Evidence map›Paper›PMID 41992153›Full record

ArticleBMC ophthalmology2026

Corneal biomechanical parameters as novel predictors of refractive stability after small incision lenticule extraction.

Liulan He, Yalan Zhang, Yongfeng Miao, Xiuhong Tang, Junjie Wang, Xiaohua Wang, Xin Zhang, Lvfu He

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Article in BMC ophthalmology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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5 · Who and what money

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8 authors.

Liulan HeDepartment of Ophthalmology, The Third Hospital of Mianyang, Sichuan Mental Health Center, No.190 Jiannan Road East Section, Youxian District, Mianyang, Sichuan Province, 621054, China.
Yalan ZhangDepartment of Ophthalmology, The Third Hospital of Mianyang, Sichuan Mental Health Center, No.190 Jiannan Road East Section, Youxian District, Mianyang, Sichuan Province, 621054, China.
Yongfeng MiaoDepartment of Ophthalmology, The Third Hospital of Mianyang, Sichuan Mental Health Center, No.190 Jiannan Road East Section, Youxian District, Mianyang, Sichuan Province, 621054, China.
Xiuhong TangDepartment of Ophthalmology, The Third Hospital of Mianyang, Sichuan Mental Health Center, No.190 Jiannan Road East Section, Youxian District, Mianyang, Sichuan Province, 621054, China.
Junjie WangDepartment of Ophthalmology, The Third Hospital of Mianyang, Sichuan Mental Health Center, No.190 Jiannan Road East Section, Youxian District, Mianyang, Sichuan Province, 621054, China.
Xiaohua WangDepartment of Ophthalmology, The Third Hospital of Mianyang, Sichuan Mental Health Center, No.190 Jiannan Road East Section, Youxian District, Mianyang, Sichuan Province, 621054, China.
Xin ZhangDepartment of Ophthalmology, The Third Hospital of Mianyang, Sichuan Mental Health Center, No.190 Jiannan Road East Section, Youxian District, Mianyang, Sichuan Province, 621054, China.
Lvfu HeDepartment of Ophthalmology, The Third Hospital of Mianyang, Sichuan Mental Health Center, No.190 Jiannan Road East Section, Youxian District, Mianyang, Sichuan Province, 621054, China. helf888@hotmail.com.ORCID https://orcid.org/0000-0003-0177-0958

Funding

Sichuan Provincial Medical Youth Innovation Research Project Q20028
6 · The paper itself

Abstract

purposeTo evaluate the predictive value of preoperative corneal biomechanical parameters for refractive stability after small-incision lenticule extraction (SMILE) and to develop a multivariate model integrating biomechanical and anatomical factors for clinical application.

methodsThis prospective study analyzed 200 eyes from 100 patients undergoing SMILE. Preoperative and 6-month postoperative parameters were recorded, including diopter (D) of spherical and cylindrical refraction, intraocular pressure, slit-lamp examination, scanning laser ophthalmoscope, corneal topographic map, optical coherence tomography, corneal biomechanics and Pentacam imaging. Refractive stability was defined as spherical equivalent (SE) within ± 0.50 D at 6 months. Multivariate logistic regression with generalized estimating equations (GEE) was used to identify predictors of instability, accounting for inter-eye correlation. Model performance was assessed using receiver operating characteristic (ROC) curves and validated with bootstrapping. Statistical comparisons of area under the curve (AUC) were performed using the DeLong test.

resultsMean preoperative SE was − 4.83 ± 1.84 D. At 6 months postoperatively, 75.5% of eyes achieved SE within ± 0.50 D, 24.5% were unstable. In ROC analysis, preoperative SE exhibited the highest predictive value among the parameters assessed (AUC = 0.78, P < 0.01), with an optimal cutoff value of − 5.25 D (sensitivity 72.3%, specificity 75.6%). Multivariate GEE logistic regression identified SE (OR = 1.52 per diopter, P < 0.01), axial length (OR = 1.36 per mm, P < 0.01), corneal biomechanical index (CBI) > 0.05 (OR = 2.39, P < 0.01), younger age (OR = 1.28 per decade decrease, P = 0.042), and lenticule thickness > 110 μm (OR = 1.97, P < 0.01) as independent risk factors. The full multivariate model achieved an AUC of 0.88 (accuracy 83.5%, sensitivity 84.7%, specificity 82.8%), significantly outperforming the SE-only model (DeLong test, P = 0.02). Bootstrap validation yielded an optimism-corrected AUC of 0.85. Incorporating biomechanical profiling could refine preoperative risk stratification and guide surgical planning, such as adjusting lenticule thickness or considering alternative procedures in high-risk patients.

conclusionCorneal biomechanical properties, particularly CBI, are significant adjunctive predictors of post-SMILE refractive stability. Integrating these parameters with traditional clinical factors enhances predictive accuracy. CLINICAL TRIAL NUMBER: Not applicable.

Indexed as

CorneaCorneal StromaCorneal Surgery, LaserMyopiaRefraction, OcularAdultBiomechanical PhenomenaCorneal TopographyFemaleHumansMaleProspective StudiesROC CurveTomography, Optical CoherenceVisual AcuityYoung AdultCorneal biomechanicsCorvis STPredictive modelingRefractive surgerySMILE

Identifiers

PMID41992153
PMCPMC13202902

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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.