Stimulus-Elicited Genomic Profile Markers of Alzheimer's Disease

Information

  • Patent Application
  • 20100021913
  • Publication Number
    20100021913
  • Date Filed
    July 28, 2009
    14 years ago
  • Date Published
    January 28, 2010
    14 years ago
Abstract
The present invention relates to a method for diagnosing Alzheimer's Disease (AD) using PKC-elicited gene expression profiles PKC-activation elicits different genomic profiles in AD cells, as compared with control cells, which can he used to diagnose AD and individuals at risk for developing AD.
Description
FIELD OF THE INVENTION

The present invention relates to a method for diagnosing Alzheimer's disease using PKC-elicited gene expression profiles.


BACKGROUND OF THE INVENTION

Alzheimer's disease (AD) is a neurodegenerative disorder characterized by the progressive decline of memory and cognitive functions. Dementia associated with AD is referred to as senile dementia of the Alzheimer's type (SDAT) in usage with Alzheimer's disease. AD is characterized clinically by progressive loss of memory, cognition, reasoning, judgment, and emotional stability that gradually leads to profound mental deterioration and ultimately, death. Although there are many hypotheses for the possible mechanisms of AD, one central theory is that the excessive formation and accumulation of toxic beta-amyloid (Aβ) peptides either directly or indirectly affects a variety of cellular events and leads to neuronal damage and cell death (Selkoe, Neuron. 1991; 6(4):487-98 1991; Selkoe, J Clin Invest. 2002; 110(10):1375-81).


AD is a progressive disorder with a mean duration of around 8-15 years between onset of clinical symptoms and death. AD is believed to represent the seventh most common medical cause of death and affects about 5 million people in the United States. The prevalence is expected to reach 7.7 million by 2030. About 1 in 8 people over the age of 65, 13% of this population, have AD (Alzheimer's Association 2008 Alzheimer's Disease Facts and Figures). AD currently affects about 15 million people world-wide (including all races and ethnic groups) and owing to the relative increase of elderly people in the population its prevalence is likely to increase over the next two to three decades. AD is at present incurable.


To date, there is limited opportunity for prophylactic intervention for AD because of insufficient diagnostic methods. At present, a definitive diagnosis of AD requires observing lesions in the brain tissue of patients post-mortem or, rarely, in small biopsied samples of brain tissue taken during an invasive neurosurgical procedure. Nevertheless, physicians routinely attempt to distinguish AD from other forms of dementia based on a battery of symptoms, relying on the known correlation between such symptoms and the lesions observed in biopsies. Tests currently used to diagnose AD include combinations of qualitative questionnaires such as the Mini-Mental State Examination (MMSE), the Mini-Cognitive Examination, and the AD Cooperative Study-Activities of Daily Living Scale (ADCS-ADL); physical and neurological evaluation; and structural (MRI, CT) and functional brain imaging (PET; FDG-PET). These tests are typically conducted to rule out other disease or conditions rather than to provide a definitive diagnosis of AD.


Some methods exist for detecting pathogenic biomarkers for AD, such as Aβ, Tau, and Neural thread protein/AD7C in living subjects. For example, detection of Aβ in a living subject include direct (imaging) or indirect (biochemical) detection. In vivo imaging of Aβ can be achieved using radioiodinated flavone derivatives as imaging agents (Ono et al., J Med Chem. 2005; 48(23):7253-60) and with amyloid binding dyes such as putrescein conjugated to a 40-residue radioiodinated A peptide (yielding 125I-PUT-A 1-40). This agent was shown to cross the blood-brain barrier and bind to Aβ plaques (Wengenack et al., Nature Biotechnology. 2000; 18(8): 868-72). Imaging of Aβ also was shown using stilbene [11C]SB-13 and the benzothiazole [11C]6-OH-BTA-1 (also known as [11C]PIB) (Nicholaas et al., Am J Geriatr Psychiatry. 2004; 12:584-595).


Quantitation of Aβ (1-40) in the peripheral blood also has been demonstrated using high-performance liquid chromatography coupled with tandem mass spectrometry in a linear ion trap (Du et al., J Biomol Tech. 2005; 16(4):356-63). Detection of single Aβ protein aggregates in the cerebrospinal fluid of Alzheimer's patients by fluorescence correlation spectroscopy also has been described (Pitschke et al., Nature Medicine. 1998; 4: 832-834). U.S. Pat. No. 5,593,846 describes a method for detecting soluble Aβ. Indirect detection of Aβ peptide and receptor for advanced glycation end products (RAGE) using antibodies also has been described. Lastly, biochemical detection of increased BACE-1 activity in cerebrospinal fluid using chromogenic substrates also has been postulated as diagnostic or prognostic indicator of AD (Verheijen et al., Clin Chem. 2006; 52:1168-1174). Other methods include detection of Tau, and Neural thread protein/AD7C in the cerebrospinal fluid.


In an attempt to improve treatment and diagnosis of AD, numerous gene-expression profiles have been generated to compare genes expressed in post-mortem brain tissue with those expressed normal brain tissue using various techniques including microarray laser capture microdissection (Loring et al., DNA and Cell Biology. 2001; 20(11): 683-95; Mufson et al., Neurochem. Res. 2003; 27(10): 1035-48; Dunckley et al., Neurobiol Aging. Oct. 1, 2005; Brooks et al., Brain Res. 2007; 1127(1):127-35; Liang et al., Physiological Genomics. 2008; 33:240-256; Liang et al., Proc Natl Acad Sci USA. Mar. 10, 2008); Some gene-expression profiles using peripheral tissues, such as lymphocytes or fibroblasts, also have been generated in an attempt to identify gene expression profiles associated with familial (inherited) AD or evaluate the effect of a potential treatment on differentially expressed genes (Nagasaka et al., Proc. Natl. Acad. Sci. USA . 2005; 102(41): 14854-14859).


Current diagnostic measures for AD include identification of a clinical core of early, progressive and significant episodic memory loss plus one or more abnormal biomarkers (biological indicators) characteristic of AD, including atrophy (wasting) of the temporal lobe as shown on MRI; abnormal Aβ protein concentrations in the cerebrospinal fluid; a specific pattern showing reduced glucose metabolism on PET scans of the brain; and a genetic mutation associated with within the immediate family.


Like the physical and mental examinations, the foregoing methods are not yet totally reliable or accurate for a diagnosis of Alzheimer's because the same gene patterns are found in other diseases or conditions. As a result, the costs of diagnosing AD are enormous because of the numerous tests and specialists involved and because the inability to diagnose Alzheimer's in early stages precludes patients and their families from adequately planning for the future, increasing costs for long-term care. In addition, estimates rates of misdiagnoses or no definitive diagnosis are in the range of 50-75%.


There remains a need for a simpler way to achieve more definitive diagnoses of AD that are less expensive and invasive, more accurate, and which can be used at an earlier stage for quicker intervention. Importantly, because the neurodegenerative process and substantial cell loss likely begins well before manifestation of the cognitive symptoms of AD, an effective diagnostic test that could more accurately diagnose AD, including early AD and even a pre-disposition to AD, would be invaluable.





BRIEF DESCRIPTION OF THE DRAWINGS


FIG. 1. FIG. 1 depicts the decreased expression of certain genes in PKC-activated AD cells compared with PKC-activated control cells according to the method of the present invention.



FIG. 2. FIG. 2 depicts the increased expression of certain genes in PKC-activated AD cells compared with PKC-activated control cells according to the method of the present invention.





DETAILED DESCRIPTION

The invention provides methods for diagnosing Alzheimer's disease (AD). These methods are based upon detecting changes in gene expression following activation of protein kinase C (PKC). Protein kinase C (PKC) is one of the largest gene families of protein kinase (Liu and Heckman, Cell Signal. 1998; 10:529-542). Several PKC isozymes are expressed in the brain, including PKC, PKCβ1, PKCβ2, PKCδ, PKCε, and PKCγ. PKC is primarily a cytosolic protein, but with stimulation it translocates to the membrane. PKC has been shown to be involved in numerous biochemical processes relevant to Alzheimer's disease. Deficits of PKC isoforms have been found in AD brain tissue and in fibroblasts from AD patients. PKC also activates TNF-alpha converting enzyme (TACE), which is an enzyme that is involved in the proteolytic conversion of membrane-bound amyloid precursor protein (APP) to its non-pathogenic soluble form, known as soluble APP-alpha or sAPPalpha (Alkon et al., Trends in Pharmacological Sciences. 2007; 28(2): 51-60; Hurtado et al., Neuropharmacology. 2001; 40(8): 1094-1102). These sAPPα-producing enzymes are referred to generically as alpha-secretases. Activation of TACE by PKC also reduces cellular levels of pathogenic Aβ, which is produced by cleavage of APP by the beta-secretase enzyme (BACE). This is likely due to the fact that the TACE cleavage site is within the Aβ domain of APP. Overexpression of PKCε has been shown to selectively increased the activity of endothelin-converting enzyme, which degrades Aβ (Choi et al., Proc. Natl. Acad. Sci. USA. 2006; 103(21): 8215-8220). Moreover, studies have demonstrated that one PKC activator, bryostatin-1, reduces the levels of soluble Aβ and enhances recent memory (Etcheberrigaray et al., Proc Natl Acad Sci USA. 2004; 101(30):11141-6; U.S. Pat. No. 6,825,229).


In addition, other studies have demonstrated that the translocated PKC can phosphorylate glutamate receptors, including NMDA receptors, as well as other proteins that are located in the postsynaptic density (Suzuki et al., Brain Res. 1993; 619:69-75). PKC has several impacts on NMDA receptors (MacDonald et al., Curr Drug Targets. 2001; 2:299-312). Specifically, PKC enhances the surface expression of NMDA receptors (Xiong et al., Mol Pharmacol. 1998; 54:1055-1063; Lan et al., Nat Neurosci. 2001; 4:382-390). Calcium flux through NMDA receptors is thought to play a critical role in synaptic plasticity, a cellular mechanism for learning and memory. One of the drugs approved to treat AD, memantine, binds to the NMDA receptor and inhibit the prolonged influx of calcium ions which forms the basis of neuronal excitotoxicity in AD.


Because the various PKC isozymes are involved in AD, the detection of Alzheimer's disease-specific differences in PKC-elicited gene expression and function in peripheral tissues provides the basis for highly practical and efficient tests for the early diagnosis of Alzheimer's disease, and provide a basis for identifying targets for therapeutic drug development.


Definitions

Protein Kinase C refers to any isoforms of PKC encoded by a PKC gene. The PKC gene family consists presently of 11 genes which are divided into four subgrounds: 1) classical PKCα (alpha), β1, β2 (beta) (β1 and β2 are alternatively spliced forms of the same gene) and γ (gamma), 2) novel PKCδ (delta), ε (epsilon), η (eta) and 0 (theta), 3) atypical PKCξ (zeta), λ (lambda), η (eta) and ι (iota) and 4) PKCμ (mu). The α, β1, β2, and γ isoforms are calcium ion dependent, phospholipid and diacylglycerol-dependent and represent the classical isoforms of PKC, whereas the other isoforms are activated by phospholipid and diacylglycerol but are not dependent on calcium. All isoforms encompass 5 variable (V1-V5) regions, and the α, β1, β2, and γ isoforms contain four (C1-C4) structural domains which are highly conserved. All isoforms except PKC α, β1, β2, and γ lack the C2 domain, and the λ, η isoforms also lack nine of two cysteine-rich zinc finger domains in C1 to which diacylglycerol binds. The C1 domain also contains the pseudosubstrate sequence which is highly conserved among all isoforms, and which serves an autoregulatory function by blocking the substrate-binding site to produce an inactive conformation of the enzyme (House et al., Science. 1997; 238:1726-1728).


The term “Alzheimer's Disease” or “AD” refers to any condition where Aβ and/or neurofibrillary tangles eventually accumulates in the cells of the central nervous system, which accumulation that cannot be attributed to other disease or conditions such as CAA. AD may be heritable in a Familial manifestation, or may be sporadic. As used herein, AD includes Familial, Sporadic, as well as intermediates and subgroups thereof based on phenotypic manifestations. In addition, this term includes the development of Aβ in subjects having Down's Syndrome.


The term “Sporadic AD” refers to AD that develops later in life, usually after the age of about 65, and is not associated with a family history of AD or a mutation in a gene identified as being a risk factor for AD.


The term young-onset refers to AD that occurs in a person under age about 65. Young-onset includes but is not limited to Familial AD.


Familial AD refers to AD associated with inherited mutations in the presenilin-1 gene (PSEN-1), presenilin-2 gene (PSEN-2); the gene encoding Amyloid beta precursor protein (APP), and/or the gene encoding apolipoprotein E (APOE).


Early-stage AD refers to the stage of AD associated with moderate symptoms of cognitive decline such as memory loss or confusion. Memory loss or other cognitive deficits are noticeable, yet the person can compensate for them and continue to function independently. This stage correlates with Stage 4 of the Functional Assessment Staging (FAST) scale or mild AD according to the criteria defined in the Diagnostic and Statistical Manual of Mental disorders, 4th Edition (DSM-IV-TR) (published by the American Psychiatric Association), NINCDS-ADRDA, or MMSE.


Mild Cognitive Impairment (MCI) refers to a transition stage between the cognitive changes of normal aging and AD. A subject with MCI has cognitive impairments beyond that expected for their age and education, but that do not interfere significantly with their daily activities. A person with MCI may have impairments with memory, language, or another mental function. Not all subjects with MCI develop AD. As used herein, a subject with MCI is considered at risk for developing AD.


Other risk factors for AD are advancing age, mutations in PSEN-1, PSEN-2, APP and APOE, and


As used herein, the term “subject” means a mammal. In one embodiment, the subject is a human.


The term “normal subject,” as used herein, is relative to AD. That is, the subject does not exhibit AD, is not diagnosed with the specified disease, and is not at risk for developing the disease.


“Peripheral tissue” refers to a tissue that is not derived from neuroectoderm, and specifically includes olfactory epithelium, tongue, skin (including dermis and/or epidermis), and mucosal layers of the body.


The term “differentially expressed” or “differential expression” as used herein refers to a measurement of a cellular constituent varies in two samples, a control sample and a test sample. The cellular constituent can be either upregulated in the experiment relative to the control or downregulated in the experiment relative to the control sample.


As used herein, the phrase “detecting the level of expression” includes methods that quantitate expression levels as well as methods that determine whether a gene of interest is expressed at all. The detection can be qualitative or quantitative. In one specific embodiment, the differential expression is statistically significant


As used herein, “upregulating” or “upregulation” means detecting an increased the amount or activity of a gene or gene product relative to a baseline or control state, through any mechanism including, but not limited to increased transcription, translation and/or increased stability of the transcript or protein product. Increased expression in a test cell includes a situation where the corresponding gene in a control cell is either unchanged by PKC activation or is downregulated in response to PKC activation.


As used herein, “down regulating” or “downregulation” refers to detecting a decrease in the amount or activity of a gene or gene product relative to a baseline or control state, through any mechanism including, but not limited to decreased transcription, translation and/or decreased stability of the transcript or protein product. Decreased expression in a test cell includes a situation where the corresponding gene in a control cell is either unchanged by PKC activation or is upregulated in response to PKC activation.


A “change in gene expression” refers to detection of upregulation or downregulation.


The term “microarray” or “nucleic acid microarray” refers to a substrate-bound collection of plural nucleic acids, hybridization to each of the plurality of bound nucleic acids being separately detectable. The substrate can be solid or porous, planar or non-planar, unitary or distributed. Microarrays or nucleic acid microarrays include all the devices so called in Schena (ed.), DNA Microarrays: A Practical Approach (Practical Approach Series), Oxford University Press (1999); Nature Genet. 21(1)(suppl.)1-60 (1999); Schena (ed.), Microarray Biochip: Tools and Technology, Eaton Publishing Company/BioTechniques Books Division (2000). These microarrays include substrate-bound collections of plural nucleic acids in which the plurality of nucleic acids are disposed on a plurality of beads, rather than on a unitary planar substrate, as is described, inter alia, in Brenner et al., Proc. Natl. Acad. Sci. USA 2000; 97(4):1665-1670.


The terms “about” and “approximately” shall generally mean an acceptable degree of error for the quantity measured given the nature or precision of the measurements. Typical, exemplary degrees of error are within 20 percent (%), preferably within 10%, and more preferably within 5% of a given value or range of values. Alternatively, and particularly in biological systems, the terms “about” and “approximately” may mean values that are within an order of magnitude, preferably within 5-fold and more preferably within 2-fold of a given value. Numerical quantities given herein are approximate unless stated otherwise, meaning that the term “about” or “approximately” can be inferred when not expressly stated.


DESCRIPTION OF EMBODIMENTS

In one embodiment, the invention provides a method of diagnosing AD by detecting differences in the expression levels of genes in cells from a subject suspected of developing or having AD, in response to stimulation with a PKC activator (“test cells”), compared to expression of the same genes in normal control cells (“control cells”) following stimulation with a PKC activator. In a specific embodiment, the control cells are derived age-matched control subjects and are stimulated with the same PKC activator as the test cells.


In another embodiment of the invention, increased gene expression in PKC-stimulated test cells compared to PKC-stimulated control cells (upregulation) indicates the presence of AD. In another aspect, decreased gene expression in stimulated test cells compared to PKC-stimulated control cells (downregulation) indicates the presence of AD. In a third aspect, absence of increased gene expression in stimulated test cells compared to PKC-stimulated control cells indicates the presence of AD. In a fourth aspect, absence of decreased expression in stimulated test cells compared to PKC-stimulated control cells indicates the presence of AD.


In another specific embodiment, the present invention provides a method for diagnosing early-stage AD by detecting the differential changes in gene expression. In specific embodiments, the method of the invention can be used to distinguish Alzheimer's pathology or dementia from that associated with other forms of dementia, such as frontotemporal degenerative dementias (e.g., Pick's disease, corticobasal ganglionic degenerations, and frontotemporal dementia), Huntington's disease, Creutzfeldt Jakob disease, Parkinson's disease, cerebrovascular disease, head trauma, and substance abuse.


In a further embodiment, the invention provides a method of evaluating disease progression by applying the methods to two or more samples from the same patient taken on separate occasions. This embodiment can also be used to evaluate the effect of any AD treatment administered after the first sample is taken but before the send sample is taken. Exemplary AD treatments that can be evaluated include Namenda® (memantine), Aricept® (donapazil) and Razadyne® (galantamine), an Exelon® (rivastigmine).


The present invention further provides a method of screening therapeutic substances for the treatment or prevention of AD by evaluating the effects of a test agent on the differential expression of genes according to the methods described herein.


In another embodiment, the present invention provides kits to carry out the diagnostic method of the present invention.


Table 1 provides the GenBank accession number for the genes identified to be down-regulated in the AD cells compared with the control cells. Table 2 provides the GenBank accession number for the genes identified to be upregulated in the AD cells compared with the control cells. Table 3 provides the specific genes and their relationship(s), and molecular biological and cellular functions.


In specific embodiments, the diagnostic method of the present invention comprises detecting differential expression in the control sample and the test sample of at least two genes listed in Table 1 or Table 2 in Example 1, below. In another specific embodiment, the diagnostic method of the present invention comprises detecting differential expression in the control sample and the test sample of at least five genes listed in Table 1 or Table 2. In a further specific embodiment, the diagnostic method of the present invention comprises detecting differential expression in the control sample and the test sample of at least ten genes listed in Table 1 or Table 2. In yet a further specific embodiment, the diagnostic method of the present invention comprises detecting differential expression in the control sample and the test sample of at least fifteen genes listed in Table 1 or Table 2. The specific genes and their relationship(s), molecular biological and cellular functions are described in Table 3.


Biological Samples

The present invention provides methods for the diagnosis of Alzheimer's disease using cells from subjects suspected of being at risk for developing AD or suspected of having AD. In the methods of the invention, the cells that are taken from the subject include any viable cells. In one embodiment, the cells are from peripheral tissues, i.e., non-neural tissue. In further specific embodiments, the tissue is skin, blood, mucosa, or cerebrospinal fluid.


In another specific embodiment, the cells are fibroblasts, epithethial cells, endothelial cells, or hematopoietic cells including lymphocytes. In a further specific embodiment, the cells are skin epithelial cells, skin fibroblast cells, blood cells or buccal mucosa cells. The cells may be fresh, cultured, or frozen prior to analysis. In a specific embodiment, a punch skin biopsy can be used to obtain skin fibroblasts from a subject. These fibroblasts are analyzed directly or introduced into cell culture conditions. In another specific embodiment, the cells are isolated from excised using laser capture microdissection to obtain a homogenous population of cells of the same type.


PKC Activators

The method of the present invention contemplates using any compound known to have the ability to activate PKC. PKC activators are known in the art and include bradykinin, phorbol esters such as phorbol 12-myristate 13-acetate (PMA), phorbol 12,13-dibutyrate (PDBu), phorbol 12,13-didecanoate (PDD), bombesin, cholecystokinin, thrombin, prostaglandin F2α and vasopressin. Other PKC activators include natural and unnatural diacylglycerols (DAG), including diacylglycerols with various fatty acids in the 1,2-sn configuration are active. In a specific embodiment, the DAG contains an unsaturated fatty acid. In one embodiment, the PKC activator is a macrocyclic lactone, including but not limited to those in bryostatin compound class and neristatin compound class. In another embodiment, the PKC activator is a benzolactam. In a further embodiment, the PKC activator is a pyrrolidinone. In a specific embodiment, the macrocyclic lactone is bryostatin. In a more specific embodiment, the bryostatin is bryostatin-1, -2, -3, -4, -5, -6, -7, -8, -9, -10, -11, -12, -13, -14, -15, -16, -17, or- 18.


The present invention also contemplates diagnoses of AD by detecting changes in gene expression in cells contacted with PKC activators selective for a specific isoform or isoforms of PKC. For example, benzolactam activates PKC α, β and γ. Bryostatin-1 selectively activates PKCα. Bradykinin activates PKCα, -δ, and -ζ. PKCε and η have been showed to be activated upon the administration of nitric oxide donors such as diethylenetriamine/NO (DETA/NO) and S-nitroso-N-acetylpenicillamine (SNAP) diethylenetriamine/NO (DETA/NO) and S-nitroso-N acetylpenicillamine (SNAP) (Balafanova et al., J. Biol. Chem. 2002; 277(17): 15021-15027). More recently, polyunsaturated fatty acid derivatives have been shown to selectively activate PKCε.


Exemplary concentrations of PKC activators that can be used to stimulate cells according to the methods of the present invention at a range of about 0.01 nM to 100 μM, preferably, 0.5 nM to 10 μM, more preferably 1 nM to 1 μM, and most preferably 10 nM to 500 nM.


Gene Expression Profiling

Methods of evaluating changes in gene expression are well known in the art. The present invention contemplates both low-throughput methods such as Northern Blotting, in situ hybridization, and reverse transcription quantitative polymerase chain reaction (RVQ-PCR), and high-throughput methods such as microarrays and SAGE to detect differential gene expression. Preferably, detection is conducted using automatic, computerized equipment in a high-throughput setting, such as microarray technology. Such high-throughput equipment are commercially available, and techniques are well-known in the art.


In one specific embodiment, the method of the present invention provides detecting the gene transcript such as mRNA, including microRNA, cDNA or cRNA. The transcript can be from both coding and non-coding regions of the gene. The transcript can be detected in situ in the cell or in purified form extracted from the cell. In a specific embodiment, the nucleic acid is isolated and purified from the cell and then used in the gene expression assay.


In another embodiment, the method of the present invention provides detecting the protein product, or portion thereof, expressed from a gene transcript. Protein-based assays are also well-known in the art and include low-throughput methods such as Western blotting and ELISA, and high throughput protein microarrays.


In a further embodiment, the method of the present invention further comprises detecting the activity or activation state of the detected protein product, such as the phosphorylation of given protein.


In a specific embodiment of the invention, gene transcripts (e.g., cDNAs) from two different cells are hybridized to the binding sites of known gene transcripts on a microarray, one which is the test cell that has been stimulated with PKC activator and another the control cell, preferably of the same cell type, which has been stimulated with a PKC activator, preferably the same PKC activator. The nucleic acid derived from each of the two cell types are differently labeled so that they can be distinguished. Use of microarrays to evaluate differentially expressed transcripts are well known. See, e.g., U.S. Pat. No. 6,973,388. This technique typically involves preparing or purchasing microarrays containing known cDNA transcripts, extracting and labeling RNA from test cells, hybridizing the test RNA to the array, detecting and visualizing signal, performing statistical analysis on the results, and, optionally, validating the microarray results using low-throughput techniques.


Pre-made cDNA microarrays are commercially available from e.g., Affymetrix® (Santa Clara, Calif.), Agilent Technologies® (Santa Clara, Calif.) and AlphaGene® (Woburn, Mass.). These include whole genome arrays and targeted subsets of known genes.


In another specific embodiment, differential expression of genes is detected using serial analysis of gene expression (SAGE). SAGE quantitatively determines the amount of times a small portion of a specific mRNA transcript is expressed (a tag). The output of SAGE is a list of short sequence tags and the number of times it is observed. The major difference between microarray hybridization and serial analysis of gene expression (SAGE) techniques is that the latter does not require prior knowledge of the sequences to be analyzed; SAGE is a sequencing-based gene expression profiling technique.


In one embodiment of the invention, the test cells will demonstrate an observable difference in the level of expression of one or more genes compared with the level of expression of the same gene or genes in the control cells. In a specific embodiment, the differential expression is quantitative. In a further embodiment, the level gene expression detected in the test cells is about 1-fold, 2-fold, 5-fold, 10-fold and 100-fold upregulated or downregulated compared to the control cells.


Screening Methods for Therapeutics

In yet a further aspect, this invention relates to methods of screening therapeutic substances for the treatment or prevention of AD using the diagnostic tests described herein. According to this embodiment, compounds which reverse or improve the observed differences in gene expression described herein (i.e. back to or toward levels found in PKC-activated control cells) would be identified and selected as a substance potentially useful for the treatment or prevention of AD.


In one embodiment, the screening method comprises the steps of contacting cells from a subject that has been diagnosed with AD with a test compound for a period of time, followed by contacting the cells with an agent that is a PKC activator, and determining whether the test compound alters the differential expression of the genes identified according to the methods of the present invention towards levels observed in control cells from normal subjects.


In a specific embodiment, the cells contacted with the test compound are derived from a subject diagnosed with AD according to the methods of the present invention.


Kits

This invention also relates to kits comprising products useful for carrying out the diagnostic methods of the invention. The kits may also include instruments, buffers and storage containers necessary to perform one or more biopsies, such as punch skin biopsies. The kits can include high-density oligonucleotide arrays, reagents for use with the arrays, signal detection and array-processing instruments, gene expression databases and analysis and database management software. The kits may also contain instructions relating to the identification of differentially expressed genes used for the AD diagnosis.


As stated previously, the kits may contain a single diagnostic test or any combination of the tests described herein. All of the differences disclosed herein between control and AD cells form the basis for the clinical tests and diagnostic kits for AD disease diagnosis, as well as the methods of screening compounds for treatment or prevention of AD disclosed herein.


Combination Diagnostic Methods

It is contemplated that the diagnostic methods of the present invention may be used in combination with any other diagnostic methods. Exemplary methods include physical and neurological evaluation; biomarker detection; and structural (MRI, CT) and functional brain imaging (PET; FDG-PET).


As one example, the methods of the present invention can be used in combination with evaluating mutations in the genes known to be involved in Familial AD. Additional methods of diagnosing AD are described in U.S. Pat. Nos. 6,080,582 and 6,300,085 to Alkon et al., which methods detect the absence of potassium ion channels in the cells of an AD patient, differences in intracellular calcium ion concentration in AD and non-AD cells in response to potassium channel blockers specific for the potassium ion channel that is absent in the cells of an AD patient, and differences between AD and non-AD cells in response to activators of intracellular calcium release such as activators of inositol-1,4,5-trisphosphate (IP3). Additional diagnostic methods are described in application publication number WO2007/047029 to Alkon et al. directed to diagnosing AD in a subject by detecting alterations in the ratio of specific phosphorylated MAP kinase proteins (Erk1/Erk 2) in cells after stimulation with a PKC activator. See also, Zhao et al., Neurobiol Dis. October 2002; 11(1):166-83.


EXAMPLES
Example 1
Determination of Differentially-Expressed Genes in PKC-Activated AD Cells

This example describes the identification of differentially-expressed genes in AD cells according to the method of the present invention.


Materials and Methods

Bradykinin (BK; molecular weight, 1,060.2) was purchased from Calbiochem (San Diego, Calif.).


Skin Fibroblast Cell Culture. Human skin fibroblast cell culture systems were used for these studies. Banked skin fibroblasts cells with the diagnoses AD and age-matched control from the Coriell Institute of Medical Research were cultured (supplemented with 10% serum and penicillin/streptomycin) at 37° C. with 5% CO2 to the 90-100% confluence stage in 25-ml cell culture flasks. Cells were “starved” in serum-free medium (DMEM) for 24 h. A solution of 10 nM BK (in DMSO) was prepared in DMEM with 10% serum. Seven milliliters of the 10 nM BK solution was added to the culture flasks and incubated at 37° C. for 10 min. For the controls, the same amount of DMSO was added in DMEM with 10% serum. Seven milliliters of this medium with DMSO (<0.01%) was added to the culture flasks and incubated at 37° C. for 10 min. After washing four times with cold (4° C.) 1×PBS, flasks were kept in a dry ice/ethanol mixture for 15 min. Flasks were then removed from the dry ice/ethanol mixture, and the cells were treated with trypsin-EDTA (Invitrogen), centrifuged 400×g for 5 min, and the pellets were washed twice in PBS. The pellets were then quickly frozen in ethanol-CO2 ice and transferred to −70° C.


Total RNA was then isolated from the cultured fibroblast pellets using an RNeasy mini kit (Qiagen, Hilden, Germany) according to the manufacturer's protocol, which typically a yield of 5-10 μg of RNA per 106 cells. Nucleic acid was extracted from the cells according to standard procedures.


Microarray Analysis. For microarray probing, reverse transcription, second-strand synthesis, and probe generation were performed according to the GeneChip Expression Analysis Technical Manual (Affymetrix, Santa Clara, Calif.). The generated probe was subjected to hybridization to oligonucleotide DNA chips, Human Genome U133A (Affymetrix). The arrays were scanned with a GeneArray Scanner (Hewlett-Packard). Image Analysis and Data Quality Control. Scanner output image files were normalized and filtered by using MICROARRAY SUITE 5.0 software (Affymetrix). Normalization was performed by global scaling, with the arrays scaled to an arbitrary signal intensity value of 100. The detection metric (Presence or Absence calls) and decision of significant gene expression for a particular gene (probe set) was determined by using default parameters in the MICROARRAY SUITE 5.0 software.


Table 1 shows the genes down-regulated in AD cell lines following bradykinin stimulation but either activated or unchanged following bradykinin stimulation in age matched controls. Table 2 shows the genes up-regulated in AD cell lines following bradykinin stimulation but either down-regulated or unchanged following bradykinin stimulation in age matched controls. Table 3 provides the specific genes and their relationship(s), and molecular biological and cellular functions.









TABLE 1







Genes Down-regulated in AD










GenBank
%


Gene encoding
Accession No.
CHANGE













Homo sapiens adaptor protein with pleckstrin homology and src

NM_020979.1/DEF
99


homology 2 domains (APS), mRNA



Homo sapiens , KIAA1080 protein; Golgi-associated, gamma-adaptin

BC000284.1/DEF
64


ear containing, ARF-binding protein 2, clone MGC: 1002, mRNA,



Homo sapiens sodium channel, voltage-gated, type I, beta polypeptide

NM_001037.1/DEF
51


(SCN1B), mRNA.



Homo sapiens phosphoserine phosphatase-like (PSPHL), mRNA.

NM_003832.1/DEF
77



Homo sapiens hypothetical protein FLJ12455 (FLJ12455), mRNA.

NM_022078.1/DEF
73


Hs.50283 ESTs, Weakly similar to DUS8_HUMAN DUAL
AI492892
74


SPECIFICITY PROTEIN PHOSPHATASE 8 H. sapiens


Hs.112451 ESTs
T86629
76


Hs.72325 Human DNA sequence from clone RP1-187J11 on
AW418666
79


chromosome 6q11.1-22.33. Contains the gene for a novel protein


similar to S. pombe and S. cerevisiae predicted proteins, the gene for a


novel protein similar to protein kinase C inhibitors, the 3 end of the


gen


Hs.104613 RP42 homolog
AW468880
69



Homo sapiens protein kinase, AMP-activated, beta 2 non-catalytic

NM_005399.1/DEF
72


subunit (PRKAB2), mRNA.


Hs.294141 ESTs, Weakly similar to alternatively spliced product using
BF433071
75


exon 13A H. sapiens



Homo sapiens similar to CG9578 gene product (MGC3794), mRNA

NM_152902.1
61


Hs.1742 IQ motif containing GTPase activating protein 1
AI679073
88



Homo sapiens paired mesoderm homeo box 1 (PMX1), transcript

NM_006902.2/DEF
66


variant pmx-1a, mRNA.


Hs.20237 DKFZP566C134 protein
BF000166
85



Homo sapiens ATPase, Ca++ transporting, plasma membrane 4

NM_001684.1/DEF =
87


(ATP2B4), mRNA.


Hs.127478 ESTs, Weakly similar to T32252 hypothetical protein
AI813654
79


T15B7.2


Hs.50283 ESTs, Weakly similar to DUS8_HUMAN DUAL
AI492892
74


SPECIFICITY PROTEIN PHOSPHATASE 8 H. sapiens
















TABLE 2







Genes Up-regulated in AD










GeneBank
%


Gene Encoding
Accession No.
CHANGE












Hs.69559 K1AA1096 protein
AW238632
46


Hs.283732 ESTs
AW611729
97


Hs.103189 lipopolysaccharide specific response-68 protein
AV740879
154


Hs.6019 Homo sapiens cDNA: FLJ21288 fis, clone COL01927
AA639752
475



Homo sapiens full length insert cDNA clone

AP088033
74


Hs.9977 ESTs
AW182938
155


Hs.214646 KIAA0447 gene product
AL031282
150


Hs.78893 KIAA0244 protein
BF430956
61


Hs.42699 ESTs
AW956580
56


Hs.3640 Homo sapiens mRNA
AI394529
60


Hs.30957 Homo sapiens mRNA; cDNA DKFZp434E0626
AL137364.1
86



Homo sapiens forkhead box F2 (FOXF2), mRNA.

NM_001452.1
97


K1AA1483 protein
BF111616
84


Hs.28959 ESTs
AI457436
80



Homo sapiens clone FBD3 Cri-du-chat critical region mRNA

AF056433
52



Homo sapiens nuclear autoantigen (GS2NA), mRNA. /

NM_014574.1
71



Homo sapiens Ste-20 related kinase (SPAK), mRNA.

NM_013233.1
46


Hs.250646 baculoviral IAP
AI017106
285


Hs.181300 sel-1 (suppressor of lin-12, C. elegans)-like
AI927770
75


Hs.5151 RAN binding protein 7
BG291787
74


EST SWlSNF related, matrix associated, actin dependent regulator of
AI760760
56


chromatin, subfamily a, member 3



Homo sapiens eukaryotic translation initiation factor 4 gamma, 3

NM_003760.2/DEF
68


(EIF4G3), mRNA.



Homo sapiens chromosome condensation protein G (HCAP-G),

NM_022346.1/DEF
174


mRNA.


Hs.293690 ESTs
AI816281
62



Homo sapiens RBP1-like protein (BCAA), mRNA.

NM_016374.2/DEF
68


Hs.265644 ESTs
AW963328
74


Hs.8895 ESTs
AA147933
63



Homo sapiens , Similar to RIKEN cDNA 1700073K01 gene, clone

BC005357.1
63


MGC: 12458, mRNA


Hs.144477 hypothetical protein PRO2975/FL = gb: AF119911.1
BG534245
55



Homo sapiens mRNA for TGF-betaIIR alpha, complete cds.

D50683.1/DEF
55



Homo sapiens cDNA FLJ33255 fis, clone ASTRO2005553.

BU689502
105



Homo sapiens ubiquitin specific protease 8 (USP8), mRNA.

NM_005154.1/DEF
79


Hs.79353 hypothetical protein FLJ13576 (TFDP1)
R60866
66


Hs.79828 hypothetical protein FLJ20333
A1823905
81



Homo sapiens hypothetical protein FLJ10461 (FLJ10461), mRNA.

NM_018098.1/DEF
45
















TABLE 3







Specific subsets of genes and their biological, molecular and cellular functions.













Gene Bank






Gene
ID/Gene
Biological

Cellular


Title
symbol
processes
Molecular functions
components
Pathway





Transforming
D50683.1/
protein amino
nucleotide binding
membrane
TGF_Beta_Signaling_Pathway


growth factor,
DEF
acid


beta receptor II
TGFBR2
phosphorylation


(70/80 kDa)

transmembrane
magnesium ion
integral to




receptor protein
binding
membrane




serine/threonine




kinase signaling




pathway




Positive
protein kinase activity
integral to




regulation of

membrane




cell proliferation





protein
Receptor





serine/threonine kinase
complex





activity





mransmembrane





receptor protein





serine/threonine kinase





activity





Receptor signaling





protein





serine/threonine kinase





activity





Receptor activity





Transforming growth





factor beta receptor





activity





Transforming growth





factor beta receptor





activity, type II





Protein binding





ATP binding





Kinase activity





Transferase activity





Manganese ion





binding





metal ion binding


ATPase, Ca++
NM_001684.1/
transport
nucleotide binding
plasma


transporting,
DEF


membrane


plasma
ATP2B4
transport
magnesium ion
plasma


membrane 4


binding
membrane




ion transport
catalytic activity
plasma






membrane




cation transport
calcium-transporting
integral to





ATPase activity
plasma






membrane




calcium ion
calcium-transporting
membrane




transport
ATPase activity




metabolic
calcium ion binding
integral to




process

membrane





protein binding





calmodulin binding





ATP binding





calcium ion





transmembrane





transporter activity





ATPase activity,





coupled to





transmembrane





movement of ions,





phosphorylative





mechanism





hydrolase activity





hydrolase activity,





acting on acid





anhydrides, catalyzing





transmembrane





movement of





substances





metal ion binding


phosphoserine
NM_003832.1/
L-serine
magnesium ion


phosphatase
DEF
metabolic
binding



PSPH
process




L-serine
catalytic activity




biosynthetic




process




metabolic
phosphoserine




process
phosphatase activity




cell proliferation
phosphoserine





phosphatase activity




amino acid
protein binding




biosynthetic




process





hydrolase activity





phosphoric monoester





hydrolase activity


eukaryotic
NM_003760.2/
translation
RNA cap binding
eukaryotic
Translation_Factors


translation
DEF
regulation of
RNA binding
translation


initiation factor
EIF4G3
translation

initiation factor


4 gamma, 3

regulation of
translation initiation
4F complex




translational
factor activity




initiation




regulation of
binding




translational




initiation




RNA metabolic
protein binding




process





protein binding





translation factor





activity, nucleic acid





binding


epithelial cell
NM_018098.1/
intracellular
signal transducer
intracellular


transforming
DEF
signaling
activity


sequence 2
ECT2
cascade


oncogene

regulation of
guanyl-nucleotide




Rho protein
exchange factor




signal
activity




transduction




positive
Rho guanyl-nucleotide




regulation of I-
exchange factor




kappaB
activity




kinase/NF-




kappaB cascade





protein binding


BAT2 domain
AW238632


containing I
BAT2DI


helicase-like
AI760760
transcription
nucleotide binding
nucleus


transcription
EST
regulation of
nucleic acid binding
nucleus


factor
HLTF
transcription,




DNA-dependent




regulation of
DNA binding




transcription




from RNA




polymerase I1




promoter




chromatin
DNA binding




modification





RNA polymerase II





transcription factor





activity





heIicase activity





protein binding





ATP binding





zinc ion binding





transcription activator





activity





hydrolase activity





ATPase activity





metal ion binding


chromosome
AV740879
transcription
DNA binding
nucleus


14 open
C14orf43
regulation of


reading frame

transcription,


43

DNA-dependent


similar to
AL031282


membrane


solute carrier
RP11-


integral to


family 35,
345P4.4


membrane


member E2


paired related
NM_006902.2/
regulation of
DNA binding
nucleus


homeobox 1
DEF
transcription,



PRRXI
DNA-dependent




multicellular
transcription factor




organismal
activity




development




regulation of
transcription




transcription
coactivator activity





sequence-specific





DNA binding


AT rich
NM_0I6374.2/
chromatin
nucleic acid binding
chromatin


interactive
DEF
assembly or


domain 4B
ARID4B
disassembly


(RBP I-like)

transcription
DNA binding
intracellular




regulation of
chromatin binding
nucleus




transcription,




DNA-dependent






cytoplasm


transcription
TFDP1
S phase of
DNA binding
nucleus
Cell_cycle_KEGG


factor Dp-1
R60866
mitotic cell




cycle




transcription
transcription factor
transcription
G1_to_S_cell_cycle_Reactome





activity
factor complex




regulation of
transcription factor




transcription,
activity




DNA-dependent




regulation of
transcription




transcription
coactivator activity




from RNA




polymerase II




promoter




apoptosis
protein binding




cell cycle
transcription activator





activity




cell proliferation




epidermis




development




positive




regulation of




transcription,




DNA-dependent


striatin,
NM_014574.1
cell cycle
protein binding
membrane


calmodulin
STRN3


fraction


binding protein 3


calmodulin binding
nucleus





calmodulin binding
cytoplasm






cytosol






membrane


EF-hand
BC005357.1

calcium ion binding


calcium
EFCAB2


binding domain 2


ubiquitin
NM_005154.1/
DNA
double-stranded DNA


specific
DEF
topological
binding


peptidase 8
USP8
change




ubiquitin-
cysteine-type




dependent
endopeptidase activity




protein catabolic




process




ubiquitin cycle
ubiquitin thiolesterase





activity




cell proliferation
ubiquitin-specific





protease activity





protein binding





protein binding





peptidase activity





cysteine-type





peptidase activity





hydrolase activity


golgi
BC000284.1/
protein complex
protein binding
intracellular


associated,
DEF
assembly


gamma adaptin
GGA2
transport
protein binding
endosome


ear containing,

intracellular
protein transporter
Golgi apparatus


ARF binding

protein transport
activity


protein 2

intracellular
ADP-ribosylation
trans-Golgi




protein transport
factor binding
network




protein transport

endosome






membrane




vesicle-

membrane




mediated




transport






membrane coat






clathrin adaptor






complex


sodium
NM_001037.1/
transport
ion channel activity
membrane


channel,
DEF


fraction


voltage-gated,
SCN1B
ion transport
voltage-gated ion
membrane


type I, beta


channel activity




sodium ion
voltage-gated sodium
integral to




transport
channel activity
membrane




sodium ion
sodium channel




transport
activity




synaptic
sodium ion binding




transmission


PHD finger
BF430956
transcription
protein binding


protein 3
PHF3
multicellular
zinc ion binding




organismal




development





metal ion binding


IQ motif
A1679073
signal
GTPase inhibitor
intracellular
G13_Signaling_Pathway


containing
IQGAP1
transduction
activity


GTPase

signal
GTPase activator
cytoplasm


activating

transduction
activity


protein 1

small GTPase
GTPase activator
actin filament




mediated signal
activity




transduction




regulation of
Ras GTPase activator
plasma




small GTPase
activity
membrane




mediated signal




transduction





protein binding
membrane





protein binding





protein binding





calmodulin binding





calmodulin binding


serine
NM_013233.1
protein amino
nucleotide binding
membrane


threonine
STK39
acid

fraction


kinase 39

phosphorylation


(STE20/SPS1

protein amino
protein kinase activity
nucleus


homolog,

acid


yeast)

phosphorylation




response to
protein
nucleus




stress
serine/threonine kinase





activity





receptor signaling
cytoplasm





protein





serine/threonine kinase





activity





protein-tyrosine kinase
cytoplasm





activity





protein binding
basolateral






plasma






membrane





ATP binding
apical plasma






membrane





ATP binding





kinase activity





transferase activity


DCN1,
AW468880


defective in
DOUN1D1


cullin


neddylation 1,


domain


containing I (S. cerevisiae)


protein kinase,
NM_005399.1/
fatty acid
protein binding
cAMP-
Fatty_Acid_Synthesis


AMP-activated,
(DEF
biosynthetic

dependent


beta 2 non-
PRKAB2
process

protein kinase


catalytic



complex


subunit

signal
kinase activity
AMP-activated




transduction

protein kinase






complex




lipid
protein kinase binding




biosynthetic




process


histidine triad
AW418666

catalytic activity


nucleotide
HINT3


binding protein 3


TIP41, TOR
NM_152902.1

protein binding


signaling
TIPRL


pathway


regulator-like


(S. cerevisiae)


serine/threonine/
AI492892
protein amino
phosphoprotein


tyrosine
LOC730432
acid
phosphatase activity


interacting

dephosphorylation


protein


similar to
AI492892
dephosphorylation
protein


serine/threonine/
STYX

tyrosine/serine/threonine


tyrosine


phosphatase


interacting


activity


protein





hydrolase activity





phosphoric monoester





hydrolase activity


baculoviral IAP
AI017106
ubiquitin cycle
ubiquitin-protein
intracellular


repeat-
BIRC6

ligase activity


containing 6

apoptosis
endopeptidase
membrane


(apollon)


inhibitor activity
fraction




anti-apoptosis
cysteine protease





inhibitor activity




anti-apoptosis
ligase activity




positive
small conjugating




regulation of
protein ligase activity




cell proliferation




post-




translational




protein




modification




regulation of




protein




metabolic




process


protein tyrosine
AI813654

protein binding


phosphatase-
PTPLB


like (proline


instead of


catalytic


arginine),


member b


bone
AI457436
skeletal
nucleotide binding
integral to


morphogenetic
BMPR2
development

plasma


protein



membrane


receptor, type

protein amino
magnesium ion
membrane


II

acid
binding


(serine/threonine

phosphorylation


kinase)

transmembrane
protein kinase activity
integral to




receptor protein

membrane




serine/threonine




kinase signaling




pathway




transmembrane
protein




receptor protein
serine/threonine kinase




serine/threonine
activity




kinase signaling




pathway




regulation of
transmembrane




cell proliferation
receptor protein





serine/threonine kinase





activity





receptor signaling





protein





serine/threonine kinase





activity





receptor activity





transforming growth





factor beta receptor





activity





protein binding





protein binding





ATP binding





kinase activity





transferase activity





manganese ion binding





metal ion binding


zinc finger and

transcription
nucleic acid binding
intracellular


BTB domain
BF111616
regulation of
DNA binding
nucleus


containing 2
ZBTB2
transcription,




DNA-dependent





protein binding





zinc ion binding





metal ion binding


KIAA1333
AI823905
protein
ubiquitin-protein
intracellular



KIAA1333
modification
ligase activity




process




ubiquitin cycle
protein binding
nucleus





protein binding
cytoplasm





zinc ion binding





ligase activity





metal ion binding


kelch repeat
BF000166

protein binding


and BTB
KBTBD2


(POZ) domain


containing 2


forkhead box
NM_001452.1
transcription
DNA binding
nucleus


F2
FOXF2
regulation of
DNA binding
nucleus




transcription,




DNA-dependent




transcription
transcription factor
nucleus




from RNA
activity




polymerase II




promoter




extracellular
transcription factor
transcription




matrix
activity
factor complex




organization and




biogenesis




establishment of
RNA polymerase II




polarity of
transcription factor




embryonic
activity




epithelium




negative
transcription




regulation of
coactivator activity




transcription,




DNA-dependent




positive
transcription activator




regulation of
activity




transcription,




DNA-dependent




embryonic gut
sequence-specific




development
DNA binding





sequence-specific





DNA binding


G patch
NM_022078.1/

nucleic acid binding
intracellular


domain
DEF


containing 3
GPATCH3


SH2B adaptor
NM_020979.1/
B-1 B cell
signal transducer
stress fiber


protein 2
DEF
homeostasis
activity



SH2B2
signal
transmembrane
ruffle




transduction
receptor protein





tyrosine kinase adaptor





protein activity




intracellular
SH3/SH2 adaptor
cytoplasm




signaling
activity




cascade




intracellular
SH3/SH2 adaptor
cytoplasm




signaling
activity




cascade




insulin receptor
protein binding
actin filament




signaling




pathway




cytokine and
JAK pathway signal
plasma




chemokine
transduction adaptor
membrane




mediated
activity




signaling




pathway




regulation of

plasma




metabolic

membrane




process




actin

membrane




cytoskeleton




organization and




biogenesis




regulation of




immune




response




antigen




receptor-




mediated




signaling




pathway


non-SMC
NM_022346.1/
cell cycle
binding
nucleus


condensin I
DEF
mitosis
protein binding
nucleus


complex,
NCAPG
mitotic

cytoplasm


subunit G

chromosome




condensation




mitotic




chromosome




condensation




cell division


sel-1
AI927770
Notch signaling
binding
endoplasmic


suppressor of
SEL1L
pathway

reticulum


lin-12-like (C. elegans)



endoplasmic






reticulum






membrane






membrane






integral to






membrane






integral to






membrane


casein kinase 1,
BG534245
protein amino
nucleotide binding
cytoplasm


alpha 1
CSNK1A1
acid




phosphorylation




protein amino
protein




acid
serine/threonine kinase




phosphorylation
activity




Wnt receptor
casein kinase I activity




signaling




pathway





ATP binding





transferase activity


myeloid/lymphoid
AI394529
in utero
DNA binding
nucleus


or mixed-
MLL2
embryonic


lineage

development


leukemia 2

transcription
DNA binding
nucleus




regulation of
protein binding
histone




transcription,

methyltransferase




DNA-dependent

complex




regulation of
protein binding




transcription,




DNA-dependent





zinc ion binding





metal ion binding


hypothetical
AL137364.1


protein
MGC24039


MGC24039


CDNA
T86629 -


FLJ30652 fis,


clone


DFNES2000011


CDNA
BU689502 -


FLJ33255 fis,


clone


ASTRO2005553


Importin 7
BG291787
protein import
small GTPase
soluble fraction



1PO7
into nucleus,
regulator activity




docking




transport
transporter activity
nucleus




intracellular
binding
nuclear pore




protein transport




signal
protein binding
nuclear pore




transduction




protein transport
protein binding
cytoplasm





Ran GTPase binding





protein transporter





activity





histone binding


CDNA
AA147933 -


FLJ31066 fis,


clone


HSYRA2001153


Cri-du-chat
AF056433 -


region mRNA,


clone NIBB11



AF088033 -
ubiquitin cycle
ubiquitin-specific
cytoplasm





protease activity




ubiquitin cycle
ubiquitin-specific
endoplasmic





protease activity
reticulum





peptidase activity
Golgi apparatus





cysteine-type





peptidase activity





hydrolase activity


CDNA
AI816281 -


FLJ42233 fis,


clone


THYMU3000420


Thrombospondin 1
AW956580
cell motility
endopeptidase
extracellular
Inflammatory_Response_Pathway



THBS1

inhibitor activity
region




cell adhesion
signal transducer
extracellular
TGF_Beta_Signaling_Pathway





activity
region




multicellular
structural molecule




organismal
activity




development




nervous system
calcium ion binding




development




blood
protein binding




coagulation





heparin binding


hypothetical
AA639752


protein
LOC144871


LOC144871


vacuolar
AW963328
transport
binding


protein sorting
VPS41
intracellular
protein binding


41 homolog (S. cerevisiae)

protein transport




protein transport
zinc ion binding




vesicle-
metal ion binding




mediated




transport


Transcribed
BF433071 -


locus,


moderately


similar to


XP_222679.3


PREDlCTED:


similar to


FRBZ1 protein


(FRBZI)


[Rattus



norvegicus]



ESTs
AW611729
unknown
Moderately similar to
unknown





ALU_HUMAN ALU





subfamily


ESTs
AW182938
unknown

unknown









The foregoing demonstrates that PKC-activation elicits different genomic profiles in AD cells, as compared with control cells, which can be used to diagnose AD and individuals at risk for developing AD.


Patents, patent applications, publications, product descriptions, and protocols are cited throughout this application, the disclosures of which are incorporated herein by reference in their entireties for all purposes.

Claims
  • 1. A method of diagnosing Alzheimer's disease, said method comprising the steps of: i) contacting a population of test cells obtained from a subject suspected of having Alzheimer's disease with an agent that is a protein kinase C activator; andii) detecting changes in expression of one or more genes in the test cells when compared to the expression of the same one or more genes in cells from control cells obtained from an individual without Alzheimer's disease,
  • 2. The method of claim 1, wherein the protein kinase C activator is selected from the group consisting of bradykinin, bryostatin, bombesin, cholecystokinin, thrombin, prostaglandin F2-alpha or vasopressin.
  • 3. The method of claim 1, wherein the test cells are peripheral cells.
  • 4. The method of claim 3, wherein the test cells are selected from the group consisting of skin cells, blood cells, buccal mucosal cells, or cells from cerebrospinal fluid.
  • 5. The method of claim 3, wherein the test cells are fibroblast cells or epithelial cells.
  • 6. The method of claim 1, wherein the change in gene expression detected in the test cells compared with the control cells is an increase in gene expression.
  • 7. The method of claim 6, wherein the gene is selected from the group consisting of C14orf43 (lipopolysaccharide specific response protein-68; AV740879), PHF3 (PHD finger protein 3; BF430956), STRN3 (striatin-binding protein 3; NM—014574.1), STK39 (serine threonine kinase 39, SPAK, NM—013233); IPO7 (Ran binding protein 7; importin 7, BG291787); HLTF (helicase-like transcription factor; AI760760); EIF4G3 (Eukaryotic translation initiation factor 4, gamma 3; NM—003760.2); NCAPG (Non-SMC condensing 1 complex, subunit-G; NM—022346.1), TGFBR2 (TGF-β Receptor Type II; D50683.1); USP8 (Ubiquitin specific peptidase-8, NM—005154.1); BAT2D1 (BAT2 domain containing 1 helicase-like transcription factor; AW238632); LOC144871 (hypothetical protein LOC144871, AA639752); homo sapiens full length insert cDNA clone (ubiquitin cycle protein, AF088033); RP11-345P4.4 (similar to solute carrier family 35, member E2, AL031282); THBS1 (Thrombospondin 1, AW956580); MLL2 (myeloid/lymphoid or mixed-lineage leukemia 2; AI394529); MGC24039 (hypothetical protein MGC24039, AL137364.1); FOXF2 (forkhead box F2, NM—001452.1); ZBTB2 (zinc finger and BTB domain containing 2, BF111616); BMPR2 (bone morphogenetic protein receptor, type II, AI457436); Cri-du-chat region mRNA (clone NIBB11, AF056433); BIRC6 (baculoviral IAP repeat-containing 6, apollon, AI017106); SEL1L (sel-1 suppressor of lin-12-like, AI927770); cDNA FLJ42233 fis, clone THYMU3000420 (AI816281); ARID4B (AT rich interactive domain 4B (RBP1-like), NM—016374); VPS41 (vacuolar protein sorting 41 homolog, AW963328); cDNA FLJ31066 fis, clone HSYRA2001153 (AA147933); EFCAB2 (EF-hand calcium binding domain 2, BC005357.1); CSNK1A1 (casein kinase 1, alpha 1, BG534245); cDNA FLJ33255 fis, clone ASTRO2005553 (BU689502); KIAA1333 (ubiquitin cycle protein, AI823905); ECT2 (epithelial cell transforming sequence 2 oncogene; NM—018098.1); TFDP1 (transcription factor Dp-1, R60866); EST (AW611729); and EST (AW182938), homologs thereof, and combinations thereof.
  • 8. The method of claim 1, wherein the change in gene expression detected in the test cells compared with the control cells is a decrease in gene expression.
  • 9. The method of claim 8, wherein the gene is selected from the group consisting of SH2B2 (SH2B adaptor protein 2, NM—020979); GGA2 (golgi associated, gamma adaptin ear containing, ARF binding protein 2, BC000284.1); SCN1B (sodium channel, voltage-gated, type I, beta, NM—001037.1); PSPH (phosphoserine phosphatase, NM—003832.1); GPATCH3 (G patch domain containing 3, NM—022078.1); LOC730432 (serine/threonine/tyrosine interacting protein, AI492892); cDNA FLJ30652 fis, clone DFNES2000011 (T86629); HINT3 (histidine triad nucleotide binding protein 3, AW418666); DCUN1D1 (DCN1, defective in cullin neddylation 1, domain containing 1, AW468880); PRKAB2 (protein kinase, AMP-activated, beta 2 non-catalytic subunit, NM—005399.1); transcribed locus (similar to FRBZ1 protein (FRBZ1), BF433071); TIPRL (TIP41, TOR signaling pathway regulator-like, NM—152902.1); IQGAP1 (IQ motif containing GTPase activating protein 1, AI679073); PRRX1 (paired related homeobox 1, NM—006902.2); KBTBD2 (kelch repeat and BTB (POZ) domain containing 2, BF000166); ATP2B4 (ATPase, calcium transporting, plasma membrane 4, NM—001684.1); PTPLB (protein tyrosine phosphatase-like (proline instead of catalytic arginine), member b, AI813654), STYX (similar to serine/threonine/tyrosine interacting protein, AI492892), homologs thereof, and combinations thereof.
  • 10. The method of claim 1, wherein the change in gene expression detected in the test cells compared with the control cells is both an increase and decrease in gene expression.
  • 11. The method of claim 10, wherein the genes demonstrating increased expression are selected from the group consisting of C14orf43 (lipopolysaccharide specific response protein-68; AV740879), PHF3 (PHD finger protein 3; BF430956), STRN3 (striatin-binding protein 3; NM—014574.1), STK39 (serine threonine kinase 39, SPAK, NM—013233); IPO7 (Ran binding protein 7; importin 7, BG291787); HLTF (helicase-like transcription factor; A1760760); EIF4G3 (Eukaryotic translation initiation factor 4, gamma 3; NM—003760.2); NCAPG (Non-SMC condensing 1 complex, subunit-G; NM—022346.1), TGFBR2 (TGF-β Receptor Type II; D50683.1); USP8 (Ubiquitin specific peptidase-8, NM—005154.1); BAT2D1 (BAT2 domain containing 1 helicase-like transcription factor; AW238632); LOC144871 (hypothetical protein LOC144871, AA639752); homo sapiens full length insert cDNA clone (ubiquitin cycle protein, AF088033); RP11-345P4.4 (similar to solute carrier family 35, member E2, AL031282); THBS1 (Thrombospondin 1, AW956580); MLL2 (myeloid/lymphoid or mixed-lineage leukemia 2; AI394529); MGC24039 (hypothetical protein MGC24039, AL137364.1); FOXF2 (forkhead box F2, NM—001452.1); ZBTB2 (zinc finger and BTB domain containing 2, BF111616); BMPR2 (bone morphogenetic protein receptor, type II, AI457436); Cri-du-chat region mRNA (clone NIBB11, AF056433); BIRC6 (baculoviral IAP repeat-containing 6, apollon, AI017106); SEL1L (sel-1 suppressor of lin-12-like, AI927770); cDNA FLJ42233 fis, clone THYMU3000420 (AI816281); ARID4B (AT rich interactive domain 4B (RBP1-like), NM—016374); VPS41 (vacuolar protein sorting 41 homolog, AW963328); cDNA FLJ31066 fis, clone HSYRA2001153 (AA147933); EFCAB2 (EF-hand calcium binding domain 2, BC005357.1); CSNK1A1 (casein kinase 1, alpha 1, BG534245); cDNA FLJ33255 fis, clone ASTRO2005553 (BU689502); KIAA1333 (ubiquitin cycle protein, AI823905); ECT2 (epithelial cell transforming sequence 2 oncogene; NM—018098.1); and wherein the genes demonstrating decreased expression are selected from the group consisting of SH2B2 (SH2B adaptor protein 2, NM—020979); GGA2 (golgi associated, gamma adaptin ear containing, ARF binding protein 2, BC000284.1); SCN1B (sodium channel, voltage-gated, type I, beta, NM—001037.1); PSPH (phosphoserine phosphatase, NM—003832.1); GPATCH3 (G patch domain containing 3, NM—022078.1); LOC730432 (serine/threonine/tyrosine interacting protein, AI492892); cDNA FLJ30652 fis, clone DFNES2000011 (T86629); HINT3 (histidine triad nucleotide binding protein 3, AW418666); DCUN1D1 (DCN1, defective in cullin neddylation 1, domain containing 1, AW468880); PRKAB2 (protein kinase, AMP-activated, beta 2 non-catalytic subunit, NM—005399.1); transcribed locus (similar to FRBZ1 protein (FRBZ1), BF433071); TIPRL (TIP41, TOR signaling pathway regulator-like, NM—152902.1); IQGAP1 (IQ motif containing GTPase activating protein 1, AI679073); PRRX1 (paired related homeobox 1, NM—006902.2); KBTBD2 (kelch repeat and BTB (POZ) domain containing 2, BF000166); ATP2B4 (ATPase, calcium transporting, plasma membrane 4, NM—001684.1); PTPLB (protein tyrosine phosphatase-like (proline instead of catalytic arginine), member b, AI813654), homologs thereof, and combinations thereof.
  • 12. The method of claim 1, wherein the change in gene expression is measured using a microarray.
  • 13. The method of claim 12, wherein the microarray is a cell array comprising the test cell and the control cells.
  • 14. The method of claim 13 wherein the microarray is nucleic acid array wherein the nucleic acids are derived from the test and control cells.
  • 15. The method of claim 14, wherein the nucleic acid is cDNA.
  • 16. The method of claim 1, wherein the change in gene expression is measured using polymerase chain reaction.
  • 17. The method of claim 16, wherein the polymerase chain reaction is real-time polymerase chain reaction.
  • 18. The method of claim 1, wherein the Alzheimer's disease is sporadic Alzheimer's disease.
  • 19. The method of claim 1, wherein the Alzheimer's disease is early-stage Alzheimer's disease.
  • 20. The method of claim 1, wherein the Alzheimer's disease is young-onset Alzheimer's disease.
Parent Case Info

This application claims the benefit of U.S. provisional application Ser. No. 61/084,154, filed on Jul. 28, 2008, the disclosure of which is incorporated herein by reference in its entirety.

Provisional Applications (1)
Number Date Country
61084154 Jul 2008 US