Age- and sex-specific normative values for reticulocyte indices and their relation to early-stage CKM syndrome

BACKGROUND: Reticulocyte-related indices reflect erythropoietic activity and red blood cell maturation and may provide insight into systemic metabolic and inflammatory states. Cardiovascular-kidney-metabolic (CKM) syndrome is a progressive systemic disorder driven by interacting metabolic, renal, and cardiovascular abnormalities. This study aimed to establish age- and sex-specific normative values for reticulocyte-related indices and to explore their cross-sectional associations with early-stage CKM syndrome. METHODS: A total of 5,692 adults aged 20-80 years from the China National Health Survey were included in this cross-sectional study for the final analysis. The Lambda-Mu-Sigma method was used to generate age- and sex-specific smoothed percentiles for reticulocyte indices, including RET# (reticulocyte count), RET% (reticulocyte percentage), LFR (low fluorescence reticulocytes), MFR (medium fluorescence reticulocytes), HFR (high fluorescence reticulocytes), IRF (immature reticulocyte fraction), RET-HE (reticulocyte hemoglobin equivalent), and RPI (reticulocyte production index), with percentile estimates at P1, P5, P25, P50, P75, P95, and P99. Differences across early CKM stages were assessed using one-way analysis of variance, chi-square tests, and analysis of covariance. Receiver operating characteristic analysis was used to evaluate discriminative performance. RESULTS: Reticulocyte-related indices showed significant sex-specific and age-specific variation, generally increasing in younger and middle-aged adults and then plateauing or declining in older adults. Several indices were associated with CKM stage progression. In particular, RET#, RET%, and RPI increased across CKM stages, whereas LFR decreased. ROC analysis showed that RET# provided good discrimination between CKM stage 0 and stages 1-2, with improved performance after adjustment for age and sex. CONCLUSION: Reticulocyte-related indices exhibit distinct age- and sex-specific distributions and are associated with early CKM stage status in this cross-sectional population. These findings provide normative reference data and suggest that reticulocyte indices may serve as exploratory indicators of systemic metabolic status, although prospective studies are needed to establish clinical utility.

Authors

Institutions

Publication Details

Journal
BMC Cardiovascular Disorders
Published
2026-06-29
DOI
https://doi.org/10.1186/s12872-026-06185-x
Primary Topic
Cystic Fibrosis Research Advances
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Age- and sex-specific normative values for reticulocyte indices and their relation to early-stage CKM syndrome

Guangliang Shan, Yajing Li, Zhen Song, Lunhui Huang et al.
BMC Cardiovascular Disorders
Cystic Fibrosis Research Advances
article

Age- and sex-specific normative values for reticulocyte indices and their relation to early-stage CKM syndrome

Guangliang Shan, Yajing Li, Zhen Song, Lunhui Huang, Yonghui Xia, Yueyi Mu, Min Shi, Yong Li, Guoqing Zhu, Yulong Fan, Binbin Lin
article en

Abstract

BACKGROUND: Reticulocyte-related indices reflect erythropoietic activity and red blood cell maturation and may provide insight into systemic metabolic and inflammatory states. Cardiovascular-kidney-metabolic (CKM) syndrome is a progressive systemic disorder driven by interacting metabolic, renal, and cardiovascular abnormalities. This study aimed to establish age- and sex-specific normative values for reticulocyte-related indices and to explore their cross-sectional associations with early-stage CKM syndrome. METHODS: A total of 5,692 adults aged 20-80 years from the China National Health Survey were included in this cross-sectional study for the final analysis. The Lambda-Mu-Sigma method was used to generate age- and sex-specific smoothed percentiles for reticulocyte indices, including RET# (reticulocyte count), RET% (reticulocyte percentage), LFR (low fluorescence reticulocytes), MFR (medium fluorescence reticulocytes), HFR (high fluorescence reticulocytes), IRF (immature reticulocyte fraction), RET-HE (reticulocyte hemoglobin equivalent), and RPI (reticulocyte production index), with percentile estimates at P1, P5, P25, P50, P75, P95, and P99. Differences across early CKM stages were assessed using one-way analysis of variance, chi-square tests, and analysis of covariance. Receiver operating characteristic analysis was used to evaluate discriminative performance. RESULTS: Reticulocyte-related indices showed significant sex-specific and age-specific variation, generally increasing in younger and middle-aged adults and then plateauing or declining in older adults. Several indices were associated with CKM stage progression. In particular, RET#, RET%, and RPI increased across CKM stages, whereas LFR decreased. ROC analysis showed that RET# provided good discrimination between CKM stage 0 and stages 1-2, with improved performance after adjustment for age and sex. CONCLUSION: Reticulocyte-related indices exhibit distinct age- and sex-specific distributions and are associated with early CKM stage status in this cross-sectional population. These findings provide normative reference data and suggest that reticulocyte indices may serve as exploratory indicators of systemic metabolic status, although prospective studies are needed to establish clinical utility.

BMC Cardiovascular Disorders
Chinese Academy of Medical Sciences & Peking Union Medical College (CN), Institute of Hematology & Blood Diseases Hospital (CN), Hebei Science and Technology Department (CN), Hebei Institute of Physical Education (CN)
Gender equality
Openalex Percentile: Top 8%
Cystic Fibrosis Research Advances
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.