Evidence map›Paper›PMID 36215068›Full record

ArticleJAMA network open2022

Association of Multimorbidity and Excess Mortality After Fractures Among Danish Adults.

Thach Tran, Dana Bliuc, Thao Ho-Le, Bo Abrahamsen, Joop P van den Bergh, Weiwen Chen, John A Eisman, Piet Geusens, Louise Hansen, Peter Vestergaard and 3 more

Abstract read
In one paragraph

Article in JAMA network open, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers.

0numbers the graph read from it
0cells of the map it votes in
18citing papers in PubMed
–field-weighted citation impact
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

18 citing papers in PubMed.

  1. Observational
  2. Multimorbidity patterns among fragility fracture patients aged 50 + years in China and the US.Osteoporosis international : a journal established as result of cooperation between the European Foundation for Osteoporosis and the National Osteoporosis Foundation of the USA · 2026
    Article
  3. Article
  4. Article
  5. Observational
  6. Article
  7. Article
  8. Review
  9. Social media use and mental health among older adults with multimorbidity: the role of self-care efficacy.Journal of the American Medical Informatics Association : JAMIA · 2024
    Article
  10. Review
  11. Opportunistically identifiable vertebral fractures on routine radiological imaging predict mortality: observational cohort study.Osteoporosis international : a journal established as result of cooperation between the European Foundation for Osteoporosis and the National Osteoporosis Foundation of the USA · 2024
    Observational
  12. Article
  13. Article
  14. Review
  15. Article
  16. Interactions Between HR-pQCT Bone Density and DJournal of bone and mineral research : the official journal of the American Society for Bone and Mineral Research · 2023
    Article
  17. Article
  18. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

13 authors.

Thach TranSkeletal Diseases Program, Garvan Institute of Medical Research, Sydney, New South Wales, Australia.
Dana BliucSkeletal Diseases Program, Garvan Institute of Medical Research, Sydney, New South Wales, Australia.
Thao Ho-LeFaculty of Engineering and Information Technology, Ha Tinh University, Ha Tinh, Vietnam.
Bo AbrahamsenDepartment of Medicine, Holbæk Hospital, Holbæk, Denmark.
Joop P van den BerghResearch School NUTRIM (Nutrition and Translational Research in Metabolism), Subdivision of Rheumatology, Department of Internal Medicine, Maastricht University Medical Center, Maastricht, the Netherlands.
Weiwen ChenSkeletal Diseases Program, Garvan Institute of Medical Research, Sydney, New South Wales, Australia.
John A EismanSkeletal Diseases Program, Garvan Institute of Medical Research, Sydney, New South Wales, Australia.
Piet GeusensResearch School CAPHRI (Care and Public Health Research Institute), Subdivision of Rheumatology, Department of Internal Medicine, Maastricht University Medical Center, Maastricht, the Netherlands.
Louise HansenKontraktenheden, North Denmark Region, Aalborg, Denmark.
Peter VestergaardDepartment of Clinical Medicine, Aalborg University, Aalborg, Denmark.
Tuan V NguyenSchool of Biomedical Engineering, University of Technology, Sydney, New South Wales, Australia.
Robert D BlankSkeletal Diseases Program, Garvan Institute of Medical Research, Sydney, New South Wales, Australia.
Jacqueline R CenterSkeletal Diseases Program, Garvan Institute of Medical Research, Sydney, New South Wales, Australia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Importance: Limited knowledge about interactions among health disorders impedes optimal patient care. Because comorbidities are common among patients 50 years and older with fractures, these fractures provide a useful setting for studying interactions among disorders. Objective: To define multimorbidity clusters at the time of fracture and quantify the interaction between multimorbidity and fracture in association with postfracture excess mortality. Design, Setting, and Participants: This nationwide cohort study included 307 870 adults in Denmark born on or before January 1, 1951, who had an incident low-trauma fracture between January 1, 2001, and December 31, 2014, and were followed up through December 31, 2016. Data were analyzed from February 1 to March 31, 2022. Main Outcomes and Measures: Fracture and 32 predefined chronic diseases recorded within 5 years before the index fracture were identified from the Danish National Hospital Discharge Register. Death was ascertained from the Danish Register on Causes of Death. Latent class analysis was conducted to identify multimorbidity clusters. Relative survival analysis was used to quantify excess mortality associated with the combination of multimorbidity and fractures at specific sites. Results: Among the 307 870 participants identified with incident fractures, 95 372 were men (31.0%; mean [SD] age at fracture, 72.3 [11.2] years) and 212 498 were women (69.0%; mean [SD] age at fracture, 74.9 [11.2] years). During a median of 6.5 (IQR, 3.0-11.0) years of follow-up, 41 017 men (43.0%) and 81 727 women (38.5%) died. Almost half of patients with fractures (42.9%) had at least 2 comorbidities. Comorbidities at fracture were categorized as low-multimorbidity (60.5% in men and 66.5% in women), cardiovascular (23.7% in men and 23.5% in women), diabetic (5.6% in men and 5.0% in women), malignant (5.1% in men and 5.0% in women), and mixed hepatic and/or inflammatory (5.1% in men only) clusters. These clusters distinguished individuals with advanced, complex, or late-stage disease from those with earlier-stage disease. Multimorbidity and proximal or lower leg fractures were associated with increased mortality risk, with the highest excess mortality found in patients with hip fracture in the malignant cluster (1-year excess mortality: 40.8% [95% CI: 38.1%-43.6%]). The combination of multimorbidity and fracture compounded the association with mortality, conferring much greater risk than either alone. Conclusions and Relevance: Concomitant illnesses were common and clustered into distinct multimorbidity clusters that were associated with excess postfracture mortality. The compound contribution of multimorbidity to postfracture excess mortality highlights the need for more comprehensive approaches in these high-risk patients. The analytical approach applied to fracture could also be used to examine other sentinel health events.

Indexed as

Hip FracturesOsteoporotic FracturesAdultChildCohort StudiesDenmarkFemaleHumansMaleMultimorbidity

Identifiers

PMID36215068
PMCPMC9552889

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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.