A plasma protein-based risk score to predict hip fractures.
Thomas R AustinMaria NethanderHoward A FinkAnna E TörnqvistDiana I JalalPetra BuzkovaJoshua I BarzilayLaura D CarboneMaiken E GabrielsenLouise GrahnemoTianyuan LuKristian HveemChristian JonassonJorge R KizerArnulf LanghammerKenneth J MukamalRobert E GersztenBruce M PsatyJohn A RobbinsYan V SunAnne Heidi SkogholtJohn A KanisHelena JohanssonBjørn Olav ÅsvoldRodrigo J ValderrábanoYufang BiJohn Brent RichardsEivind CowardClaes OhlssonPublished in: Nature aging (2024)
As there are effective treatments to reduce hip fractures, identification of patients at high risk of hip fracture is important to inform efficient intervention strategies. To obtain a new tool for hip fracture prediction, we developed a protein-based risk score in the Cardiovascular Health Study using an aptamer-based proteomic platform. The proteomic risk score predicted incident hip fractures and improved hip fracture discrimination in two Trøndelag Health Study validation cohorts using the same aptamer-based platform. When transferred to an antibody-based proteomic platform in a UK Biobank validation cohort, the proteomic risk score was strongly associated with hip fractures (hazard ratio per s.d. increase, 1.64; 95% confidence interval 1.53-1.77). The proteomic risk score, but not available polygenic risk scores for fractures or bone mineral density, improved the C-index beyond the fracture risk assessment tool (FRAX), which integrates information from clinical risk factors (C-index, FRAX 0.735 versus FRAX + proteomic risk score 0.776). The developed proteomic risk score constitutes a new tool for stratifying patients according to hip fracture risk; however, its improvement in hip fracture discrimination is modest and its clinical utility beyond FRAX with information on femoral neck bone mineral density remains to be determined.
Keyphrases
- hip fracture
- bone mineral density
- label free
- postmenopausal women
- end stage renal disease
- risk factors
- ejection fraction
- body composition
- newly diagnosed
- healthcare
- total hip arthroplasty
- high throughput
- prognostic factors
- cardiovascular disease
- public health
- health information
- peritoneal dialysis
- type diabetes
- protein protein
- small molecule
- magnetic nanoparticles
- risk assessment