Medium-term biological variation of sodium, potassium and chloride in whole blood in cohorts of healthy individuals and hemodialysis patients

Abstract Objectives Biological variation (BV) refers to the fluctuation of the concentration of a measurand around its homeostatic set-point. While BV has been extensively studied in healthy populations, robust data for patients with chronic diseases, particularly using whole blood measurements, remain scarce. The aim of this study was to obtain BV estimates for electrolytes in whole blood for a cohort of healthy individuals and one of hemodialysis patients (HD) and compare them with each other. Methods A prospective BV study was conducted in 18 stable HD patients and 26 healthy individuals. Whole blood potassium, sodium and chloride concentrations were measured weekly for 12 consecutive weeks using a direct potentiometry blood gas analyser. Preanalytical conditions were standardised. BV estimates were delivered using both CV-ANOVA and Bayesian methods. Population homogeneity was assessed using the Harris–Brown heterogeneity ratio, and the index of individuality was calculated for each measurand. Results Significant differences in BV estimates were observed between groups. BV estimates were higher in HD patients for most measurands. Within the healthy group, whole blood within-subject (CV I ) estimates were higher than those reported for serum/plasma in the literature. Heterogeneity analyses indicated non-homogeneous CV I distributions for sodium and potassium in HD patients. Conclusions This study provides the first BIVAC-compliant BV estimates for electrolytes measured in whole blood. These results highlight significant disease-related differences in BV and support the need for disease- and matrix-specific reference tools to enable personalised interpretation of electrolyte results in hemodialysis monitoring.

Authors

Institutions

Publication Details

Journal
Advances in Laboratory Medicine / Avances en Medicina de Laboratorio
Published
2026-06-30
DOI
https://doi.org/10.1515/almed-2026-0012
Primary Topic
Clinical Laboratory Practices and Quality Control
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Medium-term biological variation of sodium, potassium and chloride in whole blood in cohorts of healthy individuals and hemodialysis patients

Antonio Buño Soto, Sverre Sandberg, Anna Carobene, Berta Sufrate-Vergara et al.
Advances in Laboratory Medicine / Avances en Medicina de Laboratorio
Clinical Laboratory Practices and Quality Control
article

Medium-term biological variation of sodium, potassium and chloride in whole blood in cohorts of healthy individuals and hemodialysis patients

Antonio Buño Soto, Sverre Sandberg, Anna Carobene, Berta Sufrate-Vergara, Isabel Moreno-Parro, Jorge Díaz-Garzón Marco, Blanca Beumer Prieto, Roberto Mora Corcovado, Daniel Prieto Arribas, Aasne K. Aarsand, José Manuel Hidalgo, Ana Monreal, Ana Cristina Mendoza, Paloma Oliver, Pilar Fernández-Calle, Sara Julia Molina, Nuria Alert
article en

Abstract

Abstract Objectives Biological variation (BV) refers to the fluctuation of the concentration of a measurand around its homeostatic set-point. While BV has been extensively studied in healthy populations, robust data for patients with chronic diseases, particularly using whole blood measurements, remain scarce. The aim of this study was to obtain BV estimates for electrolytes in whole blood for a cohort of healthy individuals and one of hemodialysis patients (HD) and compare them with each other. Methods A prospective BV study was conducted in 18 stable HD patients and 26 healthy individuals. Whole blood potassium, sodium and chloride concentrations were measured weekly for 12 consecutive weeks using a direct potentiometry blood gas analyser. Preanalytical conditions were standardised. BV estimates were delivered using both CV-ANOVA and Bayesian methods. Population homogeneity was assessed using the Harris–Brown heterogeneity ratio, and the index of individuality was calculated for each measurand. Results Significant differences in BV estimates were observed between groups. BV estimates were higher in HD patients for most measurands. Within the healthy group, whole blood within-subject (CV I ) estimates were higher than those reported for serum/plasma in the literature. Heterogeneity analyses indicated non-homogeneous CV I distributions for sodium and potassium in HD patients. Conclusions This study provides the first BIVAC-compliant BV estimates for electrolytes measured in whole blood. These results highlight significant disease-related differences in BV and support the need for disease- and matrix-specific reference tools to enable personalised interpretation of electrolyte results in hemodialysis monitoring.

Advances in Laboratory Medicine / Avances en Medicina de Laboratorio
Hospital Universitario La Paz (ES), Hospital La Paz Institute for Health Research (ES), IRCCS Ospedale San Raffaele (IT)
Good health and well-being
Openalex Percentile: Top 8%
Clinical Laboratory Practices and Quality Control
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.