Evidence map›Paper›PMID 42312925›Full record

ArticleEndocrine connections2026

Thyroid function, nutritional status, inflammation, and sarcopenia in hemodialysis patients: an integrated cross-sectional analysis.

Karina Schiavoni Scandelai, Hércules Rezende Freitas, Maria das Graças Coelho de Souza, Rachel Bregman, Ana Beatriz Winter Tavares

Abstract read
In one paragraph

Article in Endocrine connections, 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

5 authors.

Karina Schiavoni ScandelaiPostgraduate Program in Clinical and Experimental Physiopathology (Fisclinex), Faculty of Medical Sciences - Rio de Janeiro State University , Rio de Janeiro, RJ, Brazil.ORCID 0000-0003-0689-5549
Hércules Rezende FreitasHealth Informatics Laboratory (LabInfoS), Department of Integrated Medical Sciences, Faculty of Medical Sciences, Rio de Janeiro State University , Cabo Frio, RJ, Brazil.
Maria das Graças Coelho de SouzaLaboratory for Clinical and Experimental Research on Vascular Biology (BioVasc), Department of Physiological Sciences, Rio de Janeiro State University , Rio de Janeiro, RJ, Brazil.
Rachel BregmanNephrology Unit - Department of Internal Medicine- Faculty of Medical Sciences - Rio de Janeiro State University , Rio de Janeiro, RJ, Brazil.
Ana Beatriz Winter TavaresPostgraduate Program in Clinical and Experimental Physiopathology (Fisclinex), Faculty of Medical Sciences - Rio de Janeiro State University , Rio de Janeiro, RJ, Brazil.ORCID 0000-0002-6653-246X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectiveThe objective of this study was to investigate the interrelationships among thyroid function, nutritional status, inflammation, and sarcopenia in patients undergoing hemodialysis (HD) and to identify variables associated with sarcopenia using a penalized regression approach.

designThis is a cross-sectional study.

methodsA total of 101 HD patients and 33 euthyroid controls were evaluated. Thyroid hormones, inflammatory biomarkers, leptin, and albumin were measured. Nutritional status was assessed using the Geriatric Nutritional Risk Index (GNRI), and body composition by bioelectrical impedance analysis. Sarcopenia was defined by reduced handgrip strength and confirmed by skeletal muscle mass or skeletal muscle index. Penalized regression (LASSO) with internal validation was applied to identify variables associated with sarcopenia.

resultsCompared with controls, HD patients were older and had higher TSH, C-reactive protein, IL-6, TNF-α, and leptin levels and lower FT3, FT4, albumin, and GNRI values (all P < 0.05), with no difference in BMI. Probable and confirmed sarcopenia were more prevalent in HD patients (48.5 and 26.7%) than in controls (18.1 and 6.0%, P = 0.004). In the penalized regression model, FT3, TSH, GNRI, and dialysis status were selected as variables associated with sarcopenia (bootstrap-corrected AUC = 0.72; recalibrated AUC = 0.79).

conclusionHD patients exhibited concurrent thyroid, inflammatory, and nutritional alterations associated with sarcopenia. FT3, TSH, GNRI, and dialysis status formed an integrated biological signature associated with sarcopenia. These findings support an integrative modelling approach and require validation in larger independent cohorts.

Indexed as

hemodialysisinflammationnutritionsarcopeniathyroid

Identifiers

PMID42312925
PMCPMC13386146

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
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.