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Title:
Method for assessing trait anxiety by determining cholinergic status
United States Patent: 7,494,783
Issued: February 24, 2009
Inventors: Soreq; Hermona
(Jerusalem, IL), Sklan; Ella (Rechovot, IL), Yirmiya; Raz (Jerusalem, IL),
Ailon; Keren (Givat-YeArim, IL), Shapira-Lichter; Irit (Jerusalem, IL)
Assignee: Yissum Research
Development Company of the Hebrew University of Jerusalem (Jerusalem, IL)
Appl. No.: 11/400,224
Filed: April 10, 2006
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Pharm/Biotech Jobs
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Abstract
The invention provides methods/kits for
assessing levels of trait or state anxiety in a subject by comparing
genotypes and/or expression patterns at the ACHE, PON1 and/or BChE genes
to the genotype and/or expression pattern of the genes in a reference
population whose genotype and/or expression pattern of the genes is known
or by correlating AChE levels activity to those of PON.
Description of the
Invention
SUMMARY OF THE INVENTION
The invention is based in part on the discovery that genomic polymorphisms
in the acetylcholinesterase (ACHE) and the paraoxonase (PON1) genes (also
known as the ACHE-PON1 locus) and corresponding changes in serum AChE and
PON activities can serve as objective predictors of anxiety in human
subjects.
Accordingly, in one aspect, the invention features a method of assessing
trait anxiety in a subject. The method includes providing from the subject a
test sample, which can be any biological fluid, cell sample, or tissue, as
long as it contains genomic DNA from the subject, and/or RNA transcribed
from the ACHE, PON1, or BCHE genes. The test sample is assayed to determine
whether it contains a polymorphism in an acetylcholinesterase (ACHE) gene, a
paraoxonase (PON1) gene, and/or a butyrylcholinesterase (BCHE), which is
associated with a known level of trait anxiety, e.g., whether it is
associated with a specific trait anxiety score. The presence of the
polymorphism in the sample indicates the subject has the corresponding level
of anxiety.
In some embodiments, the subject is a human. In other embodiments, the
subject is a non-human primate, dog, cat, cow, horse, pig, goat, sheep, or
rodent (including a rat or mouse), or other mammal.
In some embodiments, the polymorphism is compared to the polymorphism in a
reference sample derived from one or more individuals whose trait anxiety
level is known, to assess trait anxiety in the subject.
In some embodiments, the subject is a human (including a healthy human or a
diseased human). In some embodiments, polymorphisms are identified in humans
that are members of certain racial or ethnic groups, e.g., Caucasians,
Blacks, Asians, or Hispanics.
Suitable ACHE gene polymorphisms include, e.g., the 1682 C/T (P446) ACHE
polymorphism in a human ACHE gene.
Suitable PON1 gene polymorphisms include, e.g., a polymorphism in a PON1
gene promoter polymorphism. PON1 promoter polymorphisms can include, e.g.,
-162A/G PON1, -126 G/C PON1, or -108 C/T PON1 substitutions in a human PON1
gene.
Alternatively, the PON1 polymorphism can be in a PON1 coding sequence. PON1
coding sequence polymorphisms can include, e.g., a polymorphism that results
in a L55M or Q192R substitution in a human PON1 coding sequence.
In some embodiments, the BCHE polymorphism results in a D70G substitution in
a human BCHE coding sequence.
In some embodiments, the method includes identifying and comparing at least
two polymorphic pairs in the ACHE, PON1, and/or BCHE genes. Suitable
polymorphic pairs include, e.g., ACHE P446 and PON1108; ACHE P446 and
PON1192; PON1108 and PON1126; or PON1126 and PON1162.
In another aspect, the invention provides a method of assessing trait
anxiety in a subject. The method includes providing a test sample from the
subject and identifying acetylcholinesterase (AChE) activity in the test
sample. AChE activity in the test sample is compared to AChE activity in a
reference sample derived from one or more individuals whose trait anxiety
level is known. The individual or individuals in the reference sample are
similar to the subject in at least one or more of the traits gender, age,
race, ethnic group, and body mass index. In some embodiments, the subject
and individual or individuals are similar in two, three, four or five of
these traits. In some embodiments, AChE activity in the test sample is
compared to an average AChE activity in the individual or individuals in the
reference sample. A higher level of AChE activity in the test sample
compared to AChE activity in the reference sample indicates the subject has
less trait anxiety than the trait anxiety level of the one or more
individuals from which the reference sample was derived.
Any biological fluid, cell sample, or tissue can be used in the test sample,
as long as it contains, or is suspected of containing active AChE protein. A
preferred test sample includes serum.
In some embodiments, the subject is a human (including a healthy human or a
diseased human). In some embodiments, polymorphisms are identified in humans
that are members of certain racial or ethnic groups, e.g., Caucasians,
Blacks, Asians or Hispanics.
Also within the invention is a method of assessing trait anxiety in a
subject. The method includes providing a test sample from the subject and
identifying acetylcholinesterase (AChE) monomeric forms in the test sample.
The amount of AChE monomeric forms in the test sample is compared to the
amount of AChE monomeric forms in a reference sample derived from one or
more individuals whose trait anxiety level is known in order to assess trait
anxiety in the subject. A higher amount of AChE monomeric forms in the test
sample compared to AChE monomeric forms in the reference sample indicates
the subject has less trait anxiety than the trait anxiety level of the one
or more individuals from which the reference sample was derived.
In some embodiments, the AChE monomeric forms are detected using
non-denaturing gel electrophoresis.
Any biological fluid, cell sample, or tissue can be used in the test sample,
as long as it contains, or is suspected of containing AChE monomeric forms.
A preferred test sample is serum.
In some embodiments, the subject is a human (including a healthy human or a
diseased human). In some embodiments, polymorphisms are identified in humans
that are- members-of-certain racial or ethnic groups, e.g., Caucasians,
Blacks, Asians, or Hispanics.
The individual or individuals in the reference sample are similar to the
subject in at least one or more of the traits gender, age, race, ethnic
group, and body mass index. In some embodiments, the subject and individual
or individuals are similar in two, three, four or five of these traits.
Also featured by the invention is a method of determining susceptibility to
state anxiety in a subject. The method includes providing a test sample from
the subject and identifying PON activity in the subject. PON activity in the
test sample is compared to the amount of PON activity in a reference sample
derived from one or more individuals whose state anxiety level is known.
In some embodiments, lower PON activity in the test sample relative to the
reference sample indicates the subject is at increased susceptibility for
developing state anxiety than the one or more individuals in the reference
sample.
The individual or individuals in the reference sample are similar to the
subject in at least one trait selected from the traits gender, age, race,
ethnic group, and body mass index. In some embodiments, the subject and
individual or individuals are similar in two, three, four or five of these
traits.
In some embodiments, the method includes identifying AChE activity in the
subject and comparing the AChE activity to AChE activity in the one or more
individuals.
In some embodiments, the subject is a human (including a healthy human or a
diseased human). In some embodiments, polymorphisms are identified in humans
that are members of certain racial or ethnic groups, e.g., Caucasians,
Blacks, or Hispanics. Any biological fluid, cell sample, or tissue can be
used in the test sample, as long as it contains, or is suspected of
containing AChE monomeric forms. A preferred test sample is serum.
In a further aspect, the invention provides a method of determining
susceptibility to state anxiety in a subject by providing a test sample from
the subject and identifying AChE activity in the test sample. AChE activity
in the test sample is compared to the amount of AChE activity in a reference
sample derived from one or more individuals whose state anxiety level is
known. The individual or individuals in the reference sample are similar to
the subject in one or more of the traits gender, age, race, ethnic group, or
body mass index. In some embodiments, the subject and individual or
individuals are similar in two, three, four or five of these traits.
In some embodiments, a higher level of AChE in the test sample compared to
the reference sample indicates the subject has increased susceptibility to
state anxiety compared to the one or more individuals in the reference
sample.
In a further aspect, the invention provides a method of assessing state
anxiety in a subject. The method includes providing a plurality of test
samples, with the test samples taken from the subject at different times.
PON activity is identified in the plurality of test samples and the PON
activity of two or more test samples from the plurality of test samples is
compared.
In some embodiments, comparing PON activity includes comparing PON activity
of one or more test samples taken at one or more timepoints before
administering an anxiety treatment and one or more test samples taken at one
or more timepoints after administering an anxiety treatment. In other
embodiments, comparing PON activity includes comparing PON activity of one
or more test samples taken at one or more timepoints during an anxiety
attack and one or more test samples taken at one or more timepoints after an
anxiety attack.
In another aspect, the invention provides a method of assessing state
anxiety in a subject including providing a plurality of test samples from
the subject taken at different times from the subject. AChE activity in the
plurality of test samples is identified and AChE activity of two or more
test samples from the plurality of test samples is compared.
In some embodiments, comparing AChE activity includes comparing AChE
activity of one or more test samples taken at one or more timepoints before
administering an anxiety treatment and one or more test samples taken at one
or more timepoints after administering anxiety treatment. In other
embodiments, comparing AChE activity includes comparing AChE activity of one
or more test samples taken at one or more timepoints during an anxiety
attack and one or more test samples taken at one or more timepoints after an
anxiety attack.
The anxiety can be either a primary, non-situational anxiety, or a
secondary, situational anxiety. In some embodiments, the situational anxiety
can be depression-related anxiety or hypertension related anxiety.
In another aspect, the invention provides a method for monitoring treatment
outcome of an anti-anxiety therapy in a subject, comprising comparing
cholinergic enzyme activity of one or more test samples taken at one or more
timepoints before administering an anxiety treatment and one or more test
samples taken at one or more time points after administering anxiety
treatment.
In another embodiment, monitoring changes in cholinergic enzymes in
depression-related anxiety is used for monitoring treatment outcome of an
anti-depression therapy in a subject, comprising comparing cholinergic
enzyme activity of one or more test samples taken at one or more timepoints
before administering an anti-depression treatment and one or more test
samples taken at one or more timepoints after administering anti-depression
treatment.
Also provided are kits for monitoring treatment outcome of an anti-anxiety
therapy in a subject, comprising reagents for determining in a biological
sample of the subject activity levels of at least one of cholinesterase (ChE)
and/or paraoxonase (PON1). In some embodiments, the kits further comprise
means for comparing between the activity levels at different time points.
Also provided are kits for monitoring treatment outcome of an
anti-depression therapy in a subject, comprising reagents for determining in
a biological sample of the subject activity levels of at least one of
cholinesterase (ChE) and/or paraoxonase (PON1). In some embodiments, the
kits further comprise means for comparing between the activity levels at
different time points.
Further, the invention provides for kits for assessing trait or state
anxiety in a subject, the kits comprising reagents for determining in a
biological sample of the subject activity levels of at least one of
cholinesterase (ChE) and/or paraoxonase (PON1). In some embodiments, the
kits further comprise means for comparing between the activity levels of the
at least one of cholinesterase and/or said paraoxonase and a reference
standard of known levels of at least one of cholinesterase (ChE) and/or
paraoxonase (PON1) activity.
The present invention successfully addresses the shortcomings of the
presently known configurations by providing a biomolecular or biochemical
diagnostic tool which enables accurate and rapid diagnosis of subjects
afflicted with anxiety or being predisposed thereto.
Unless otherwise defined, all technical and scientific terms used herein
have the same meaning as commonly understood by one of ordinary skill in the
art to which this invention belongs. Although methods and materials similar
or equivalent to those described herein can be used in the practice or
testing of the present invention, suitable methods and materials are
described below. In case of conflict, the patent specification, including
definitions, will control. In addition, the materials, methods, and examples
are illustrative only and not intended to be limiting.
DESCRIPTION OF THE PREFERRED EMBODIMENTS
The present invention is of a method which can be utilized to quickly and
accurately asses an anxiety state or predisposition in a subject.
Specifically, the present invention can be used to diagnose anxiety in a
subject using highly accurate commonly used biochemical and/or molecular
techniques.
The invention provides methods for assessing levels of trait or state
anxiety in a subject by comparing genotypes and/or expression patterns at
the ACHE, PON1 and/or BChE genes to the genotype and/or expression pattern
of the genes in a reference population whose genotype and/or expression
pattern of the genes is known.
The term "state anxiety" refers to anxiety that is experienced by an
individual at a certain time. The term "trait anxiety" refers to a general
susceptibility to anxiety in an individual. Anxiety disorders include, but
are not limited to, panic attack, agoraphobia, panic disorder without
agoraphobia, panic disorder with agoraphobia, agoraphobia without history of
panic disorder, specific phobia, social phobia, obsessive-compulsive
disorder, posttraumatic stress disorder, acute stress disorder, generalized
anxiety disorder, anxiety disorder due to a general medical condition,
substance induced anxiety disorder, separation anxiety disorder, sexual
aversion disorder and anxiety disorder not otherwise specified. See
Diagnostic and Statistical Manual for Mental Disorders, 4.sup.th Ed (1994)
pp. 393-444.
The physiological manifestations that accompany anxiety may include intense
fear, racing heart, turning red or blushing, excessive sweating, dry throat
and mouth, trembling, swallowing with difficulty, and muscle twitches. The
psychological manifestations may include feelings of impending danger,
powerlessness, apprehension and tension. Commonly used indices of anxiety
include the STAI, ASQ, Cornell, and compound indices (for assessment of
anxiety and related conditions) such as the DASS (Depression, Anxiety Stress
Scale).
It will be appreciated that anxiety is an important component of many normal
behaviors, such as fright, physical pain or trauma, etc. As an adaptive
behavior, an appropriate level of anxiety in such instances can serve a
constructive purpose. However, abnormal or misdirected anxiety,
inappropriate relative to the severity of the circumstance, is
counterproductive, and may become a disorder in and of itself. A chronically
recurring case of anxiety that has a serious affect on your life may be
clinically diagnosed as an anxiety disorder. The most common anxiety
disorders are Generalized anxiety disorder, Panic disorder, Social anxiety
disorder, phobias, Obsessive-compulsive disorder, and posttraumatic stress
disorder (PTSD). Thus, one may distinguish between situational anxiety,
secondary to pain, another underlying medical condition, a hormone-secreting
tumor, or a side effect of medication or other primary factors, and the
pathological, primary non-situational anxiety unrelated to disease,
disorder, etc.
The term "non-situational anxiety" refers to anxiety that does not stem
from, or does not occur simultaneously with (associated) another
physiological or psychological disorder or disease.
The term "situational anxiety" refers to anxiety that does stem from, or
does not occur simultaneously with (associated) another physiological or
psychological disorder or disease.
A non-limiting list of conditions and factors which can provoke such
secondary anxiety includes poorly controlled pain; abnormal metabolic states
such as hypoxia, pulmonary embolus, sepsis, delirium, hypoglycemia, bleeding
coronary occlusion, heart failure and electrolyte imbalance; endocrine
disorders such as hyperthyroidism and pheochromocytoma; and use of anxiety
producing drugs, such as corticosteroids, thyroxine, bronchodilators,
beta-adrenergic stimulants and antihistamines.
While reducing the present invention to practice, it was uncovered that
genotypes and/or expression patterns of genes encoding cholinergic enzymes,
such as AChE, BChE, arylesterase and PON1, are correlated with levels of
anxiety in both primary, non-disease-related and secondary, disease-related
anxiety.
The ACHE, PON1 and/or BCHE genes encode polypeptides involved in
neurotransmission mediated by the neurotransmitter acetylcholine (ACh). ACh
contributes to numerous physiologic functions, including motor activity and
secretion processes as well as cognition and behavioral states, including
memory, learning and panic responses. Anxiety is known to provoke
cholinergic hyper-arousal (e.g. sweating, intestinal or gastric
constrictions etc.). In addition, AChE is a target of pesticides and human
exposure to them, or to the closely related chemical warfare agents,
depletes the catalytic activity of both AChE and the homologous enzyme
butyrylcholinesterase (BChE).
While not wishing to be bound by theory, the invention described herein was
developed in part by investigating the hypothesis that anxiety trait scores
reflect inherited genotype properties combined with the corresponding enzyme
activities, as affected by demographic parameters. It was also postulated
that the capacity to respond to changing conditions by increasing serum AChE
levels would be more limited in subjects with high basal activity of serum
AChE, because there is a maximal expression level for this gene that is
likely independent of demographic parameters. PON activity may determine the
requirement for AChE overproduction. Therefore, the prediction of state
anxiety was tested for association with the difference between the observed
and predicted activity values of AChE and PON.
Measurements of serum AChE-PON enzyme activities were performed in samples
from 451 healthy subjects participating in the HERITAGE Family Study. The
HERITAGE Family Study was originally designed to evaluate the role of
genetic and non-genetic factors in cardiovascular, metabolic, and hormonal
responses to aerobic exercise training. For a description of the study, see
Bouchard et al. Medicine and Science in Sports and Exercise 27:721-29, 1995.
Measurements of serum AChE-PON enzyme activities, when corrected for
demographic parameters, revealed interrelated inverse associations with
state anxiety scores, supporting the notion of corresponding enzyme
relationships. These results indicate that a significant source of anxiety
feelings involves inherited and acquired parameters of acetylcholine
regulation that can be readily quantified, providing an independent tool for
assessing anxiety measures. The findings reveal previously non-perceived
interrelationships between anxiety feelings, serum AChE, BChE and PON
activities, and their corresponding genotypes.
While not wishing to be bound by theory, it is postulated that polymorphisms
in the corresponding ACHE and BCHE genes can affect both the environmental
and the experience-related elements of anxiety. Furthermore, the paraoxonase
PON1 gene is adjacent to the AChE gene, ACHE on chromosome 7. Also, the PON1
protein product can affect AChE activity by destroying environmental toxins
that target AChE. Polymorphisms in the ACHE, BCHE and PON1 genes therefore
affect both the environmental and the experience-related elements of
anxiety.
Assessing Anxiety by Identifying ACHE-PON1 and/or BCHE Polymorphisms
Trait anxiety is assessed by determining whether a test sample from a
subject contains a polymorphic form of a ACHE, PON1 and/or BCHE gene that is
associated with a particular level of anxiety (trait or state). For example,
the polymorphism can be associated with a particular anxiety score or
scoring range in the STAI index. In general, any polymorphism in an ACHE,
PON1, and/or BCHE gene that correlates with a particular level of trait or
state anxiety can be used.
ACHE polymorphisms include promoter and coding sequence polymorphisms. The
extended human ACHE promoter includes a functional glucocorticoid response
element (GRE). In one ACHE1 polymorphism, a region of this element is
deleted (Shapira et al., Hum. Mol. Genet. 9:1273-81, 2000). A second
polymorphism in the AChE gene is the P446-polymorphism (Bartels et al. Am.
J. Hu. Genet. 52:928-36, 1993).
Suitable PON1 promoter polymorphisms include (indicated by the distance in
nucleotides from the transcription start site at 0): -108 C/T, which
contributes to 22.4% of the variation in PON1 expression, possibly by
eliminating a potential SP1 transcription factor binding site (Suehiro et
al., Atherosclerosis 150:295-98, 2000); -162 G/C, which contributes to 2.4%
of this variation (Brophy et al., Am. J. Human Genet. 68:1428-36, 2001) and
-126 C/G (Costa et al. Ann. Rev Med 54:371-92, 2003). Suitable polymorphisms
in the PON1 coding region include those changing the encoded polypeptide
sequence, e.g., the PON1 polymorphisms can include (indicated by amino acid
number and symbol) L55M (CTG into ATG) (Garin et al., J. Clin. Invest.
99:62-66, 1997) and Q192R (CAA into CGA) (Davies et al., Nat. Genet.
14:334-36, 1996).
Suitable BCHE polymorphisms include the D70G (Neville et al., J. Biol. Chem.
265:20735-38, 1990).
The test sample can be any biological fluid, cell sample, or tissue, as long
as it contains genomic DNA from the subject, and/or RNA transcribed from the
ACHE, PON1, or BCHE genes. Thus, a suitable test sample includes one
obtained from any nucleated cell of the body, such as those present in
peripheral blood, urine, saliva, buccal samples, surgical specimen, and
autopsy specimens.
Methods of preparing nucleic acids in a form that is suitable for mutation
detection is well known in the art. The DNA may be used directly or may be
amplified enzymatically in vitro through use of PCR (Saiki et al., Science
239:487-91, 1988) or other in vitro amplification methods such as the ligase
chain reaction (LCR) (Wu et al., Genomics 4:560-69 (1989), strand
displacement amplification (SDA) (Walker et al. Proc. Natl. Acad. Sci. U.S.A,
89:392-96, 1992), self-sustained sequence replication (3SR), prior to
mutation analysis.
Individuals carrying polymorphic alleles may be detected by using a variety
of techniques that are well known in the art. Strategies for identification
and detection are described in e.g., EP 730,663, EP 717,113, and PCT
US97/02102. The present methods usually employ pre-characterized
polymorphisms. That is, the genotyping location and nature of polymorphic
forms present at a site have already been determined. The availability of
this information allows sets of probes to be designed for specific
identification of the known polymorphic forms.
Detection can include amplification of the starting nucleic acid (DNA or
RNA) from the target samples. This can be accomplished by e.g., PCR. See
generally PCR Technology: Principles and Applications for DNA Amplification
(ed. H. A. Erlich, Freeman Press, NY, N.Y., 1992); PCR Protocols: A Guide to
Methods and Applications (eds. Innis, et al., Academic Press, San Diego,
Calif., 1990); Mattila et al., Nucleic Acids Res. 19, 4967 (1991); Eckert et
al., PCR Methods and Applications 1, 17 (1991); PCR (eds. McPherson et al.,
IRL Press, Oxford); and U.S. Pat. No. 4,683,202.
The detection of polymorphisms in specific DNA sequences, can be
accomplished by a variety of methods including, but not limited to,
restriction-fragment-length-polymorphism detection based on allele-specific
restriction-endonuclease cleavage, hybridization with allele-specific
oligonucleotide probes (Wallace et al., Nucl. Acids Res. 6:3543-3557, 1978),
including immobilized oligonucleotides (Saiki et al., Proc. Natl. Acad. Sci.
USA, 86:6230-6234, 1969) or oligonucleotide arrays (Maskos et al., Nucl.
Acids Res 21:2269-2270, 1993), allele-specific PCR (Newton et al., Nucl
Acids Res. 17:2503-16, 1989), mismatch-repair detection (MRD) (Faham et al.,
Genome Res. 5:474-482, 1995), binding of MutS protein (Wagner et al., Nucl.
Acids Res. 23:3944-48, 1995), denaturing-gradient gel electrophoresis (DGGE)
(Fisher et al., Proc. Natl. Acad. Sci. USA 80:1579-83, 1983),
single-strand-conformation-polymorphism detection (Orita et al., Genomics
5:874-879, 1983), RNAase cleavage at mismatched base-pairs (Myers et al.,
Science 230:1242, 1985), chemical (Cotton et al., Proc. Natl. Sci. U.S.A
85:4397-4401, 1988) or enzymatic (Youil et al., Proc. Natl. Acad. Sci. USA
92:87-91, 1995) cleavage of heteroduplex DNA, methods based on allele
specific primer extension (Syvanen et al., Genomics 8:684-92, 1990), genetic
bit analysis (GBA) (Nikiforov et al., Nucleic Acids Res. 22:4167-4175
(1994), the oligonucleotide-ligation assay (OLA) (Landegren et al., Science
241:1077, 1988), the allele-specific ligation chain reaction (LCR) (Barrany,
Proc. Natl. Acad. Sci. USA 88:189-193, 1991), gap-LCR (Abravaya et al., Nucl
Acids Res 23:675-682, 1995), radioactive and/or fluorescent DNA sequencing
using standard procedures well known in the art, and peptide nucleic acid (PNA)
assays (Orum et al., Nucl. Acids Res, 21:5332-5356, 1993; Thiede et al.,
Nucl. Acids Res. 24:983-984, 1996).
"Specific hybridization" or "selective hybridization" refers to the binding,
or duplexing, of a nucleic acid molecule only to a second particular
nucleotide sequence to which the nucleic acid is complementary, under
suitably stringent conditions when that sequence is present in a complex
mixture (e.g., total cellular DNA or RNA). "Stringent conditions" are
conditions under which a probe will hybridize to its target subsequence, but
to no other sequences. Stringent conditions are sequence-dependent and are
different in different circumstances. Longer sequences hybridize
specifically at higher temperatures than shorter ones. Generally, stringent
conditions are selected such that the temperature is about 5.degree. C.
lower than the thermal melting point (Tm) for the specific sequence to which
hybridization is intended to occur at a defined ionic strength and pH. The
Tm is the temperature (under defined ionic strength, pH, and nucleic acid
concentration) at which 50% of the target sequence hybridizes to the
complementary probe at equilibrium. Typically, stringent conditions include
a salt concentration of at least about 0.01 to about 1.0 M Na ion
concentration (or other salts), at pH 7.0 to 8.3. The temperature is at
least about 30.degree. C. for short probes (e.g., 10 to 50 nucleotides).
Stringent conditions can also be achieved with the addition of destabilizing
agents such as formamide. For example, conditions of 5.times.SSPE (750 mM
NaCl, 50 mM NaPhosphate, 5 mM EDTA, pH 7.4) and a temperature of
25-30.degree. C. are suitable for allele-specific probe hybridizations.
The invention also provides methods for identifying polymorphisms in ACHE,
PON1, and BCHE genes that are associated with anxiety levels. The
association of a polymorphic form and anxiety levels is compared. A
statistically significant association between a polymorphic form of the gene
and anxiety levels indicates the polymorphism is associated with a
particular anxiety level. The presence of this polymorphism in a subject
therefore, indicates the subject has a particular anxiety level. In some
embodiments, the anxiety level is determined with reference to a mean STAI
score.
Assessing Anxiety by Measuring AChE Activity or Expression
The invention is based in part on the discovery that AChE activity, when
corrected for demographic parameters, is inversely associated with trait
anxiety. Thus, state anxiety in a subject can be assessed by comparing the
amount of AChE activity in a test sample from a subject with the level of
activity in a reference sample whose amount of trait anxiety is known. A
lower level of AChE activity in the subject as compared to the amount of
AChE activity in the reference sample indicates the subject has more trait
anxiety than the individual or individuals that constitute the reference
sample. Conversely, a higher level of AChE activity in the subject as
compared to the amount of AChE activity in the reference sample indicates
the subject has less trait anxiety than the level of trait anxiety in the
individual or individuals that constitute the reference sample.
Methods of assessing AChE activity are well known (see, e.g., Ellman et al.,
Biochem. Pharmacol. 7:88-95, 1961). In addition to serum, the test sample
can alternatively be any biological fluid, cell sample, or tissue, as long
as it includes active AChE protein. Activity is measured in the presence of
a BChE inhibitor, such as iso-OMPA at 5.10.sup.-5M.
Anxiety levels can alternatively, or in addition, be assessed by examining
relative levels of AChE monomeric forms relative to other AChE forms. As is
discussed in detail below, AChE monomeric forms are over represented in
subjects with low trait anxiety scores. Alternative splicing of AChE gene
products yields at least three distinct proteins with acetylcholine
hydrolytic activity. Of these, the primary AChE-S variant forms tetramers,
the erythrocytic AChE-E protein appears as glycophosphoinositide-bound
dimers and the stress-induced AChE-R variant remains monomeric (Soreq et
al., Nat. Rev. Neurosci. 2:294-302, 2001). These forms of AChE can be
resolved using methods known in the art, such as non-denaturing
polyacrylamide gel electrophoresis. The resolved AChE can be visualized
using various method, such as staining for activity or by immunoblot
analysis.
A higher level of monomeric forms of AChE relative to the other AChE forms
in the test sample indicates the subject has less trait anxiety than the
individual or individuals that constitute the reference sample. A lower
level of monomeric forms reveals greater trait anxiety in the subject than
in the individual or individuals that constitute the reference sample.
Susceptibility to state anxiety is determined by identifying PON activity
and/or AChE activity in a subject and comparing the activity to a reference
sample derived from one or more individuals whose state anxiety level is
known. Assays for PON activity are known in the art and are described in,
e.g., Furlong et al., Anal Biochem 180:242-7, 1989. The individual or
individuals in the reference sample are similar to the subject in at least
one trait selected from gender, age, race, ethnic group, and body mass
index. A higher level of PON in said test sample compared to said reference
sample indicates the subject has increased susceptibility to state anxiety
compared to said one or more individuals in said reference sample.
Further, assessing the activity of more than one enzyme may provide a more
accurate measurement of susceptibility to trait anxiety relative to
assessing the activity of one enzyme. As is describe in the Examples section
and hereinbelow it is postulated that the functional relationship between
AChE, PON and BChE activity results in the activity of all three enzymes
correlating with susceptibility to trait anxiety.
Referring to FIG. 12 (see Original Patent), there are several modes of AChE
and PON1 interaction at the protein level. As shown in the upper portion of
FIG. 12, the first mode of AChE-PON1 interaction(s) relates to the broad
antioxidative properties of PON1. PON1 protects LDL from oxidation and is an
established protection factor in atherosclerosis (Mackness et al.,
Atheroscler Suppl, 3(4):49-55, 2002). This ability may reflect the capacity
to hydrolyze lipid peroxides and hydroperoxides and to hydrolyze hydrogen
peroxide (Aviram et al., J Clin Invest, 101(8):1581-90, 1998), as well as
its ability to reduce oxidative stress in macrophages, including decrease in
superoxide anion release (Rozenberg et al., Free Radic Biol Med,
34(6):774-84, 2003). Reciprocally, AChE is known to be particularly
sensitive to oxidative stress and is inactivated under oxidative conditions
(Weiner et al., Biochem Biophys Res Commun, 198(3):915-22, 1994). By
reducing oxidative stress, PON1 can therefore protect plasma AChE and AChE
inactivation under low PON1 levels can elevate acetylcholine levels,
initiating AChE overproduction and increasing the levels of plasma AChE-R
monomers.
Another mode of interaction relates to the age-dependent changes in
arylesterase activity, likely mediated through the L55M position yet
involving the H1, H2 helices (FIG. 12). Increased arylesterase activity may
reflect changes in HDL composition, which in turn involves oxidative stress
damages to AChE. This alleviates the need for AChE overproduction,
suggesting that PON1 L55 carriers are better protected from cholinergic
insults. That AChE-R accumulates under LPS exposure (Cohen et al., J Mol
Neurosci, 21(3):199-212, 2003) may reflect the reciprocal decrease in PON1
under such exposure (Feingold et al., Atherosclerosis, 139(2):307-15, 1998.)
supporting this notion. That PON1 and AChE polymorphisms were shown to
predict anxiety state and trait, and that traumatic experiences can increase
the anxiety level, makes carriers of debilitating PON1/ACHE polymorphisms
yet more prone to adverse reactions.
Consequently, even though PON activity is inversely associated with
susceptibility to state anxiety, PON activity also has an indirect inverse
association with susceptibility to trait anxiety. This indirect association
results from the paraoxonase, peroxidase and arylesterase activities of PON
protecting AChE from oxidative stress. As a result, assessing the activity
of both AChE and PON may provide a more accurate measurement of
susceptibility to trait anxiety than only assessing the activity of AChE.
Similarly, through its capacity as a general scavenger of anti-AChEs, BChE
has an inverse association with trait anxiety. Increasing BChE activity can
protect AChE by scavenging anti-AChEs resulting in a decrease in
susceptibility to trait anxiety. Consequently, assessing the activity of
AChE and BChE may provide a more accurate measurement of susceptibility to
trait anxiety than only assessing the activity of AChE. Further, as there is
a functional relationship between all three enzymes, assessing the activity
of AChE, BChE and PON may provide a more accurate measurement of
susceptibility to trait anxiety than only assessing the activity of two of
the enzymes.
State anxiety and/or trait anxiety can be assessed at multiple time points
by measuring PON and/or AChE activity in two or more samples taken at two or
more time points. Relevant time points for comparing anxiety levels include,
e.g., before and after administering an anxiety treatment, as well as during
and after an anxiety attack.
Treatment outcome for anxiety therapies can be assessed and predicted by
measuring cholinergic enzyme activities; FIGS. 13A-13D and 14A-14D (see Original Patent)
show that serum cholinergic enzyme activities correlate with anxiety scores
in subjects suffering from situational (such as disease-related) anxiety, as
well as primary, non-situational anxiety. Thus, it will be appreciated, that
measurement of cholinergic enzyme activities can be used to determine the
response of a patient to anti-anxiety treatment. Presently, such assessment
of anti-anxiety treatment is typically dependent on observation of
improvement in clinical anxiety symptoms and/or scores a considerable time
after initiation of treatment. Thus, monitoring and adjusting the anxiety
therapy to the individual needs of the patient often becomes an unduly
protracted and complex process. However, in view of the correlation between
cholinergic enzyme levels and anxiety, as described herein, response to
anxiety treatment can be assessed biochemically, with superior accuracy and
far in advance of observable clinical changes, by objective measuring
cholinergic enzyme activity. Such biochemical assessment of response to
treatment can allow rapid adjustment of treatment parameters such as choice
of drug, dosage, regimen, etc. Assessing or monitoring response to
anti-anxiety treatment, or predicting outcome of anti-anxiety treatment can
be performed by measuring, in the patient, cholinergic enzyme activity, such
as PON1, AChE, or monomeric AChE levels, as described herein. Measurement
can be performed at single or multiple time points prior to initiation of
treatment, and comparatively continued at single or multiple time points
after initiation of treatment. Changes in cholinergic enzyme levels,
compared to levels prior to initiation of therapy, can indicate an effect,
or degree of effect of the treatment. Such monitoring can be used to adjust
drug dosage, type of anti-anxiety therapy, etc. Such assessment can be
performed for short- medium- or long-term monitoring of anxiety in the
patient.
Such assessment of treatment outcome and efficacy by measurement of
cholinergic enzymes in the patient is suitable for use with all anti-anxiety
treatments. In one preferred embodiment, the anti anxiety therapy is for
primary, non-situational anxiety. In another embodiment, the anti-anxiety
therapy is for secondary, situational anxiety. Following is a non-limiting
list of suitable therapies for anxiety: benzodiazepines such as alprazolam,
clonazepam, diazepam, lorazepam, halazepam, oxazepam, and chlordiazepam;
beta blockers such as propranolol, nadolol, pindolol and atenolol; tricyclic
antidepressants such as imipramine, desipramine, nortriptyline,
amitriptyline, doxepin, clomipramine, trazodone, and venlafaxine; monoamine
oxidase inhibitors such as phenelzine, tranylcypromine, fluoxetine,
fluvoxamine, sertraline, paroxetine, escitalopram oxalate and citalopram;
mild tranquilizers such as buspirone; and anticonvulsants such as valproate.
It will be appreciated that the progress and efficacy of non-pharmaceutical
anti-anxiety therapies, such as bio-feedback, psychotherapy, etc, can be
assessed and monitored using measurement of cholinergic enzymes in the
patient.
While reducing the present invention to practice, it was shown that
depressed patients receiving anti-depression therapy showed consistent and
sigificant changes in cholinergic enzyme activity (see FIGS. 14 and 15 (see Original Patent)).
Thus, measurement of changes in cholinergic enzymes, as described herein,
can be used to monitor, assess and/or predict treatment outcomes of
anti-depressant therapy. Following is a non-limiting list of anti-depression
therapies suitable for use with the methods of the present invention: SSRIs
such as citalopram, escitalopram oxalate, fluvoxamine, paroxetine,
fluoxetine and sertraline; MAOIs such as phenelzine and tranylcypromine;
Tricyclics such as doxepin, clomipramine, amitriptyline, maprotiline,
desipramine, nortryptyline, trimipramine, imipramine and protriptyline;
buspirone, duloxetine, trazodone, venlafaxine, reboxetine, mirtazapine,
nefazodone and bupropion.
AChE/BChE and PON polymorphism can be identified using a variety of methods.
One option is to determine the entire gene sequence of a PCR reaction
product. Alternatively, a given segment of nucleic acid may be characterized
on several other levels. At the lowest resolution, the size of the molecule
can be determined by electrophoresis by comparison to a known standard run
on the same gel. A more detailed picture of the molecule may be achieved by
cleavage with combinations of restriction enzymes prior to electrophoresis,
to allow construction of an ordered map. The presence of specific sequences
within the fragment can be detected by hybridization of a labeled probe, or
the precise nucleotide sequence can be determined by partial chemical
degradation or by primer extension in the presence of chain-terminating
nucleotide analogs.
Following is a non-limiting list of detection methods which can be used
along with the present invention.
Restriction Fragment Length Polymorphism (RFLP): This method uses a change
in a single nucleotide (the SNP nucleotide) which modifies a recognition
site for a restriction enzyme resulting in the creation or destruction of an
RFLP. Single nucleotide mismatches in DNA heteroduplexes are also recognized
and cleaved by some chemicals, providing an alternative strategy to detect
single base substitutions, generically named the "Mismatch Chemical
Cleavage" (MCC) (Gogos et al., Nucl. Acids Res., 18:6807-6817, 1990).
However, this method requires the use of osmium tetroxide and piperidine,
two highly noxious chemicals which are not suited for use in a clinical
laboratory.
Allele specific oligonucleotide (ASO): In this method an allele-specific
oligonucleotides (ASOs) is designed to hybridize in proximity to the
polymorphic nucleotide, such that a primer extension or ligation event can
be used as the indicator of a match or a mis-match. Hybridization with
radioactively labeled allelic specific oligonucleotides (ASO) also has been
applied to the detection of specific SNPs (Conner et al., Proc. Natl. Acad.
Sci., 80:278-282, 1983). The method is based on the differences in the
melting temperature of short DNA fragments differing by a single nucleotide.
Stringent hybridization and washing conditions can differentiate between
mutant and wild-type alleles.
Denaturing/Temperature Gradient Gel Electrophoresis (DGGE/TGGE): Two other
methods rely on detecting changes in electrophoretic mobility in response to
minor sequence changes. One of these methods, termed "Denaturing Gradient
Gel Electrophoresis" (DGGE) is based on the observation that slightly
different sequences will display different patterns of local melting when
electrophoretically resolved on a gradient gel. In this manner, variants can
be distinguished, as differences in melting properties of homoduplexes
versus heteroduplexes differing in a single nucleotide can detect the
presence of SNPs in the target sequences because of the corresponding
changes in their electrophoretic mobilities. The fragments to be analyzed,
usually PCR products, are "clamped" at one end by a long stretch of G-C base
pairs (30-80) to allow complete denaturation of the sequence of interest
without complete dissociation of the strands. The attachment of a GC "clamp"
to the DNA fragments increases the fraction of mutations that can be
recognized by DGGE (Abrams et al., Genomics 7:463-475,1990). Attaching a GC
clamp to one primer is critical to ensure that the amplified sequence has a
low dissociation temperature (Sheffield et al., Proc. Natl. Acad. Sci.,
86:232-236, 1989; and Lerman and Silverstein, Meth. Enzymol., 155:482-501,
1987). Modifications of the technique have been developed, using temperature
gradients (Wartell et al., Nucl. Acids Res., 18:2699-2701, 1990), and the
method can be also applied to RNA:RNA duplexes (Smith et al., Genomics
3:217-223, 1988).
Limitations on the utility of DGGE include the requirement that the
denaturing conditions must be optimized for each type of DNA to be tested.
Furthermore, the method requires specialized equipment to prepare the gels
and maintain the needed high temperatures during electrophoresis. The
expense associated with the synthesis of the clamping tail on one
oligonucleotide for each sequence to be tested is also a major
consideration. In addition, long running times are required for DGGE. The
long running time of DGGE was shortened in a modification of DGGE called
constant denaturant gel electrophoresis (CDGE) (Borrensen et al., Proc.
Natl. Acad. Sci. USA 88:8405, 1991). CDGE requires that gels be performed
under different denaturant conditions in order to reach high efficiency for
the detection of SNPs.
A technique analogous to DGGE, termed temperature gradient gel
electrophoresis (TGGE), uses a thermal gradient rather than a chemical
denaturant gradient (Scholz, et al., Hum. Mol. Genet. 2:2155, 1993). TGGE
requires the use of specialized equipment which can generate a temperature
gradient perpendicularly oriented relative to the electrical field. TGGE can
detect mutations in relatively small fragments of DNA therefore scanning of
large gene segments requires the use of multiple PCR products prior to
running the gel.
Single-Strand Conformation Polymorphism (SSCP): Another common method,
called "Single-Strand Conformation Polymorphism" (SSCP) was developed by
Hayashi, Sekya and colleagues (reviewed by Hayashi, PCR Meth. Appl.,
1:34-38, 1991) and is based on the observation that single strands of
nucleic acid can take on characteristic conformations in non-denaturing
conditions, and these conformations influence electrophoretic mobility. The
complementary strands assume sufficiently different structures that one
strand may be resolved from the other. Changes in sequences within the
fragment will also change the conformation, consequently altering the
mobility and allowing this to be used as an assay for sequence variations (Orita,
et al., Genomics 5:874-879, 1989).
The SSCP process involves denaturing a DNA segment (e.g., a PCR product)
that is labeled on both strands, followed by slow electrophoretic separation
on a non-denaturing polyacrylamide gel, so that intra-molecular interactions
can form and not be disturbed during the run. This technique is extremely
sensitive to variations in gel composition and temperature. A serious
limitation of this method is the relative difficulty encountered in
comparing data generated in different laboratories, under apparently similar
conditions.
Dideoxy fingerprinting (ddF): The dideoxy fingerprinting (ddF) is another
technique developed to scan genes for the presence of mutations (Liu and
Sommer, PCR Methods Appli., 4:97, 1994). The ddF technique combines
components of Sanger dideoxy sequencing with SSCP. A dideoxy sequencing
reaction is performed using one dideoxy terminator and then the reaction
products are electrophoresed on nondenaturing polyacrylamide gels to detect
alterations in mobility of the termination segments as in SSCP analysis.
While ddF is an improvement over SSCP in terms of increased sensitivity, ddF
requires the use of expensive dideoxynucleotides and this technique is still
limited to the analysis of fragments of the size suitable for SSCP (i.e.,
fragments of 200-300 bases for optimal detection of mutations).
In addition to the above limitations, all of these methods are limited as to
the size of the nucleic acid fragment that can be analyzed. For the direct
sequencing approach, sequences of greater than 600 base pairs require
cloning, with the consequent delays and expense of either deletion
sub-cloning or primer walking, in order to cover the entire fragment. SSCP
and DGGE have even more severe size limitations. Because of reduced
sensitivity to sequence changes, these methods are not considered suitable
for larger fragments. Although SSCP is reportedly able to detect 90% of
single-base substitutions within a 200 base-pair fragment, the detection
drops to less than 50% for 400 base pair fragments. Similarly, the
sensitivity of DGGE decreases as the length of the fragment reaches 500
base-pairs. The ddF technique, as a combination of direct sequencing and
SSCP, is also limited by the relatively small size of the DNA that can be
screened.
Pyrosequencing.TM. analysis (Pyrosequencing, Inc. Westborough, Mass., USA):
This technique is based on the hybridization of a sequencing primer to a
single stranded, PCR-amplified, DNA template in the presence of DNA
polymerase, ATP sulfurylase, luciferase and apyrase enzymes and the
adenosine 5' phosphosulfate (APS) and luciferin substrates. In the second
step the first of four deoxynucleotide triphosphates (dNTP) is added to the
reaction and the DNA polymerase catalyzes the incorporation of the
deoxynucleotide triphosphate into the DNA strand, if it is complementary to
the base in the template strand. Each incorporation event is accompanied by
release of pyrophosphate (PPi) in a quantity equimolar to the amount of
incorporated nucleotide. In the last step the ATP sulfurylase quantitatively
converts PPi to ATP in the presence of adenosine 5' phosphosulfate. This ATP
drives the luciferase-mediated conversion of luciferin to oxyluciferin that
generates visible light in amounts that are proportional to the amount of
ATP. The light produced in the luciferase-catalyzed reaction is detected by
a charge coupled device (CCD) camera and seen as a peak in a pyrogram.TM..
Each light signal is proportional to the number of nucleotides incorporated.
Acycloprime.TM. analysis (Perkin Elmer, Boston, Mass., USA): This technique
is based on fluorescent polarization (FP) detection. Following PCR
amplification of the sequence containing the SNP of interest, excess primer
and dNTPs are removed through incubation with shrimp alkaline phosphatase
(SAP) and exonuclease I. Once the enzymes are heat inactivated, the
Acycloprime-FP process uses a thermostable polymerase to add one of two
fluorescent terminators to a primer that ends immediately upstream of the
SNP site. The terminator(s) added are identified by their increased FP and
represent the allele(s) present in the original DNA sample. The Acycloprime
process uses AcycloPol.TM., a novel mutant thermostable polymerase from the
Archeon family, and a pair of AcycloTerminators.TM. labeled with R110 and
TAMRA, representing the possible alleles for the SNP of interest.
AcycloTerminator.TM. non-nucleotide analogs are biologically active with a
variety of DNA polymerases. Similarly to
2',3'-dideoxynucleotide-5'-triphosphates, the acyclic analogs function as
chain terminators. The analog is incorporated by the DNA polymerase in a
base-specific manner onto the 3'-end of the DNA chain, and since there is no
3'-hydroxyl, is unable to function in further chain elongation. It has been
found that AcycloPol has a higher affinity and specificity for derivatized
AcycloTerminators than various Taq mutant have for derivatized
2',3'-dideoxynucleotide terminators.
Reverse dot blot: This technique uses labeled sequence specific
oligonucleotide probes and unlabeled nucleic acid samples. Activated primary
amine-conjugated oligonucleotides are covalently attached to carboxylated
nylon membranes. After hybridization and washing, the labeled probe, or a
labeled fragment of the probe, can be released using oligomer restriction,
i.e., the digestion of the duplex hybrid with a restriction enzyme. Circular
spots or lines are visualized colorimetrically after hybridization through
the use of streptavidin horseradish peroxidase incubation followed by
development using tetramethylbenzidine and hydrogen peroxide, or via
chemiluminescence after incubation with avidin alkaline phosphatase
conjugate and a luminous substrate susceptible to enzyme activation, such as
CSPD, followed by exposure to x-ray film.
It will be appreciated that advances in the field of SNP detection have
provided additional accurate, easy, and inexpensive large-scale SNP
genotyping techniques, such as dynamic allele-specific hybridization (DASH,
Howell, W. M. et al., 1999. Dynamic allele-specific hybridization (DASH).
Nat. Biotechnol. 17: 87-8), microplate array diagonal gel electrophoresis
[MADGE, Day, I. N. et al., 1995. High-throughput genotyping using horizontal
polyacrylamide gels with wells arranged for microplate array diagonal gel
electrophoresis (MADGE). Biotechniques. 19: 830-5], the TaqMan system
(Holland, P. M. et al., 1991. Detection of specific polymerase chain
reaction product by utilizing the 5'.fwdarw.3' exonuclease activity, of
Thermus aquaticus DNA polymerase. Proc Natl Acad Sci USA. 88: 7276-80), as
well as various DNA "chip" technologies such as the GeneChip microarrays
(e.g., Affymetrix SNP chips) which are disclosed in U.S. Pat. No. 6,300,063
to Lipshutz, et al. 2001, which is fully incorporated herein by reference,
Genetic Bit Analysis (GBA.TM.) which is described by Goelet, P. et al. (PCT
Appl. No. 92/15712), peptide nucleic acid (PNA, Ren B, et al., 2004. Nucleic
Acids Res. 32: e42) and locked nucleic acids (LNA, Latorra D, et al., 2003.
Hum. Mutat. 22: 79-85) probes, Molecular Beacons (Abravaya K, et al., 2003.
Clin Chem Lab Med. 41: 468-74), intercalating dye [Germer, S. and Higuchi,
R. Single tube genotyping without oligonucleotide probes. Genome Res.
9:72-78 (1999)], FRET primers (Solinas A et al., 2001. Nucleic Acids Res.
29: E96), AlphaScreen (Beaudet L, et al., Genome Res. 2001, 11(4): 600-8),
SNPstream (Bell P A, et al., 2002. Biotechniques. Suppl.: 70-2, 74, 76-7),
Multiplex minisequencing (Curcio M, et al., 2002. Electrophoresis. 23:
1467-72), SnaPshot (Turner D, et al., 2002. Hum Immunol. 63: 508-13),
MassEXTEND (Cashman J R, et al., 2001. Drug Metab Dispos. 29: 1629-37), GOOD
assay (Sauer S, and Gut I G. 2003. Rapid Commun. Mass. Spectrom. 17:
1265-72), Microarray minisequencing (Liljedahl U, et al., 2003.
Pharmacogenetics. 13: 7-17), arrayed primer extension (APEX) (Tonisson N, et
al., 2000. Clin. Chem. Lab. Med. 38: 165-70), Microarray primer extension
(O'Meara D, et al., 2002. Nucleic Acids Res. 30: e75), Tag arrays (Fan J B,
et al., 2000. Genome Res. 10: 853-60), Template-directed incorporation (TDI)
(Akula N, et al., 2002. Biotechniques. 32: 1072-8), fluorescence
polarization (Hsu T M, et al., 2001. Biotechniques. 31: 560, 562, 564-8),
Colorimetric oligonucleotide ligation assay (OLA, Nickerson D A, et al.,
1990. Proc. Natl. Acad. Sci. USA. 87: 8923-7), Sequence-coded OLA (Gasparini
P, et al., 1999. J. Med. Screen. 6: 67-9), Microarray ligation, Ligase chain
reaction, Padlock probes, Rolling circle amplification, Invader assay
(reviewed in Shi M M. 2001. Enabling large-scale pharmacogenetic studies by
high-throughput mutation detection and genotyping technologies. Clin Chem.
47: 164-72), coded microspheres (Rao K V et al., 2003. Nucleic Acids Res.
31: e66) and MassArray (Leushner J, Chiu N H, 2000. Mol Diagn. 5: 341-80).
According to preferred embodiments of the present invention the SNPs used by
the present invention are selected from the National Center for
Biotechnology Information (http://www.ncbi.nlm.nih.gov/SNP/).
As is mentioned hereinabove and described in great detail in the Examples
section which follows, the present inventors have uncovered several novel
traits which can associated with ChE and PON activity:
(i) PON activity which is lower than predicted (likely due to genotype
differences) reflects increased risk to develop state anxiety;
(ii) AChE activity which is lower than predicted reflects elevated trait
anxiety; and
(iii) PON, in its capacities as a paraoxonase or peroxidase, protects
circulation AChE from oxidative stress, therefore, debilitated PON may
further contribute to trait anxiety, albeit indirectly.
In addition, BChE serves to protect circulation AChE by acting as a general
scavenger of anti AChEs. As such, triple assays (of AChE, BChE and PON)
would be yet more reliable.
Based on these observations, the present inventor postulates that diagnosis
which is effected by combined testing (of AChE, and PON and optionally BChE)
and in particular, diagnosis which correlates AChE and PON activity or
expression can yield more reliable predictions of anxiety parameters than
single tests of either of these activities.
The usefulness and accuracy of such combined testing is clearly supported by
the finding presented herein which illustrate that anxiety is a
multifactorial state which depends upon discrete activities of two or more
enzymes as well as the interaction therebetween.
Assessing Anxiety by Correlating ChE Activity or Expression with PON
Activity or Expression
As is illustrated in the Examples section which follows, the present
inventors also correlated ChE/PON activity/expression levels (herein ChE/PON
ratio) and uncovered that individuals predisposed to, or having anxiety
display ChE/PON ratios which differ from those displayed by healthy
individuals.
Thus, according to another aspect of the present invention there is provided
yet another method of assessing state or trait anxiety in a subject.
The method is effected by determining in a biological sample of an
individual expression and/or activity levels of at least one cholinesterase
(ChE), preferably Acetylcholinesterase (AChE) and paraoxonase (PON1); and
correlating between expression and/or activity levels of the at least one
cholinesterase and the paraoxonase to thereby obtain the ChE/PON ratio
described herein. Such a ratio is then compared with a predetermined
threshold (a single value or preferably a value range) predefined for
healthy or diseased individuals of a specific group (age, gender BMI,
ethnicity, race etc.), to thereby diagnose the subject as healthy, having
anxiety or being predisposed thereto. Further description of this ratio is
provided in the examples section which follows, and illustrated in FIG. 6 (see Original Patent).
It will be appreciated that quantification of ChE (preferably AChE) and PON
expression or activity levels can be facilitated using one of several known
approaches.
The above described expression and/or activity levels can be determined by
allele typing and correlation of a specific allele with expression/activity
levels. Since a correlation between allele types and expression levels can
be established, mere typing of an allele can be translated into expression
or activity levels of ChE or PON.
Biochemical or molecular analysis of test samples can also be used to
determine the above described ratio. Numerous approaches for measuring mRNA
or protein levels in a biological sample such as blood are known in the art,
most of these approaches are readily adaptable for high throughput automatic
screening. Examples of suitable approaches are provided below.
Northern Blot analysis: This method involves the detection of a particular
RNA in a mixture of RNAs. An RNA sample is denatured by treatment with an
agent (e.g., formaldehyde) that prevents hydrogen bonding between base
pairs, ensuring that all the RNA molecules have an unfolded, linear
conformation. The individual RNA molecules are then separated according to
size by gel electrophoresis and transferred to a nitrocellulose or a
nylon-based membrane to which the denatured RNAs adhere. The membrane is
then exposed to labeled DNA probes. Probes may be labeled using
radio-isotopes or enzyme linked nucleotides. Detection may be using
autoradiography, calorimetric reaction or chemiluminescence. This method
allows both quantitation of an amount of particular RNA molecules and
determination of its identity by a relative position on the membrane which
is indicative of a migration distance in the gel during electrophoresis.
RT-PCR analysis: This method uses PCR amplification of relatively rare RNAs
molecules. First, RNA molecules are purified from the cells and converted
into complementary DNA (cDNA) using a reverse transcriptase enzyme (such as
an MMLV-RT) and primers such as, oligo dT, random hexamers or gene specific
primers. Then by applying gene specific primers and Taq DNA polymerase, a
PCR amplification reaction is carried out in a PCR machine. Those of skills
in the art are capable of selecting the length and sequence of the gene
specific primers and the PCR conditions (i.e., annealing temperatures,
number of cycles and the like) which are suitable for detecting specific RNA
molecules. It will be appreciated that a semi-quantitative RT-PCR reaction
can be employed by adjusting the number of PCR cycles and comparing the
amplification product to known controls.
RNA in situ hybridization stain: In this method DNA or RNA probes are
attached to the RNA molecules present in the cells. Generally, the cells are
first fixed to microscopic slides to preserve the cellular structure and to
prevent the RNA molecules from being degraded and then are subjected to
hybridization buffer containing the labeled probe. The hybridization buffer
includes reagents such as formamide and salts (e.g., sodium chloride and
sodium citrate) which enable specific hybridization of the DNA or RNA probes
with their target mRNA molecules in situ while avoiding non-specific binding
of probe. Those of skills in the art are capable of adjusting the
hybridization conditions (i.e., temperature, concentration of salts and
formamide and the like) to specific probes and types of cells. Following
hybridization, any unbound probe is washed off and the slide is subjected to
either a photographic emulsion which reveals signals generated using
radio-labeled probes or to a calorimetric reaction which reveals signals
generated using enzyme-linked labeled probes.
In situ RT-PCR stain: This method is described in Nuovo G J, et al.
[Intracellular localization of polymerase chain reaction (PCR)-amplified
hepatitis C cDNA. Am J Surg Pathol. 1993, 17: 683-90] and Komminoth P, et
al. [Evaluation of methods for hepatitis C virus detection in archival liver
biopsies. Comparison of histology, immunohistochemistry, in situ
hybridization, reverse transcriptase polymerase chain reaction (RT-PCR) and
in situ RT-PCR. Pathol Res Pract. 1994, 190: 1017-25]. Briefly, the RT-PCR
reaction is performed on fixed cells by incorporating labeled nucleotides to
the PCR reaction. The reaction is carried on using a specific in situ RT-PCR
apparatus such as the laser-capture microdissection PixCell I LCM system
available from Arcturus Engineering (Mountainview, Calif.).
Although cell profiling methods which analyze the genome or transcriptome
are preferred for their accuracy and high throughput capabilities, it will
be appreciated that the present invention can also utilize protein analysis
tools for profiling the cells of the cultures.
Expression and/or activity level of proteins can be determined using any of
the methods described below.
Enzyme linked immunosorbent assay (ELISA): This method involves fixation of
a sample (e.g., fixed cells or a proteinaceous solution) containing a
protein substrate to a surface such as a well of a microtiter plate. A
substrate specific antibody coupled to an enzyme is applied and allowed to
bind to the substrate. Presence of the antibody is then detected and
quantitated by a calorimetric reaction employing the enzyme coupled to the
antibody. Enzymes commonly employed in this method include horseradish
peroxidase and alkaline phosphatase. If well calibrated and within the
linear range of response, the amount of substrate present in the sample is
proportional to the amount of color produced. A substrate standard is
generally employed to improve quantitative accuracy.
Western blot: This method involves separation of a substrate from other
protein by means of an acrylamide gel followed by transfer of the substrate
to a membrane (e.g., nylon or PVDF). Presence of the substrate is then
detected by antibodies specific to the substrate, which are in turn detected
by antibody binding reagents. Antibody binding reagents may be, for example,
protein A, or other antibodies. Antibody binding reagents may be
radiolabeled or enzyme linked as described hereinabove. Detection may be by
autoradiography, colorimetric reaction or chemiluminescence. This method
allows both quantitation of an amount of substrate and determination of its
identity by a relative position on the membrane which is indicative of a
migration distance in the acrylamide gel during electrophoresis.
Radio-immunoassay (RIA): In one version, this method involves precipitation
of the desired protein (i.e., the substrate) with a specific antibody and
radiolabeled antibody binding protein (e.g., protein A labeled with
I.sup.125) immobilized on a precipitable carrier such as agarose beads. The
number of counts in the precipitated pellet is proportional to the amount of
substrate.
In an alternate version of the RIA, a labeled substrate and an unlabelled
antibody binding protein are employed. A sample containing an unknown amount
of substrate is added in varying amounts. The decrease in precipitated
counts from the labeled substrate is proportional to the amount of substrate
in the added sample.
Fluorescence activated cell sorting (FACS): This method involves detection
of a substrate in situ in cells by substrate specific antibodies. The
substrate specific antibodies are linked to fluorophores. Detection is by
means of a cell sorting machine which reads the wavelength of light emitted
from each cell as it passes through a light beam. This method may employ two
or more antibodies simultaneously.
Immunohistochemical analysis: This method involves detection of a substrate
in situ in fixed cells by substrate specific antibodies. The substrate
specific antibodies may be enzyme linked or linked to fluorophores.
Detection is by microscopy and subjective or automatic evaluation. If enzyme
linked antibodies are employed, a colorimetric reaction may be required. It
will be appreciated that immunohistochemistry is often followed by
counterstaining of the cell nuclei using for example Hematoxyline or Giemsa
stain.
In situ activity assay: According to this method, a chromogenic substrate is
applied on the cells containing an active enzyme and the enzyme catalyzes a
reaction in which the substrate is decomposed to produce a chromogenic
product visible by a light or a fluorescent microscope.
In vitro activity assays: In these methods the activity of a particular
enzyme is measured in a protein mixture extracted from the cells. The
activity can be measured in a spectrophotometer well using calorimetric
methods or can be measured in a non-denaturing acrylamide gel (i.e.,
activity gel). Following electrophoresis the gel is soaked in a solution
containing a substrate and colorimetric reagents. The resulting stained band
corresponds to the enzymatic activity of the protein of interest. If well
calibrated and within the linear range of response, the amount of enzyme
present in the sample is proportional to the amount of color produced. An
enzyme standard is generally employed to improve quantitative accuracy.
It will be appreciated that anxiety diagnosis obtained via the ChE/PON ratio
determination described above, offers several advantages over discrete AChE
or PON expression/activity. One notable advantage is a lack of need for
control samples. Since a ratio does not rely upon absolute numbers but
rather on the relationship therebetween, ratio-determined diagnosis does not
necessitate comparison with control samples nor does it necessitate
standardization of results with respect to age or gender but rather
generation of a single threshold for each tested group. For example, groups
of similar ethnic background, age, gender or BMI can be used to generate a
threshold ratio which can be used to determine diagnosis of individuals
belonging to a specific group.
It will be appreciated that any of the reagents described hereinabove (e.g.,
AChE or PON PCR primers or probes) can be packaged into a kit which can be
used for state or trait anxiety diagnosis, or monitoring treatment or
therapy outcomes of situational and non-situational anxiety, or monitoring
treatment or therapy outcomes of anti-depressants. The kit for use in the
method according to the invention preferably contains the various components
needed for carrying out the method packaged in separate containers and/or
vials and including instructions for carrying out the method. Thus, for
example, some or all of the various reagents and other ingredients needed
for carrying out the determination, such as buffers, primers, enzymes,
control samples or standards etc can be packaged separately but provided for
use in the same box. Instructions for carrying out the method can be
included inside the box, as a separate insert, or as a label on the box
and/or on the separate vials.
Claim 1 of 16 Claims
1. A method of assessing trait anxiety in
a subject, the method comprising providing a test sample from said
subject; determining acetylcholinesterase (AChE) activity in said test
sample; and comparing AChE activity in said test sample to AChE activity
in a reference sample derived from one or more individuals whose trait
anxiety level is known, wherein said one or more individuals in said
reference sample are similar to said subject in at least one trait
selected from the group consisting of gender, age, race, ethnic group, and
body mass index, and wherein a lower level of AChE activity in said test
sample compared to AChE activity in said reference sample indicates said
subject has greater trait anxiety than the trait anxiety level of said one
or more individuals from which the reference sample was derived, thereby
assessing trait anxiety in said subject. ____________________________________________
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