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Subclinical overhydration predicts lower time in range and greater glycemic variability in type 2 diabetes on hemodialysis
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  • Published: 25 April 2026

Subclinical overhydration predicts lower time in range and greater glycemic variability in type 2 diabetes on hemodialysis

  • Pedro Gil-Millán  ORCID: orcid.org/0000-0003-3707-74501,2,3,
  • Ascensión Lupiañez2,
  • Sonia Caparrós2,
  • Alicia Ribas2,
  • Shaira Martinez-Vaquera2,
  • Ángel Ortiz-Zuñiga1,3,
  • Cristina Hernández1,3,4,
  • Rafael Simó1,3,4 &
  • …
  • Olga Simó Servat1,3 

Scientific Reports , Article number:  (2026) Cite this article

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We are providing an unedited version of this manuscript to give early access to its findings. Before final publication, the manuscript will undergo further editing. Please note there may be errors present which affect the content, and all legal disclaimers apply.

Subjects

  • Diseases
  • Endocrinology
  • Medical research
  • Nephrology

Abstract

Overhydration may influence glycemic control in patients with type 2 diabetes (T2D) undergoing hemodialysis (HD). We investigated whether the extracellular-to-total body water ratio (ECW/TBW), a marker of fluid overload, is associated with Time in Range (TIR) and glucose variability (GV) in this population. Methods: In this prospective study, 61 insulin-treated T2D patients with end-stage kidney disease undergoing online hemodiafiltration (OL-HDF) underwent 20 days of continuous glucose monitoring (CGM). A ΔTIR > 5% between HD and non-HD days was defined as clinically relevant glycemic fluctuation. Hydration status was assessed using multifrequency bioimpedance analysis. Results: Patients with higher ECW/TBW ratios (> 0.395) showed worse glycemic control compared with those with lower ratios, including significantly lower TIR and higher mean glucose levels during both HD and non-HD days. Glycemic variability was also higher in the overhydrated group, with significantly increased standard deviation and coefficient of variation. In multivariable analysis, ECW/TBW ratio remained the only independent predictor of ΔTIR > 5% between HD and non-HD days (OR 6.99; 95% CI 1.91–25.66; p = 0.003). Linear regression analyses further demonstrated that higher ECW/TBW ratios were independently associated with lower TIR (B =  − 637.7, p = 0.011). When interpreted per 0.01-unit increase in ECW/TBW ratio, this corresponds to an approximate 6.4% decrease in TIR. A higher ECW/TBW ratio was also associated with higher mean glucose (B =  + 1346.6, p = 0.009) and greater glycemic variability measured by both standard deviation and coefficient of variation. Conclusion: Subclinical overhydration is independently associated with reduced TIR and increased glycemic variability in insulin-treated patients with T2D undergoing hemodialysis. These findings highlight the importance of assessing hydration status when optimizing glycemic management in this high-risk population.

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Abbreviations

AGP:

Ambulatory glucose profile

Alb:

Albumin

AW:

Abdominal waist

AUC:

Area under the curve

AVF:

Arteriovenous fistula

BIA:

Bioelectrical impedance analysis

BMI:

Body mass index

Ca:

Calcium

Ca × Pi:

Calcium-phosphorus product

CGM:

Continuous glucose monitoring

CI:

Confidence interval

CVC:

Central venous catheter

CV:

Coefficient of variation

CKD:

Chronic kidney disease

ECW:

Extracellular water

ECW/TBW:

Extracellular-to-total body water ratio

ESKD:

End-stage kidney disease

GMI:

Glucose management indicator

GLP-1 RA:

Glucagon-like peptide-1 receptor agonist

GFR:

Glomerular filtration rate

GV:

Glycemic variability

Hb:

Hemoglobin

HbA1c:

Glycated hemoglobin

HD:

Hemodialysis

HP:

H-polymer membrane

ICW:

Intracellular water

Kt/V:

Dialysis adequacy index (urea clearance/distribution volume)

MF-BIA:

Multifrequency bioelectrical impedance analysis

mTOR:

Mechanistic target of rapamycin

OL-HDF:

Online hemodiafiltration

PA:

Phase angle

PES:

Polysulfone membrane

Pi:

Phosphorus

PTH:

Parathyroid hormone

ROC:

Receiver operating characteristic

SD:

Standard deviation

SGLT2i:

Sodium-glucose cotransporter-2 inhibitor

SII:

Systemic immune-inflammation index

SMI:

Skeletal muscle index

TBW:

Total body water

TAR1:

Time above range > 180 mg/dL

TAR2:

Time above range > 250 mg/dL

TBR1:

Time below range < 70 mg/dL

TBR2:

Time BELOW RANGE < 54 mg/dL

TIR:

Time in range (70–180 mg/dL)

VFA:

Visceral fat area

WC:

Waist circumference

WHtR:

Waist-to-height ratio

Acknowledgements

The datasets used and analyzed during the current study are available from the corresponding author on reasonable request.

Funding

None.

Author information

Authors and Affiliations

  1. Hospital Universitario Vall d’Hebron, Passeig. de la Vall d’Hebron, 119, Horta-Guinardó, 08035, Barcelona, Spain

    Pedro Gil-Millán, Ángel Ortiz-Zuñiga, Cristina Hernández, Rafael Simó & Olga Simó Servat

  2. Diaverum Hemodialysis Centers, Carrer Gran de Sant Andreu, 467, Sant Andreu, 08030, Barcelona, Spain

    Pedro Gil-Millán, Ascensión Lupiañez, Sonia Caparrós, Alicia Ribas & Shaira Martinez-Vaquera

  3. CIBERDEM, Instituto de Salud Carlos III, Av. Monforte de Lemos, 3-5. Pabellón 11. Planta 0, 28029, Madrid, Spain

    Pedro Gil-Millán, Ángel Ortiz-Zuñiga, Cristina Hernández, Rafael Simó & Olga Simó Servat

  4. Medicine Department. Autonomous, University of Barcelona (UAB), Barcelona, Spain

    Cristina Hernández & Rafael Simó

Authors
  1. Pedro Gil-Millán
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  2. Ascensión Lupiañez
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Correspondence to Pedro Gil-Millán.

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Cite this article

Gil-Millán, P., Lupiañez, A., Caparrós, S. et al. Subclinical overhydration predicts lower time in range and greater glycemic variability in type 2 diabetes on hemodialysis. Sci Rep (2026). https://doi.org/10.1038/s41598-026-49032-x

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  • Received: 07 November 2025

  • Accepted: 13 April 2026

  • Published: 25 April 2026

  • DOI: https://doi.org/10.1038/s41598-026-49032-x

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