TY - JOUR
T1 - Genetic regulation of spermine oxidase activity and cancer risk: a Mendelian randomization study
AU - Fadista, João
AU - Yakimov, Victor
AU - Võsa, Urmo
AU - Hansen, Christine S
AU - Kasela, Silva
AU - Skotte, Line
AU - Geller, Frank
AU - Courraud, Julie
AU - Esko, Tõnu
AU - Kukuškina, Viktorija
AU - Buil, Alfonso
AU - Melbye, Mads
AU - Werge, Thomas M
AU - Hougaard, David M
AU - Milani, Lili
AU - Bybjerg-Grauholm, Jonas
AU - Cohen, Arieh S
AU - Feenstra, Bjarke
N1 - © 2021. The Author(s).
PY - 2021/12
Y1 - 2021/12
N2 - Spermine oxidase (SMOX) catalyzes the oxidation of spermine to spermidine. Observational studies have reported SMOX as a source of reactive oxygen species associated with cancer, implying that inhibition of SMOX could be a target for chemoprevention. Here we test causality of SMOX levels with cancer risk using a Mendelian randomization analysis. We performed a GWAS of spermidine/spermine ratio to identify genetic variants associated with regulation of SMOX activity. Replication analysis was performed in two datasets of SMOX gene expression. We then did a Mendelian randomization analysis by testing the association between the SMOX genetic instrument and neuroblastoma, gastric, lung, breast, prostate, and colorectal cancers using GWAS summary statistics. GWAS of spermidine/spermine ratio identified SMOX locus (P = 1.34 × 10-49) explaining 32% of the variance. The lead SNP rs1741315 was also associated with SMOX gene expression in newborns (P = 8.48 × 10-28) and adults (P = 2.748 × 10-8) explaining 37% and 6% of the variance, respectively. Genetically determined SMOX activity was not associated with neuroblastoma, gastric, lung, breast, prostate nor colorectal cancer (P > 0.05). A PheWAS of rs1741315 did not reveal any relevant associations. Common genetic variation in the SMOX gene was strongly associated with SMOX activity in newborns, and less strongly in adults. Genetic down-regulation of SMOX was not significantly associated with lower odds of neuroblastoma, gastric, lung, breast, prostate and colorectal cancer. These results may inform studies of SMOX inhibition as a target for chemoprevention.
AB - Spermine oxidase (SMOX) catalyzes the oxidation of spermine to spermidine. Observational studies have reported SMOX as a source of reactive oxygen species associated with cancer, implying that inhibition of SMOX could be a target for chemoprevention. Here we test causality of SMOX levels with cancer risk using a Mendelian randomization analysis. We performed a GWAS of spermidine/spermine ratio to identify genetic variants associated with regulation of SMOX activity. Replication analysis was performed in two datasets of SMOX gene expression. We then did a Mendelian randomization analysis by testing the association between the SMOX genetic instrument and neuroblastoma, gastric, lung, breast, prostate, and colorectal cancers using GWAS summary statistics. GWAS of spermidine/spermine ratio identified SMOX locus (P = 1.34 × 10-49) explaining 32% of the variance. The lead SNP rs1741315 was also associated with SMOX gene expression in newborns (P = 8.48 × 10-28) and adults (P = 2.748 × 10-8) explaining 37% and 6% of the variance, respectively. Genetically determined SMOX activity was not associated with neuroblastoma, gastric, lung, breast, prostate nor colorectal cancer (P > 0.05). A PheWAS of rs1741315 did not reveal any relevant associations. Common genetic variation in the SMOX gene was strongly associated with SMOX activity in newborns, and less strongly in adults. Genetic down-regulation of SMOX was not significantly associated with lower odds of neuroblastoma, gastric, lung, breast, prostate and colorectal cancer. These results may inform studies of SMOX inhibition as a target for chemoprevention.
KW - Adult
KW - Gene Expression Regulation, Enzymologic
KW - Gene Expression Regulation, Neoplastic
KW - Genetic Predisposition to Disease
KW - Humans
KW - Infant, Newborn
KW - Mendelian Randomization Analysis/methods
KW - Neoplasms/etiology
KW - Oxidoreductases Acting on CH-NH Group Donors/genetics
KW - Phenotype
KW - Polymorphism, Single Nucleotide
KW - Quantitative Trait Loci
UR - http://www.scopus.com/inward/record.url?scp=85113945237&partnerID=8YFLogxK
U2 - 10.1038/s41598-021-97069-x
DO - 10.1038/s41598-021-97069-x
M3 - Journal article
C2 - 34465810
SN - 2045-2322
VL - 11
JO - Scientific Reports
JF - Scientific Reports
IS - 1
M1 - 17463
ER -