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However, the relationship between cigarette smoking and different types of CKDs remained unclear

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Researchers modeled the 20-year impact of increasing cigarette taxes by $1.50 and increasing tobacco control expenditures to levels recommended by the Centers for Disease Control (CDC) for each state on smoking rates and smoking-attributable outcomes including death, disease, and hospitalizations in Tobacco Nation

Data overview and preprocessing We obtained data from 149,000 fully anonymized individual records linked to smoking status (49,000 smokers), sex, and age, with up to 66 blood biochemistry and cell count markers (Supp