This retrospective cohort study investigated the relationship between empagliflozin treatment and the development of erythrocytosis in individuals with T2DM and CKD. In both unadjusted and adjusted models, empagliflozin use was associated with higher estimated odds of erythrocytosis; however, these associations did not reach statistical significance, and the wide confidence intervals indicated substantial uncertainty in the estimates (
15).
In unadjusted analyses, empagliflozin users showed a trend toward increased odds of erythrocytosis (OR = 3.64), but this finding did not reach statistical significance. This pattern is consistent with earlier reports indicating that SGLT2 inhibitors can raise hemoglobin and hematocrit levels (
15). The lack of significance is likely related to the modest sample size and resulting wide confidence intervals. Nonetheless, this pattern underscores the potential clinical relevance of the findings and warrants further investigation in larger populations.
Adjustment for age and sex maintained the positive association (OR = 4.38). Age emerged as a significant factor, with younger patients showing increased susceptibility to erythrocytosis (OR = 0.91, P = 0.012). Sex did not appear to modify the association, consistent with earlier studies suggesting that the erythropoietic effects of these drugs are not sex-specific.
In the fully adjusted multivariable model, which accounted for multiple potential confounders, empagliflozin use remained associated with substantially increased odds of erythrocytosis (OR = 41.73), although statistical significance was not reached (P = 0.214). The wide confidence interval reflects sample variability and limited power. None of the examined covariates were significantly associated with erythrocytosis, although baseline hemoglobin showed a borderline association (OR = 16.31, P = 0.081), suggesting that patients with higher initial hemoglobin levels may be more likely to develop erythrocytosis.
Overall, these findings suggest a possible association between empagliflozin therapy and increased odds of erythrocytosis, although statistical significance was not demonstrated. Research on the broader metabolic and inflammatory aspects of T2DM has also examined the effects of lifestyle interventions, including exercise timing, on inflammatory and cognitive outcomes in affected populations (
16). However, these findings do not establish a direct relationship between exercise-related changes in inflammation and erythrocytosis associated with SGLT2 inhibitors. Previous studies have reported metabolic and anti-inflammatory effects of empagliflozin in extrarenal organs, including the liver (
6), suggesting that SGLT2 inhibitors may simultaneously influence multiple physiological pathways. Although these studies do not directly evaluate hematologic parameters, they support the concept that SGLT2 inhibitors can induce widespread biological changes that may contribute to alterations in hemoglobin and hematocrit levels. The primary limitation was the relatively small sample size, which constrained the precision of the effect estimates. Larger prospective studies are needed to confirm these associations and clarify the hematologic effects of these agents in patients with CKD (
17,
18).
From a clinical perspective, these findings highlight the importance of monitoring hemoglobin and hematocrit levels in patients receiving empagliflozin (
19). Because our study did not assess thromboembolic events or management outcomes, clinical recommendations should be limited to careful monitoring. Further research is needed to clarify the clinical significance of these hematologic changes.
The very broad confidence intervals and unstable estimates, notably the OR of 41.73 in the fully adjusted model, probably result from sparse-data bias and overfitting rather than reflecting a genuine biological phenomenon. Because major trials such as EMPA-REG OUTCOME, CANVAS, and CREDENCE did not report erythrocytosis outcomes comparable to ours, direct numerical comparison is inappropriate. The present findings should therefore be interpreted as hypothesis-generating rather than confirmatory.
Several hypothetical mechanisms have been proposed to explain SGLT2 inhibitor-associated erythrocytosis, including enhanced erythropoietin (EPO) production, improved renal tubular oxygenation, and reduced oxidative stress (
15). Prior studies, including those by Sano et al., suggest that increases in hematocrit during SGLT2 inhibitor therapy may be related to elevated EPO levels and possible HIF stabilization (
15). Additionally, reduced proximal tubular sodium reabsorption could theoretically decrease oxygen consumption in the renal cortex, potentially alleviating chronic hypoxia and stimulating EPO secretion from peritubular fibroblasts. From a health care management perspective, effective monitoring of potential medication-related complications requires coordination of clinical processes, information sharing, and organizational learning (
20). These mechanisms remain speculative in the context of our dataset because none of these pathways were measured, and their relative contributions require further investigation.
5.1. Limitations
Several limitations should be acknowledged. First, the modest sample size reduced statistical power and widened confidence intervals. Second, the retrospective observational design precludes causal inference. Third, residual confounding by unmeasured factors, including nutritional status, iron metabolism, and other clinical variables, cannot be excluded. Fourth, conducting the study in teaching hospitals in a single regional setting may limit generalizability. Fifth, the small number of erythrocytosis events relative to the number of covariates may have contributed to sparse-data bias, model instability, and overfitting. Additionally, the retrospective design introduces the potential for immortal-time bias, and exposure and outcome misclassification may have occurred because of reliance on routine clinical documentation. Missing-data mechanisms were not fully characterized, and the absence of propensity-score balancing may have allowed systematic differences between exposed and unexposed groups to persist. Finally, residual confounding by anemia-related diseases and medications cannot be ruled out. Because the exposed group consisted exclusively of empagliflozin users, the findings may not be generalizable to all SGLT2 inhibitors.
5.2. Conclusions
This study did not demonstrate a statistically significant association between empagliflozin use and erythrocytosis in individuals with T2DM and CKD. All effect estimates were imprecise, with wide confidence intervals indicating substantial uncertainty. The findings should therefore be interpreted cautiously and considered exploratory rather than confirmatory.