Racial disparities in the utilization of parathyroidectomy among patients with primary hyperparathyroidism: Evidence from a nationwide analysis of Medicare claims

Opportunistic Assessment for Parathyroid Adenoma on CT: A Retrospective Cohort Study Evaluating Primary Hyperparathyroidism-Associated Morbidity Over 10 Years of Follow-Up

BACKGROUND. Primary hyperparathyroidism (PHPT) is underdiagnosed. Opportunistic imaging-based parathyroid gland assessment is a proposed strategy for identifying patients at increased risk of undiagnosed PHPT. However, whether this approach is likely to identify individuals with clinically significant disease is unknown. OBJECTIVE. This study's objective was to assess for associations of the presence of an enlarged parathyroid gland on contrast-enhanced CT with clinical outcomes causally related to PHPT. METHODS. This retrospective cohort study included patients 18 years old or older with at least one contrast-enhanced chest or neck CT examination performed from January 2012 to December 2012, at least one noncontrast CT examination covering the chest or neck region without a date restriction, and at least one clinical encounter in the health system from January 2022 to December 2022. A neuroradiologist reviewed the CT examinations to determine the presence versus absence of an enlarged parathyroid gland on the 2012 study. Patient demographics, serum calcium results, and diagnosis codes for clinical outcomes causally related to PHPT were extracted from the EHR. Calcium results and diagnosis codes were classified as preexisting if documented before and as incident if documented after the 2012 contrast-enhanced CT examination. RESULTS. The cohort included 1198 patients (593 men and 605 women; mean age, 51.6 years), of whom 43 (3.6%) were assessed as having an enlarged parathyroid gland on the 2012 contrast-enhanced CT examination. PHPT was diagnosed in 16.3% of patients with, versus 0.3% of patients without, an enlarged parathyroid gland (p < .001). After adjustment for age, sex, race, and ethnicity, the presence of an enlarged parathyroid gland on contrast-enhanced CT was associated with significantly increased odds of preexisting nephrolithiasis (OR = 2.71; p = .03), hypercalcemia (OR = 5.30; p < .001), and PHPT (OR = 12.59; p = .008) as well as increased odds of incident osteopenia or osteoporosis (OR = 2.78; p = .008), nephrolithiasis (OR = 4.95; p < .001), hypercalcemia (OR = 7.58; p < .001), and PHPT (OR = 148.01; p < .001). CONCLUSION. An enlarged parathyroid gland indicated increased risk of PHPT as well as increased risk of preexisting and incident clinical conditions causally related to PHPT. CLINICAL IMPACT. Opportunistic CT-based assessment is a promising strategy for identifying patients at increased risk of undiagnosed PHPT; such assessment could potentially prevent some PHPT-related complications through earlier diagnosis and treatment.

Understanding delays to parathyroidectomy: A mixed-methods approach

BACKGROUND

Patients from ethnic and racial minority groups with primary hyperparathyroidism may have greater time delays to curative parathyroidectomy. Contributing factors are unclear.

METHODS

This was a sequential mixed-methods study. The quantitative phase was a retrospective chart review of adults with primary hyperparathyroidism who underwent parathyroidectomy between 2015 and 2020, collecting demographic and clinical data. Social vulnerability of the patients' residential area, measured with the Social Vulnerability Index, and relevant clinical time intervals were calculated. A multivariable analysis of factors associated with greater time intervals was performed. The qualitative phase involved semistructured interviews with endocrinologists, analyzed inductively for themes.

RESULTS

On chart review of 1,083 patients, the median age was determined to be 61 years and 856 (79%) were female. Six hundred twenty-eight (57.9%) were non-Hispanic White and 456 (42.1%) were Hispanic ethnicity or Asian, Pacific Islander, Black, Native American, Other or Unknown race. Patients of Hispanic ethnicity, or Asian or Pacific Islander, Black, Native American, Other or Unknown race were more likely than non-Hispanic White patients to live in the most socially vulnerable areas (19.3% vs 5.9%, P < .01) and had greater time intervals than non-Hispanic White patients between index hypercalcemia and first parathyroid hormone level, surgical referral, or parathyroidectomy (all P < .05). On multivariable analysis, age (coefficient 7.9, 95% CI 2.8-13.0) and living in the most socially vulnerable areas (coefficient 297.9, 95% CI 87-508.7) were associated with greater days between index hypercalcemia and parathyroidectomy. In the study's qualitative phase, identified themes for reasons for care delays included socioeconomic, nonsocioeconomic patient, and nonsocioeconomic nonpatient factors.

CONCLUSION

Care delays are driven by a combination of socioeconomic and nonsocioeconomic factors.

Health Care Disparities in Endocrine Surgical Disorders

While there has been great progress in the past few decades in the management of endocrine surgery disorders, with adoption of new technologies and approaches, standardization of practice patterns, and guideline recommendations, unequal implementation of these improvement has led to differences in access and outcomes. Health disparities are well documented in this population; however, literature lacks discussion of strategies to decrease disparities. In this article, the authors will describe the current status of health care-related disparities in endocrine surgical care, and discuss opportunities for future investigation and issue an urgent call to action items.

Disparities in the treatment of primary hyperparathyroidism: A scoping review and conceptual model

BACKGROUND

Primary hyperparathyroidism is underdiagnosed and surgical treatment is underutilized and inequitably distributed. We present a review of the current literature on disparities in the treatment of hyperparathyroidism, with a focus on gaps in knowledge and paths forward.

METHODS

We searched PubMed and Scopus for abstracts related to disparities in hyperparathyroidism.

RESULTS

16 articles (of 1541) met inclusion criteria. The most commonly examined disparity was race. Notably, Black, Hispanic, and Asian patients were less likely to undergo surgery after diagnosis, face delays in obtaining treatment, and less likely to see a high-volume surgeon. Similar disparities in care were noted among those without insurance, older patients, and patients with limited English proficiency.

CONCLUSION

There are clear inequities in the treatment of hyperparathyroidism. Current research is in an early "identification" phase of disparities research; a new conceptual model based on established socioecological frameworks is provided to help move the field forward to "understanding" and "intervening" in surgical disparities.

Reducing disparities in the treatment of hyperparathyroidism

Background

Hyperparathyroidism is common with African American patients historically experiencing disparate outcomes. With a comprehensive outreach program and systematic treatment plans, we sought to evaluate our institution's ability to reduce disparities in hyperparathyroidism.

Methods

We performed a retrospective review of prospectively collected data at a single medical center for all patients undergoing parathyroidectomy by endocrine surgeons from 2015 to 2021 for primary (PHPT) and tertiary (THPT) hyperparathyroidism. Patient demographics, pre-and post-operative clinical and biochemical data were collected and analyzed by race.

Results

Of the 757 patients included, 675 patients had PHPT with 135 (20 %) African-American (AA) and 528(78 %) female. Of 82 patients with THPT, 44 (53 %) were AA and 34 (32 %) were female. AA patients were younger than Caucasian (CA) patients with a mean age (±SD) of 56 ± 15 vs 60 ± 14 years in PHPT (p < 0.01) and 50 ± 10 vs 55 ± 10 years in THPT (p = 0.02).Median (IQR) preoperative PTH was higher in AA with PHPT 134 (97-190) vs 102 (75-144) pg/mL (p < 0.01) and in AA with THPT 285 (189-544) vs 218 (145-293) (p = 0.01) pg/mL. AA PHPT patients had significantly higher preoperative mean (±SD) calcium levels 10.9 ± 0.8 vs 10.6 ± 0.8 mg/dL(p < 0.001). Biochemical cure rates at 6 months and complication rates were not different between races.

Conclusions

AA patients with PHPT and THPT disease experienced similar cure rates to their CA counterparts despite having a more severe biochemical disease. Health care disparities may be ameliorated with treatment by high volume surgeons embedded in a comprehensive health care system.

Sex-Stratified Predictors of Prolonged Operative Time and Hospital Admission in Outpatient Parathyroidectomy

Our retrospective database study investigates sex-stratified predictors of prolonged operative time (POT) and hospital admission following parathyroidectomy for primary hyperparathyroidism (PHPT). The 2016 to 2018 American College of Surgeons National Surgical Quality Improvement Program (ACS-NSQIP) was queried for patients with PHPT undergoing parathyroidectomy. Cases analyzed were all outpatient status, arrived from home, coded as non-emergent, and elective. POT was defined by the 75th percentile. Hospital admission was defined as LOS ≥ 1 day. Univariate and multivariable binary logistic regressions were utilized. Of 7442 cases satisfying inclusion criteria, the majority were female (78.0%) and White (78.5%). Median OT (IQR) for females and males was 77 (58-108) and 81 (61-109) minutes, respectively (P = 0.003). 1965 (33.9%) females and 529 (32.3%) males required hospital admission. Independent predictors of POT included ASA class III/IV (aOR 1.342, 95% CI 1.007-1.788) and obesity (aOR 1.427, 95% CI 1.095-1.860) for males (P < 0.05). Independent predictors of hospital admission included age (aOR 1.008, 95% CI 1.002-1.014), ASA class III/IV (aOR 1.490, 95% CI 1.301-1.706), obesity (aOR 1.309, 95% CI 1.151-1.489), dyspnea (aOR 1.394, 95% CI 1.041-1.865), chronic steroid use (aOR 1.674, 95% CI 1.193-2.351), and COPD (aOR 1.534, 95% CI 1.048-2.245) for females (P < 0.05); and ASA class III/IV (aOR 1.931, 95% CI 1.483-2.516) and bleeding disorder (aOR 2.752, 95% CI 1.443-5.247) for males (P < 0.005). In conclusion, predictors of POT and hospital admission following parathyroidectomy for PHPT differed by patient sex. Identifying patients at risk for POT and hospital admission may optimize healthcare resource utilization. Level of Evidence: IV.

Supplementary Information

The online version contains supplementary material available at 10.1007/s12070-023-04444-3.

Regional variations in the management of primary hyperparathyroidism in Sweden: population-based case-control study

BACKGROUND

Substantial disparities in the utilization of parathyroidectomy for primary hyperparathyroidism have been reported. This study aimed to analyse regional variations in parathyroidectomy incidence with respect to the patient's disease burden and socioeconomic status.

METHODS

A population-based case-control study included all patients with primary hyperparathyroidism who underwent parathyroidectomy in Sweden between 2008 and 2017 and 10 matched controls. Data on demographic and socioeconomic variables, co-morbidities and drug prescriptions were collected from relevant national registers. Conditional logistic regression was used to analyse predictors of parathyroidectomy.

RESULTS

A total of 8626 patients with primary hyperparathyroidism (77% women) underwent parathyroidectomy during the study interval. The annual incidence of parathyroidectomy was 9.0 per 100 000 persons. The annual age-adjusted regional incidences of parathyroidectomy varied between 3.3 and 16.9 operations per 100 000 inhabitants. Except for a small underrepresentation of patients with lower education, no effect of socioeconomic variables was observed. Compared with matched controls, the parathyroidectomy group had increased odds ratios of having developed classical symptoms of primary hyperparathyroidism and being prescribed medication against cardiovascular disorders and psychiatric illness at the time of parathyroidectomy. Increased risks of kidney stones and osteoporosis were observed 5 years before parathyroidectomy. Patients with primary hyperparathyroidism selected for parathyroidectomy from regions with a low incidence of operations had a higher prevalence of kidney stones, osteoporosis and hypertension, as well as larger adenomas and higher calcium levels at the time of parathyroidectomy compared with patients in high-incidence regions.

CONCLUSION

The considerable variation in parathyroidectomy seems more likely associated with different clinical thresholds for detection of primary hyperparathyroidism and referral to surgery than socioeconomic disparities.

Social vulnerability and time to surgeon evaluation for primary hyperparathyroidism in a Massachusetts cohort

BACKGROUND

Identifying patients at risk for under-evaluation of primary hyperparathyroidism is essential to minimizing long-term sequelae, including osteoporosis, nephrolithiasis, and cardiovascular disease. This study assessed the impact of social vulnerability on time-to-surgery evaluation among patients with primary hyperparathyroidism in a Massachusetts cohort.

METHODS

This is a retrospective review of patients from an institutional database with the first incident of hypercalcemia between 2010 and 2018 and subsequent biochemical diagnosis of primary hyperparathyroidism. The overall social vulnerability index and social vulnerability index subthemes were merged with the institutional data via patient ZIP code. Patients were stratified into social vulnerability index quartiles, where quartile 4 represented the highest vulnerability. Baseline sociodemographic and clinical characteristics were compared, and Cox regression was used to assess the association between social vulnerability index and time to surgeon evaluation.

RESULTS

Of 1,082 patients included, those with a higher social vulnerability index were less likely to be evaluated by a surgeon (quartile 1 social vulnerability index: 31.1% vs. quartile 2 social vulnerability index: 31.41% vs. quartile 3 social vulnerability index: 25.93% vs. quartile 4 social vulnerability index: 21.92%, P = .03). On adjusted analysis, patients with the highest vulnerability had a 33% lower estimated rate of surgeon evaluation and were seen 67 days later compared with patients with the lowest vulnerability (hazard ratio: 0.67, confidence interval 0.47-0.97, P = .032). Differential rates of surgical evaluation by vulnerability persisted for the social vulnerability index subthemes for socioeconomic status, minority status and language, and housing type and transportation.

CONCLUSION

Among a Massachusetts cohort, highly vulnerable populations with primary hyperparathyroidism are at greater risk for under-evaluation by a surgeon, which may contribute to the development of long-term sequelae of their disease.

Association of patient-practitioner sex concordance with specialist referral in primary hyperparathyroidism

BACKGROUND

Prior research has demonstrated barriers to the workup and management of primary hyperparathyroidism. As recent data have suggested that patient and practitioner sex concordance is associated with lower surgical complications, we sought to evaluate the effect of sex concordance on referral for primary hyperparathyroidism.

METHODS

We queried an institutional database for patients with first-incident hypercalcemia and subsequent biochemical evidence of primary hyperparathyroidism between 2010 and 2018. Primary care practitioner and endocrinologist sex, laboratory values, and complications of primary hyperparathyroidism were collected. Sex concordance (male patient/male practitioner or female patient/female practitioner) was evaluated as a binary predictor of specialist evaluation using logistic regression and Cox proportional hazards modeling.

RESULTS

Among 1,100 patients, mean age was 62.5 (standard deviation 13.6), and 74% were female sex. Primary care practitioner sex was 52% female, and 63% of patients had sex concordance with their primary care practitioner. Endocrinologist sex was 59% female, and 45% of patients had sex concordance with their endocrinologist. Patients with sex concordance with their primary care practitioner (70 vs 80%, P = .001) and endocrinologist (71 vs 82%, P < .001) were less likely to be female sex compared to those with discordance. After adjusting for demographics and clinical covariates, those patients with primary care practitioner sex concordance had 32% higher odds of endocrinologist evaluation (odds ratio 1.32, 95% confidence interval 1.003-1.734, P = .047). Similarly, those patients with endocrinologist sex concordance had a 48% higher rate of surgeon evaluation (hazard ratio 1.48, confidence interval 1.1-2.0, P = .009). Stratified analysis revealed that sex discordance reduced the rate of surgeon referral for female patients (hazard ratio 0.63, confidence interval 0.44-0.89, P = .008) but not male patients (hazard ratio 1.06, CI 0.58-1.93, P = .861).

CONCLUSION

Sex discordance between patients and their health care professionals may contribute to under-referral in primary hyperparathyroidism. Further evaluation of the effect of patient and practitioner identities on communication and decision-making in surgery are needed.

Disparities in Access to High-Volume Surgeons and Specialized Care

The significant volume-outcome relationship has triggered interest in improving quality of care by directing patients to high-volume centers and surgeons. However, significant disparities exist for different racial/ethnic, geographic, and socioeconomic groups for thyroid, parathyroid, adrenal, and pancreatic neuroendocrine surgical diseases disease.

Parathyroidectomy outcomes for Asians in the United States: Implications for resident surgical education

Introduction

Outcomes for Asian patients in the United States are often overlooked in the surgical literature. Surgical education includes little emphasis on reporting outcomes for Asian patients in the United States. Our null hypothesis (H0) is that there is no difference in surgical complications following parathyroid surgery between Asians and all other ethnicities in the United States. Our alternate hypothesis (H1) is that Asians have more incidences of certain complications (possibly due to culture and language barriers).

Methods

Data from the American College of Surgeons National Surgical Quality Improvement Program (ACS-NSQIP) was queried for parathyroidectomy and patient race. Complications within 30 days of surgery were extracted.

Results

Among, White, Black, Asian, Pacific Islanders, Native Americans, and Hispanic patients of the United States the Asians (p = 0.018) and Blacks (p = 0.003) had increased operative time for parathyroid surgery compared to other groups. Hispanics had the most surgical complications (p = 0.025). Blacks had statistically significant longer hospital stay (p < 0.0001).

Discussion/conclusion

United States Asian patient data is not typically analyzed separately for complications. We found that in the United States Asians have increased operative time for parathyroidectomy. Future studies of healthcare inequities should include analysis of data for Asian surgical data in the United States as this may help prevent future surgical complications.

Does race impact outcomes after parathyroidectomy for secondary and tertiary hyperparathyroidism?

BACKGROUND

Racial disparities in care exist for diseases with heterogeneous treatment guidelines. The impact of these disparities on outcomes after parathyroidectomy for secondary(2HPT) and tertiary hyperparathyroidism(3HPT) was explored.

METHODS

The 2015-2019 NSQIP datasets were used. Patients who underwent parathyroidectomy for 2HPT and 3HPT were identified and analyzed separately. Patients were stratified by race (white vs. non-white); demographics, comorbidities, and outcomes were compared. Studied outcomes included 30-day morbidity, mortality, unplanned reoperation, readmission, and postoperative length of stay(LOS).

RESULTS

There were 1,150 patients with 2HPT and 262 with 3HPT. For 2HPT, 65.5% were non-white; morbidity, reoperation, and prolonged LOS(>3days) occurred disproportionately more often in non-white patients. Non-white race was independently associated with morbidity; higher ASA class and alkaline phosphatase levels were associated with prolonged LOS. For 3HPT, 53.1% were non-white; a prolonged LOS(>1day) occurred disproportionately more often in non-white patients. Higher alkaline phosphatase levels were independently associated with prolonged LOS.

CONCLUSION

Race and markers of advanced disease negatively impact outcomes after parathyroidectomy for 2HPT and 3HPT. Attention to racial disparities and earlier referral may positively impact outcomes.

Primary Hyperparathyroidism in Older Adults: A Narrative Review of the Most Recent Literature on Epidemiology, Diagnosis and Management

BACKGROUND

Primary hyperparathyroidism (PHPT) is a common endocrine disorder among older adults. The aim of this review is to shed light on PHPT, particularly in this age group, in terms of prevalence, clinical manifestations, medical and surgical management, and post-operative complications.

METHODS

Eligible studies were those considering PHPT exclusively in the older population (main databases: PubMed, Medline, Google Scholar and the University Online database). Articles published in the last 10 years (2013-2023) were considered. Eligibility criteria followed the SPIDER (sample, phenomenon of interest, design, evaluation, research type) tool. The methodological quality of the studies was assessed using the Joanna Briggs Institute critical appraisal tool. A total of 29 studies (mainly observational) matched the inclusion criteria.

RESULTS

The prevalence of PHPT is approximately 1 per 100 in the elderly, and it is more common in females. The clinical presentation varies by age and can include osteoporosis, fractures, and neuropsychiatric symptoms. Conservative management can be an option whenever surgery is not indicated or feasible. However, parathyroidectomy (PTX) remains a safe and effective modality in aging populations with improvement to symptoms, bone mineral density, fracture risk, frailty, quality of life, and metabolic derangements. Complication rates are similar in elderly people compared to younger ones, except for mildly longer length of hospital stay and reoperation for those with higher frailty.

CONCLUSION

PHPT is a common yet overlooked and underdiagnosed condition among the older population. The safety and efficacy of PTX in the older population on different levels is now well demonstrated in the literature.

Are patients with limited English proficiency less likely to undergo parathyroidectomy for primary hyperparathyoidism?

BACKGROUND

Despite meeting operative indications for primary hyperparathyroidism (PHPT), many patients never undergo parathyroidectomy. We hypothesized that patients with limited English proficiency (LEP) would be less likely to undergo parathyroidectomy than English-proficient (EP) patients.

STUDY DESIGN

We retrospectively analyzed patients with PHPT from an institution-wide registry who met operative criteria between 2010 and 2018. The cohort was stratified by English proficiency. Univariate associations between sociodemographic and clinical factors with parathyroidectomy were assessed. A multivariable logistic regression model was created to assess independent predictors of parathyroidectomy.

RESULTS

Among a cohort of 1,104 patients, 262 (24%) underwent parathyroidectomy. LEP patients (n = 135, 12%) were significantly younger (mean age 62 vs. 69, p < 0.001), more likely non-white race and ethnicity (p < 0.001), and less likely to have private insurance (p < 0.001). After adjusting for covariates, non-English and non-Spanish preferred language was an independent negative predictor of undergoing parathyroidectomy (OR 0.46, 95% CI 0.21-0.95, p = 0.037).

CONCLUSIONS

Limited English proficiency may be an independent barrier to appropriate surgical management of PHPT. Systems-level and disease-specific interventions are needed to address this disparity faced by patients with LEP.

Disparities in Time to Surgeon Evaluation Among Patients with Primary Hyperparathyroidism

BACKGROUND

A majority of patients with primary hyperparathyroidism are not referred for surgical evaluation. We hypothesized that disparities in the rate of surgeon evaluation by language, race and ethnicity, and insurance contribute to this deficit.

METHODS

We queried our institutional electronic health record registry for patients with first-incident hypercalcemia between 2010 and 2018 and subsequent biochemical diagnosis of primary hyperparathyroidism. We used the Kaplan-Meier method and Cox proportional hazards modeling to investigate estimated time to surgeon evaluation by language, race and ethnicity, and insurance status.

RESULTS

Of 1,333 patients with a diagnosis of primary hyperparathyroidism, 74% were female, 67% were White, 44% were privately insured, and 88% preferred English. Fewer than one third (n = 377; 28%) were evaluated by a surgeon. After adjusting for demographic and clinical factors, Asian (hazard ratio = 0.38; 95% confidence interval, 0.18-0.84; P = .016) and Black or African American patients (hazard ratio = 0.59; 95% confidence interval, 0.39-0.90; P = .014) had a lower rate of surgeon evaluation compared to White patients. Although patients with Medicaid had a lower rate of surgeon evaluation compared to privately insured patients (hazard ratio = 0.52; 95% confidence interval, 0.35-0.77; P = .001), there was no difference in rate for those with Medicare or who were uninsured. Patients with non-English and non-Spanish language had a lower rate of evaluation compared to those who preferred English (hazard ratio = 0.47; 95% confidence interval, 0.23-0.98; P = .043).

CONCLUSION

Rates of surgeon evaluation vary by race and ethnicity, insurance status, and preferred language. Evaluation of factors contributing to these disparities is needed to improve access to surgeon referral.