Evidence map›Paper›PMID 41652203›Full record

ArticleEuropean archives of oto-rhino-laryngology : official journal of the European Federation of Oto-Rhino-Laryngological Societies (EUFOS) : affiliated with the German Society for Oto-Rhino-Laryngology - Head and Neck Surgery2026

Development and validation of a nomogram to predict prolonged residual dizziness lasting at least 7 days after benign paroxysmal positional vertigo.

Yu Liu, Shulin Li, Hongmei Zhang, Yi Zhang, Yu Ren

Abstract readValidation Study
PubMed Publisher
In one paragraph

Article in European archives of oto-rhino-laryngology : official journal of the European Federation of Oto-Rhino-Laryngological Societies (EUFOS) : affiliated with the German Society for Oto-Rhino-Laryngology - Head and Neck Surgery, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Review
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

5 authors.

Yu LiuDepartment of Neurology, Beijing Anzhen Nanchong Hospital of Capital Medical University & Nanchong Central Hospital, 97 South Renmin Road, Shunqing District, Nanchong City, 637100, Sichuan, China.
Shulin LiDepartment of Neurology, Beijing Anzhen Nanchong Hospital of Capital Medical University & Nanchong Central Hospital, 97 South Renmin Road, Shunqing District, Nanchong City, 637100, Sichuan, China.
Hongmei ZhangDepartment of Neurology, Beijing Anzhen Nanchong Hospital of Capital Medical University & Nanchong Central Hospital, 97 South Renmin Road, Shunqing District, Nanchong City, 637100, Sichuan, China.
Yi ZhangDepartment of Neurology, Beijing Anzhen Nanchong Hospital of Capital Medical University & Nanchong Central Hospital, 97 South Renmin Road, Shunqing District, Nanchong City, 637100, Sichuan, China. 56594468@qq.com.
Yu RenDepartment of Neurology, Beijing Anzhen Nanchong Hospital of Capital Medical University & Nanchong Central Hospital, 97 South Renmin Road, Shunqing District, Nanchong City, 637100, Sichuan, China. feiyupa@sina.com.ORCID http://orcid.org/0009-0009-8472-413X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

purposeThis study developed and validated a nomogram to predict the risk of residual dizziness lasting ≥ 7 days in patients with benign paroxysmal positional vertigo (BPPV).

methodsWe retrospectively analyzed 907 BPPV patients, randomly divided 7:3 into training (n = 635) and validation (n = 272) sets. Using residual dizziness (≥ 7 days) as the outcome, predictors were selected via LASSO and multivariable logistic regression to construct and validate a nomogram.

resultsAccording to findings from LASSO regression and logistic regression screening, older age [odds ratio (OR) = 1.054], diabetes mellitus (DM; OR = 5.564), and depression (OR = 9.070) were identified as independent risk factors, while vestibular rehabilitation training (OR = 0.197) was a protective factor. The model demonstrated strong predictive performance. Receiver operating characteristic (ROC) analysis showed that the training set had an area under the curve (AUC) of 0.836 [95% confidence interval (CI): 0.805-0.867], with an optimal threshold of 0.589, sensitivity of 0.682, and specificity of 0.873; the validation set had an AUC of 0.802 (95% CI: 0.750-0.853), with an optimal threshold of 0.588, sensitivity of 0.643, and specificity of 0.907. Calibration curves showed good agreement between predicted and actual risks, and decision curve analysis confirmed its clinical utility across a wide risk threshold range.

conclusionThe nomogram model, constructed using age, DM, depression, and vestibular rehabilitation training, is a practical tool for identifying BPPV patients at high risk for prolonged residual dizziness.

Indexed as

Benign Paroxysmal Positional VertigoDizzinessNomogramsAdultAgedDepressionFemaleHumansLogistic ModelsMaleMiddle AgedRetrospective StudiesRisk FactorsROC CurveTime FactorsBenign paroxysmal positional vertigoLASSO regressionMultivariate logistic regressionNomogramResidual dizziness

Identifiers

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.