Association of environmental markers with childhood type 1 diabetes mellitus revealed by a long questionnaire on early life exposures and lifestyle in a case–control study

Abstract Background The incidence of childhood type 1 diabetes (T1D) incidence is rising in many countries, supposedly because of changing environmental factors, which are yet largely unknown. The purpose of the study was to unravel environmental markers associated with T1D. Methods Cases were child...

Full description

Bibliographic Details
Main Authors: F. Balazard, S. Le Fur, S. Valtat, A. J. Valleron, P. Bougnères, Isis-Diab collaborative group, Dominique Thevenieau, Corinne Fourmy Chatel, Rachel Desailloud, Hélène Bony-Trifunovic, Pierre-Henri Ducluzeau, Régis Coutant, Sophie Caudrelier, Armelle Pambou, Emmanuelle Dubosclard, Florence Joubert, Philippe Jan, Estelle Marcoux, Anne-Marie Bertrand, Brigitte Mignot, Alfred Penformis, Chantal Stuckens, Régis Piquemal, Pascal Barat, Vincent Rigalleau, Chantal Stheneur, Sylviane Fournier, Véronique Kerlan, Chantal Metz, Anne Fargeot-Espaliat, Yves Reznic, Frédérique Olivier, Iva Gueorguieva, Arnaud Monier, Catherine Radet, Vincent Gajdos, Daniel Terral, Christine Vervel, Djamel Bendifallah, Candace Ben Signor, Daniel Dervaux, Abdelkader Benmahammed, Guy-André Loeuille, Françoise Popelard, Agnès Guillou, Pierre-Yves Benhamou, Jamil Khoury, Jean-Pierre Brossier, Joachim Bassil, Sylvaine Clavel, Bernard Le Luyer, Pierre Bougnères, Françoise Labay, Isabelle Guemas, Jacques Weill, Jean-Pierre Cappoen, Sylvie Nadalon, Anne Lienhardt-Roussie, Anne Paoli, Claudie Kerouedan, Edwige Yollin, Marc Nicolino, Gilbert Simonin, Jacques Cohen, Catherine Atlan, Agnès Tamboura, Hervé Dubourg, Marie-Laure Pignol, Philippe Talon, Stéphanie Jellimann, Lucy Chaillous, Sabine Baron, Marie-Noëlle Bortoluzzi, Elisabeth Baechler, Randa Salet, Ariane Zelinsky-Gurung, Fabienne Dallavale, Etienne Larger, Marie Laloi-Michelin, Jean-François Gautier, Bénédicte Guérin, Laure Oilleau, Laetitia Pantalone, Céline Lukas, Isabelle Guilhem, Marc De Kerdanet, Marie-Claire Wielickzo, Mélanie Priou-Guesdon, Odile Richard, François Kurtz, Norbert Laisney, Déborah Ancelle, Guilhem Parlier, Catherine Boniface, Dominique Paris Bockel, Denis Dufillot, Berthe Razafimahefa, Pierre Gourdy, Pierre Lecomte, Myriam Pepin-Donat, Marie-Emmanuelle Combes-Moukhovsky, Brigitte Zymmermann, Marina Raoulx, Anne Gourdin et Catherine Dumont
Format: Article
Language:English
Published: BMC 2016-09-01
Series:BMC Public Health
Subjects:
Online Access:http://link.springer.com/article/10.1186/s12889-016-3690-9
id doaj-79bbfdce5e9440ecaf010dfed514cf60
record_format Article
spelling doaj-79bbfdce5e9440ecaf010dfed514cf602020-11-24T21:41:41ZengBMCBMC Public Health1471-24582016-09-0116111010.1186/s12889-016-3690-9Association of environmental markers with childhood type 1 diabetes mellitus revealed by a long questionnaire on early life exposures and lifestyle in a case–control studyF. Balazard0S. Le Fur1S. Valtat2A. J. Valleron3P. Bougnères4Isis-Diab collaborative groupDominique ThevenieauCorinne Fourmy ChatelRachel DesailloudHélène Bony-TrifunovicPierre-Henri DucluzeauRégis CoutantSophie CaudrelierArmelle PambouEmmanuelle DubosclardFlorence JoubertPhilippe JanEstelle MarcouxAnne-Marie BertrandBrigitte MignotAlfred PenformisChantal StuckensRégis PiquemalPascal BaratVincent RigalleauChantal StheneurSylviane FournierVéronique KerlanChantal MetzAnne Fargeot-EspaliatYves ReznicFrédérique OlivierIva GueorguievaArnaud MonierCatherine RadetVincent GajdosDaniel TerralChristine VervelDjamel BendifallahCandace Ben SignorDaniel DervauxAbdelkader BenmahammedGuy-André LoeuilleFrançoise PopelardAgnès GuillouPierre-Yves BenhamouJamil KhouryJean-Pierre BrossierJoachim BassilSylvaine ClavelBernard Le LuyerPierre BougnèresFrançoise LabayIsabelle GuemasJacques WeillJean-Pierre CappoenSylvie NadalonAnne Lienhardt-RoussieAnne PaoliClaudie KerouedanEdwige YollinMarc NicolinoGilbert SimoninJacques CohenCatherine AtlanAgnès TambouraHervé DubourgMarie-Laure PignolPhilippe TalonStéphanie JellimannLucy ChaillousSabine BaronMarie-Noëlle BortoluzziElisabeth BaechlerRanda SaletAriane Zelinsky-GurungFabienne DallavaleEtienne LargerMarie Laloi-MichelinJean-François GautierBénédicte GuérinLaure OilleauLaetitia PantaloneCéline LukasIsabelle GuilhemMarc De KerdanetMarie-Claire WielickzoMélanie Priou-GuesdonOdile RichardFrançois KurtzNorbert LaisneyDéborah AncelleGuilhem ParlierCatherine BonifaceDominique Paris BockelDenis DufillotBerthe RazafimahefaPierre GourdyPierre LecomteMyriam Pepin-DonatMarie-Emmanuelle Combes-MoukhovskyBrigitte ZymmermannMarina RaoulxAnne Gourdin et Catherine DumontSorbonne Universités, UPMC Univ Paris 06, CNRSINSERM U1169, Hôpital Bicêtre, Université Paris-SudINSERM U1169, Hôpital Bicêtre, Université Paris-SudINSERM U1169, Hôpital Bicêtre, Université Paris-SudINSERM U1169, Hôpital Bicêtre, Université Paris-SudAbstract Background The incidence of childhood type 1 diabetes (T1D) incidence is rising in many countries, supposedly because of changing environmental factors, which are yet largely unknown. The purpose of the study was to unravel environmental markers associated with T1D. Methods Cases were children with T1D from the French Isis-Diab cohort. Controls were schoolmates or friends of the patients. Parents were asked to fill a 845-item questionnaire investigating the child’s environment before diagnosis. The analysis took into account the matching between cases and controls. A second analysis used propensity score methods. Results We found a negative association of several lifestyle variables, gastroenteritis episodes, dental hygiene, hazelnut cocoa spread consumption, wasp and bee stings with T1D, consumption of vegetables from a farm and death of a pet by old age. Conclusions The found statistical association of new environmental markers with T1D calls for replication in other cohorts and investigation of new environmental areas. Trial registration Clinical-Trial.gov NCT02212522 . Registered August 6, 2014. http://link.springer.com/article/10.1186/s12889-016-3690-9Case–controlEpidemiologyType 1 diabetesData-drivenEnvironment
collection DOAJ
language English
format Article
sources DOAJ
author F. Balazard
S. Le Fur
S. Valtat
A. J. Valleron
P. Bougnères
Isis-Diab collaborative group
Dominique Thevenieau
Corinne Fourmy Chatel
Rachel Desailloud
Hélène Bony-Trifunovic
Pierre-Henri Ducluzeau
Régis Coutant
Sophie Caudrelier
Armelle Pambou
Emmanuelle Dubosclard
Florence Joubert
Philippe Jan
Estelle Marcoux
Anne-Marie Bertrand
Brigitte Mignot
Alfred Penformis
Chantal Stuckens
Régis Piquemal
Pascal Barat
Vincent Rigalleau
Chantal Stheneur
Sylviane Fournier
Véronique Kerlan
Chantal Metz
Anne Fargeot-Espaliat
Yves Reznic
Frédérique Olivier
Iva Gueorguieva
Arnaud Monier
Catherine Radet
Vincent Gajdos
Daniel Terral
Christine Vervel
Djamel Bendifallah
Candace Ben Signor
Daniel Dervaux
Abdelkader Benmahammed
Guy-André Loeuille
Françoise Popelard
Agnès Guillou
Pierre-Yves Benhamou
Jamil Khoury
Jean-Pierre Brossier
Joachim Bassil
Sylvaine Clavel
Bernard Le Luyer
Pierre Bougnères
Françoise Labay
Isabelle Guemas
Jacques Weill
Jean-Pierre Cappoen
Sylvie Nadalon
Anne Lienhardt-Roussie
Anne Paoli
Claudie Kerouedan
Edwige Yollin
Marc Nicolino
Gilbert Simonin
Jacques Cohen
Catherine Atlan
Agnès Tamboura
Hervé Dubourg
Marie-Laure Pignol
Philippe Talon
Stéphanie Jellimann
Lucy Chaillous
Sabine Baron
Marie-Noëlle Bortoluzzi
Elisabeth Baechler
Randa Salet
Ariane Zelinsky-Gurung
Fabienne Dallavale
Etienne Larger
Marie Laloi-Michelin
Jean-François Gautier
Bénédicte Guérin
Laure Oilleau
Laetitia Pantalone
Céline Lukas
Isabelle Guilhem
Marc De Kerdanet
Marie-Claire Wielickzo
Mélanie Priou-Guesdon
Odile Richard
François Kurtz
Norbert Laisney
Déborah Ancelle
Guilhem Parlier
Catherine Boniface
Dominique Paris Bockel
Denis Dufillot
Berthe Razafimahefa
Pierre Gourdy
Pierre Lecomte
Myriam Pepin-Donat
Marie-Emmanuelle Combes-Moukhovsky
Brigitte Zymmermann
Marina Raoulx
Anne Gourdin et Catherine Dumont
spellingShingle F. Balazard
S. Le Fur
S. Valtat
A. J. Valleron
P. Bougnères
Isis-Diab collaborative group
Dominique Thevenieau
Corinne Fourmy Chatel
Rachel Desailloud
Hélène Bony-Trifunovic
Pierre-Henri Ducluzeau
Régis Coutant
Sophie Caudrelier
Armelle Pambou
Emmanuelle Dubosclard
Florence Joubert
Philippe Jan
Estelle Marcoux
Anne-Marie Bertrand
Brigitte Mignot
Alfred Penformis
Chantal Stuckens
Régis Piquemal
Pascal Barat
Vincent Rigalleau
Chantal Stheneur
Sylviane Fournier
Véronique Kerlan
Chantal Metz
Anne Fargeot-Espaliat
Yves Reznic
Frédérique Olivier
Iva Gueorguieva
Arnaud Monier
Catherine Radet
Vincent Gajdos
Daniel Terral
Christine Vervel
Djamel Bendifallah
Candace Ben Signor
Daniel Dervaux
Abdelkader Benmahammed
Guy-André Loeuille
Françoise Popelard
Agnès Guillou
Pierre-Yves Benhamou
Jamil Khoury
Jean-Pierre Brossier
Joachim Bassil
Sylvaine Clavel
Bernard Le Luyer
Pierre Bougnères
Françoise Labay
Isabelle Guemas
Jacques Weill
Jean-Pierre Cappoen
Sylvie Nadalon
Anne Lienhardt-Roussie
Anne Paoli
Claudie Kerouedan
Edwige Yollin
Marc Nicolino
Gilbert Simonin
Jacques Cohen
Catherine Atlan
Agnès Tamboura
Hervé Dubourg
Marie-Laure Pignol
Philippe Talon
Stéphanie Jellimann
Lucy Chaillous
Sabine Baron
Marie-Noëlle Bortoluzzi
Elisabeth Baechler
Randa Salet
Ariane Zelinsky-Gurung
Fabienne Dallavale
Etienne Larger
Marie Laloi-Michelin
Jean-François Gautier
Bénédicte Guérin
Laure Oilleau
Laetitia Pantalone
Céline Lukas
Isabelle Guilhem
Marc De Kerdanet
Marie-Claire Wielickzo
Mélanie Priou-Guesdon
Odile Richard
François Kurtz
Norbert Laisney
Déborah Ancelle
Guilhem Parlier
Catherine Boniface
Dominique Paris Bockel
Denis Dufillot
Berthe Razafimahefa
Pierre Gourdy
Pierre Lecomte
Myriam Pepin-Donat
Marie-Emmanuelle Combes-Moukhovsky
Brigitte Zymmermann
Marina Raoulx
Anne Gourdin et Catherine Dumont
Association of environmental markers with childhood type 1 diabetes mellitus revealed by a long questionnaire on early life exposures and lifestyle in a case–control study
BMC Public Health
Case–control
Epidemiology
Type 1 diabetes
Data-driven
Environment
author_facet F. Balazard
S. Le Fur
S. Valtat
A. J. Valleron
P. Bougnères
Isis-Diab collaborative group
Dominique Thevenieau
Corinne Fourmy Chatel
Rachel Desailloud
Hélène Bony-Trifunovic
Pierre-Henri Ducluzeau
Régis Coutant
Sophie Caudrelier
Armelle Pambou
Emmanuelle Dubosclard
Florence Joubert
Philippe Jan
Estelle Marcoux
Anne-Marie Bertrand
Brigitte Mignot
Alfred Penformis
Chantal Stuckens
Régis Piquemal
Pascal Barat
Vincent Rigalleau
Chantal Stheneur
Sylviane Fournier
Véronique Kerlan
Chantal Metz
Anne Fargeot-Espaliat
Yves Reznic
Frédérique Olivier
Iva Gueorguieva
Arnaud Monier
Catherine Radet
Vincent Gajdos
Daniel Terral
Christine Vervel
Djamel Bendifallah
Candace Ben Signor
Daniel Dervaux
Abdelkader Benmahammed
Guy-André Loeuille
Françoise Popelard
Agnès Guillou
Pierre-Yves Benhamou
Jamil Khoury
Jean-Pierre Brossier
Joachim Bassil
Sylvaine Clavel
Bernard Le Luyer
Pierre Bougnères
Françoise Labay
Isabelle Guemas
Jacques Weill
Jean-Pierre Cappoen
Sylvie Nadalon
Anne Lienhardt-Roussie
Anne Paoli
Claudie Kerouedan
Edwige Yollin
Marc Nicolino
Gilbert Simonin
Jacques Cohen
Catherine Atlan
Agnès Tamboura
Hervé Dubourg
Marie-Laure Pignol
Philippe Talon
Stéphanie Jellimann
Lucy Chaillous
Sabine Baron
Marie-Noëlle Bortoluzzi
Elisabeth Baechler
Randa Salet
Ariane Zelinsky-Gurung
Fabienne Dallavale
Etienne Larger
Marie Laloi-Michelin
Jean-François Gautier
Bénédicte Guérin
Laure Oilleau
Laetitia Pantalone
Céline Lukas
Isabelle Guilhem
Marc De Kerdanet
Marie-Claire Wielickzo
Mélanie Priou-Guesdon
Odile Richard
François Kurtz
Norbert Laisney
Déborah Ancelle
Guilhem Parlier
Catherine Boniface
Dominique Paris Bockel
Denis Dufillot
Berthe Razafimahefa
Pierre Gourdy
Pierre Lecomte
Myriam Pepin-Donat
Marie-Emmanuelle Combes-Moukhovsky
Brigitte Zymmermann
Marina Raoulx
Anne Gourdin et Catherine Dumont
author_sort F. Balazard
title Association of environmental markers with childhood type 1 diabetes mellitus revealed by a long questionnaire on early life exposures and lifestyle in a case–control study
title_short Association of environmental markers with childhood type 1 diabetes mellitus revealed by a long questionnaire on early life exposures and lifestyle in a case–control study
title_full Association of environmental markers with childhood type 1 diabetes mellitus revealed by a long questionnaire on early life exposures and lifestyle in a case–control study
title_fullStr Association of environmental markers with childhood type 1 diabetes mellitus revealed by a long questionnaire on early life exposures and lifestyle in a case–control study
title_full_unstemmed Association of environmental markers with childhood type 1 diabetes mellitus revealed by a long questionnaire on early life exposures and lifestyle in a case–control study
title_sort association of environmental markers with childhood type 1 diabetes mellitus revealed by a long questionnaire on early life exposures and lifestyle in a case–control study
publisher BMC
series BMC Public Health
issn 1471-2458
publishDate 2016-09-01
description Abstract Background The incidence of childhood type 1 diabetes (T1D) incidence is rising in many countries, supposedly because of changing environmental factors, which are yet largely unknown. The purpose of the study was to unravel environmental markers associated with T1D. Methods Cases were children with T1D from the French Isis-Diab cohort. Controls were schoolmates or friends of the patients. Parents were asked to fill a 845-item questionnaire investigating the child’s environment before diagnosis. The analysis took into account the matching between cases and controls. A second analysis used propensity score methods. Results We found a negative association of several lifestyle variables, gastroenteritis episodes, dental hygiene, hazelnut cocoa spread consumption, wasp and bee stings with T1D, consumption of vegetables from a farm and death of a pet by old age. Conclusions The found statistical association of new environmental markers with T1D calls for replication in other cohorts and investigation of new environmental areas. Trial registration Clinical-Trial.gov NCT02212522 . Registered August 6, 2014. 
topic Case–control
Epidemiology
Type 1 diabetes
Data-driven
Environment
url http://link.springer.com/article/10.1186/s12889-016-3690-9
work_keys_str_mv AT fbalazard associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT slefur associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT svaltat associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT ajvalleron associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT pbougneres associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT isisdiabcollaborativegroup associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT dominiquethevenieau associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT corinnefourmychatel associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT racheldesailloud associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT helenebonytrifunovic associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT pierrehenriducluzeau associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT regiscoutant associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT sophiecaudrelier associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT armellepambou associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT emmanuelledubosclard associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT florencejoubert associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT philippejan associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT estellemarcoux associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT annemariebertrand associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT brigittemignot associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT alfredpenformis associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT chantalstuckens associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT regispiquemal associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT pascalbarat associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT vincentrigalleau associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT chantalstheneur associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT sylvianefournier associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT veroniquekerlan associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT chantalmetz associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT annefargeotespaliat associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT yvesreznic associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT frederiqueolivier associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT ivagueorguieva associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT arnaudmonier associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT catherineradet associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT vincentgajdos associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT danielterral associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT christinevervel associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT djamelbendifallah associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT candacebensignor associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT danieldervaux associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT abdelkaderbenmahammed associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT guyandreloeuille associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT francoisepopelard associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT agnesguillou associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT pierreyvesbenhamou associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT jamilkhoury associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT jeanpierrebrossier associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT joachimbassil associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT sylvaineclavel associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT bernardleluyer associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT pierrebougneres associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT francoiselabay associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT isabelleguemas associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT jacquesweill associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT jeanpierrecappoen associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT sylvienadalon associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT annelienhardtroussie associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT annepaoli associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT claudiekerouedan associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT edwigeyollin associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT marcnicolino associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT gilbertsimonin associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT jacquescohen associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT catherineatlan associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT agnestamboura associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT hervedubourg associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT marielaurepignol associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT philippetalon associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT stephaniejellimann associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT lucychaillous associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT sabinebaron associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT marienoellebortoluzzi associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT elisabethbaechler associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT randasalet associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT arianezelinskygurung associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT fabiennedallavale associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT etiennelarger associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT marielaloimichelin associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT jeanfrancoisgautier associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT benedicteguerin associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT laureoilleau associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT laetitiapantalone associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT celinelukas associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT isabelleguilhem associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT marcdekerdanet associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT marieclairewielickzo associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT melaniepriouguesdon associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT odilerichard associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT francoiskurtz associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT norbertlaisney associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT deborahancelle associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT guilhemparlier associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT catherineboniface associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT dominiqueparisbockel associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT denisdufillot associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT bertherazafimahefa associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT pierregourdy associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT pierrelecomte associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT myriampepindonat associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT marieemmanuellecombesmoukhovsky associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT brigittezymmermann associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT marinaraoulx associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
AT annegourdinetcatherinedumont associationofenvironmentalmarkerswithchildhoodtype1diabetesmellitusrevealedbyalongquestionnaireonearlylifeexposuresandlifestyleinacasecontrolstudy
_version_ 1725920442928070656