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. 2021 Nov;2(11):e690–e703. doi: 10.1016/S2666-7568(21)00226-9

Table 2.

Risk biomarkers in relation to age in FLEMENGHO participants examined from 2005 to 2010

Chronological age
UPP-age
UPP-age-R
r p value r p value r p value
Vascular biomarkers
Systolic blood pressure 0·52 <0·0001 0·49 <0·0001 0·10 0·0042
Diastolic blood pressure 0·17 <0·0001 0·19 <0·0001 0·07 0·037
VEGF 0·14 <0·0001 0·18 <0·0001 0·10 0·0048
PAI1 0·10 0·0041 0·14 <0·0001 0·10 0·0042
Renal biomarkers
eGFR −0·71 <0·0001 −0·65 <0·0001 −0·09 0·011
NGAL 0·19 <0·0001 0·22 <0·0001 0·11 0·0015
Insulin resistance
Plasma glucose 0·30 <0·0001 0·28 <0·0001 0·05 0·17
Serum insulin −0·01 0·77 0·03 0·33 0·08 0·022
HOMA-IR 0·05 0·16 0·08 0·018 0·08 0·028
Lipid biomarkers
Body-mass index 0·27 <0·0001 0·29 <0·0001 0·11 0·0013
Waist circumference 0·33 <0·0001 0·34 <0·0001 0·11 0·0029
Body fat 0·36 <0·0001 0·34 <0·0001 0·08 0·22
Leptin 0·09 0·0081 0·14 <0·0001 0·12 0·00067
Resistin 0·08 0·031 0·11 0·0028 0·08 0·029
Inflammation biomarkers
C-reactive protein 0·12 0·0011 0·14 <0·0001 0·08 0·029
TNFα 0·28 <0·0001 0·31 <0·0001 0·12 0·00049
TNFR1 0·36 <0·0001 0·36 <0·0001 0·11 0·0016
Other markers
Daily tobacco use in smokers −0·07 0·052 −0·054 0·13 0·01 0·78
Follicle-stimulating hormone in women (n=395) 0·64 <0·0001 0·55 <0·0001 0·06 0·26
Framingham risk score 0·88 <0·0001 0·76 <0·0001 0·03 0·39
dpucMGP 0·42 <0·0001 0·42 <0·0001 0·11 0·0027

The distributions of VEGF, PAI1, NGAL, HOMA-IR, body fat, leptin, resistin, C-reactive protein, TNFα, TNFR1, daily use of tobacco, follicle-stimulating hormone, Framingham risk score, and dpucMGP were rank normalised. r is the Pearson correlation coefficient. dpucMGP=desphospho-uncarboxylated matrix Gla protein. eGFR=glomerular filtration rate derived from serum creatinine. FLEMENGHO=Flemish Study on Environment, Genes, and Health Outcomes. HOMA-IR=Homeostatic Model Assessment for Insulin Resistance. UPP=urinary peptidomic profile. UPP-age=age as predicted by the UPP. UPP-age-R=residual of the regression of UPP-age on chronological age and reflects accelerated ageing as predicted by the UPP-age, independent of chronological age.