Biological and Metabolic Correlates of Psychological Resilience in Maintenance Hemodialysis: An Exploratory Gender-Based Study.
Аннотация
Background and
Objectives
Psychological resilience is central to emotional adaptation in patients undergoing maintenance hemodialysis (HD). Although psychosocial determinants have been widely studied, the role of routinely monitored biochemical markers remains insufficiently defined. Materials and
Methods
This study examined the associations between selected metabolic-inflammatory biomarkers and psychological resilience in adults receiving maintenance HD and explored potential gender-related differences. Resilience was assessed using the Resilience Scale-14 (RS-14). β2-microglobulin, serum albumin, calcium, and 25-hydroxyvitamin D were analyzed as continuous predictors. Multiple linear regression models with heteroscedasticity-consistent robust standard errors (HC3) were adjusted for age, HD vintage, diabetes, and cardiovascular disease. Two interaction terms (Gender × β2-microglobulin and Gender × albumin) were specified a priori. Model stability was evaluated using nonparametric bootstrap resampling (5000 iterations) and penalized regression with cross-validation.
Results
In bivariate analyses, higher β2-microglobulin levels were associated with lower resilience (ρ = -0.24; p = 0.041), whereas serum albumin showed a positive but non-significant association (p = 0.14). These relationships did not remain statistically significant in fully adjusted models (β2-microglobulin: p = 0.107). No Gender × Biomarker interaction reached statistical significance (p = 0.162). Stratified analyses showed consistent directional patterns across gender groups.
Conclusions
Metabolic-inflammatory biomarkers, particularly β2-microglobulin and serum albumin, may be associated with psychological resilience in HD. However, gender-specific effects were not supported in adjusted analyses. These findings require validation in larger, longitudinal, multicenter studies.
Предметные рубрики MeSH
Подготовка и перевод публикации
Обработка статьи · этапы, ошибки и управление
Ошибки и ограничения
История · было → стало
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