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Clinical and Diagnostic Laboratory Immunology, September 2005, p. 1029-1035, Vol. 12, No. 9
1071-412X/05/$08.00+0 doi:10.1128/CDLI.12.9.1029-1035.2005
Copyright © 2005, American Society for Microbiology. All Rights Reserved.
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Patricia F. Holder,1,
Patricia Gomez de Leon,2
Willie Spear,1,
Thomas W. Hennessy,3 and
George M. Carlone1
Division of Bacterial and Mycotic Diseases, Centers for Disease Control and Prevention, Atlanta, Georgia,1 School of Medicine, Universidad Nacional Autónoma de México, Mexico City, Mexico,2 Arctic Investigations Program, Centers for Disease Control and Prevention, Anchorage, Alaska3
Received 24 March 2005/ Returned for modification 28 April 2005/ Accepted 17 June 2005
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Antibody affinity can be defined as the strength of the binding of a single antibody type (a homogeneous antibody, such as a monoclonal antibody) and a single antigenic target (hapten). In this single-epitope interaction, the affinity constant is the amount of complexed antigen-antibody at equilibrium (13). In human serum the antibody population is heterogeneous (polyclonal in nature), and determination of antibody affinity is not possible. However, adaptations of this affinity concept have been devised, and determinations of the stability of the antigen-antibody interactions in a mixed population of antibodies have been termed antibody avidity determinations (13). Chaotropic agents such as urea or thiocyanate have been preferred for the determination of the average estimate of antibody avidity.
In the laboratory, antibody avidity can be estimated by using a variety of methods. Therefore, antibody avidity estimates will differ according to the methodology used. Each methodology has its own limitations, and it has been difficult to compare the results of one study with those of another given the diversity of approaches to experimentation and analysis. In this investigation, we compare three experimental approaches that represent some of the methodologies used for the determination of anti-PRP antibody avidity (11, 20) and the knowledge gained from other avidity methods used for Streptococcus pneumoniae (2, 24). We present the limitations of each approach and the preferred method of analysis for the data obtained. Similar evaluation of antibody avidities elicited by other bacterial polysaccharide vaccines should benefit from the experimental approach given in this study.
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IgG antibody concentrations. Immunoglobulin G (IgG) antibody concentrations were determined by an enzyme-linked immunosorbent assay (ELISA) modification (9) of the method published by Madore et al. (15). Briefly, the standard curve was generated using the reference serum lot 1983 (provided by Carl Frasch, Center for Biological Evaluation and Review; Food and Drug Administration, Bethesda, MD) with a calculated 60.9 µg/ml of IgG antibody. The quality control serum used was PSAB-90 (Claudette Thompson, Dana Farber Cancer Institute, Boston, Mass.). The IgG antibody concentration for this quality control was 60.3 ± 9.45 µg/ml (mean ± standard deviation) (21). IgG determinations were performed either manually or with the assistance of liquid handlers, Packard Multiprobe II (4 tip) and II HT Ex (8 tip) (Perkin-Elmer, Shelton, CT). We estimated the minimum level of detection of the semiautomated ELISA to be 0.11 µg/ml. This limit of detection was similar to that previously reported for the manual assay, 0.12 µg/ml, when the test serum was prediluted 1:50 (20).
Avidity determination using elution with increasing concentrations of a chaotrope. Since we were interested in avidity determinations for both pre- and postvaccination sera, we followed a method described previously (20). Increasing concentrations (0, 0.005, 0.016, 0.050, 0.150, 0.440, 1.330, and 4.000 M) of sodium thiocyanate (NaSCN) were used as the chaotropic agent (4, 18). The various concentrations of NaSCN were made fresh daily by dilution (10 mM phosphate-buffered saline [PBS] buffer [pH 7.2 to 7.4] with 0.3% Tween 20) of an 8 M NaSCN stock (prepared fresh every week and stored at room temperature in a sealed container). The predetermined serum dilution was loaded into 18 wells and allowed to bind for 1 h at room temperature in a humidified chamber. Four of these wells were not treated with the chaotrope reagent and received only the PBS-Tween 20 buffer described above. The remaining 14 wells were treated with the seven chaotrope concentrations added in duplicate as an elution step following the removal of unbound serum antibodies in the ELISA plate. Solutions were allowed to incubate for 15 min to remove antibodies of low binding capacity to the Hib polysaccharide conjugated to human albumin (HbOHA) antigen (provided by Moon Nahm, www.vaccine.uab.edu). After removal by washing (five times) of the eluted antibodies, detection of bound antibodies with a horseradish peroxidase-conjugated anti-IgG mouse monoclonal antibody (HP 6043; Hybridoma Reagent Laboratories, Baltimore, MD) and tetramethyl benzene as the substrate (Kirkegaard & Perry Laboratories, Gaithersburg, MD) was carried out as previously described (9). A single lot of Immulon 2 microtiter plates (Dynatech Laboratories Inc., Chantilly, VA) was used for both ELISA and all avidity determinations. These avidity assays did not include a standard, because antibody concentrations were not required for data analysis. However, the quality control serum PSAB-90 was included in each assay plate at a serum dilution of 1:400. Avidities using elution with increasing concentrations of the chaotrope were expressed in terms of a weighted average (WA) as previously described (19).
Avidity using binding interference with a single dilution of the chaotrope. Prior to this study, there was no documentation of a single chaotropic agent concentration for use in Hib following this assay format, as has been described for pneumococcal avidity ELISAs by Antilla et al. (2). Consequently, we analyzed the data generated above to derive a single concentration of the chaotrope (0.15 M NaSCN). This concentration was used to interfere with the binding of serum antibodies that were serially diluted twofold in the microtiter plate. Samples were loaded in quadruplicate at an appropriate dilution ranging from 1:50 to 1:400 (median dilution, 1:100). One set of duplicates was treated with the chaotrope by dilution in PBS-Tween 20 buffer containing 0.15 M NaSCN. The other set of untreated serum duplicates was diluted in PBS-Tween 20 buffer. After incubation of the ELISA plates for 1 h at room temperature in a humidified chamber, the unbound antibodies were removed by washing (five times), and determination of bound antibodies was performed as described in the ELISA protocol. A reference serum, FDA 1983, and the quality control PSAB-90 serum were included in all assay plates at a starting dilution of 1:400. Relative avidities using binding interference with a single dilution of the chaotrope were expressed in terms of the percent reduction in IgG concentration in the presence of the chaotrope compared to the concentration in the absence of the chaotrope (PBS-Tween 20 buffer alone). In both the binding interference and the elution method with a single concentration of NaSCN, avidity was expressed in terms of the percent reduction in the IgG concentration compared to the concentration in the absence of the chaotrope. This methodology differs from the 50% reduction in signal described for mouse sera by van Dam et al. (24).
Avidity using elution with a single dilution of the chaotrope. This methodology followed the assay format already described for Streptococcus pneumoniae by Antilla et al. (2). We adapted this methodology for determination of Hib antibody avidity using the same reagents and loading pattern as for the binding interference assay, with the exception that the chaotropic concentration (0.15 M NaSCN) was added as a separate elution step after the initial binding of the serially diluted sera. Duplicate wells containing serum dilutions in the absence of the chaotrope were treated with PBS buffer during the elution step after removal of the unbound antibodies. No significant differences (P < 0.01) were found between serum concentrations in the absence of the chaotrope that had this additional PBS treatment and wash step and those that were calculated by the standard ELISA (r = 0.99). As in the binding interference assay, the FDA 1983 reference and PSAB-90 quality control sera were included in each plate. Relative avidities using elution with a single dilution of the chaotrope were expressed in terms of the percent reduction in IgG concentration compared to the concentration in the absence of the chaotrope (2, 11).
Data analysis.
ELISA antibody concentrations were calculated by using a 4-parameter logistic curve-fitting analysis as described by Plikyatis et al. (17) against the standard curve generated by the reference serum FDA 1983. Avidities using elution with increasing concentrations of the chaotrope (eight threefold dilutions ranging from 0 to 4 M NaSCN) and a single serum dilution were expressed in terms of a WA as previously described (19). The following formula was used for determination of WAs: WA = antilog[
(percent reduction in OD450 x log10 NASCN concentration)/
percent reduction in OD450], where OD450 is optical density at 450 nm. This WA is equivalent to the NaSCN concentration at which there is a reduction in the majority of the ELISA IgG absorbance of each serum sample. When the dilution factor used in this assay is factored in, avidity is expressed as an avidity index (AI), calculated by multiplying WA by the serum dilution factor (20). Avidities using binding interference or elution with a single dilution of the chaotrope and serial dilutions of the serum sample were expressed in terms of the percent reduction in IgG concentration in the presence of the chaotrope compared to the IgG concentration in the absence of the chaotrope (2, 11). In this study, and only for purposes of comparison, the percent reduction in concentration was transformed to WA using the formula y = a + bx, calculated as y = 0.79 + (0.00963 x percent reduction in concentration), where y is the calculated weighted average, a is the y intercept calculated as 0.79, b is the slope calculated as 0.00963, and x is the known variable, percent reduction in antibody concentration. When the weighted averages were >0.79 M NaSCN, the relationship between WA and the percent reduction at a single concentration was no longer linear, and a hillslope adjustment of the data was required to maintain linearity. For hillslope adjustment, the following formula was used: y = min + (max min)/[1 + (X/EC50)
hillslope], calculated as y = 0.0363 + (0.9666 0.0363)/[1 + (X/0.5358) exp(1.3511)], where min is the bottom of the curve, max is the top of the curve, X is the percent reduction in OD450, and EC50 is the median effective concentration of NaSCN. Comparisons among data sets were performed with Pearson's product moment correlation coefficient. Significant levels of correlation were set at a P value of <0.05. All data were analyzed with Excel (Microsoft Windows 2000) and Sigma Plot version 8.0 (SPSS, Plover, Wis.).
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FIG. 1. Cumulative percent reduction in OD450 caused by the addition of increasing concentrations of NaSCN to three groups of sera exhibiting high, medium, and low AIs after elution with multiple chaotrope concentrations. The mean percent reduction of three sera per category is plotted against the NaSCN concentration (Table 1 gives individual percent reductions). Arrow indicates 0.15 M NaSCN as the optimal concentration.
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40%. When the percent reduction in OD450 at 0.44 M NaSCN was used instead, the correlation (r) between the WA and the percent reduction in OD450 was 0.80 and
50% of the data shifted toward a greater (80 to 100%) reduction in OD450. Therefore, a concentration of 0.15 M NaSCN was used for the comparison of binding interference and elution avidity assays that used a single chaotrope concentration.
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FIG. 2. Correlation of the calculated percent reduction in OD450 at 0.15 M NaSCN with the WA as a measurement of avidity. Both the x and y data sets are derived from avidity determinations using an elution assay with increasing concentrations of the chaotrope. There is a high level of correlation (r = 0.91; P < 0.01) at 0.15 M NaSCN. Similar analyses using adjacent concentrations, 0.05 and 0.44 M NaSCN, demonstrated lower levels of correlation (r = 0.75 and 0.8, respectively). In addition, the data points were not evenly distributed along the line of linear regression (data not shown).
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TABLE 1. ELISA IgG concentrations and corresponding avidity measurements for a panel of 16 sera after elution or binding interference with 0.15 M NaSCN
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TABLE 2. Avidity measurements for a panel of 16 sera after elution with increasing concentrationsa of NaSCN
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FIG. 3. Correlation between the calculated percent reduction in OD450 (y axis) and the experimental percent reduction in the IgG concentration (x axis) of sera (n = 16) tested with 0.15 M NaSCN by two elution methods. The calculated percent reduction was derived from duplicate wells treated with 0.15 M NaSCN during the elution assay with increasing concentrations of the chaotrope (0 to 4 M NaSCN). In this type of elution assay, data were normally expressed as WAs. The experimental percent reduction in concentration was derived from the elution of serially diluted sera with a single NaSCN concentration (0.15 M).
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FIG. 4. Correlation between the percent reduction in IgG concentration (µg/ml) as calculated by the single-concentration elution assay (0.15 M NaSCN), and the WA of the NaSCN molar concentrations as a measurement of the serum avidity in a panel of 16 sera. (A) There is an inverse correlation (r = 0.835) between the data obtained by these two elution methods. (B) The relationship between the calculated percent reduction in OD450 at 0.15 M NaSCN and the overall WA of the NaSCN molar concentrations is not linear and follows a hillslope regression line. (C) A linear regression (r = 0.96; slope, 0.99) can be obtained by correction of the overall WA using the hillslope formula and the calculated WA (using a linear equation conversion of the percent reduction in OD450) based on elution with 0.15 M NaSCN. These transformations allow for the conversion of elution data obtained from either a single concentration or increasing concentrations of the chaotrope into the same measuring unit (WA of NaSCN molar concentrations). When a single concentration of the chaotrope is used, the sera are serially diluted. When increasing concentrations of the chaotrope are used, the sera are loaded at a single dilution.
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TABLE 3. Example of the effect of serum dilution on avidity determinations
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FIG. 5. Correlation between binding interference and elution with a single concentration of NaSCN for a panel of 16 sera (serially diluted). Of the four outliers, two were prevaccination and two were postvaccination sera. These outlier sera were nonparallel with the standard curve, and they had a CV of 20%.
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We have judiciously analyzed the data obtained from the elution of a single dilution of serum samples with increasing concentrations of NaSCN to define the appropriate concentration needed to distinguish the avidity profiles of mixed populations of anti-PRP antibodies present in human sera. This type of research became a necessity during our investigation of the antibody avidity of Alaska Natives participating in a Hib colonization study conducted by the Arctic Investigations Program, Centers for Disease Control and Prevention (CDC), Anchorage, AK. Our preliminary observations indicated that the elution of a single serum dilution with multiple thiocyanate concentrations was limited by the serum dilution itself. Although this was a known factor, we had previously corrected for this effect by taking the serum dilution into consideration as a variable and calculating avidity indices (WA times dilution factor) as previously published (20). However, some of the serum samples that we encountered during the Hib colonization study had very high IgG antibody concentrations (>50 µg/ml) that required serum dilutions of >1:1,000 in order to obtain an initial OD of 0.5 to 1.0 as defined by this methodology (as given in Table 2). These high dilutions were in many cases 2 or 3 times higher than the dilution of the standard used in the ELISA. High dilutions of the serum sample bring three major consequences. (i) Serum dilution can bias the population of antibodies that are allowed to bind to the antigen. (ii) Targeting a serum dilution to a given OD is experimentally inaccurate despite individual analysis of the binding curve and careful predilution of serum samples. (iii) As the avidity index accounts for serum dilution, an avidity index may be falsely elevated due to dilution factors that exceed the dilution factor of the standard reference serum. Another observation that prompted this research was the fact that avidity in serum samples with low OD450 values (
0.2) could not be accurately evaluated by this methodology.
Since human serum is polyclonal in nature, the major limitation of diluting a given serum sample to a predetermined OD is that a single cross section of the antibody population is analyzed. Under this methodology, there is no capacity to accurately calculate concentrations or the level of parallelism (17) that a given sample has in the presence or absence of chaotrope. We had been limited to this type of methodology in the past, due to the lack of information regarding a single concentration of chaotrope. The 0.15 M concentration defined here allows for the use of a binding interference method or an elution method using this single concentration and serially diluted sera.
Based on our experimental and analytical results, we favor the elution over the binding interference method for Hib PRP antigen. Elution with 0.15 M NaSCN allows for determination of antibody concentrations as well as information about parallelism, since multiple serum dilutions are used. Most serum samples were prediluted at 1:75, regardless of the antibody concentrations, and then serially diluted to obtain accurate avidity calculations (data not shown). Since Hib IgG antibody concentrations in the absence of chaotrope were not affected by the additional incubation step with PBS-Tween 20 buffer (r = 0.99), this methodology can be used to determine not only the antibody concentration but also the relative serum antibody avidity. We also define a conversion mechanism that enables comparison of data collected by either elution method (single or multiple chaotrope concentrations), therefore facilitating comparisons between previous and current studies. There is a need for simple and rapid avidity assays that are ELISA based for assessment of antibody avidity. In the past, comparative studies of Hib vaccine formulations and follow-up investigations of vaccine failures have benefited from avidity determinations (1, 4, 14, 22). In addition, there is new interest in the evaluation of memory induced after conjugate vaccination using antibody avidity as a potential marker (11). This study provides a simple methodology that should facilitate the evaluation of antibody avidity elicited by Hib conjugate vaccines.
We thank Henry Baggett and Lisa Bulkow of the Arctic Investigations Program for surveillance data and serum samples.
S.R.-S. and P.F.H. contributed equally to this study. ![]()
Present address: Emory University, Department of Pulmonary Medicine, Room 215, Whitehead Building, 615 Michael St., Atlanta, GA 30322. ![]()
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