WO2000063441A2 - Single nucleotide polymorphisms in mitochondrial genes that segregate with alzheimer's disease - Google Patents
Single nucleotide polymorphisms in mitochondrial genes that segregate with alzheimer's disease Download PDFInfo
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- WO2000063441A2 WO2000063441A2 PCT/US2000/010906 US0010906W WO0063441A2 WO 2000063441 A2 WO2000063441 A2 WO 2000063441A2 US 0010906 W US0010906 W US 0010906W WO 0063441 A2 WO0063441 A2 WO 0063441A2
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- C12Q1/6834—Enzymatic or biochemical coupling of nucleic acids to a solid phase
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- C12Q2600/00—Oligonucleotides characterized by their use
- C12Q2600/172—Haplotypes
Definitions
- the present invention relates generally to Alzheimer's disease and, more specifically, to compositions and methods for detecting predisposition to such diseases by detecting single nucleotide polymorphisms in mitochondrial DNA.
- a number of degenerative diseases are thought to be caused by. or are associated with, alterations in mitochondrial function. These diseases include Alzheimer's Disease, diabetes rripjliti-is; Parkinson's Disease, Huntington's disease, dystonia, Leber's”” hereditary optic neuropathy, schizophrenia, and myodegenerative disorders such as “mitochondrial encephalopathy, lactic acidosis, and stroke” (MELAS), and “myoclonic epilepsy ragged red fiber syndrome” (MERRF). Other diseases involving altered metabolism or respiration within cells may also be regarded as diseases associated with altered mitochondrial function.
- AD Alzheimer's disease
- ⁇ -amyloid a progressive neurodegenerative disorder that is characterized by loss and/or atrophy of neurons in discrete regions of the brain, and that is accompanied by extracellular deposits of ⁇ -amyloid and the intracellular accumulation of neurofibrillary tangles. It is a uniquely human disease, affecting over 13 million people worldwide. It is also a uniquely tragic disease. Many individuals who have lived normal, productive lives are slowly stricken with AD as they grow older, and the disease gradually robs them of their memory and other mental faculties. Eventually, they cease to recognize family and loved ones, and they often require continuous care until their eventual death.
- NIDDM noninsulin dependent diabetes mellitus
- mtDNA mitochondrial DNA
- tRNA u mitochondrial DNA
- MELAS mitochondrial encephalopathy, lactic acidosis and stroke
- Mitochondria are the subcellular organelles that manufacture bioenergetically essential adenosine triphosphate (ATP) by oxidative phosphorylation.
- Functional mitochondria contain gene products encoded by mitochondrial genes situated in mitochondrial DNA (mtDNA) and by extramitochondrial genes not situated in the circular mitochondrial genome.
- mtDNA mitochondrial DNA
- the 16.5 kb mtDNA encodes 22 tRNAs, two ribosomal RNAs (12s and 16s rRNA) and only 13 enzymes of the electron transport chain (ETC), the elaborate multi-complex mitochondrial assembly where, for example. respiratory oxidative phosphorylation takes place.
- ETC electron transport chain
- Mitochondrial DNA includes gene sequences encoding a number of ETC components, including seven subunits of NADH dehydrogenase, also known as ETC Complex I (ND1, ND2, ND3, ND4, ND4L, ND5 and ND6); one subunit of Complex III (ubiquinol: cytochrome c oxidoreductase, Cytb); three cytochrome c oxidase (Complex IV) subunits (COX1, COX2 and COX3); and two proton- translocating ATP synthase (Complex V) subunits (ATPase ⁇ and ATPase8).
- ETC Complex I ND1, ND2, ND3, ND4, ND4L, ND5 and ND6
- Complex III ubiquinol: cytochrome c oxidoreductase, Cytb
- Complex IV cytochrome c oxidase
- COX1, COX2 and COX3 two proton-
- mitochondrial and extramitochondrial genes may interact directly, or indirectly via gene products and their downstream intermediates, including metabolites, catabolites, substrates, precursors, cofactors and the like. Alterations in mitochondrial function, for example impaired electron transport activity, defective oxidative phosphorylation or increased free radical production, may therefore arise as the result of defective mtDNA. defective extramitochondrial DNA. defective mitochondrial or extramitochondrial gene products, defective downstream intermediates or a combination of these and other factors. In the case of AD.
- the present invention provides methods that are useful for determining the risk or presence of AD, and for identifying agents that are suitable for treating this disease.
- the present invention provides compositions and methods for the detection of AD by identification of unusual single nucleotide polymo ⁇ hisms or homoplasmic mtDNA mutations, and other related advantages.
- the present invention is directed to compositions and methods useful for detecting AD and involving identification of single nucleotide polymorphisms or homoplasmic mutations in mitochondrial DNA (mtDNA). It is therefore an aspect of the invention to provide a method for determining the risk for or presence of Alzheimer's disease in a first subject suspected of having or being at risk for having such a disease, comprising determining the presence or absence of at least one mitochondrial single nucleotide polymorphism that is associated with Alzheimer ' s disease in each of a first and a second biological sample comprising mitochondrial DNA, the first biological sample being obtained from the first subject and the second sample being obtained from a second subject known to be free of a risk or presence of a disease associated with altered mitochondrial function, wherein the presence of at least one mitochondrial single nucleotide polymorphism that is associated with Alzheimer's disease in the first biological sample and the absence of a mitochondrial single nucleotide polymorphism at a corresponding nucleotide in the second biological sample
- the mitochondrial DNA in the first sample is amplified and the mitochondrial DNA in the second sample is amplified.
- the step of determining comprises contacting each of the first and second biological samples with an ohgonucleotide primer having a nucleotide sequence that is complementary to a sequence present in the mitochondrial DNA of the first sample and present in the mitochondrial DNA of the second sample, under conditions and for a time sufficient to allow hybridization of the primer to the mitochondrial DNA; and detecting hybridization and extension of the primer to the mitochondrial DNA of the first sample to produce a first product and hybridization and extension of the primer to the mitochondrial DNA of the second sample to produce a second product distinguishable from the first product, and therefrom determining the presence or absence of at least one mitochondrial single nucleotide polymorphism that is associated with Alzheimer's disease.
- the mitochondrial DNA in the first sample is amplified and the mitochondrial DNA in the second sample is amplified.
- At least one mitochondrial single nucleotide polymorphism that is associated with Alzheimer's disease and present in the first biological sample and that is absent at a corresponding nucleotide in the second biological sample is present in a mitochondrial DNA region that is a D-loop, a mitochondrial rRNA gene, a mitochondrial NADH dehydrogenase gene, a mitochondrial tRNA gene, a mitochondrial cytochrome c oxidase gene, a mitochondrial ATP synthase gene or a mitochondrial cytochrome b gene.
- At least one mitochondrial single nucleotide polymorphism that is associated with Alzheimer's disease and present in the first biological sample and that is absent at a corresponding nucleotide in the second biological sample is present in a mitochondrial DNA region that is a D-loop, a mitochondrial rRNA gene, a mitochondrial NADH dehydrogenase gene, a mitochondrial tRNA gene, a mitochondrial cytochrome c oxidase gene, a mitochondrial ATP synthase gene or a mitochondrial cytochrome b gene.
- At least one mitochondrial single nucleotide polymorphism that is associated with Alzheimer's disease and present in the first biological sample and that is absent at a corresponding nucleotide in the second biological sample is present in a mitochondrial DNA region that is a mitochondrial NADH dehydrogenase gene, a mitochondrial cytochrome c oxidase gene, a mitochondrial ATP synthase gene or a mitochondrial cytochrome b gene, and the single nucleotide polymorphism is a non-synonymous nucleotide substitution.
- At least one mitochondrial single nucleotide polymo ⁇ hism that is associated with Alzheimer's disease and is present in the first biological sample and that is absent at a corresponding nucleotide in the second biological sample is present in a mitochondrial DNA region that is a mitochondrial NADH dehydrogenase gene, a mitochondrial cytochrome c oxidase gene, a mitochondrial ATP synthase gene or a mitochondrial cytochrome b gene, and the single nucleotide polymo ⁇ hism is a synonymous nucleotide substitution.
- At least one mitochondrial single nucleotide polymo ⁇ hism that is associated with Alzheimer's disease and is present in the first biological sample and that is absent at a corresponding nucleotide in the second biological sample is a mitochondrial single nucleotide polymo ⁇ hism located at a nucleotide that corresponds to a nucleotide position of SEQ ID NO:l that is position 72, 114, 146, 185, 189, 199, 204. 207, 228, 236. 239. 456. 462. 482.
- At least one mitochondrial single nucleotide polymo ⁇ hism that is associated with Alzheimer's disease and is present in the first biological sample and that is absent at a corresponding nucleotide in the second biological sample is a mitochondrial single nucleotide polymorphism located at a nucleotide that corresponds to a nucleotide position of SEQ ID NO:l that is position 709, 930, 960, 980, 1189, 1243. 1700, 1719. 1809.
- the invention provides a method for determining the risk for or presence of Alzheimer's disease in a subject, comprising: determining the presence of at least one mitochondrial single nucleotide polymorphism that is associated with Alzheimer's disease in a biological sample comprising mitochondrial DNA from the subject.
- At least one mitochondrial single nucleotide polymo ⁇ hism that is associated with Alzheimer ' s disease is present in a mitochondrial DNA region that is a D-loop, a mitochondrial rRNA gene, a mitochondrial NADH dehydrogenase gene, a mitochondrial tRNA gene, a mitochondrial cytochrome c oxidase gene, a mitochondrial ATP synthase gene or a mitochondrial cytochrome b gene.
- At least one mitochondrial single nucleotide polymo ⁇ hism that is associated with Alzheimer ' s disease is present in a mitochondrial DNA region that is a mitochondrial NADH dehydrogenase gene, a mitochondrial cytochrome c oxidase gene, a mitochondrial ATP synthase gene or a mitochondrial cytochrome b gene, and the single nucleotide polymo ⁇ hism is a non-synonymous nucleotide substitution.
- At least one mitochondrial single nucleotide polymo ⁇ hism that is associated with Alzheimer ' s disease is present in a mitochondrial DNA region that is a mitochondrial NADH dehydrogenase gene, a mitochondrial cytochrome c oxidase gene, a mitochondrial ATP synthase gene or a mitochondrial cytochrome b gene, and the single nucleotide polymo ⁇ hism is a synonymous nucleotide substitution.
- At least one mitochondrial single nucleotide polymo ⁇ hism that is associated with Alzheimer's disease is a mitochondrial single nucleotide polymorphism located at a nucleotide that corresponds to a nucleotide position of SEQ ID NO:l that is position 72, 114, 146, 185, 189, 199, 204, 207, 228, 236, 239, 456, 462, 482. 489, 497, 500, 516, 522, 523, 547, 593, 669, 960, 1007, 1243, 1393. 1719, 1809, 2352, 2483, 2702, 2851. 3197.
- At least one mitochondrial single nucleotide polymo ⁇ hism that is associated with Alzheimer's disease is a mitochondrial single nucleotide polymo ⁇ hism located at a nucleotide that corresponds to a nucleotide position of SEQ ID NO:l that is position 709, 930. 960, 980, 1189, 1243, 1700, 1719, 1809, 1811, 1888, 2098, 2158, 2259. 2352. 3010, 3197, 669, 789, 793. 870. 980. 1007. 1243, 1393, 1709, 1719, 2156, 2294, 2483, 2581, 2851, 6366 or 12954.
- the invention provides a method of determining if an agent is likely to cause, contribute to the pathology of, or exacerbate Alzheimer ' s disease, comprising contacting a cell with a candidate agent, conducting an assay of a mitochondrial nucleic acid to determine if the mitochondrial nucleic acid contains one or more single nucleotide polymo ⁇ hisms after being contacted with the agent, wherein the nucleic acid is present in or derived from the cell and the one or more single nucleotide polymo ⁇ hisms segregate with Alzheimer's disease.
- the present invention provides a nucleic acid array comprising a plurality of isolated nucleic acid molecules immobilized on a solid support, wherein the isolated nucleic acid molecules comprise all or a portion of the nucleic acid sequence set forth in SEQ ID NO:l in which at least one mitochondrial single nucleotide polymo ⁇ hism that is associated with Alzheimer's disease is present.
- the mitochondrial single nucleotide polymo ⁇ hism is located at a nucleotide that corresponds to a nucleotide position of SEQ ID NO:l that is any of the above recited position numbers.
- the step of determining comprises contacting each of the first and second biological samples with an ohgonucleotide primer comprising all or a portion of the nucleic acid sequence set forth in SEQ ID NO:l in which at least one mitochondrial single nucleotide polymorphism that is associated with Alzheimer's disease is present, under conditions and for a time sufficient to allow hybridization of the primer to the mitochondrial DNA; and comparing an amount of hybridization of the ohgonucleotide primer to the mitochondrial DNA of the first sample to an amount of hybridization of the primer to the mitochondrial DNA of the second sample, and therefrom determining the presence or absence of at least one mitochondrial single nucleotide polymo ⁇ hism that is associated with Alzheimer's disease.
- the mitochondrial single nucleotide polymo ⁇ hism is located at a nucleotide that corresponds to a nucleotide position of SEQ ID NO:l that is any of the above recited position numbers.
- the step of determining comprises contacting each of the first and second biological samples with a nucleic acid array comprising a plurality of isolated nucleic acid molecules immobilized on a solid support, wherein the isolated nucleic acid molecules comprise all or a portion of the nucleic acid sequence set forth in SEQ ID NO:l in which at least one mitochondrial single nucleotide polymorphism that is associated with Alzheimer's disease is present, under conditions and for a time sufficient to allow hybridization of mitochondrial DNA to the isolated nucleic acid molecules; and comparing an amount of hybridization of the mitochondrial DNA of the first sample to the nucleic acid array to an amount of hybridization of the mitochondrial DNA of the second sample to the nucleic acid array, and therefrom determining the presence or absence of at
- Figure 1 depicts mitochondrial rRNA gene mutations associated with AD.
- Figure 2 shows ohgonucleotide primer extension reaction results from AD and control cybrid cells.
- Figure 3 depicts mitochondrial ETC Complex IV activity in AD and control cybrid cells.
- Figure 4 shows western immunoblot analysis of COX subunits in AD and control cybrid cells, and in SH-SY5Y neuroblastoma cells.
- Figure 5 illustrates the effect on ROS production of agents that interfere with radical scavenging enzymes in AD and control cybrid cells.
- Figure 6 shows the oxidative buffering capacity of radical scavenging enzymes in AD- 1 cybrid cells relative to mixed control cybrid cells, and also shows the relative levels of gene expression for two of the enzymes, Cu/Zn SOD and Mn SOD.
- Figure 7 shows differences between AD and control subjects in mtDNA single nucleotide polymo ⁇ hisms in mitochondrial rRNA genes as a function of age.
- Figure 8 depicts AD-associated and control SNPs according to haplogroup.
- Figure 9 depicts AD-associated and control non-synonymous SNPs according to mtDNA gene loci.
- ND NADH dehydrogenase
- CO cytochrome c oxidase
- AT ATP synthase
- CYB cytochrome b.
- Figure 10 depicts AD-associated and control non-synonymous SNPs according to mtDNA gene loci. Abbreviations as in Fig. 9.
- Figure 1 1 depicts AD-associated and control synonymous SNPs according to mtDNA gene loci. Abbreviations as in Fig. 9.
- Figure 12 depicts AD-associated and control SNPs according to each of the 22 mitochondrial tRNA genes of mtDNA indicated by amino acid or mitochondrial genetic code specificity (F, V, LUUR, I, Q, M, W, A, N, C, Y, SUCN, D, K, G, R, H, SAGY, LCUR, E, T, P; for additional information on the mitochondrial genetic code, see, e.g., Steele et al., 1996 Proc. Nat. Acad. Sci. USA 93:5253 and references cited therein.)
- F amino acid or mitochondrial genetic code specificity
- Figure 13 summarizes AD-associated and control SNPs according to mtDNA regions.
- Figure 14 summarizes the frequencies per subject of AD-associated and control SNPs according to mtDNA regions.
- the present invention is directed generally to compositions and methods for diagnosing the risk or presence of Alzheimer's disease (AD), and to compositions and methods for the identification of agents that may be suitable for treating AD. According to the present invention, alterations in mitochondrial DNA
- mtDNA as described herein provide a novel and useful parameter for diagnosing the risk or presence of AD, and for identifying agents that may be suitable for treating this disease.
- Such alterations may include, for instance, single nucleotide polymo ⁇ hisms (SNPs) or homoplasmic mtDNA mutations (see, e.g., Scheffler, I.E.. Mitochondria, 1999. Wiley-Liss, Inc., New York, pp. 286-287).
- SNPs single nucleotide polymo ⁇ hisms
- homoplasmic mtDNA mutations see, e.g., Scheffler, I.E.. Mitochondria, 1999. Wiley-Liss, Inc., New York, pp. 286-287.
- the present invention is therefore directed in pertinent part to mutations that are associated with AD, including but not limited to SNPs or homoplasmic mtDNA mutations that occur at specific positions in mtDNA in certain embodiments
- SNPs or homoplasmic mtDNA mutations that in certain other embodiments occur with altered frequencies (e.g., frequencies that are increased or decreased in a statistically significant manner) in subjects having or being at risk for having AD relative to subjects known to be free of a risk for having AD. or SNPs or homoplasmic mtDNA mutations that in certain other embodiments occur with altered frequencies (e.g., frequencies that are increased or decreased in a statistically significant manner) in patient populations having or being at risk for having AD relative to populations known to be free of a risk for having AD.
- altered frequencies e.g., frequencies that are increased or decreased in a statistically significant manner
- a biological sample for use according to the present invention, containing mtDNA as provided herein, may comprise any tissue or cell preparation in which mitochondrially derived nucleic acids (e.g., mtDNA) are present.
- Compositions and methods useful for obtaining and detecting mtDNA are provided, for example, in U.S. Patent Nos. 5,565,323 and 5,840,493.
- Biological samples may be provided by obtaining a blood sample, biopsy specimen, tissue explant, organ culture or any other tissue or cell preparation from a subject or a biological source.
- the subject or biological source may be a human or non-human animal, a primary cell culture or culture adapted cell line, including but not limited to genetically engineered cell lines that may contain chromosomally integrated or episomal recombinant nucleic acid sequences, immortalized or immortalizable cell lines, somatic cell hybrid or cytoplasmic hybrid "cybrid" cell lines (see, e.g., U.S. Patent No. 5,888,498), differentiated or differentiatable cell lines, transformed cell lines and the like.
- a primary cell culture or culture adapted cell line including but not limited to genetically engineered cell lines that may contain chromosomally integrated or episomal recombinant nucleic acid sequences, immortalized or immortalizable cell lines, somatic cell hybrid or cytoplasmic hybrid "cybrid" cell lines (see, e.g., U.S. Patent No. 5,888,498), differentiated or differentiatable cell lines, transformed cell lines and the like.
- the subject or biological source may be suspected of having or being at risk for having a disease associated with altered mitochondrial function (e.g., AD), and in certain embodiments of the invention, the subject or biological source may be known to be free of a risk or presence of such a disease.
- a control individual typically an age- and/or sex-matched individual, a healthy individual or an individual appropriate as a control for a subject suspected of having or being at risk for AD by any number of other biological, physiological, immunological, pharmacological, pathological, neurological or other biomedical criteria, or the like.
- a control individual may share a mitochondrial genetic relationship to a subject suspected of being at risk for AD, such as the mother or sibling of the subject (see, e.g., Scheffler, 1999, supra).
- the subject or biological source is at least 64 years of age. and in certain other embodiments the subject or biological source is at least 75 years of age. In certain preferred embodiments the subject or biological source is at least 85 years of age.
- AD Alzheimer ' s disease
- Signs and symptoms of AD accepted by those skilled in the art may be used to so designate a subject or biological source, for example clinical signs referred to in McKhann et al. (Neurology 34:939, 1984, National Institute of Neurology, Communicative Disorders and Stroke and Alzheimer's Disease and Related Disorders Association Criteria of Probable AD, NINCDS-ADRDA) and references cited therein. or other means known in the art for diagnosing AD. Any mtDNA sequence or portion of a mutated mtDNA sequence that corresponds to the human mtDNA sequence disclosed by Anderson et al.
- Portions of the mtDNA sequence of SEQ ID NO:l, and portions of a sample mtDNA sequence derived from a biological source or subject as provided herein, are regarded as "corresponding" nucleic acid sequences, regions, fragments or the like, based on the convention for numbering mtDNA nucleic acid positions according to SEQ ID NO: l (Anderson et al., Nature 290:451, 1981), wherein a sample mtDNA sequence is aligned with the mtDNA sequence of SEQ ID NO:l such that at least 70%, preferably at least 80% and more preferably at least 90% of the nucleotides in a given sequence of at least 20 consecutive nucleotides of a sequence are identical.
- a portion of the mtDNA sequence in a biological sample containing mtDNA from a subject suspected of having or being at risk for having AD may be aligned with a corresponding portion of the mtDNA sequence of SEQ ID NO:l using any of a number of alignment procedures and/or tools with which those having ordinary skill in the art will be familiar (e.g., CLUSTAL W, Thompson et al., 1994 Nucl. Ac. Res. 22:4673: CAP.
- a sample mtDNA sequence is greater than 95% identical to a corresponding mtDNA sequence of SEQ ID NO: l .
- a sample mtDNA sequence is identical to a corresponding mtDNA sequence of SEQ ID NO:l .
- Those ohgonucleotide probes having sequences that are identical in corresponding regions of the mtDNA sequence of SEQ ID NO: l and sample mtDNA may be identified and selected following hybridization target DNA sequence analysis, to verify the absence of mutations.
- haplotype refers to a particular combination of genetic markers in a defined region of the mitochondrial chromosome.
- genetic markers include, for example, RFLPs and SNPs.
- RFLPs restriction fragment polymo ⁇ hisms
- SNPs single nucleotide polymo ⁇ hism
- a SNP single nucleotide polymo ⁇ hism is a change (e.g., a deletion, insertion or substitution) in any single nucleotide base in a region of a genome of interest.
- the genome of interest is the mitochondrial genome. Because SNPs vary from individual to individual, they are useful markers for studying the association of a genome. Moreover, because they occur more frequently than other markers such as RFLPs. analysis of SNPs should produce a "higher resolution" picture of disease- associated genetic marker segregation (Weiss, Genome Res. 8:691-691, 1998; Gelbert and Gregg, Curr. Opin. Biotechnol. 8:669-614, 1997).
- haplogroup refers to a group of haplotypes found in association with one another. Several mitochondrial DNA haplotypes and haplogroups are known in the art.
- Nucleic acid sequences within the scope of the invention include isolated DNA and RNA sequences that specifically hybridize under conditions of moderate or high stringency to mtDNA nucleotide sequences, including mtDNA sequences disclosed herein or fragments thereof, and their complements.
- conditions of moderate stringency as known to those having ordinary skill in the art, and as defined by Sambrook et al.. Molecular Cloning: A Laboratory Manual, 2nd Ed. Vol. 1, pp.
- 1.101-104 Cold Spring Harbor Laboratory Press (1989), include, for example, the use as a prewashing solution for nitrocellulose filters on which proband nucleic acids have been immobilized of 5X SSC, 0.5% SDS, 1.0 mM EDTA (pH 8.0), hybridization conditions of 50% formamide, 6X SSC at 42°C (or other similar hybridization solution), and washing conditions of about 50-60°C, 0.5X SSC, 0.1% SDS. Conditions of high stringency are defined as hybridization conditions as above. and with washing at 60-68°C, 0.2X SSC, 0.1% SDS.
- hybridization to an mtDNA nucleotide sequence may be at normal stringency, which is approximately 25-30°C below Tm of the native duplex (e.g., 5X SSPE, 0.5% SDS. 5X Denhardt's solution, 50% formamide, at 42°C or equivalent conditions), at low stringency hybridizations, which utilize conditions approximately 40°C below Tm, or at high stringency hybridizations, which utilize conditions approximately 10°C below Tm.
- the temperature, salt concentration, and chaotrope composition of hybridization and wash solutions may be adjusted as necessary according to factors such as the length and nucleotide base composition of the probe.
- isolated nucleic acid molecule refers to a polynucleotide molecule in the form of a separate fragment or as a component of a larger nucleic acid construct, that has been separated from its source cell (including the chromosome it normally resides in) at least once, preferably in a substantially pure form.
- Isolated nucleic acids may be nucleic acids having particular disclosed nucleotide sequences or may be regions, portions or fragments thereof. Those having ordinary skill in the art are able to prepare isolated nucleic acids having the complete nucleotide sequence, or the sequence of any portion of a particular isolated nucleic acid molecule, when provided with the appropriate nucleic acid sequence information as disclosed herein.
- Nucleic acid molecules may be comprised of a wide variety of nucleotides. including DNA, RNA, nucleotide analogues such as phosphorothioates or peptide nucleic acids, or other analogues with which those skilled in the art will be familiar, or some combination of these.
- mtDNA may be isolated from cellular DNA according to well known methodologies, for example those described in U.S. Patent No. 5,840,493, which is hereby inco ⁇ orated by reference in its entirety.
- primers may be 10-60 nucleotides in length, preferably 15-35 nucleotides and still more preferably 18-30 nucleotides in length.
- Primers may be useful in the present invention for quantifying mtDNA mutations, including single nucleotide polymo ⁇ hisms or homoplasmic mtDNA mutations provided herein, by any of a variety of techniques well known in the art for determining the amount of specific nucleic acid target sequences present in a sample based on specific hybridization of a primer to the target sequence.
- hybridization precedes nucleotide polymerase catalyzed extension of the primer using the strand containing the target sequence as a template, and/or ligation of oligonucleotides hybridized to adjacent target sequences, and embodiments of the invention using primer extension are particularly preferred.
- quantitative detection techniques including those that may be used to detect nucleotide insertions, substitutions or deletions in a portion of an mtDNA sequence site near an ohgonucleotide primer target hybridization site that corresponds to a portion of the wildtype mtDNA sequence as disclosed in Anderson et al.
- useful techniques for quantifying the presence of specific nucleic acid target sequences in a sample include but need not be limited to labeled probe hybridization to the target nucleic acid sequences with or without first partially separating target nucleic acids from other nucleic acids present in the sample.
- Examples of other useful techniques for determining the amount of specific nucleic acid target sequences present in a sample based on specific hybridization of a primer to the target sequence include specific amplification of target nucleic acid sequences and quantification of amplification products, including but not limited to polymerase chain reaction (PCR, Gibbs et al., Nucl. Ac. Res.
- primer extension is used to quantify mtDNA mutations present in a biological sample.
- This embodiment may offer certain advantages by permitting both wildtype and mutant mtDNA to be simultaneously quantified using a single ohgonucleotide primer capable of hybridizing to a complementary nucleic acid target sequence that is present in a defined region of wildtype mtDNA and in a corresponding region of a mutated mtDNA sequence.
- primer extension assays may be designed such that ohgonucleotide extension products of primers hybridizing to mutated mtDNA are of different lengths than ohgonucleotide extension products of primers hybridizing to wildtype mtDNA. Accordingly, the amount of mutant mtDNA in a sample and the amount of wildtype mtDNA in the sample may be determined by quantification of distinct extension products that are separable on the basis of sequence length or molecular mass.
- primer extension products may be determined using any known method for characterizing the size of nucleic acid sequences with which those skilled in the art are familiar.
- primer extension products are characterized by gel electrophoresis.
- primer extension products are characterized by mass spectrometry (MS), which may further include matrix assisted laser deso ⁇ tion ionization/ time of flight (MALDI-TOF) analysis or other MS techniques known to those having skill in the art. See, for example, U.S. 5,622,824, U.S. 5,605,798 and U.S. 5,547,835. all of which are hereby inco ⁇ orated by reference in their entireties.
- primer extension products are characterized by liquid or gas chromatography, which may further include high performance liquid chromatography (HPLC), gas chromatography-mass spectrometry (GC-MS) or other well known chromatographic methodologies.
- DNA in a biological sample containing mtDNA is first amplified by methodologies well known in the art. such that the amplification products may be used as templates in a method for detecting single nucleotide polymorphisms or homoplasmic mtDNA mutations present in the sample. Accordingly, it may be desirable to employ ohgonucleotide primers that are complementary to target sequences that are identical in, and common to, wildtype and mutant mtDNA, for example PCR amplification templates and primers prepared according to Fahy et al. (Nucl. Acids Res., 25:3102, 1997) and Davis et al. (Proc. Nat. Acad. Sci.
- mtDNA mutations may be efficiently detected, screened and/or quantified by high throughput hybridization methodologies directed to independently probing a plurality of distinct mtDNAs, or a plurality of distinct ohgonucleotide primers as provided herein, that have been immobilized as nucleic acid arrays on a solid phase support.
- the solid support may be silica, quartz or glass, or any other material on which nucleic acid may be immobilized in a manner that permits appropriate hybridization, washing and detection steps as known in the art and as provided herein.
- solid-phase nucleic acid arrays are precisely spatially addressed, as described, for example. U.S.
- Patent 5.800,992 (see also, e.g., WO 95/21944; Schena et al., 1995 Science 270:467-470, 1995; Pease et al., 1994 Proc. Nat. Acad. Sci. USA 91 :5022; Lipshutz et al., 1995 Biotechniques 19: 442-447).
- Detection of hybridized (e.g., duplexed) nucleic acids on the nucleic acid array may be achieved according to any known procedure, for example, by spectrometry or potentiometry (e.g., MALDI-MS).
- the array contains oligonucleotides that are less than 50 bp in length.
- the format is preferably amenable to automation. It is preferred, for example, that an automated apparatus for use according to high throughput screening embodiments of the present invention is under the control of a computer or other programmable controller.
- the controller can continuously monitor the results of each step of the nucleic acid deposition, washing, hybridization, detection and related processes, and can automatically alter the testing paradigm in response to those results.
- the present invention also provides compositions and methods that are useful in pharmacogenomics, for the classification and/or stratification of a subject or a patient population.
- stratification may involve, for example, correlation of single nucleotide polymorphisms or homoplasmic mtDNA mutations as provided herein with, for instance, one or more particular traits in a subject, and further, optionally, with indicators of the responsiveness to, or efficacy of, a particular therapeutic treatment.
- detection in a biological sample of single nucleotide polymo ⁇ hisms or homoplasmic mtDNA mutations that segregate with AD from a subject is combined with identification of the subject's apolipoprotein E (APOE) genotype to determine the risk for, or presence of, Alzheimer's disease (AD) in the subject.
- APOE apolipoprotein E type 4 allele
- the apolipoprotein E type 4 allele (APOE- ⁇ 4) allele is a genetic susceptibility factor for sporadic AD and confers a two fold risk for AD (Corder et al.
- the method for determining the risk for or presence of AD in a subject by detecting single nucleotide polymo ⁇ hisms or homoplasmic mtDNA point mutations will further comprise determining the APOE genotype of the subject suspected of being at risk for AD.
- the present invention provides advantageous methods for identifying agents suitable for treating AD where such agents affect may be correlated with detection of one or more specific single nucleotide polymo ⁇ hisms or homoplasmic mtDNA mutations in a biological source.
- determination of specific single nucleotide polymorphisms or homoplasmic mtDNA mutations may be used to stratify an AD patient population. Accordingly, in another preferred embodiment of the invention, determination of such mutations in a biological sample from an AD subject may provide a useful correlative indicator for that subject. An AD subject so classified on the basis of one or more specific mutations may then be monitored using AD clinical parameters referred to above, such that correlation between particular mtDNA mutations and any particular clinical score used to evaluate AD may be monitored.
- stratification of an AD patient population according to at least one of the single nucleotide polymorphisms or homoplasmic mtDNA mutations provided herein may provide a useful marker with which to correlate the efficacy of any candidate therapeutic agent being used in AD subjects.
- determination of one or more specific mtDNA mutations in concert with determination of an AD subject's APOE genotype, as described above, may also be useful.
- ohgonucleotide primers will be employed that permit specific detection of the single nucleotide polymo ⁇ hisms or homoplasmic mtDNA point mutations disclosed in Tables 1-4 and Table 9, wherein specific substitution and deletion mutations in mitochondrial genes including, for example, those encoding 12S rRNA. 16S rRNA. several tRNAs, COX1, COX2, COX3, cytochrome b, ATPase 8, ATPase 6, ND1, ND2, ND4 and ND5 are disclosed, as are numerous mutations in the mtDNA D-loop region.
- Each mutation listed in Tables 1-4 and Table 9 is designated with (i) the identity of the nucleotide at a particular nucleotide position according to the wildtype human mtDNA sequence (Anderson et al., 1981 Nature 290:457; see also Andrews et al., 1999 Nature Genetics 23:147 and references cited therein), (ii) the nucleotide position number according to the convention of Anderson et al. (1981) and (iii) the identity of the mutated nucleotide at that position, identified as disclosed herein.
- the nucleotide T ( hymine) situated at position 1 189 of the wildtype mtDNA 12S rRNA gene is mutated to the nucleotide C (cytosine) in mtDNA analyzed from a substantial number of patients diagnosed with AD (see Tables 1, 2, 4).
- Table 9 also presents the number of samples in which a particular AD-associated SNP was detected, and the mitochondrial haplogroup of the mtDNA sample donor in which the AD-associated SNP was first identified (see also Examples, below).
- a mitochondrial single nucleotide polymorphism or homoplasmic mtDNA point mutation which includes a deviation in the identity of the nucleotide base situated at a specific position in a mtDNA sequence relative to the "wildtype" human mtDNA sequence (CRS) disclosed by Anderson et al. (1981), may fall into at least one of the following categories:
- An "error” refers to sequencing mistakes in the human mtDNA sequence reported by Anderson et al. (1981), as corrected by Andrews et al. (1999 Nature Genetics 23:147).
- a "'polymo ⁇ hism” in Tables 2-4 refers to a known polymo ⁇ hism in a human mtDNA sequence that is not associated with a particular human disease, but that has been detected and described as a result of naturally occurring variability in the identity of the nucleotide base situated at a given position in a human mtDNA sequence (see. e.g., "Mitomap", Emory University School of Medicine, available at http://www.gen.emory.edu).
- a "rare polymo ⁇ hism” in Tables 2-4 refers to a mtDNA nucleotide that differs from the base situated at the corresponding position in the Cambridge Reference Sequence (CRS) of Anderson et al.
- Particularly useful mutations that segregate with AD according to the present invention include homoplasmic mtDNA point mutations (e.g., single nucleotide polymo ⁇ hisms) presented in Tables 2-4 that are not errors, polymorphisms or rare polymorphisms as just described, and additionally, the homoplasmic mtDNA point mutations (e.g., single nucleotide polymo ⁇ hisms) presented in Table 9.
- Venous blood samples were obtained from donor individuals and collected in vacutainer tubes containing EDTA.
- White blood cell fractions were obtained by centrifugation at 2,500 rpm at 4°C for 30 min.
- the white blood cell layers were collected and diluted with 5 ml sterile TE buffer (10 mM Tris-HCl, pH 7.4, 1 mM EDTA) and centrifuged at 2,500 rpm for 10 min at 4°C.
- the cell pellet was then lysed by the addition of 10 ml lysis buffer containing 1% SDS and 400 ⁇ g/ml proteinase K in TE buffer. Cells were incubated for 4 hrs at 37°C while shaking at 200 rpm in an orbital shaker.
- Total cellular DNA was purified by two extractions with phenol/chloroform and two extractions with chloroform. DNA was precipitated by adding 1/10 volume 5 M NaCl and 2x volume 100% ethanol and placed at -20°C. DNA was pelleted by centrifugation, washed with 70% ethanol, and resuspended in TE buffer.
- Total cellular DNA was also isolated from frozen brain tissue by homogenizing the tissue in lysis buffer (50 mM Tris-HCl, pH 7.9, 100 mM EDTA, 0.1 M NaCl, 0.03 M DDT, 1% SDS, 1 mg/ml proteinase K) using a dounce glass homogenizer. The homogenized brain tissue was incubated for 30-60 min at 45-50°C. DNA was purified by two extractions with phenol/chloroform and two extractions with chloroform. DNA was precipitated by adding 1/10 volume 5 M NaCl and 2x volume 100% ethanol and placed at -20°C. DNA was pelleted by centrifugation, washed with 70% ethanol, and resuspended in TE buffer.
- lysis buffer 50 mM Tris-HCl, pH 7.9, 100 mM EDTA, 0.1 M NaCl, 0.03 M DDT, 1% SDS, 1 mg/ml proteinase K
- Total cellular DNA was also isolated from human SH-SY5Y neuroblastoma cells by first removing the cells from the tissue culture flasks by treatment with 0.5 mM EDTA in Dulbecco ' s PBS. Cells were then pelleted by centrifugation at 2,000 g for 10 min and DNA was extracted with DNAzol reagent (Molecular Research Center, Inc., Cincinnati, OH) according to the manufacturer's recommendations. DNA concentrations were determined by UV absorption at 260 nm. EXAMPLE 2 PCR AMPLIFICATION, SEQUENCING, AND SEQUENCE ANALYSIS
- Sequencing of the purified PCR products was performed using the same primer as used previously for amplification and the BigDye Terminator Cycle Sequencing kit (Perkin-Elmer). Sequencing reaction products were purified by ethanol precipitation or with CentriSep spin columns (Princeton Separations, Adelphia, NJ) and electrophoresed in the Applied Biosystems Model 373 A DNA sequencing system (Applied Biosystems Division, Perkin-Elmer, Foster City, CA). The Sequence Navigator software (Applied Biosystems Division. Perkin-Elmer) was used for analysis of sequence data, in addition to CAP and ALIGN sequence analysis programs, and mutations were identified by comparison with the published sequence of human mtDNA (Anderson et al., 1981 Nature 290:457).
- Mitochondrial DNA was isolated and sequenced from brain and blood samples of 24 controls (12 autopsy-confirmed disease controls, 2 autopsy- confirmed normal controls, and 10 living controls) and 33 AD cases (20 autopsy- confirmed AD, and 13 living AD patients) according to Examples 1 and 2. Altered mitochondrial rRNA sequences were detected in 82% of AD samples versus 50% of controls (Table 1 and Figure 1). When this analysis was restricted to only autopsy- confirmed (AC) cases, rRNA sequence changes were detected in 85% of AD and 43% of control samples.
- This example describes detection of mtDNA single nucleotide polymorphisms in DNA obtained from white blood cells of a subject (D-l) diagnosed as having Alzheimer's Disease, and in a cybrid cell line prepared using platelet-derived mtDNA from the same subject.
- Venous blood samples were collected from a human donor subject (D-l) diagnosed with AD (McKhann et al., Neurology 34:939, 1984, National Institute of Neurology, Communicative Disorders and Stroke and Alzheimer's Disease and Related Disorders Association Criteria of Probable AD, NINCDS-ADRDA) into vacutainer tubes (Becton-Dickinson, Inc., San Jose, CA) containing EDTA and maintained at 0- 4°C for preparation of white blood cell fractions, or containing acid citrate/ dextrose and maintained at ambient room temperature for preparation of platelet fractions.
- the blood samples were layered onto Histopaque®-1077 (Sigma. St. Louis, MO) and centrifuged at 2500 rpm for 30 min at 4°C.
- the white blood cell layers were collected and diluted with 5 ml sterile TE buffer (10 mM Tris-HCl, pH 7.4, 1 mM EDTA) and centrifuged at 2500 rpm for 10 min at 4°C.
- the cell pellet was then lysed by the addition of 10 ml lysis buffer (TE containing 1% SDS and 400 ⁇ g/ml proteinase K, both from Sigma) and incubated for 4 hrs at 37 °C in an orbital shaker set at 200 rpm.
- 10 ml lysis buffer TE containing 1% SDS and 400 ⁇ g/ml proteinase K, both from Sigma
- Total cellular DNA was purified by two extractions with phenol/chloroform and two extractions with chloroform. DNA was precipitated by adding 1/10 volume 5 M NaCl and 2x volume 100% ethanol, and incubating at -20°C. DNA was pelleted by centrifugation, washed with 70% ethanol and resuspended in TE buffer.
- AD-1 cytochrome c oxidase, COX, CO activity
- Expanded cultures of AD-1 cybrid cells were dislodged from tissue culture flasks by exposing them to 0.5 mM EDTA in Dulbecco's PBS (GIBCO-BRL, Grand Island, NY).
- AD-1 cells were pelleted by centrifugation (2000 x g, 10 min) and total cellular DNA was extracted from the cell pellet with DNAzol reagent (Molecular Research Center, Inc.. Cincinnati, OH) according to the manufacturer ' s instructions.
- DNA concentrations were determined by UV absorption at 260 nm.
- Total cellular DNA prepared from AD white blood cells and from AD cybrid cells was used as template for DNA amplification by polymerase chain reaction (PCR) with sets of L-strand and H-strand ohgonucleotide primers spanning the entire mtDNA molecule (Table 7).
- Amplifications were performed in 50 ⁇ l reaction volumes using 0.5-1.0 ⁇ g of template DNA, 200 ng each of L-strand and H-strand or forward and reverse primers, 200 ⁇ M of each dNTP, 10 mM Tris-HCl, pH 8.3, 50 mM KC1, 2 MM MgCl 2 and one unit of AmpliTaq DNA polymerase (Perkin-Elmer, Inc., Norwalk, CT).
- Amplification was carried out as follows using a GeneAmpTM PCR System 9600 thermal cycler (Perkin-Elmer): 95°C for 1 min, 60°C for 1 min, and 72°C for 1 min. for 30 cycles followed by one cycle at 72°C for 4 min.
- Amplification products were purified by horizontal agarose gel electrophoresis, band excision, elution of DNA from the agarose, and ethanol precipitation.
- amplicons were purified by the QIAquickTM PCR purification kit (Qiagen, Chatsworth, CA).
- PCR products were cloned using the TA-CloningTM kit (Invitrogen, Inc., Carlsbad, CA) and XL2BlueTM or XL2BlueMRFTM competent cells (Stratagene, Inc., La Jolla, CA), all according to the suppliers' recommendations. Recombinant colonies were selected and plasmid DNA was purified using the WizardTM Series 9600 DNA purification system (Promega, Inc., Madison, WI). Table 7 PCR PRIMERS FOR MTDNA
- This example shows expression of AD donor-derived mtDNA sequences in the AD-1 cybrid cell line constructed with mtDNA from a donor diagnosed as having AD, as described in Example 4.
- a competitive primer extension assay was employed essentially as described (Fahy et al., 1997 Nucl. Ac. Res. 25:3102), but exploiting the homoplasmic G6366A transition mutation detected in AD-1 cybrid cells (described in Example 4).
- Template DNA was prepared from white blood cells and from cybrid cells as described in Example 4, and was also prepared from parental SH-SY5Y neuroblastoma cells and from pooled control cybrid cells, i.e., cybrid cells constructed according to Miller et al. (1996 J. Neurochem. 67:1897-1907) but repopulated with mtDNA from subjects diagnosed as not having AD.
- a nucleotide mixture comprising dTTP, ddATP and ddCTP was used, such that wildtype (i.e., CRS) mtDNA template directed extension of the primer with a ddC residue while D-l (i.e., AD-derived) mtDNA template directed extension of the primer with, sequentially, dT and ddA residues.
- wildtype i.e., CRS
- D-l i.e., AD-derived
- template DNA or cDNA from AD- 1 cybrid cells (lanes 5 and 7) and from D-l (AD) white blood cells (lane 4) directed the generation exclusively of primer extension products that were extended by two nucleotide residues, consistent with the presence of the homoplasmic G6366A mutation in mtDNA from these cells.
- template DNA or cDNA from pooled control cybrid cells or from parental SH-SY5Y cells (lanes 6, 8 and 9) directed the generation only of primer extension products having a single nucleotide extension, indicative of the presence of wildtype DNA in these cells.
- EXAMPLE 6 MITOCHONDRIAL ELECTRON TRANSPORT CHAIN ENZYMES IN AD-1 CYBRID CELLS
- AD-1 cybrid cells were prepared as described in Example 4.
- a control cybrid cell line was constructed by PEG fusion of platelets from three age-matched, cognitively normal subjects p° SH-SY5Y neuroblastoma cells, as described (Miller et al., 1996 J. Neurochem. 67:1897).
- the control cybrid cells had normal Complex I and IV activities relative to parental SH-SY5Y cells when assayed (see below) 32-37 days after fusion. Subsequently, an equal number of cells from each control cybrid cell line was pooled and this mixed control culture was maintained.
- DNA samples were prepared by hypo-osmotic lysis of cybrid cells, followed by proteolysis at 95°C with thermostable alkaline protease.
- the DNA was digested with exonuclease PI and endonuclease III, and analyzed for 8OH-dG using electrochemical detection. Hydroxyl radical was assayed using thiobarbituric acid (Sattler et al., 1998 Meths. Mol. Biol. 110:167-191).
- Detergent lysates of AD-1 cybrid cells, mixed control cybrid cells and SH-SY5Y neuroblastoma cells were resolved electrophoretically, blot- transferred to nitrocellulose and probed with mouse anti-human COX subunit-specific antibodies (Molecular Probes, Inc., Eugene, OR) according to established procedures (Ausubel et al., Current Protocols in Molecular Biology, Greene Publishing, 1987). Blots were developed with HRP-conjugated anti-mouse immunoglobulin (Amersham. Inc., Arlington Heights, IL) and ECL chemiluminescent detection (Amersham) according to the supplier's instructions.
- AD-1 cybrid cells, mixed control cybrid cells and parental SH-SY5Y neuroblastoma cells all express comparable levels of the COX subunits.
- these results suggest that a COX catalytic defect or defects in the ability of COX submits to associate with one another or to localize to the proper subcellular location (and not reduced levels of COX biosynthesis) may be a consequence of the G6366A mutation in the COXl subunit of AD-1 cybrid cells.
- AD-1 cybrid cells also exhibited elevated levels of reactive oxygen species (ROS) production, relative to the mixed control cybrid cells (Table 8), with an apparent gradual decline in the relative level of elevated ROS over time.
- ROS reactive oxygen species
- AD-1 and mixed control cybrid cells were pre-loaded with 30 ⁇ M DCF-DA for 2 hours, rinsed. and then treated for 30 minutes with either 50 ⁇ M ethacrynic acid (a reduced glutathione scavenger) or with 2.5 mM aminotriazole (an inhibitor of the radical- savenging enzyme catalase ) prior to ROS determination by the DCF-DA method.
- ethacrynic acid a reduced glutathione scavenger
- 2.5 mM aminotriazole an inhibitor of the radical- savenging enzyme catalase
- the oxidative buffering activity levels of multiple specific radical scavenger enzymes was also determined to be elevated in AD-1 cybrid cells relative to mixed control cybrids (Figure 6).
- Gene expression in the AD-1 cybrids relative to the control cybrids was investigated for two of these enzymes, Cu/Zn SOD and Mn SOD.
- the elevated activity levels for these enzymes were accompanied by elevated expression levels, suggesting a possible compensatory mechanism related to the apparent oxidative defects in the AD-1 cybrids.
- This example describes detection of mtDNA single nucleotide polymorphisms in DNA obtained from white blood cells of a second subject (D-2) diagnosed as having Alzheimer's Disease, and in a cybrid cell line prepared using platelet-derived mtDNA from the same subject.
- D-2 a different donor
- AD-2 a second AD cybrid cell line
- Brain and/or blood samples were obtained from 13 normal living control subjects, 41 autopsy-confirmed normal and neurological disease control (i.e., non- AD) subjects, 13 living AD subjects, and 45 autopsy-confirmed AD and LBV (Lewy body variant) subjects.
- DNA isolation from brain and blood samples was essentially as described in Examples 1 and 4, respectively, except that for some brain samples mitochondria were first purified and mtDNA extracted as described by Mecocci et al. (1994 Ann. Neurol. 36:747).
- Ohgonucleotide primers specific for 12S rRNA and 16SrRNA genes are listed in Tables 5 and 7, and were used for PCR amplification, cloning and sequencing as described above.
- Mitochondrial DNA was isolated and sequenced from brain and blood samples of 24 controls and 24 autopsy-confirmed AD cases.
- Confirmed AD samples consisted of 11 frontal cortex samples, 3 parietal cortex samples and 10 blood samples.
- Control samples consisted of 12 autopsy-confirmed brain samples (mean age 79.3 years: 5 normal controls, frontal cortex; 5 diffuse Lewy body dementia (DLBD) samples, frontal cortex; 2 paraminenuclear palsy (PSP) samples, frontal cortex) and 12 blood samples from healthy, normal volunteers (mean age 88.8 years) with no family history of AD.
- Sequencing was conducted using a Perkin-Elmer Model 3700 DNA Analyzer with 96-capillary array according to the manufacturer's instructions, and data analysis, performed essentially as described in Example 2, also included categorization of sample sequences according to various parameters, including: source of tissue sample, patient clinical status (e.g., AD or control), patient haplogroup, mtDNA gene region in which an identified SNP resided and, for protein encoding mtDNA genes in which an AD-associated SNP was identified, whether the SNP was a synonymous substitution (i.e., resulted in no change in the amino acid sequence of the encoded protein) or a non-synonymous substitution (i.e., resulted in a different amino acid sequence for the encoded protein).
- source of tissue sample e.g., patient clinical status (e.g., AD or control)
- patient haplogroup e.g., mtDNA gene region in which an identified SNP resided and, for protein encoding mtDNA genes in
- AD-associated SNPs are presented in Table 9.
- Figures 8-14 depict the results of quantitative data analyses wherein AD-associated SNPs were grouped according to selected parameters.
- Fig. 8 presents a profile of the samples analyzed in this Example according to mtDNA haplogroup.
- Fig. 9. the distribution (percentage of samples analyzed having one or more SNP per indicated gene region) of AD-associated SNPs from Table 9 that reflect non-synonymous nucleotide substitutions according to mtDNA protein coding regions (i.e., gene loci) is presented, wherein SNPs detected in the AD group are compared to SNPs detected in all non- AD control groups.
- Fig. 10 the distribution (percentage of samples analyzed having one or more SNP per indicated gene region) of AD-associated SNPs from Table 9 that reflect non-synonymous nucleotide substitutions according to mtDNA protein coding regions (i.e., gene loci) is presented, wherein SNPs detected in the AD group are compared to SNPs detected in non-AD control groups that have been further categorized as normal (i.e., healthy) or diseased controls.
- Fig. 10 the distribution (percentage of samples analyzed having one or more SNP per indicated gene region) of AD-associated SNPs from Table 9 that reflect non-synonymous nucleotide substitutions according to mtDNA protein coding regions (i.e., gene loci) is presented, wherein SNPs detected in the AD group are compared to SNPs detected in non-AD control groups that have been further categorized as normal (i.e., healthy) or diseased controls.
- Fig. 10 the distribution (percentage of samples
- FIG. 11 shows the distribution (percentage of samples analyzed having one or more SNP per indicated gene region) of AD-associated SNPs from Table 9 that reflect synonymous nucleotide substitutions according to mtDNA protein coding regions (i.e., gene loci), wherein SNPs detected in the AD group are compared to SNPs detected in non-AD control groups that have been further categorized as normal (i.e.. healthy) or diseased controls.
- Fig. 12 shows the distribution (percentage of samples analyzed having one or more SNP per indicated gene region) of AD-associated SNPs from Table 9 that reflect nucleotide substitutions in mitochondrial tRNA genes according to each of the 22 known human mitochondrial tRNA coding regions (i.e., gene loci), wherein SNPs detected in the AD group are compared to SNPs detected in non-AD control groups that have been further categorized as normal (i.e., healthy) or diseased controls.
- Figure 13 summarizes the distribution (percentage of samples analyzed having one or more SNP per indicated mtDNA region) of AD-associated SNPs from Table 9 that reflect nucleotide substitutions in the indicated mtDNA region, wherein
- SNPs detected in the AD group are compared to SNPs detected in the corresponding mtDNA regions in samples derived from normal, healthy controls.
- Figure 14 summarizes the distribution (number of SNPs detected per patient) of AD-associated SNPs from Table 9 that reflect nucleotide substitutions in the indicated mtDNA region, wherein SNPs detected in the AD group are compared to
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