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Title:
Methods of identifying individuals at reduced risk of sepsis
United States Patent: 7,592,141
Issued: September 22, 2009
Inventors: Schwinn; Debra
A. (Durham, NC), Laskowitz; Daniel (Chapel Hill, NC), Podgoreanu; Mihai V.
(Raleigh, NC), Moretti; Eugene W. (Durham, NC)
Assignee: Duke University
(Durham, NC)
Appl. No.: 11/302,064
Filed: December 13, 2005
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Woodbury College's
Master of Science in Law
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Abstract
The present invention provides a method
of identifying a subject having a reduced risk of developing sepsis,
comprising detecting at least one APOE3 allele in nucleic acid from the
subject.
Description of the
Invention
FIELD OF THE INVENTION
The present invention relates, in general, to sepsis and, in particular,
to methods of identifying individuals at reduced risk of sepsis associated
with a robustly stressful event (e.g., perioperative and/or periprocedural
sepsis).
BACKGROUND OF THE INVENTION
Sepsis syndrome arises from a systemic inflammatory response syndrome
(SIRS) initiated by an infectious insult. Of approximately 751,000 cases
of sepsis syndrome that occur annually in the United States, 35-45% of
patients who experience this syndrome die (Angus et al., Crit. Care Med.
29(7):1303-1310 (2001); Crit. Care Med. 20(6):864-874 (1992)). While
precise mechanisms leading to organ dysfunction mediated by SIRS and
sepsis remain incompletely understood (Levy et al., Crit. Care Med.
31(4):1250-1256 (2003), Bone, Crit. Care Med. 24(1):163-172 (1996), Goldie
et al., JAMA 274(2):172-177 (1995), Rangel-Frausto et al., JAMA
273(2):117-123 (1995), recent evidence suggests a novel role for lipid
mediators (Alvarez and Ramos, Clin. Chem. 32(1 Pt 1):142-145 (1986), van
Leeuwen et al., Crit. Care Med. 31(5):1359-1366 (2003), Fraunberger et
al., Schok 10(5):359-363 (1998), Gordon et al., Crit. Care Med.
24(4):584-589 (1996)).
Lipid profile alterations have been reported in many acute inflammatory
processes (Alvarez and Ramos, Clin. Chem. 32(1 Pt 1):142-145 (1986)).
Recently, an inverse correlation was described between tumor-necrosis
factor alpha (TNF .alpha.) and lipid components (van Leeuwen et al., Crit.
Care Med. 31(5):1359-1366 (2003), Fraunberger et al., Schok 10(5):359-363
(1998), Gordon et al., Crit. Care Med. 24(4):584-589 (1996)).
Apolipoprotein E (apoE protein; APOE gene) is a 34 kDa protein originally
studied for its role in cholesterol metabolism. Independent of its role in
cholesterol metabolism, apoE modulates innate and acquired immune
responses in vitro and in vivo (Laskowitz et al., J. Lipid Res.
41(4):613-620 (2000)). ApoE deficient animals have impaired immunity after
bacterial challenge, and they also have increased susceptibility to
endotoxemia after intravenous lipopolysaccharide (LPS) administration (Roselaar
and Daugherty, J. Lipid Res. 39(9):1740-1743 (1998), de Bont et al., J.
Lipid Res. 40(4):680-685 (1999)). ApoE deficient animals also have been
reported to have an increased systemic inflammatory response and higher
mortality following LPS injection, and administration of exogenous apoE
improved mortality by down regulating the inflammatory cascade (Van
Ooosten et al., J. Biol. Chem. 276(12):8820-8824 (2001)).
There are three common human isoforms of apoE, designated E2, E3 and E4,
encoded for by three alleles at the APOE locus on human chromosome 19 (Weisgraber,
Adv. Protein Chem. 45:249-302 (1994)). These isoforms differ by single
amino acid interchanges at residues 112 and 158: E3 (Cys.sub.112
Arg.sub.58); E4 (Arg.sub.112 Arg.sub.158); and E2 (Cys.sub.112
Cys.sub.158) (Weisgraber, Adv. Protein Chem. 45:249-302 (1994)). Isoform-specific
differences in immune regulation have been described for apoE, and may
play a pivotal role in mediating the CNS and systemic response to injury.
For example, a recent preclinical study demonstrated that mice expressing
the human APOE4 gene have enhanced systemic and CNS inflammatory responses
following lipopolysaccharide (LPS) injection, as compared to their APOE3
counterparts (Curtiss and Edgington, J. Immunol. 126(4):1382-1386 (1981)).
In addition, the apoE4 protein has been shown to be less effective than
apoE3 or apoE2 at suppressing the activation of microglia in cell culture
models of brain inflammation (Barger and Harmon, Nature 388(6645):878-881
(1997), Laskowitz et al., Exp. Neurol. 167(1):74-85 (2001)). Indeed the
APOE4 allele has been associated with the early onset of Alzheimer's
disease and poor prognosis in multiple sclerosis (Strittmatter and Roses,
Annu. Rev. Neurosci. 19:53-77 (1996), Schmidt et al., Am. J Hum. Genet.
70(3):708-717 (2002)), as well as poor prognosis following traumatic brain
injury, and with an increase in the systemic inflammatory response
following cardiopulmonary bypass (Sorbi et al., Nat. Med. 1(9):852 (1995),
Friedman et al., Neurology 52(2):244-248 (1999), Grocott et al., J. Thorac.
Cardiovasc. Surg. 122(3):622-623 (2001)).
The present invention overcomes previous shortcomings in the art by
providing methods of identifying individual having a reduced risk of
sepsis.
SUMMARY OF THE INVENTION
The present invention provides a method of identifying a subject having a
decreased risk of developing sepsis, comprising detecting at least one
copy of an APOE3 allele in nucleic acid of the subject.
DETAILED DESCRIPTION OF THE INVENTION
As used herein, "a" or "an" or "the" can mean one or more than one. For
example, "a" cell can mean one cell or a plurality of cells.
Also as used herein, "and/or" refers to and encompasses any and all
possible combinations of one or more of the associated listed items, as
well as the lack of combinations when interpreted in the alternative
("or").
Furthermore, the term "about," as used herein when referring to a
measurable value such as an amount of a compound or agent of this
invention, dose, time, temperature, and the like, is meant to encompass
variations of .+-.20%, .+-.10%, .+-.5%, .+-.1%, .+-.0.5%, or even .+-.0.1%
of the specified amount.
The present invention is based on the unexpected discovery of a
correlation between sepsis risk and a genetic marker. In particular, these
studies demonstrate that the APOE3 allele is significantly associated with
a decreased risk of developing sepsis. The present invention provides a
definitive association between this APOE allele and the development of
sepsis. The invention is exemplified by reference to non-cardiac surgery
patients but includes all perioperative, periprocedure (endoscopy,
bronchoscopy, cardiac catheterization, non-surgical trauma, etc.), and
intensive care unit settings, as set forth below.
Thus, in one aspect, the present invention provides a method of
identifying a subject having a decreased risk of developing sepsis,
comprising detecting at least one copy of an APOE3 allele in nucleic acid
of the subject.
The subject of this invention is any animal susceptible to developing
sepsis that carries an APOE gene, which can be a mammal, such as a
domestic and/or commercially important mammal (e.g., dog, cat, horse, cow,
sheep, goat, rabbit, mouse, rat, etc.) and which in particular embodiments
is a human.
In some embodiments of this invention, the subject of this invention is a
subject that has experienced a major or robustly stressful event that can
increase the likelihood of the development of sepsis in the subject, as
would be known to one of skill in the art. Nonlimiting examples of this
type of stressful event can include placement in a hospital or other
medical facility, an elective surgery, a non-elective surgery, an elective
invasive procedure, a non-elective invasive procedure, trauma or injury to
the subject (e.g., automobile accident or other accidental trauma or
injury) and/or any disease condition or pathological state that can
increase the likelihood of development of sepsis in the subject, as would
be well known to one of skill in the art.
Thus, in particular embodiments of the invention, the subject can be a
perioperative patient, a postoperative patient, a preoperative patient, a
periprocedural patient, a postprocedural patient, a preprocedural patient,
an intensive care unit patient, a post-intensive care unit patient, a
trauma patient, an acutely ill patient, a chronically ill patient and any
combination of the above.
In other words, subject of this invention can be a subject who is about to
undergo a surgery and/or invasive procedure, a subject who is preparing to
undergo a surgery and/or invasive procedure and/or a subject who is about
to undergo and/or is preparing to undergo a medical treatment that can
increase the likelihood of the development of sepsis in the subject. In
some embodiments, the subject of this invention can be a subject who has
undergone a surgery and/or invasive procedure and/or a subject who has
undergone a medical treatment that can increase the likelihood of
development-of sepsis in the subject. Furthermore, the subject of this
invention can be a subject who is about to receive and/or who has received
medical treatment that does result and/or could result in placement of the
subject in an intensive care unit.
As used herein, "perioperative and periprocedural" mean the period of time
extending from when the subject goes into a hospital, clinic, doctor's
office or other facility for surgery, a procedure and/or other medical
treatment until the time the subject returns home. Accordingly,
preoperative and preprocedural means the period of time before the subject
goes into a hospital, clinic, doctor's office or other facility for
surgery, a procedure and/or other medical treatment and postoperative and
postprocedure means the period of time after the subject returns home
following the surgery, procedure and/or other medical treatment.
Furthermore, as used herein, "an intensive care unit patient" is a subject
who has been admitted to an intensive care unit of a hospital, clinic or
other medical facility for any medical condition that warrants intensive
care, as would be known by one of skill in the art. A "post-intensive care
unit patient" is a subject who had previously been cared for in an
intensive care unit of a hospital, clinic or other medical facility and
has been discharged from the intensive care unit.
Also as used herein, the term "invasive procedure" means any technique
where entry to a body cavity is required or where the normal function of
the body is in some way interrupted. An invasive procedure can also be a
medical procedure and/or treatment that invades (enters) the body, usually
by cutting or puncturing the skin or by inserting instruments into the
body.
Nonlimiting examples of an invasive procedure of this invention include
endoscopy, bronchoscopy, cardiac catheterization, angioplasty, colonoscopy
and any combination thereof.
In addition, nonlimiting examples of a surgery, operation or surgical
procedure of this invention include surgery of an, organ or tissue (e.g.,
heart, lung, stomach, kidneys, uterus, ovaries, intestines, colon, brain,
prostate, gall bladder, appendix, joint, etc.) and can include
transplantation of organs and/or tissue (e.g., bone marrow, skin graft,
kidney, liver, heart, cornea, etc.), removal of organs, bariatric surgery,
laparoscopic surgery, hernia surgery, hemorrhoid surgery, plastic surgery,
exploratory surgery, varicose vein surgery, minimally invasive surgery,
etc.
In some embodiments of the methods of this invention, the subject of this
invention can have one copy of the APOE allele and in some embodiments,
the subject of this invention can have two copies of the APOE3 allele.
It is further contemplated that the methods of this invention can be
carried out at any time relative to the major stress event that increases
the likelihood of development of sepsis in the subject. Thus, the methods
of this invention can be carried out prior to, during and/or after
surgery, an invasive procedure, a trauma or injury and/or a treatment that
increases the likelihood of sepsis. The methods can also be carried out
prior to, during and/or after a subject is a patient in an intensive care
unit.
In further embodiments, the methods of this invention can be carried out
on a subject who has developed sepsis, including a current sepsis, as well
as a past incident of sepsis from which the subject has recovered. In
additional embodiments, the subject can have a relative (e.g., parent,
sibling, aunt, uncle, grandparent, niece, nephew, etc.) who has developed
sepsis, which can be a current sepsis and/or a past incident of sepsis.
An association study of the presence of an APOE3 allele in a subject and a
decrease in the subject's risk of developing sepsis involves determining
the presence or frequency of the APOE alleles in a biological sample from
individuals who have developed sepsis under the various conditions
described herein (e.g., after experiencing a major stress event,
perioperative, periprocedural and/or in the intensive care unit) and
comparing the information to -that of controls (i.e., individuals who do
not have sepsis; controls may be also referred to as "healthy" or "normal"
individuals) who are preferably of similar age and race and/or have the
same condition (e.g., after experiencing a major stress event,
perioperative, periprocedural and/or in the intensive care unit). The
appropriate selection of patients and controls is important to the success
of the association studies.
An allele of the APOE gene is correlated with an increased or decreased
risk of developing sepsis by identifying the presence of a particular APOE
allele in the nucleic acid of subjects also identified as having sepsis
and in nucleic aid of subjects identified as not having sepsis and
performing a statistical analysis of the association of the APOE allele
with the presence or absence of sepsis in the subject, according to well
known methods of statistical analysis. An analysis that identifies a
statistical association (e.g., a significant association) between the
particular APOE allele and the presence or absence of sepsis establishes a
correlation between the presence of the APOE allele in a subject and an
increased or decreased risk of developing sepsis.
To conduct these studies, an APOE allele is identified in any nucleic
acid-containing biological sample from a subject diagnosed with sepsis,
and compared to the APOE allele present in control samples, and selected
for its increased (or decreased) occurrence in a specific phenotype, such
as presence or absence of sepsis under the conditions described herein.
Statistical analyses are then conducted to identify a statistically
significant association between an APOE allele and the presence or absence
of sepsis (e.g., as described in the EXAMPLES section herein and as is
otherwise known in the art).
The methods of this invention can also be used to identify subjects most
suited to therapy with particular pharmaceutical agents, e.g., to
prophylactically treat a subject at increased risk of developing sepsis.
Thus, the present invention further provides a method of identifying a
patient in need of prophylactic treatment for sepsis, comprising detecting
an APOE allele in the subject that is not APOE3. Similarly, the
identification of an APOE allele in a subject can be used to exclude
patients from certain surgeries, procedures and/or treatments due to the
patient's increased likelihood of developing sepsis. Thus, in further
embodiments, the present invention provides a method of identifying a
subject who is not suitable for surgery, an invasive procedure and/or a
treatment that increases the likelihood of the development of sepsis in
the subject, comprising detecting an APOE allele in the subject that is
not APOE3. The methods of this invention can also be employed in other
pharmacogenomics analyses to assist the drug development and selection
process. (Linder et al. (1997) Clinical Chemistry 43:254; Marshall (1997)
Nature Biotechnology 15:1249; International Patent Publication No. WO
97/40462; Schafer et al. (1998) Nature Biotechnology 16:3).
In particular, preoperative screening for the APOE genotype of a subject
enables clinicians to better stratify a given patient for therapeutic
intervention, either with drug therapy or with other modalities.
Additionally, knowledge of APOE genotype allows patients to choose, in a
more informed way in consultation with their physician, medical versus
procedural therapy. Identifying APOE genotype of patients who decide to or
must undergo surgery or other invasive procedures enables health care
providers to design altered therapeutic strategies aimed at preventing the
incidence of sepsis in patients without the protective APOE3 allele. In
addition, identifying the APOE genotype in patients who have already
experienced sepsis, or who have a relative develop sepsis, might also lead
to alteration or modification in the therapeutic strategy so as to be more
aggressive and proactive.
As indicated above, preoperative and/or preprocedural genotype testing can
refine risk stratification and improve patient outcome. Based on the
genetic risk factors identified, drugs already available and used to
minimize the risk of sepsis (e.g., antibiotics) can be useful in reducing
sepsis risk in acute settings, for example, cardiac or non-cardiac
surgery. APOE genotyping can facilitate individually tailored medical
therapy (personalized medicine) designed to reduce sepsis risk and
associated morbidity and mortality. Perioperative screening can facilitate
alterations in the usual course of the surgical procedure with institution
of procedures designed to additionally reduce this risk.
The identification of an APOE allele in a sample (e.g., a biological
sample such as blood, cells or tissue) can be determined using any of a
variety of genotyping techniques known in the art, as described below. The
invention further provides kits suitable for use in identifying an APOE
allele in a nucleic acid. Such kits can include, for example, reagents
(e.g., probes or primers) necessary to effect APOE genotyping, as are well
known in the art.
In carrying out the methods of this invention, detection reagents can be
developed and used to identify any allele of the present invention
individually or in combination with the identification of other alleles,
and such detection reagents can be readily incorporated into one of the
established kit or system formats that are well known in the art. The
terms "kits" and "systems," as used herein refer, e.g., to combinations of
multiple allele detection reagents, or one or more allele detection
reagents in combination with one or more other types of elements or
components (e.g., other types of biochemical reagents, containers,
packages such as packaging intended for commercial sale, substrates to
which allele detection reagents are attached, electronic hardware
components, etc.) Accordingly, the present invention further provides
allele detection/identification kits and systems, including but not
limited to, packaged probe and primer sets (e.g., TAQMAN probe/primer
sets), arrays/microarrays of nucleic acid molecules, and/or beads that
contain one or more probes, primers, or other detection reagents for
detecting/identifying one or more alleles of the present invention. The
kits/systems can optionally include various electronic hardware
components; for example, arrays ("DNA chips") and microfluidic systems
("lab-on-a-chip" systems) provided by various manufacturers. Other
kits/systems (e.g., probe/primer sets) may not include electronic hardware
components, but can be comprised of, for example, one or more detection
reagents (along with, optionally, other biochemical reagents) packaged in
one or more containers.
In some embodiments, a kit of this invention typically contains one or
more detection reagents and other components (e.g., a buffer, enzymes such
as DNA polymerases or ligases, chain extension nucleotides such as
deoxynucleotide triphosphates, and in the case of Sanger-type DNA
sequencing reactions, chain terminating nucleotides, positive control
sequences, negative control sequences, etc.) necessary to carry out an
assay or reaction, such as amplification and/or detection of an
allele-containing nucleic acid molecule. In some embodiments of the
present invention, kits are provided that contain the necessary reagents
to carry out one or more assays to detect one or more alleles disclosed
herein. In some embodiments of the present invention, allele detection
kits/systems are in the form of nucleic acid arrays, or compartmentalized
kits, including microfluidic/lab-on-a-chip systems.
Allele detection kits/systems of this invention can contain, for example,
one or more probes, or pairs of probes, that hybridize to a nucleic acid
molecule at or near each target allele position. Multiple pairs of
allele-specific probes can be included in the kit/system to simultaneously
assay large numbers of alleles, at least one of which is an allele of the
present invention. In some kits/systems, the allele-specific probes can be
immobilized to a substrate such as an array or bead. The terms "arrays," "microarrays,"
and "DNA chips" are used herein interchangeably to refer to an array of
distinct polynucleotides affixed to a substrate, such as glass, plastic,
paper, nylon and/or other type of membrane, filter, chip, and/or any other
suitable solid support. The polynucleotides can be synthesized directly on
the substrate, or synthesized separate from the substrate and then affixed
to the substrate. In one embodiment, the microarray can be prepared and
used according to the methods described in U.S. Pat. Nos. 5,837,832,
5,807,522, PCT publication no. WO 95/11995, Lockhart et al. (1996) Nat.
Biotech. 14:1675-1680; and Schena et al. (1996) Proc. Natl. Acad. Sci.
93:10614-10619, all of which are incorporated herein in their entireties
by reference.
Any number of probes, such as allele-specific probes, can be implemented
in an array, and each probe or pair of probes can hybridize to a different
allele position. Polynucleotide probes can be synthesized at designated
areas (or synthesized separately and then affixed to designated areas) on
a substrate using a light-directed chemical process. Each DNA chip can
contain, for example, thousands to millions of individual synthetic
polynucleotide probes arranged in a grid-like pattern and miniaturized
(e.g., to the size of a dime). Preferably, probes are attached to a solid
support in an ordered, addressable array.
A microarray can be composed of a large number of unique, single-stranded
polynucleotides, usually either synthetic antisense polynucleotides or
fragments of cDNAs fixed to a solid support. Typical polynucleotides can
be about 6-601 nucleotides in length in some embodiments, about 15-30
nucleotides in length in other embodiments, and about 18-25 nucleotides in
length in yet other embodiments of this invention. For certain types of
microarrays or other detection kits/systems, oligonucleotides that are
only about 7-20 nucleotides in length can be used. In other types of
arrays, such as arrays used in conjunction with chemiluminescence
detection technology, probe lengths can be, for example, about 15-80
nucleotides, about 50-70 nucleotides in length, about 55-65 nucleotides in
length, and/or about 60 nucleotides in length. The microarray or detection
kit can contain polynucleotides that cover the known 5' or 3' sequence of
a gene/transcript or target allele site, sequential polynucleotides that
cover the full-length sequence of a gene/transcript; and/or unique
polynucleotides selected from particular areas along the length of a
target gene/transcript sequence.
Hybridization assays based on polynucleotide arrays rely on the
differences in hybridization stability of the probes to perfectly matched
and mismatched target sequence variants. For SNP genotyping, stringency
conditions used in hybridization assays can be high enough such that
nucleic acid molecules that differ from one another at as little as a
single SNP position can be differentiated (e.g., typical SNP hybridization
assays are designed so that hybridization will occur only if one
particular nucleotide is present at a SNP position, but will not occur if
an alternative nucleotide is present at that SNP position). Such high
stringency conditions can be used, for example, in nucleic acid arrays of
allele-specific probes for SNP detection. Such, high stringency conditions
are well known to those skilled in the art and can be found in, for
example, Current Protocols in Molecular Biology, John Wiley & Sons, N.Y.
(1989), 6.3.1-6.3.6.
In other embodiments, the arrays are used in conjunction with
chemiluminescence detection technology, as is known in the art (see, e.g.
U.S. Pat. Nos. 6,124,478, 6,107,024, 5,994,073, 5,981,768, 5,871,938,
5,843,681, 5,800,999, and 5,773,628, which describe methods and
compositions for performing chemiluminescence detection; and U.S. patent
publication no. 2002/0110828, which discloses methods and compositions for
microarray controls. All of these references are incorporated herein in
their entireties by reference.).
A polynucleotide probe can be synthesized on the surface of the substrate
by using a chemical coupling procedure and an ink jet application
apparatus, as described, for example, in PCT publication no. WO 95/251116,
which is incorporated herein in its entirety by reference. In another
aspect, a "gridded" array analogous to a dot (or slot) blot may be used to
arrange and link cDNA fragments or oligonucleotides to the surface of a
substrate using a vacuum system, thermal, UV, mechanical and/or chemical
bonding procedures. An array, such as described above, can be produced by
hand or by using available devices (slot blot or dot blot apparatus),
materials (any suitable solid support), and/or machines (including robotic
instruments), and may contain: 8, 24, 96, 384, 1536, 6144 or more
polynucleotides, or any other number which lends itself to the efficient
use of commercially available instrumentation.
Using such arrays and/or other kits/systems, the present invention
provides methods of identifying the alleles disclosed herein in a
biological test sample. Such methods typically involve incubating a sample
containing nucleic acid with an array comprising one or more probes
corresponding to at least one allele of the present invention, and
assaying for binding of a nucleic acid from the test sample with one or
more of the probes. Conditions for incubating a detection reagent (or a
kit/system that employs one or more such detection reagents) with a test
sample vary. Incubation conditions depend on such factors as the format
employed in the assay, the detection methods employed, and/or the type and
nature of the detection reagents used in the assay. One skilled in the art
will recognize that any one of the commonly available hybridization,
amplification and array assay formats can readily be adapted to detect the
alleles disclosed herein.
A detection kit/system of the present invention can include components
that are used to prepare nucleic acids from a test sample for the
subsequent amplification and/or detection of an allele-containing nucleic
acid molecule. Such sample preparation components can be used to produce
nucleic acid extracts (including DNA and/or RNA), proteins or membrane
extracts from any bodily fluids (such as blood, serum, plasma, urine,
saliva, phlegm, gastric juices, semen, tears, sweat, etc.), skin, hair,
cells (especially nucleated cells), biopsies, buccal swabs or tissue
specimens. The test samples used in the above-described methods will vary
based on such factors as the assay format, nature of the detection method,
and the specific tissues, cells or extracts used as the test sample to be
assayed. Methods of preparing nucleic acids, proteins, and cell extracts
are well known in the art and can be readily adapted to obtain a sample
that is compatible with the system utilized. Automated sample preparation
systems for extracting nucleic acids from a test sample are commercially
available (e.g., Qiagen's BIOROBOT 9600, Applied Biosystems' PRISM 6700,
and Roche Molecular Systems COBAS AmpliPrep System).
Another form of kit included in the present invention is a
compartmentalized kit. A compartmentalized kit includes any kit in which
reagents are contained in separate containers. Such containers include,
for example, small glass containers, plastic containers, strips of
plastic, glass or paper, or arraying material such as silica. Such
containers allow one to efficiently transfer reagents from one compartment
to another compartment such that the test samples and reagents are not
cross-contaminated, or from one container to another vessel not included
in the kit, and the agents or solutions of each container can be added in
a quantitative fashion from one compartment to another or to another
vessel. Such containers may include, for example, one or more containers
which will accept the test sample, one or more containers which contain at
least one probe or other SNP detection reagent for detecting one or more
SNPs of the present invention, one or more containers which contain wash
reagents (such as phosphate buffered saline, Tris-buffers, etc.), and one
or more containers which contain the reagents used to reveal the presence
of the bound probe or other SNP detection reagents. The kit can optionally
further comprise compartments and/or reagents for, for example, nucleic
acid amplification or other enzymatic reactions such as primer extension
reactions, hybridization, ligation, electrophoresis (preferably capillary
electrophoresis), mass spectrometry, and/or laser-induced fluorescent
detection. The kit can also include instructions for using the kit.
Exemplary compartmentalized kits include microfluidic devices known in the
art (e.g., Weigl et al. (2003) "Lab-on-a-chip for drug development" Adv
Drug Deliv Rev. 55(3):349-77). In such microfluidic devices, the
containers may be referred to as, for example, microfluidic
"compartments," "chambers," or "channels."
Microfluidic devices, which may also be referred to as "lab-on-a-chip"
systems, biomedical micro-electro-mechanical systems (bioMEMs), or
multicomponent integrated systems, are exemplary kits/systems of the
present invention for analyzing alleles. Such systems miniaturize and
compartmentalize processes such as probe/target hybridization, nucleic
acid amplification, and capillary electrophoresis reactions in a single
functional device. Such microfluidic devices typically utilize detection
reagents in at least one aspect of the system, and such detection reagents
may be used to detect one or more alleles of the present invention. One
example of a microfluidic system is disclosed in U.S. Pat. No. 5,589,136,
which describes the integration of PCR-amplification and capillary
electrophoresis in chips and which is incorporated by reference herein in
its entirety. Exemplary microfluidic systems comprise a pattern of
microchannels designed onto a glass, silicon, quartz, or plastic wafer
included on a microchip. The movements of the samples can be controlled by
electric, electroosmotic or hydrostatic forces applied across different
areas of the microchip to create functional microscopic valves and pumps
with no moving parts. Varying the voltage can be used as a means to
control the liquid flow at intersections between the micro-machined
channels and to change the liquid flow rate for pumping across different
sections of the microchip. See, for example, U.S. Pat. No. 6,153,073,
Dubrow et al., and U.S. Pat. No. 6,156,181, Parce et al.
For genotyping alleles of this invention, an exemplary microfluidic system
may integrate, for example, nucleic acid amplification, primer-extension,
capillary electrophoresis, and a detection method such as laser induced
fluorescence detection. In a first step of such an exemplary system,
nucleic acid samples are amplified, preferably by PCR. Then, the
amplification products are subjected to automated primer extension
reactions using ddNTPs (specific fluorescence for each ddNTP) and the
appropriate oligonucleotide primers to carry out primer extension
reactions that hybridize just upstream of the targeted allele. Once the
extension at the 3' end is completed, the primers are separated from the
unincorporated fluorescence ddNTPs by capillary electrophoresis. The
separation medium used in capillary electrophoresis can be, for example,
polyacrylamide, polyethyleneglycol or dextran. The incorporated ddNTPs in
the single nucleotide primer extension products are identified by
laser-induced fluorescence detection. Such an exemplary microchip can be
used to process, for example, at least 96 to 384 samples, or more, in
parallel.
As noted above, any of a variety of suitable techniques can be employed in
the methods of this invention for detection of an allele of this
invention. Such techniques can include, for example, the use of
restriction fragment length polymorphism (RFLP) analysis, mass
spectrometry (see also Ye et al., Hum. Mutat. 17(4):305 (2001), Chen et
al., Genome Res. 10:549 (2000)), nanotechnology protocols for genomic
characterization and any other protocol or technique now known or later
for use in identifying genomic characteristics, including any of a variety
of single nucleotide polymorphism (SNP) detection techniques now known or
later developed.
In particular, for the identification of single-nucleotide polymorphisms (SNPs)
in nucleic acid, various methods can be used, including, but not limited
to, fluorescence-based sequencing, hybridization high-density
variation-detection DNA chips, high performance liquid chromatography,
allele-specific oligonucleotide hybridization (ASOH), nick translation PCR,
PCR-ELISA ASO typing, dynamic allele-specific hybridization (DASH),
allele-specific inverse PCR (ASIP), inverse PCR-RFLP (IP-RFLP), single
stranded conformational polymorphism (SSCP) genotyping, bi-directional PCR
amplification of specific allele (bi-PASA), high-throughput SNP
genotyping, homogeneous allele-specific PCR based SNP genotyping,
molecular inversion probe genotyping, amplification refractory mutation
system (ARMS), locked nucleic (LN) SNP genotyping, molecular beacon
sequence analysis, high performance multiplex SNP analysis, amplified
fragment length polymorphism (AFLP), melting curve analysis of SNPs,
tetra-primer ARMS-PCR, ligase chain reaction, allele-specific polymerase
chain reaction; T.sub.m shift genotyping, and minisequencing.
In a particular embodiment, the present invention provides a primer pair
for detecting an APOE3 allele in a nucleic acid sample, wherein the primer
pair consists of an oligonucleotide comprising the nucleotide sequence
5'TAAGCTTGGCACGGCTGTCCAAGGA3' (SEQ ID NO:1) and an oligonucleotide
comprising the nucleotide sequence 5'ACAGAATTCGCCCCGGCCTGGTACACTGCCA3' {SEQ
ID NO:2). Also provided herein is a kit for detecting an APOE3 allele in a
nucleic acid sample, comprising the primer pair comprising SEQ ID NO:1 and
SEQ ID NO:2 and reagents for detection of nucleic acid.
Certain aspects of the invention are described in greater detail in the
non-limiting Example that follows.
EXAMPLES
The present study was conducted in a 16 bed surgical intensive care unit
at Duke University Medical Center. Following institutional board approval,
written informed consent was obtained from study participants or their
legal designates. All consenting adults (age.gtoreq.18 yrs) who underwent
major elective non-cardiac surgery, and who were scheduled to be directly
admitted to the surgical intensive care unit (SICU) postoperatively, were
eligible for enrollment. Patients who received non-autologous blood
transfusions, underwent organ transplantation in the year prior to
screening, or did not provide written informed consent were excluded. All
prospectively enrolled patients were monitored for development of sepsis
daily.
Diagnosis of sepsis syndrome was based on ACCP/SCCM consensus conference
criteria (Crit. Care Med. 20(6):864-874 (1992)), which requires two or
more of the following with infection as the underlying cause: body
temperature >38.degree. C. or <36.degree. C., heart rate>90 bpm,
respiratory rate>20/min, hyperventilation PaCO.sub.2<32 mmHg, and white
blood cell count>12,000/mm.sup.3 or <4000/mm.sup.3 (with immature
neutrophils>10%). Sepsis was the primary outcome of interest. Secondary
outcomes included length of ICU stay, mortality, and time spent on
mechanical ventilation.
Baseline and demographic data were collected on all patients. An Acute
Physiologic and Chronic Health Evaluation (APACHE II) score was obtained
at study entry (Knaus et al., Crit. Care Med. 13(10):818-829 (1985)).
Blood samples were collected in ACD (adenosine-citrate-dextrose) tubes,
coded and stored at -80.degree. C. DNA extraction employed a FLEXI GENE
DNA system (Qiagen, QI Amp, Valencia, Calif.) to isolate highly purified
DNA from whole blood. After extraction, DNA was stored at 4.degree. C.
with a chloroform overpass.
A polymerase chain reaction (PCR)-based assay was used to amplify a short
polymorphic region residing within coding sequences of the human APOE
gene. Each amplification reaction was performed using 20-100 ng of genomic
DNA, 1.0 pmol/ml of each primer, 10% dimethylsulfoxide, 1.5 mM MgCl.sub.2,
200 mM of each dNTP, 0.05 U/ml Taq DNA polymerase (Promega, Madison, Wis.)
and supplied buffer in a final volume of 15 .mu.l. The forward primer was
5' TAAGCTTGGCACGGCTGTCCAAGGA 3' (SEQ ID NO:1) and the reverse primer was
5' ACAGAATTCGCCCCGGCCTGGTACACTGCCA 3' (SEQ ID NO:2). An initial
denaturation at 94.degree. C. for 5 minutes was followed by 35 cycles of
annealing at 65.degree. C. for 0.5 minutes, extension at 70.degree. C. for
45 sec, denaturation at 94.degree. C. for 0.5 minutes, and a final
extension at 70.degree. C. for 10 minutes. Following amplification, a 5 .mu.l
mixture composed of 2-5 U of the restriction enzyme Hha I (Promega,
Madison, Wis.), 2.5 .mu.l of Hha I 10.times. buffer, and dH.sub.2O to a
final volume of 5 .mu.l, was added directly to each well and the reaction
incubated for 1-2 hours at 37.degree. C. Resultant DNA fragments were
resolved on a 6% nondenaturing polyacrylamide gel via electrophoresis for
one hour under constant current (45 mA). DNA fragments were stained with
SYBRGREEN (FMC Bioproducts, Rockland, Me.) and visualized using a Storm
PhosphorImager and Image Quant.TM. version 5.0 software (Amersham
Biosciences, Piscataway, N.J.). Hha I cleaves the 244 bp PCR product to
yield smaller fragments that allow recognition of characteristic patterns
following gel electrophoresis. Hha I cuts the APOE3 PCR product to
generate 91 bp, 48 bp and 35 bp fragments. The APOE4 allele produces
fragments of 72 bp, 48 bp and 35 bp in length, whereas the APOE2 allele
generates a 91 bp and 83 bp fragment that appears as a doublet.
A Pearson chi square test was used to test for independence between sepsis
status and APOE genotype. In addition to an overall test of independence
based on six APOE genotypes present in the sample, three separate
one-degree-of-freedom tests were carried out for genotypes defined by the
presence or absence of a particular APOE allele (APOE 2, APOE 3, or APOE
4). For each test, a 2.times.2 table was formed by collapsing APOE
genotypes into two groups, consisting of individuals bearing one or two
copies of a particular allele and individuals lacking a copy of that
allele. For a given APOE allele, this grouping corresponds to a dominant
model of gene action. Because some expected cell frequencies were small,
an exact p-value based on a permutation distribution rather than an
asymptotic chi-square distribution was used to assess statistical
significance (Good, Permutation Tests: A Practical Guide to Resampling
Methods for Testing Hypothesis, 2.sup.nd ed. New York, N.Y.: Springer-Verlag
(2000)) for all chi square tests.
A Wilcoxon's rank sum test was used to test for differences between
genotypes in mortality, length of time in ICU, length of time on
mechanical ventilation, and APACHE II score. Relative risks with 95%
confidence intervals are reported for genotypes defined by the presence or
absence of an APOE allele. Logistic regression was used to access
potential effects of age, race, gender and APACHE II score on association
between sepsis and APOE genotype. Based on preclinical evidence (Brown et
al., Free Radic. Biol. Med. 32(11):1071-1075 (2002); Colton et al., J.
Neuroimmunol. 147(1-2):62-67 (2004)), a test was run for interaction
between APOE genotype and gender using logistic regression.
All statistical analyses were performed using SAS version 8.02 (SAS
Institute, Cary, N.C.). Continuous variables are presented as
mean.+-.standard deviation and categorical variables are presented as
percentages.
Of 343 patients prospectively enrolled during an 8-month period, 34 (9.9%)
developed postoperative severe sepsis. Table 1 (see Original Patent)
presents demographic and clinical characteristics and comorbidities for 34
sepsis patients and 309 patients without sepsis. As expected, mean APACHE
II score, days on mechanical ventilation (expressed as days on the
ventilator, and as percent of patients on the ventilator) and days in the
ICU are higher in patients with sepsis compared with patients without
sepsis. Table 2 (see Original Patent) presents sites of infection and
causative organism. Among patients with severe sepsis, 26.5% had a
positive blood culture, compared with 3.9% of patients without severe
sepsis.
The distribution of APOE for patients with sepsis and patients without
sepsis is given in Table 3 (see Original Patent). The hypothesis of
independence for this table is rejected by a Pearson chi-square test (5 df,
p=0.015). Collapsing APOE genotypes into two groups based on the presence
or absence of a specified APOE allele results in three 2.times.2 tables.
Tests of independence for genotypes based on APOE 2, APOE 3 or APOE 4
yielded p values of 0.138, 0.014, and 1.00, respectively. Consequently,
genotypes based on the presence of the APOE 3 allele are not independent
of sepsis. Presence of at least one copy of the APOE3 allele was
associated with significantly reduced incidence of severe sepsis
(p=0.014). In contrast, genotypes based on the presence of APOE2 (p=0.138)
or APOE4 (p=1.0) alleles were not associated with incidence of severe
sepsis. The magnitude of genotypic effect in these data is illustrated in
FIG. 1, which shows estimates of the probability of sepsis based on
allele-specific APOE genotypes.
Odds ratios (OR) and 95% confidence intervals (CI) for genotype bearing
one or two copies of APOE 2, APOE 3 or APOE 4 are presented in FIG. 2. The
APOE3 allele has an OR of 0.295 (95% CI; 0.110-0.795). The observation
that the point estimate of the ratio of odds of sepsis for carriers of at
least one copy of APOE3 relative to the odds of sepsis with no copies of
the APOE allele 3 is less than 1, indicates that the APOE3 allele is
associated with a lower incidence of sepsis.
The effect of APOE3 genotype remained significant in logistic regression
models relating sepsis incidence to APOE genotype and individual
covariates of age, sex, race and APACHE II score. P values for the effect
of APOE3 genotype were 0.007, 0.004, 0.008 and 0.03 with age, sex, race,
and APACHE II score in the model, respectively.
To determine whether a lower incidence of sepsis translates into other
clinical benefits, length of ICU stay and other clinical parameters were
next examined. Length of ICU stay, evaluated as a secondary endpoint, was
also found to be correlated with APOE genotype, with the presence of the
APOE3 allele significantly associated with shorter ICU stay (p=0.02; FIG.
3). Although patients with the APOE3 allele had a lower median duration of
mechanical ventilation and lower APACHE II score, this did not achieve
statistical significance. The odds ratio for mortality with respect to
presence of APOE3 was 0.858 (95% CI 0.108-6.828), suggesting that APOE3
was protective. A test for interaction between APOE3 genotype and gender
was not significant (p=0.07).
In summary, this study demonstrates that APOE genotype influences
susceptibility to severe sepsis in an isoform-specific fashion. In
particular, the presence of the APOE3 allele is associated with
significant reduction in incidence of postoperative severe sepsis in a
cohort of patients undergoing elective noncardiac surgery.
Claim 1 of 16 Claims
1. A method of identifying a human
subject having a decreased risk of developing sepsis, comprising detecting
at least one copy of an apolipoprotein E3 (APOE3) allele in nucleic acid
of the subject, wherein the detection of at least one copy of an APOE3
allele in nucleic acid of the subject identifies the subject as having a
decreased risk of developing sepsis. ____________________________________________
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