pierre Salles, Jean‐Pierre Dufouil, Carole Lehéricy, Stéphane Chupin, Marie Mangin, Jean‐François Bouhayia, Ali Allard, Michèle Ricolfi, Frédéric Dubois, Dominique Bonceour Martel, Marie Paule Cotton, François Bonafé, Alain Chanalet, Stéphane Hugon, Françoise Bonneville, Fabrice Cognard, Christophe Chollet, François Payoux, Pierre Voisin, Thierry Delrieu, Julien Peiffer, Sophie Hitzel, Anne Allard, Michèle Zanca, Michel Monteil, Jacques Darcourt, Jacques Molinier, Laurent Derumeaux, Hélène Costa, Nadège Perret, Bertrand Vinel, Claire Caspar‐Bauguil, Sylvie Olivier‐Abbal, Pascale Andrieu, Sandrine Cantet, Christelle Coley, Nicola J Cachexia Sarcopenia Muscle Original Articles BACKGROUND: Late‐life aging is often associated with appetite reduction and weight loss. Physical activity (PA) may prevent these processes, but the molecular mechanisms involved remain elusive. The present study investigated the putative mediating aspect of growth differentiation factor 15 (GDF‐15), a stress signalling protein involved in aging, exercise and appetite control, on the association between PA and late‐life‐associated weight loss. METHODS: One thousand eighty‐three healthy adults (63.8% women) aged 70 years and over who participated in the Multidomain Alzheimer Preventive Trial were included. Bodyweight (kg) and PA levels (square root of metabolic equivalent of task‐min/week) were assessed repeatedly from baseline to the 3‐year visit, whereas plasma GDF‐15 (pg/mL) was measured at the 1‐year visit. Multiple linear regressions were performed to test the association between first‐year mean PA level, 1‐year visit GDF‐15 concentration and subsequent bodyweight changes. Mediation analyses were used to investigate whether GDF‐15 mediated the association between first‐year mean PA levels and consecutive bodyweight changes. RESULTS: Multiple regression analyses demonstrated that higher first‐year mean PA levels significantly predicted lower GDF‐15 and bodyweight at 1 year (B = −2.22; SE = 0.79; P = 0.005). In addition, higher 1‐year visit GDF‐15 levels were associated with faster subsequent bodyweight loss (Time × GDF‐15 interaction B = −0.0004; SE = 0.0001; P = 0.003). Mediation analyses confirmed that GDF‐15 mediated the association between first‐year mean PA levels and subsequent bodyweight changes (mediated effect ab = 0.0018; bootstrap SE = 0.001; P < 0.05) and revealed that mean PA had no direct effect on subsequent bodyweight changes (c′ = 0.006; SE = 0.008; P > 0.05). CONCLUSIONS: This study suggests that GDF‐15 may be one of the molecules mediating the link between PA and late‐life weight loss, but mechanistic studies are necessary to further support the present findings. John Wiley and Sons Inc. 2023-01-20 /pmc/articles/PMC10067491/ /pubmed/36999490 http://dx.doi.org/10.1002/jcsm.13152 Text en © 2022 The Authors. Journal of Cachexia, Sarcopenia and Muscle published by John Wiley & Sons Ltd on behalf of Society on Sarcopenia, Cachexia and Wasting Disorders. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc-nd/4.0/ (https://creativecommons.org/licenses/by-nc-nd/4.0/) License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non‐commercial and no modifications or adaptations are made.
spellingShingle Original Articles
Raffin, Jérémy
Rolland, Yves
Parini, Angelo
Lucas, Alexandre
Guyonnet, Sophie
Vellas, Bruno
de Souto Barreto, Philipe
Vellas, Bruno
Guyonnet, Sophie
Carrié, Isabelle
Brigitte, Lauréane
Faisant, Catherine
Lala, Françoise
Delrieu, Julien
Villars, Hélène
Combrouze, Emeline
Badufle, Carole
Zueras, Audrey
Andrieu, Sandrine
Cantet, Christelle
Morin, Christophe
Abellan Van Kan, Gabor
Dupuy, Charlotte
Rolland, Yves
Caillaud, Céline
Ousset, Pierre‐Jean
Lala, Françoise
Willis, Sherry
Belleville, Sylvie
Gilbert, Brigitte
Fontaine, Francine
Dartigues, Jean‐François
Marcet, Isabelle
Delva, Fleur
Foubert, Alexandra
Cerda, Sandrine
Cuffi, Marie Noëlle
Costes, Corinne
Rouaud, Olivier
Manckoundia, Patrick
Quipourt, Valérie
Marilier, Sophie
Franon, Evelyne
Bories, Lawrence
Pader, Marie‐Laure
Basset, Marie‐France
Lapoujade, Bruno
Faure, Valérie
Li Yung Tong, Michael
Malick‐Loiseau, Christine
Cazaban‐Campistron, Evelyne
Desclaux, Françoise
Blatge, Colette
Dantoine, Thierry
Laubarie‐Mouret, Cécile
Saulnier, Isabelle
Clément, Jean‐Pierre
Picat, Marie‐Agnès
Bernard‐Bourzeix, Laurence
Willebois, Stéphanie
Désormais, Iléana
Cardinaud, Noëlle
Bonnefoy, Marc
Livet, Pierre
Rebaudet, Pascale
Gédéon, Claire
Burdet, Catherine
Terracol, Flavien
Pesce, Alain
Roth, Stéphanie
Chaillou, Sylvie
Louchart, Sandrine
Sudres, Kristel
Lebrun, Nicolas
Barro‐Belaygues, Nadège
Touchon, Jacques
Bennys, Karim
Gabelle, Audrey
Romano, Aurélia
Touati, Lynda
Marelli, Cécilia
Pays, Cécile
Robert, Philippe
Le Duff, Franck
Gervais, Claire
Gonfrier, Sébastien
Gasnier, Yannick
Bordes, Serge
Begorre, Danièle
Carpuat, Christian
Khales, Khaled
Lefebvre, Jean‐François
Misbah El Idrissi, Samira
Skolil, Pierre
Salles, Jean‐Pierre
Dufouil, Carole
Lehéricy, Stéphane
Chupin, Marie
Mangin, Jean‐François
Bouhayia, Ali
Allard, Michèle
Ricolfi, Frédéric
Dubois, Dominique
Bonceour Martel, Marie Paule
Cotton, François
Bonafé, Alain
Chanalet, Stéphane
Hugon, Françoise
Bonneville, Fabrice
Cognard, Christophe
Chollet, François
Payoux, Pierre
Voisin, Thierry
Delrieu, Julien
Peiffer, Sophie
Hitzel, Anne
Allard, Michèle
Zanca, Michel
Monteil, Jacques
Darcourt, Jacques
Molinier, Laurent
Derumeaux, Hélène
Costa, Nadège
Perret, Bertrand
Vinel, Claire
Caspar‐Bauguil, Sylvie
Olivier‐Abbal, Pascale
Andrieu, Sandrine
Cantet, Christelle
Coley, Nicola
Association between physical activity, growth differentiation factor 15 and bodyweight in older adults: A longitudinal mediation analysis
title Association between physical activity, growth differentiation factor 15 and bodyweight in older adults: A longitudinal mediation analysis
title_full Association between physical activity, growth differentiation factor 15 and bodyweight in older adults: A longitudinal mediation analysis
title_fullStr Association between physical activity, growth differentiation factor 15 and bodyweight in older adults: A longitudinal mediation analysis
title_full_unstemmed Association between physical activity, growth differentiation factor 15 and bodyweight in older adults: A longitudinal mediation analysis
title_short Association between physical activity, growth differentiation factor 15 and bodyweight in older adults: A longitudinal mediation analysis
title_sort association between physical activity, growth differentiation factor 15 and bodyweight in older adults: a longitudinal mediation analysis
topic Original Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10067491/
https://www.ncbi.nlm.nih.gov/pubmed/36999490
http://dx.doi.org/10.1002/jcsm.13152
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AT cazabancampistronevelyne associationbetweenphysicalactivitygrowthdifferentiationfactor15andbodyweightinolderadultsalongitudinalmediationanalysis
AT desclauxfrancoise associationbetweenphysicalactivitygrowthdifferentiationfactor15andbodyweightinolderadultsalongitudinalmediationanalysis
AT blatgecolette associationbetweenphysicalactivitygrowthdifferentiationfactor15andbodyweightinolderadultsalongitudinalmediationanalysis
AT dantoinethierry associationbetweenphysicalactivitygrowthdifferentiationfactor15andbodyweightinolderadultsalongitudinalmediationanalysis
AT laubariemouretcecile associationbetweenphysicalactivitygrowthdifferentiationfactor15andbodyweightinolderadultsalongitudinalmediationanalysis
AT saulnierisabelle associationbetweenphysicalactivitygrowthdifferentiationfactor15andbodyweightinolderadultsalongitudinalmediationanalysis
AT clementjeanpierre associationbetweenphysicalactivitygrowthdifferentiationfactor15andbodyweightinolderadultsalongitudinalmediationanalysis
AT picatmarieagnes associationbetweenphysicalactivitygrowthdifferentiationfactor15andbodyweightinolderadultsalongitudinalmediationanalysis
AT bernardbourzeixlaurence associationbetweenphysicalactivitygrowthdifferentiationfactor15andbodyweightinolderadultsalongitudinalmediationanalysis
AT willeboisstephanie associationbetweenphysicalactivitygrowthdifferentiationfactor15andbodyweightinolderadultsalongitudinalmediationanalysis
AT desormaisileana associationbetweenphysicalactivitygrowthdifferentiationfactor15andbodyweightinolderadultsalongitudinalmediationanalysis
AT cardinaudnoelle associationbetweenphysicalactivitygrowthdifferentiationfactor15andbodyweightinolderadultsalongitudinalmediationanalysis
AT bonnefoymarc associationbetweenphysicalactivitygrowthdifferentiationfactor15andbodyweightinolderadultsalongitudinalmediationanalysis
AT livetpierre associationbetweenphysicalactivitygrowthdifferentiationfactor15andbodyweightinolderadultsalongitudinalmediationanalysis
AT rebaudetpascale associationbetweenphysicalactivitygrowthdifferentiationfactor15andbodyweightinolderadultsalongitudinalmediationanalysis
AT gedeonclaire associationbetweenphysicalactivitygrowthdifferentiationfactor15andbodyweightinolderadultsalongitudinalmediationanalysis
AT burdetcatherine associationbetweenphysicalactivitygrowthdifferentiationfactor15andbodyweightinolderadultsalongitudinalmediationanalysis
AT terracolflavien associationbetweenphysicalactivitygrowthdifferentiationfactor15andbodyweightinolderadultsalongitudinalmediationanalysis
AT pescealain associationbetweenphysicalactivitygrowthdifferentiationfactor15andbodyweightinolderadultsalongitudinalmediationanalysis
AT rothstephanie associationbetweenphysicalactivitygrowthdifferentiationfactor15andbodyweightinolderadultsalongitudinalmediationanalysis
AT chaillousylvie associationbetweenphysicalactivitygrowthdifferentiationfactor15andbodyweightinolderadultsalongitudinalmediationanalysis
AT louchartsandrine associationbetweenphysicalactivitygrowthdifferentiationfactor15andbodyweightinolderadultsalongitudinalmediationanalysis
AT sudreskristel associationbetweenphysicalactivitygrowthdifferentiationfactor15andbodyweightinolderadultsalongitudinalmediationanalysis
AT lebrunnicolas associationbetweenphysicalactivitygrowthdifferentiationfactor15andbodyweightinolderadultsalongitudinalmediationanalysis
AT barrobelayguesnadege associationbetweenphysicalactivitygrowthdifferentiationfactor15andbodyweightinolderadultsalongitudinalmediationanalysis
AT touchonjacques associationbetweenphysicalactivitygrowthdifferentiationfactor15andbodyweightinolderadultsalongitudinalmediationanalysis
AT bennyskarim associationbetweenphysicalactivitygrowthdifferentiationfactor15andbodyweightinolderadultsalongitudinalmediationanalysis
AT gabelleaudrey associationbetweenphysicalactivitygrowthdifferentiationfactor15andbodyweightinolderadultsalongitudinalmediationanalysis
AT romanoaurelia associationbetweenphysicalactivitygrowthdifferentiationfactor15andbodyweightinolderadultsalongitudinalmediationanalysis
AT touatilynda associationbetweenphysicalactivitygrowthdifferentiationfactor15andbodyweightinolderadultsalongitudinalmediationanalysis
AT marellicecilia associationbetweenphysicalactivitygrowthdifferentiationfactor15andbodyweightinolderadultsalongitudinalmediationanalysis
AT payscecile associationbetweenphysicalactivitygrowthdifferentiationfactor15andbodyweightinolderadultsalongitudinalmediationanalysis
AT robertphilippe associationbetweenphysicalactivitygrowthdifferentiationfactor15andbodyweightinolderadultsalongitudinalmediationanalysis
AT ledufffranck associationbetweenphysicalactivitygrowthdifferentiationfactor15andbodyweightinolderadultsalongitudinalmediationanalysis
AT gervaisclaire associationbetweenphysicalactivitygrowthdifferentiationfactor15andbodyweightinolderadultsalongitudinalmediationanalysis
AT gonfriersebastien associationbetweenphysicalactivitygrowthdifferentiationfactor15andbodyweightinolderadultsalongitudinalmediationanalysis
AT gasnieryannick associationbetweenphysicalactivitygrowthdifferentiationfactor15andbodyweightinolderadultsalongitudinalmediationanalysis
AT bordesserge associationbetweenphysicalactivitygrowthdifferentiationfactor15andbodyweightinolderadultsalongitudinalmediationanalysis
AT begorredaniele associationbetweenphysicalactivitygrowthdifferentiationfactor15andbodyweightinolderadultsalongitudinalmediationanalysis
AT carpuatchristian associationbetweenphysicalactivitygrowthdifferentiationfactor15andbodyweightinolderadultsalongitudinalmediationanalysis
AT khaleskhaled associationbetweenphysicalactivitygrowthdifferentiationfactor15andbodyweightinolderadultsalongitudinalmediationanalysis
AT lefebvrejeanfrancois associationbetweenphysicalactivitygrowthdifferentiationfactor15andbodyweightinolderadultsalongitudinalmediationanalysis
AT misbahelidrissisamira associationbetweenphysicalactivitygrowthdifferentiationfactor15andbodyweightinolderadultsalongitudinalmediationanalysis
AT skolilpierre associationbetweenphysicalactivitygrowthdifferentiationfactor15andbodyweightinolderadultsalongitudinalmediationanalysis
AT sallesjeanpierre associationbetweenphysicalactivitygrowthdifferentiationfactor15andbodyweightinolderadultsalongitudinalmediationanalysis
AT dufouilcarole associationbetweenphysicalactivitygrowthdifferentiationfactor15andbodyweightinolderadultsalongitudinalmediationanalysis
AT lehericystephane associationbetweenphysicalactivitygrowthdifferentiationfactor15andbodyweightinolderadultsalongitudinalmediationanalysis
AT chupinmarie associationbetweenphysicalactivitygrowthdifferentiationfactor15andbodyweightinolderadultsalongitudinalmediationanalysis
AT manginjeanfrancois associationbetweenphysicalactivitygrowthdifferentiationfactor15andbodyweightinolderadultsalongitudinalmediationanalysis
AT bouhayiaali associationbetweenphysicalactivitygrowthdifferentiationfactor15andbodyweightinolderadultsalongitudinalmediationanalysis
AT allardmichele associationbetweenphysicalactivitygrowthdifferentiationfactor15andbodyweightinolderadultsalongitudinalmediationanalysis
AT ricolfifrederic associationbetweenphysicalactivitygrowthdifferentiationfactor15andbodyweightinolderadultsalongitudinalmediationanalysis
AT duboisdominique associationbetweenphysicalactivitygrowthdifferentiationfactor15andbodyweightinolderadultsalongitudinalmediationanalysis
AT bonceourmartelmariepaule associationbetweenphysicalactivitygrowthdifferentiationfactor15andbodyweightinolderadultsalongitudinalmediationanalysis
AT cottonfrancois associationbetweenphysicalactivitygrowthdifferentiationfactor15andbodyweightinolderadultsalongitudinalmediationanalysis
AT bonafealain associationbetweenphysicalactivitygrowthdifferentiationfactor15andbodyweightinolderadultsalongitudinalmediationanalysis
AT chanaletstephane associationbetweenphysicalactivitygrowthdifferentiationfactor15andbodyweightinolderadultsalongitudinalmediationanalysis
AT hugonfrancoise associationbetweenphysicalactivitygrowthdifferentiationfactor15andbodyweightinolderadultsalongitudinalmediationanalysis
AT bonnevillefabrice associationbetweenphysicalactivitygrowthdifferentiationfactor15andbodyweightinolderadultsalongitudinalmediationanalysis
AT cognardchristophe associationbetweenphysicalactivitygrowthdifferentiationfactor15andbodyweightinolderadultsalongitudinalmediationanalysis
AT cholletfrancois associationbetweenphysicalactivitygrowthdifferentiationfactor15andbodyweightinolderadultsalongitudinalmediationanalysis
AT payouxpierre associationbetweenphysicalactivitygrowthdifferentiationfactor15andbodyweightinolderadultsalongitudinalmediationanalysis
AT voisinthierry associationbetweenphysicalactivitygrowthdifferentiationfactor15andbodyweightinolderadultsalongitudinalmediationanalysis
AT delrieujulien associationbetweenphysicalactivitygrowthdifferentiationfactor15andbodyweightinolderadultsalongitudinalmediationanalysis
AT peiffersophie associationbetweenphysicalactivitygrowthdifferentiationfactor15andbodyweightinolderadultsalongitudinalmediationanalysis
AT hitzelanne associationbetweenphysicalactivitygrowthdifferentiationfactor15andbodyweightinolderadultsalongitudinalmediationanalysis
AT allardmichele associationbetweenphysicalactivitygrowthdifferentiationfactor15andbodyweightinolderadultsalongitudinalmediationanalysis
AT zancamichel associationbetweenphysicalactivitygrowthdifferentiationfactor15andbodyweightinolderadultsalongitudinalmediationanalysis
AT monteiljacques associationbetweenphysicalactivitygrowthdifferentiationfactor15andbodyweightinolderadultsalongitudinalmediationanalysis
AT darcourtjacques associationbetweenphysicalactivitygrowthdifferentiationfactor15andbodyweightinolderadultsalongitudinalmediationanalysis
AT molinierlaurent associationbetweenphysicalactivitygrowthdifferentiationfactor15andbodyweightinolderadultsalongitudinalmediationanalysis
AT derumeauxhelene associationbetweenphysicalactivitygrowthdifferentiationfactor15andbodyweightinolderadultsalongitudinalmediationanalysis
AT costanadege associationbetweenphysicalactivitygrowthdifferentiationfactor15andbodyweightinolderadultsalongitudinalmediationanalysis
AT perretbertrand associationbetweenphysicalactivitygrowthdifferentiationfactor15andbodyweightinolderadultsalongitudinalmediationanalysis
AT vinelclaire associationbetweenphysicalactivitygrowthdifferentiationfactor15andbodyweightinolderadultsalongitudinalmediationanalysis
AT casparbauguilsylvie associationbetweenphysicalactivitygrowthdifferentiationfactor15andbodyweightinolderadultsalongitudinalmediationanalysis
AT olivierabbalpascale associationbetweenphysicalactivitygrowthdifferentiationfactor15andbodyweightinolderadultsalongitudinalmediationanalysis
AT andrieusandrine associationbetweenphysicalactivitygrowthdifferentiationfactor15andbodyweightinolderadultsalongitudinalmediationanalysis
AT cantetchristelle associationbetweenphysicalactivitygrowthdifferentiationfactor15andbodyweightinolderadultsalongitudinalmediationanalysis
AT coleynicola associationbetweenphysicalactivitygrowthdifferentiationfactor15andbodyweightinolderadultsalongitudinalmediationanalysis