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Clinical and Diagnostic Laboratory Immunology, January 2001, p. 150-160, Vol. 8, No. 1
Division of Biological Sciences, Tucker Hall,
University of Missouri, Columbia, Missouri 65211
Received 15 March 2000/Returned for modification 7 July
2000/Accepted 11 September 2000
Serum antibodies from patients with Lyme disease (LD) were used to
affinity select peptide epitopes from 12 large random peptide libraries in phage display format. The selected peptides were surveyed
for reactivity with a panel of positive sera (from LD patients) and
negative sera (from subjects without LD), thus identifying 17 peptides
with a diagnostically useful binding pattern: reactivity with at least
three positive sera and no reactivity with any of the negative
sera. The peptides define eight sequence motifs, none of which can be
matched convincingly with segments of proteins from Borrelia
burgdorferi, the LD pathogen; evidently, then, they are
"mimotopes," mimicking natural pathogen epitopes without
matching contiguous amino acids of pathogen proteins. Peptides like
these could be the basis of a new diagnostic enzyme-linked
immunosorbent assay for LD, with sufficient specificity and sensitivity
to replace expensive immunoblotting tests that are currently required
for definitive serological diagnosis. Moreover, the method used to discover these peptides did not require any knowledge of the pathogen and involved generic procedures that are applicable to almost any
infectious disease, including emerging diseases for which no pathogen
has yet been identified.
Serological diagnosis of infectious
diseases relies on detection of pathogen-specific antibodies in the
sera (or other fluids) of infected subjects. It uses generic
processes The strengths and weaknesses of serological diagnosis as currently
practiced are well illustrated in the case of Lyme disease (LD). Ticks
infected with the spirochete Borrelia burgdorferi cause
about 15,000 cases of LD in the United States each year, making it the
most common insect-borne malady in the country 53. About
70% of infected people experience an expanding "bull's-eye" rash
(erythema migrans) at the site of the tick bite 68. Within days to weeks, the spirochete may disseminate. Common manifestations of
early disseminated infection include migratory joint pain, acute
neurological involvement including meningitis, or cardiac abnormalities, particularly atrioventricular (AV) nodal block. Months
to years later, untreated patients often develop intermittent or
chronic arthritis, primarily affecting one or both knees. Early diagnosis and treatment can prevent subsequent more severe consequences of the infection.
Unfortunately, current serodiagnostic enzyme-linked immunosorbent
assays (ELISAs) are not highly sensitive and selective, hindering
detection 1, 3, 5, 8, 12, 14, 29, 32, 38, 41, 50, 67, 70,
74. Definitive serological diagnosis depends on a complex,
expensive immunoblot analysis 14, 16, 31, 35, 38, 40, 41, 51, 56,
58, 72, 74.
Most current ELISAs use crude extracts of B. burgdorferi as
the antigen 30, 32, 42, 43, 61, 67. There are several drawbacks to such bacterial extracts. First, different strains of
bacteria have different characteristics, which can change with successive culture passages 30; thus, it is difficult to
control quality strictly. Second, as a complex mixture, a bacterial
extract invites background reactions that obscure the diagnostic
signal. The background reactions can be adventitious, or can represent cross-reaction with antibodies elicited by normal human flora such as
Escherichia coli. To some extent background signals can be
counteracted by preabsorption of the test sera with an E. coli extract 20, but this is only a partial remedy,
and is an arduous countermeasure to be avoided if possible. Third, in
any complex antigen, the most informative epitopes are diluted with
numerous less informative or noninformative epitopes (in addition
to the misinformative epitopes responsible for background
reactions), potentially limiting the informative signal-to-noise ratio.
With the advent of a vaccine based on recombinant outer surface protein A 62, 69, 75, 76, a fourth problem arises: distinguishing vaccine-induced from infection-induced antibodies.
Certainly one sensible response to these criticisms is to use
recombinant pathogen proteins as the antigens 6, 13, 21, 22, 24,
27, 28, 36, 37, 43, 44, 52, 57. Such proteins can be propagated
and expressed by standard recombinant DNA technology, and their
sequences can be monitored frequently to head off variability.
Nevertheless, this approach is limited to proteins whose antigenic
structures have been investigated. Moreover, the informative
epitopes in such proteins are still diluted with noninformative or
misinformative epitopes. Lastly, even recombinant antigens are
somewhat expensive to produce.
Use of individual peptide epitopes as diagnostic antigens answers
many of the criticisms that have been leveled against crude bacterial
extracts or whole recombinant proteins 39, 73, 81, 82. By focusing on single subspecificities, they hold out the possibility of avoiding dilution of the informative epitopes
with noninformative or misinformative epitopes. They are also
cheaply produced and of high quality, and allow for strictly
controllable, chemically simple formats for ELISA and other serological reactions.
Commonly used methods of identifying peptide epitopes are laborious
and limited to known antigenic proteins. For example, Yu and coworkers
82 synthesized dodecamers spanning the amino acid
sequences of four immunodominant B. burgdorferi surface
proteins and screened them with several LD patient sera,
thereby identifying a panel of eight peptide epitopes. A diagnostic
test based on these peptides had a sensitivity of 75% and a
specificity of 71% on a panel of 46 independent serum samples not used
for identifying the epitopes Epitope discovery is a new approach for identifying peptide diagnostics
10, 11, 23, 59. The source of the peptides in this
strategy is a panel of large random peptide libraries (RPLs) in phage
display format. Each peptide in such a library is displayed as a
"guest" fused to a surface protein of a filamentous phage carrier.
Because the viral DNA includes the peptide coding sequence, guest
peptides can be propagated and cloned at will simply by infecting fresh
bacterial cells with the carrier phage. Using simple microbiological
procedures, antibodies from a panel of human sera Epitope discovery has yielded very promising results in several systems
9, 10, 17-19, 23, 34, 45, 46, 48, 55, 63, 64, 71. In this
paper, we report the use of an improved implementation of the approach
to identify promising candidate diagnostics for LD.
Solutions and preparations.
A 10 mM stock solution of biotin
was made by dissolving at 10 mM in water and adjusting the pH to 6 to 9 with NaOH; it was then filter sterilized and stored at Antibodies and conjugates.
Affinity-purified, AP-conjugated
goat antibodies specific for human and mouse immunoglobulins were
purchased from Southern Biotechnology Associates Inc. (Birmingham,
Ala.); they were supplied at unspecified concentrations in 25 mM
Tris-HCl (pH 8.0)-0.05% NaN3-50% glycerol and were
stored at Bacteria, vectors, and libraries.
The bacterial host for all
filamentous phage in this work was E. coli strain
K91BlueKan. Its sex is Hfr Cavalli; it therefore deploys the F pilus,
the attachment site for filamentous phage infection. Its chromosomal
genotype is thi lacZ
1071-412X/01/$04.00+0 DOI: 10.1128/CDLI.8.1.150-160.2001
Copyright © 2001, American Society for Microbiology. All rights reserved.
Identifying Diagnostic Peptides for Lyme Disease
through Epitope Discovery

and
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ABSTRACT
Top
Abstract
Introduction
Materials and Methods
Results
Discussion
References
![]()
INTRODUCTION
Top
Abstract
Introduction
Materials and Methods
Results
Discussion
References
primarily detection of immunoglobulin bound to immobilized
antigen
that are readily applied to a very wide variety of diseases.
Furthermore, because of the tremendous amplification inherent in the
antibody response, it can be very sensitive, although it has the
intrinsic limitation of being unable to detect infection at extremely
early times before the emergence of an antibody response. The widely
publicized use of serological tests to screen people and donated blood
for signs of human immunodeficiency virus type 1 infection exemplifies
the usefulness of this method of diagnosis.
a performance roughly comparable to
those of commercial assays tested with the same panel of sera.
both positive sera
from patients with the disease and negative sera from other donors
are
used to affinity select peptide ligands from these libraries. The
selected peptides are then screened for the desired pattern of
reactivity: a positive reaction with at least some of the positive sera
and no reaction with any of the negative sera. This approach to
diagnostics is covered by U.S. and other patents 10, 11, 23,
59.
![]()
MATERIALS AND METHODS
Top
Abstract
Introduction
Materials and Methods
Results
Discussion
References
20°C.
Blocking solution consisted of 0.1 M NaHCO3, 5 mg of
dialyzed bovine serum albumin (BSA)/ml, 0.1 µg of streptavidin/ml,
and 200 µg of NaN3/ml; it was filter sterilized and
stored at 4°C and could be reused until microbial contamination was
evident. Dialyzed BSA (Sigma [St. Louis, Mo.] A6793; presumed to be
free of biotin) was dissolved at 50 mg/ml to make a stock solution,
which was then filter sterilized and stored at 4°C. Dulbecco's
phosphate-buffered saline (D-PBS) consisted of 2.67 mM KCl, 1.15 mM
KH2PO4, 138 mM NaCl, 8.06 mM Na2HPO4, 1 mM CaCl2, and 0.5 mM
MgCl2 (pH 7.2). A solution containing all components but
CaCl2 and MgCl2 was autoclaved, as were
separate 1 M stocks of those two salts; after cooling, the two salts
were added and the buffer was stored at room temperature. Elution
buffer (0.1 N HCl-1 mg of BSA/ml [pH 2.2]) was made by mixing water, a 50-mg/ml stock solution of BSA, and 0.4 N HCl (pH adjusted to 2.2 with glycine); the buffer was filter sterilized and stored at room
temperature. Isopropylthio-
-D-galactoside (IPTG) was dissolved to 1 M, to make a stock solution, which was then filter sterilized and stored at 4°C. NAP buffer consisted of 80 mM NaCl and
50 mM NH4H2PO4; the pH was adjusted
to 7.0 with NH4OH, and the buffer was autoclaved and stored
in the refrigerator or at room temperature. NPP substrate was made just
before use by adding 10 µl of 1 M MgCl2 and 100 µl of
50-mg/ml p-nitrophenylphosphate (stored in aliquots at
20°C) to 10 ml of 1 M diethanolamine (pH adjusted to 9.8 with HCl). For NZY medium,
10 g of NZ amine A, 5 g of yeast extract, and 5 g of
NaCl were dissolved in 1 liter of water, the pH was adjusted to 7.5 with NaOH, and the solution was autoclaved and stored at room
temperature. This medium was also made at a 2× concentration for NZY
plates. For the plates, 11 g of Bacto-agar in 500 ml of water was
autoclaved in a 2-liter polypropylene flask; without cooling, 500 ml of
2× NZY medium at room temperature was added, followed by supplements
such as tetracycline as required, the flask was swirled to mix its
contents, and about 25 ml was poured into each 100-mm petri dish. TBS
was 50 mM Tris-HCl (pH 7.5)-0.15 M NaCl, autoclaved and stored at room
temperature. TBS-Tween was 0.5% (vol/vol) Tween 20 in TBS, autoclaved
and stored at room temperature. A 20-mg/ml stock solution of
tetracycline was made up as a 1:1 (vol/vol) mixture of
filter-sterilized 40-mg/ml tetracycline and autoclaved glycerol (cooled
before mixing) and was stored at
20°C. Tetracycline plates were NZY
plates supplemented with 40 µg of tetracycline/ml. TTDBA was 1 mg of
dialyzed BSA/ml-200 µg of NaN3/ml in TBS-Tween.
20°C. AP-anti-hIg (catalogue number 2010-04) recognizes
human immunoglobulins in general; AP-anti-hIgG (2040-04) recognizes
human immunoglobulin G (IgG) of all subclasses; AP-anti-hIgM (2020-04)
recognizes human IgM; AP-anti-mIgG2b (1090-04) recognizes mouse
subclass IgG2b immunoglobulins. Anti-fd MAb is mouse IgG2b monoclonal
antibody B62-FE2 specific for filamentous phage M13, fd, and f1
47; it was purchased from Research Diagnostic Inc.
(Flanders, N.J.) (catalogue number RDI-PRO61097), dissolved at 50 µg/ml in 0.5× phosphate-buffered saline (pH 7.4)-2.5 mg of
BSA/ml-0.045% NaN3-50% glycerol, and stored at
20°C.
M15
lacY::mkh lacIq
80, where mkh is the "mini-Kan hopper"
transposon 77, which confers kanamycin resistance on the cell.
D at position 4 of mature pVIII.
Human sera.
Ten individual human serum samples (500 µl
each) from patients with confirmed diagnoses of LD (positive sera) and
ten samples (also 500 µl) from control donors with rheumatoid or
psoriatic arthritis (negative sera) were obtained from A. Steere (New
England Medical Center, Boston, Mass.). Pooled serum samples from
ostensibly healthy donors were purchased from Sigma Chemical Co.
(catalogue number S-7023). Sera were stored at
20°C in closed
containers to reduce the risk of dissemination of blood-borne
pathogens. Except as noted, all manipulations with human sera were
carried out in a biosafety hood; suitable measures were taken to
protect workers and to contain any possible contamination during
manipulations that had to be carried out outside the hood; all
materials removed from the hood were immediately decontaminated by
autoclaving or soaking in 10% household bleach.
S/D treatment.
All sera were subjected to a scaled-down
adaptation of the solvent-detergent (S/D) treatment commonly used to
kill enveloped viruses in serum that will serve as a source of human
blood proteins 33. A 200-µl portion of each serum sample
was mixed with 4 µl of a 1:1 (vol/vol) mixture of Triton X-100 and
tri-(n-butyl)-phosphate in a 1.5-ml screw-cap
microcentrifuge tube by continuous inversion at 30°C for 4 h
(tubes were enclosed in a larger vessel during rotation outside the
biosafety hood). To extract the solvent and detergent and clear
insoluble material, the samples were filtered through Micro-Spin
C18 filter devices (Alltech, Deerfield, Ill.; catalogue
number 31251; no longer available) that had been previously activated
with 700 µl of 100% ethanol and equilibrated with 700 µl of
ImmunoPure (G) binding buffer (referred to below as binding buffer;
Pierce Chemical Co., Rockford, Ill.). Samples that were to be processed
for isolation of IgG were diluted with 500 µl of the binding buffer
prior to filtration; other serum samples were filtered undiluted and
stored at
20°C.
Bio-IgG. Twenty 2-ml disposable chromatography columns were packed with 500-µl beds of UltraLink protein G chromatography beads (Pierce) in binding buffer (described above), and mounted in an autoclavable rack inside the biosafety hood. Each S/D-treated serum sample (700 µl, including the 500 µl of binding buffer) was loaded onto one of the columns and allowed to drain in, after which the column was washed eight times with 500 µl of binding buffer. The columns were then mounted over 10- by 75-mm polypropylene tubes containing 220 µl of neutralizing buffer (1 M NaH2PO4 [pH adjusted to 8.0 with NaOH]), and the IgG fraction was eluted into the tubes in three 733-µl portions of ImmunoPure elution buffer (Pierce). The neutralized eluates were drawn up into 3-ml syringes through 3/4-inch 22-gauge needles, injected into 3-ml Slide-A-Lyzer cassettes (molecular weight cutoff, 10 kDa; Pierce), and dialyzed in the cold against three changes of 0.1 M NaHCO3 (unadjusted pH 8.6) (dialysis was performed outside the hood in sealed polypropylene jars, and precautions were taken to avoid contamination of the outside of the vessels).
The 20 protein G columns were regenerated by passing through, in succession, three 2-ml portions of the ImmunoPure elution buffer, two 2-ml portions of 1% sodium dodecyl sulfate in TBS, three 2-ml portions of water, and one 2-ml portion of 0.02% NaN3 in water. The chromatography gel (assumed to have been adequately decontaminated by the regeneration process) was removed from the columns and stored at 4°C for further use. When dialysis of the IgG samples was complete, the cassettes were returned to the biosafety hood. A water-soluble biotinylating reagent (sulfo-NHS-LC-Biotin; Pierce catalogue number 21335) was dissolved at a concentration of 3.43 mM in 6 mM sodium acetate (pH adjusted to 6.0 with acetic acid). A 150-µl portion was immediately injected into each dialysis cassette with a 1-ml syringe through a 3/4-inch 22-gauge needle and was mixed with the IgG sample by repeated inversion of the cassette. The final volume inside the cassettes was nominally 2.57 ml, and the final concentrations of the reactants were nominally 200 µM biotinylating reagent and 5 to 7 µM IgG in 0.1 M NaHCO3. The cassettes were sealed in small plastic bags and incubated for 2 h at room temperature. To quench and remove the remaining biotinylating reagent, the cassettes were dialyzed in the cold against three changes of TBS. The biotinylated IgG (Bio-IgG) was concentrated by placing the cassettes in small plastic bags with Slide-A-Lyzer concentrating solution (Pierce) for 2 h at room temperature, during which time the volume inside the cassettes dropped to less than 500 µl. The concentrating solution was washed away from the outside of the cassettes, and the samples of Bio-IgG were withdrawn through 3/4-inch 23-gauge needles into 1-ml syringes and transferred into 1.5-ml screw-cap microcentrifuge tubes. TBS was added to bring the volume to 600 µl, followed by 600 µl of glycerol; after thorough mixing, the Bio-IgG samples were stored at
20°C.
Bio-IgG concentrations were estimated using a Coomassie protein assay
reagent (Pierce) in the wells of a 96-well microplate read on a plate
reader at 595 nm; bovine IgG at known concentrations served as
standards. The final concentrations of Bio-IgG turned out to be 300 to
1,000 µg/ml.
A scaled-up adaptation of the above procedure was used to prepare
Bio-IgG from 6 ml of pooled normal human serum (see "S/D treatment"
above) (yield, 53 mg); this preparation will be called normal human
Bio-IgG. The biotinylation level was estimated at 7 to 8 biotin groups
per IgG molecule (data not shown); presumably the biotinylation level
was roughly the same for the 20 small-scale Bio-IgGs from the
individual positive and negative sera.
Absorption with phage carrier.
A 120-µg sample of each
Bio-IgG was diluted to 1 ml in D-PBS in a 1.5-ml screw-cap
microcentrifuge tube. Then 50 µl of cross-linked wild-type fd phage
65 at a concentration of 5.2 × 1013
virions/ml in TBS was added, and the suspension was rotated overnight at 4°C. The cross-linked phage were removed by centrifugation at
13,000 × g for 5 min in a microcentrifuge and transfer of
the supernatant to a fresh 1.5-ml microcentrifuge tube. The absorption procedure was repeated three more times with additional 50-µl portions of cross-linked phage. The fd-absorbed Bio-IgGs were stored at
20°C.
Depleting RPLs of peptides that bind major non-disease-specific subspecificities by precipitation from the solution phase. Portions (375 µl) of the RPLs at 1014 virions/ml in TBS were mixed with 350 µl of 4.56-mg/ml normal human Bio-IgG in TBS in screw-cap 1.5-ml microcentrifuge tubes. After rotation overnight at 4°C, 80 µl of streptavidin at 10 mg/ml in water was added to each tube, creating an insoluble aggregate that contained all the streptavidin, all the Bio-IgG, and any phage whose displayed peptide happened to bind one of the subspecificities in the IgG (the amount of streptavidin required to coaggregate all the streptavidin and all the Bio-IgG had been determined in preliminary experiments). The aggregates were removed by centrifugation for 5 min at 13,000 × g in a microcentrifuge and transfer of the supernatants to fresh 1.5-ml tubes. Reconstitution experiments indicated that this procedure removed at least 90% of a phage clone with high affinity for a subspecificity constituting only about 0.003% of the total IgG population (data not shown).
Depleting RPLs of peptides that bind major non-disease-specific subspecificities: solid-phase step. The depleted RPLs were subjected to two rounds of scaled-up mock affinity selection, using normal human Bio-IgG instead of positive Bio-IgG as the selector molecules. Twelve 150-mm polystyrene petri dishes (Fisher Scientific, Pittsburgh, Pa.) (catalogue number 8-757-14) were coated overnight with 40 ml of 10-µg/ml streptavidin in 0.1 M NaHCO3 (unadjusted pH about 8.6), and another 12 were coated overnight with 40 ml of 10-µg/ml neutravidin (Pierce) in the same buffer. The dishes were emptied, blocked by filling them to brimming with blocking solution (see "Solutions and preparations" above) and incubating for 2 h at room temperature, and washed six times with TBS-Tween. Each dish was filled with 30 ml of 25-µg/ml normal human Bio-IgG in TTDBA and rocked overnight at 4°C in a humid plastic box. After six washes with TBS-Tween, the dishes were filled with 16 ml of TBS-Tween. The neutravidin-coated dishes were stored in a humid plastic box at 4°C. Meanwhile, biotin was added to the streptavidin-coated dishes to a final concentration of 10 µM, and the dishes were incubated for an additional 1 h at room temperature. Each of the depleted phage libraries (see above) (nominally 805 µl) was added to one of the streptavidin-coated dishes (without removing the solution already in the dish), and the dishes were rocked overnight at 4°C in a humid plastic box. Biotin was then added to the 12 neutravidin-coated dishes to a final concentration of 10 µM; the dishes were incubated for 1 h at room temperature, emptied, filled with the phage solution from the streptavidin-coated dishes, and rocked overnight at 4°C in a humid plastic box. The phage solutions collected from these dishes are called "depleted" libraries and served as the inputs for affinity selection; they were stored at 4°C. The physical particle concentrations, determined spectrophotometrically 15, ranged from 6.8 × 1011 to 3.2 × 1012 virions/ml.
Affinity selection.
This paragraph outlines the overall plan
of affinity selection; experimental details are given below. Each of
the 12 depleted RPLs was subjected to three successive rounds of
affinity selection, using Bio-IgGs from eight of the positive sera as
the immobilized receptor molecules; these eight sera and their
corresponding Bio-IgGs are called the "selector" sera and Bio-IgGs,
respectively. Selector Bio-IgGs were exhaustively absorbed to remove
antibodies (if any) against the phage carrier (see "Absorption with
phage carrier" above); even at a low level, anticarrier antibodies
can completely undermine affinity selection. In the first round, each
of the eight selector Bio-IgGs was used to affinity select phage from each of the 12 depleted libraries, giving 96 first-round sublibraries. In the second round, three or four selector Bio-IgGs were used separately to affinity select phage from each of the 96 first-round sublibraries, giving 336 second-round sublibraries. The Bio-IgGs for
the second round were chosen so that all 28 pairwise combinations of
the eight selector Bio-IgGs were used in one order or the other to
select phage from each of the 12 original depleted libraries (Fig.
1). For the third round of affinity
selection, the two selector Bio-IgGs used for each of the 336 second-round sublibraries were mixed in equal amounts and used to
affinity select peptides from that same sublibrary; this yielded 336 third-round sublibraries, which were analyzed for binding properties
and served as the source of candidate diagnostic peptides.
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6 to 2 × 10
5 percent
typical
background yields observed after a single round of affinity selection.
Meanwhile, the 96 culture tubes were shaken overnight at 37°C, and
phage were partially purified from culture supernatant by two
polyethylene glycol (PEG) precipitations 80, the final precipitates being dissolved in 1 ml of TBS to give a final physical particle concentration of about 1012 virions/ml. These
amplified first-round sublibraries provided the inputs to the second
round of affinity selection.
The second round was carried out in four 96-well ELISA dishes, using
essentially the same procedure as that used for the first round. A key
difference was that neutravidin was substituted for streptavidin to
capture Bio-IgG molecules in order to reduce the possibility of
selecting streptavidin-binding peptides. The wells were coated with
neutravidin (400 ng/well in 40 µl of 0.1 M NaCO3), filled
to brimming with blocking solution, incubated at least 2 h at room
temperature, and washed five times with TBS-Tween on an automatic plate
washer. Selector Bio-IgGs (250 ng in 25 µl of TTDBA) were added to
appropriate wells and allowed to react with the immobilized neutravidin
at least 2 h at 4°C on a rocker in a humid plastic box. Wells
were washed five times with TBS-Tween on an automatic plate washer,
filled with 20 µl of 0.1 mM biotin in TTDBA, and incubated at 4°C
for 1 h. Without removing the biotin solution already in the
wells, 20-µl portions of the amplified first-round sublibraries
(3 × 1010 to 7 × 1010 virions) were
added to the appropriate wells, and the dishes were incubated overnight
at 4°C in a plastic humid box. Unbound phage were removed by washing
with TBS-Tween in an automatic plate washer, and bound phage were
eluted as described for the first round, yielding 336 second-round
sublibraries. These sublibraries were amplified as described above for
the first-round sublibraries, except that the volumes of eluate and of
starved cells were both reduced to 50 µl, the culture volume was
reduced to 5 ml, and phage were partially purified from only 1 ml of
the culture supernatant so that they could be entirely processed in
1.5-ml microcentrifuge tubes. The final precipitates were dissolved in
100 µl of TBS and had nominal final physical particle concentrations
of about 5 × 1012 virions/ml; these were the
amplified second-round sublibraries. The yields for the second round of
affinity selection were measured at 5 × 10
4 to
1.7 × 10
3 percent.
The third round of affinity selection was like the second round with
two modifications. First, streptavidin was substituted for neutravidin.
Second, the two selector Bio-IgGs used in the first two rounds were
mixed at a concentration of 4 µg/ml each in 25 µl of TTDBA and
reacted with the streptavidin-coated wells. Yields fell mostly between
0.001 and 0.01%, though yields from the f88-Cys6 and f8-8mer libraries
were generally higher. As in the second round, the amplified sublibrary
phage were partially purified from 1 ml of culture supernatant; the
final precipitates were dissolved in 500 µl of TBS and archived in 96 deep-well plates (USA/Scientific Plastics, Ocala, Fla.; catalogue
number 7553-9600). Meanwhile, the remaining 4 ml of the culture
supernatants were screened by the phage capture ELISA described below
and also served as the source for the individual candidate diagnostic peptides.
Phage capture ELISA. Wells of 96-well ELISA dishes were coated overnight at 4°C with 500 ng of streptavidin in 50 µl of 0.1 M NaHCO3 (unadjusted pH 8.6); washed five times with TBS-Tween on an automatic plate washer; blocked by being filled to brimming with 5% dialyzed BSA and incubating for 1 h at room temperature; washed again; reacted with 100 ng of the test Bio-IgG in 50 µl of TTDBA for 2 h at room temperature; washed again; reacted with 50 µl of unprocessed culture supernatant containing phage at a physical particle concentration of about 3 × 1011 virions/ml for 2 h at room temperature; washed again; reacted 2 h at room temperature with 5 ng of anti-fd MAb freshly diluted in 50 µl of TTDBA; washed again; reacted for 2 h at room temperature with 50 µl of a fresh 1:2,000 dilution of AP-conjugated anti-mIgG2b in TTDBA; washed again; filled with 90 µl of NPP substrate; and read on a kinetic plate reader as described previously 80. The slope of yellow color development, measured in terms of change in optical density per 1,000 min (mOD/min), was taken as the ELISA signal (these units will be roughly but not exactly comparable from one plate reader to another). The ELISA signal gauges the number of phage captured from the culture supernatant by the immobilized Bio-IgG. Several other combinations of detection reagents were tried, but they gave much higher background-to-signal ratios than the procedure described above.
Antibody capture ELISA. Phage clones were propagated in 200-ml cultures, and virions were prepared at high purity as described previously 79. Wells of ELISA dishes were coated for at least 4 h at 4°C with 2 × 1010 virions in 50 µl of TBS; washed with TBS-Tween on a plate washer; reacted for at least 2 h at 4°C with 50 µl of individual serum samples (treated as described under "S/D treatment" above, but otherwise unprocessed) diluted 1:1,600 in TTDBA; washed; reacted for 1.5 h at room temperature with 50 µl of AP-conjugated goat antibodies to human immunoglobulins (AP-anti-hIg, AP-anti-hIgG, or AP-anti-hIgM) diluted 1:2,500 in TTDBA; washed again; and developed with NPP substrate as described under "Phage capture ELISA" above. For each serum, the ELISA signal with a control phage that does not bear a guest peptide (vector f8-5) was subtracted from the signals with peptide-bearing test phage to correct for the serum's background reactivity with the filamentous phage carrier; these background reactivities were all much lower than the positive signals reported in this article.
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RESULTS |
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RPLs.
The source of diagnostic peptides was 12 large RPLs,
each consisting of a mixture of filamentous phage displaying random
peptides on their surfaces. The salient features of the libraries,
including the general structure of the displayed peptides, are
summarized in Table 1. The libraries
differ in the format of the display and in the presence of
conformational constraints. In the f88-Cys0 to f88-Cys6 and f88-LX6
libraries, the constraint is a disulfide bond between a pair of
invariant cysteines in an otherwise random sequence; the spacing
between the cysteines ranges from 0 to 6 amino acids. The f8-8mer
library is also considered to be constrained. Here, the random peptide
is displayed on all 3,900 copies of the major coat protein, pVIII; the
random peptide is held close to the surface of the phage particle,
where interactions with that surface can impose a particular
conformation on it. In the other three libraries, the displayed peptide
has no purposely engineered constraints. All 12 libraries are
"all-purpose," in that they display random peptides (encoded by
degenerate synthetic oligonucleotides) that do not derive from any
particular pathogen and are therefore applicable to any infectious
disease.
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Positive and negative sera. Twenty individual human serum samples were obtained from A. Steere (New England Medical Center). Ten of these (serum identification numbers [ID] 1 to 10) were positive sera from LD patients, and the other 10 were negative sera from control donors with rheumatoid arthritis (ID 11 to 15) or psoriatic arthritis (ID 16 to 20). Of the 10 LD patients, six (ID 5 to 10) had erythema migrans followed within weeks by signs and symptoms of early disseminated infection. During this period, two of the six had migratory joint pain (ID 5 and 9), two had carditis with various degrees of AV nodal block (ID 8 and 10), and two had lymphocytic meningitis (ID 5 and 6). The other four LD patients (ID 1 to 4) had erythema migrans followed months to years later by intermittent attacks of joint swelling and pain in knee joints, a late manifestation of the disorder called Lyme arthritis. All 10 LD patients met the Centers for Disease Control and Prevention (CDC) criteria for diagnosis of LD 78: they had characteristic clinical manifestations of the disorder and a positive antibody response to B. burgdorferi by ELISA and immunoblotting, interpreted according to CDC and Association of State and Territorial Public Health Laboratory Directors criteria 7. Conversely, the 10 control donors had negative serological tests for B. burgdorferi. Pooled sera from normal donors served as a generic negative control serum, which will be called normal human sera. The sera were processed to reduce the risk of infection by blood-borne pathogens, and their IgG fractions were isolated and biotinylated (see Materials and Methods); each serum sample was thus represented by the Bio-IgG derived from it.
The antibodies in these sera are actually complex populations of thousands of subspecificities, each recognizing an epitope on a foreign antigen the subjects have been exposed to in their lifetimes. The population in positive sera will include some disease-related subspecificities that have been elicited by natural epitopes on the pathogen. But of course all sera, both positive and negative, will contain numerous background subspecificities against epitopes that have nothing to do with the disease. In order to be diagnostically useful, a peptide must be recognized by disease-related subspecificities in some of the positive sera, but not by background subspecificities in any of the negative sera.Affinity selection of candidate peptides from RPLs.
Bio-IgGs
from positive sera were used as "selectors" to affinity select
phage-displayed peptides that bind subspecificities within the IgG
population (see Materials and Methods). The positive Bio-IgGs were used
in pairs: one Bio-IgG served as the selector in the first round of
affinity selection, the other served as the selector in the second
round, and a mixture of both served as the selector in the third round.
This procedure should enrich for peptides that bind at least two
positive sera
arguably a minimal standard for a useful diagnostic
peptide. It is entirely possible that a single peptide epitope will
come to dominate the selected population after this stringent selection
series. In the hope of preserving a diversity of peptide epitopes,
therefore, peptides were selected from the 12 RPLs separately, using
all 28 pairwise combinations of eight positive Bio-IgGs as selectors
(see "Affinity selection" above) (Bio-IgGs from two Lyme arthritis
patients, ID 2 and 4, were not used for selection but were used for
subsequent screening). The result of these 336 (= 12 × 28)
parallel selection series is a collection of 336 "sublibraries,"
each comprising a selected subset of the phage-displayed peptides
present in one of the 12 initial libraries
possibly even a single peptide.
Screening whole-sublibrary populations and individual clones by
phage capture ELISA.
As the first stage in surveying the selected
peptides, each of the 336 sublibrary populations was tested en
masse
without being resolved into individual peptide-bearing phage
clones
for the ability to bind the two selector Bio-IgGs used to
select it; as a negative control, the sublibraries were also tested for
reactivity with normal human Bio-IgG from a pool of sera from healthy
donors. Sublibraries showing good reactivity with the two selector
Bio-IgGs and low reactivity with normal human Bio-IgG were considered
the most promising lodes to mine for diagnostic peptides.
|
not only the selector Bio-IgGs (those from sera 6 and 9), but
also at least two other Bio-IgGs (those from sera 3 and 5). This survey identified 22 individual peptides with good reactivity with the selector Bio-IgGs and little or no reactivity with normal human Bio-IgG. These promising peptides were studied further by sequence analysis and antibody capture ELISA, as described below.
|
Selected peptides fall into eight sequence motifs. The 22 promising peptides identified above, along with four other peptides identified in various pilot experiments, were sequenced by determining the peptide coding sequence in the phage DNA 80. The 26 clones turned out to represent 17 different amino acid sequences, which could be classified into eight motifs, labeled A to H in Table 2. None of them convincingly matches any of the hypothetical proteins of B. burgdorferi (The Institute for Genomic Research website [http://www.tigr.org/tdb/CMR/gbb/htmls/SplashPage.html]). This does not mean that they do not correspond to pathogen epitopes, however. Antibodies elicited by both proteinaceous and nonproteinaceous epitopes frequently select peptides from RPLs that bind the antibody tightly and specifically but do not align with the eliciting epitope at the amino acid sequence level; such peptides are called "mimotopes" 25, 26.
Table 2 shows the library of origin and the pair of positive Bio-IgGs used to select each peptide. The distribution of motifs among the 336 sublibraries vindicates the selection strategy outlined above. As anticipated, many individual sublibraries were dominated by a single motif; for instance, clones 6, 7, and 9 from sublibrary 179 (Fig. 3) all belong to motif A (Table 2, footnote a). This indicates stringent selection for a single "fittest" motif and accounts for the fact that the serum reaction pattern of a bulk sublibrary population is frequently a good guide to the reaction patterns of its individual member clones. Nevertheless, by and large, different initial libraries yielded different motifs (except motif F, which was obtained from both the f88-Cys2 and f88-Cys3 libraries), and different pairs of selector sera could select different motifs from the same initial library (motifs A and B from the f88-15mer library; motifs D and E from the f88-LX6 library). Thus, diversity was maintained even in the face of stringent selection. An alternative strategy for accomplishing much the same goal using DNA hybridization has been published 2.
|
Screening peptides with the entire panel of positive and negative sera by antibody capture ELISA. Of the 17 peptides shown in Table 2, 12 were chosen for further study (motifs D, E, and G were dropped because these peptides showed little or no reactivity with Bio-IgGs other than their respective selectors). The reactivities of all 10 positive and all 10 negative sera for each of these peptides were surveyed using antibody capture ELISA. In this assay, it is antigen, not antibody, that is immobilized to the surface of the plastic well; the test antibody is added to the antigen-coated well in the form of whole serum, and antibody molecules that are captured by the immobilized antigen and remain bound after extensive washing are detected with appropriate secondary reagents (see Materials and Methods). Antibody capture ELISA requires purification of the antigen but can accommodate unprocessed serum; it is therefore suitable for surveying large numbers of serum samples with a limited number of antigens. Antibody capture ELISA is the method predominantly used in actual serodiagnostic tests.
The ELISA signals in Fig. 4 were developed with an enzyme-linked second antibody specific for human IgG (AP-anti-hIgG). It is evident from Fig. 4 that the peptides with a given motif have very similar patterns of reactivity, while peptides with different motifs have very different patterns. Thus, motifs reflect real functional groupings, not just an arbitrary labeling.
|
| |
DISCUSSION |
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The reaction patterns of the peptides discovered in this project augur well for their value as diagnostic antigens. An ELISA using four of the peptides in separate wells distinguishes all positive sera from all negative sera in the panel, and would be far cheaper and simpler than Western blot analysis. It is likely that a one-well assay using a mixture of peptides would succeed as well, though inevitably some diagnostic power would be lost in thus reducing the number of dimensions of signal information. There is no need for extensive processing of the samples, since unprocessed sera yield excellent results in antibody capture ELISAs (Fig. 4). Background reactivity with negative sera is very low, and it is entirely possible that background can be reduced further by synthesizing the peptides chemically and coupling them covalently to the reactive surface in the absence of carrier or other chemically complex components. The peptides are presumably adaptable to formats other than ELISA.
A true assessment of the peptides' value requires that they be surveyed with a large new panel of positive and negative sera that were not used to identify them in the first place. Such a survey will undoubtedly turn up false negatives (positive sera that fail to react with any of the peptides) and false positives (negative sera that react with one of the peptides). These sera can serve as the basis of a "remedial" discovery program that is specifically focused on deficiencies in the original set of peptides. Thus, antibodies from the false-negative sera are used as selectors to affinity select new peptides, which are screened for reactivity to both false-positive and false-negative sera (along with other positive and negative sera). This process should rapidly converge on a set of peptides with particularly high diagnostic value, enhancing the prospect of a definitive ELISA that could replace current Western blot analysis.
Early diagnosis of LD is an important goal, since antibiotic therapy soon after infection can prevent serious and sometimes irreversible sequelae. The earliest humoral response to a new foreign antigen generally manifests itself in the form of IgM antibodies, and an effective serodiagnostic test will undoubtedly encompass this isotype by use of appropriate second antibodies or other secondary reagents. The selector molecules used in the discovery program described here were not IgM antibodies from patients in the early stage of LD, however, but IgG antibodies from patients in whom LD was already well established. The reason for this choice of selectors was the assumption that many or most IgM responses to an epitope develop eventually into IgG responses to the same epitope. Indeed, the response of the donor of serum 9 to the motif A epitope may have been in transition from IgM to IgG, since antibodies of both isotypes bound the motif A peptides. IgG antibodies, which are generally of higher affinity and higher prevalence in the serum, may thus be more effective selectors for epitopes recognized by early IgM antibodies than the IgM antibodies themselves. Nevertheless, Western blots of pathogen extracts show an evolving pattern of reactivity as disease progresses, suggesting that there may be specific epitopes that are recognized by IgM antibodies soon after infection but not by IgG antibodies afterwards. This possibility would be corroborated if sera manifesting a definite early IgM response as evidenced by Western blot analysis generally fail to show IgM reactivity with the IgG-selected peptides. In that case, a remedial selection program that uses early IgM antibodies as the selectors might identify peptides that are particularly effective for early diagnosis of the disease. There is a limit to the improvement of early diagnosis, of course, since no serodiagnostic test, whatever molecules serve as antigens, can hope to detect an antibody response that has yet to emerge.
Although LD is caused by a well-known pathogen whose antigenic
structure has been studied at length, nowhere was this advance knowledge used in the discovery process reported here. Nevertheless, that process succeeded in identifying diagnostic peptides, using all-purpose RPLs and a simple generic selection protocol that is
applicable without change to almost any infectious disease. The only
disease-specific resource exploited was a panel of positive and
negative sera, a resource that is readily available for most infectious
diseases
even emerging diseases for which the pathogen has yet to be
identified. Indeed, peptides obtained through epitope discovery,
being putative mimics of authentic pathogen epitopes, might provide
a valuable new gateway to research into the pathogen. In particular,
they can be used to affinity purify monospecific antipathogen
antibodies from patient sera, and these antibodies can in turn be used
as probes to help identify the pathogen or otherwise illuminate the
disease process. We therefore regard the work reported here not only as
an advance in LD diagnosis in particular, but also as proof of the
principle of a new approach to diagnosis of great power and generality.
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ACKNOWLEDGMENTS |
|---|
This work was supported by Public Health Service grant R42 A141776 from the U.S. National Institutes of Health and by a special grant from Kosan Biosciences, Inc.
We are grateful to Robert Davis and Natalia Petrenko for excellent technical assistance, to Allen Steere (New England Medical Center) for serum samples and relevant medical histories of the donors, and to Daniel Santi (Kosan Biosciences, Inc.) for advice.
| |
FOOTNOTES |
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* Corresponding author. Mailing address: Tucker Hall, University of Missouri, Columbia, MO 65211-7400. Phone: (573) 882-3344. Fax: (573) 882-0123. E-mail: smithgp{at}missouri.edu.
Present address: Institute of Molecular Biology, University of
Oregon, OR 97403-1229.
Present address: Department of Pathobiology, Auburn University,
Auburn, AL 36849-5519.
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