After elective short-segment lumbar fusion, inflammatory blood markers measured on the first postoperative day were strongly influenced by patient and operative factors. Day-three white blood cell count and the neutrophil-to-lymphocyte ratio showed exploratory associations with wound-related events, but these weakened after accounting for day-one values. The findings do not establish diagnostic thresholds and require prospective validation.