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A plasma protein-based risk score to predict hip fractures

Thomas R. Austin, Maria Nethander, Howard A Fink, Anna E. Törnqvist, Diana Jalal, Petra Bůžková, Joshua I. Barzilay, Laura Carbone, Maiken E. Gabrielsen, Louise Grahnemo, Tianyuan Lu, Kristian Hveem, Christian Jonasson, Jorge R. Kizer, Arnulf Langhammer

Nature Aging · 2024 · ▲ 14 citations

Abstract

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.

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OpenAlex
DOI
10.1038/s43587-024-00639-7
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2026-07-25 MST

Cite this

APA
Austin, T.R., Nethander, M., Fink, H.A., Törnqvist, A.E., Jalal, D., Bůžková, P., Barzilay, J.I., Carbone, L., Gabrielsen, M.E., Grahnemo, L., Lu, T., Hveem, K., Jonasson, C., Kizer, J.R., Langhammer, A., Mukamal, K.J., Gerszten, R.E., Psaty, B.M., Robbins, J.A., &amp; Sun, Y.V. (2024). A plasma protein-based risk score to predict hip fractures. <em>Nature Aging</em>. https://doi.org/10.1038/s43587-024-00639-7
Vancouver
Austin TR, Nethander M, Fink HA, Törnqvist AE, Jalal D, Bůžková P, et al. A plasma protein-based risk score to predict hip fractures. Nature Aging. 2024. doi:10.1038/s43587-024-00639-7.
BibTeX
@article{thomas2024Aplasm, title = {A plasma protein-based risk score to predict hip fractures}, author = {Thomas R. Austin and Maria Nethander and Howard A Fink and Anna E. Törnqvist and Diana Jalal and Petra Bůžková and Joshua I. Barzilay and Laura Carbone and Maiken E. Gabrielsen and Louise Grahnemo and Tianyuan Lu and Kristian Hveem and Christian Jonasson and Jorge R. Kizer and Arnulf Langhammer and Kenneth J. Mukamal and Robert E. Gerszten and Bruce M. Psaty and John A. Robbins and Yan V. Sun and Anne Heidi Skogholt and John А. Kanis and Helena Johansson and Bjørn Olav Åsvold and Rodrigo J. Valderrábano}, journal = {Nature Aging}, year = {2024}, doi = {10.1038/s43587-024-00639-7}, }

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