ArticleBMC cancer2024
Correlation between socioeconomic indices and epidemiological indices of thyroid cancer from 1990 to 2019 year: a global ecologic study.
Article in BMC cancer, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.
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14 citing papers in PubMed, 18 citations in OpenAlex.
- From Pixels to Prediction: Developing Integrated AI Foundation Models for Personalized Thyroid Cancer Care.Cancers · 2026Review
- Global burden and trends of breast cancer: GLOBOCAN 2022 estimates of incidence and mortality in 185 countries.Chinese medical journal · 2026Article
- Spatiotemporal Epidemiology of Female Thyroid Cancer: A Retrospective Population-Based Registry Study in the Hamadan Province, Iran (2010-2019).Archives of Iranian medicine · 2025Article
- Dose-dependent effects of wheat germ oil and vitamin E on apoptosis and gene expression in breast and cervical cancer cell lines with single-cell RNA-seq profiling.Scientific reports · 2025Article
- Global trend and geographic distribution of thyroid cancer from 1990 to 2021 and its prediction until 2030.Discover oncology · 2025Article
- Advanced machine learning framework for thyroid cancer epidemiology in Iran through integration of environmental socioeconomic and health system predictors.Scientific reports · 2025Article
- Spatial heterogeneity and temporal trends of thyroid cancer incidence in Iran from 2014 to 2017.Scientific reports · 2025Article
- Article
- Machine Learning for Thyroid Cancer Detection, Presence of Metastasis, and Recurrence Predictions-A Scoping Review.Cancers · 2025Review
- Global landscape of early-onset thyroid cancer: current burden, temporal trend and future projections on the basis of GLOBOCAN 2022.Journal of global health · 2025Article
- Regional insights into the relationship between metabolic associated steatotic liver disease and chronic kidney disease: a socioeconomic perspective on disease correlation.BMC public health · 2025Article
- Relationship of modifiable risk factors with the incidence of thyroid cancer: a worldwide study.BMC research notes · 2025Article
- Global, regional, and national burdens of eating disorders from 1990 to 2021 and projection to 2035.Frontiers in nutrition · 2025Article
- Global, Regional, and National Burden and Trends of Soft Tissue and Other Extraosseous Sarcomas From 1990 to 2021.Cancer control : journal of the Moffitt Cancer CenterArticle
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3 authors at 1 institution in 1 country.
Funding
Abstract
backgroundThe incidence of thyroid cancer as the most common type of endocrine gland malignancy has risen more significantly than any malignancies in recent years. Estimated new cases of thyroid cancer in the United States in 2024 were 12,500 and 31,520 for men and women, respectively, and estimated deaths were 1,180 for women and 990 for men. Indices of socio-economic have been commonly used to measure the development of countries. Therefore, this study aimed to examine the correlation between indices of socioeconomic status and epidemiological indices of thyroid cancer throughout the world. In addition, this study has compared two indices of human development and a socio-demographic index.
methodThis worldwide ecological study used data on thyroid cancer incidence, mortality, human development index (HDI), and sociodemographic index (SDI) between 1990 and 2019 from the Global Burden of Disease (GBD). We evaluated the correlation between incidence and mortality rates with socioeconomic indices by using Pearson's correlation coefficient. Furthermore, for the first time, the generalized additive model (GAM) was employed for modeling. The statistical software R, version 4.2.2, was used to conduct all statistical analyses.
resultsThe correlation between the incidence of thyroid cancer and the HDI was significant and positive (r = 0.47, p-value < 0.001). While the correlation between thyroid cancer mortality and HDI was not statistically significant (r = 0.01, p-value = 0.076). Besides, the incidence of thyroid cancer was significantly positively correlated with SDI (r = 0.48, p-value < 0.001). The multiple GAM showed that for one unit increase in HDI, the risk of thyroid cancer was increased by 2.1 times (RR = 2.1, 95%CI = 2.04 to 2.19), and for one unit increase in SDI, the risk of thyroid cancer was shown to increase by 2.2 times. (RR = 2.2, 95%CI = 2.19 to 2.35).
conclusionIt has been evident that countries with higher incidence of thyroid cancer display higher socioeconomic indices. While, countries with higher socioeconomic indices, report lower mortality rates. However, based on the modeling results, it can be concluded that the SDI is slightly more useful in this regard. Therefore, examining the epidemiological indices of thyroid cancer by socio-economic indices can be useful to reflect a clear image of the distribution of this cancer in each country, and can be used for planning cancer prevention strategies.
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