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Article

Alterations in the Crystallization Pattern of Tear Fluid Induced by Increases in the Body Mass Index

by
Cosmin Victor Ganea
1,
Corina Georgiana Bogdanici
1,*,
Nicoleta Anton
2,
Calina Anda Sandu
1,2,
Ioana Madalina Bilha
1,2,
Anisia Iuliana Alexa
2,
Vlad Constantin Donica
2,
Irina Andreea Pavel
2,
Roxana Elena Ciuntu
2 and
Camelia Margareta Bogdanici
2
1
Doctoral School, Grigore T. Popa University of Medicine and Pharmacy, University Street No. 16, 700115 Iasi, Romania
2
Department of Ophthalmology, Faculty of Medicine, Grigore T. Popa University of Medicine and Pharmacy, University Street No. 16, 700115 Iasi, Romania
*
Author to whom correspondence should be addressed.
Life 2026, 16(2), 210; https://doi.org/10.3390/life16020210
Submission received: 16 December 2025 / Revised: 14 January 2026 / Accepted: 26 January 2026 / Published: 27 January 2026
(This article belongs to the Section Medical Research)

Abstract

(1) Purpose: The study investigated the correlation between variations in body mass index (BMI) and tear crystallization class according to the Masmali classification. Moreover, it examined the potential diagnostic value of a patterning test within the population affected by obesity. (2) Methods: A total of 61 patients were investigated, with ages ranging from 25 to 72 years (median age [interquartile range] = 39.0 [26] years). BMI values ranged from 19.1 to 47.5 kg/m2, with a median BMI (interquartile range) of 29.3 (12.1) kg/m2. (3) Results: The Kruskal–Wallis test was used to assess differences in BMI across the Masmali classes and revealed statistically significant disparities between at least two groups (p = 0.024). The rank η2 value of 0.094 shows a small-to-moderate effect size, suggesting that approximately 9% of the variance in rank distributions is explained by the Masmali classification. The post hoc Dunn test with Bonferroni and Holm corrections showed that patients classified as Masmali grade 2 exhibited a significantly higher BMI compared to those in grade 0 (p = 0.009), whereas no statistically significant differences were identified between grades 0 and 1 or between grades 1 and 2. The analysis of variance (ANOVA) revealed a statistically significant difference among Masmali Classes 0, 1, and 2 with respect to the number of branching structures in dried tear samples analyzed at a brightness threshold of 220. The effect size (η2 = 0.263) shows that approximately 26% of the variability in branching number can be attributed to the severity of tear film dysfunction as defined by the Masmali classification. Accordingly, as the Masmali score increases, the number of branches decreases significantly, particularly among patients with elevated BMI. (4) Conclusion: The findings suggest that when classified according to the Masmali scale the dry eye syndrome exhibits a distinct crystallization pattern in patients with excess body weight. Specifically, higher BMI values are associated with a marked decrease in the number of fern-like branches identified in the tear ferning test.
Keywords: body mass index; tear ferning test; dry eye; diagnostic patterning tests; obesity body mass index; tear ferning test; dry eye; diagnostic patterning tests; obesity

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MDPI and ACS Style

Ganea, C.V.; Bogdanici, C.G.; Anton, N.; Sandu, C.A.; Bilha, I.M.; Alexa, A.I.; Donica, V.C.; Pavel, I.A.; Ciuntu, R.E.; Bogdanici, C.M. Alterations in the Crystallization Pattern of Tear Fluid Induced by Increases in the Body Mass Index. Life 2026, 16, 210. https://doi.org/10.3390/life16020210

AMA Style

Ganea CV, Bogdanici CG, Anton N, Sandu CA, Bilha IM, Alexa AI, Donica VC, Pavel IA, Ciuntu RE, Bogdanici CM. Alterations in the Crystallization Pattern of Tear Fluid Induced by Increases in the Body Mass Index. Life. 2026; 16(2):210. https://doi.org/10.3390/life16020210

Chicago/Turabian Style

Ganea, Cosmin Victor, Corina Georgiana Bogdanici, Nicoleta Anton, Calina Anda Sandu, Ioana Madalina Bilha, Anisia Iuliana Alexa, Vlad Constantin Donica, Irina Andreea Pavel, Roxana Elena Ciuntu, and Camelia Margareta Bogdanici. 2026. "Alterations in the Crystallization Pattern of Tear Fluid Induced by Increases in the Body Mass Index" Life 16, no. 2: 210. https://doi.org/10.3390/life16020210

APA Style

Ganea, C. V., Bogdanici, C. G., Anton, N., Sandu, C. A., Bilha, I. M., Alexa, A. I., Donica, V. C., Pavel, I. A., Ciuntu, R. E., & Bogdanici, C. M. (2026). Alterations in the Crystallization Pattern of Tear Fluid Induced by Increases in the Body Mass Index. Life, 16(2), 210. https://doi.org/10.3390/life16020210

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