Cox regression analysis revealed that skin autofluorescence was an independent predictor of the primary end point , even after adjustment for age , gender , smoking history , diabetes , estimated glomerular filtration rate and proteinuria ( adjusted hazard ratio 2.58 , P = 0.004 ) .