Evidence map›Paper›PMID 41948114›Full record

ArticleClinical kidney journal2026

Systemic inflammatory profiles are associated with long-term kidney failure and patient mortality in chronic kidney disease.

Alberto Martínez-Castelao, Takehiro Hasegawa, Beatriz Fernández-Fernández, José Luis Górriz, Alberto Ortiz, Maria Quero, Gema Fernández-Fresnedo, Jorge-Iván Zamora, Maria Jose Soler, José-Carlos Primo-Alvarez and 11 more

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

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0citing papers in PubMed
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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

21 authors.

Alberto Martínez-CastelaoNefrología, Hospital Universitari de Bellvitge, Hospitalet, Barcelona, Spain.
Takehiro HasegawaSysmex R&D Center Europe GmbH, Hamburg, Germany.ORCID https://orcid.org/0000-0002-4635-4942
Beatriz Fernández-FernándezRICORS2040, Madrid, Spain.ORCID https://orcid.org/0000-0002-6727-1943
José Luis GórrizRICORS2040, Madrid, Spain.ORCID https://orcid.org/0000-0002-1134-9051
Alberto OrtizRICORS2040, Madrid, Spain.ORCID https://orcid.org/0000-0002-9805-9523
Maria QueroNefrología, Hospital Universitari de Bellvitge, Hospitalet, Barcelona, Spain.
Gema Fernández-FresnedoServicio de Nefrología, Hospital Universitario Marqués de Valdecilla, Cantabria, Spain.
Jorge-Iván ZamoraServicio de Nefrología, Hospital Universitari Vall Hebrón, Barcelona, Spain.
Maria Jose SolerRICORS2040, Madrid, Spain.ORCID https://orcid.org/0000-0003-3621-0766
José-Carlos Primo-AlvarezServicio de Nefrología, Hospital Burela, Lugo, Spain.
Nicolas Roberto RoblesRICORS2040, Madrid, Spain.
Norma Inés VenegasServicio de Nefrología, Hospital Universitario Virgen de Arrixaca, Murcia, Spain.
Felipe Ignacio OjedaHospital Universitario Son Espases, Palma de Mallorca, Spain.
Antonio Gil-ParaísoServicio de Nefrología, Hospital Universitario San Pedro, Logroño, La Rioja, Spain.
Irene Maria Llorente-CortijoServicio de Nefrología, Hospital Arquitecto Marcide, El Ferrol, Spain.
Caridad Martínez-VillanuevaServicio de Nefrología, Hospital General de Valencia, Valencia, Spain.
Esteban PochServicio de Nefrología, Hospital Clínic, Barcelona, Spain.ORCID https://orcid.org/0000-0002-6492-024X
Jinny Sanchez-RodriguezRICORS2040, Madrid, Spain.
Yun LiSysmex R&D Center Europe GmbH, Hamburg, Germany.
Saruta YukoSysmex R&D Center Europe GmbH, Hamburg, Germany.
Juan F Navarro-GonzálezRICORS2040, Madrid, Spain.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Chronic kidney disease (CKD) is frequently associated with systemic inflammation. However, the relationship between inflammatory cytokines and CKD progression remains incompletely understood. Methods: The PROGRESER study (Factores de PROGRESion en Enfermedad Renal) was a multicentre, prospective observational cohort that included patients with CKD stage G3. A total of 17 plasma and 10 urinary inflammatory cytokines were measured in 165 participants, at baseline, 18 months and 36 months, using a fully automated HISCL immune analyser. Unsupervised cluster analysis identified six distinct patient clusters. Associations between cytokine levels and kidney outcomes [estimated glomerular filtration rate (eGFR), urinary albumin-to-creatinine ratio (uACR), KDIGO risk scores, kidney replacement therapy (KRT)], cardiovascular outcomes (cardiovascular hospitalization) and death was assessed during a follow-up of up to 10 years. The primary outcome was a combination of KRT or death. Results: Plasma levels of 15 cytokines and 6 urinary cytokines differed between patients with CKD and 30 healthy controls. Of these, plasma interleukin (IL)-8 levels were inversely associated with uACR slopes, while IL-22, tumour necrosis factor (TNF)-α and Growth Differentiation Factor 15 (GDF-15) levels showed positive correlations with uACR progression. Additionally, plasma TNF-α and GDF-15 were associated with KRT and/or death with 10 years.Cluster analysis of plasma IL-8, IL-22, TNF-α and GDF-15 identified six distinct patient clusters. Clusters 3 (elevated levels of IL-22, TNF-α, GDF-15), 4 (elevated levels of all four cytokines) and the uncommon Cluster 5 (high GDF-15 only) were associated with worse kidney, cardiovascular and survival outcomes, while Cluster 6 (low cytokine levels) represented patients with slower disease progression and the best long-term outcomes. Over time, patients frequently transitioned to more severe clusters. Conclusion: In CKD G3 patients, systemic inflammation can be stratified using cytokine profiles. Specific cytokine clusters are linked to faster progression of CKD and cardiovascular disease, and to worse long-term outcomes including kidney failure and mortality.

Indexed as

chronic kidney diseasecytokinesdiabetes mellitusIL-22outcomesprogressionsystemic inflammation

Identifiers

PMID41948114
PMCPMC13053082

What Socratic holds

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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 Socratic graph.