The DOI matches its Crossref record; 30 of the 31 references it cites were found in a registry or an index.
Interleukin‐6, C‐Reactive Protein, and Tumor Necrosis Factor‐Alpha as Predictors of Mortality in Frail, Community‐Living Elderly Individuals
Open accessAbstract
OBJECTIVES: To investigate whether interleukin‐6 (IL‐6), C‐reactive protein (CRP) and tumor necrosis factor‐alpha (TNF‐α) protein levels predict all‐cause mortality in older persons living in the community. DESIGN: Prospective cohort study. SETTING: Data were from the Aging and Longevity Study in the Sirente Geographic Area, a prospective cohort study. PARTICIPANTS: Individuals aged 80 and older living in an Italian mountain community (N=362). MEASUREMENTS: Participants were classified according to the median value of the three inflammation markers (IL‐6, 2.08 pg/mL; TNF‐α, 1.43 pg/mL; CRP, 3.08 mg/L). A composite summary score of inflammation was also created. The main outcome was risk of death after 4 years of follow‐up. RESULTS: One hundred fifty deaths occurred during 4 years of follow‐up. In the unadjusted model, high levels of each of the three markers were associated with greater mortality. After adjusting for potential confounders, high levels of IL‐6 (hazard ratio (HR)=2.18, 95% confidence interval (CI)=1.29–3.69) and CRP (HR=2.58, 95% CI=1.52–4.40) were associated with a significantly greater risk of death, whereas the association between TNF‐α protein levels and mortality was no longer significant (HR=1.26, 95% CI=0.74–2.15). The composite summary score of inflammation was strongly associated with mortality, with the highest risk estimated for individuals with all three inflammatory markers above the median. CONCLUSION: Low levels of inflammatory markers are associated with better survival in older adults, independent of age and other clinical and functional variables.
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.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
In the citing paper
“those older individuals who are most frail have highest levels of circulating CRP, IL-6 and IL-8 (23).”
From The impact of ageing on monocytes and macrophages (2021) · cites this paper as [23]
In the citing paper
“Inflammation is a strong predictor for frailty, and those older individuals who are most frail have highest levels of circulating CRP, IL-6 and IL-8 (23).”
From The impact of ageing on monocytes and macrophages (2021) · cites this paper as [23]
In the citing paper
“In addition, higher inflammatory activity, measured by plasma or serum interleukin (IL)-6, tumour necrosis factor-α (TNF-α) and C-reactive protein (CRP), has also been associated with shorter survival (Baune et al. 2011; Bruunsgaard et al. 2003; Giovannini et al. 2011).”
From Is immunosenescence influenced by our lifetime “dose” of exercise? (2016) · cites this paper as Giovannini et al. 2011
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
C-reactive protein: a critical update
Pepys, M. B., & Hirschfield, G. M. (2003) · Journal of Clinical Investigation · doi:10.1172/jci18921 · Cited by 4,694
The Prognostic Value of C-Reactive Protein and Serum Amyloid A Protein in Severe Unstable Angina
Liuzzo, G., Biasucci, L. M., Gallimore, J. R., Grillo, R. L., Rebuzzi, A. G., Pepys, M. B., & Maseri, A. (1994) · New England Journal of Medicine · doi:10.1056/nejm199408183310701 · Cited by 2,354
MDS Cognitive Performance Scale(C)
Morris, J. N., Fries, B. E., Mehr, D. R., Hawes, C., Phillips, C., Mor, V., & Lipsitz, L. A. (1994) · Journal of Gerontology · doi:10.1093/geronj/49.4.m174 · Cited by 1,852
Production of C-reactive protein and risk of coronary events in stable and unstable angina
Haverkate, E., Thompson, S. G., Pyke, S., Gallimore, J. R., & Mark B Pepys Group (1997) · The Lancet · doi:10.1016/s0140-6736(96)07591-5 · Cited by 1,511
Associations of elevated interleukin-6 and C-reactive protein levels with mortality in the elderly
Harris, T. B., Ferrucci, L., Tracy, R. P., Corti, M. C., Wacholder, S., Ettinger, W. H., Heimovitz, H., Cohen, H. J., & Wallace, R. (1999) · The American Journal of Medicine · doi:10.1016/s0002-9343(99)00066-2 · Cited by 1,488
Torre-Amione, G., Kapadia, S., Benedict, C., Oral, H., Young, J. B., & Mann, D. L. (1996) · Journal of the American College of Cardiology · doi:10.1016/0735-1097(95)00589-7 · Cited by 1,211
Inflammatory markers and loss of muscle mass (sarcopenia) and strength
Schaap, L. A., Pluijm, S. M. F., Deeg, D. J. H., & Visser, M. (2006) · The American Journal of Medicine · doi:10.1016/j.amjmed.2005.10.049 · Cited by 1,047
Serum IL‐6 Level and the Development of Disability in Older Persons
Ferrucci, L., Harris, T. B., Guralnik, J. M., Tracy, R. P., Corti, M., Cohen, H. J., Penninx, B., Pahor, M., Wallace, R., & Havlik, R. J. (1999) · Journal of the American Geriatrics Society · doi:10.1111/j.1532-5415.1999.tb01583.x · Cited by 809
Self-citationFerrucci, L., Bandinelli, S., Benvenuti, E., Iorio, A. D., Macchi, C., Harris, T. B., & Guralnik, J. M. (2000) · Journal of the American Geriatrics Society · doi:10.1111/j.1532-5415.2000.tb03873.x · Cited by 797
Age-related inflammatory cytokines and disease
Brüünsgaard, H., & Pedersen, B. K. (2003) · Immunology and Allergy Clinics of North America · doi:10.1016/s0889-8561(02)00056-5 · Cited by 608
Research works printed but not linked: 1
- Morris JN, 1996, RAI – Home Care Assessment Manual
Cited by
Sorted by citations
Items 201–248 of 248
Atherosclerosis and inflammation
Almobayed, A., Dorairaj, E. A., Mas, S. M., & Alkhawam, M. (2025) · Elsevier eBooks · doi:10.1016/b978-0-443-19116-9.00036-1 · Cited by 1
Ronel, J., Olliges, E., Herrmann‐Lingen, C., Albus, C., Marten‐Mittag, B., Braun, S., Deter, H., Federle, M.-C., Franz, K., Fritzsche, K., et al. (2026) · Journal of Psychosomatic Research · doi:10.1016/j.jpsychores.2026.112539 · Cited by 1
Zhu, N., Lin, H., Yu, J., Yang, R., Tao, D., Huang, G., Qian, D., Liu, Y., & Chen, B. (2026) · PLoS ONE · doi:10.1371/journal.pone.0343370 · Cited by 1
Immunosenescence as a driver of the transition from frailty to multimorbidity
Qiu, R., Zhang, D., & Feng, H. (2026) · Frontiers in Immunology · doi:10.3389/fimmu.2026.1810241 · Cited by 2
Issues in the Preanalytical Process of Specimens for Laboratory Tests in Home Healthcare Settings
Shimizu, N., & Kotani, K. (2026) · Healthcare · doi:10.3390/healthcare14121749 · Cited by 1
The Impact of the Mediterranean Diet on Aging, Frailty, and Longevity
Capurso, A., Crepaldi, G., & Capurso, C. A. (2018) · Practical issues in geriatrics · doi:10.1007/978-3-319-78084-9_16 · Cited by 1
Interleukin-6 in Very Elderly Patients with Coronary Artery Disease
Викторовна, Т. С., Алексеевна, Е. Т., Николаевна, В. О., & DVORETSKI, L. I. (2020) · SN Comprehensive Clinical Medicine · doi:10.1007/s42399-020-00473-z · Cited by 1
John, S. K., Padmaja, N., Rao, I. V. R., Priya, S., John, C. R., & James, T. T. (2023) · Journal of The Indian Academy of Geriatrics · doi:10.4103/jiag.jiag_60_22 · Cited by 1
Abaj, F., Mirzababaei, A., Gholizadeh, M., Aali, Y., Jadidi, P., Khosroshahi, R. A., Clark, C. C. T., & Mirzaei, K. (2025) · Journal of Health Population and Nutrition · doi:10.1186/s41043-025-00895-2 · Cited by 1
Associations Between Inflammation and Multisensory Impairment Among Older Adults
Brenowitz, W. D., Sheppler, C. R., Leng, Y., & Yaffe, K. S. (2025) · Journal of the American Geriatrics Society · doi:10.1111/jgs.19547 · Cited by 1
Sex and the Aging Immune System
Gibson, D. C., & Bupp, M. G. (2018) · Elsevier eBooks · doi:10.1016/b978-0-12-811353-0.00059-2 · Cited by 1
Turner, J. E. (2016) · Springer eBooks · doi:10.1007/978-1-4614-6439-6_101906-1 · Cited by 1
Sulatana, J., Banerjee, O., Singh, S., Mukherjee, S., Ghosh, S., & Syamal, A. K. (2023) · Research Square · doi:10.21203/rs.3.rs-2556907/v1 · Cited by 1
Meier, H. C. S., Klopack, E. T., Farina, M. P., Hernández, B., Mitchell, C. M., Faul, J. D., McCrory, C., Kenny, R. A., & Crimmins, E. M. (2024) · medRxiv · doi:10.1101/2024.10.11.24315339 · Cited by 1
Inflamm-aging of the stem cell niche: Breast cancer as a paradigmatic
Franceschi, C. (2011)
Skeletal and muscle health among rural south indian older population
Jammy, G. R. (2020) · D-Scholarship@Pitt (University of Pittsburgh)
Some of the Immunogenetics Aspects of Aging
Hadra, B. A. (2021) · Journal of Biomedical and Clinical Research · doi:10.2478/jbcr-2021-0003
Liu, M. A., Jati, S., Tang, K., van den Bogaart, G., Ghosh, G., & Mahata, S. K. (2021) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2021.11.08.467835
Intervenção física para tratar fragilidade em idosos comunitários: revisão sistemática
(2021) · International Journal of Development Research · doi:10.37118/ijdr.22162.06.2021
Modern use of biomarkers in geriatric medicine
Walter, S. (2022) · Wiley eBooks · doi:10.1002/9781119484288.ch109
Turner, J. E. (2020) · Springer eBooks · doi:10.1007/978-3-030-39903-0_101906
Translational research in the fastest-growing population: older adults
Justice, J. N., High, K. P., & Kritchevsky, S. B. (2021) · Elsevier eBooks · doi:10.1016/b978-0-12-820493-1.00032-5
Toma, G. A., Karapetian, E., Massa, C., Quandt, D., & Seliger, B. (2022) · Journal of Translational Medicine · doi:10.1186/s12967-022-03733-9
Sportmedizinische Grundlagen: Immunologische Beanspruchung durch körperliche Belastung
Puta, C., & Gabriel, H. H. W. (2023) · Springer eBooks · doi:10.1007/978-3-662-53410-6_20
Li, C., Ge, Y., Yang, Z., Yang, G., Cao, X., Fu, J., & Liu, Z. (2023) · medRxiv · doi:10.1101/2023.05.13.23289903
Bashir, S., Wilson, M., Ashiru-Oredope, D. A. I., & Murdan, S. (2023) · AAPS advances in the pharmaceutical sciences series · doi:10.1007/978-3-031-35811-1_9
Mirfendereski, S., Taghipour, M., Yadollahi, F., Taghavinejad, H., & Ahmadnia, M. (2023) · Journal of Nephropathology · doi:10.34172/jnp.2023.21525
Prognostic Biomarkers of Mortality in Older Patients Without Cancer in Home Healthcare
Shimizu, N., Nakai, S., Takahashi, T., Takihata, M., & Kotani, K. (2024) · Cureus · doi:10.7759/cureus.54326
SEARCHING FOR ASTHENIC SYNDROME MARKERS IN ELDERLY AND OLD AGE PATIENTS WITH ACUTE CHOLECYSTITIS
Danyliuk, M. B., Zavgorodniy, S. M., Кубрак, М. А., Fedotov, E. R., Mikhal’chenko, E. K., & Shchurov, M. F. (2024) · Bulletin of Problems Biology and Medicine · doi:10.29254/2077-4214-2024-2-173-205-213
Helmi, E. D., Ahmed, S. I., Gad, M. S., Saad, M. A., Elneily, D., Attia, A. E., & Khedr, W. E. (2024) · Journal of acute care and resuscitation. · doi:10.4103/jacresus.jacresus_17_24
Rath, S. (2025) · Pediatric Nephrology · doi:10.1007/s00467-025-06835-w
Mukherjee, S. S., Srivastava, B. K., Roy, S. S., Manchanda, K., Mukherji, I., Chavan, K., & Debnath, A. (2025) · International Journal of Community Medicine and Public Health · doi:10.18203/2394-6040.ijcmph20252099
Synthesis of Promising Biguanide Derivatives Bearing Urea/Thiourea as Type II Antidiabetic Agents
Basyouni, W. M., Abbas, S. Y., Younis, E. A., & Aly, H. F. (2025) · Archiv der Pharmazie · doi:10.1002/ardp.70150
Vaccariello, E. D., Dyne, A. V., Sutherland, A. N., Klaus, F., Díaz‐Louzao, C., Wu, T., & Eyler, L. T. (2025) · Journal of Affective Disorders · doi:10.1016/j.jad.2025.120848
Picard, E., Armstrong, S., Andrew, M. K., Haynes, L., Loeb, M., Pawelec, G., Kuchel, G. A., McElhaney, J. E., & Verschoor, C. (2022) · Figshare · doi:10.6084/m9.figshare.19905850
Hussien, H., Nastasa, A., Apetrii, M., Nistor, I., Petrovic, M., & Covic, A. (2021) · Figshare · doi:10.6084/m9.figshare.14863636
Hussien, H., Nastasa, A., Apetrii, M., Nistor, I., Petrovic, M., & Covic, A. (2021) · Figshare · doi:10.6084/m9.figshare.14863633
Toma, G. A., Karapetian, E., Massa, C., Quandt, D., & Seliger, B. (2022) · Figshare · doi:10.6084/m9.figshare.21622061
Popa, G. M., Abu-Awwad, S.-A., Abu-Awwad, A., Marta, C. I., Bimbó-Szuhai, E., Bontea, M. G., Osiceanu, A. G., Cezar, C. M. M., Puscas, C. D., Maghiar, T. T., et al. (2025) · Medicina · doi:10.3390/medicina62010068
Belchamber, K. B. R., Yip, K. P., Thein, O. S., Grudzinska, F. S., Patel, S., Sapey, E., Jackson, T., Parekh, D., Cox, M. J., & Scott, A. (2026) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.64898/2026.02.09.703495
Association between frailty and depressive symptoms in patients with cancer: A meta-analysis
Gao, L., Yang, J., Song, M., Xu, K.-S., Ren, L.-Y., Zhang, L.-F., & Li, D. (2026) · Journal of Geriatric Oncology · doi:10.1016/j.jgo.2026.102961
Vieillissement et fragilité chez le chien
Hoummady, S. (2016) · theses.fr (ABES) · doi:10.70675/a267dfaaz07dcz4714z9029z8a2c0f76fe73
Peripheral cytokine profiles contribute to machine learning model of frailty
Akie, T. E., Loew, E. B., Huang, Z., Neff, H. A., Michaels, O. P., & Haran, J. P. (2026) · BMC Geriatrics · doi:10.64898/2026.04.16.716397
Scoping review unravelling longevity secrets beyond the century mark
Ibrahim, S., Kheir‐Mataria, W. A. E., Abdelrahim, O., & Chun, S. (2026) · Discover Public Health · doi:10.1186/s12982-026-02363-6
Hillal, J. P. D., Weber, T. A., Staub, H. L., & Bauer, M. E. (2026) · Autoimmunity Reviews · doi:10.1016/j.autrev.2026.104144
Metadata
- Authors
- Giovannini, S., Onder, G., Liperoti, R., Russo, A., Carter, C., Capoluongo, E., Pahor, M., Bernabei, R., & Landi, F.
- Affiliations
- Università Cattolica del Sacro Cuore (IT)
- ORCID
- Venue
- Journal of the American Geriatrics Society
- Publisher
- Wiley
- Published
- 2011-08-24
- Volume
- 59
- Issue
- 9
- Pages
- 1679-1685
- ISSN
- 0002-8614 (ISSN-L)
- 1532-5415
- PMC
- PMC4321727
- OpenAlex
- W1562509057
- Cited by
- 249
- References
- 31
- Citations by year
- 2026: 11 · 2025: 39 · 2024: 23 · 2023: 22 · 2022: 20 · 2021: 30 · 2020: 21 · 2019: 18 · 2018: 15 · 2017: 6 · 2016: 11 · 2015: 9 · 2014: 10 · 2013: 6 · 2012: 6
- FWCI
- 3.66
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Journal of the American Geriatrics Society (publishedVersion)
- PubMed (publishedVersion)
- Europe PMC (PubMed Central) (acceptedVersion)
- PubMed Central (acceptedVersion)
- Funders
- National Institute on Aging (R01AG017994, R01AG021042, P30AG028740)
- Topics
- Health Sciences › Medicine › Geriatrics and Gerontology › Frailty in Older Adults
- Health Sciences › Medicine › Oncology › Inflammatory Biomarkers in Disease Prognosis
- Health Sciences › Medicine › Physiology (medical) › Nutrition and Health in Aging
- Keywords
- interleukin-6, C-reactive protein, TNF-α, inflammatory markers, all-cause mortality, frail elderly, community-dwelling older adults
- MeSH terms
- Aged, 80 and over, C-Reactive Protein, Female, Humans, Inflammation, Male, Mortality, Predictive Value of Tests, Prognosis, Prospective Studies, Residence Characteristics, Tumor Necrosis Factor-alpha, Biomarkers, Interleukin-6, Frail Elderly
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