Evidence map›Paper›PMID 41627617›Full record

ArticleSleep & breathing = Schlaf & Atmung2026

How does blood sugar level affect wound infection rates and device revision and removal rates after hypoglossal nerve stimulation in obstructive sleep apnea patients? A large database study.

Kai-Yuan Hsiao, Sandro Marques, N Scott Howard, Thomas J O'Neil, Capasso Robson, Thomaz A Fleury Curado

Abstract read
In one paragraph

Article in Sleep & breathing = Schlaf & Atmung, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Kai-Yuan HsiaoInstitute of Oral Medicine and Department of Stomatology, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, No.138, Sheng Li Road, Tainan, 704, Taiwan. Kaiyuan.hsiao@uhhospitals.org.ORCID 0000-0002-6893-8324
Sandro MarquesDepartment of Otolaryngology-Head and Neck Surgery, University Hospitals Cleveland Medical Center, Case Western Reserve University, Cleveland, Ohio, USA.
N Scott HowardDepartment of Otolaryngology-Head and Neck Surgery, University Hospitals Cleveland Medical Center, Case Western Reserve University, Cleveland, Ohio, USA.
Thomas J O'NeilDepartment of Otolaryngology-Head and Neck Surgery, University Hospitals Cleveland Medical Center, Case Western Reserve University, Cleveland, Ohio, USA.
Capasso RobsonSleep Surgery Division, Department of Otolaryngology- Head and Neck Surgery, Stanford University School of Medicine, Palo Alto, USA.
Thomaz A Fleury CuradoDepartment of Otolaryngology-Head and Neck Surgery, University Hospitals Cleveland Medical Center, Case Western Reserve University, Cleveland, Ohio, USA.

Funding

Clinical and Translational Science Collaborative of ClevelandUL1TR000439 · NCATS · CASE WESTERN RESERVE UNIVERSITY · PI KONSTAN, MICHAEL W. · 2012 to 2016
$50.0M
Clinical and Translational Science Collaborative of Northern Ohio, Catalyzing Linkages to Equity in Health (CLE Health)UM1TR004528 · NCATS · CASE WESTERN RESERVE UNIVERSITY · PI GRACE A MCCOMSEY · 2023 to 2026
$32.1M
NCATS NIH HHS UL1 TR000439NCATS NIH HHS UM1 TR004528
6 · The paper itself

Abstract

purposeThis study aims to evaluate the impact of perioperative hyperglycemia on wound infection, device revision, reimplantation and removal rates after hypoglossal nerve stimulation, utilizing a large-scale and federated, real-world database.

methodsA retrospective cohort study was conducted using the TriNetX Network on September 26th, 2025. Patients with OSA who underwent HGNS implantation were classified into the hyperglycemic cohort if their laboratory glucose values exceeded the predefined thresholds (126 mg/dL and 154 mg/dL) during the six months before or after implantation. Otherwise, they were in non-glycemic cohort. Postoperative wound infection and device reoperation rates were assessed at one-year and three-year follow-up. Outcomes were analyzed using incidence rates, odds ratios (ORs), and Log-Rank tests, with propensity score matching (PSM) employed to control for confounding variables.

resultsPatients with serum glucose levels ≥ 126 mg/dL and ≥ 154 mg/dL exhibited significantly higher incidence rates of surgery-related wound infections compared to their respective counterparts (one-year OR: 1.56 and 1.82; three-year OR: 1.55 and 1.74; all p ≤ 0.01). These findings remained statistically significant after PSM (one-year OR: 1.51 and 2.08; three-year OR: 1.40 and 1.63; all p < 0.05). However, there were no significant differences, except 3 year OR after PSM, in device revision, replacement or removal rates at both one-year and three-year follow-ups (p > 0.05).

conclusionsHyperglycemia is associated with significantly increased risk of wound infection, including long term infection following HGNS implantation, while device reoperation rates remain unaffected. These findings underscore the importance of stringent perioperative glycemic control to mitigate postoperative infection risk in HGNS recipients.

Indexed as

Blood GlucoseDevice RemovalElectric Stimulation TherapyHyperglycemiaHypoglossal NerveReoperationSleep Apnea, ObstructiveSurgical Wound InfectionAdultAgedCohort StudiesDatabases, FactualFemaleHumansMaleMiddle AgedBlood GlucoseHyperglycemiaHypoglossal nerve stimulationObstructive sleep apneaWound infectionWound reoperation

Identifiers

PMID41627617
PMCPMC12864355

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LicenceCC BY-NC-ND
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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.