The University of Southampton
University of Southampton Institutional Repository

DNA methylation in newborns and maternal smoking in pregnancy: genome-wide consortium meta-analysis

DNA methylation in newborns and maternal smoking in pregnancy: genome-wide consortium meta-analysis
DNA methylation in newborns and maternal smoking in pregnancy: genome-wide consortium meta-analysis
Epigenetic modifications, including DNA methylation, represent a potential mechanism for environmental impacts on human disease. Maternal smoking in pregnancy remains an important public health problem that impacts child health in a myriad of ways and has potential lifelong consequences. The mechanisms are largely unknown, but epigenetics most likely plays a role. We formed the Pregnancy And Childhood Epigenetics (PACE) consortium and meta-analyzed, across 13 cohorts (n = 6,685), the association between maternal smoking in pregnancy and newborn blood DNA methylation at over 450,000 CpG sites (CpGs) by using the Illumina 450K BeadChip. Over 6,000 CpGs were differentially methylated in relation to maternal smoking at genome-wide statistical significance (false discovery rate, 5%), including 2,965 CpGs corresponding to 2,017 genes not previously related to smoking and methylation in either newborns or adults. Several genes are relevant to diseases that can be caused by maternal smoking (e.g., orofacial clefts and asthma) or adult smoking (e.g., certain cancers). A number of differentially methylated CpGs were associated with gene expression. We observed enrichment in pathways and processes critical to development. In older children (5 cohorts, n = 3,187), 100% of CpGs gave at least nominal levels of significance, far more than expected by chance (p value < 2.2 × 10-16). Results were robust to different normalization methods used across studies and cell type adjustment. In this large scale meta-analysis of methylation data, we identified numerous loci involved in response to maternal smoking in pregnancy with persistence into later childhood and provide insights into mechanisms underlying effects of this important exposure.
0002-9297
680-696
Joubert, Bonnie R.
6941a99c-942e-4a64-aec7-b757cc0b7dd0
Felix, Janine F.
fcd2dff7-ebdf-40b3-8714-eeba5fa4818a
Yousefi, Paul
fabf4c33-d6dc-46e9-8e66-6af27b5e0bdd
Bakulski, Kelly M.
4643d0da-a3dd-47a5-825d-920d42a6dbd7
Just, Allan C.
9ed40910-4d0f-4aa7-b169-73b631bef7e4
Breton, Carrie
aca75425-2d5d-43e3-84bd-98e784469929
Reese, Sarah E.
fed1b1a6-6d68-4069-b086-017f0f94a002
Markunas, Christina A.
6319a196-a5fa-4481-9206-bd425c2e4d66
Richmond, Rebecca C.
d5b662f4-180c-4adb-9080-51a793a1bfcc
Xu, Cheng-Jian
1c4d76ae-4c68-4688-8ef6-88ef2529a436
Küpers, Leanne K.
733e94ec-9e37-450c-a8ca-e1adf2eec323
Oh, Sam S.
827b9825-6bf1-49fb-a84a-45afa8e0e429
Hoyo, Cathrine
2b25673d-5f67-47f8-9961-222a4f0bb516
Gruzieva, Olena
0865d16b-2fdc-4e58-b834-a9fd22283ca5
Söderhäll, Cilla
5117b3f6-4192-4cd7-b81f-427bead07bd0
Salas, Lucas A.
27547fe3-d10e-4720-8079-d8cc48040326
Baïz, Nour
29c94ea0-77b3-4e8b-9a15-2b663acccf74
Zhang, Hongmei
9f774048-54d6-4321-a252-3887b2c76db0
Lepeule, Johanna
1f2c7812-564d-4531-9c79-9a867dd03b95
Ruiz, Carlos
18f34d54-298b-49d3-95aa-59316b335b89
Ligthart, Symen
0e53e69f-9fff-4203-a9ea-6c921d7ef53c
Wang, Tianyuan
dc9da5d1-8c2d-4c99-9b4e-35eecc3c3fea
Taylor, Jack A.
b1ca05fc-65af-49eb-823d-019759a0ba47
Duijts, Liesbeth
9af3d956-5a40-4cd7-badd-542639c84460
Sharp, Gemma C.
1ca7cdb0-ff2c-4679-b625-d00e347fd140
Jankipersadsing, Soesma A.
1e4859c0-f390-4422-b1cf-56e6cfc726bc
Nilsen, Roy M.
d5885c7e-f4a4-47ab-a2e0-1c398af556d0
Vaez, Ahmad
fa0364f6-36fd-40a6-94e3-e654ccf178d7
Fallin, M. Daniele
01b22b82-bb05-46c5-9ea3-5449d336fec9
Hu, Donglei
009a56fb-1b04-47b6-9717-e54854ae010c
Litonjua, Augusto A.
3231e0a9-fc17-4675-84b7-32f0aa372a5a
Fuemmeler, Bernard F.
b1edbf02-b56e-4c39-892d-c1025c9917fa
Huen, Karen
b8da207b-6b9d-4ca1-9909-859081965eba
Kere, Juha
57c301de-f111-4552-a585-13eed945bdfc
Kull, Inger
a5927f4c-709a-4f6f-a576-a6c1200f4840
Munthe-Kaas, Monica Cheng
dc765427-1964-41be-825f-67399120d8e1
Gehring, Ulrike
3efc6b4a-4367-4686-99ae-c4a278f7e473
Bustamante, Mariona
fd901679-fcff-437d-acff-3bebcfc87be6
Saurel-Coubizolles, Marie José
3e5eaf24-a1e1-43e4-854c-bcbcf1c2b97b
Quraishi, Bilal M.
238dabb3-8a8a-430e-994d-782d487a315c
Ren, Jie
ee420bf5-1c19-4d47-a314-cdb9670e39a4
Tost, Jörg
376fd44f-ee5e-4366-a452-24b079b45adc
Gonzalez, Juan R.
f97e15a2-4eee-4f9c-af68-7aa24bb0c9ae
Peters, Marjolein J.
78454083-bc6b-4137-a2c5-c8a68ad1367b
Håberg, Siri E.
63fa0e56-75ee-4fd3-9e3c-a5baa9d9e1ce
Xu, Zongli
cfe16668-ac3e-4f73-a0f1-91c01a39bf7f
van Meurs, Joyce B.
6e02df23-62bd-4b92-8fdf-b4ac7fdbfffd
Gaunt, Tom R.
ff4bc39d-405c-4ba1-896b-7e7d2f747387
Kerkhof, Marjan
9cac1b00-4b26-46d6-a3b2-0e7ea25836ad
Corpeleijn, Eva
05909036-7f7f-4296-89f2-7a005feb5460
Feinberg, Andrew P.
33e91bfe-4812-4e37-9a8b-d7b27b22c480
Eng, Celeste
96fa93eb-5eeb-4542-adda-bda53cd735bf
Baccarelli, Andrea A.
3f52b53f-a38b-458a-9d1b-242cf6644a3d
Benjamin Neelon, Sara E.
ccea4837-af64-450f-9824-a474fb323717
Bradman, Asa
e99663d9-66ff-48e1-974f-b207ee7e591a
Merid, Simon Kebede
97470f65-a3fd-4aaf-8637-e0dea6f1114e
Bergström, Anna
b7b8b4f8-15a5-4a0a-82db-28bfe3e6abc2
Herceg, Zdenko
489f5d2b-bf53-4ddd-89fc-68ec41b5d528
Hernandez-Vargas, Hector
29a871ae-9c12-473a-b75b-beb1e3aaa267
Brunekreef, Bert
0131c22b-116e-4ec2-93a1-34632a2885f4
Pinart, Mariona
a50b1d8e-87d2-4a66-9345-f154ff98a04f
Heude, Barbara
a3d371f1-f044-4a08-aa83-80564ac0e1e3
Ewart, Susan
28667421-3cf7-43d7-b1c3-ca27564938f7
Yao, Jin
d0e505b8-46a9-4c2a-a278-35ff4f85f7da
Lemonnier, Nathanaël
1be4a050-9397-4f2d-99c2-c0b59cb60fe6
Franco, Oscar H.
751f143f-5005-4434-a22d-5937bc11104e
Wu, Michael C.
49cf88ce-ca90-447c-b35e-f22b4375fc3e
Hofman, Albert
19e6a48f-bef9-43bd-8c54-1b6057ead0bc
McArdle, Wendy
eb8176c3-3515-4b1a-81a8-eff055647ac4
Van der Vlies, Pieter
1fa79657-260e-4d26-9313-fcc9db007e19
Falahi, Fahimeh
236fb7a4-8606-4fff-94a3-32daca5fa47d
Gillman, Matthew W.
975a2594-380c-43b0-8f8e-e32a38d25aa6
Barcellos, Lisa F.
eb554b3e-2861-45e2-a20b-b4f94a1b7c27
Kumar, Ashish
f6b4297f-9f9d-4bc9-8970-bc90c74cc95f
Wickman, Magnus
14ed9eaf-8409-47c1-bf53-ec3d72adb134
Guerra, Stefano
c7cf4427-2ed4-45d6-a234-ebdeb25dbbf2
Charles, Marie-Aline
6258c9d7-9d1f-4717-abbf-23233e345946
Holloway, John
4bbd77e6-c095-445d-a36b-a50a72f6fe1a
Auffray, Charles
16fdf8f6-e7bc-4559-b6b6-d425160867c6
Tiemeier, Henning W.
de439651-b32e-49a7-9ca5-bc3410a9c3ff
Smith, George Davey
f5bc8327-f2cb-49a0-8eae-4a6ba63207a2
Postma, Dirkje
3f2fb7f0-d18f-4ea0-8910-ce6f12e897cb
Hivert, Marie-France
327fffed-19d0-4394-bb0e-574a46b5c69d
Eskenazi, Brenda
fcd9d0e5-f06e-43b1-8481-f021799150ec
Vrijheid, Martine
74022e9a-2b23-418f-b66d-8165926feef0
Arshad, Hasan
917e246d-2e60-472f-8d30-94b01ef28958
Antó, Josep M.
0d39c8c1-2712-42ff-a577-0a722c8bb5b8
Dehghan, Abbas
3d3c629d-5fab-4b32-9a0c-1b3bf5ba7253
Karmaus, Wilfried
281d0e53-6b5d-4d38-9732-3981b07cd853
Annesi-Maesano, Isabella
5cc6ea3c-5202-430d-8d5f-12eaebf251c0
Sunyer, Jordi
d795b752-79fd-450c-814a-fc342e3b8efa
Ghantous, Akram
c078d3dc-5baa-4ec3-b157-f200f843a0d1
Pershagen, Göran
5680dad3-cd15-4752-a61a-49f3502953ef
Holland, Nina
1e673ec1-58b4-4ae5-ad01-ed03907b3015
Murphy, Susan K.
5e25a27a-da84-4e47-b720-b51847971715
DeMeo, Dawn L.
a1f8f4a6-5890-41d0-bdb6-1b0491fca3e0
Burchard, Esteban G.
90dd2753-10ee-4651-b998-eba0440d36d5
Ladd-Acosta, Christine
e9fd9a7d-e17e-43b3-8df7-91c7a2b047ec
Snieder, Harold
3ffb9ec7-cf11-4fff-8b45-02ba4d83a32e
Nystad, Wenche
d23bedd0-f153-45a4-8160-9420c0129d52
Koppelman, Gerard H.
8d04aab8-5795-4e62-b64a-de7e368c0d1d
Relton, Caroline L.
dcf42a2b-b423-4675-806d-bc581afe17a7
Jaddoe, Vincent W.V.
aa9c550e-f612-47d9-b12f-a8f409390a7d
Wilcox, Allen
1d8af689-b6a6-41ca-820e-c680b8050a01
Melén, Erik
c7ee5423-aed5-4905-80b3-65bc07192e0c
London, Stephanie J.
4a6ce632-3dea-471e-8860-03fe82ee1775
Joubert, Bonnie R.
6941a99c-942e-4a64-aec7-b757cc0b7dd0
Felix, Janine F.
fcd2dff7-ebdf-40b3-8714-eeba5fa4818a
Yousefi, Paul
fabf4c33-d6dc-46e9-8e66-6af27b5e0bdd
Bakulski, Kelly M.
4643d0da-a3dd-47a5-825d-920d42a6dbd7
Just, Allan C.
9ed40910-4d0f-4aa7-b169-73b631bef7e4
Breton, Carrie
aca75425-2d5d-43e3-84bd-98e784469929
Reese, Sarah E.
fed1b1a6-6d68-4069-b086-017f0f94a002
Markunas, Christina A.
6319a196-a5fa-4481-9206-bd425c2e4d66
Richmond, Rebecca C.
d5b662f4-180c-4adb-9080-51a793a1bfcc
Xu, Cheng-Jian
1c4d76ae-4c68-4688-8ef6-88ef2529a436
Küpers, Leanne K.
733e94ec-9e37-450c-a8ca-e1adf2eec323
Oh, Sam S.
827b9825-6bf1-49fb-a84a-45afa8e0e429
Hoyo, Cathrine
2b25673d-5f67-47f8-9961-222a4f0bb516
Gruzieva, Olena
0865d16b-2fdc-4e58-b834-a9fd22283ca5
Söderhäll, Cilla
5117b3f6-4192-4cd7-b81f-427bead07bd0
Salas, Lucas A.
27547fe3-d10e-4720-8079-d8cc48040326
Baïz, Nour
29c94ea0-77b3-4e8b-9a15-2b663acccf74
Zhang, Hongmei
9f774048-54d6-4321-a252-3887b2c76db0
Lepeule, Johanna
1f2c7812-564d-4531-9c79-9a867dd03b95
Ruiz, Carlos
18f34d54-298b-49d3-95aa-59316b335b89
Ligthart, Symen
0e53e69f-9fff-4203-a9ea-6c921d7ef53c
Wang, Tianyuan
dc9da5d1-8c2d-4c99-9b4e-35eecc3c3fea
Taylor, Jack A.
b1ca05fc-65af-49eb-823d-019759a0ba47
Duijts, Liesbeth
9af3d956-5a40-4cd7-badd-542639c84460
Sharp, Gemma C.
1ca7cdb0-ff2c-4679-b625-d00e347fd140
Jankipersadsing, Soesma A.
1e4859c0-f390-4422-b1cf-56e6cfc726bc
Nilsen, Roy M.
d5885c7e-f4a4-47ab-a2e0-1c398af556d0
Vaez, Ahmad
fa0364f6-36fd-40a6-94e3-e654ccf178d7
Fallin, M. Daniele
01b22b82-bb05-46c5-9ea3-5449d336fec9
Hu, Donglei
009a56fb-1b04-47b6-9717-e54854ae010c
Litonjua, Augusto A.
3231e0a9-fc17-4675-84b7-32f0aa372a5a
Fuemmeler, Bernard F.
b1edbf02-b56e-4c39-892d-c1025c9917fa
Huen, Karen
b8da207b-6b9d-4ca1-9909-859081965eba
Kere, Juha
57c301de-f111-4552-a585-13eed945bdfc
Kull, Inger
a5927f4c-709a-4f6f-a576-a6c1200f4840
Munthe-Kaas, Monica Cheng
dc765427-1964-41be-825f-67399120d8e1
Gehring, Ulrike
3efc6b4a-4367-4686-99ae-c4a278f7e473
Bustamante, Mariona
fd901679-fcff-437d-acff-3bebcfc87be6
Saurel-Coubizolles, Marie José
3e5eaf24-a1e1-43e4-854c-bcbcf1c2b97b
Quraishi, Bilal M.
238dabb3-8a8a-430e-994d-782d487a315c
Ren, Jie
ee420bf5-1c19-4d47-a314-cdb9670e39a4
Tost, Jörg
376fd44f-ee5e-4366-a452-24b079b45adc
Gonzalez, Juan R.
f97e15a2-4eee-4f9c-af68-7aa24bb0c9ae
Peters, Marjolein J.
78454083-bc6b-4137-a2c5-c8a68ad1367b
Håberg, Siri E.
63fa0e56-75ee-4fd3-9e3c-a5baa9d9e1ce
Xu, Zongli
cfe16668-ac3e-4f73-a0f1-91c01a39bf7f
van Meurs, Joyce B.
6e02df23-62bd-4b92-8fdf-b4ac7fdbfffd
Gaunt, Tom R.
ff4bc39d-405c-4ba1-896b-7e7d2f747387
Kerkhof, Marjan
9cac1b00-4b26-46d6-a3b2-0e7ea25836ad
Corpeleijn, Eva
05909036-7f7f-4296-89f2-7a005feb5460
Feinberg, Andrew P.
33e91bfe-4812-4e37-9a8b-d7b27b22c480
Eng, Celeste
96fa93eb-5eeb-4542-adda-bda53cd735bf
Baccarelli, Andrea A.
3f52b53f-a38b-458a-9d1b-242cf6644a3d
Benjamin Neelon, Sara E.
ccea4837-af64-450f-9824-a474fb323717
Bradman, Asa
e99663d9-66ff-48e1-974f-b207ee7e591a
Merid, Simon Kebede
97470f65-a3fd-4aaf-8637-e0dea6f1114e
Bergström, Anna
b7b8b4f8-15a5-4a0a-82db-28bfe3e6abc2
Herceg, Zdenko
489f5d2b-bf53-4ddd-89fc-68ec41b5d528
Hernandez-Vargas, Hector
29a871ae-9c12-473a-b75b-beb1e3aaa267
Brunekreef, Bert
0131c22b-116e-4ec2-93a1-34632a2885f4
Pinart, Mariona
a50b1d8e-87d2-4a66-9345-f154ff98a04f
Heude, Barbara
a3d371f1-f044-4a08-aa83-80564ac0e1e3
Ewart, Susan
28667421-3cf7-43d7-b1c3-ca27564938f7
Yao, Jin
d0e505b8-46a9-4c2a-a278-35ff4f85f7da
Lemonnier, Nathanaël
1be4a050-9397-4f2d-99c2-c0b59cb60fe6
Franco, Oscar H.
751f143f-5005-4434-a22d-5937bc11104e
Wu, Michael C.
49cf88ce-ca90-447c-b35e-f22b4375fc3e
Hofman, Albert
19e6a48f-bef9-43bd-8c54-1b6057ead0bc
McArdle, Wendy
eb8176c3-3515-4b1a-81a8-eff055647ac4
Van der Vlies, Pieter
1fa79657-260e-4d26-9313-fcc9db007e19
Falahi, Fahimeh
236fb7a4-8606-4fff-94a3-32daca5fa47d
Gillman, Matthew W.
975a2594-380c-43b0-8f8e-e32a38d25aa6
Barcellos, Lisa F.
eb554b3e-2861-45e2-a20b-b4f94a1b7c27
Kumar, Ashish
f6b4297f-9f9d-4bc9-8970-bc90c74cc95f
Wickman, Magnus
14ed9eaf-8409-47c1-bf53-ec3d72adb134
Guerra, Stefano
c7cf4427-2ed4-45d6-a234-ebdeb25dbbf2
Charles, Marie-Aline
6258c9d7-9d1f-4717-abbf-23233e345946
Holloway, John
4bbd77e6-c095-445d-a36b-a50a72f6fe1a
Auffray, Charles
16fdf8f6-e7bc-4559-b6b6-d425160867c6
Tiemeier, Henning W.
de439651-b32e-49a7-9ca5-bc3410a9c3ff
Smith, George Davey
f5bc8327-f2cb-49a0-8eae-4a6ba63207a2
Postma, Dirkje
3f2fb7f0-d18f-4ea0-8910-ce6f12e897cb
Hivert, Marie-France
327fffed-19d0-4394-bb0e-574a46b5c69d
Eskenazi, Brenda
fcd9d0e5-f06e-43b1-8481-f021799150ec
Vrijheid, Martine
74022e9a-2b23-418f-b66d-8165926feef0
Arshad, Hasan
917e246d-2e60-472f-8d30-94b01ef28958
Antó, Josep M.
0d39c8c1-2712-42ff-a577-0a722c8bb5b8
Dehghan, Abbas
3d3c629d-5fab-4b32-9a0c-1b3bf5ba7253
Karmaus, Wilfried
281d0e53-6b5d-4d38-9732-3981b07cd853
Annesi-Maesano, Isabella
5cc6ea3c-5202-430d-8d5f-12eaebf251c0
Sunyer, Jordi
d795b752-79fd-450c-814a-fc342e3b8efa
Ghantous, Akram
c078d3dc-5baa-4ec3-b157-f200f843a0d1
Pershagen, Göran
5680dad3-cd15-4752-a61a-49f3502953ef
Holland, Nina
1e673ec1-58b4-4ae5-ad01-ed03907b3015
Murphy, Susan K.
5e25a27a-da84-4e47-b720-b51847971715
DeMeo, Dawn L.
a1f8f4a6-5890-41d0-bdb6-1b0491fca3e0
Burchard, Esteban G.
90dd2753-10ee-4651-b998-eba0440d36d5
Ladd-Acosta, Christine
e9fd9a7d-e17e-43b3-8df7-91c7a2b047ec
Snieder, Harold
3ffb9ec7-cf11-4fff-8b45-02ba4d83a32e
Nystad, Wenche
d23bedd0-f153-45a4-8160-9420c0129d52
Koppelman, Gerard H.
8d04aab8-5795-4e62-b64a-de7e368c0d1d
Relton, Caroline L.
dcf42a2b-b423-4675-806d-bc581afe17a7
Jaddoe, Vincent W.V.
aa9c550e-f612-47d9-b12f-a8f409390a7d
Wilcox, Allen
1d8af689-b6a6-41ca-820e-c680b8050a01
Melén, Erik
c7ee5423-aed5-4905-80b3-65bc07192e0c
London, Stephanie J.
4a6ce632-3dea-471e-8860-03fe82ee1775

Joubert, Bonnie R., Felix, Janine F., Yousefi, Paul, Bakulski, Kelly M., Just, Allan C., Breton, Carrie, Reese, Sarah E., Markunas, Christina A., Richmond, Rebecca C., Xu, Cheng-Jian, Küpers, Leanne K., Oh, Sam S., Hoyo, Cathrine, Gruzieva, Olena, Söderhäll, Cilla, Salas, Lucas A., Baïz, Nour, Zhang, Hongmei, Lepeule, Johanna, Ruiz, Carlos, Ligthart, Symen, Wang, Tianyuan, Taylor, Jack A., Duijts, Liesbeth, Sharp, Gemma C., Jankipersadsing, Soesma A., Nilsen, Roy M., Vaez, Ahmad, Fallin, M. Daniele, Hu, Donglei, Litonjua, Augusto A., Fuemmeler, Bernard F., Huen, Karen, Kere, Juha, Kull, Inger, Munthe-Kaas, Monica Cheng, Gehring, Ulrike, Bustamante, Mariona, Saurel-Coubizolles, Marie José, Quraishi, Bilal M., Ren, Jie, Tost, Jörg, Gonzalez, Juan R., Peters, Marjolein J., Håberg, Siri E., Xu, Zongli, van Meurs, Joyce B., Gaunt, Tom R., Kerkhof, Marjan, Corpeleijn, Eva, Feinberg, Andrew P., Eng, Celeste, Baccarelli, Andrea A., Benjamin Neelon, Sara E., Bradman, Asa, Merid, Simon Kebede, Bergström, Anna, Herceg, Zdenko, Hernandez-Vargas, Hector, Brunekreef, Bert, Pinart, Mariona, Heude, Barbara, Ewart, Susan, Yao, Jin, Lemonnier, Nathanaël, Franco, Oscar H., Wu, Michael C., Hofman, Albert, McArdle, Wendy, Van der Vlies, Pieter, Falahi, Fahimeh, Gillman, Matthew W., Barcellos, Lisa F., Kumar, Ashish, Wickman, Magnus, Guerra, Stefano, Charles, Marie-Aline, Holloway, John, Auffray, Charles, Tiemeier, Henning W., Smith, George Davey, Postma, Dirkje, Hivert, Marie-France, Eskenazi, Brenda, Vrijheid, Martine, Arshad, Hasan, Antó, Josep M., Dehghan, Abbas, Karmaus, Wilfried, Annesi-Maesano, Isabella, Sunyer, Jordi, Ghantous, Akram, Pershagen, Göran, Holland, Nina, Murphy, Susan K., DeMeo, Dawn L., Burchard, Esteban G., Ladd-Acosta, Christine, Snieder, Harold, Nystad, Wenche, Koppelman, Gerard H., Relton, Caroline L., Jaddoe, Vincent W.V., Wilcox, Allen, Melén, Erik and London, Stephanie J. (2016) DNA methylation in newborns and maternal smoking in pregnancy: genome-wide consortium meta-analysis. The American Journal of Human Genetics, 98 (4), 680-696. (doi:10.1016/j.ajhg.2016.02.019).

Record type: Article

Abstract

Epigenetic modifications, including DNA methylation, represent a potential mechanism for environmental impacts on human disease. Maternal smoking in pregnancy remains an important public health problem that impacts child health in a myriad of ways and has potential lifelong consequences. The mechanisms are largely unknown, but epigenetics most likely plays a role. We formed the Pregnancy And Childhood Epigenetics (PACE) consortium and meta-analyzed, across 13 cohorts (n = 6,685), the association between maternal smoking in pregnancy and newborn blood DNA methylation at over 450,000 CpG sites (CpGs) by using the Illumina 450K BeadChip. Over 6,000 CpGs were differentially methylated in relation to maternal smoking at genome-wide statistical significance (false discovery rate, 5%), including 2,965 CpGs corresponding to 2,017 genes not previously related to smoking and methylation in either newborns or adults. Several genes are relevant to diseases that can be caused by maternal smoking (e.g., orofacial clefts and asthma) or adult smoking (e.g., certain cancers). A number of differentially methylated CpGs were associated with gene expression. We observed enrichment in pathways and processes critical to development. In older children (5 cohorts, n = 3,187), 100% of CpGs gave at least nominal levels of significance, far more than expected by chance (p value < 2.2 × 10-16). Results were robust to different normalization methods used across studies and cell type adjustment. In this large scale meta-analysis of methylation data, we identified numerous loci involved in response to maternal smoking in pregnancy with persistence into later childhood and provide insights into mechanisms underlying effects of this important exposure.

Text
PACE_Smoking.Manuscript.AJHG.Revised.forCoauthorReview.pdf - Accepted Manuscript
Download (466kB)

More information

Accepted/In Press date: 20 February 2016
e-pub ahead of print date: 31 March 2016
Published date: 7 April 2016
Organisations: NIHR Southampton Biomedical Research Centre, Human Development & Health, Clinical & Experimental Sciences

Identifiers

Local EPrints ID: 390708
URI: http://eprints.soton.ac.uk/id/eprint/390708
ISSN: 0002-9297
PURE UUID: b882c49e-8ba0-4072-973c-7af0ab970a77
ORCID for John Holloway: ORCID iD orcid.org/0000-0001-9998-0464

Catalogue record

Date deposited: 04 Apr 2016 15:36
Last modified: 15 Mar 2024 02:56

Export record

Altmetrics

Contributors

Author: Bonnie R. Joubert
Author: Janine F. Felix
Author: Paul Yousefi
Author: Kelly M. Bakulski
Author: Allan C. Just
Author: Carrie Breton
Author: Sarah E. Reese
Author: Christina A. Markunas
Author: Rebecca C. Richmond
Author: Cheng-Jian Xu
Author: Leanne K. Küpers
Author: Sam S. Oh
Author: Cathrine Hoyo
Author: Olena Gruzieva
Author: Cilla Söderhäll
Author: Lucas A. Salas
Author: Nour Baïz
Author: Hongmei Zhang
Author: Johanna Lepeule
Author: Carlos Ruiz
Author: Symen Ligthart
Author: Tianyuan Wang
Author: Jack A. Taylor
Author: Liesbeth Duijts
Author: Gemma C. Sharp
Author: Soesma A. Jankipersadsing
Author: Roy M. Nilsen
Author: Ahmad Vaez
Author: M. Daniele Fallin
Author: Donglei Hu
Author: Augusto A. Litonjua
Author: Bernard F. Fuemmeler
Author: Karen Huen
Author: Juha Kere
Author: Inger Kull
Author: Monica Cheng Munthe-Kaas
Author: Ulrike Gehring
Author: Mariona Bustamante
Author: Marie José Saurel-Coubizolles
Author: Bilal M. Quraishi
Author: Jie Ren
Author: Jörg Tost
Author: Juan R. Gonzalez
Author: Marjolein J. Peters
Author: Siri E. Håberg
Author: Zongli Xu
Author: Joyce B. van Meurs
Author: Tom R. Gaunt
Author: Marjan Kerkhof
Author: Eva Corpeleijn
Author: Andrew P. Feinberg
Author: Celeste Eng
Author: Andrea A. Baccarelli
Author: Sara E. Benjamin Neelon
Author: Asa Bradman
Author: Simon Kebede Merid
Author: Anna Bergström
Author: Zdenko Herceg
Author: Hector Hernandez-Vargas
Author: Bert Brunekreef
Author: Mariona Pinart
Author: Barbara Heude
Author: Susan Ewart
Author: Jin Yao
Author: Nathanaël Lemonnier
Author: Oscar H. Franco
Author: Michael C. Wu
Author: Albert Hofman
Author: Wendy McArdle
Author: Pieter Van der Vlies
Author: Fahimeh Falahi
Author: Matthew W. Gillman
Author: Lisa F. Barcellos
Author: Ashish Kumar
Author: Magnus Wickman
Author: Stefano Guerra
Author: Marie-Aline Charles
Author: John Holloway ORCID iD
Author: Charles Auffray
Author: Henning W. Tiemeier
Author: George Davey Smith
Author: Dirkje Postma
Author: Marie-France Hivert
Author: Brenda Eskenazi
Author: Martine Vrijheid
Author: Hasan Arshad
Author: Josep M. Antó
Author: Abbas Dehghan
Author: Wilfried Karmaus
Author: Isabella Annesi-Maesano
Author: Jordi Sunyer
Author: Akram Ghantous
Author: Göran Pershagen
Author: Nina Holland
Author: Susan K. Murphy
Author: Dawn L. DeMeo
Author: Esteban G. Burchard
Author: Christine Ladd-Acosta
Author: Harold Snieder
Author: Wenche Nystad
Author: Gerard H. Koppelman
Author: Caroline L. Relton
Author: Vincent W.V. Jaddoe
Author: Allen Wilcox
Author: Erik Melén
Author: Stephanie J. London

Download statistics

Downloads from ePrints over the past year. Other digital versions may also be available to download e.g. from the publisher's website.

View more statistics

Atom RSS 1.0 RSS 2.0

Contact ePrints Soton: eprints@soton.ac.uk

ePrints Soton supports OAI 2.0 with a base URL of http://eprints.soton.ac.uk/cgi/oai2

This repository has been built using EPrints software, developed at the University of Southampton, but available to everyone to use.

We use cookies to ensure that we give you the best experience on our website. If you continue without changing your settings, we will assume that you are happy to receive cookies on the University of Southampton website.

×