A Framework for Fitness-for-Purpose and Reuse in Computational Phenotyping
November 17, 2025
Background
Parathyroidism refers to disorders involving the parathyroid glands, which are small endocrine glands in the neck, typically behind the thyroid gland. These glands play a crucial role in regulating calcium and phosphorus levels in the body through the secretion of parathyroid hormone (PTH). Parathyroidism can manifest in different ways, primarily as hyperparathyroidism and hypoparathyroidism.Â
Hyperparathyroidism: This condition involves the overactivity of one or more parathyroid glands, leading to excessive secretion of parathyroid hormone. Hyperparathyroidism can be categorized as primary, secondary, or tertiary.Â
Hypoparathyroidism: This condition is characterized by insufficient secretion of parathyroid hormone. It can be caused by damage or surgical removal of the parathyroid glands, autoimmune conditions, or other factors. The low levels of PTH result in decreased calcium levels in the blood (hypocalcemia) and increased phosphorus levels. Symptoms of hypoparathyroidism include muscle cramps, tingling sensations, seizures, and, in severe cases, potentially life-threatening complications.Â
Epidemiology
The epidemiology of parathyroidism can vary based on the type and underlying causes:Â
Anatomy
Pathophysiology
Primary Hyperparathyroidism:Â
Secondary Hyperparathyroidism:Â
Â
Etiology
Hyperparathyroidism:Â
Primary Hyperparathyroidism:Â
Secondary Hyperparathyroidism:Â
Hypoparathyroidism:Â
Congenital Hypoparathyroidism:Â
Acquired Hypoparathyroidism:Â
Genetics
Prognostic Factors
Type of Hyperparathyroidism: The type of hyperparathyroidism (primary vs. secondary) can influence prognosis. Â
Primary hyperparathyroidism caused by a benign adenoma generally has a better prognosis than secondary hyperparathyroidism associated with chronic kidney disease, where the underlying kidney disease can significantly affect outcomes.Â
Hypoparathyroidism:Â
Clinical History
Primary Hyperparathyroidism:Â
Physical Examination
Age group
Associated comorbidity
Primary hyperparathyroidism can occur sporadically or as part of specific genetic syndromes (e.g., multiple endocrine neoplasia type 1 or MEN1). It is more common in individuals with a history of radiation exposure to the head and neck region. There isn’t a specific associated comorbidity, but it can be seen alongside other medical conditions due to its prevalence in older individuals.Â
Associated activity
Acuity of presentation
The acuity of presentation varies. Some individuals may be asymptomatic and only have mild hypercalcemia detected incidentally on routine blood tests. Others may experience various symptoms, including fatigue, weakness, bone pain, kidney stones, constipation, frequent urination, and cognitive changes. Severe hypercalcemia can lead to confusion, cardiac arrhythmias, and even coma.Â
Hypoparathyroidism:Â
Differential Diagnoses
Laboratory Studies
Imaging Studies
Procedures
Histologic Findings
Staging
Treatment Paradigm
Primary Hyperparathyroidism:Â
Hypoparathyroidism:Â
by Stage
by Modality
Chemotherapy
Radiation Therapy
Surgical Interventions
Hormone Therapy
Immunotherapy
Hyperthermia
Photodynamic Therapy
Stem Cell Transplant
Targeted Therapy
Palliative Care
use-of-a-non-pharmacological-approach-for-treating-parathyroidism
Dietary Modifications:Â
For Primary Hyperparathyroidism:Â
For Hypoparathyroidism:Â
Lifestyle Changes:Â
For Both Types:Â
For Primary Hyperparathyroidism:Â
Sun Exposure:Â
For Both Types:Â
Stress Management:Â
For Both Types:Â
Nutritional Counselling:Â
Role of Calcimimetics in the treatment of Hyperparathyroidism
Calcimimetics targets the calcium-sensing receptors (CaSR) located on the surface of parathyroid cells. These receptors regulate PTH secretion in response to changes in serum calcium levels. When serum calcium levels are high, the receptors sense it and signal a decrease in PTH secretion.Â
Calcimimetics enhances the sensitivity of these receptors to extracellular calcium, effectively tricking the parathyroid glands into thinking that calcium levels are higher than they are. This leads to a reduction in PTH secretion, which subsequently lowers serum calcium levels.Â
Role in Primary Hyperparathyroidism:Â
Role in Secondary Hyperparathyroidism and CKD:Â
Role of Bisphosphonates in the treatment of Hyperparathyroidism
Primary hyperparathyroidism is characterized by excessive parathyroid hormone (PTH) secretion, leading to elevated calcium levels in the blood (hypercalcemia).Â
Bisphosphonates are not used to directly lower PTH levels, which is the primary goal of treating hyperparathyroidism. Instead, they address the consequences of hyperparathyroidism on bone health.Â
Hyperparathyroidism can lead to increased bone resorption, resulting in decreased bone density and an increased risk of fractures.Â
Bisphosphonates work by inhibiting osteoclast activity, which is responsible for breaking down bone tissue. By reducing bone resorption, bisphosphonates can help improve bone density and reduce the risk of fractures.Â
Role of Estrogen or Hormone Replacement Therapy in the treatment of hyperparathyroidism
Primary hyperparathyroidism is characterized by excessive parathyroid hormone (PTH) secretion, leading to elevated calcium levels in the blood (hypercalcemia).Â
Postmenopausal women are more commonly affected by primary hyperparathyroidism, which might be related to changes in hormonal status.Â
Estrogen, a hormone that declines after menopause, plays a role in maintaining bone health and density.Â
In postmenopausal women with primary hyperparathyroidism, estrogen or hormone replacement therapy (HRT) might be considered to address bone loss associated with hypercalcemia and high PTH levels.Â
Role of Calcium Supplements in the treatment of Hypoparathyroidism
Calcium supplements are a cornerstone of therapy for this condition. Here’s how calcium supplements are used in the treatment of hypoparathyroidism:Â
Role of Vitamin D analogues in the treatment of Hypoparathyroidism
Enhancing Calcium Absorption:Â
Regulating Calcium and Phosphate Levels:Â
Bone Health:Â
Types of Vitamin D Analogues:Â
use-of-intervention-with-a-procedure-in-treating-parathyroidism
Interventional procedures are commonly used to treat parathyroid disorders, particularly in cases of primary hyperparathyroidism where surgical removal of the affected parathyroid gland(s) is required. The primary procedure used to address parathyroid disorders is called parathyroidectomy. Â
Parathyroidectomy:Â
use-of-phases-in-managing-parathyroidism
The management of parathyroidism typically involves different phases aimed at diagnosing the condition, determining its underlying cause, initiating appropriate treatment, and providing ongoing care. Here are the general phases involved in managing parathyroid:Â
Diagnostic Phase:Â
In this phase, healthcare providers gather information about the patient’s medical history symptoms and perform diagnostic tests.Â
Blood tests measure calcium, parathyroid hormone (PTH), and other relevant markers to assess whether hyperparathyroidism or hypoparathyroidism is present.Â
Evaluation and Diagnosis:Â
Once diagnostic tests are completed, healthcare providers analyze the results to determine the type of parathyroid disorder (primary, secondary, or tertiary hyperparathyroidism or hypoparathyroidism).Â
Imaging studies like ultrasound, sestamibi scans, and potentially more advanced imaging are used to locate abnormal parathyroid glands or tumors.Â
Determining Underlying Cause:Â
For primary hyperparathyroidism, identifying the underlying cause, such as a parathyroid adenoma or hyperplasia, is essential for treatment planning.Â
Identifying the underlying condition (usually kidney disease or vitamin D deficiency) is crucial for secondary hyperparathyroidism.Â
Treatment Phase:Â
Treatment varies based on the specific type of parathyroid disorder.Â
Surgical removal of the affected gland(s) (parathyroidectomy) is often recommended in primary hyperparathyroidism due to an adenoma.Â
For secondary hyperparathyroidism, addressing the underlying condition (e.g., kidney disease, vitamin D deficiency) is important to manage parathyroid hormone levels.Â
In hypoparathyroidism, treatment includes calcium and vitamin D supplementation to manage low blood calcium levels.Â
Surgical Phase:Â
Surgical intervention, like parathyroidectomy, is commonly used in cases of primary hyperparathyroidism with significant symptoms or complications.Â
This phase includes surgical planning, preoperative evaluations, and postoperative care.Â
Postoperative Care: For patients who undergo surgery, postoperative monitoring of calcium and PTH levels is crucial to ensure that levels normalize without complications.Â
Medication
Future Trends
Parathyroidism refers to disorders involving the parathyroid glands, which are small endocrine glands in the neck, typically behind the thyroid gland. These glands play a crucial role in regulating calcium and phosphorus levels in the body through the secretion of parathyroid hormone (PTH). Parathyroidism can manifest in different ways, primarily as hyperparathyroidism and hypoparathyroidism.Â
Hyperparathyroidism: This condition involves the overactivity of one or more parathyroid glands, leading to excessive secretion of parathyroid hormone. Hyperparathyroidism can be categorized as primary, secondary, or tertiary.Â
Hypoparathyroidism: This condition is characterized by insufficient secretion of parathyroid hormone. It can be caused by damage or surgical removal of the parathyroid glands, autoimmune conditions, or other factors. The low levels of PTH result in decreased calcium levels in the blood (hypocalcemia) and increased phosphorus levels. Symptoms of hypoparathyroidism include muscle cramps, tingling sensations, seizures, and, in severe cases, potentially life-threatening complications.Â
The epidemiology of parathyroidism can vary based on the type and underlying causes:Â
Primary Hyperparathyroidism:Â
Secondary Hyperparathyroidism:Â
Â
Hyperparathyroidism:Â
Primary Hyperparathyroidism:Â
Secondary Hyperparathyroidism:Â
Hypoparathyroidism:Â
Congenital Hypoparathyroidism:Â
Acquired Hypoparathyroidism:Â
Type of Hyperparathyroidism: The type of hyperparathyroidism (primary vs. secondary) can influence prognosis. Â
Primary hyperparathyroidism caused by a benign adenoma generally has a better prognosis than secondary hyperparathyroidism associated with chronic kidney disease, where the underlying kidney disease can significantly affect outcomes.Â
Hypoparathyroidism:Â
Primary Hyperparathyroidism:Â
Primary hyperparathyroidism can occur sporadically or as part of specific genetic syndromes (e.g., multiple endocrine neoplasia type 1 or MEN1). It is more common in individuals with a history of radiation exposure to the head and neck region. There isn’t a specific associated comorbidity, but it can be seen alongside other medical conditions due to its prevalence in older individuals.Â
The acuity of presentation varies. Some individuals may be asymptomatic and only have mild hypercalcemia detected incidentally on routine blood tests. Others may experience various symptoms, including fatigue, weakness, bone pain, kidney stones, constipation, frequent urination, and cognitive changes. Severe hypercalcemia can lead to confusion, cardiac arrhythmias, and even coma.Â
Hypoparathyroidism:Â
Primary Hyperparathyroidism:Â
Hypoparathyroidism:Â
Dietary Modifications:Â
For Primary Hyperparathyroidism:Â
For Hypoparathyroidism:Â
Lifestyle Changes:Â
For Both Types:Â
For Primary Hyperparathyroidism:Â
Sun Exposure:Â
For Both Types:Â
Stress Management:Â
For Both Types:Â
Nutritional Counselling:Â
Calcimimetics targets the calcium-sensing receptors (CaSR) located on the surface of parathyroid cells. These receptors regulate PTH secretion in response to changes in serum calcium levels. When serum calcium levels are high, the receptors sense it and signal a decrease in PTH secretion.Â
Calcimimetics enhances the sensitivity of these receptors to extracellular calcium, effectively tricking the parathyroid glands into thinking that calcium levels are higher than they are. This leads to a reduction in PTH secretion, which subsequently lowers serum calcium levels.Â
Role in Primary Hyperparathyroidism:Â
Role in Secondary Hyperparathyroidism and CKD:Â
Primary hyperparathyroidism is characterized by excessive parathyroid hormone (PTH) secretion, leading to elevated calcium levels in the blood (hypercalcemia).Â
Bisphosphonates are not used to directly lower PTH levels, which is the primary goal of treating hyperparathyroidism. Instead, they address the consequences of hyperparathyroidism on bone health.Â
Hyperparathyroidism can lead to increased bone resorption, resulting in decreased bone density and an increased risk of fractures.Â
Bisphosphonates work by inhibiting osteoclast activity, which is responsible for breaking down bone tissue. By reducing bone resorption, bisphosphonates can help improve bone density and reduce the risk of fractures.Â
Primary hyperparathyroidism is characterized by excessive parathyroid hormone (PTH) secretion, leading to elevated calcium levels in the blood (hypercalcemia).Â
Postmenopausal women are more commonly affected by primary hyperparathyroidism, which might be related to changes in hormonal status.Â
Estrogen, a hormone that declines after menopause, plays a role in maintaining bone health and density.Â
In postmenopausal women with primary hyperparathyroidism, estrogen or hormone replacement therapy (HRT) might be considered to address bone loss associated with hypercalcemia and high PTH levels.Â
Calcium supplements are a cornerstone of therapy for this condition. Here’s how calcium supplements are used in the treatment of hypoparathyroidism:Â
Enhancing Calcium Absorption:Â
Regulating Calcium and Phosphate Levels:Â
Bone Health:Â
Types of Vitamin D Analogues:Â
Interventional procedures are commonly used to treat parathyroid disorders, particularly in cases of primary hyperparathyroidism where surgical removal of the affected parathyroid gland(s) is required. The primary procedure used to address parathyroid disorders is called parathyroidectomy. Â
Parathyroidectomy:Â
The management of parathyroidism typically involves different phases aimed at diagnosing the condition, determining its underlying cause, initiating appropriate treatment, and providing ongoing care. Here are the general phases involved in managing parathyroid:Â
Diagnostic Phase:Â
In this phase, healthcare providers gather information about the patient’s medical history symptoms and perform diagnostic tests.Â
Blood tests measure calcium, parathyroid hormone (PTH), and other relevant markers to assess whether hyperparathyroidism or hypoparathyroidism is present.Â
Evaluation and Diagnosis:Â
Once diagnostic tests are completed, healthcare providers analyze the results to determine the type of parathyroid disorder (primary, secondary, or tertiary hyperparathyroidism or hypoparathyroidism).Â
Imaging studies like ultrasound, sestamibi scans, and potentially more advanced imaging are used to locate abnormal parathyroid glands or tumors.Â
Determining Underlying Cause:Â
For primary hyperparathyroidism, identifying the underlying cause, such as a parathyroid adenoma or hyperplasia, is essential for treatment planning.Â
Identifying the underlying condition (usually kidney disease or vitamin D deficiency) is crucial for secondary hyperparathyroidism.Â
Treatment Phase:Â
Treatment varies based on the specific type of parathyroid disorder.Â
Surgical removal of the affected gland(s) (parathyroidectomy) is often recommended in primary hyperparathyroidism due to an adenoma.Â
For secondary hyperparathyroidism, addressing the underlying condition (e.g., kidney disease, vitamin D deficiency) is important to manage parathyroid hormone levels.Â
In hypoparathyroidism, treatment includes calcium and vitamin D supplementation to manage low blood calcium levels.Â
Surgical Phase:Â
Surgical intervention, like parathyroidectomy, is commonly used in cases of primary hyperparathyroidism with significant symptoms or complications.Â
This phase includes surgical planning, preoperative evaluations, and postoperative care.Â
Postoperative Care: For patients who undergo surgery, postoperative monitoring of calcium and PTH levels is crucial to ensure that levels normalize without complications.Â
Parathyroidism refers to disorders involving the parathyroid glands, which are small endocrine glands in the neck, typically behind the thyroid gland. These glands play a crucial role in regulating calcium and phosphorus levels in the body through the secretion of parathyroid hormone (PTH). Parathyroidism can manifest in different ways, primarily as hyperparathyroidism and hypoparathyroidism.Â
Hyperparathyroidism: This condition involves the overactivity of one or more parathyroid glands, leading to excessive secretion of parathyroid hormone. Hyperparathyroidism can be categorized as primary, secondary, or tertiary.Â
Hypoparathyroidism: This condition is characterized by insufficient secretion of parathyroid hormone. It can be caused by damage or surgical removal of the parathyroid glands, autoimmune conditions, or other factors. The low levels of PTH result in decreased calcium levels in the blood (hypocalcemia) and increased phosphorus levels. Symptoms of hypoparathyroidism include muscle cramps, tingling sensations, seizures, and, in severe cases, potentially life-threatening complications.Â
The epidemiology of parathyroidism can vary based on the type and underlying causes:Â
Primary Hyperparathyroidism:Â
Secondary Hyperparathyroidism:Â
Â
Hyperparathyroidism:Â
Primary Hyperparathyroidism:Â
Secondary Hyperparathyroidism:Â
Hypoparathyroidism:Â
Congenital Hypoparathyroidism:Â
Acquired Hypoparathyroidism:Â
Type of Hyperparathyroidism: The type of hyperparathyroidism (primary vs. secondary) can influence prognosis. Â
Primary hyperparathyroidism caused by a benign adenoma generally has a better prognosis than secondary hyperparathyroidism associated with chronic kidney disease, where the underlying kidney disease can significantly affect outcomes.Â
Hypoparathyroidism:Â
Primary Hyperparathyroidism:Â
Primary hyperparathyroidism can occur sporadically or as part of specific genetic syndromes (e.g., multiple endocrine neoplasia type 1 or MEN1). It is more common in individuals with a history of radiation exposure to the head and neck region. There isn’t a specific associated comorbidity, but it can be seen alongside other medical conditions due to its prevalence in older individuals.Â
The acuity of presentation varies. Some individuals may be asymptomatic and only have mild hypercalcemia detected incidentally on routine blood tests. Others may experience various symptoms, including fatigue, weakness, bone pain, kidney stones, constipation, frequent urination, and cognitive changes. Severe hypercalcemia can lead to confusion, cardiac arrhythmias, and even coma.Â
Hypoparathyroidism:Â
Primary Hyperparathyroidism:Â
Hypoparathyroidism:Â
Dietary Modifications:Â
For Primary Hyperparathyroidism:Â
For Hypoparathyroidism:Â
Lifestyle Changes:Â
For Both Types:Â
For Primary Hyperparathyroidism:Â
Sun Exposure:Â
For Both Types:Â
Stress Management:Â
For Both Types:Â
Nutritional Counselling:Â
Calcimimetics targets the calcium-sensing receptors (CaSR) located on the surface of parathyroid cells. These receptors regulate PTH secretion in response to changes in serum calcium levels. When serum calcium levels are high, the receptors sense it and signal a decrease in PTH secretion.Â
Calcimimetics enhances the sensitivity of these receptors to extracellular calcium, effectively tricking the parathyroid glands into thinking that calcium levels are higher than they are. This leads to a reduction in PTH secretion, which subsequently lowers serum calcium levels.Â
Role in Primary Hyperparathyroidism:Â
Role in Secondary Hyperparathyroidism and CKD:Â
Primary hyperparathyroidism is characterized by excessive parathyroid hormone (PTH) secretion, leading to elevated calcium levels in the blood (hypercalcemia).Â
Bisphosphonates are not used to directly lower PTH levels, which is the primary goal of treating hyperparathyroidism. Instead, they address the consequences of hyperparathyroidism on bone health.Â
Hyperparathyroidism can lead to increased bone resorption, resulting in decreased bone density and an increased risk of fractures.Â
Bisphosphonates work by inhibiting osteoclast activity, which is responsible for breaking down bone tissue. By reducing bone resorption, bisphosphonates can help improve bone density and reduce the risk of fractures.Â
Primary hyperparathyroidism is characterized by excessive parathyroid hormone (PTH) secretion, leading to elevated calcium levels in the blood (hypercalcemia).Â
Postmenopausal women are more commonly affected by primary hyperparathyroidism, which might be related to changes in hormonal status.Â
Estrogen, a hormone that declines after menopause, plays a role in maintaining bone health and density.Â
In postmenopausal women with primary hyperparathyroidism, estrogen or hormone replacement therapy (HRT) might be considered to address bone loss associated with hypercalcemia and high PTH levels.Â
Calcium supplements are a cornerstone of therapy for this condition. Here’s how calcium supplements are used in the treatment of hypoparathyroidism:Â
Enhancing Calcium Absorption:Â
Regulating Calcium and Phosphate Levels:Â
Bone Health:Â
Types of Vitamin D Analogues:Â
Interventional procedures are commonly used to treat parathyroid disorders, particularly in cases of primary hyperparathyroidism where surgical removal of the affected parathyroid gland(s) is required. The primary procedure used to address parathyroid disorders is called parathyroidectomy. Â
Parathyroidectomy:Â
The management of parathyroidism typically involves different phases aimed at diagnosing the condition, determining its underlying cause, initiating appropriate treatment, and providing ongoing care. Here are the general phases involved in managing parathyroid:Â
Diagnostic Phase:Â
In this phase, healthcare providers gather information about the patient’s medical history symptoms and perform diagnostic tests.Â
Blood tests measure calcium, parathyroid hormone (PTH), and other relevant markers to assess whether hyperparathyroidism or hypoparathyroidism is present.Â
Evaluation and Diagnosis:Â
Once diagnostic tests are completed, healthcare providers analyze the results to determine the type of parathyroid disorder (primary, secondary, or tertiary hyperparathyroidism or hypoparathyroidism).Â
Imaging studies like ultrasound, sestamibi scans, and potentially more advanced imaging are used to locate abnormal parathyroid glands or tumors.Â
Determining Underlying Cause:Â
For primary hyperparathyroidism, identifying the underlying cause, such as a parathyroid adenoma or hyperplasia, is essential for treatment planning.Â
Identifying the underlying condition (usually kidney disease or vitamin D deficiency) is crucial for secondary hyperparathyroidism.Â
Treatment Phase:Â
Treatment varies based on the specific type of parathyroid disorder.Â
Surgical removal of the affected gland(s) (parathyroidectomy) is often recommended in primary hyperparathyroidism due to an adenoma.Â
For secondary hyperparathyroidism, addressing the underlying condition (e.g., kidney disease, vitamin D deficiency) is important to manage parathyroid hormone levels.Â
In hypoparathyroidism, treatment includes calcium and vitamin D supplementation to manage low blood calcium levels.Â
Surgical Phase:Â
Surgical intervention, like parathyroidectomy, is commonly used in cases of primary hyperparathyroidism with significant symptoms or complications.Â
This phase includes surgical planning, preoperative evaluations, and postoperative care.Â
Postoperative Care: For patients who undergo surgery, postoperative monitoring of calcium and PTH levels is crucial to ensure that levels normalize without complications.Â

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