To the editor:

Common inherited genetic variants associated with disease risk may uncover important biological mechanisms behind neoplastic development. Here, we report a novel susceptibility locus associated with multiple myeloma (MM) risk and an additional promising locus, and we replicate 6 previously published associations.

Germ line DNA was isolated from leukapheresis products obtained from a test set of 972 newly diagnosed patients of European ancestry with MM and from a validation set of 252 more recent patients treated at the Myeloma Institute for Research and Therapy. In the test set, genotyping was performed using Illumina HumanOmni1-Quad BeadChips, and genotypes have been submitted to the database of Genotypes and Phenotypes (accession no. phs000545.v1.p1). Control data for our study were downloaded from the database of Genotypes and Phenotypes and consisted of 1064 unrelated cancer-free patients of European ancestry recruited in the south-central United States for the High Density Single Nucleotide Polymorphism (SNP) Association Analysis of Melanoma (accession no. phs000187.v1.p1).1 

We excluded SNPs with greater than 2% missingness or with minor allele frequency less than 1%, as well as SNPs that violated Hardy-Weinberg equilibrium (P < .001) among control patients. We removed 2 SNPs strongly suspected of genotyping error because of unusual patterns of segregation in genotype clustering plots (see supplemental Data, available on the Blood Web site) and highly significant risk associations (P < 10−22) in regions containing no other risk-associated SNPs. The resulting data included 972 case subjects, 1064 control subjects, and 777 681 SNPs. Gene expression profiling on CD138-selected plasma cells was available for a subset of 650 patients.2  The validation set of 252 patients was genotyped at selected SNPs by LGC Genomics, LLC (Beverly, MA), using quantitative PCR (polymerase chain reaction).

The genomic scan identified 2 regions containing multiple SNPs with significant association with MM risk (P < 10−5). The most significant genetic variant was a SNP located in 2q12.3 (rs12614346; P = 7.1 × 10−7; odds ratio, 1.39) upstream of the ST6 β-galactosamide α-2,6-sialyltranferase 2 (ST6GAL2) gene, which encodes a sialyltransferase that catalyzes the transfer of sialic acid from cytidine monophosphate to an oligosaccharide substrate. Sialic acids are expressed on the cell surface and play a fundamental role in cell–cell and cell–microenvironment interactions. The protein encoded by the gene is widely distributed in normal human tissue, and its expression is increased by cytokines such as interleukin 6.3  The risk association was replicated by the validation sample of 252 patients (Table 1; P = .007). There was no relationship between the risk allele and expression of ST6GAL2 in CD138-selected plasma cells.

Table 1

Two novel SNPs associated with MM risk

SNPRisk alleleMM casesControlsORP*P
NGenotypesRAFNGenotypesRAF
rs12614346 (2q12.3)  AA AG GG   AA AG GG     
 Discovery  972 126 462 384 0.37 1064 89 449 526 0.29 1.39 7.1E−07 1.7E−05 
 Replication  249 38 102 109 0.36      1.33 .007  
rs73486634 (9q22.33)  GG GA AA   GG GA AA     
 Discovery  971 85 881 0.05 1064 47 1017 0.02 2.28 4.7E−06 6.3E−04 
 Replication  249 14 235 0.03      1.28 .416  
SNPRisk alleleMM casesControlsORP*P
NGenotypesRAFNGenotypesRAF
rs12614346 (2q12.3)  AA AG GG   AA AG GG     
 Discovery  972 126 462 384 0.37 1064 89 449 526 0.29 1.39 7.1E−07 1.7E−05 
 Replication  249 38 102 109 0.36      1.33 .007  
rs73486634 (9q22.33)  GG GA AA   GG GA AA     
 Discovery  971 85 881 0.05 1064 47 1017 0.02 2.28 4.7E−06 6.3E−04 
 Replication  249 14 235 0.03      1.28 .416  

OR, odds ratio; RAF, risk allele frequency.

*

Cochran-Armitage trend test.

Logistic regression assuming additive inheritance and including 4 genome-wide multidimensional scaling parameters as covariates.

At the 9q22.33 locus, the most significant association was at rs73486634 (P = 4.7 × 10−6; odds ratio, 2.28), located both between and upstream from the genes forkhead box E1 (FOXE1) and xeroderma pigmentosum, complementation group A (XPA). FOXE1 is an intronless gene belonging to the forkhead family of transcription factors, and changes in the gene may be involved in carcinogenesis.4 XPA encodes a zinc finger protein that participates in DNA nucleotide excision repair of DNA toxicants,5  and variants in XPA are associated with lung and colorectal cancer.6,7  Gene expression of FOXE1, but not XPA, was significantly lower among risk allele carriers (P = .026). The validation sample failed to replicate the association with statistical significance because of the SNP’s low minor allele frequency (Table 1; P = .416).

We also replicated 6 of 7 previously published genome-wide association study–discovered MM associations8,9  (P < .05; supplemental Data). In the current study, we studied risk-associated genotypes from patients eligible for high-dose melphalan (mean age, 57.7 years; mean age at diagnosis for patients in the MyelomA Genetics International Consortium [MAGIC],9  61.0 years). In MM, an age-related risk has been shown for genetic variants in the IL6 gene.10  Along with the geographic difference between study populations and the known heterogeneity of MM disease, this may explain why our currently reported associations have not previously been identified. Our current study strengthens the evidence for 6 previously identified susceptibility loci and introduces 2 novel loci toward a greater understanding of the genetic etiology of multiple myeloma.

The online version of this article contains a data supplement.

Acknowledgments: The authors gratefully acknowledge the support of the National Institutes of Health/National Institute of Nursing Research (grant 5-RC2NR011945), the University of Arkansas for Medical Sciences Translational Research Institute at the University of Arkansas for Medical Sciences (grant 1UL1RR029884), the Elizabeth Stanley Cooper Chair in Oncology Nursing, the Research Fund at Region Sjaelland, Denmark, the Danish Cancer Union, Familien Hede Nielsens Fond, and the University of Arkansas for Medical Sciences Medical Research Foundation.

Contribution: S.W.E. and A.J.V. conceived and designed the research and wrote the manuscript; S.S.C. and N.S. collected and verified clinical and gene expression profiling data; V.R.R., O.W.S., and J.Y.L. generated and verified genotype data; S.W.E. and I.D. performed statistical analyses; and A.J.V., E.A.C., J.A.G., S.A., D.Z., J.E., and C.J.H. interpreted results.

Conflict-of-interest disclosure: The authors declare no competing financial interests.

Correspondence: Stephen W. Erickson, Department of Biostatistics, University of Arkansas for Medical Sciences, 4301 W Markham St #781, Little Rock, AR 72205-7199; e-mail: SErickson@uams.edu.

1
Li
 
C
Zhao
 
H
Hu
 
Z
, et al. 
Genetic variants and haplotypes of the caspase-8 and caspase-10 genes contribute to susceptibility to cutaneous melanoma.
Hum Mutat
2008
, vol. 
29
 
12
(pg. 
1443
-
1451
)
2
Zhan
 
F
Hardin
 
J
Kordsmeier
 
B
, et al. 
Global gene expression profiling of multiple myeloma, monoclonal gammopathy of undetermined significance, and normal bone marrow plasma cells.
Blood
2002
, vol. 
99
 
5
(pg. 
1745
-
1757
)
3
Groux-Degroote
 
S
Krzewinski-Recchi
 
M-A
Cazet
 
A
, et al. 
IL-6 and IL-8 increase the expression of glycosyltransferases and sulfotransferases involved in the biosynthesis of sialylated and/or sulfated Lewisx epitopes in the human bronchial mucosa.
Biochem J
2008
, vol. 
410
 
1
(pg. 
213
-
223
)
4
Katoh
 
M
Igarashi
 
M
Fukuda
 
H
Nakagama
 
H
Katoh
 
M
Cancer genetics and genomics of human FOX family genes.
Cancer Lett
2013
, vol. 
328
 
2
(pg. 
198
-
206
)
5
Park
 
GB
Kim
 
YS
Kim
 
D
, et al. 
Melphalan-induced apoptosis of EBV-transformed B cells through upregulation of TAp73 and XAF1 and nuclear import of XPA.
J Immunol
2013
, vol. 
191
 
12
(pg. 
6281
-
6291
)
6
Vogel
 
U
Overvad
 
K
Wallin
 
H
Tjønneland
 
A
Nexø
 
BA
Raaschou-Nielsen
 
O
Combinations of polymorphisms in XPD, XPC and XPA in relation to risk of lung cancer.
Cancer Lett
2005
, vol. 
222
 
1
(pg. 
67
-
74
)
7
Hansen
 
RD
Sørensen
 
M
Tjønneland
 
A
, et al. 
XPA A23G, XPC Lys939Gln, XPD Lys751Gln and XPD Asp312Asn polymorphisms, interactions with smoking, alcohol and dietary factors, and risk of colorectal cancer.
Mutat Res
2007
, vol. 
619
 
1-2
(pg. 
68
-
80
)
8
Broderick
 
P
Chubb
 
D
Johnson
 
DC
, et al. 
Common variation at 3p22.1 and 7p15.3 influences multiple myeloma risk.
Nat Genet
2012
, vol. 
44
 
1
(pg. 
58
-
61
)
9
Chubb
 
D
Weinhold
 
N
Broderick
 
P
, et al. 
Common variation at 3q26.2, 6p21.33, 17p11.2 and 22q13.1 influences multiple myeloma risk.
Nat Genet
2013
, vol. 
45
 
10
(pg. 
1221
-
1225
)
10
Martino
 
A
Buda
 
G
Maggini
 
V
, et al. 
Could age modify the effect of genetic variants in IL6 and TNF-α genes in multiple myeloma?
Leuk Res
2012
, vol. 
36
 
5
(pg. 
594
-
597
)
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