Evidence map›Paper›PMID 40864441›Full record

ArticleJAMA surgery2025

Parathyroidectomy and Risk of Incident Diabetes in Patients With Primary Hyperparathyroidism.

Xiaodong Liu, David Tak Wai Lui, Xi Xiong, Lanlan Li, Yan Luk, Chun Ho Wong, Chi Ho Lee, Carlos King Ho Wong, Matrix Man Him Fung, Brian Hung Hin Lang

Abstract read
In one paragraph

Article in JAMA surgery, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

4 citing papers in PubMed.

  1. Article
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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

10 authors.

Xiaodong LiuDivision of Endocrine Surgery, Department of Surgery, School of Clinical Medicine, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China.
David Tak Wai LuiDivision of Endocrinology and Metabolism, Department of Medicine, School of Clinical Medicine, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China.
Xi XiongResearch Department of Practice and Policy, School of Pharmacy, University College London, London, United Kingdom.
Lanlan LiDivision of Endocrinology and Metabolism, Department of Medicine, School of Clinical Medicine, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China.
Yan LukDivision of Endocrine Surgery, Department of Surgery, School of Clinical Medicine, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China.
Chun Ho WongDivision of Endocrinology and Metabolism, Department of Medicine, School of Clinical Medicine, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China.
Chi Ho LeeDivision of Endocrinology and Metabolism, Department of Medicine, School of Clinical Medicine, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China.
Carlos King Ho WongLaboratory of Data Discovery for Health (D 2 4H), Hong Kong Science and Technology Park, Hong Kong SAR, China.
Matrix Man Him FungDivision of Endocrine Surgery, Department of Surgery, School of Clinical Medicine, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China.
Brian Hung Hin LangDivision of Endocrine Surgery, Department of Surgery, School of Clinical Medicine, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Importance: Primary hyperparathyroidism (PHPT) is linked to insulin resistance, glucose intolerance, and diabetes. Whether parathyroidectomy is associated with lower risk of diabetes has not been evaluated in a large cohort. Objective: To examine the independent association between parathyroidectomy and the risk of incident diabetes in patients with PHPT. Design, Setting, and Participants: Patients diagnosed with PHPT between January 2006 and December 2023 were identified from a territorywide electronic health database in Hong Kong and classified into surgical and nonsurgical groups based on presence of subsequent parathyroidectomy. They were followed up with from the index date (first diagnosis of PHPT), until the outcome of interest (incident diabetes), death, or end of the study period (December 2023), whichever came first. Exposure: Parathyroidectomy vs nonsurgical management. Main Outcomes and Measures: The primary outcome of this study was incident diabetes. Inverse probability of treatment weighting was used to balance all baseline characteristics. Cox proportional hazards regression was used to evaluate the hazard of incident diabetes associated with parathyroidectomy. Results: A total of 3135 patients with PHPT were included (596 [19.0%] surgical and 2539 [81.0%] nonsurgical). The mean (SD) age was 67.5 (14.2) years, and 2211 (70.5%) individuals were female. A total of 518 patients in the nonsurgical group developed incident diabetes during a median (IQR) follow-up of 2.2 (0.9-4.3) years, compared to 156 patients in the surgical group during a median (IQR) follow-up of 5.5 (3.3-8.0) years. Parathyroidectomy was associated with lower risk of incident diabetes (hazard ratio [HR], 0.68 [95% CI, 0.65-0.71]; P < .001). Results were consistent across multiple sensitivity analyses. Subgroup analyses revealed more prominent protective associations among younger patients (age ≤65 years vs >65 years: HR, 0.64 [95% CI, 0.60-0.68] vs HR, 0.68 [95% CI, 0.63-0.72]; interaction P < .001) and those with more severe PHPT (parathyroid hormone [PTH] > twice the upper limit of normal vs PTH ≤ twice the upper limit of normal: HR, 0.58 [95% CI, 0.53-0.63] vs HR, 0.73 [95% CI, 0.69-0.77]; calcium > 2.8 vs calcium ≤ 2.8 mmol/L : HR, 0.58 [95%CI, 0.54-0.63] vs HR, 0.69 [95%CI, 0.66-0.73]; interaction P < .001). Conclusions and Relevance: In this cohort of patients with PHPT, parathyroidectomy was associated with a lower risk of incident diabetes. The association was more prominent in younger patients and those with more severe PHPT. These results may suggest potential additional metabolic benefits of parathyroidectomy in PHPT.

Indexed as

Diabetes MellitusHyperparathyroidism, PrimaryParathyroidectomyAgedFemaleHong KongHumansIncidenceMaleMiddle AgedRetrospective StudiesRisk Factors

Identifiers

PMID40864441
PMCPMC12392148

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.