The University of Southampton
University of Southampton Institutional Repository

Multistage genome-wide association meta-analyses identified two new loci for bone mineral density

Multistage genome-wide association meta-analyses identified two new loci for bone mineral density
Multistage genome-wide association meta-analyses identified two new loci for bone mineral density
Aiming to identify novel genetic variants and to confirm previously identified genetic variants associated with bone mineral density (BMD), we conducted a three-stage genome-wide association (GWA) meta-analysis in 27 061 study subjects. Stage 1 meta-analyzed seven GWA samples and 11 140 subjects for BMDs at the lumbar spine, hip and femoral neck, followed by a Stage 2 in silico replication of 33 SNPs in 9258 subjects, and by a Stage 3 de novo validation of three SNPs in 6663 subjects. Combining evidence from all the stages, we have identified two novel loci that have not been reported previously at the genome-wide significance (GWS; 5.0 × 10(-8)) level: 14q24.2 (rs227425, P-value 3.98 × 10(-13), SMOC1) in the combined sample of males and females and 21q22.13 (rs170183, P-value 4.15 × 10(-9), CLDN14) in the female-specific sample. The two newly identified SNPs were also significant in the GEnetic Factors for OSteoporosis consortium (GEFOS, n = 32 960) summary results. We have also independently confirmed 13 previously reported loci at the GWS level: 1p36.12 (ZBTB40), 1p31.3 (GPR177), 4p16.3 (FGFRL1), 4q22.1 (MEPE), 5q14.3 (MEF2C), 6q25.1 (C6orf97, ESR1), 7q21.3 (FLJ42280, SHFM1), 7q31.31 (FAM3C, WNT16), 8q24.12 (TNFRSF11B), 11p15.3 (SOX6), 11q13.4 (LRP5), 13q14.11 (AKAP11) and 16q24 (FOXL1). Gene expression analysis in osteogenic cells implied potential functional association of the two candidate genes (SMOC1 and CLDN14) in bone metabolism. Our findings independently confirm previously identified biological pathways underlying bone metabolism and contribute to the discovery of novel pathways, thus providing valuable insights into the intervention and treatment of osteoporosis.
1923-1933
Zhang, Lei
d355a3e1-eacf-4f73-9d25-da5458cd495f
Choi, Hyung Jin
3d1b3497-618f-4116-8b98-35fab9421382
Estrada, Karol
526d1128-97ca-46d3-a917-cada9b3ac383
Leo, Paul J.
cc727e9a-0b0e-4e1c-8a71-12fc5cf209e3
Li, Jian
fd6f96c3-ff07-4d2d-b03a-3fb552093e58
Pei, Yu-Fang
e7dc235b-24b0-41ce-9d74-959ccd784018
Zhang, Yinping
6139fc55-7168-48b0-8ce4-f9c9743581e4
Lin, Yong
56dada99-cd1f-40e2-a391-429163ec3dd7
Shen, Hui
0ab92c75-afbc-4e65-a033-139d98b1c38f
Liu, Yao-Zhong
9ebd9b7f-02e8-46db-9e61-d6cff1227330
Liu, Yongjun
a6aa6c25-d675-4c57-bd27-0bc0803ba2b0
Zhao, Yingchun
e1213cf5-12a6-4f34-ac8e-ee3153051618
Zhang, Ji-Gang
ffb56648-ad99-4850-a288-aaf472953660
Tian, Qing
47e5bf80-a47e-42b2-8893-71189653b7b3
Wang, Yu-ping
fca6bdbe-67f7-4a87-b73b-18f8e2a22242
Han, Yingying
e89eb750-83fb-44f2-a744-7df8c05adb4b
Ran, Shu
67a1460b-15f7-46c7-a703-867fd6cf0a45
Hai, Rong
4b4e2966-13c3-44aa-a213-97aa3d930fd2
Zhu, Xue-Zhen
5ad102ae-b2e5-4358-8204-ec62022f225f
Wu, Shuyan
e764b257-001a-4b71-8c1a-fd3720e86039
Yan, Han
a9ca6ebf-eb03-49c6-a5d2-790ad03bdbe3
Liu, Xiaogang
e5cc8968-1ebb-4aaf-a801-93c854f8d424
Yang, Tie-Lin
c39e39f2-6dbf-4e34-a7e6-5c9b5cbacfc4
Guo, Yan
62cdd3b0-04f6-4bad-a22a-4e2f945fcf3a
Zhang, Feng
313ebbc4-b710-4f9b-9c25-f95cf9af4da5
Guo, Yan-fang
97e7ac45-c35a-4651-8ea8-a5dc70c3d2fa
Chen, Yuan
05bcc581-b03f-44a8-b0e0-f27f889ec994
Chen, Xiangding
a1c6a464-7ff7-4220-acdf-2a6594f8b9d7
Tan, Lijun
29a71465-b787-40b0-ad58-c291fffb348d
Zhang, Lishu
1a92eb15-36ad-436c-be6c-30200a7c3757
Deng, Fei-Yan
426fa10e-62cf-4593-b476-160aa39a8ece
Deng, Hongyi
eff7191f-efc1-47cc-80c4-829ed0f6e648
Rivadeneira, Fernando
8441b9d3-6d8e-4b33-8827-dd70d80db200
Duncan, Emma L.
881b5a19-428d-4a07-97c0-59492e814f56
Lee, Jong Young
e97f494c-ea3a-483a-8237-6b48bf61df1a
Han, Bok Ghee
325f01b4-fb22-404c-8890-e54249475394
Cho, Nam H.
80d7a704-8a2d-44e1-8958-ed8332b993e5
Nicholson, Geoffrey C.
fe7ee115-799b-4238-89ea-e6ad97e44af3
McCloskey, Eugene
3a2fac33-b400-4ae3-a212-04c3c3d2a517
Eastell, Richard
b19615e4-bc97-4ddf-b8d7-7f48b7220228
Prince, Richard L.
f4f86568-7756-4da3-80ea-745cc5e9c606
Eisman, John A.
5971006c-7da2-470c-8a6e-fff5755dd1a5
Jones, Graeme
f26c7d03-cd84-40c8-ae3a-286e861a5a29
Reid, Ian R.
be10ff32-2894-49c4-b7ab-934698aa3523
Sambrook, Philip N.
eaf14f9b-45a0-4a24-8cb8-5def7ddf6f1a
Dennison, E.M.
ee647287-edb4-4392-8361-e59fd505b1d1
Danoy, Patrick
364a6e0c-c3d7-43d9-bb34-5ffa44706600
Yerges-Armstrong, Laura M.
614b1367-34c6-4141-883b-988ead8be21e
Streeten, Elizabeth A.
93d3cefd-82b6-41bd-9464-bfe7c0e9bf8b
Hu, Tian
d5e3fd8f-04e8-4b4d-8f8f-40937f46ddb2
Xiang, Shuanglin
12f96971-7fc1-49c3-a114-c18644dbe4cb
Papasian, Christopher J.
f832f74e-666d-4be2-b40f-57c8f185e0ad
Brown, Matthew A.
2e7de455-bcc3-4b8b-a7b9-96b6e0367c1d
Shin, Chan Soo
a3f75ce5-e2c6-4be2-8639-828518d63ea1
Uitterlinden, André G
3602fdd2-b484-4be5-91e6-403a281a43f7
Deng, Hong-Wen
51a56591-4119-4ea7-b263-18308b868fa8
Zhang, Lei
d355a3e1-eacf-4f73-9d25-da5458cd495f
Choi, Hyung Jin
3d1b3497-618f-4116-8b98-35fab9421382
Estrada, Karol
526d1128-97ca-46d3-a917-cada9b3ac383
Leo, Paul J.
cc727e9a-0b0e-4e1c-8a71-12fc5cf209e3
Li, Jian
fd6f96c3-ff07-4d2d-b03a-3fb552093e58
Pei, Yu-Fang
e7dc235b-24b0-41ce-9d74-959ccd784018
Zhang, Yinping
6139fc55-7168-48b0-8ce4-f9c9743581e4
Lin, Yong
56dada99-cd1f-40e2-a391-429163ec3dd7
Shen, Hui
0ab92c75-afbc-4e65-a033-139d98b1c38f
Liu, Yao-Zhong
9ebd9b7f-02e8-46db-9e61-d6cff1227330
Liu, Yongjun
a6aa6c25-d675-4c57-bd27-0bc0803ba2b0
Zhao, Yingchun
e1213cf5-12a6-4f34-ac8e-ee3153051618
Zhang, Ji-Gang
ffb56648-ad99-4850-a288-aaf472953660
Tian, Qing
47e5bf80-a47e-42b2-8893-71189653b7b3
Wang, Yu-ping
fca6bdbe-67f7-4a87-b73b-18f8e2a22242
Han, Yingying
e89eb750-83fb-44f2-a744-7df8c05adb4b
Ran, Shu
67a1460b-15f7-46c7-a703-867fd6cf0a45
Hai, Rong
4b4e2966-13c3-44aa-a213-97aa3d930fd2
Zhu, Xue-Zhen
5ad102ae-b2e5-4358-8204-ec62022f225f
Wu, Shuyan
e764b257-001a-4b71-8c1a-fd3720e86039
Yan, Han
a9ca6ebf-eb03-49c6-a5d2-790ad03bdbe3
Liu, Xiaogang
e5cc8968-1ebb-4aaf-a801-93c854f8d424
Yang, Tie-Lin
c39e39f2-6dbf-4e34-a7e6-5c9b5cbacfc4
Guo, Yan
62cdd3b0-04f6-4bad-a22a-4e2f945fcf3a
Zhang, Feng
313ebbc4-b710-4f9b-9c25-f95cf9af4da5
Guo, Yan-fang
97e7ac45-c35a-4651-8ea8-a5dc70c3d2fa
Chen, Yuan
05bcc581-b03f-44a8-b0e0-f27f889ec994
Chen, Xiangding
a1c6a464-7ff7-4220-acdf-2a6594f8b9d7
Tan, Lijun
29a71465-b787-40b0-ad58-c291fffb348d
Zhang, Lishu
1a92eb15-36ad-436c-be6c-30200a7c3757
Deng, Fei-Yan
426fa10e-62cf-4593-b476-160aa39a8ece
Deng, Hongyi
eff7191f-efc1-47cc-80c4-829ed0f6e648
Rivadeneira, Fernando
8441b9d3-6d8e-4b33-8827-dd70d80db200
Duncan, Emma L.
881b5a19-428d-4a07-97c0-59492e814f56
Lee, Jong Young
e97f494c-ea3a-483a-8237-6b48bf61df1a
Han, Bok Ghee
325f01b4-fb22-404c-8890-e54249475394
Cho, Nam H.
80d7a704-8a2d-44e1-8958-ed8332b993e5
Nicholson, Geoffrey C.
fe7ee115-799b-4238-89ea-e6ad97e44af3
McCloskey, Eugene
3a2fac33-b400-4ae3-a212-04c3c3d2a517
Eastell, Richard
b19615e4-bc97-4ddf-b8d7-7f48b7220228
Prince, Richard L.
f4f86568-7756-4da3-80ea-745cc5e9c606
Eisman, John A.
5971006c-7da2-470c-8a6e-fff5755dd1a5
Jones, Graeme
f26c7d03-cd84-40c8-ae3a-286e861a5a29
Reid, Ian R.
be10ff32-2894-49c4-b7ab-934698aa3523
Sambrook, Philip N.
eaf14f9b-45a0-4a24-8cb8-5def7ddf6f1a
Dennison, E.M.
ee647287-edb4-4392-8361-e59fd505b1d1
Danoy, Patrick
364a6e0c-c3d7-43d9-bb34-5ffa44706600
Yerges-Armstrong, Laura M.
614b1367-34c6-4141-883b-988ead8be21e
Streeten, Elizabeth A.
93d3cefd-82b6-41bd-9464-bfe7c0e9bf8b
Hu, Tian
d5e3fd8f-04e8-4b4d-8f8f-40937f46ddb2
Xiang, Shuanglin
12f96971-7fc1-49c3-a114-c18644dbe4cb
Papasian, Christopher J.
f832f74e-666d-4be2-b40f-57c8f185e0ad
Brown, Matthew A.
2e7de455-bcc3-4b8b-a7b9-96b6e0367c1d
Shin, Chan Soo
a3f75ce5-e2c6-4be2-8639-828518d63ea1
Uitterlinden, André G
3602fdd2-b484-4be5-91e6-403a281a43f7
Deng, Hong-Wen
51a56591-4119-4ea7-b263-18308b868fa8

Zhang, Lei, Choi, Hyung Jin, Estrada, Karol, Leo, Paul J., Li, Jian, Pei, Yu-Fang, Zhang, Yinping, Lin, Yong, Shen, Hui, Liu, Yao-Zhong, Liu, Yongjun, Zhao, Yingchun, Zhang, Ji-Gang, Tian, Qing, Wang, Yu-ping, Han, Yingying, Ran, Shu, Hai, Rong, Zhu, Xue-Zhen, Wu, Shuyan, Yan, Han, Liu, Xiaogang, Yang, Tie-Lin, Guo, Yan, Zhang, Feng, Guo, Yan-fang, Chen, Yuan, Chen, Xiangding, Tan, Lijun, Zhang, Lishu, Deng, Fei-Yan, Deng, Hongyi, Rivadeneira, Fernando, Duncan, Emma L., Lee, Jong Young, Han, Bok Ghee, Cho, Nam H., Nicholson, Geoffrey C., McCloskey, Eugene, Eastell, Richard, Prince, Richard L., Eisman, John A., Jones, Graeme, Reid, Ian R., Sambrook, Philip N., Dennison, E.M., Danoy, Patrick, Yerges-Armstrong, Laura M., Streeten, Elizabeth A., Hu, Tian, Xiang, Shuanglin, Papasian, Christopher J., Brown, Matthew A., Shin, Chan Soo, Uitterlinden, André G and Deng, Hong-Wen (2014) Multistage genome-wide association meta-analyses identified two new loci for bone mineral density. Human Molecular Genetics, 23 (7), 1923-1933. (doi:10.1093/hmg/ddt575). (PMID:24249740)

Record type: Article

Abstract

Aiming to identify novel genetic variants and to confirm previously identified genetic variants associated with bone mineral density (BMD), we conducted a three-stage genome-wide association (GWA) meta-analysis in 27 061 study subjects. Stage 1 meta-analyzed seven GWA samples and 11 140 subjects for BMDs at the lumbar spine, hip and femoral neck, followed by a Stage 2 in silico replication of 33 SNPs in 9258 subjects, and by a Stage 3 de novo validation of three SNPs in 6663 subjects. Combining evidence from all the stages, we have identified two novel loci that have not been reported previously at the genome-wide significance (GWS; 5.0 × 10(-8)) level: 14q24.2 (rs227425, P-value 3.98 × 10(-13), SMOC1) in the combined sample of males and females and 21q22.13 (rs170183, P-value 4.15 × 10(-9), CLDN14) in the female-specific sample. The two newly identified SNPs were also significant in the GEnetic Factors for OSteoporosis consortium (GEFOS, n = 32 960) summary results. We have also independently confirmed 13 previously reported loci at the GWS level: 1p36.12 (ZBTB40), 1p31.3 (GPR177), 4p16.3 (FGFRL1), 4q22.1 (MEPE), 5q14.3 (MEF2C), 6q25.1 (C6orf97, ESR1), 7q21.3 (FLJ42280, SHFM1), 7q31.31 (FAM3C, WNT16), 8q24.12 (TNFRSF11B), 11p15.3 (SOX6), 11q13.4 (LRP5), 13q14.11 (AKAP11) and 16q24 (FOXL1). Gene expression analysis in osteogenic cells implied potential functional association of the two candidate genes (SMOC1 and CLDN14) in bone metabolism. Our findings independently confirm previously identified biological pathways underlying bone metabolism and contribute to the discovery of novel pathways, thus providing valuable insights into the intervention and treatment of osteoporosis.

This record has no associated files available for download.

More information

Published date: 1 April 2014
Organisations: Faculty of Medicine

Identifiers

Local EPrints ID: 366478
URI: http://eprints.soton.ac.uk/id/eprint/366478
PURE UUID: a486cbf7-bf74-458c-95cc-97261527f1f5
ORCID for E.M. Dennison: ORCID iD orcid.org/0000-0002-3048-4961

Catalogue record

Date deposited: 01 Jul 2014 11:28
Last modified: 15 Mar 2024 02:51

Export record

Altmetrics

Contributors

Author: Lei Zhang
Author: Hyung Jin Choi
Author: Karol Estrada
Author: Paul J. Leo
Author: Jian Li
Author: Yu-Fang Pei
Author: Yinping Zhang
Author: Yong Lin
Author: Hui Shen
Author: Yao-Zhong Liu
Author: Yongjun Liu
Author: Yingchun Zhao
Author: Ji-Gang Zhang
Author: Qing Tian
Author: Yu-ping Wang
Author: Yingying Han
Author: Shu Ran
Author: Rong Hai
Author: Xue-Zhen Zhu
Author: Shuyan Wu
Author: Han Yan
Author: Xiaogang Liu
Author: Tie-Lin Yang
Author: Yan Guo
Author: Feng Zhang
Author: Yan-fang Guo
Author: Yuan Chen
Author: Xiangding Chen
Author: Lijun Tan
Author: Lishu Zhang
Author: Fei-Yan Deng
Author: Hongyi Deng
Author: Fernando Rivadeneira
Author: Emma L. Duncan
Author: Jong Young Lee
Author: Bok Ghee Han
Author: Nam H. Cho
Author: Geoffrey C. Nicholson
Author: Eugene McCloskey
Author: Richard Eastell
Author: Richard L. Prince
Author: John A. Eisman
Author: Graeme Jones
Author: Ian R. Reid
Author: Philip N. Sambrook
Author: E.M. Dennison ORCID iD
Author: Patrick Danoy
Author: Laura M. Yerges-Armstrong
Author: Elizabeth A. Streeten
Author: Tian Hu
Author: Shuanglin Xiang
Author: Christopher J. Papasian
Author: Matthew A. Brown
Author: Chan Soo Shin
Author: André G Uitterlinden
Author: Hong-Wen Deng

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.

×