Original Articles
Vol. 18 No. 1 (2026): Mediterranean Journal of Hematology and Infectious Diseases

DYNAMIC HEMOGLOBIN TRAJECTORIES IN RENAL ANEMIA AND THEIR ASSOCIATION WITH FRAILTY PROGRESSION AND CARDIOVASCULAR EVENTS IN NON‑DIALYSIS CHRONIC KIDNEY DISEASE

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Published: April 30, 2026
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Background: In non-dialysis chronic kidney disease (ND-CKD), anemia, frailty, and cardiovascular (CV) complications intersect, yet the prognostic relevance of within-patient hemoglobin (Hb) change over time remains unclear. We tested whether distinct 12-month Hb trajectories patterns are associated with frailty worsening and CV events.

Methods: Adults with stage 3–5 ND-CKD and renal anemia (men <13 g/dL; women <12 g/dL) were enrolled at a single center (June–December 2023) and followed monthly for 12 months. Hb was measured monthly. Latent-class mixed models were used to derive stable, declining, and fluctuating Hb trajectories from all available Hb measurements during follow-up. Frailty was assessed at baseline, 6 months, and 12 months. Frailty worsening was prespecified as a ≥1-point increase in FRAIL score or new onset of weak grip or slow gait. Associations were evaluated using mixed-effects logistic regression (frailty worsening) and cause-specific Cox models (time-to-first composite CV event), adjusting for key clinical covariates.

Results: Follow-up at 12 months were available for 182/190 (95.8%) participants. Trajectory allocation was 39% stable, 41% declining (mean slope −0.18 g/dL/month), and 20% fluctuating (higher within-person variability). Frailty worsened in 57% of declining, 45% of fluctuating, and 25% of stable participants. Adjusted odds ratios versus Stable were 2.8 (95% CI 1.6–5.0) for Declining and 1.9 (0.9–4.0) for Fluctuating. Over 185 person-years, 46 composite CV events occurred (24.9/100 person-years), and adjusted hazard ratios were 2.6 (1.4–4.9) for Declining and 1.7 (0.8–3.6) for Fluctuating.

Conclusion: A 12-month Declining Hb trajectory was independently associated with substantially higher odds of frailty worsening and higher hazard of CV events compared with a Stable profile, whereas a Fluctuating pattern showed intermediate, non-significant associations. Longitudinal Hb trend monitoring may help identify ND-CKD patients who warrant closer anemia evaluation alongside frailty-focused interventions.

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“DYNAMIC HEMOGLOBIN TRAJECTORIES IN RENAL ANEMIA AND THEIR ASSOCIATION WITH FRAILTY PROGRESSION AND CARDIOVASCULAR EVENTS IN NON‑DIALYSIS CHRONIC KIDNEY DISEASE” (2026) Mediterranean Journal of Hematology and Infectious Diseases, 18(1), p. e2026040. doi:10.4084/MJHID.2026.040.