From cohorts to molecules: Adverse impacts of endocrine disrupting mixtures
Nicolò Caporale
(1)
,
Michelle Leemans
(2)
,
Lina Birgersson
(3)
,
Pierre-Luc Germain
(1)
,
Cristina Cheroni
(1)
,
Gábor Borbély
(4)
,
Elin Engdahl
(5)
,
Christian Lindh
(6)
,
Raul Bardini Bressan
(7)
,
Francesca Cavallo
(8)
,
Nadav Even Chorev
(9)
,
Giuseppe Alessandro D’agostino
(9)
,
Steven Pollard
(7)
,
Marco Tullio Rigoli
(9)
,
Erika Tenderini
(9)
,
Alejandro Lopez Tobon
(9)
,
Sebastiano Trattaro
(9)
,
Flavia Troglio
(9)
,
Matteo Zanella
(9)
,
Åke Bergman
(10)
,
Pauliina Damdimopoulou
(11)
,
Maria Jönsson
(5)
,
Wieland Kiess
(12)
,
Efthymia Kitraki
(13)
,
Hannu Kiviranta
(14)
,
Eewa Nånberg
(15)
,
Mattias Öberg
(16)
,
Panu Rantakokko
(17)
,
Christina Rudén
(10)
,
Olle Söder
(11)
,
Carl-Gustaf Bornehag
(18)
,
Barbara Demeneix
(2)
,
Jean-Baptiste Fini
(2)
,
Chris Gennings
(19)
,
Joëlle Rüegg
(5)
,
Joachim Sturve
(20)
,
Giuseppe Testa
(9)
1
High Definition Disease Modelling Lab, Stem Cell and Organoid Epigenetics, IEO, European Institute of Oncology, IRCCS, 20141 Milan, Italy.
2 PhyMA - Physiologie moléculaire et adaptation
3 Department of Biological and Environmental Sciences [Gothenburg]
4 Swedish Toxicology Sciences Research Center (SWETOX)
5 Uppsala University
6 Skane University Hospital [Lund]
7 Edin. - University of Edinburgh
8 High Definition Disease Modelling Lab, Stem Cell and Organoid Epigenetics, IEO, European Institute of Oncology, IRCCS, 20141 Milan, Italy
9 High Definition Disease Modelling Lab, Stem Cell and Organoid Epigenetics, IEO, European Institute of Oncology, IRCCS, 20141 Milan, Italy
10 Stockholm University
11 Karolinska University Hospital [Stockholm]
12 Hospital for Children and Adolescents, Department of Women and Child Health, University Hospital, University of Leipzig, 04103 Leipzig, Germany
13 NKUA - National and Kapodistrian University of Athens
14 Department of Health Security, Finnish Institute for Health and Welfare (THL), Kuopio 70210, Finland
15 School of Health Sciences, Örebro University, SE-70182 Örebro, Sweden
16 Institute of Environmental Medicine, Karolinska Institutet, SE-17177 Stockholm, Sweden
17 Department of Health Security, Finnish Institute for Health and Welfare (THL), Kuopio 70210, Finland.
18 Karlstad University [Sweden]
19 MSSM - Icahn School of Medicine at Mount Sinai [New York]
20 Department of Biological and Environmental Sciences, University of Gothenburg, 41463 Gothenburg, Sweden
2 PhyMA - Physiologie moléculaire et adaptation
3 Department of Biological and Environmental Sciences [Gothenburg]
4 Swedish Toxicology Sciences Research Center (SWETOX)
5 Uppsala University
6 Skane University Hospital [Lund]
7 Edin. - University of Edinburgh
8 High Definition Disease Modelling Lab, Stem Cell and Organoid Epigenetics, IEO, European Institute of Oncology, IRCCS, 20141 Milan, Italy
9 High Definition Disease Modelling Lab, Stem Cell and Organoid Epigenetics, IEO, European Institute of Oncology, IRCCS, 20141 Milan, Italy
10 Stockholm University
11 Karolinska University Hospital [Stockholm]
12 Hospital for Children and Adolescents, Department of Women and Child Health, University Hospital, University of Leipzig, 04103 Leipzig, Germany
13 NKUA - National and Kapodistrian University of Athens
14 Department of Health Security, Finnish Institute for Health and Welfare (THL), Kuopio 70210, Finland
15 School of Health Sciences, Örebro University, SE-70182 Örebro, Sweden
16 Institute of Environmental Medicine, Karolinska Institutet, SE-17177 Stockholm, Sweden
17 Department of Health Security, Finnish Institute for Health and Welfare (THL), Kuopio 70210, Finland.
18 Karlstad University [Sweden]
19 MSSM - Icahn School of Medicine at Mount Sinai [New York]
20 Department of Biological and Environmental Sciences, University of Gothenburg, 41463 Gothenburg, Sweden
Nicolò Caporale
- Fonction : Auteur
- PersonId : 1210932
- ORCID : 0000-0001-8097-4320
Michelle Leemans
- Fonction : Auteur
- PersonId : 1168638
- ORCID : 0000-0002-2028-2610
Pierre-Luc Germain
- Fonction : Auteur
- PersonId : 1210933
- ORCID : 0000-0003-3418-4218
Cristina Cheroni
- Fonction : Auteur
- PersonId : 1210934
- ORCID : 0000-0002-0832-2333
Christian Lindh
- Fonction : Auteur
- PersonId : 1210936
- ORCID : 0000-0001-7435-9890
Raul Bardini Bressan
- Fonction : Auteur
- PersonId : 1210937
- ORCID : 0000-0002-5673-9563
Francesca Cavallo
- Fonction : Auteur
- PersonId : 1210938
- ORCID : 0000-0002-8087-6736
Nadav Even Chorev
- Fonction : Auteur
- PersonId : 1210939
- ORCID : 0000-0002-4088-2664
Giuseppe Alessandro D’agostino
- Fonction : Auteur
- PersonId : 1210940
- ORCID : 0000-0001-8315-7406
Steven Pollard
- Fonction : Auteur
- PersonId : 1210941
- ORCID : 0000-0001-6428-0492
Marco Tullio Rigoli
- Fonction : Auteur
- PersonId : 1210942
- ORCID : 0000-0002-0740-0117
Erika Tenderini
- Fonction : Auteur
- PersonId : 1210943
- ORCID : 0000-0002-4073-8259
Alejandro Lopez Tobon
- Fonction : Auteur
- PersonId : 1210944
- ORCID : 0000-0002-9479-6235
Sebastiano Trattaro
- Fonction : Auteur
- PersonId : 1210945
- ORCID : 0000-0002-3142-6747
Flavia Troglio
- Fonction : Auteur
- PersonId : 1210946
- ORCID : 0000-0002-0226-8241
Pauliina Damdimopoulou
- Fonction : Auteur
- PersonId : 1210947
- ORCID : 0000-0001-8458-0855
Efthymia Kitraki
- Fonction : Auteur
- PersonId : 1210949
- ORCID : 0000-0001-9532-1162
Hannu Kiviranta
- Fonction : Auteur
- PersonId : 1210950
- ORCID : 0000-0002-7168-1611
Mattias Öberg
- Fonction : Auteur
- PersonId : 1210951
- ORCID : 0000-0001-5377-530X
Panu Rantakokko
- Fonction : Auteur
- PersonId : 1210952
- ORCID : 0000-0002-8624-1387
Christina Rudén
- Fonction : Auteur
- PersonId : 1210953
- ORCID : 0000-0002-9193-1147
Olle Söder
- Fonction : Auteur
- PersonId : 1210954
- ORCID : 0000-0002-3769-9025
Barbara Demeneix
- Fonction : Auteur
- PersonId : 1200651
- ORCID : 0000-0003-4544-971X
Jean-Baptiste Fini
- Fonction : Auteur
- PersonId : 177148
- IdHAL : jean-baptiste-fini
- ORCID : 0000-0002-5620-2600
- IdRef : 151511217
Chris Gennings
- Fonction : Auteur
- PersonId : 1210955
- ORCID : 0000-0002-6058-5907
Joachim Sturve
- Fonction : Auteur
- PersonId : 1210957
- ORCID : 0000-0001-9370-993X
Giuseppe Testa
- Fonction : Auteur
- PersonId : 1210958
- ORCID : 0000-0002-9104-0918
Résumé
Convergent evidence associates exposure to endocrine disrupting chemicals (EDCs) with major human diseases, even at regulation-compliant concentrations. This might be because humans are exposed to EDC mixtures, whereas chemical regulation is based on a risk assessment of individual compounds. Here, we developed a mixture-centered risk assessment strategy that integrates epidemiological and experimental evidence. We identified that exposure to an EDC mixture in early pregnancy is associated with language delay in offspring. At human-relevant concentrations, this mixture disrupted hormone-regulated and disease-relevant regulatory networks in human brain organoids and in the model organisms Xenopus leavis and Danio rerio , as well as behavioral responses. Reinterrogating epidemiological data, we found that up to 54% of the children had prenatal exposures above experimentally derived levels of concern, reaching, for the upper decile compared with the lowest decile of exposure, a 3.3 times higher risk of language delay.