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Endocrinology and Metabolism |
1
Department of Urology & Biochemistry, Kumamoto University School of Medicine, Honjo, 2-2-1, Kumamoto 860, Japan.
2
The Research Institute, Nacalai Tesque, Kyoto,
Japan.
3
Department of Clinical Pathology, Showa University
School of Medicine, Tokyo, Japan.
4
Laboratory of Clinical Chemistry, National
Cardiovascular Center Hospital, Suita, Japan.
| Abstract |
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| Introduction |
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In these previous reports (7)(8)(9)(10)(11)(12)(13), glycated albumin values were determined by high-performance boronate affinity chromatography (HP-BAC)1 or conventional boronate affinity chromatography (BAC). Fujita et al. (14) recently compared the HP-BAC method with a modified BAC method to determine the amount of glycated albumin in samples. In the modified method, they subtracted the column blank value from the measured glycated albumin value to obtain the true glycated albumin value. They showed that the concentration measured by the first method was always higher than by the latter. Their experiments clearly showed that such error in estimation occurred because the peak of the adsorbed fraction of glycated albumin was not well separated from that of the nonadsorbed fraction in the HP-BAC method. To confirm this mechanism, they demonstrated that prolonging the period required for separation resulted in the two methods measuring similar concentrations of glycated albumin.
Miyake and Tanaka (15) have recently described a new
enzyme-linked boronate immunoassay (ELBIA) affinity method for
quantifying glycated albumin (Fig. 1
). In this method, boronic acids interact with cis-diols of
glycated human serum albumin (HSA) trapped by anti-HSA. In the present
study, we compared the accuracy and sensitivity of the ELBIA with that
of the modified BAC method for measuring the amount of glycated albumin
in human serum samples from apparently healthy subjects and from
diabetic patients.
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| Materials and Methods |
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procedures
Preparation of nonglycated albumin solution.
One gram of
HSA (Fraction V; Sigma) dissolved in 300 mL of 0.5 mol/L glycineNaOH
containing 20 g/L MgCl2 (pH 8.5) was incubated with
stirring for 2 h at room temperature with 500 mL of phenylboronic
acid resin (PBA-60; Amicon) equilibrated with the same buffer. The
solution was passed through a glass filter. The filtrate was incubated
again for 2 h at room temperature with another portion of the same
resin, and was again filtered through a glass filter. The final
solution obtained was concentrated to 30 g/L by an ultrafiltration
system. The nonglycated albumin solution was assayed with the
fructosamine assay kit from Boehringer Mannheim. Furosine, formed by
acid hydrolysis of fructoselysine, was determined by amino acid
analysis (16).
Preparation of glycated calibrator.
A portion of the
nonglycated albumin solution was further concentrated to 80 g/L by
ultrafiltration. We added 830 mg of D-glucose to 2.5 mL of
the nonglycated albumin solution and incubated with stirring at
56 °C for up to 80 min. At specific intervals, portions were
withdrawn, cooled on ice, and dialyzed against saline. The prepared
solution (protein concentration of 30 g/L) was used as the glycated
albumin calibrator in the present study.
Purification of albumin fraction from human serum.
After
packing 4 mL of Blue Sepharose resin (CL-6B; Pharmacia) into a column
and equilibrating this with 40 mL of 0.05 mol/L Tris-HCl buffer (pH
7.0) containing 0.1 mol/L KCl (buffer A), we loaded 500 µL of human
serum onto the column and washed the column with 100 mL of buffer A.
The adsorbed albumin fraction was then eluted with 10 mL of 0.05 mol/L
Tris-HCl buffer (pH 7.0) containing 1.5 mol/L KCl. The eluate was
dialyzed against saline, concentrated to 30 g/L, and used as a purified
albumin fraction. The purity of the albumin fraction was >95%, as
evaluated by sodium dodecyl sulfatepolyacrylamide gel
electrophoresis.
Determination of glycated albumin by the modified BAC
method.
Glycated albumin was determined by affinity chromatography
as described previously (15). Briefly, 3 mL of
phenylboronic acid resin (PBA-60) was equilibrated with 0.5 mol/L
glycineNaOH (pH 8.5) containing 20 g/L MgCl2 and 2 mol/L
urea (buffer B) and was packed into the column. Nonglycated or glycated
albumin calibrator solution (50 µL) or albumin purified from human
serum as described above was loaded onto the column, followed by 200
µL of buffer B. After 10 min, the column was washed with 50 mL of
buffer B to elute the passed through nonglycated albumin fraction. The
adsorbed glycated albumin fraction was eluted with 25 mL of 0.5 mol/L
glycine-HCl (pH 8.5) containing 20 g/L MgCl2 and 0.1 mol/L
sorbitol. Because the fluorescence intensity measured correlates with
the amount of tryptophan, a constitutive amino acid of albumin, we
determined the concentration of albumin in each fraction with a
fluorescence spectrophotometer (F3010; Hitachi) at excitation/emission
wavelengths of 285/340 nm. We also determined the nonspecific binding
of albumin to boronic acid resin, the "column blank", representing
the binding of nonglycated albumin to the resin. Finally, the
concentration of glycated albumin was obtained by subtracting the
column blank from the glycated albumin concentration measured by
fluorescence spectrophotometry.
Determination of glycated albumin by ELBIA.
The amount
of glycated albumin was determined with manual ELBIA (14)
with a glycated albumin assay kit (Labofit Glycoalbumin; Nacalai
Tesque, Kyoto) by a skilled technician. As shown in Fig. 1
, this method
depends on the interaction of boronic acids and cis-diols of glycated
HSA trapped by anti-HSA antibody coated onto a microtiter plate well.
Assays were performed at room temperature with incubation on a shaker.
To each well of a 96-well microtiter plate coated with anti-HSA
antibody we added 50 µL of 10 mmol/L phosphate buffer (pH 7.4)
containing 0.5 mL/L Tween 20 and then 20 µL of the test sample. After
incubation for 20 min, the wells were washed three times with 300 µL
of 5 mmol/L sodium carbonate buffer containing 20 g/L MgCl2
(washing buffer) and incubated for 20 min with the
boronatehorseradish peroxidase conjugate in 50 µL of 100 mmol/L
glycineNaOH (pH 9.0) containing 20 g/L MgCl2, 3 g/L
bovine hemoglobin, and 0.5 mL/L Tween 20. The wells were then washed
five times with washing buffer and reacted for 20 min in the dark with
1 g/L o-phenylenediamine in 50 µL of 0.1 mol/L citrate
buffer (pH 5.8) containing 4.4 mmol/L H2O2. The
reaction was terminated by adding 50 µL of 2 mol/L sulfuric acid. The
absorbance at 492 nm was measured with a microplate reader (MTP-120;
Corona Electronic). The nonglycated albumin calibrator (NGA) and the
glycated albumin calibrator, in which 40% of the albumin was glycated
(GA40%), were used as to quantify the proportion of glycated albumin
in each sample. The absorbance of NGA represented the blank value
observed in the ELBIA procedure, i.e., nonspecific binding of
nonglycated calibrator to boronate. The A492 nm
of NGA was ~0.4. The percentage of glycated albumin in a sample
(%GA) was calculated according to the formula:
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In a fully automated ELBIA system (AP-960 GA version; Kyowa Medex), all steps from the sampling to the calculation of glycated albumin values were executed automatically.
Determination of glycated albumin by the HP-BAC method.
The amount of glycated albumin was determined by a fully automated
HP-BAC system (GAA-2000; Kyoto Daiichi Kagaku). The system consists
of an anion-exchange column for isolation of albumin and a BAC for
separation of glycated from nonglycated albumin. The eluate was
monitored by fluorescence intensity (excitation wavelength 285 nm;
emission wavelength 340 nm) to evaluate the yield of albumin.
Determination of stable Hb A1c by automated
analysis.
Stable Hb A1c of the anticoagulated whole
blood was determined by an automated analyzer (HLC-723GHbIII-S; Tosoh)
for stable glycohemoglobin. The system is based on a high-performance
ion-exchange liquid-chromatographic method.
statistical analysis
To determine the reference interval for glycated albumin, we
considered 6 forms of the variable (log x,
x1/3, x1/2,
x, x, and
x) and selected the most suitable distribution according to
the maximum likelihood method (17)(18). In
each transformation, the abnormal values (outliers) were excluded by
SmirnovGrubbs' test. Data were expressed as means ± SD.
| Results |
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To evaluate nonspecific binding of albumin molecules to boronic acid
resin, referred to here as the column blank, we applied nonglycated
albumin solution to the boronate column. The amount of fructosamine in
the nonglycated albumin solution (concentration: 30 g/L) was negligible
(10.9 µmol/L). The furosine content of the acid hydrolysate of the
nonglycated albumin was below the detection limit (<0.01 mol/mol of
protein) by amino acid analysis. As shown in Table 1
, 8.1% of the nonglycated albumin bound to lot A of
boronate column. Rechromatography of the nonadsorbed fraction on the
same column showed that 8.3% of the totally applied nonglycated
albumin was again adsorbed to the column. On the other hand, 18.9% of
the nonglycated albumin bound to lot B of boronate column. These
results indicate that the column blank differs from one batch of
boronate column to another. The percentage of the glycated albumin
adsorbed was 48.5 on lot A and 58.6 on lot B. After subtracting the
column blank value from the apparent value, the corrected glycated
albumin values were practically identical, 40.4% and 39.7%,
indicating that the column blank was the source of large errors in this
assay procedure. Thus, subtracting the column blank from the apparent
glycated albumin value provided accurate values for glycated albumin by
the modified BAC method.
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Correlation of glycated albumin results determined by ELBIA
and by the modified BAC method.
Fig. 2
demonstrates excellent correlation between ELBIA and the
modified BAC method in estimating the concentration of glycated
albumin. The correlation coefficients between ELBIA and the modified
BAC method in measuring glycated albumin (n = 22) and albumin
fractions purified from human sera (n = 6) were 0.995 and 0.991,
respectively. The regression line for measurements of both kinds of
samples together was y = 0.996x 0.846
(n = 28, r = 0.993). Thus, the values determined
by ELBIA reflect the true value for glycated albumin.
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Correlation between glycated albumin measured in untreated
serum samples and that in purified albumin fractions.
To examine
whether it is necessary to isolate the albumin fraction from serum
before assaying, we compared the amount of glycated albumin determined
by ELBIA in 8 samples of untreated serum with that in the purified
albumin fraction (Fig. 3
). The results for glycated albumin in the purified albumin
fraction correlated well (r = 0.976) with those in
untreated serum, the mean difference being 1.1% (range 0.32.6%).
Evidently, therefore, the presence of other serum proteins does not
affect the measurement of glycated albumin by ELBIA, and purification
of the albumin fraction from serum before the assay is not necessary.
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Precision studies of ELBIA.
In the fully automated ELBIA
system, the intraassay CVs (n = 92) were 3.7% and 3.5% for sera
with glycated albumin values of 11.5% and 21.4%, respectively. The
interassay CV (n = 5) was 4.2% for serum samples with glycated
albumin contents of 14.2% (Table 2
). In the manual ELBIA, the intraassay CVs were 6.0%,
6.3%, and 3.0% for sera with glycated values of 6.2%, 13.3%, and
24.9%, respectively. The respective interassay CVs were 7.0%, 2.7%,
and 2.6% (Table 3
).
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clinical studies
Figure 4
A shows the correlation between glycated albumin in serum
samples as determined by manual and automated ELBIA. The mean
interassay difference was 1.1% (range 0.02.7%). Thus, glycated
albumin values measured by manual or automated ELBIA were
indistinguishable from each other. We also examined the correlation
between glycated albumin measured by the HP-BAC method and those
determined by automated ELBIA (Fig. 4B
) and manual ELBIA (Fig. 4C
). For
the regression shown in Fig. 4B
, the mean difference between the two
methods was 15.2% (range 10.920.5%) For the methods compared in
Fig. 4C
, the mean difference was 11.2% (range 2.317.1%). In either
case, the glycated albumin values determined by the HP-BAC method were
much higher than those determined by ELBIA.
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To establish the reference interval for glycated albumin, we used ELBIA
to measure glycated albumin in 112 samples from healthy subjects. The
histogram of the glycated albumin values is shown in Fig. 5
. According to the maximum likelihood method,
x1/2-transformed data for glycated albumin were
most suitably approximated by normal (guassian) distribution.
Therefore, the type of distribution for glycated albumin in healthy
subjects is most likely log-normal. After deletion of abnormal
outliers according to SmirnovGrubbs' test, the reference
interval (mean ± SD) for glycated albumin was 5.26% ± 0.96%
(n = 110).
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Figure 6
shows the correlation between the values for glycated albumin
determined by automated ELBIA and the stable Hb A1c values.
The glycated albumin values ranged from 1.1% to 47.8%, whereas the
range for stable Hb A1c was 4.2% to 17.0%.
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| Discussion |
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Nonspecific binding of albumin molecule to boronate
anion.
As shown in Table 1
, nonglycated albumin was found to bind
to boronate-packed columns in a nonspecific manner, the nonspecific
binding being expressed as the column blank. The nonglycated albumin
solution used in the present study, prepared by extensive adsorption of
glycated albumin with repeated use of boronic acid resin, showed a
negligible amount of glycation, both by fructosamine assay and amino
acid analysis. The nonadsorbed fraction was completely separated from
the adsorbed fraction by boronate column chromatography.
Rechromatography of the nonadsorbed fraction showed that the size of
the column blank depended on the column used, probably according to the
amount of boronate conjugated to the resin (Table 1
). The column blank
may be derived, at least in part, from the ionic interaction between
the cationic portion of the albumin molecule and the boronate anions
present in the weak alkaline conditions used in the chromatographic
procedure (2)(3). Therefore, the nonspecific
binding of nonglycated albumin to boronic acid led to substantial
experimental errors, as reflected by the glycated albumin values (Table 1
). Thus, subtraction of the column blank from the measured glycated
albumin is necessary for accurate estimation of glycated albumin in the
sample.
In addition, nonspecific binding of nonglycated albumin to boronate may
also produce experimental errors in ELBIA. Accordingly, nonspecific
binding of boronate to nonglycated albumin is subtracted as a blank to
estimate the proportion of glycated albumin present. Our results showed
an excellent correlation between glycated albumin values measured by
ELBIA with those determined by the modified BAC method (Fig. 2
),
indicating that ELBIA provides accurate measurement of glycated
albumin. Furthermore, the correlation was linear up to a glycation
proportion of 60%, all values that are within the practical range.
Moreover, we also confirmed that serum samples could be used directly
in ELBIA, without extraction or purification, since the presence of
other serum proteins did not influence the measured value of glycated
albumin (Fig. 3
). Thus, our findings indicate that ELBIA provides an
accurate measurement of glycated albumin in clinical samples.
Reproducibility of glycated albumin measurements by automated
ELBIA.
Quick procedures, stable temperature, and operator skill
are necessary for precise measurements by ELBIA. To overcome these
limitations, a fully automated ELBIA system (AP-960 GA) has recently
been developed that provides strict control of a variety of conditions
such as time and temperature. All wells of the microtiter plate are
maintained at one temperature by an incubator equipped with a
thermoelectric cooling element. As shown in Fig. 4A
, there was a good
correlation between glycated albumin values measured by manual and
automated ELBIA. Furthermore, the precision in the automated
measurement was similar to that of the manual procedure (Tables 2, 3),
but did not require skilled labor. Thus, precise, rapid, and multiple
determinations of glycated albumin can be provided by the clinical
laboratory using this method.
Overestimation of glycated albumin by HP-BAC.
Fujita et
al. (14) have already pointed out that glycated albumin
values for healthy subjects determined by the HP-BAC method were higher
than those determined by other methods. The reference value for
glycated albumin measured by the HP-BAC method has been reported as
20.2% (10) or 16.1% (11). On the other
hand, the reference values determined by methods other than BAC were
fairly low: 7.0% by ion-exchange chromatography and 8.3% by the
thiobarbituric acid method (1). In the present study, the
mean glycated albumin in apparently healthy subjects (n = 110)
measured by ELBIA was 5.26% ± 0.96%, comparable with that obtained
by ion-exchange chromatography or thiobarbituric acid. Assaying
glycated albumin solution as a sample, Fujita et al. (14)
demonstrated that the peaks of adsorbed and nonadsorbed fractions were
not separated very well in the HP-BAC method and that prolonging the
period required for separation of the two peaks diminished the
estimated glycated albumin value. They concluded that insufficient
separationin the rapid chromatographic procedure of the HP-BAC
methodled to overestimation of glycated albumin values. Determination
of the glycated albumin values of diabetic patients as well as
nondiabetic subjects by ELBIA and by HP-BAC (Figs. 4B
, C) showed that
the values determined by the HP-BAC method were noticeably higher than
those determined by manual or automated ELBIAindicating that serum
concentrations of glycated albumin determined by the HP-BAC method are
also overestimated.
clinical application of glycated albumin measurements
Glycated albumin is now widely used for clinical evaluation of
hyperglycemia, in addition to stable Hb A1c. Glycated
albumin is expected to reflect short-term (a few weeks) control of
hyperglycemia in diabetes, whereas stable Hb A1c is
expected to reflect a much longer control period (a few months)
(7)(19). As shown in Fig. 6
, glycated albumin
values ranged from 1.1% to 47.8% compared with stable Hb
A1c values in the range of 4.217.0%. The 3-fold wider
dynamic range for glycated albumin than for stable Hb A1c,
as estimated by linear regression analysis (y =
2.904x - 9.783) for glycated albumin vs stable Hb
A1c, supports the contention that glycated albumin is more
sensitive to changes in glycemia. With ELBIA, monitoring of glycated
albumin is clinically feasible and should allow frequent evaluation of
diabetic control. Because the relative extents of glycation of
different plasma proteins are a complex function of integrated glucose
concentrations over time and of the half-life and chemical
characteristics of each protein (20), some amino residues
of albumin may be more susceptible to binding glucose than are the
amino residues of hemoglobin. Furthermore, environmental factors might
also affect the extents of glycation of these two proteins; albumin is
a plasma protein, whereas hemoglobin is an intracellular protein. Thus,
the discrepancy in extents of glycation between albumin and hemoglobin
appears to reflect differences in intrinsic susceptibility to glycation
as well as differences in environmental factors.
The "labile" fraction, Schiff base adduct, has been shown to increase the results of Hb A1c measurements by as much as 1020% when ion-exchange chromatography is used, but has a negligible effect in boronate affinity chromatography (5). In the present study, Schiff base adducts on glycated albumin were removed by extensive dialysis, although its exact amount could not be measured. At this point, the exact amount of Amadori product in the glycated solutions cannot be easily determined. Furthermore, the proportions of glycation, i.e., the numbers of glycated residues in each albumin molecule, all differ, making it very difficult to match the glycation value between in vivo and in vitro samples. To estimate the extent of glycation, we incubated nonglycated albumin solution with radiolabeled glucose (D-[U-C]glucose; Amersham) in the same manner as the glycated solutions, then subjected the radiolabeled glycated albumin to BAC analysis. The amount of glucose incorporated into the adsorbed fraction was 0.98-1.18 mol/mol of protein in each glycated fraction. Furosine concentrations in the glycated albumin solutions were <1 mol/mol of protein. Thus, one glycated residue per albumin molecule might be enough for reaction with boronate and allow determination of the percent of glycation for the solutions glycated by the modified BAC method.
To examine the effect of increasing BAC assay modification, further
glycated albumin solutions were prepared by incubating for longer
times. As the extent of glycation increased to exceed a practical range
(>80%), the percent glycation value of the albumin increased up to
saturated value of 100%, as determined by modified BAC method. In
contrast, the value determined by ELBIA or fructosamine kept increasing
without saturation, suggesting that each glycated residue was
effectively recognized by these two methods (data not shown). This was
also observed at the practical range in the present study. As shown in
Fig. 4C
, >90% of the datapoints with albumin glycation values >45%
clearly are situated on one side of the line. These data might
suggest that the ELBIA method was effectively measuring more than
two glycated residues.
As the Diabetes Control and Complications Trial Research Group concluded (21), intensive antidiabetes therapy effectively delays the onset and slows the progression of diabetic complications. To achieve a good control of the glycemic status, frequent monitoring of diabetes is essential. For this purpose, glycated albumin is more suitable as a sensitive indicator than stable Hb A1c. Glycated albumin may also be valuable for monitoring unstable glycemic conditions such as diabetes of pregnancy or the induction of antidiabetes therapy (8)(9)(13). Serial measurements of glycated albumin in patients experiencing considerable changes in glycemic control, e.g., newly diagnosed patients undergoing initial treatment and diabetic patients undergoing changes in treatment regimen, would be needed to test this notion.
Because >90% of the datapoints with glycation values >25% are situated on one side of the regression line, a curvilinear regression would probably be more appropriate for reporting results. This suggests that as glycation increases, ELBIA continues to proportionately determine its value, whereas the fraction of Hb A1c might be saturated, especially at a high glucose concentration (5). In ion-exchange separations, the variant of interest, namely Hb A1c, is known to represent a particular glucose modification that occurs at the N-terminal of the ß-chain. This species elutes faster than the main A0 fraction on cation-exchange columns, thereby providing the means for quantification. Given, however, the demonstration by Klenk et al. (5) that the adsorbed fraction of hemoglobin to boronate affinity columns contained a heterogeneous population of hemoglobin variants, the affinity method may more accurately represent the extent of glycation, especially in diabetic individuals.
In conclusion, we have demonstrated that glycated albumin values determined by ELBIA reflect the real values of glycated albumin and that ELBIA is useful for determination of glycated albumin. The assay is accurate, precise, and clinically useful and the fully automated system allows rapid and precise measurement.
| Acknowledgments |
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| Footnotes |
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1 Nonstandard abbreviations: ELBIA, enzyme-linked boronate-immunoassay; HSA, human serum albumin; BAC, boronate affinity chromatography; Hb A1c, glycohemoglobin; HP-BAC, high-performance boronate affinity chromatography; and OGTT, oral glucose tolerance test. ![]()
| References |
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-(Carboxymethyl)lysine protein adduct is a major immunological epitope in proteins modified with advanced glycation end products of the Maillard reaction. Biochemistry 1996;35:8075-8083.
[Medline]
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