Risk factors for thyroid nodules in a health examination population: a cross-sectional study and development of a simplified predictive model

Thyroid nodules are highly prevalent in this health examination population. Age, female sex, and higher body mass index are independent risk factors. Other metabolic disturbances were more common in individuals with TNs, but they were not independent predictors. A simplified model based on age, sex, and body mass index may help identify high-risk individuals in large-scale screenings.

Authors

Institutions

Publication Details

Journal
Frontiers in Endocrinology
Published
2026-01-15
DOI
https://doi.org/10.3389/fendo.2025.1738544
Primary Topic
Thyroid Cancer Diagnosis and Treatment
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Risk factors for thyroid nodules in a health examination population: a cross-sectional study and development of a simplified predictive model

Jinjia Zhang, Hangtian Yu, Yali Zhang, Jingle Cao et al.
Frontiers in Endocrinology
Thyroid Cancer Diagnosis and Treatment
article

Risk factors for thyroid nodules in a health examination population: a cross-sectional study and development of a simplified predictive model

Jinjia Zhang, Hangtian Yu, Yali Zhang, Jingle Cao, Wenyu Li, Jing Han, Yang Li, Zihan Li
article en

Abstract

Thyroid nodules are highly prevalent in this health examination population. Age, female sex, and higher body mass index are independent risk factors. Other metabolic disturbances were more common in individuals with TNs, but they were not independent predictors. A simplified model based on age, sex, and body mass index may help identify high-risk individuals in large-scale screenings.

Frontiers in EndocrinologyVol. 16
Hebei Medical University (CN), Second Hospital of Hebei Medical University (CN)
Hebei Medical University
Openalex Percentile: Top 87%
Thyroid Cancer Diagnosis and Treatment
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.