The DOI matches its Crossref record; 72 of the 72 references it cites were found in a registry or an index.
Frailty and Multimorbidity: A Systematic Review and Meta-analysis
Abstract
BACKGROUND: Multimorbidity and frailty are complex syndromes characteristics of aging. We reviewed the literature and provided pooled estimations of any evidence regarding (a) the coexistence of frailty and multimorbidity and (b) their association. METHODS: We searched PubMed and Web of Science for relevant articles up to September 2017. Pooled estimates were obtained through random effect models and Mantel-Haenszel weighting. Homogeneity (I2), risk of bias, and publication bias were assessed. PROSPERO registration: 57890. RESULTS: A total of 48 studies involving 78,122 participants were selected, and 25 studies were included in one or more meta-analyses. Forty-five studies were cross-sectional and 3 longitudinal, with the majority of them including community-dwelling participants (n = 35). Forty-three studies presented a moderate risk of bias and five a low risk. Most of the articles defined multimorbidity as having two or more diseases and frailty according to the Cardiovascular Health Study criteria. In meta-analyses, the prevalence of multimorbidity in frail individual was 72% (95% confidence interval = 63%-81%; I2 = 91.3%), and the prevalence of frailty among multimorbid individuals was 16% (95% confidence interval = 12%-21%; I2 = 96.5%). Multimorbidity was associated with frailty in pooled analyses (odds ratio = 2.27; 95% confidence interval = 1.97-2.62; I2 = 47.7%). The three longitudinal studies suggest a bidirectional association between multimorbidity and frailty. CONCLUSIONS: Frailty and multimorbidity are two related conditions in older adults. Most frail individuals are also multimorbid, but fewer multimorbid ones also present frailty. Our findings are not conclusive regarding the causal association between the two conditions. Further longitudinal and well-designed studies may help to untangle the relationship between frailty and multimorbidity.
Overview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
Frailty in Older Adults: Evidence for a Phenotype
Fried, L. P., Tangen, C. M., Walston, J., Newman, A. B., Hirsch, C., Gottdiener, J., Seeman, T., Tracy, R., Kop, W. J., Burke, G., et al. (2001) · The Journals of Gerontology Series A: Biological Sciences and Medical Sciences · doi:10.1093/gerona/56.3.m146 · Cited by 24,907
Clegg, A., Young, J., Iliffe, S., Rikkert, M. O., & Rockwood, K. (2013) · The Lancet · doi:10.1016/s0140-6736(12)62167-9 · Cited by 9,503
Barnett, K., Mercer, S. W., Norbury, M., Watt, G., Wyke, S., & Guthrie, B. (2012) · The Lancet · doi:10.1016/s0140-6736(12)60240-2 · Cited by 6,972
Frailty Consensus: A Call to Action
Morley, J. E., Vellas, B., Abellan van Kan, G., Anker, S. D., Bauer, J. M., Bernabei, R., Cesari, M., Chumlea, W. C., Doehner, W., Evans, J., et al. (2013) · Journal of the American Medical Directors Association · doi:10.1016/j.jamda.2013.03.022 · Cited by 4,043
Self-citationFried, L. P., Ferrucci, L., Darer, J., Williamson, J. D., & Anderson, G. (2004) · The Journals of Gerontology Series A: Biological Sciences and Medical Sciences · doi:10.1093/gerona/59.3.m255 · Cited by 4,032
Aging with multimorbidity: A systematic review of the literature
Marengoni, A., Angleman, S., Melis, R., Mangialasche, F., Karp, A., Garmen, A., Meinow, B., & Fratiglioni, L. (2011) · Ageing Research Reviews · doi:10.1016/j.arr.2011.03.003 · Cited by 3,092
Self-citationFrailty in relation to the accumulation of deficits
Rockwood, K., & Mitnitski, A. (2007) · The Journals of Gerontology Series A: Biological Sciences and Medical Sciences · doi:10.1093/gerona/62.7.722 · Cited by 3,076
Designing Health Care for the Most Common Chronic Condition—Multimorbidity
Tinetti, M. E., Fried, T. R., & Boyd, C. M. (2012) · JAMA · doi:10.1001/jama.2012.5265 · Cited by 1,005
Fabbri, E., Zoli, M., Gonzalez-Freire, M., Salive, M. E., Studenski, S. A., & Ferrucci, L. (2015) · Journal of the American Medical Directors Association · doi:10.1016/j.jamda.2015.03.013 · Cited by 563
Adapting clinical guidelines to take account of multimorbidity
Guthrie, B., Payne, K., Alderson, P., McMurdo, M. E. T., & Mercer, S. W. (2012) · BMJ · doi:10.1136/bmj.e6341 · Cited by 530
Cited by
DNA damage-how and why we age?
Yousefzadeh, M., Henpita, C., Vyas, R., Soto-Palma, C., Robbins, P., & Niedernhofer, L. (2021) · eLife · doi:10.7554/elife.62852 · Cited by 399
Jones, A., Bronskill, S. E., Seow, H., Junek, M., Feeny, D., & Costa, A. P. (2020) · PLoS ONE · doi:10.1371/journal.pone.0234205 · Cited by 37
Hong, H., Karmarkar, A. M., Kumar, A., Keysor, J., & Gore, S. (2026) · Physical Therapy · doi:10.1093/ptj/pzag076
Metadata
- Authors
- Vetrano, D. L., Palmer, K., Marengoni, A., Marzetti, E., Lattanzio, F., Roller-Wirnsberger, R., Lopez Samaniego, L., Rodríguez-Mañas, L., Bernabei, R., Onder, G., & Joint Action ADVANTAGE WP4 Group
- Venue
- The Journals of Gerontology: Series A
- Publisher
- Oxford University Press (OUP)
- Published
- 2018-05-03
- Volume
- 74
- Issue
- 5
- Pages
- 659-666
- ISSN
- 1079-5006 (ISSN-L)
- 1758-535X
- OpenAlex
- W2801800363
- Cited by
- 788
- References
- 72
- FWCI
- 8.69
- Type
- journal article
- Language
- en
- Open access
- closed
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review
How to cite
Cite CoChat for the checks on this page, and the paper for its own findings.
- This page
- CoChat. (2026). Citation check: Frailty and Multimorbidity: A Systematic Review and Meta-analysis. https://app.cochat.ai/papers/10.1093/gerona/gly110
- The paper
- Vetrano, D. L., Palmer, K., Marengoni, A., Marzetti, E., Lattanzio, F., Roller-Wirnsberger, R., Lopez Samaniego, L., Rodríguez-Mañas, L., Bernabei, R., Onder, G., & Joint Action ADVANTAGE WP4 Group. (2019). Frailty and Multimorbidity: A Systematic Review and Meta-analysis. The Journals of Gerontology: Series A. https://doi.org/10.1093/gerona/gly110
Data sources
Bibliographic data: Semantic Scholar, OpenAlex, Crossref.
Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.