# Biological variation in serum thyroid, iron metabolism, and plasma bone metabolism biomarkers in patients with type 2 diabetes mellitus

**Authors:** Xia Wang, Mei Zhang, Zhi Liu, Chuan Li, Yujue Li, Hengjian Huang, He He, Xijie Yu

PMC · DOI: 10.3389/fendo.2025.1506664 · Frontiers in Endocrinology · 2025-05-20

## TL;DR

This study examines the biological variation of biomarkers related to thyroid, iron, and bone metabolism in type 2 diabetes patients and compares them to healthy individuals.

## Contribution

The study provides population-specific biological variation data for T2DM patients, aiding in the interpretation of biomarker changes.

## Key findings

- Females had lower within-subject variation for thyroid-stimulating hormone, parathyroid hormone, and phosphate.
- T2DM patients showed significantly lower between-subject variation for cortisol and iron compared to healthy individuals.
- RCVs for four bone and five thyroid biomarkers from healthy populations can be used for T2DM monitoring.

## Abstract

Variability in biomarkers is crucial for clinical decision-making in individuals with type 2 diabetes mellitus (T2DM). The biological variation (BV) of biomarkers associated with thyroid function, iron metabolism, and bone metabolism may show population-specific differences. This study aims to evaluate the biological variation of sixteen biomarkers in T2DM patients and compare these with variations observed in a healthy population.

Twenty-four T2DM patients, aged 43 to 67 and in stable condition, were enrolled. Blood samples were collected biweekly for three months. Analysis of variance models were used to assess the BV, including within-subject BV (CVI), between-subject BV (CVG), analytical variation, reference change value (RCV), index of individuality (II), the number of samples required for steady-state set points (NHSP), and analytical performance specifications for all biomarkers.

Females exhibited lower CVI estimates for thyroid-stimulating hormone, parathyroid hormone, and phosphate compared to males. No significant differences in CVI estimates were observed between T2DM patients and healthy individuals across the study. However, the CVG estimates for cortisol and iron were significantly lower in T2DM patients compared to the healthy individuals.

BV data is critical for the precise interpretation of serial biomarker level changes in T2DM patients. It is deemed reasonable to use RCVs for four bone metabolism markers and five thyroid biomarkers, derived from a healthy population, as a reference for monitoring T2DM patients.

## Linked entities

- **Diseases:** type 2 diabetes mellitus (MONDO:0005148)

## Full-text entities

- **Genes:** PTH (parathyroid hormone) [NCBI Gene 5741] {aka FIH1, PTH1}
- **Diseases:** T2DM (MESH:D003924), thyroid (MESH:D013966)
- **Chemicals:** cortisol (MESH:D006854), phosphate (MESH:D010710), iron (MESH:D007501)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## References

43 references — full list in the complete paper: https://tomesphere.com/paper/PMC12129759/full.md

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Source: https://tomesphere.com/paper/PMC12129759