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Title: Methods for genotyping
polymorphisms in humans
United States Patent: 7,361,468
Issued: April 22, 2008
Inventors: Liu; Guoying
(Emeryville, CA), Cawley; Simon (Oakland, CA), Matsuzaki; Hajime (Palo
Alto, CA), Hubbell; Earl A. (Palo Alto, CA), Yang; Geoffrey (San Jose,
CA), Webster; Teresa A. (Santa Clara, CA), Mei; Rui (Santa Clara, CA), Di;
Xiaojun (Cupertino, CA), Chiles; Richard (Castro Valley, CA)
Assignee: Affymetrix, Inc.
(Santa Clara, CA)
Appl. No.: 11/175,859
Filed: July 5, 2005
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George Washington University's Healthcare MBA
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Abstract
Methods, kits and arrays of nucleic acid
probes for genotyping large numbers of human SNPs in parallel are
provided. A set of more than 100,000 human SNPs, known to be biallelic in
at least two populations is provided. Allele specific perfect match probes
and genotyping probe sets are provided for each allele of each biallelic
SNP in a set of human SNPs that is useful for genetic analysis within and
across populations. Probe sets that include perfect match and mismatch
probes are provided. The probe sets are suitable for inclusion in an
array. The invention provides the SNP and surrounding sequence and
provides the sequences in such a way as to make them available for a
variety of analyses including genotyping. As such, the invention relates
to diverse fields impacted by the nature of genetics, including biology,
medicine, and medical diagnostics.
Description of the
Invention
SUMMARY OF THE INVENTION
The invention provides nucleic acid sequences that are complementary to
particular regions of the human genome that are known or predicted to
contain single nucleotide polymorphisms (SNPs). The invention further
provides a collection of SNPs that are useful for performing analysis of the
human genome. For example, in one embodiment the invention comprises an
array comprising any or more, 1000 or more, 10,000 or more, 100,000 or more,
or 1,000,000 or more nucleic acid probes containing 15 or more consecutive
nucleotides from the sequences listed in SEQ ID NOS: 1-116,211, or the
perfect match, perfect mismatch, antisense match or antisense mismatch
thereof. In a preferred embodiment the array comprises 25 nucleotide probes
that are 25 consecutive nucleotides from each of the sequences listed in SEQ
ID NOS 1-116,211, each probe being a different 25 nucleotide sequence. In a
further embodiment, the invention comprises the use of any of the above
arrays or fragments disclosed in SEQ ID NOS 1-116,211 to: monitor loss of
heterozygosity; identify imprinted genes; genotype polymorphisms; determine
allele frequencies in a population, characterize biallelic markers; produce
genetic maps; detect linkage disequilibrium, determine allele frequencies,
do association studies, analyze genetic variation, to identify markers
linked to a phenotype or, compare genotypes between different individuals or
populations. In a further embodiment the invention comprises a method of
analysis comprising hybridizing one or more pools of nucleic acids to two or
more of the fragments disclosed in SEQ ID NOS 1-116,211 and detecting said
hybridization. In a further embodiment the invention comprises the use of
any one or more of the fragments disclosed in SEQ ID NOS 1-116,211 as a
primer for PCR.
DETAILED DESCRIPTION OF THE INVENTION
a) General
The present invention has many preferred embodiments and relies on many
patents, applications and other references for details known to those of the
art. Therefore, when a patent, application, or other reference is cited or
repeated below, it should be understood that it is incorporated by reference
in its entirety for all purposes as well as for the proposition that is
recited.
As used in this application, the singular form "a," "an," and "the" include
plural references unless the context clearly dictates otherwise. For
example, the term "an agent" includes a plurality of agents, including
mixtures thereof.
An individual is not limited to a human being but may also be other
organisms including but not limited to mammals, plants, bacteria, or cells
derived from any of the above.
Throughout this disclosure, various aspects of this invention can be
presented in a range format. It should be understood that the description in
range format is merely for convenience and brevity and should not be
construed as an inflexible limitation on the scope of the invention.
Accordingly, the description of a range should be considered to have
specifically disclosed all the possible subranges as well as individual
numerical values within that range. For example, description of a range such
as from 1 to 6 should be considered to have specifically disclosed subranges
such as from 1 to 3, from 1 to 4, from 1 to 5, from 2 to 4, from 2 to 6,
etc., as well as individual numbers within that range, for example, 1, 2, 3,
4, 5, and 6. This applies regardless of the breadth of the range.
The practice of the present invention may employ, unless otherwise
indicated, conventional techniques and descriptions of organic chemistry,
polymer technology, molecular biology (including recombinant techniques),
cell biology, biochemistry, and immunology, which are within the skill of
the art. Such conventional techniques include polymer array synthesis,
hybridization, ligation, and detection of hybridization using a label.
Specific illustrations of suitable techniques can be had by reference to the
example herein below. However, other equivalent conventional procedures can,
of course, also be used. Such conventional techniques and descriptions can
be found in standard laboratory manuals such as Genome Analysis: A
Laboratory Manual Series (Vols. I-IV), Using Antibodies: A Laboratory
Manual, Cells: A Laboratory Manual, PCR Primer: A Laboratory Manual, and
Molecular Cloning: A Laboratory Manual (all from Cold Spring Harbor
Laboratory Press), Stryer, L. (1995) Biochemistry (4th Ed.) Freeman, New
York, Gait, "Oligonucleotide Synthesis: A Practical Approach" 1984, IRL
Press, London, Nelson and Cox (2000), Lehninger, Principles of Biochemistry
3.sup.rd Ed., W.H. Freeman Pub., New York, N.Y. and Berg et al. (2002)
Biochemistry, 5.sup.th Ed., W.H. Freeman Pub., New York, N.Y., all of which
are herein incorporated in their entirety by reference for all purposes.
The present invention can employ solid substrates, including arrays in some
preferred embodiments. Methods and techniques applicable to polymer
(including protein) array synthesis have been described in U.S. Ser. No.
09/536,841, WO 00/58516, U.S. Pat. Nos. 5,143,854, 5,242,974, 5,252,743,
5,324,633, 5,384,261, 5,405,783, 5,424,186, 5,451,683, 5,482,867, 5,491,074,
5,527,681, 5,550,215, 5,571,639, 5,578,832, 5,593,839, 5,599,695, 5,624,711,
5,631,734, 5,795,716, 5,831,070, 5,837,832, 5,856,101, 5,858,659, 5,936,324,
5,968,740, 5,974,164, 5,981,185, 5,981,956, 6,025,601, 6,033,860, 6,040,193,
6,090,555, 6,136,269, 6,269,846 and 6,428,752, in PCT Applications Nos.
PCT/US99/00730 (International Publication No. WO 99/36760) and
PCT/US01/04285 (International Publication No. WO 01/58593), which are all
incorporated herein by reference in their entirety for all purposes. Patents
that describe synthesis techniques in specific embodiments include U.S. Pat.
Nos. 5,412,087, 6,147,205, 6,262,216, 6,310,189, 5,889,165, and 5,959,098.
Nucleic acid arrays that are useful in the present invention include those
that are commercially available from Affymetrix (Santa Clara, Calif.) under
the brand name GeneChip.RTM.. Example arrays are shown on the website at
affymetrix.com.
The present invention also contemplates many uses for polymers attached to
solid substrates. These uses include gene expression monitoring, profiling,
library screening, genotyping and diagnostics. Gene expression monitoring
and profiling methods and methods useful for gene expression monitoring and
profiling are shown in U.S. Pat. Nos. 5,800,992, 6,013,449, 6,020,135,
6,033,860, 6,040,138, 6,177,248 and 6,309,822. Genotyping and uses therefore
are shown in U.S. Ser. Nos. 10/442,021, 10/013,598 (U.S. Patent Application
Publication 20030036069), and U.S. Pat. Nos. 5,925,525, 6,268,141,
5,856,092, 6,267,152, 6,300,063, 6,525,185, 6,632,611, 5,858,659, 6,284,460,
6,361,947, 6,368,799, 6,673,579 and 6,333,179. Other methods of nucleic acid
amplification, labeling and analysis that may be used in combination with
the methods disclosed herein are embodied in U.S. Pat. Nos. 5,871,928,
5,902,723, 6,045,996, 5,541,061, and 6,197,506.
The present invention also contemplates sample preparation methods in
certain preferred embodiments. Prior to or concurrent with genotyping, the
genomic sample may be amplified by a variety of mechanisms, some of which
may employ PCR. See, for example, PCR Technology: Principles and
Applications for DNA Amplification (Ed. H. A. Erlich, Freeman Press, NY,
N.Y., 1992); PCR Protocols: A Guide to Methods and Applications (Eds. Innis,
et al., Academic Press, San Diego, Calif., 1990); Mattila et al., Nucleic
Acids Res. 19, 4967 (1991); Eckert et al., PCR Methods and Applications 1,
17 (1991); PCR (Eds. McPherson et al., IRL Press, Oxford); and U.S. Pat.
Nos. 4,683,202, 4,683,195, 4,800,159 4,965,188, and 5,333,675, and each of
which is incorporated herein by reference in their entireties for all
purposes. Modifications to PCR may also be used, for example, the inclusion
of Betaine or trimethylglycine, which has been disclosed, for example, in
Rees et al. Biochemistry 32:137-144 (1993), and in U.S. Pat. Nos. 6,270,962
and 5,545,539. The sample may be amplified on the array. See, for example,
U.S. Pat. No. 6,300,070 and U.S. Ser. No. 09/513,300, which are incorporated
herein by reference.
Other suitable amplification methods include the ligase chain reaction (LCR)
(for example, Wu and Wallace, Genomics 4, 560 (1989), Landegren et al.,
Science 241, 1077 (1988) and Barringer et al. Gene 89:117 (1990)),
transcription amplification (Kwoh et al., Proc. Natl. Acad. Sci. USA 86,
1173 (1989) and WO88/10315), self-sustained sequence replication (Guatelli
et al., Proc. Nat. Acad. Sci. USA, 87, 1874 (1990) and WO90/06995),
selective amplification of target polynucleotide sequences (U.S. Pat. No.
6,410,276), consensus sequence primed polymerase chain reaction (CP-PCR)
(U.S. Pat. No. 4,437,975), arbitrarily primed polymerase chain reaction (AP-PCR)
(U.S. Pat. Nos. 5,413,909, 5,861,245) nucleic acid based sequence
amplification (NABSA), rolling circle amplification (RCA), multiple
displacement amplification (MDA) (U.S. Pat. Nos. 6,124,120 and 6,323,009)
and circle-to-circle amplification (C2CA) (Dahl et al. Proc. Natl. Acad. Sci
101:4548-4553 (2004). (See, U.S. Pat. Nos. 5,409,818, 5,554,517, and
6,063,603, each of which is incorporated herein by reference). Other
amplification methods that may be used are described in, U.S. Pat. Nos.
5,242,794, 5,494,810, 5,409,818, 4,988,617, 6,063,603 and 5,554,517 and in
U.S. Ser. No. 09/854,317, each of which is incorporated herein by reference.
Additional methods of sample preparation and techniques for reducing the
complexity of a nucleic sample are described in Dong et al., Genome Research
11, 1418 (2001), in U.S. Pat. Nos. 6,361,947, 6,391,592 and U.S. Ser. Nos.
09/916,135, 09/920,491 (U.S. Patent Application Publication 20030096235),
09/910,292 (U.S. Patent Application Publication 20030082543), and
10/013,598.
Methods for conducting polynucleotide hybridization assays have been well
developed in the art. Hybridization assay procedures and conditions will
vary depending on the application and are selected in accordance with the
general binding methods known including those referred to in: Maniatis et
al. Molecular Cloning: A Laboratory Manual (2.sup.nd Ed. Cold Spring Harbor,
N.Y., 1989); Berger and Kimmel Methods in Enzymology, Vol. 152, Guide to
Molecular Cloning Techniques (Academic Press, Inc., San Diego, Calif.,
1987); Young and Davism, P. N. A. S, 80: 1194 (1983). Methods and apparatus
for carrying out repeated and controlled hybridization reactions have been
described in U.S. Pat. Nos. 5,871,928, 5,874,219, 6,045,996 and 6,386,749,
6,391,623 each of which are incorporated herein by reference
The present invention also contemplates signal detection of hybridization
between ligands in certain preferred embodiments. See U.S. Pat. Nos.
5,143,854, 5,578,832; 5,631,734; 5,834,758; 5,936,324; 5,981,956; 6,025,601;
6,141,096; 6,185,030; 6,201,639; 6,218,803; and 6,225,625, in U.S. Ser. No.
10/389,194 and in PCT Application PCT/US99/06097 (published as WO99/47964),
each of which also is hereby incorporated by reference in its entirety for
all purposes.
Methods and apparatus for signal detection and processing of intensity data
are disclosed in, for example, U.S. Pat. Nos. 5,143,854, 5,547,839,
5,578,832, 5,631,734, 5,800,992, 5,834,758; 5,856,092, 5,902,723, 5,936,324,
5,981,956, 6,025,601, 6,090,555, 6,141,096, 6,185,030, 6,201,639; 6,218,803;
and 6,225,625, in U.S. Ser. Nos. 10/389,194, 60/493,495 and in PCT
Application PCT/US99/06097 (published as WO99/47964), each of which also is
hereby incorporated by reference in its entirety for all purposes.
The practice of the present invention may also employ conventional biology
methods, software and systems. Computer software products of the invention
typically include computer readable medium having computer-executable
instructions for performing the logic steps of the method of the invention.
Suitable computer readable medium include floppy disk, CD-ROM/DVD/DVD-ROM,
hard-disk drive, flash memory, ROM/RAM, magnetic tapes and etc. The computer
executable instructions may be written in a suitable computer language or
combination of several languages. Basic computational biology methods are
described in, for example Setubal and Meidanis et al., Introduction to
Computational Biology Methods (PWS Publishing Company, Boston, 1997);
Salzberg, Searles, Kasif, (Ed.), Computational Methods in Molecular Biology,
(Elsevier, Amsterdam, 1998); Rashidi and Buehler, Bioinformatics Basics:
Application in Biological Science and Medicine (CRC Press, London, 2000) and
Ouelette and Bzevanis Bioinformatics: A Practical Guide for Analysis of Gene
and Proteins (Wiley & Sons, Inc., 2.sup.nd ed., 2001). See U.S. Pat. No.
6,420,108.
The present invention may also make use of various computer program products
and software for a variety of purposes, such as probe design, management of
data, analysis, and instrument operation. See, U.S. Pat. Nos. 5,593,839,
5,795,716, 5,733,729, 5,974,164, 6,066,454, 6,090,555, 6,185,561, 6,188,783,
6,223,127, 6,229,911 and 6,308,170.
The whole genome sampling assay (WGSA) is described, for example in Kennedy
et al., Nat. Biotech. 21, 1233-1237 (2003), Matsuzaki et al., Gen. Res. 14:
414-425, (2004), and Matsuzaki, et al. Nature Methods 1:109-111 (2004).
Algorithms for use with mapping assays are described, for example, in Liu et
al., Bioinformatics 19: 2397-2403 (2003) and Di et al. Bioinformatics
21:1958 (2005). Additional methods related to WGSA and arrays useful for
WGSA and applications of WGSA are disclosed, for example, in U.S. Patent
Application Nos. 60/676,058 filed Apr. 29, 2005, 60/616,273 filed Oct. 5,
2004, 10/912,445, 11/044,831, 10/442,021, 10/650,332 and 10/463,991. Genome
wide association studies using mapping assays are described in, for example,
Hu et al., Cancer Res.; 65(7):2542-6 (2005), Mitra et al., Cancer Res.,
64(21):8116-25 (2004), Butcher et al., Hum Mol Genet., 14(10):1315-25
(2005), and Klein et al., Science, 308(5720):385-9 (2005). Each of these
references is incorporated herein by reference in its entirety for all
purposes.
Additionally, the present invention may have preferred embodiments that
include methods for providing genetic information over networks such as the
Internet as shown in U.S. Ser. Nos. 10/197,621, 10/063,559 (United States
Publication Number 20020183936), 10/065,856, 10/065,868, 10/328,818,
10/328,872, 10/423,403, and 60/482,389.
Interrogation of Selected Human SNPs
SEQ ID NOS 1-116,211, are disclosed. SEQ ID NOS 1-57251 represent SNPs that
are found in Hind III fragments of the human genome that are within a
selected size range and SEQ ID NOS 57252-116,211 represent SNPs that are
present in Xba I fragments of the human genome that are within a selected
size range. The sequences provided correspond to one strand of the genomic
DNA including the SNP position and 25 bases 5' of the SNP and 24 bases 3' of
the SNP. The polymorphic base is at position 26 of the sequences listed in
the sequence listing. For example, SEQ ID NO 1 is 5' taatttggaa gacaacaagt
tcataYtacc agtctgtctg tccccccagt 3' and the SNP position is represented by
Y. The symbols Y, K, M and R are used to represent the SNP position where Y
is T or C, K is G or T, M is A or C, and R is G or A. So, for SEQ ID NO 1
the SNP has alleles T and C. Each of SEQ ID Nos. 1-116,211 represents a
single SNP from the human genome. SNPs were selected to be included in the
list of SNPs and to be interrogated by the mapping array from public
databases of SNPs such as dbSNP and from SNPs identified by Perlegen
Sciences, Inc. SNPs were selected through a screening and validation process
that evaluated accuracy of genotyping calls, rate of genotyping calls, and
physical distribution in the genome. The median physical distance between
SNPs is 8.5 kb and the average distance between SNPs is 23.6 kb. The average
heterozygosity of the SNPs is 0.30.
The SNPs were selected so that the set would broadly cover the human genome,
in a preferred embodiment more than 90% of the human genome is within 100 kb
of a SNP in the set of SNPs to be genotyped. In another embodiment more than
80% of the genome is within 50 kb of a SNP to be interrogated and more than
40% of the genome is within 10 kb of a SNP to be interrogated. Sets of SNPs
that are approximately evenly spaced throughout a genome may be used for
linkage and association analysis. In a preferred embodiment the assay allows
genotyping of at least 100,000 SNPs using 1 or 2 arrays and costing less
than one cent per SNP. More than half of the SNPs in the set have been
validated by resequencing at least 50 genomes from 25 individuals. Each
allele of each SNP may be interrogated by a single probe sequence or by
multiple probe sequences.
The probes of the array are allele specific so if the SNP is either T or C
then there is a probe or probe set that is complementary to the T allele and
a probe or probe set that is complementary to the C allele and the probe for
the T allele is in a different feature of the array than the probe for the C
allele. Features are at known or determinable locations.
In a preferred embodiment the array comprises sets of probes to detect the
SNPs represented by SEQ ID NOS 1-116,211 or subset of those SNPs. Arrays may
detect the genotype of at least 1,000, 5,000, 10,000, 25,000, 50,000 or
100,000 of the SNPs. In one embodiment there are 40 probes for each SNP,
comprising 10 quartets of 4 probes. Each quartet consists of a perfect match
probe for allele A, a perfect match probe for allele B, a mismatch probe for
allele A and a mismatch probe for allele B. The mismatch probe is identical
to the perfect match probe with the exception that the central base in the
mismatch probe, position 13 in a 25 nucleotide probe, is the complement of
the perfect match base. For example, if the perfect match probe has a G at
position 13 the mismatch probe has a C at that position. One quartet varies
from another in the position of the polymorphic base, for example in one
quartet the polymorphic base may be at the central or 0 position of the
probe, which is the 13.sup.th nucleotide from the 5' end of a 25 nucleotide
probe. In the other quartets the polymorphic base may be shifted 5' or 3' of
the 0 position. Thus, each 50 nucleotide sequence in the sequence listing
represents at least 40 different probes that contain at least 15 contiguous
nucleotides of a sequence from the sequence listing. An example of a
genotyping probe set of a preferred embodiment for a SNP, SNP 611, is shown
in Table 1 (see Original Patent).
The exemplary probe set shown in Table 1 has 40 probes. The two strands of
the DNA are indicated by 0 or 1. There are 10 sets of 4 probes. Each set has
2 perfect match probes, 1 for each allele and 2 mismatch probes. In this set
there are 24 probes, (6 probe sets of 4 probes), for the 0 strand and 16
probes, (4 probe sets of 4 probes), for the 1 strand. The probe sets for the
0 strand correspond to having the SNP allele at positions -4, -2, -1, 0, 1
and 4 of the probe and the probe sets for the 1 strand correspond to the SNP
allele at positions -4, -2, -1 and 0 of the probe (where 0 is the central
position of the probe). As shown by this example there can be an unequal
number of probe sets for the 0 and 1 strand. PM A indicates perfect match
probes for allele A and PM G indicates perfect match probes for allele G.
Mismatch probes for allele A and G are indicated by MM A and MM G,
respectively.
In a preferred embodiment the optimal 10 quartets are selected for each SNP.
This may be 5 quartets for each of the two strands or an unequal number of
quartets from each strand, for example, 6 from one strand and 4 from the
other as in the example in Table 1. There may be 7 and 3, 8 and 2, 9 and 1
or 10 and 0. The quartets may vary in the position of the SNP base. For
example, the 5 quartets may be 0, +2, +4, -3, and -4 on one strand and 0,
+1, +3, -2, and -4 on the opposite strand. In some embodiments the quartets
for one strand correspond to the quartets from the other strand so that the
probes from one quartet are the complements of the probes from the
corresponding quartet.
In the example probe set provided in Table 1, SEQ ID No. 116,212 has a T at
position 13 and a T at position 17 and is the perfect match (PM) A probe.
SEQ ID No. 116,213 has an A at position 13 and a T at position 17 and is the
mismatch (MM) A probe. Position 13 is the position of the mismatch base in
the MM A probe and position 17 is the position of the allele specific SNP
base. The SNP position is shifted to the -4 position relative to the 0
strand. The -4 G allele probes are SEQ ID Nos. 116,224 and 116,225 and they
have a C at position 17. The -4 probes for the A allele for the 1 strand,
the opposite strand, are SEQ ID Nos. 116,236 and 116,237. The mismatch is at
position 13 and the SNP allele is at position 9.
Accordingly, for each nucleic acid sequence listed in SEQ ID NOS 1-116,211,
this disclosure includes a probe comprising any contiguous length of from 15
to 50 nucleotides from a sequence in the list or the complement of a
sequence in the list. The oligonucleotides may also comprise any contiguous
length from 15 to 50 nucleotides from a sequence in the list or the
complement of a sequence in the list including a single base mismatch. The
position of the mismatch is preferably located at the central position of
the probe, for example, for a probe of 25 nucleotides, the mismatch position
would be position 13. In another embodiment the mismatch position may be
located anywhere in the nucleic acid sequence and may comprise one base, or
in some embodiments there may be 2, 3, 4 or 5 mismatches. Generally, the
sequences correspond to SNPs each represented by a single sequence from SEQ
ID Nos. 1-116,211, which include the SNP position and sequences surrounding
the SNP. The SNPs are preferably biallelic but may be triallelic and the
probes in a preferred embodiment are used to distinguish between different
alleles of a SNP. Allele frequencies vary between populations so a SNP that
is biallelic in one population may not be polymorphic in another population
or may be represented by different alleles or different allele frequencies.
The present invention includes: the sequences listed in SEQ ID NOS 1-116,211
and the complement of these sequences. In a preferred aspect an array
including a genotyping probe set of at least 20 probes for at least 10,000
SNPs, designed from sequences in the sequence listing according to the
example in Table 1, is disclosed. Also contemplated are mismatch probes
incorporating at least 15 bases from SEQ ID NOS 1-116,211, longer nucleotide
sequences which include at least one of the nucleic acid sequences listed in
SEQ ID NOS 1-116,211 and the complement of these sequences and sub-sequences
greater than 15 nucleotides in length of the target nucleic acid sequences
listed in SEQ ID NOS 1-116,211 and the complement of these sequences. Also
disclosed are oligonucleotides that comprise 15 to 50 contiguous nucleotides
from one of the sequences in SEQ ID No. 1-116,211 or the complement of SEQ
ID No. 1-116,211 and additional sequence 5' or 3'. For example,
oligonucleotides or probes may comprise one or more tag sequences, universal
priming sequence, or restriction enzyme recognition sequences upstream or
downstream (5' or 3') of a region comprising 15 to 50 contiguous nucleotides
of SEQ ID No. 1-116,211. The oligonucleotides may be attached to a solid
support, for example, each different sequence may be attached to one or more
beads. In one embodiment an oligonucleotide that is complementary to each
allele of each of the SNPs represented by SEQ ID No. 1-116,211 is attached
to an array in a determinable location that is different from a plurality of
other different sequence oligonucleotides. The oligonucleotides may be
extended in an allele specific manner and extension detected. For example,
extension may be with labeled nucleotides and may also be allele specific.
Differently tagged oligos may be used for each allele of each SNP. See, for
example, U.S. Pat. Nos. 6,709,816, 6,287,778, and 6,638,719. Tags, tag
probes, arrays of tag probes, methods of using tags, and methods of
selecting sets of tags are disclosed, for example, in U.S. Pat. Nos.
6,458,530 and 6,656,412 and in U.S. patent application Ser. No. 09/827,383.
The nucleic acid sequences listed in SEQ ID NOS 1-116,211 correspond to
regions of the human genome containing SNPs. Information about the SNPs
represented by each of the sequences in the sequence listing can be obtained
from public databases. Each SNP has a reference SNP ID or "rs" ID that
identifies a SNP in the NCBI (National Center for Biotechnology Information)
SNP database (dbSNP). A reference SNP ID, or `rs` ID is an identification
tag assigned by NCBI to SNPs that appear to be unique in the database. The
rs ID number, or tag, is assigned at submission. For example, 1000018A,
refers to the A allele of a SNP at position 62126003 of chromosome 2. The
observed alleles are A and T. A search of the dbSNP database for rs1000018
provides available information about the SNP. For each of the SNP IDs
represented in the sequence listing the corresponding entry in dbSNP is
incorporated by reference (Build 116, Aug. 2, 2003).
SNPs were selected from the publicly available database of human SNPs. The
selected SNPs are from the group of SNPs that are present on XbaI or HindIII
fragments of 250 to 2000 base pairs. A computer system was used to predict
fragments that would result when the human genome is digested with XbaI or
HindIII. Those fragments in the selected size range were selected for
further analysis. Of those fragments those that carried a SNP were selected
as potential target sequences. SNPs were selected from these potential
target sequences and the selected SNPs are represented by SEQ ID NOS
1-116,211. In some embodiments the present invention provides one or more
pools of unique nucleotide sequences complementary to SNPs and sequence
surrounding SNPs which alone, or in combinations of 2 or more, 10 or more,
100 or more, 1,000 or more, 10,000 or more or 100,000 or more can be used
for a variety of applications.
In one embodiment, the present invention provides for a pool of unique
nucleotide sequences which are complementary to human SNPs and sequence
surrounding SNPs formed into a high density array of probes suitable for
array based massive parallel gene expression. Array based methods for SNP
analysis and genotyping are disclosed and discussed in detail in U.S. Pat.
Nos. 6,361,947 and 6,368,799 which are incorporated herein by reference for
all purposes. Generally those methods of SNP analysis involve: (1) providing
a pool of target nucleic acids comprising one or more target sequence(s),
(2) amplifying a collection of target sequences, (3) hybridizing the
amplified nucleic acid sample to a high density array of probes, and (4)
detecting the hybridized nucleic acids and determining the presence or
absence of one or more alleles for one or more SNPs.
The development of Very Large Scale Immobilized Polymer Synthesis or
VLSIPS.TM. technology has provided methods for making very large arrays of
nucleic acid probes in very small arrays. See U.S. Pat. No. 5,143,854 and
PCT Nos. WO 90/15070 and 92/10092, and Fodor et al., Science, 251:767-77
(1991), each of which is incorporated herein by reference. U.S. Pat. Nos.
5,800,992 and 6,040,138 describe methods for making arrays of nucleic acid
probes that can be used to detect the presence of a nucleic acid containing
a specific nucleotide sequence. Methods of forming high-density arrays of
nucleic acids, peptides and other polymer sequences with a minimal number of
synthetic steps are known. The nucleic acid array can be synthesized on a
solid substrate by a variety of methods, including, but not limited to,
light-directed chemical coupling, and mechanically directed coupling. See
also US Pub. Nos. 20030003490, 20020187515, and 20020177141.
In one embodiment probes are present on the array so that each SNP is
represented by a collection of probes. The array may comprise between 4 and
80 probes for each SNP. In one embodiment the collection comprises, between
20 and 40 probes for each SNP. In another embodiment the array comprises
about 40 to about 56 probes for each SNP. In a preferred embodiment the
collection comprises about 40 probes for each SNP, 20 for each allele. In
one embodiment the probes may be present in sets of 8 probes that correspond
to a PM probe for each of two alleles, a MM probe for each of 2 alleles, and
the corresponding probes for the opposite strand. In another embodiment the
probes may be present in sets of 4 probes that correspond to a PM probe for
each of two alleles and a MM probe for each of 2 alleles, all complementary
to the same strand. The polymorphic position may be the central position of
the probe region, for example, the probe region may be 25 nucleotides and
the polymorphic allele may be in the middle with 12 nucleotides on either
side. In other probe sets the polymorphic position may be offset from the
center. For example, the polymorphic position may be from 1 to 7 bases from
the central position on either the 5' or 3' side of the probe. The
interrogation position, which is changed in the mismatch probes, may remain
at the center position. In one embodiment there are 56 probes for each SNP:
the 8 probes corresponding to the polymorphic position at the center or 0
position and 8 probes for the polymorphic position at each of the following
positions: -4, -2, -1, +1, +3 and +4 relative to the central or 0 position.
In another embodiment 40 probes are used, 8 for the 0 position and 8 for
each of 4 additional positions selected from: -4, -2, -1, +1, +3 and +4
relative to the central or 0 position. The probes sets used may vary
depending on the SNP, for example, for one SNP the probes may be -4, -2, 0,
+1 and +4 and for another SNP they may be -2, -1, 0, +1 and +4. Empirical
data may be used to choose which probe sets to use on an array. In another
embodiment 24 or 32 probes may be used for one or more SNPs.
In many embodiments pairs are present in perfect match and mismatch pairs,
one probe in each pair being a perfect match to the target sequence and the
other probe being identical to the perfect match probe except that the
central base is a homo-mismatch. Mismatch probes provide a control for
non-specific binding or cross-hybridization to a nucleic acid in the sample
other than the target to which the probe is directed. Thus, mismatch probes
indicate whether hybridization is or is not specific. For example, if the
target is present, the perfect match probes should be consistently brighter
than the mismatch probes because fluorescence intensity, or brightness,
corresponds to binding affinity. (See e.g., U.S. Pat. No. 5,324,633, which
is incorporated herein for all purposes.) Finally, the difference in
intensity between the perfect match and the mismatch probe (I(PM)-I(MM))
provides a good measure of the concentration of the hybridized material. See
PCT No. WO 98/11223, which is incorporated herein by reference for all
purposes.
In another embodiment, the current invention provides a pool of sequences
that may be used as probes. Methods for making probes are well known. See
e.g., MOLECULAR CLONING A LABORATORY MANUAL, Sambrook and Russell Eds., CSLH
Press, (3.sup.rd ed. 2001), which is hereby incorporated in its entirety by
reference for all purposes. Sambrook describes a number of uses for nucleic
acid probes of defined sequence. Some of the uses described by Sambrook
include: (1) screening cDNA or genomic DNA libraries, or subclones derived
from them, for additional clones containing segments of DNA that have been
isolated and previously sequenced; (2) identifying or detect the sequences
of specific genes; (3) detecting specific mutations in genes of known
sequence; to detect specific mutations generated by site-directed
mutagenesis of cloned genes; (4) and mapping the 5' termini of mRNA
molecules by primer extensions. Sambrook describes other uses for probes
throughout. See also Alberts et al., MOLECULAR BIOLOGY OF THE CELL (3.sup.rd
ed. 1994) at 307 and Lodish et al., MOLECULAR CELL BIOLOGY, (4.sup.th ed.
2000) at 285-286, each of which is hereby incorporated by reference in its
entirety for all purposes, for a brief discussion of the use of nucleic acid
probes in in situ hybridization. Other uses for probes derived from the
sequences disclosed in this invention will be readily apparent to those of
skill in the art. See e.g., Lodish et al., MOLECULAR CELL BIOLOGY, (3.sup.rd
ed. 1995) at 229-233, incorporated above, for a description of the
construction of genomic libraries.
In another embodiment, the current invention may be combined with known
methods to genotype polymorphism in a wide variety of contexts. For example,
the methods may be used to do association studies, identify candidate genes
associated with a phenotype, genotype SNPs in clinical populations, or
correlate genotype information to clinical phenotypes. The SNPs of Table 1
have been selected based on a number of criteria that make them suitable for
complex genetic analysis, for example, linkage analysis and association
studies. The SNPs in the set of SNPs represented by the sequence listing are
spaced throughout the genome at an average distance of 210 Kb from one
another and they are known to be polymorphic in multiple populations. The
panel of SNPs or a subset of these SNPs may be genotyped by any method
available. See, Color Atlas of Genetics (2.sup.nd ed), Ed. Passarge (2001)
Thieme, NY, N.Y., which is incorporated by reference.
For a discussion of genotyping analysis methods see, for example, Elena and
Lenski Nature Reviews, Genetics 4:457-469 (2003), Twyman and Primrose,
Pharmacogenomics 4:67-79 (2003), Hirschhorn et al. Genetics in Medicine
4:45-61 (2002) and Glazier et al. Science 298:2345-2349 (2002) each of which
is incorporated herein by references for all purposes. For a discussion of
high throughput genotyping approaches see, for example, Jenkins and Gibson,
Comp Funct Genom 2002; 3:57-66 which is incorporated herein by reference.
For a review of methods of haplotype analysis in population genetics and
association studies see, for example, Zhao et al. Pharmacogenomics 4:171-178
(2003), which is incorporated herein by reference.
In preferred embodiments the SNPs are genotyped by amplification of the
sample using the whole genome sampling assay, (WGSA), hybridization to a
mapping array as disclosed herein and analysis of the hybridization pattern
using software that provides genotyping calls. WGSA is described, for
example in Kennedy et al., Nat. Biotech. 21, 1233-1237 (2003), Matsuzaki et
al., Gen. Res. 14: 414-425, (2004), and Matsuzaki, et al. Nature Methods 1:
109-111 (2004). Algorithms for use with mapping assays are described, for
example, in Liu et al., Bioinformatics 19: 2397-2403 (2003) and Di et al.
Bioinformatics 21:1958 (2005). Additional methods related to WGSA and arrays
useful for WGSA and applications of WGSA are disclosed, for example, in U.S.
Patent Application Nos. 60/676,058 filed Apr. 29, 2005, 60/616,273 filed
Oct. 5, 2004, 10/912,445, 11/044,831, 10/442,021, 10/650,332 and 10/463,991.
Genome wide association studies using mapping assays are described in, for
example, Hu et al., Cancer Res.;65(7):2542-6 (2005), Mitra et al., Cancer
Res., 64(21):8116-25 (2004), Butcher et al., Hum Mol Genet., 14(10):1315-25
(2005), and Klein et al., Science, 308(5720):385-9 (2005). Each of these
references is incorporated herein by reference in its entirety for all
purposes.
One skilled in the art will appreciate that a wide range of applications
will be available using 2 or more, 10 or more, 100 or more, 1000 or more,
10,000 or more, 100,000 or more, or more of the SEQ ID NOS 1-116,211
sequences as probes for polymorphism detection and analysis. The combination
of the DNA array technology and the Human SNP specific probes in this
disclosure is a powerful tool for genotyping and mapping disease loci.
In many embodiments the target sequences are a subset that is representative
of a larger set. For example, the target sequences may be 1,000, 5,000,
10,000 or 100,000 to 10,000, 20,000, 100,000, 1,500,000 or 3,000,000 SNPs
that may be representative of a larger population of SNPs present in a
population of individuals. The target sequences may be dispersed throughout
a genome, including for example, sequences from each chromosome, or each arm
of each chromosome. Target sequences may be representative of haplotypes or
particular phenotypes or collections of phenotypes. For a description of
haplotypes see, for example, Gabriel et al., Science, 296:2225-9 (2002),
Daly et al. Nat Genet., 29:229-32 (2001) and Rioux et al., Nat Genet.,
29:223-8 (2001), each of which is incorporated herein by reference in its
entirety.
In another embodiment, the present invention may be used for cross-species
comparisons. One skilled in the art will appreciate that it is often useful
to determine whether a SNP present in one species, for example human, is
present in a conserved format in another species, including, without
limitation, gorilla, chimp, mouse, rat, or chicken. See e.g. Andersson et
al., Mamm. Genome, 7(10):717-734 (1996), which is hereby incorporated by
reference for all purposes, which describes the utility of cross-species
comparisons. The use of 2 or more, 10 or more, 100 or more, 1000 or more,
10,000 or more, 100,000 or more of the sequences disclosed in this invention
in an array can be used to determine whether any sequence from one or more
of the human SNPs represented by the sequences disclosed in this invention
is conserved in another species by, for example, hybridizing genomic nucleic
acid samples from another species to an array comprised of the sequences and
probe sets disclosed in this invention.
In a preferred embodiment, the hybridized nucleic acids are detected by
detecting one or more labels attached to the sample nucleic acids. The
labels may be incorporated by any of a number of means well known to those
of skill in the art. In one embodiment, the label is simultaneously
incorporated during the amplification step in the preparation of the sample
nucleic acids. Thus, for example, polymerase chain reaction (PCR) with
labeled primers or labeled nucleotides will provide a labeled amplification
product. In another embodiment, transcription amplification using a labeled
nucleotide (e.g. fluorescein-labeled UTP and/or CTP) incorporates a label
into the transcribed nucleic acids.
Alternatively, a label may be added directly to the original nucleic acid
sample (e.g., mRNA, polyA mRNA, cDNA, etc.) or to the amplification product
after the amplification is completed. Means of attaching labels to nucleic
acids are well known to those of skill in the art and include, for example,
nick translation or end-labeling (e.g. with a labeled RNA) by kinasing the
nucleic acid and subsequent attachment (ligation) of a nucleic acid linker
joining the sample nucleic acid to a label (e.g., a fluorophore). In another
embodiment label is added to the end of fragments using terminal
deoxytransferase (TdT).
Detectable labels suitable for use in the present invention include any
composition detectable by spectroscopic, photochemical, biochemical,
immunochemical, electrical, optical or chemical means. Useful labels in the
present invention include, but are not limited to: biotin for staining with
labeled streptavidin conjugate; anti-biotin antibodies, magnetic beads
(e.g., Dynabeads.TM.); fluorescent dyes (e.g., fluorescein, texas red,
rhodamine, green fluorescent protein, and the like); radiolabels (e.g.,
.sup.3H, .sup.125I, .sup.35S, .sup.14C, or .sup.32P); phosphorescent labels;
enzymes (e.g., horse radish peroxidase, alkaline phosphatase and others
commonly used in an ELISA); and colorimetric labels such as colloidal gold
or colored glass or plastic (e.g., polystyrene, polypropylene, latex, etc.)
beads. Patents teaching the use of such labels include U.S. Pat. Nos.
3,817,837; 3,850,752; 3,939,350; 3,996,345; 4,277,437; 4,275,149; and
4,366,241, each of which is hereby incorporated by reference in its entirety
for all purposes.
Means of detecting such labels are well known to those of skill in the art.
Thus, for example, radiolabels may be detected using photographic film or
scintillation counters; fluorescent markers may be detected using a
photodetector to detect emitted light. Enzymatic labels are typically
detected by providing the enzyme with a substrate and detecting the reaction
product produced by the action of the enzyme on the substrate, and
colorimetric labels are detected by simply visualizing the colored label.
The label may be added to the target nucleic acid(s) prior to, or after the
hybridization. So called "direct labels" are detectable labels that are
directly attached to or incorporated into the target nucleic acid prior to
hybridization. In contrast, so called "indirect labels" are joined to the
hybrid duplex after hybridization. Often, the indirect label is attached to
a binding moiety that has been attached to the target nucleic acid prior to
the hybridization. Thus, for example, the target nucleic acid may be
biotinylated before the hybridization. After hybridization, an avidin-conjugated
fluorophore will bind the biotin bearing hybrid duplexes providing a label
that is easily detected. For a detailed review of methods of labeling
nucleic acids and detecting labeled hybridized nucleic acids. See Tijssen,
LABORATORY TECHNIQUES IN BIOCHEMISTRY AND MOLECULAR BIOLOGY, VOL. 24:
HYBRIDIZATION WITH NUCLEIC ACID PROBES (1993) which is hereby incorporated
by reference in its entirety for all purposes.
D. Methods of Use
The methods of the presently claimed invention can be used for a wide
variety of applications including, for example, linkage and association
studies, identification of candidate gene regions, genotyping clinical
populations, correlation of genotype information to phenotype information,
loss of heterozygosity analysis, and identification of the source of an
organism or sample, or the population from which an organism or sample
originates. Any analysis of genomic DNA may be benefited by a reproducible
method of polymorphism analysis. Furthermore, the probes, sequences, arrays
and collections of SNPs of the presently claimed invention are particularly
well suited for study and characterization of extremely large regions of
genomic DNA in individual samples and in populations.
In a preferred embodiment, the methods of the presently claimed invention
are used to genotype individuals, populations or samples. For example, any
of the procedures described above, alone or in combination, could be used to
interrogate SNPs present in Table 1. The disclosed arrays could be used in
conjunction with methods of reducing the complexity of a sample in a
reproducible and predictable manner. For example, complexity reduction
methods may be designed to amplify a collection of target sequences that
correspond to fragments containing SNPs from Table 1. Arrays may be designed
and manufactured on a large scale basis to interrogate those fragments with
probes comprising sequences from SEQ ID NOS 1-116,211. Thereafter, a sample
from one or more individuals would be obtained and prepared using the same
techniques which were used to prepare the selection probes or to design the
array. Each sample can then be hybridized to an array and the hybridization
pattern can be analyzed to determine the genotype of each individual or a
population of individuals. Methods of use for polymorphisms and SNP
discovery can be found in, for example, U.S. Pat. No. 6,361,947 which is
herein incorporated by reference in its entirety for all purposes.
Correlation of Polymorphisms with Phenotypic Traits
Most human sequence variation is attributable to or correlated with SNPs,
with the rest attributable to insertions or deletions of one or more bases,
repeat length polymorphisms and rearrangements. On average, SNPs occur every
1,000-2,000 bases when two human chromosomes are compared, resulting in an
estimated 3,000,000 SNPs in the human genome. (See, The International SNP
Map Working Group, Science 409: 928-933 (2001) incorporated herein by
reference in its entirety for all purposes.) Human diversity is limited not
only by the number of SNPs occurring in the genome but further by the
observation that specific combinations of alleles are found at closely
linked sites, generating haplotypes. For a description of haplotypes see,
for example, Gabriel et al., Science, 296:2225-9 (2002), Daly et al. Nat
Genet., 29:229-32 (2001) and Rioux et al., Nat Genet., 29:223-8 (2001), each
of which is incorporated herein by reference in its entirety.
Correlation of individual polymorphisms or groups of polymorphisms with
phenotypic characteristics is a valuable tool in the effort to identify DNA
variation that contributes to population variation in phenotypic traits.
Phenotypic traits include, for example, physical characteristics, risk for
disease, and response to the environment. Polymorphisms that correlate with
disease are particularly interesting because they represent mechanisms to
accurately diagnose disease and targets for drug treatment. Hundreds of
human diseases have already been correlated with individual polymorphisms
but there are many diseases that are known to have an, as yet unidentified,
genetic component and many diseases for which a component is or may be
genetic. Large scale association studies using large groups of SNPs provides
additional tools for disease association studies.
Many diseases may correlate with multiple genetic changes making
identification of the polymorphisms associated with a given disease more
difficult. One approach to overcome this difficulty is to systematically
explore the limited set of common gene variants for association with
disease.
To identify correlation between one or more alleles and one or more
phenotypic traits, individuals are tested for the presence or absence of
polymorphic markers or marker sets and for the phenotypic trait or traits of
interest. The presence or absence of a set of polymorphisms is compared for
individuals who exhibit a particular trait and individuals who exhibit lack
of the particular trait to determine if the presence or absence of a
particular allele is associated with the trait of interest. For example, it
might be found that the presence of allele A1 at polymorphism A correlates
with heart disease. As an example of a correlation between a phenotypic
trait and more than one polymorphism, it might be found that allele A1 at
polymorphism A and allele B1 at polymorphism B correlate with a phenotypic
trait of interest.
Diagnosis of Disease and Predisposition to Disease
Markers or groups of markers that correlate with the symptoms or occurrence
of disease can be used to diagnose disease or predisposition to disease
without regard to phenotypic manifestation. To diagnose disease or
predisposition to disease, individuals are tested for the presence or
absence of polymorphic markers or marker sets that correlate with one or
more diseases. If, for example, the presence of allele A1 at polymorphism A
correlates with coronary artery disease then individuals with allele A1 at
polymorphism A may be at an increased risk for the condition.
Individuals can be tested before symptoms of the disease develop. Infants,
for example, can be tested for genetic diseases such as phenylketonuria at
birth. Individuals of any age could be tested to determine risk profiles for
the occurrence of future disease. Often early diagnosis can lead to more
effective treatment and prevention of disease through dietary, behavior or
pharmaceutical interventions. Individuals can also be tested to determine
carrier status for genetic disorders. Potential parents can use this
information to make family planning decisions.
Individuals who develop symptoms of disease that are consistent with more
than one diagnosis can be tested to make a more accurate diagnosis. If, for
example, symptom S is consistent with diseases X, Y or Z but allele A1 at
polymorphism A correlates with disease X but not with diseases Y or Z an
individual with symptom S is tested for the presence or absence of allele A1
at polymorphism A. Presence of allele A1 at polymorphism A is consistent
with a diagnosis of disease X. Genetic expression information discovered
through the use of arrays has been used to determine the specific type of
cancer a particular patient has. (See, Golub et al. Science 286: 531-537
(2001) hereby incorporated by reference in its entirety for all purposes.)
The arrays may be used for any application that uses genotype information,
for examples, applications such as pharmacogenomics, translational medicine,
paternity analyis, linkage, association, allele frequency determination,
relatedness determination, forensics and genetic mapping.
Claim 1 of 15 Claims
1. An array of oligonucleotides, the
array consisting of: a plurality of different allele specific perfect
match probes attached to a solid support, wherein each allele specific
perfect match probe consists of 20 to 50 contiguous nucleotides from a
different sequence listed in SEQ ID Nos. 1-116,211 and wherein the
plurality of different allele specific perfect match probes consists of at
least one probe consisting of between 20 and 50 contiguous nucleotides
from each of SEQ ID NOs. 1-116,211; wherein each of the allele specific
perfect match probes overlaps with nucleotide 26 of the sequence given in
the respective SEQ ID NO, and each probe is perfectly complementary to one
of the two possible alleles, and wherein each different allele specific
perfect match probe is attached to a solid support in a known or
determinable location of the array, wherein the two possible alleles are
nucleotides allowed by the degenerate symbol at position 26 of the
sequence given in the respective SEQ ID NO.
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