ArticleThyroid : official journal of the American Thyroid Association2015
Geospatial and Temporal Analysis of Thyroid Cancer Incidence in a Rural Population.
Article in Thyroid : official journal of the American Thyroid Association, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 20 papers.
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Who cites it
20 citing papers in PubMed, 40 citations in OpenAlex.
- Conditional survival disparities and determinants in Urban-Rural patients with papillary thyroid carcinoma.Endocrine · 2026Article
- Long-term risk of incident thyroid cancer after COVID-19 in patients with thyroid disorder: a multicenter propensity score-matched cohort study.Frontiers in endocrinology · 2026Article
- Enhanced spatial analysis assessing the association between PFAS-contaminated water and cancer incidence: rationale, study design, and methods.BMC cancer · 2025Article
- Counts, incidence rates, and trends of pediatric cancer in the United States, 2003-2019.Journal of the National Cancer Institute · 2023Article
- Evaluating the representation of disaster hazards in SNOMED CT: gaps and opportunities.Journal of the American Medical Informatics Association : JAMIA · 2023Article
- Submandibular solid-cystic mass as the first and sole manifestation of occult thyroid papillary carcinoma: A case report.World journal of clinical cases · 2023Article
- Urban and Rural Surgical Practice Patterns for Papillary Thyroid Carcinoma.Thyroid : official journal of the American Thyroid Association · 2023Article
- Evidence-Based Conceptual Collection of Methods for Spatial Epidemiology and Analysis to Enhance Cancer Surveillance and Public Health.International journal of environmental research and public health · 2022Review
- Thyroid Cancer and Pesticide Use in a Central California Agricultural Area: A Case Control Study.The Journal of clinical endocrinology and metabolism · 2022Article
- Environmental and social determinants of thyroid cancer: A spatial analysis based on the Geographical Detector.Frontiers in endocrinology · 2022Article
- Harnessing electronic health records to study emerging environmental disasters: a proof of concept with perfluoroalkyl substances (PFAS).NPJ digital medicine · 2021Article
- Water, Health, and Environmental Justice in California: Geospatial Analysis of Nitrate Contamination and Thyroid Cancer.Environmental engineering science · 2021Article
- Thyroid Cancer Incidence in India Between 2006 and 2014 and Impact of Overdiagnosis.The Journal of clinical endocrinology and metabolism · 2020Article
- Synergy of GSK-J4 With Doxorubicin in KRAS-Mutant Anaplastic Thyroid Cancer.Frontiers in pharmacology · 2020Article
- The incidence and survival analysis for anaplastic thyroid cancer: a SEER database analysis.American journal of translational research · 2019Article
- Spatial analysis of the geographical distribution of thyroid cancer cases from the first-round thyroid ultrasound examination in Fukushima Prefecture.Scientific reports · 2018Article
- Development and validation of the PEPPER framework (Prenatal Exposure PubMed ParsER) with applications to food additives.Journal of the American Medical Informatics Association : JAMIA · 2018Article
- Growing incidence of thyroid carcinoma in recent years: Factors underlying overdiagnosis.Head & neck · 2018Review
- MiR-324-5p assists ultrasonography in predicting lymph node metastasis of unifocal papillary thyroid microcarcinoma without extracapsular spread.Oncotarget · 2017Article
- Correction to: Thyroid 2015;25(7):812-822.Thyroid : official journal of the American Thyroid Association · 2015Article
Corrections and comments
- Erratum issued
Authors and funding
7 authors at 1 institution in 1 country.
Funding
Abstract
backgroundThe increasing incidence of thyroid cancer has resulted in the rate tripling over the past 30 years. Reasons for this increase have not been established. Geostatistics and geographic information system (GIS) tools have emerged as powerful geospatial technologies to identify disease clusters, map patterns and trends, and assess the impact of ecological and socioeconomic factors (SES) on the spatial distribution of diseases. In this study, these tools were used to analyze thyroid cancer incidence in a rural population.
methodsThyroid cancer incidence and socio-demographic factors in Vermont (VT), United States, between 1994 and 2007 were analyzed by logistic regression and geospatial and temporal analyses.
resultsThe thyroid cancer age-adjusted incidence in Vermont (8.0 per 100,000) was comparable to the national level (8.4 per 100,000), as were the ratio of the incidence of females to males (3.1:1) and the mortality rate (0.5 per 100,000). However, the estimated annual percentage change was higher (8.3 VT; 5.7 U.S.). Incidence among females peaked at 30-59 years of age, reflecting a significant rise from 1994 to 2007, while incidence trends for males did not vary significantly by age. For both females and males, the distribution of tumors by size did not vary over time; ≤1.0 cm, 1.1-2.0 cm, and >2.0 cm represented 38%, 22%, and 40%, respectively. In females, papillary thyroid cancer (PTC) accounted for 89% of cases, follicular (FTC) 8%, medullary (MTC) 2%, and anaplastic (ATC) 0.6%, while in males PTC accounted for 77% of cases, FTC 15%, MTC 1%, and ATC 3%. Geospatial analysis revealed locations and spatial patterns that, when combined with multivariate incidence analyses, indicated that factors other than increased surveillance and access to healthcare (physician density or insurance) contributed to the increased thyroid cancer incidence. Nine thyroid cancer incidence hot spots, areas with very high normalized incidence, were identified based on zip code data. Those locations did not correlate with urban areas or healthcare centers.
conclusionsThese data provide evidence of increased thyroid cancer incidence in a rural population likely due to environmental drivers and SES. Geospatial modeling can provide an important framework for evaluation of additional associative risk factors.
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