TY - JOUR
T1 - Mediating roles of corneal biomechanical and topographic parameters in eye rubbing and keratoconus based on the Chinese keratoconus cohort study
AU - Yang, Kaili
AU - Tu, Runqi
AU - Xu, Liyan
AU - Gu, Yuwei
AU - Fan, Qi
AU - Yin, Shanshan
AU - Yuan, Yi
AU - Chang, Anqi
AU - Wang, Yifan
AU - Yin, Chenchen
AU - Zang, Yonghao
AU - Pang, Chenjiu
AU - Oehring, Daniela
AU - Hao, Yibin
AU - Ren, Shengwei
PY - 2025/6/26
Y1 - 2025/6/26
N2 - Purpose: Studies have shown that eye rubbing is associated with increased risk of
keratoconus (KC). However, the potential mediating roles between eye rubbing
and KC remain largely unknown. Hence, this study aims to explore the mediating
roles of two specific factors, namely, the inverse of the stiffness parameter at the
first applanation (-SPA1) and maximal corneal keratometry (Kmax) values, in the
relationship between eye rubbing and KC.
Methods: A total of 395 patients with KC and 396 controls from the Chinese
keratoconus (CKC) cohort study were included in this case–control analysis. The
Spearman correlation and generalized linear regression models were used to
analyze the associations between the time of eye rubbing, -SPA1, Kmax, and KC.
Furthermore, three mediation models (individual, parallel multiple, and serial
multiple) were utilized to investigate the mediating roles of -SPA1 and Kmax in
the relationship between eye rubbing and KC.
Results: After adjusting for confounding factors, the odds ratio and 95%
confidence interval (CI) for the time of eye rubbing, -SPA1, and Kmax in
relation to KC were 1.02 (1.01, 1.04), 1.16 (1.12, 1.19), and 3.86 (2.52, 5.92),
respectively. The individual mediation model indicated that the indirect effects
of -SPA1 and Kmax were 0.084 and 0.056, respectively. The parallel multiple
mediation model showed a total indirect effect of 0.081 for -SPA1 and Kmax.
Additionally, the serial multiple mediation model (time of eye rubbing→-SPA1→
Kmax → KC) indicated that following -SPA1, Kmax partially mediated the
relationship between the time of eye rubbing and KC with a total indirect
effect of 0.024 (95% CI: 0.016–0.042), accounting for 14.5% of the total effect
(time of eye rubbing on KC), while no significant indirect effect was found for
Kmax alone.
Conclusions: The individual, parallel multiple, and serial multiple mediation
analyses consistently demonstrated the mediating roles of -SPA1 and Kmax in
linking the duration of eye rubbing to KC. Notably, the serial mediation pathway
(time of eye rubbing → -SPA1 → Kmax → KC) exhibited a significant indirect effect.
These findings confirm and complement the theoretical framework linking eye
rubbing to KC, providing a reference for further exploration of the pathogenesis
of KC.
AB - Purpose: Studies have shown that eye rubbing is associated with increased risk of
keratoconus (KC). However, the potential mediating roles between eye rubbing
and KC remain largely unknown. Hence, this study aims to explore the mediating
roles of two specific factors, namely, the inverse of the stiffness parameter at the
first applanation (-SPA1) and maximal corneal keratometry (Kmax) values, in the
relationship between eye rubbing and KC.
Methods: A total of 395 patients with KC and 396 controls from the Chinese
keratoconus (CKC) cohort study were included in this case–control analysis. The
Spearman correlation and generalized linear regression models were used to
analyze the associations between the time of eye rubbing, -SPA1, Kmax, and KC.
Furthermore, three mediation models (individual, parallel multiple, and serial
multiple) were utilized to investigate the mediating roles of -SPA1 and Kmax in
the relationship between eye rubbing and KC.
Results: After adjusting for confounding factors, the odds ratio and 95%
confidence interval (CI) for the time of eye rubbing, -SPA1, and Kmax in
relation to KC were 1.02 (1.01, 1.04), 1.16 (1.12, 1.19), and 3.86 (2.52, 5.92),
respectively. The individual mediation model indicated that the indirect effects
of -SPA1 and Kmax were 0.084 and 0.056, respectively. The parallel multiple
mediation model showed a total indirect effect of 0.081 for -SPA1 and Kmax.
Additionally, the serial multiple mediation model (time of eye rubbing→-SPA1→
Kmax → KC) indicated that following -SPA1, Kmax partially mediated the
relationship between the time of eye rubbing and KC with a total indirect
effect of 0.024 (95% CI: 0.016–0.042), accounting for 14.5% of the total effect
(time of eye rubbing on KC), while no significant indirect effect was found for
Kmax alone.
Conclusions: The individual, parallel multiple, and serial multiple mediation
analyses consistently demonstrated the mediating roles of -SPA1 and Kmax in
linking the duration of eye rubbing to KC. Notably, the serial mediation pathway
(time of eye rubbing → -SPA1 → Kmax → KC) exhibited a significant indirect effect.
These findings confirm and complement the theoretical framework linking eye
rubbing to KC, providing a reference for further exploration of the pathogenesis
of KC.
UR - http://dx.doi.org/10.3389/fbioe.2025.1595671
UR - https://pearl.plymouth.ac.uk/context/hp-research/article/1726/viewcontent/fbioe_1_1595671.pdf
U2 - 10.3389/fbioe.2025.1595671
DO - 10.3389/fbioe.2025.1595671
M3 - Article
C2 - 40642536
SN - 2296-4185
VL - 13
SP - 1595671
JO - Frontiers in Bioengineering and Biotechnology
JF - Frontiers in Bioengineering and Biotechnology
ER -