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GWAS Study

Coinherited genetics of multiple myeloma and its precursor, monoclonal gammopathy of undetermined significance.

Clay-Gilmour AI, Hildebrandt MAT, Brown EE et al.

32569378 PubMed ID
GWAS Study Type
5139 Participants
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Chapter I

Publication Details

Comprehensive information about this research publication

Authors

CA
Clay-Gilmour AI
HM
Hildebrandt MAT
BE
Brown EE
HJ
Hofmann JN
SJ
Spinelli JJ
GG
Giles GG
CW
Cozen W
BP
Bhatti P
WX
Wu X
WR
Waller RG
BA
Belachew AA
RD
Robinson DP
NA
Norman AD
SJ
Sinnwell JP
BS
Berndt SI
RS
Rajkumar SV
KS
Kumar SK
CS
Chanock SJ
MM
Machiela MJ
MR
Milne RL
SS
Slager SL
CN
Camp NJ
ZE
Ziv E
VC
Vachon CM
Chapter II

Abstract

Summary of the research findings

So far, 23 germline susceptibility loci have been associated with multiple myeloma (MM) risk. It is unclear whether the genetic variation associated with MM susceptibility also predisposes to its precursor, monoclonal gammopathy of undetermined significance (MGUS). Leveraging 2434 MM cases, 754 MGUS cases, and 2 independent sets of controls (2567/879), we investigated potential shared genetic susceptibility of MM and MGUS by (1) performing MM and MGUS genome-wide association studies (GWAS); (2) validating the association of a polygenic risk score (PRS) based on 23 established MM loci (MM-PRS) with risk of MM, and for the first time with MGUS; and (3) examining genetic correlation of MM and MGUS. Heritability and genetic estimates yielded 17% (standard error [SE] ±0.04) and 15% (SE ±0.11) for MM and MGUS risk, respectively, and a 55% (SE ±0.30) genetic correlation. The MM-PRS was associated with risk of MM when assessed continuously (odds ratio [OR], 1.17 per SD; 95% confidence interval [CI], 1.13-1.21) or categorically (OR, 1.70; 95% CI, 1.38-2.09 for highest; OR, 0.71; 95% CI, 0.55-0.90 for lowest compared with middle quintile). The MM-PRS was similarly associated with MGUS (OR, 1.19 per SD; 95% CI, 1.14-1.26 as a continuous measure, OR, 1.77, 95%CI: 1.29-2.43 for highest and OR, 0.70, 95%CI: 0.50-0.98 for lowest compared with middle quintile). MM and MGUS associations did not differ by age, sex, or MM immunoglobulin isotype. We validated a 23-SNP MM-PRS in an independent series of MM cases and provide evidence for its association with MGUS. Our results suggest shared common genetic susceptibility to MM and MGUS.

2,434 European ancestry cases, 2,705 European ancestry controls

Chapter III

Study Statistics

Key metrics and study information

5139
Total Participants
GWAS
Study Type
No
Replicated
European
Ancestry
U.S.
Recruitment Country
Chapter IV

Analysis

Comprehensive review of health and genetic findings

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