Evidence map›Paper›PMID 38477735›Full record

SynthesisJournal of bone and mineral research : the official journal of the American Society for Bone and Mineral Research2024

Large-scale circulating proteome association study (CPAS) meta-analysis identifies circulating proteins and pathways predicting incident hip fractures.

Thomas R Austin, Howard A Fink, Diana I Jalal, Anna E Törnqvist, Petra Buzkova, Joshua I Barzilay, Tianyuan Lu, Laura Carbone, Maiken E Gabrielsen, Louise Grahnemo and 17 more

Open access · hybridAbstract readMeta-Analysis
In one paragraph

Synthesis in Journal of bone and mineral research : the official journal of the American Society for Bone and Mineral Research, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing papers in PubMed
2.9field-weighted citation impact, top 11% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

7 citing papers in PubMed, 6 citations in OpenAlex.

  1. Review
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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

27 authors at 17 institutions in 7 countries.

Thomas R AustinCardiovascular Health Research Unit, University of Washington, Seattle, WA, 98195, United States.
Howard A FinkGeriatric Research Education and Clinical Center, VA Health Care System, Minneapolis, MN, 56401, United States.ORCID 0000-0002-5985-5447
Diana I JalalDivision of Nephrology, Department of Internal Medicine, Carver College of Medicine, Iowa City, IA, 52242, United States.
Anna E TörnqvistDepartment of Internal Medicine and Clinical Nutrition, Institute of Medicine, Sahlgrenska Osteoporosis Centre, Centre for Bone and Arthritis Research at the Sahlgrenska Academy, University of Gothenburg, 413 45, Gothenburg, Sweden.ORCID 0000-0003-2621-9038
Petra BuzkovaDepartment of Biostatistics, University of Washington, Seattle, WA, 98115, United States.
Joshua I BarzilayDivision of Endocrinology, Kaiser Permanente of Georgia, Atlanta, GA, 30339, United States.
Tianyuan LuLady Davis Institute for Medical Research, Jewish General Hospital, Montreal, Quebec, H3T 1E2, Canada.ORCID 0000-0002-5664-5698
Laura CarboneCharlie Norwood VAMC, Augusta, GA, 30901, United States.ORCID 0000-0003-1007-5949
Maiken E GabrielsenDepartment of Public Health and Nursing, K.G. Jebsen Center for Genetic Epidemiology, Norwegian University of Science and Technology, 7491, Trondheim, Norway.
Louise GrahnemoDepartment of Internal Medicine and Clinical Nutrition, Institute of Medicine, Sahlgrenska Osteoporosis Centre, Centre for Bone and Arthritis Research at the Sahlgrenska Academy, University of Gothenburg, 413 45, Gothenburg, Sweden.ORCID 0000-0001-5276-6612
Kristian HveemDepartment of Public Health and Nursing, K.G. Jebsen Center for Genetic Epidemiology, Norwegian University of Science and Technology, 7491, Trondheim, Norway.
Christian JonassonDepartment of Public Health and Nursing, K.G. Jebsen Center for Genetic Epidemiology, Norwegian University of Science and Technology, 7491, Trondheim, Norway.
Jorge R KizerCardiology Section, San Francisco VA Health Care System, San Francisco, CA, 94121, United States.
Arnulf LanghammerHUNT Research Centre, NTNU, 7600, Levanger, Norway.
Kenneth J MukamalDepartment of Medicine, Beth Israel Deaconess Medical Center, Brookline, MA, 2446, United States.
Robert E GersztenDepartment of Medicine, Beth Israel Deaconess Medical Center, Brookline, MA, 2446, United States.
Maria NethanderDepartment of Internal Medicine and Clinical Nutrition, Institute of Medicine, Sahlgrenska Osteoporosis Centre, Centre for Bone and Arthritis Research at the Sahlgrenska Academy, University of Gothenburg, 413 45, Gothenburg, Sweden.
Bruce M PsatyCardiovascular Health Research Unit, University of Washington, Seattle, WA, 98195, United States.
John A RobbinsDepartment of Medicine, University of California, Davis, CA, 95817, United States.
Yan V SunDepartment of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA, 30322, United States.
Anne Heidi SkogholtDepartment of Public Health and Nursing, K.G. Jebsen Center for Genetic Epidemiology, Norwegian University of Science and Technology, 7491, Trondheim, Norway.
Bjørn Olav ÅsvoldDepartment of Public Health and Nursing, K.G. Jebsen Center for Genetic Epidemiology, Norwegian University of Science and Technology, 7491, Trondheim, Norway.
Rodrigo J ValderrabanoResearch Program in Men's Health, Aging and Metabolism, Harvard Medical School, Brigham and Women's Hospital, Boston, MA, 2130, United States.
Jie ZhengDepartment of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Shanghai Jiao Tong University School of Medicine, Ruijin Hospital, Shanghai, 200025, China.
J Brent RichardsLady Davis Institute for Medical Research, Jewish General Hospital, Montreal, Quebec, H3T 1E2, Canada.ORCID 0000-0002-3746-9086
Eivind CowardDepartment of Public Health and Nursing, K.G. Jebsen Center for Genetic Epidemiology, Norwegian University of Science and Technology, 7491, Trondheim, Norway.
Claes OhlssonDepartment of Internal Medicine and Clinical Nutrition, Institute of Medicine, Sahlgrenska Osteoporosis Centre, Centre for Bone and Arthritis Research at the Sahlgrenska Academy, University of Gothenburg, 413 45, Gothenburg, Sweden.
Norwegian University of Science and Technology · NOUniversity of Gothenburg · SEUniversity of Washington · USBeth Israel Deaconess Medical Center · USAugusta University · USBrigham and Women's Hospital · USEmory University · USGeriatric Research Education and Clinical Center · USHealth Canada · CAJewish General Hospital · CAKaiser Permanente · USLevanger Hospital · NOSahlgrenska University Hospital · SEShanghai Jiao Tong University · CNUniversity of California, Davis · USUniversity of California, San Francisco · USUniversity of Iowa · US

Funding

Exceptional Survival: Trajectories to Functional Aging (CHS All Stars)R01AG023629 · NIA · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI NEWMAN, ANNE B. · 2004 to 2016
$9.5M
CARDIOVASCULAR HEALTH STUDY (CHS) - TASK AREA C, STUDY CLOSEOUT75N92021D00006 · NHLBI · UNIVERSITY OF WASHINGTON · PI PSATY, BRUCE · 2021 to 2024
$8.4M
CHS research resources for the cardiovascular health of older adultsU01HL130114 · NHLBI · UNIVERSITY OF WASHINGTON · PI BURKE, GREGORY L, KRONMAL, RICHARD A · 2016 to 2019
$6.6M
Plasma proteomics in CHS and population biologyR01HL144483 · NHLBI · UNIVERSITY OF WASHINGTON · PI DURDA, JON PETER, GERSZTEN, ROBERT E · 2019 to 2022
$6.0M
CHS Events Follow-up StudyU01HL080295 · NHLBI · UNIVERSITY OF WASHINGTON · PI PSATY, BRUCE M · 2005 to 2008
$4.6M
Role of EIIIA fibronectin in pulmonary fibrosisR01HL085083 · NHLBI · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI WHITE, ERIC S · 2007 to 2011
$1.9M
CORONARY HEART DISEASE &STROKE IN PEOPLE AGED 65-84N01HC085083 · HC · UNIVERSITY OF CALIFORNIA DAVIS · PI ROBBINS, JOHN A · 1988 to 1999
–
CENTRAL BLOOD ANALYSIS LABORATORY FOR CHSN01HC085086 · HC · UNIVERSITY OF VERMONT &ST AGRIC COLLEGE · PI TRACY, RUSSELL P · 1988 to 2000
–
CORONARY HEART DISEASE &STROKE IN PEOPLE AGED 65 TO 84N01HC085079 · HC · UNIVERSITY OF WASHINGTON · 1988 to 2005
–
CORONARY HEART DISEASE &STROKE IN THE ELDERLYN01HC085080 · HC · WAKE FOREST UNIVERSITY · PI BURKE, GREGORY L · 1988 to 2000
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CHS-Transition Phase -268055222-268055222N01HC055222 · HC · UNIVERSITY OF WASHINGTON · PI KRONMAL, RICHARD A · 2005 to 2006
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CORONARY HEART DISEASE &STROKE IN PEOPLE AGED 65-84N01HC085081 · HC · JOHNS HOPKINS UNIVERSITY · PI FRIED, LINDA P · 1988 to 2000
–
NHLBI NIH HHS 75N92021D00006NHLBI NIH HHS HHSN268200800007CNHLBI NIH HHS HHSN268201200036CNHLBI NIH HHS HHSN268201800001CNHLBI NIH HHS N01 HC055222NHLBI NIH HHS N01 HC085079NHLBI NIH HHS N01 HC085080NHLBI NIH HHS N01 HC085081NHLBI NIH HHS N01 HC085082NHLBI NIH HHS N01 HC085083NHLBI NIH HHS N01 HC085086NHLBI NIH HHS R01 HL144483NHLBI NIH HHS U01 HL080295NHLBI NIH HHS U01 HL130114NIA NIH HHS R01 AG023629NINDS NIH HHS R01AG023629
6 · The paper itself

Abstract

Hip fractures are associated with significant disability, high cost, and mortality. However, the exact biological mechanisms underlying susceptibility to hip fractures remain incompletely understood. In an exploratory search of the underlying biology as reflected through the circulating proteome, we performed a comprehensive Circulating Proteome Association Study (CPAS) meta-analysis for incident hip fractures. Analyses included 6430 subjects from two prospective cohort studies (Cardiovascular Health Study and Trøndelag Health Study) with circulating proteomics data (aptamer-based 5 K SomaScan version 4.0 assay; 4979 aptamers). Associations between circulating protein levels and incident hip fractures were estimated for each cohort using age and sex-adjusted Cox regression models. Participants experienced 643 incident hip fractures. Compared with the individual studies, inverse-variance weighted meta-analyses yielded more statistically significant associations, identifying 23 aptamers associated with incident hip fractures (conservative Bonferroni correction 0.05/4979, P < 1.0 × 10-5). The aptamers most strongly associated with hip fracture risk corresponded to two proteins of the growth hormone/insulin growth factor system (GHR and IGFBP2), as well as GDF15 and EGFR. High levels of several inflammation-related proteins (CD14, CXCL12, MMP12, ITIH3) were also associated with increased hip fracture risk. Ingenuity pathway analysis identified reduced LXR/RXR activation and increased acute phase response signaling to be overrepresented among those proteins associated with increased hip fracture risk. These analyses identified several circulating proteins and pathways consistently associated with incident hip fractures. These findings underscore the usefulness of the meta-analytic approach for comprehensive CPAS in a similar manner as has previously been observed for large-scale human genetic studies. Future studies should investigate the underlying biology of these potential novel drug targets.

Indexed as

Hip FracturesProteomeAgedBlood ProteinsFemaleHumansIncidenceMaleRisk FactorsBlood ProteinsProteomehip fractureLXR/RXRmeta-analysisosteoporosisproteomics

Identifiers

PMID38477735
PMCPMC11070286
OpenAlexW4390533242

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.