Evidence map›Paper›PMID 41411262›Full record

ArticlePloS one2025

High-resolution biomechanical mapping of SMILE and SMILE with CXL using Brillouin microscopy: Insights into localized corneal stiffness preservation.

Jiwon Jeong, Mincheol Bae, Dong Wook Kim, Hui June Kim, Younghee Kim

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Article in PloS one, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

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1 · What the graph read from it

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3 · Its place in the literature

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1 citing paper in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

5 authors.

Jiwon JeongFatima Eye Clinic, Changwon, Republic of Korea.ORCID https://orcid.org/0009-0007-4198-5976
Mincheol BaeFatima Eye Clinic, Changwon, Republic of Korea.
Dong Wook KimDepartment of Information and Statistics, Department of Bio & Medical Big Data, Research Institute of Natural Science, Gyeongsang National University, Jinju, Republic of Korea.
Hui June KimFatima Eye Clinic, Changwon, Republic of Korea.
Younghee KimFatima Eye Research, Changwon, Republic of Korea.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

purposeTo evaluate the biomechanical effects of small incision lenticule extraction (SMILE) alone and with corneal collagen cross-linking (SMILECXL) on corneal stiffness, using the Brillouin Optical Scanning System (BOSS) to assess localized changes in Brillouin modulus (BM). MATERIALS &

methodsThis retrospective study analyzed an initial cohort of 358 eyes (321 SMILE, 37 SMILECXL) from 180 patients, with propensity score matching (PSM) yielding matched cohorts of 17 eyes each, including unilateral and bilateral cases. PSM balanced baseline characteristics using 10 variables: age, gender, lenticular thickness, residual stromal thickness, spherical power, cylinder, spherical equivalent, flat keratometry, steep keratometry, and mean keratometry. To address the violation of independence in the between-group comparison of pre- and postoperative ∆BM due to the inclusion of bilateral eyes from some participants, generalized estimating equations (GEE) with an exchangeable correlation structure were used to account for within-person correlation in clustered data from bilateral eyes. BOSS (Intelon Optics, Woburn, MA, USA) measured BM via Brillouin frequency shifts (gigapascals, GPa) at 10 predefined corneal points (central, superior, inferior, nasal, temporal; coordinates -2.4 mm to +2.4 mm from apex) preoperatively and at 1 and 3 months postoperatively. Post-PSM, BM values and changes (ΔBM) were compared, including point-specific, mean, minimum, and maximum analyses. ΔBM patterns (≥ 0 for preservation/increase, p < 0.05 for inter-group significance) were categorized for regional insights.

resultsPre-PSM differences in age, lenticular thickness, residual stromal thickness, and refractive parameters (e.g., spherical equivalent) necessitated matching; post-PSM, all were balanced (p > 0.05). Preoperative BM values were comparable. Post-SMILE, stiffness decreased (mean ΔBM -0.021 GPa at 1 month, -0.009 GPa at 3 months), with partial recovery but 80% points below baseline; BM4/BM9 spontaneously recovered (ΔBM ≥ 0 at 3 months). SMILECXL preserved/enhanced stiffness across all points (mean ΔBM +0.015 GPa at 1 month, +0.011 GPa at 3 months), with significant differences at minimum ΔBM (p < 0.05 at 1 month) and points BM1, BM4, BM5 (p < 0.05 at 1 month), BM1 (p < 0.05 at 3 months). Four patterns emerged: (1) Resistant but potentially vulnerable (BM7/BM10: near-zero initial loss but worsening, inferior progressive loss); (2) Spontaneously and fully recovered (BM4/BM9: initial loss but recovery ≥ 0 at 3 months without CXL, superior resilience); (3) Moderately effective for CXL (BM2/BM3/BM6/BM8: loss with non-significant preservation, peripheral benefits); (4) Highly effective for CXL (BM1/BM5: pronounced loss but significant preservation [p < 0.05], nasal-temporal central protection).

conclusionsBOSS's high-resolution spatiotemporal analysis reveals that CXL counters SMILE-induced stiffness loss, achieving universal preservation or enhancement across corneal zones (ΔBM ≥ 0 at all points and timepoints) and significant protection in vulnerable nasal-temporal central areas (p < 0.05). These patterns-inherent superior resilience, inferior susceptibility, zone-specific CXL efficacy-suggest BOSS's potential utility in mapping localized biomechanical changes, offering insights for monitoring postoperative stiffness in refractive procedures.

Indexed as

CorneaCorneal Surgery, LaserMyopiaAdolescentAdultBiomechanical PhenomenaCorneal StromaCross-Linking ReagentsFemaleHumansMaleMicroscopyPressureRetrospective StudiesYoung AdultCross-Linking Reagents

Identifiers

PMID41411262
PMCPMC12714255

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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.