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Department of Clinical Chemistry, Academic Hospital, Vrije Universiteit Brussel, Laarbeeklaan 101, B-1090 Brussels, Belgium.
| Abstract |
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| Introduction |
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Measurement of glyHb is considered the most reliable index of average blood glucose concentration during the preceding 6 to 8 weeks (2). GlyHb is a heterogeneous group of molecules, formed by nonenzymatic reactions of hemoglobin (Hb) with sugars. The most widespread assay methods are based on ion-exchange HPLC, affinity chromatography with phenylboronate matrices, electrophoretic separation, or immunoassays that utilize monoclonal antibodies directed to the N-terminal peptide of the ß-chain (3)(4). Because these different assays measure different fractions of glyHb, the results are not interchangeable between methods (5). Also, for a given chromatographic method, the glyHb results can be affected by numerous factors, e.g., type of stationary phase, column dimensions, mobile phase, and the integration algorithm. Standardization of glyHb results is therefore strongly recommended (6) and is achievable among a wide variety of assay methods (7).
Excellent assay precision is also a prerequisite to meaningful glyHb measurements. Although the National Diabetes Data Group Expert Committee's recommendation that assays of glyHb should have CVs of <5% (8) is still widely accepted, more-stringent analytical precision goals have been proposed, based on biological variation or clinical relevance (9)(10)(11). Calibration has been shown to improve the interassay precision of glyHb measurements made by affinity chromatography, a method sensitive to changes in gel or buffer properties and subject to substantial lot-to-lot variability (12). However, the effect of calibration on ion-exchange HPLC procedures, which are capablewithout calibrationof excellent long-term precision (with interassay CVs <3%), has not been adequately studied so far. The aim of the present study was to evaluate the effect of standardization with commercially available calibrators on the between-run precision of glyHb measurements made with an HPLC system equipped with a Pharmacia Mono S® HR 5/5 column (Pharmacia-LKB Technology).
| Materials and Methods |
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![]() | (1) |
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quality-control samples
Two control samples with low (<7%) and high (>12%) glyHb
values were prepared. Erythrocytes (2 mL) were washed three times with
9 g/L NaCl and lysed in water (1 mL). Cell debris was removed by
delipidation with CCl4 (0.8 mL). The clear
erythrolysate was diluted 1:31 with acid phosphate buffer (25 mmol/L
NaH2PO4, adjusted to pH 4.85 with phosphoric
acid, plus 4 mmol/L KCN). After 2 h at room temperature to remove
the labile adduct, small, single-use aliquots were stored at -70 °C
for long-term study. Under these conditions, the controls were stable
for at least 1 year, as judged by the reproducibility of the measured
glyHb values: Typical between-run CVs determined over a 19-month period
(n = 280) were 2.0% and 1.2% for samples with mean glyHb values
of 6.4% and 13.6%, respectively. Because the same procedure (except
for storage at -70 °C) is used in our laboratory for preparation of
hemolysates from routine patients' samples, we considered the data
obtained for the precision of the glyHb measurements on the control
samples to be representative of the precision of the measurement of
real patients' samples.
calibrators
Vials containing lyophilized hemolysates with low, medium, and
high glyHb content (batch no. 9545; assigned values of 4.6%, 7.7%,
and 10.8% glyHb, respectively) were obtained from the Stichting
Kwaliteitsbewaking klinisch chemische Ziekenhuis Laboratoria (SKZL,
Winterswijk, The Netherlands) and stored at -20 °C. The SKZL
calibrator values are assigned with the HPLC method used in the DCCT
study. Vial contents were reconstituted with 200 µL of demineralized
water and then diluted with 6 mL of acid phosphate buffer and extracted
with CCl4 (2.4 mL). The diluted, delipidated solutions
were stored at -70 °C as small, single-use aliquots (n = 23).
We chose to use stored frozen aliquots for the daily calibrations, rather than the reconstituted fresh material recommended by the manufacturer, for the following reasons: (a) Storage at -70 °C has been successfully used for calibrators or quality-control samples for glyHb measurements in previous studies (3)(12); (b) erythrocyte hemolysates treated and stored in the same way showed excellent long-term stability (see above); (c) daily reconstitution of lyophilized material would substantially increase the cost per test and would not be feasible in routine practice.
calibration procedures
Calibrators were included in every run during 3 months (2 runs per
week), and for each daily run a calibration curve was constructed by
linear regression analysis, with the assigned calibrator values on the
x-axis and the measured glyHb values on the
y-axis:
![]() | (2) |
Standardized glyHb values for the control samples were calculated from the measured values (glyHbmeas) by two different procedures:
a daily calibration procedure,
![]() | (3) |
a conversion factor procedure,
![]() | (4) |
) and intercept (ß) of the 23 daily calibration curves
(Table 1
![]() | (5) |
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statistical methods
One-sample t-tests (2-tailed) were used to compare the
mean measured values for the SKZL calibrators with their assigned
values. The results for the control samples obtained with the two
calibration procedures were compared by Student's paired
t-test (2-tailed). The variances of the glyHb results
obtained without calibration were compared with those obtained with the
different calibration procedures by use of the F-test.
Linear regression analysis was used to construct calibration curves and
to evaluate the stability of the stored calibrator aliquots.
| Results |
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The mean measured value for the medium-content calibrator corresponded
closely to the assigned value (P = 0.26 by one-sample
t-test). The measured values for the low- and high-content
values differed significantly (P <0.0001) from their
assigned value. This resulted in calibration curves with slopes
significantly different from 1 and a marked intercept effect. The mean
values of the slopes (0.66) and intercepts (2.54%) of the daily
calibration curves were used as the
and ß coefficients to
calculate standardized glyHb values for the control samples by the
conversion factor procedure (Eq. 4
).
Table 2
summarizes the results for the control samples, as measured
without calibration and as derived by the daily calibration and the
conversion factor procedures. The glyHb values obtained with the two
calibration procedures were not significantly different (P
>0.8 by paired t-test). However, the daily calibration
procedure produced significantly greater assay imprecision: the CV rose
from 1.7% to 4.4% for the low-content sample, and from 0.9% to 3.2%
for the high-content control sample (P <0.001). The CVs
obtained with the conversion factor procedure differed only
slightlyas predicted by Eq. 5
from those obtained without
calibration (P >0.05).
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| Discussion |
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Previous studies (3)(7) clearly demonstrated that calibration of glyHb measurements decreased intermethod and interlaboratory variation. The effect of calibration on the intralaboratory precision for different assay methods is less well documented, and the results of such studies have not always been concordant. Affinity methods appear to benefit most from calibration. Bodor et al. (12) obtained CVs of 3.27.9% and 1.55.0% for the GlycoTest 228 (Pierce Chemical Co.) before and after introduction of calibration, respectively. Little et al. (3) demonstrated a substantial improvement by calibration for the long-term precision of the same affinity test: CV = 10.1% vs 4.3% for the uncalibrated vs the calibrated assays. The precision of the Diatrac 228 electrophoresis method (Beckman Instruments) was not affected over a 5-month study period: CVs were ~5% for both uncalibrated and calibrated assays. Weykamp et al. (19) evaluated the effect of calibration on the dispersion of glyHb measurements in 111 laboratories that used 21 methods. The most striking decrease in intralaboratory variation was observed for the modified Pierce affinity method with mean intralaboratory CVs of 8% vs 2% for uncalibrated vs calibrated assays. Other methods that showed a statistically significant, though less pronounced, decrease in mean intralaboratory CV were the Diatrac 228 electrophoretic method (from 11% to 6%), and the group of the Pharmacia Mono S HR 5/5 column users (from 6% to 3%).
Ion-exchange HPLC assays of glyHb have shown excellent long-term assay precision. Between-run CVs from 0.7% to 2.5% have been reported for systems equipped with the Pharmacia Mono S HR 5/5 column (15)(16)(17). In our laboratory, interassay CVs for noncalibrated glyHb values have consistently been <3% since we started using the Mono S column in 1991. Such a high precision is essential for meaningful diabetes monitoring, especially in tightly controlled patients (9)(10)(11)(18).
The use of calibrators for glyHb measurements (as a percentage of total Hb) introduces additional variables to the assay procedure. It will decrease interassay precision only in procedures that are subject to considerable between-run variation, as is the case for affinity chromatographic methods that show significant matrix lot-to-lot variability (12). The use of calibrators will inevitably increase the interassay variation of procedures with low between-run variance. In our study, the between-run CV increased from 1.7% to 4.4% for a mean measured glyHb value of 6.5%, and from 0.9% to 3.2% for a mean measured value of 14.0%, i.e., to a value exceeding that required for meaningful monitoring. Although lower CVs for the calibrated glyHb values might perhaps have been obtained if triplicate or duplicate measurements of the daily calibrators had been made, the replicate calibrator measurements would have increased the total analysis time and thus were not considered in the present study. We also note that a single batch of calibrators was used in this study; long-term precision is likely to deteriorate even further when different batches of calibrators are used. The procedure of including calibrators in every analytical run is therefore not recommended for high-precision ion-exchange glyHb assays such as the one used in this study.
However, harmonization is essential when results from different
laboratories are to be compared, even if these laboratories use similar
ion-exchange HPLC methods. Indeed, the glyHb results obtained with
ion-exchange HPLC methods may be influenced by many assay variables,
e.g., mobile-phase composition, flow rate, gradient profile, protein
load, column length, temperature, detection wavelength, and last but
not least, baseline allocation procedure. Harmonization of such methods
can be achieved by the use of conversion factors. The increase of assay
imprecision (as estimated by the CV) associated with the use of
conversion factors depends on the glyHb percentages present and the
intercept effect observed in the correlation between measured and
assigned calibrator values (ß in Eq. 4
), and is readily predictable
(Eq. 5
). With the described HPLC procedure (ß = 2.5%), the CVs for
the converted values were less than the critical 3% value for control
samples with normal and above-normal glyHb contents (Table 2
). The
increase of imprecision will be more (less) important for procedures
with a larger (smaller) intercept effect, as illustrated in Fig. 2
. The
data in Fig. 2
allow each laboratory that is considering the use of
conversion factors to evaluate whether the increase in imprecision is
acceptable or not. This ultimately depends on the intrinsic assay
imprecision, i.e., the CV of the measured values.
In conclusion, because thoughtless use of a daily calibration
procedure may be associated with a significant and unacceptable
increase in imprecision, we recommend the use of carefully determined
conversion factors for the standardization of glyHb measurements by
methods with excellent long-term reproducibility (i.e., interassay CVs
2%) and a small to moderate intercept effect (ß
2.5% glyHb).
The effect on interassay precision for such procedures can be readily
predicted from Fig. 2
. Conversion factors should ideally be determined
by using fresh blood samples for comparisons. Alternatively, the
conversion factors may be obtained from replicate measurements (n
20)
of lyophilized materials (n
3), provided this material is guaranteed
to be free from matrix-effects in the given assay procedure.
| Footnotes |
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1 Nonstandard abbreviations: DCCT, Diabetes Control and
Complications Trial; glyHb, glycohemoglobin; IDDM, insulin-dependent
diabetes mellitus; SKZL, Stichting Kwaliteitsbewaking klinisch
chemische Ziekenhuis Laboratoria. ![]()
| References |
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