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Departments of
1
Pediatrics,
3 Biochemistry, and
6 Radiology, Childrens Hospital of Eastern Ontario, Ottawa, Ontario, K1H 8L1 Canada.
5 Department of Medicine, University of Ottawa, Ottawa, Ontario, K1N 6N5 Canada.
Departments of
2
Laboratory Medicine,
4 Pediatric Nephrology, and
8 Urology, University Hospital Charité, Humboldt University, D-10117 Berlin, Germany.
7 Dade Behring GmbH, Marburg, Germany.
aAddress correspondence to this author at: Institute of Laboratory Medicine and Pathobiochemistry, University Hospital Charité, Humboldt University Berlin, Schumannstrasse 20/21, D-10117 Berlin, Germany. Fax 4930-450569912; e-mail friedrich.priem{at}charite.de.
| Abstract |
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Methods: We obtained serum samples from 225 children (age range, 0.218 years) with various renal pathologies who were referred for nuclear medicine clearance investigations (technetium-diethylenetriamine pentaacetic acid or chromium-EDTA). We measured Cys-C, BTP (nephelometric tests; Dade Behring), ß2-MG (Tinaquant; Roche), and creatinine (enzymatic assay; Creatinine-PAP; Roche).
Results: Seventy-five children had reduced GFR (<90 mL · min-1 · 1.73 m-2). One hundred fifty children (independent of gender and age) with values >90 mL · min-1 · 1.73 m-2 comprised the control group with gaussian distributions of BTP and Cys-C concentrations. The upper reference limits (97.5 percentile) were 1.01 mg/L for BTP and 1.20 mg/L for Cys-C. The correlations of nuclear medicine clearance with the reciprocals of BTP, Cys-C, and the Schwartz GFR estimate were significantly higher (r = 0.653, 0.765, and 0.706, respectively; P <0.05) than with the reciprocal of creatinine or ß2-MG (r = 0.500 and 0.557, respectively). ROC analysis showed a significantly higher diagnostic accuracy of BTP, Cys-C, and the GFR estimate for the detection of impaired GFR than serum creatinine (P <0.05). Compared to creatinine, BTP increased the diagnostic sensitivity by
30%, but it was not more sensitive than Cys-C or the Schwartz GFR estimate.
Conclusions: BTP is superior to serum creatinine and an alternative for Cys-C to detect mildly reduced GFR in children, but it is not better than the Schwartz GFR estimate.
| Introduction |
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ß-Trace protein (BTP) is a low-molecular weight glycoprotein with 168 amino acids and a molecular weight of 23 00029 000, depending on the degree of glycosylation. BTP belongs to the lipocalin protein family; its biologic significance as prostaglandin D synthase is under investigation (8), and it is isolated primarily from cerebrospinal fluid (9). Serum BTP is increased in patients with renal diseases (8). It has been reported to be a better indicator of reduced GFR (estimated by inulin clearance) than serum creatinine in the creatinine-blind range (10), but not better than Cys-C (11). Further studies on this interesting new marker of GFR remain scarce (12), and to the best of our knowledge, there are no reports about the pediatric age range.
We used data from two university children centers to address the following goals: (a) to establish provisional reference limits of the new marker BTP in children; (b) to evaluate the relationship between BTP and other low-molecular weight proteins such as Cys-C and ß2-MG to the GFR, using chromium-EDTA (51Cr-EDTA) or technetium-diethylenetriamine pentaacetic acid (99mTc-DTPA) clearance as the gold-standard comparison method; (c) to evaluate the diagnostic performance of BTP in comparison with the other low-molecular weight proteins to detect reduced GFR; and (d) to evaluate the usefulness of low-molecular weight proteins in serum in comparison with the conventional indicators, serum creatinine and the Schwartz GFR estimate.
This study compared serum analytes with the results of nuclear isotope clearances because only these clearance data guarantee an exact comparative basis. However, because it is not ethically possible to measure nuclear isotope clearances in healthy children, this study included only children with various renal pathologies and different degrees of GFR.
| Materials and Methods |
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Archival sera collected between February 1998 and January 2001 as surplus serum available for additional measurements were used for this retrospective study. The study was approved by the local ethics boards and was in accordance with the ethical standards of the Helsinki Declaration of 1975 (revised in 1983), and written consent from parents and 18-year-old patients was obtained in each case.
materials
In the Ottawa patients, GFR was determined by a 99mTc-DTPA single-injection technique with a three-point sampling approach at 2, 3, and 4 h postinjection according to Russell (13) with the minor modification that no 10-min sample was obtained. In Berlin, clearances were performed with a modification (7) of a 51Cr-EDTA method (14); 51Cr-EDTA is not available in North America. There is good agreement between the two methods (15)(16). For both methods, clearance values <90 mL · min-1 · 1.73 m-2 were defined as reduced GFR. Both methods were performed and GFRs determined without knowledge of results for Cys-C, BTP, and ß2-MG.
The techniques for measuring creatinine, Cys-C, and BTP were identical in both centers. ß2-MG was measured in only the German patients. Samples were analyzed without knowledge of GFR tests, which were performed first. Serum creatinine was measured with an enzymatic assay (Creatinine-PAP; Roche Diagnostics), and the factors 38 for children >1 year and 48 for adolescent males [Schwartz GFR estimate (17), with a 20% correction for enzymatic measurement of creatinine] were used to calculate the Schwartz GFR estimate (7). The formula reads as follows:
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0.2515.8 mg/L. The total analytical imprecision (intraassay plus interassay; n = 40) of the assay, calculated from two control materials and three serum samples with concentrations of 1.517.89 mg/L, was 2.36.5%.
statistical analysis
Statistical analysis was performed with the GraphPad Prism for Windows (Ver. 3.02; GraphPad Software) or SPSS for Windows (Ver. 10; SPSS Inc). The reference cohort with GFR values >90 mL · min-1 · 1.73 m-2 was subdivided into female and male age groups. Differences between the groups were tested with the Kruskal-Wallis nonparametric ANOVA and Mann-Whitney U-test. To compare the differences of the relative changes of the analytes from their upper reference limits in the various GFR ranges, the t-test of paired data was used. Associations between variables (e.g., age, creatinine, GFR) were assessed with the correlation coefficient according to Pearson (r). The central 95% reference intervals for Cys-C and BTP were calculated according to the IFCC recommendations (18). P <0.05 was considered statistically significant. The diagnostic validity of Cys-C, BTP, ß2-MG, creatinine, and the height/creatinine ratio (Schwartz formula) (7)(17) to detect reduced GFR in comparison to the 51Cr-EDTA or 99mTc-DTPA clearance was evaluated by ROC analysis (19). MedCalc for Windows (Ver. 6.11.001; MedCalc) was used for calculations of the area under the curve and the sensitivity/specificity data at certain cutoffs.
| Results |
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2 test, P = 0.13), or GFR (Student t-test, P = 0.15), the two cohorts could be combined for a common evaluation of data. To confirm the agreement of both GFR methods used in this study, we compared the concentrations of creatinine, BTP, and Cys-C in GFR subgroups with nondifferent GFR values in both centers (5070, 7090, 90110, and 110130 mL · min-1 · 1.73 m-2). The concentrations of the analytes in the particular subgroups were not different between the two study sites (P >0.05). Most importantly, the same assays with comparable interassay imprecisions were used for the other GFR markers in both centers. The scatter plots of the three analytes BTP, Cys-C, and creatinine (Fig. 1
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Because it is impossible to measure nuclear isotope clearances in children without suspicious pathology, we defined children with nonpathologic GFR values (>90 mL · min-1 · 1.73 m-2) as the control group. Seventy-five patients had GFR values <90 mL · min-1 · 1.73 m-2, defined as reduced GFR, and 150 patients had GFR values >90 mL · min-1 · 1.73 m-2 (Table 1
). In the control group, all analytes had gaussian distributions (Kolmogorov-Smirnov test, P > 0.05). The concentrations of BTP, Cys-C, ß2-MG, and creatinine were independent of gender for the entire control group and for the subgroups of 16, 612, and 1218 years (P values between 0.059 and 0.975). Unlike serum creatinine (Fig. 1C
), BTP (Fig. 1A
) and the other two proteins, Cys-C (Fig. 1B
) and ß2-MG (data not shown), were not age dependent and showed slopes of the regression lines to the age for both genders that were not significantly different from zero (P values between 0.09 and 0.99). As shown for Cys-C and ß2-MG, there was no statistically significant correlation between the BTP concentrations and age [r = -0.126 for males (P = 0.250); r = -0.216 for females (P = 0.087)]. The mean Cys-C concentrations for the different age ranges were as follows: 0.80 ± 0.19 mg/L (16 years); 0.84 ± 0.14 mg/L (612 years); and 0.82 ± 0.16 mg/L (1218 years). The mean BTP concentrations for the different age ranges were as follows: 0.71 ± 0.19 mg/L (16 years); 0.68 ± 0.13 mg/L (612 years); and 0.65 ± 0.15 mg/L (1218 years). These differences did not reach statistical significance (P >0.05). Thus, as we had shown previously for Cys-C (5), age- and gender-independent reference values for BTP can be considered. We calculated the upper reference limits as mean +1.96 SD. The 97.5 percentiles and their 90% confidence intervals for BTP and Cys-C are given in Table 1
. The corresponding values for creatinine, ß2-MG, and the Schwartz GFR estimates have been included for comparison.
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concentrations of btp, cys-c, and ß2-mg and their relation to gfr and serum creatinine
Mean nuclear medicine GFR in the whole group was 105 ± 37 mL · min-1 · 1.73 m-2 (range, 7235 mL · min-1 · 1.73 m-2). BTP behaved similarly to serum creatinine and Cys-C when plotted against nuclear medicine clearance. It was possible to draw nonlinear regression lines (exponential decays) between the concentrations of the three analytes and GFR or linear regression lines between their reciprocals and GFR (Fig. 1
). The correlations between the nuclear medicine GFR clearance and the reciprocals were significantly higher (P <0.05) for BTP (r = 0.653; Fig. 2A
) and Cys-C (r = 0.765; Fig. 2B
) [although not for ß2-MG (r = 0.557; not shown in Fig. 2
)] than for serum creatinine (r = 0.500; Fig. 2C
). The correlation coefficient of the Schwartz GFR estimate (r = 0.706) was similar to the correlation coefficients of Cys-C and BTP.
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diagnostic performance
To evaluate the ability of BTP to detect reduced GFR, ROC analysis was performed on data from 150 children with a GFR >90 mL · min-1 · 1.73 m-2 and 75 children with a GFR <90 mL · min-1 · 1.73 m-2. The mean (SD) GFRs in the groups with GFRs above and below >90 mL · min-1 · 1.73 m-2 were 105 (25) and 65 (20) mL · min-1 · 1.73 m-2, respectively.
ROC plot results are summarized in Table 2
. The areas under the ROC curves for BTP (0.912), Cys-C (0.943), ß2-MG (0.899), and Schwartz GFR estimate (0.917) were not significantly different (P >0.05), although there was a tendency toward the best area for Cys-C. The area under the curve for creatinine (0.840) was significantly smaller than that for Cys-C (difference between areas, 0.103; SE, 0.031; P <0.001), BTP (difference between areas, 0.072; SE, 0.034; P = 0.036), and the Schwartz GFR estimate (difference between areas, 0.080; SE, 0.021; P = 0.001).
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The clinical sensitivities and specificities were calculated at selected decision points of the ROC curves (Table 2
). At the upper reference limits (97.5 percentiles), both BTP and Cys-C revealed higher sensitivities than creatinine, ß2-MG, and the GFR estimate (61% vs 29%, 38%, and 31%, respectively) for reduced GFR. At the cutoff with a diagnostic specificity of 95%, BTP (68%) and Cys-C (80%) had higher sensitivities than did serum creatinine (35%) and ß2-MG (32%), but not higher than that of Schwartz GFR estimate (68%; Table 2
). At the cutoff with a diagnostic sensitivity of 95%, BTP, Cys-C, and the Schwartz GFR estimate did not differ regarding specificities as the overlapping confidence intervals show (Table 2
). Cys-C (63%) and the GFR estimate (65%), but not BTP (52%) showed a higher specificity than creatinine (47%). Between BTP and Cys-C, no statistical differences (P >0.05) in the specificity and sensitivity were found at the selected 95% sensitivity or specificity, respectively, and at the 97.5 percentiles. In addition, with expressions of the BTP, Cys-C, and creatinine concentrations as proportions of their upper reference limits, BTP and Cys-C showed a significantly (P <0.05) greater proportional increase than creatinine at the different degrees of renal failure (Fig. 3
). These results clearly demonstrate that BTP is a more sensitive marker than creatinine and shows diagnostic accuracy similar to that of Cys-C, but the Schwartz GFR estimate was equivalent to that of BTP and Cys-C.
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| Discussion |
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Serum creatinine is a crude marker of GFR, especially in children. In our experience with renal transplants, a change in serum creatinine from 24 to 40 µmol/L within the reference interval reflects
50% decline in GFR. Serum creatinine typically varies slightly from day to day (21), but age- and gender-associated differences in creatinine production are proportional to muscle mass, and creatinine generation can vary significantly in a given individual over time when muscle mass changes (22)(23). Tubular secretion of creatinine varies not only within an individual but also between individuals, and the proportion of total renal creatinine excretion attributable to tubular secretion increases with decreasing renal function. The latter further amplifies the overestimation of GFR, which creatinine clearance represents (24). The significant age dependency of serum creatinine, although often forgotten, has been addressed by the use of height/creatinine ratios (1)(25); however, even these results may be misleading in children with a very low muscle mass. Serum creatinine, however, is rarely reported with the height/creatinine ratio even in dedicated pediatric hospitals. In our study, with the use of enzymatically determined serum creatinine and the factors 38 for children >1 year and 48 for adolescent males [Schwartz estimate (17) with a 20% correction for enzymatic measurement of creatinine], there was a reasonably good correlation between the nuclear medicine clearance and the estimated GFR (r = 0.706, P <0.0001). However, a marker independent of age and gender would be preferable.
Both ß2-MG (26) and Cys-C [reviewed in Ref. (4)] have the advantages of age and muscle mass independence (3)(27). BTP was introduced recently as a novel marker for measurement of kidney function in the creatinine-blind range (8)(10). In comparison with serum creatinine, all three low-molecular weight proteins, Cys-C, ß2-MG, and BTP, have been reported to have a better diagnostic sensitivity for detection of impaired GFR (10)(27)(28). ß2-MG has the disadvantage of being increased in patients with several malignancies and infectious diseases, particularly lymphoproliferative disorders (29). Apart from these interferences, serum concentrations of low-molecular weight proteins will be primarily determined by GFR, and an ideal marker has to have a constant production rate and should not vary in its concentration in situations with an acute-phase reaction. BTP seems to share these properties. That Cys-C is independent of age and gender is well established (5)(6)(30). Here, we demonstrate that BTP, like Cys-C, is independent of age and gender. Therefore, age- and gender-independent upper limits in our control group with GFR values >90 mL · min-1 · 1.73 m-2 could be calculated. The upper reference limits (parametric 97.5 percentiles) of serum BTP and Cys-C were 1.01 and 1.20 mg/L, respectively. For BTP, a mean value of 0.46 ± 0.13 mg/L was found in adults, using the same assay (10). The cutoff for Cys-C roughly corresponds to reference intervals shown in other pediatric studies (6)(27)(31)(32)(33)(34)(35). Slight differences may reflect assay differences (turbidimetric or nephelometric assay) and/or the use of different calibrators (34)(36).
Similar to the findings in adults (4)(10), we found that the ROC plot area of serum creatinine was worse than that of both Cys-C and BTP (Table 2
), but the areas for the two proteins were not significantly different (P >0.05). The upper reference limits of both BTP and Cys-C predicted reduced GFR more sensitively than did those of creatinine or ß2-MG (Table 2
). These Cys-C data correspond to the promising results reported in other recent pediatric studies (37)(38), although earlier studies, including our own (5)(34), did not demonstrate such a distinct improvement of sensitivity. Because BTP is equivalent to Cys-C determination as a sensitive predictor of reduced GFR, this new low-molecular weight protein could be considered to replace creatinine or to be used in combination with creatinine as discussed in the case of Cys-C (34)(39)(40). Further studies have to show whether extrarenal causes, such as malignancies or treatment with glucocorticoids, increase serum BTP without evidence of impaired GFR, as was found for Cys-C (41)(42).
We found a significant difference in the diagnostic efficiency of the height/creatinine ratio when compared with creatinine using age-dependent reference values (7). Although it is well established that the Schwartz formula overestimates the GFR in patients with a GFR <15 mL · min-1 · 1.73 m-2, the overestimation in patients with a GFR >90 mL · min-1 · 1.73 m-2 is negligible and was 10.3% ± 3% when the GFR was >50 mL · min-1 · 1.73 m-2 (43). This study confirms that a height/creatinine ratio provides a better way of estimating GFR in healthy and mildly impaired renal function when compared with age-dependent creatinine reference values. In addition, one can conclude from the diagnostic validity data summarized in Table 2
that BTP and Cys-C were not significantly different from the height/creatinine ratio clearance estimate for the detection of impaired GFR, and therefore, the higher costs are not justified. However, there is a well-known problem with increased muscle mass in male adolescents. Schwartz et al. (17) recognized this fact and adjusted the constant accordingly in that age group. Although it would be preferable to have a marker that is independent of such influences, because puberty can occur prematurely or be delayed in some males, our results also show that the Schwartz formula is sufficiently able to compensate for the age and muscle mass effects.
In summary, this study showed that the low-molecular weight serum proteins BTP and Cys-C had higher diagnostic accuracy than serum creatinine for identification of moderately impaired GFR in children, but they did not yield better diagnostic accuracy than the Schwartz GFR estimate.
| Acknowledgments |
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| Footnotes |
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| References |
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1-microglobulin and ß2-microglobulin for the estimation of fetal glomerular renal function. Pediatr Nephrol 1991;5:573-577.[Web of Science][Medline]
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