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Sex, overweight\/obesity, heavy drinking, and aging all increase risk. Common dysfunctional variants (polymorphisms) in the\n                    <jats:italic>ABCG2\/BCRP<\/jats:italic>\n                    gene are major genetic causes of gout\/hyperuricemia. Early management would thus have potential benefits for public health. Several studies report the effectiveness of nurse-led care for gout management. We evaluate here the individual and population genetic effects of\n                    <jats:italic>ABCG2<\/jats:italic>\n                    in 9244 Japanese study participants, in all of whom\n                    <jats:italic>ABCG2<\/jats:italic>\n                    variants had a higher population-attributable fraction (PAF; approximately 30%) for progression of hyperuricemia than those for other typical environmental risk factors (overweight\/obesity, heavy drinking, and aging). PAFs for aging in males and heavy drinking in females were not significant. All these factors also showed significant individual risk of increased SUA level, and\n                    <jats:italic>ABCG2<\/jats:italic>\n                    variants had sufficient effect size to allow them to be converted into other environmental factors. To implement genome-personalized nursing, we then mapped onto the process a theoretical framework that is based on a psychological model from behavioral change theory. Because the present results for convertibility will improve the predictability of genetic effects, cognitive interventions by nurses based on individual variants could therefore encourage both inducements of behavioral change: efficacy expectations (self-efficacy) and outcome expectations. We conclude that the framework would function effectively based on cognitive interventions by nurses\/paramedics. This theoretical framework has potential as a basis for implementing genome-personalized prevention, medicine and nursing of gout\/hyperuricemia, and for optimizing nurse-led care.\n                  <\/jats:p>","DOI":"10.1007\/s13577-025-01310-y","type":"journal-article","created":{"date-parts":[[2025,12,26]],"date-time":"2025-12-26T10:01:49Z","timestamp":1766743309000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["Dysfunctional variants of ABCG2 create strong individual and population risks for progression of hyperuricemia: the potential for implementation of genome-personalized 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