Contemporary Trends in Calcium Levels and Related Clinical Conditions: A Two Decade Analysis of U.S. National Health and Nutritional Examination Survey Data

Abstract: Ambulatory hypercalcemia is a proxy for primary hyperparathyroidism. Reports of an increased incidence of hypercalcemia and undiagnosed primary hyperparathyroidism in several electronic medical record studies have prompted a population-based trend analysis of serum calcium. Data from the 2000-2020 U.S. National Health and Nutritional Examination Survey were used to study the trend of serum calcium and related factors. The NHANES has contemporary insight into the ambulatory state of health in the large and diverse U.S. population. Joinpoint regression estimated yearly changes of serum calcium and related factors using annual percentage changes. Serum calcium levels increased by an average of 0.65 mg/dL/y from 2000 to 2004 and then decreased on average by 0.12 mg/dL annually from 2004 to 2020. Among women, serum calcium levels increased by an average of 0.69 mg/dL/y from 2000 to 2004 but then decreased on average by 0.13 mg/dL annually from 2004 to 2020. Among men, serum calcium levels increased by an average of 0.61 mg/dL/y from 2000 to 2004 and then remained stable. Trends of body mass index increased by an average of 0.49/y from 2014 to 2020. Ambulatory hypercalcemia is a proxy for primary hyperparathyroidism. Over 20 years in the U.S. National Health and Nutritional Examination Survey (2000-2020), calcium levels have been decreasing slightly since 2004 after an increase while body mass index has been increasing since 2014. These data conflict with reported observations of the undiagnosed and increased incidence of primary hyperparathyroidism. These data may ultimately serve to refine primary hyperparathyroidism data phenotype for machine learning deployed within an electronic medical record.

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Publication Details

Journal
Hormone and Metabolic Research
Published
2026-04-27
DOI
https://doi.org/10.1055/a-2854-1289
Primary Topic
Parathyroid Disorders and Treatments
Type
article
Field-Weighted Citation Impact
0.00
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article

Contemporary Trends in Calcium Levels and Related Clinical Conditions: A Two Decade Analysis of U.S. National Health and Nutritional Examination Survey Data

Ethan D. Frank, Eric Adjei Boakye, Brendan C. Stack
Hormone and Metabolic Research
Parathyroid Disorders and Treatments
article

Contemporary Trends in Calcium Levels and Related Clinical Conditions: A Two Decade Analysis of U.S. National Health and Nutritional Examination Survey Data

Ethan D. Frank, Eric Adjei Boakye, Brendan C. Stack
article en

Abstract

Abstract: Ambulatory hypercalcemia is a proxy for primary hyperparathyroidism. Reports of an increased incidence of hypercalcemia and undiagnosed primary hyperparathyroidism in several electronic medical record studies have prompted a population-based trend analysis of serum calcium. Data from the 2000-2020 U.S. National Health and Nutritional Examination Survey were used to study the trend of serum calcium and related factors. The NHANES has contemporary insight into the ambulatory state of health in the large and diverse U.S. population. Joinpoint regression estimated yearly changes of serum calcium and related factors using annual percentage changes. Serum calcium levels increased by an average of 0.65 mg/dL/y from 2000 to 2004 and then decreased on average by 0.12 mg/dL annually from 2004 to 2020. Among women, serum calcium levels increased by an average of 0.69 mg/dL/y from 2000 to 2004 but then decreased on average by 0.13 mg/dL annually from 2004 to 2020. Among men, serum calcium levels increased by an average of 0.61 mg/dL/y from 2000 to 2004 and then remained stable. Trends of body mass index increased by an average of 0.49/y from 2014 to 2020. Ambulatory hypercalcemia is a proxy for primary hyperparathyroidism. Over 20 years in the U.S. National Health and Nutritional Examination Survey (2000-2020), calcium levels have been decreasing slightly since 2004 after an increase while body mass index has been increasing since 2014. These data conflict with reported observations of the undiagnosed and increased incidence of primary hyperparathyroidism. These data may ultimately serve to refine primary hyperparathyroidism data phenotype for machine learning deployed within an electronic medical record.

Hormone and Metabolic ResearchVol. 58(05)
Brigham Young University (US), Henry Ford Health System (US), Southern Illinois University School of Medicine (US)
Zero hunger
Openalex Percentile: Top 15%
Parathyroid Disorders and Treatments
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