Evidence map›Paper›PMID 35978284›Full record

ArticleBMC geriatrics2022

A frailty index based on routine laboratory data predicts increased risk of mortality in Chinese community-dwelling adults aged over 55 years: a five-year prospective study.

Chunxiu Wang, Xianghua Fang, Zhe Tang, Yang Hua, Zhongying Zhang, Xiang Gu, Beibei Liu, Xunming Ji

Open access · goldAbstract read
In one paragraph

Article in BMC geriatrics, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing papers in PubMed
1.2field-weighted citation impact, top 25% 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

8 citing papers in PubMed, 11 citations in OpenAlex.

  1. Article
  2. Article
  3. Heart Stress, Frailty and Mortality Risk in two prospective cohorts.medRxiv : the preprint server for health sciences · 2026
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  4. Article
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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

8 authors at 2 institutions in 1 country.

Chunxiu WangDepartment of Evidence-Based Medicine, Xuanwu Hospital, Capital Medical University, No 45 Changchun Street, Xicheng district, Beijing, China. wang-chunxiu@163.com.
Xianghua FangDepartment of Evidence-Based Medicine, Xuanwu Hospital, Capital Medical University, No 45 Changchun Street, Xicheng district, Beijing, China.
Zhe TangDepartment of Evidence-Based Medicine, Xuanwu Hospital, Capital Medical University, No 45 Changchun Street, Xicheng district, Beijing, China.
Yang HuaDepartment of Vascular Ultrasonography, Xuanwu Hospital, Capital Medical University, Beijing, China.
Zhongying ZhangGeriatric Department, Xuanwu Hospital, Capital Medical University, Beijing, China.
Xiang GuGeriatric Department, Affiliated Beijing Friendship Hospital, Capital Medical University, Beijing, China.
Beibei LiuDepartment of Vascular Ultrasonography, Xuanwu Hospital, Capital Medical University, Beijing, China.
Xunming JiDepartment of Neurological Surgery, Xuanwu Hospital, Capital Medical University, No 45 Changchun Street, Xicheng district, Beijing, China. jixunmingvip@163.com.
Capital Medical University · CNBeijing Friendship Hospital · CN

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundFrailty can be operationalized based on the accumulation of deficits using a frailty index (FI) and is associated with an increased risk of adverse health outcomes. Here, we aim to compare validity of a FI from laboratory data with that of the common clinical FI for prediction of mortality in adults aged 55 + years, also examine whether combined FI could improve identification of adults aged 55 + years at increased risk of death.

methodsData for this analysis were obtained from the Beijing Longitudinal Study of Aging that involved 1,257 community-dwelling Chinese people, aged 55 + years at baseline. The main outcome measure was 5-year mortality. An FI-self-report based on 30 self-reported health-related data was constructed. An FI-lab was developed using laboratory data, in addition to pulse, systolic and diastolic blood pressure, pulse pressure, body mass index (BMI) and waist. A combined FI comprised all items from each FI. Kaplan-Meier survival curve and Cox proportional hazards models were performed to evaluate the risk of each FI on death. The area under receiver operating characteristic(ROC) curves were used to compare the discriminative performance of each FI.

resultsOf 1257 participants, 155 died and 156 lost at the end of the 5-year follow-up. The mean FI-self-report score was 0.11 ± 0.10, the FI-lab score was 0.33 ± 0.14 and FI-combined score was 0.19 ± 0.09. Higher frailty level defined by each FI was associated with higher risk of death. After adjustment for age and sex, Cox proportional hazards models showed that the higher scores of frailty were associated with a higher risk of mortality for each FI, the hazard ratios for the FI-self-report and FI-lab and FI-combined were 1.04 (1.03 to 1.05) and 1.02 (1.01 to 1.03) and 1.05 (1.04 to 1.07), respectively. The areas under the ROC curve were 0.79 (0.77-0.82) for the FI-self-report, 0.77(0.75-0.80) for the FI-lab and 0.81(0.78-0.82) for FI-combined.

conclusionsA FI from laboratory data can stratify older adults at increased risk of death alone and in combination with FI based on self-report data. Assessment in clinical settings of creating an FI using routine collected laboratory data needs to be further developed.

Indexed as

FrailtyAgedChinaFrail ElderlyGeriatric AssessmentHumansIndependent LivingLongitudinal StudiesProspective StudiesAgingFrailtyLaboratory dataMortalityOlder adults

Identifiers

PMID35978284
PMCPMC9382755
OpenAlexW4292305972

What OpenQuestion holds

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LicenceCC BY
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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.