A plasma protein-based risk score to predict hip fractures

被引:1
作者
Austin, Thomas R. [1 ]
Nethander, Maria [2 ,3 ]
Fink, Howard A. [4 ,5 ]
Tornqvist, Anna E. [2 ]
Jalal, Diana I. [6 ,7 ]
Buzkova, Petra [8 ]
Barzilay, Joshua I. [9 ]
Carbone, Laura [10 ,11 ]
Gabrielsen, Maiken E. [12 ]
Grahnemo, Louise [2 ]
Lu, Tianyuan [13 ,14 ,15 ]
Hveem, Kristian [12 ,16 ,17 ]
Jonasson, Christian [12 ]
Kizer, Jorge R. [18 ,19 ]
Langhammer, Arnulf [16 ,17 ]
Mukamal, Kenneth J. [20 ]
Gerszten, Robert E. [20 ]
Psaty, Bruce M. [1 ,21 ,22 ]
Robbins, John A. [23 ]
Sun, Yan V. [24 ]
Skogholt, Anne Heidi [12 ]
Kanis, John A. [25 ,26 ]
Johansson, Helena [2 ,26 ]
Asvold, Bjorn Olav [12 ,27 ]
Valderrabano, Rodrigo J. [28 ]
Zheng, Jie [29 ,30 ,31 ]
Richards, J. Brent [13 ,14 ,32 ,33 ,34 ,35 ]
Coward, Eivind [12 ]
Ohlsson, Claes [2 ,36 ]
机构
[1] Univ Washington, Cardiovasc Hlth Res Unit, Seattle, WA USA
[2] Univ Gothenburg, Sahlgrenska Acad, Sahlgrenska Osteoporosis Ctr, Ctr Bone & Arthrit Res,Inst Med,Dept Internal Med, Gothenburg, Sweden
[3] Univ Gothenburg, Sahlgrenska Acad, Bioinformat & Data Ctr, Gothenburg, Sweden
[4] VA Hlth Care Syst, Geriatr Res Educ & Clin Ctr, Minneapolis, MN USA
[5] Univ Minnesota, Dept Med, Minneapolis, MN USA
[6] Carver Coll Med, Dept Internal Med, Div Nephrol, Iowa City, IA USA
[7] Iowa City VA Med Ctr, Iowa City, IA USA
[8] Univ Washington, Dept Biostat, Seattle, WA USA
[9] Kaiser Permanente Georgia, Div Endocrinol, Atlanta, GA USA
[10] Charlie Norwood VAMC, Augusta, GA USA
[11] Augusta Univ, Med Coll Georgia, Dept Med, Div Rheumatol, Augusta, GA USA
[12] Norwegian Univ Sci & Technol, HUNT Ctr Mol & Clin Epidemiol, Dept Publ Hlth & Nursing, Trondheim, Norway
[13] Jewish Gen Hosp, Lady Davis Inst Med Res, Montreal, PQ, Canada
[14] McGill Univ, Quantitat Life Sci Program, Montreal, PQ, Canada
[15] 5 Prime Sci Inc, Montreal, PQ, Canada
[16] HUNT Res Ctr, NTNU, Levanger, Norway
[17] Levanger Hosp, Nord Trondelag Hosp Trust, Levanger, Norway
[18] Cardiol Sect, San Francisco VA Hlth Care Syst, San Francisco, CA USA
[19] Univ Calif San Francisco, Dept Med Epidemiol & Biostat, San Francisco, CA USA
[20] Beth Israel Deaconess Med Ctr, Dept Med, Brookline, MA USA
[21] Univ Washington, Dept Med Epidemiol & Hlth Syst, Seattle, WA USA
[22] Univ Washington, Dept Populat Hlth, Seattle, WA USA
[23] Univ Calif Davis, Dept Med, Davis, CA USA
[24] Emory Univ, Rollins Sch Publ Hlth, Dept Epidemiol, Atlanta, GA USA
[25] Univ Sheffield, Med Sch, Ctr Metab Bone Dis, Sheffield, England
[26] Australian Catholic Univ, Mary McKillop Inst Hlth Res, Melbourne, Vic, Australia
[27] Trondheim Reg & Univ Hosp, St Olavs Hosp, Dept Endocrinol, Clin Med, Trondheim, Norway
[28] Harvard Med Sch, Res Program Mens Hlth Aging & Metab, Brigham & Womens Hosp, Boston, MA USA
[29] Shanghai Jiao Tong Univ, Ruijin Hosp, Shanghai Inst Endocrine & Metab Dis, Dept Endocrine & Metab Dis,Sch Med, Shanghai, Peoples R China
[30] Shanghai Jiao Tong Univ, Shanghai Natl Clin Res Ctr Metab Dis, Key Lab Endocrine & Metab Dis, Shanghai Digital Med Innovat Ctr,Natl Hlth Commiss, Shanghai, Peoples R China
[31] Univ Bristol, Bristol Med Sch, MRC Integrat Epidemiol Unit IEU, Oakfield House, Bristol, England
[32] McGill Univ, Dept Human Genet, Montreal, PQ, Canada
[33] McGill Univ, Dept Epidemiol Biostat & Occupat Hlth, Montreal, PQ, Canada
[34] McGill Univ, Dept Med, Montreal, PQ, Canada
[35] Kings Coll London, Dept Twin Res, London, England
[36] Sahlgrens Univ Hosp, Dept Drug Treatment, Reg Vastra Gotaland, Gothenburg, Sweden
来源
NATURE AGING | 2024年 / 4卷 / 08期
基金
瑞典研究理事会;
关键词
BONE-MINERAL DENSITY; METAANALYSIS; FRAX; POPULATION; LOCI; BMD; IDENTIFICATION; VALIDATION; COHORT; HUNT;
D O I
10.1038/s43587-024-00639-7
中图分类号
Q2 [细胞生物学];
学科分类号
071009 ; 090102 ;
摘要
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 Tr & oslash;ndelag 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. The authors developed a proteomic risk score that improved the prediction of hip fractures in three validation cohorts analyzed by two different proteomic platforms. This risk score constitutes a new tool to stratify patients by hip fracture risk.
引用
收藏
页码:1064 / 1075
页数:18
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