Evidence map›Paper›PMID 41840532›Full record

ArticleBMC geriatrics2026

Immune-inflammatory mediators of frailty and long COVID in older adults: a prospective cohort study.

Siqi He, Yuexuan Liu, Yanling Li, Lingyu Ji, Yujia Liu, Jieni Yan, Zhihui Zhang, Han Sun, Mingxin Gao, Shuhua Wu

Abstract read
In one paragraph

Article in BMC geriatrics, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

10 authors.

Siqi He *Department of Geriatrics, The Second Affiliated Hospital of Soochow University, Suzhou, Jiangsu, China.
Yuexuan Liu *Department of Geriatrics, The Second Affiliated Hospital of Soochow University, Suzhou, Jiangsu, China.
Yanling Li *Department of Geriatrics, The Second Affiliated Hospital of Soochow University, Suzhou, Jiangsu, China.
Lingyu JiDepartment of Geriatrics, The Second Affiliated Hospital of Soochow University, Suzhou, Jiangsu, China.
Yujia LiuDepartment of Geriatrics, The Second Affiliated Hospital of Soochow University, Suzhou, Jiangsu, China.
Jieni YanDepartment of Geriatrics, The Second Affiliated Hospital of Soochow University, Suzhou, Jiangsu, China.
Zhihui ZhangDepartment of Geriatrics, The Second Affiliated Hospital of Soochow University, Suzhou, Jiangsu, China.
Han SunDepartment of Geriatrics, The Second Affiliated Hospital of Soochow University, Suzhou, Jiangsu, China.
Mingxin GaoDepartment of Geriatrics, The Second Affiliated Hospital of Soochow University, Suzhou, Jiangsu, China. mingxingao_sdfey@163.com.
Shuhua WuDepartment of Geriatrics, The Second Affiliated Hospital of Soochow University, Suzhou, Jiangsu, China. wushuhua_sdfey@163.com.

Funding

Jiangsu Geriatric Health Research Project LKZ2023007Project of Jiangsu Province Science and Technology Plan Special Fund BE2023704
6 · The paper itself

Abstract

objectiveTo clarify the impact of COVID-19 infection on older frail patients, explore the immunological and inflammatory mechanisms (via peripheral blood CD8+ T lymphocytes and C-reactive protein [CRP]) underlying the interaction between frailty and Long COVID syndrome (LCS), identify relevant biomarkers, and validate the efficacy of antiviral combined with immune modulation therapy for improving long-term outcomes in frail patients with LCS.

methodsA single-center prospective cohort study was conducted on older patients (≥ 60 years) hospitalized for COVID-19 at the Second Affiliated Hospital of Soochow University between December 2022 and October 2023. Frailty was assessed using the Clinical Frailty Scale (CFS) at admission and 6-month follow-up, with evaluations by two geriatricians. Primary outcomes were all-cause mortality (in-hospital and post-discharge) and LCS incidence (per WHO definition: persistent symptoms ≥ 2 months post-infection, Post-acute Sequelae of SARS-CoV-2 Infection [PASC] score ≥ 12). Secondary outcomes included frailty progression, length of hospital stay (LOS), oxygen therapy duration, post-discharge care needs, and readmission rate. Peripheral blood CD8 + T lymphocyte counts, CRP, interleukin-6 (IL-6), ferritin, and routine blood tests were measured within 24 h of admission and 48 h pre-discharge. Scores for Sequential Organ Failure Assessment (SOFA), Nutritional Risk Screening 2002 (NRS2002), and Age-Adjusted Charlson Comorbidity Index (ACCI) were calculated. Univariate/multivariate logistic regression and mediation analysis (Bootstrap, 500 iterations) were performed.

resultsOf 145 enrolled patients, 115 completed 6-month follow-up (mean age 77.2 ± 6.8 years; 60 frail [CFS ≥ 5], 55 non-frail [CFS < 5]). Compared with non-frail patients, frail patients had higher in-hospital mortality (12.0% vs 1.4%, P = 0.01), LCS incidence (26.7% vs 10.9%, P = 0.004), longer LOS (P = 0.004), longer oxygen therapy duration (11.3 ± 4.2 vs 7.6 ± 3.1 days, P = 0.005), greater post-discharge care needs (P = 0.004), and higher readmission rate (P = 0.01). Frail patients also had lower CD8 + T lymphocyte counts at admission (P = 0.006) and discharge (P = 0.03), and higher discharge CRP (P = 0.01). Discharge CD8+ T lymphocytes were protective against frailty (OR = 0.95, 95%CI:0.93–0.98, P = 0.01) and frailty progression (OR = 0.98, 95%CI:0.96–0.99, P = 0.02), while discharge CRP was a risk factor (frailty: OR = 1.05, 95%CI:1.01–1.11, P = 0.04; progression: OR = 1.05, 95%CI:1.01–1.10, P = 0.02). Mediation analysis showed CD8+ T lymphocytes (mediation proportion = 11.4%, P = 0.04) and CRP (12.8%, P = 0.02) mediated the frailty-LCS association. In frail patients, antiviral-immune modulation therapy reduced LCS incidence (17.5% vs 45.0%, P = 0.03) and increased CD8+ T lymphocyte elevation (P = 0.02) vs. no therapy, with no significant benefits in non-frail patients (P > 0.05).

conclusionFrailty is an independent risk factor for adverse outcomes (including LCS) in older COVID-19 survivors. Discharge of CD8 + T lymphocytes and CRP mediates the frailty-LCS association, and antiviral combined with immune modulation therapy may be a targeted intervention to improve prognosis in frail older patients with COVID-19.

Indexed as

COVID-19Frail ElderlyFrailtyInflammation MediatorsAgedAged, 80 and overBiomarkersCD8-Positive T-LymphocytesCohort StudiesC-Reactive ProteinFemaleHumansMaleMiddle AgedPost-Acute COVID-19 SyndromeProspective StudiesBiomarkersC-Reactive ProteinInflammation MediatorsCD8+ T LymphocytesC-Reactive ProteinFrailtyLong COVID SyndromeMediation Effect

Identifiers

PMID41840532
PMCPMC13104244

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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.