# Patent

## Title
Method of diagnosing breast cancer and compositions therefor

## Abstract

A method of diagnosing breast cancer in an individual aged younger than 41 or older than 54 is provided. The method comprises obtaining a nucleic acid from the individual and determining a nucleotide at a polymorphic site of the nucleic acid. Polynucleotides specific to breast cancer, a microarray comprising the polynucleotides, and diagnostic kits are also provided.

## Background
CROSS-REFERENCE TO RELATED PATENT APPLICATION
This application claims priority from Korean Patent Application No. 10-2005-0018439, filed on Mar. 5, 2005, in the Korean Intellectual Property Office, the disclosure of which is incorporated herein in its entirety by reference.
1. Field of the Invention
The present invention relates to a method of diagnosing breast cancer using a polymorphic sequence specific to breast cancer, a polynucleotide specific to breast cancer, and a microarray and a diagnostic kit including the polynucleotide.
2. Description of the Related Art
The genomes of all organisms undergo spontaneous mutation in the course of their continuing evolution, generating variant forms of progenitor nucleic acid sequences. The variant forms of progenitor nucleic acid sequences may confer an evolutionary advantage or disadvantage, or may be neutral relative to the progenitor form. In some instances, a variant form confers a lethal disadvantage and is not transmitted to subsequent generations of the organism. In other instances, a variant form confers an evolutionary advantage to the species and is eventually incorporated into the DNA of most members of the species and effectively becomes the progenitor form. In many instances, both progenitor and variant form(s) survive and co-exist in a species population. The differences in a DNA sequence that coexist in a population are referred to as a polymorphism. Examples of polymorphisms include restriction fragment length polymorphism (RFLP), short tandem repeat (STR), and single-nucleotide polymorphism (SNP). The position in a DNA sequence at which such a sequence difference is found is referred to as a polymorphic site.
A SNP is a polymorphism in which a single nucleotide varies in a DNA sequence. When a SNP occurs in a protein coding sequence within a gene, one of the polymorphic forms may give rise to a non-synonymous codon change causing expression of a variant protein that may have altered properties. When a SNP occurs in non-coding sequences of a gene, one of the polymorphic forms may also cause expression of a variant protein, for example, as a result of defective splicing of mRNA. However, many SNPs have no apparent phenotypic effects.
It is known that human SNPs occur at a frequency of about 1 per 1,000 base pair (bp). When such a SNP induces a phenotypic effect such as the presence or absence of a disease, polynucleotides containing an allele of the SNP can be used as primers or probes for diagnosis of the disease. Monoclonal antibodies specifically binding with an allele of the SNP can also be used in the diagnosis of a disease. Currently, research into the nucleotide sequences and functions of SNPs is being performed by many research institutes. The nucleotide sequences and other experimental results on identified SNPs have been put in databases to be easily accessible. Even though findings available to date show that specific SNPs exist in various genes or cDNAs of the human genome, the phenotypic effects of most human SNPs have not yet been discovered.
Currently, breast cancer is diagnosed by X-ray, ultrasonic diagnosis, or biochemical or molecular biological techniques. Among these techniques, molecular biological techniques cannot provide early diagnosis of breast cancer. Approximately 3 to 30 SNP sites associated with breast cancer have been identified in BRCA1 and BRCA2 genes by Myriad Genetics, Inc. SNP markers associated with breast cancer are individually used in currently available diagnostic methods for the detection of breast cancer. However, there are no reports of a relationship between breast cancer and multilocus markers, which are combinations of individual SNP markers, or a method of diagnosing breast cancer using the multilocus markers.
SUMMARY OF THE INVENTION
The present invention provides a method of diagnosing breast cancer in an individual aged younger than 41 or older than 54 using a breast cancer-specific polymorphic sequence.
The present invention also provides a breast cancer-specific polynucleotide for an individual aged younger than 41 or older than 54.
The present invention also provides a microarray and a diagnostic kit comprising a breast cancer-specific polynucleotide.



BRIEF DESCRIPTION OF THE DRAWING
The above and other features and advantages of the present invention will become more apparent by describing in detail exemplary embodiments thereof with reference to the attached drawing in which:
FIG. 1 is a graph illustrating an odds ratio with respect to a multilocus marker in each of young, middle, and old age groups.



DETAILED DESCRIPTION OF THE INVENTION
The terms “a” and “an” do not denote a limitation of quantity, but rather denote the presence of at least one of the referenced item. The term “or” means “and/or”. The terms “comprising”, “having”, “including”, and “containing” are to be construed as open-ended terms (i.e., meaning “including, but not limited to”).
Recitation of ranges of values are merely intended to serve as a shorthand method of referring individually to each separate value falling within the range, unless otherwise indicated herein, and each separate value is incorporated into the specification as if it were individually recited herein. The endpoints of all ranges are included within the range and independently combinable.
All methods described herein can be performed in a suitable order unless otherwise indicated herein or otherwise clearly contradicted by context. The use of any and all examples, or exemplary language (e.g., “such as”), is intended merely to better illustrate the invention and does not pose a limitation on the scope of the invention unless otherwise claimed. No language in the specification should be construed as indicating any non-claimed element as essential to the practice of the invention as used herein. Unless defined otherwise, technical and scientific terms used herein have the same meaning as is commonly understood by one of skill in the art to which this invention belongs.
The present invention provides a method of diagnosing breast cancer in an individual aged younger than 41, which includes isolating a nucleic acid from the individual and determining a nucleotide of a polymorphic site of the nucleic acid. Determining the nucleotide of the polymorphic site can comprise determining a genotype of a polymorphic site (position 101) of at least one polymorphic sequence selected from polymorphic sequences in Table 1 below.











TABLE 1





ID
rs
SEQ ID NO
A1
A2




















SMBC_003
rs1020445
2
G
A



 


SMBC_006
rs355510
4
G
A


 


SMBC_008
rs1477454
5
G
A


 


SMBC_009
rs422679
6
C
T


 


SMBC_013
rs916380
9
T
C


 


SMBC_014
rs6791
10
A
G


 


SMBC_018
rs729662
12
A
G


 


SMBC_020
rs1381067
13
T
C


 


SMBC_022
rs6668
14
T
C


 


SMBC_025
rs3824414
15
T
C


 


SMBC_031
rs198550
17
G
A


 


SMBC_034
rs476476
18
C
T


 


SMBC_035
rs10699
19
G
A


 


SMBC_037
rs736869
20
T
C


 


SMBC_042
rs2303114
21
T
C


 


SMBC_046
rs2347597
22
T
C


 


SMBC_048
rs5277
23
C
G


 


SMBC_054
rs2077647
24
C
T


 


SMBC_056
rs3218625
25
C
T


 


SMBC_060
rs2228480
26
G
A


 


SMBC_061
rs1372425
27
C
T


 


SMBC_062
rs841229
28
G
A


 


SMBC_064
rs355499
29
C
T


 


SMBC_068
rs1801132
30
C
G


 


SMBC_071
rs2518723
31
T
C


 


SMBC_072
rs12628
32
T
C


 


SMBC_076
rs2279901
33
A
G


 


SMBC_087
rs3731239
36
C
T









In Table 1, the column labeled ID presents the name of a polymorphic sequence comprising a SNP (also referred to herein as a SNP marker). Herein, the term “polymorphic sequence” refers to a nucleotide sequence containing a polymorphic site at which a SNP occurs. The term “polymorphic site” refers to a position of a polymorphic sequence at which a SNP occurs. The column labeled rs presents the SNP identification number of the SNP in the NCBI dbSNP database. The NCBI dbSNP database is publicly available and thus is easily accessible to those of ordinary skill in the art. In the present invention, the rs numbers are taken from NCBI dbSNP build 123. The column labeled SEQ ID NO. presents the sequence identification number for a 201 bp reference sequence for identification of the SNP in a nucleic acid and the columns labeled A1 and A2 present the two alleles occurring at the polymorphic site of the SNP, position 101 in each of these reference sequences. It should be understood that even though the reference sequence having a polymorphic site may contain changes at sites other than position 101, the polymorphic sequence is also within the scope of the present invention.
According to an embodiment of the method of the present invention, the determination of the nucleotide of the polymorphic site includes determining a genotype pattern of at least one multilocus marker selected from multilocus markers in Table 2 below. As used herein, the term “multilocus marker” refers to a genotype pattern that appears at a combination of multiple polymorphic sites that is associated with breast cancer.










TABLE 2







ID
GP









Y01
(013, 025, 034, 062) = (2−, 0, 2, 2)



Y02
(025, 034, 064, 076) = (0, 2, 2−, 0−)



Y03
(009, 022, 025, 060, 062) = (0−, 0−, 0, 0, 2)



Y04
(008, 034, 042, 056, 062) = (1, 2, 2, 0, 0−)



Y05
(008, 034, 042, 056, 068) = (1, 2, 2, 0, 0−)



Y06
(022, 025, 035, 060, 072) = (0−, 0, 2, 0, 0)



Y07
(006, 008, 018, 031, 048) = (1, 0−, 1, 2−, 0)



Y08
(006, 008, 037, 071, 076) = (2−, 0−, 2−, 2−, 2)



Y09
(006, 031, 034, 042, 060) = (2−, 0, 0−, 2, 0)



Y10
(020, 025, 034, 056, 087) = (0, 0, 2, 0, 2)



Y11
(003, 031, 061, 071, 076) = (2, 0, 1, 1, 2)



Y12
(006, 018, 031, 048, 061) = (2−, 1, 0, 0, 0−)



Y13
(006, 031, 048, 061, 076) = (2−, 0, 0, 1, 2)



Y14
(009, 014, 034, 054, 064) = (2, 2, 0−, 2−, 1)



Y15
(014, 018, 048, 064, 072) = (2, 0−, 0, 1, 0)



Y16
(034, 037, 046, 061, 072) = (0−, 0, 2, 2−, 0)










In Table 2, ID represents a multilocus marker name; and GP represents a genotype pattern of a multilocus marker, wherein each three-digit numbers in parentheses on the left side of an equal sign (=) represents “numbers” of SMBC_numbers used to identify the polymorphic sequences of Table 1, and each one-digit number in parentheses on the right side of an equal sign represents a genotype of a polymorphic site of a polymorphic sequence of Table 1 corresponding to each corresponding three-digit numbers in parentheses on the left side of the equal sign, with: 0 being A1A1, 1 being A1A2, 2 being A2A2, 0− being A1A2 or A2A2, and 2− being A1A1 or A1A2 where A1 and A2 represent nucleotide alleles at a polymorphic site of each polymorphic sequence of Table 1. As each SNP has two possible alleles, the genotype of a SNP may exist in the form of a homozygote (e.g., A1A1) or a heterozygote (A1A2) in an individual.
The present invention also provides a method of diagnosing breast cancer in an. individual aged older than 54, which includes isolating a nucleic acid from the individual and determining a nucleotide of a polymorphic site of the nucleic acid, the determination of the nucleotide of the polymorphic site including determining a genotype of a polymorphic site (position 101) of at least one polymorphic sequence selected from polymorphic sequences in Table 3 below.











TABLE 3





ID
rs
SEQ ID NO
A1
A2




















SMBC_001
rs1060442
1
G
A



 


SMBC_003
rs1020445
2
G
A


 


SMBC_005
rs1396953
3
C
T


 


SMBC_006
rs355510
4
G
A


 


SMBC_008
rs1477454
5
G
A


 


SMBC_009
rs422679
6
C
T


 


SMBC_010
rs903501
7
C
T


 


SMBC_011
rs892005
8
G
A


 


SMBC_013
rs916380
9
T
C


 


SMBC_014
rs6791
10
A
G


 


SMBC_016
rs1559472
11
A
G


 


SMBC_018
rs729662
12
A
G


 


SMBC_020
rs1381067
13
T
C


 


SMBC_022
rs6668
14
T
C


 


SMBC_025
rs3824414
15
T
C


 


SMBC_026
rs3802368
16
A
G


 


SMBC_031
rs198550
17
G
A


 


SMBC_034
rs476476
18
C
T


 


SMBC_035
rs10699
19
G
A


 


SMBC_042
rs2303114
21
T
C


 


SMBC_046
rs2347597
22
T
C


 


SMBC_048
rs5277
23
C
G


 


SMBC_054
rs2077647
24
C
T


 


SMBC_060
rs2228480
26
G
A


 


SMBC_061
rs1372425
27
C
T


 


SMBC_062
rs841229
28
G
A


 


SMBC_068
rs1801132
30
C
G


 


SMBC_071
rs2518723
31
T
C


 


SMBC_072
rs12628
32
T
C


 


SMBC_076
rs2279901
33
A
G


 


SMBC_083
rs2291752
34
C
T


 


SMBC_084
rs1614984
35
G
A


 


SMBC_087
rs3731239
36
C
T


 


SMBC_089
rs2585175
37
G
C









In Table 3, the columns labeled ID, rs, SEQ ID NO, A1, and A2 are as defined above for Table 1.
In an embodiment of the method of the present invention, the determination of the nucleotide of the polymorphic site includes determining a genotype pattern of at least one multilocus marker selected from multilocus markers in Table 4 below.










TABLE 4







ID
GP









O01
(014, 031, 046, 076, 089) = (2, 2−, 1, 2, 1)



O02
(006, 009, 025, 054, 061) = (0−, 2, 2−, 1, 0−)



O03
(006, 026, 054, 061, 084) = (0−, 2, 1, 0−, 1)



O04
(009, 042, 046, 083, 089) = (2, 0−, 1, 0, 2−)



O05
(009, 046, 054, 062, 084) = (2, 2−, 0−, 0−, 0−)



O06
(009, 046, 062, 084, 089) = (2, 2−, 0−, 0−, 2−)



O07
(011, 016, 020, 054, 061) = (1, 2−, 2−, 1, 0−)



O08
(011, 018, 048, 060, 072) = (1, 1, 0, 2−, 0)



O09
(011, 035, 042, 089) = (2, 2−, 2−, 2−)



O10
(006, 008, 018, 061, 084) = (0−, 2−, 0−, 0−, 0−)



O11
(008, 009, 011, 018, 089) = (0−, 2, 1, 2−, 2−)



O12
(010, 011, 018, 025, 054) = (2−, 2−, 2−, 1, 0−)



O13
(011, 035, 054, 061, 089) = (2, 2−, 0−, 2−, 2−)



O14
(013, 016, 061, 084, 087) = (0, 0−, 0−, 0−, 2)



O15
(013, 034, 046, 061, 084) = (0, 0−, 2−, 0−, 0−)



O16
(018, 022, 060, 061, 087) = (2−, 1, 2−, 0−, 0−)



O17
(005, 034, 083, 089) = (2, 1, 0, 1)



O18
(001, 003, 010, 011, 048) = (0, 2, 2−, 1, 0)



O19
(006, 034, 054, 068, 084) = (1, 0−, 0−, 2−, 1)



O20
(008, 009, 018, 061, 071) = (1, 2, 2−, 0−, 0−)



O21
(009, 011, 016, 072, 084) = (2−, 1, 2−, 0, 2−)



O22
(011, 013, 018, 020, 054) = (2−, 0−, 2−, 2−, 1)



O23
(013, 034, 054, 061, 084) = (0, 0−, 0−, 0−, 0−)



O24
(001, 006, 014, 061, 062) = (0, 2, 2, 0−, 0−)










In Table 4, ID represents a multilocus marker name; and GP represents a genotype pattern of a multilocus marker, wherein each three-digit numbers in parentheses on the left side of an equal sign (=) represents “numbers” of SMBC_numbers used to identify the polymorphic sequences of Table 3, and each one-digit number in parentheses on the right side of an equal sign represents a genotype of a polymorphic site of a polymorphic sequence of Table 3 corresponding to each corresponding three-digit numbers in parentheses on the left side of the equal sign, with: 0 being A1A1, 1 being A1A2, 2 being A2A2, 0− being A1A2 or A2A2, and 2− being A1A1 or A1A2 where A1 and A2 represent nucleotide alleles at a polymorphic site of each polymorphic sequence of Table 3.
In the method of the present invention, the individual may be selected from women belonging to any race. Preferably, the individual is a yellow race woman, and more preferably, a Korean woman.
In the method of the present invention, the nucleic acid, which is a chain of nucleotides, may be DNA, RNA, or a derivative thereof. Here, the term “DNA” includes, for example, biologically-derived DNA, synthetic or semisynthetic DNA, and cDNA derived from mRNA.
In the method of the present invention, the isolation of the nucleic acid from the individual can be carried out by any DNA isolation method known in the art. For example, the isolation of the nucleic acid can be achieved by directly purifying a target nucleic acid from a tissue or cell or by specifically amplifying a target nucleic acid by polymerase chain reaction (PCR) followed by purification. In addition to PCR, other methods include ligase chain reaction (LCR) (Wu and Wallace, Genomics 4, 560 (1989), Landegren et al., Science 241, 1077 (1988)), transcription amplification (Kwoh et al., Proc. Natl. Acad. Sci. USA 86, 1173 (1989)), self-sustained sequence replication (Guatelli et al., Proc. Natl. Acad. Sci. USA 87, 1874 (1990)), or nucleic acid sequence based amplification (NASBA).
The determination of the nucleotide of the polymorphic site of the nucleic acid can be carried out by any method known in the art. For example, a dideoxy method for direct nucleotide sequence determination or a hybridization method can be used. According to the hybridization method, a nucleic acid is allowed to hybridize with a probe having a polymorphic sequence, or its complement, and the degree of the hybridization is measured. For example, the measurement of the degree of the hybridization can be achieved by labeling target nucleic acids with a labeling material generating a detectable signal and specifically detecting hybridized target nucleic acids. Electrical signal detection may also be used.
In an embodiment of the method of the present invention, the determination of the nucleotide of the polymorphic site includes hybridizing the nucleic acid derived from the individual onto a microarray; and detecting the hybridization result. The microarray comprises probe polynucleotides comprising the nucleotides of one or more of the polymorphic sites of the SNP markers of Table 1 or 3, or the complement polynucleotides thereof, immobilized on a substrate.
A microarray is a substrate in which probes capable of specifically binding with target nucleic acids are immobilized onto specific regions of the substrate, and is widely used for rapid analysis of various biological samples. The length of the probes is not particularly limited, but may be 10 to 100 bp. A method of manufacturing a polynucleotide microarray is well known in the art. Any method of manufacturing a polynucleotide microarray known in the art may be used herein. Hybridization of nucleic acids on a microarray and detection of the hybridization result are also well known in the art. For example, the detection of the hybridization result can be performed by labeling a nucleic acid sample with a labeling material generating a detectable signal, such as a fluorescent material (e.g., Cy3 or Cy5), hybridizing the labeled nucleic acid sample onto a microarray, and detecting a signal generated from the labeling material.
As a result of the determination of the nucleotide of the polymorphic site, when the nucleic acid derived from the individual contains at least one risk allele, it may be determined that the individual has a higher likelihood of being diagnosed as a breast cancer patient or as at risk of developing breast cancer. In an embodiment of the method of the present invention, when the nucleic acid derived from the individual satisfies the genotype pattern of at least one of the multilocus markers of Table 2 or 4, it is determined that the individual has a higher likelihood of being diagnosed as a breast cancer patient or as at risk of developing breast cancer.
The present invention also provides a polynucleotide having the whole or a part of a polymorphic sequence selected from the group consisting of polymorphic sequences of Table 1 or Table 3 and wherein the part of the polymorphic sequence comprises a nucleotide at a polymorphic site (position 101) of the selected polymorphic sequence, or the complement of such a polynucleotide. The length of the polynucleotide is not particularly limited, but may be 10 to 201 bp, preferably 10 to 100 bp.
The polynucleotide of the present invention is specifically associated with breast cancer in a woman aged younger than 41 or older than 54. Thus, the polynucleotide can be effectively used in the diagnosis or treatment of breast cancer.
Herein, “a set of multilocus marker polynucleotides” means a set of polynucleotides including a polynucleotide for each of at least two of the respective SNP markers of a multilocus marker selected from the multilocus markers of Table 2, which are specifically associated with breast cancer in an individual aged younger than 41, or the multilocus markers of Table 4, which are specifically associated with breast cancer in an individual aged older than 54.
The polynucleotide can be used as a primer or a probe, but the present invention is not limited thereto. When using the polynucleotide as a probe, the polynucleotide may be in a solution or immobilized onto a solid substrate. For the latter, the polynucleotide may be used in the form of a microarray in which a polynucleotide array is deposited onto predetermined small regions.
The present invention also provides a microarray in which a polynucleotide having the whole or a part of a polymorphic sequence selected from the group consisting of the polymorphic sequences of Table 1 or Table 3 and wherein the part of the polymorphic sequence comprises a nucleotide of a polymorphic site (position 101) of the selected polymorphic sequence, or the complement of such a polynucleotide, is immobilized on a solid substrate. The microarray may include a set of multilocus marker polynucleotides for at least one multilocus marker of Table 2 or Table 4. The length of the polynucleotide is not particularly limited, but may be 10 to 201 bp, preferably 10 to 100 bp.
A microarray is well known in the art, and thus, the microarray of the present invention can be easily manufactured by those of ordinary skill in the art.
The present invention also provides a diagnostic kit for the detection of breast cancer, which includes a polynucleotide having the whole or a part of a polymorphic sequence selected from the group consisting of the polymorphic sequences of Table 1 or Table 3 and wherein the part of the polymorphic sequence comprises a nucleotide of a polymorphic site (position 101) of the polymorphic sequence, or the complement of such a polynucleotide, and a manufacturer's specification. The diagnostic kit may include a set of multilocus marker polynucleotides for at least one multilocus marker of Table 2 or Table 4. The length of the polynucleotide is not particularly limited, but may be 10 to 201 bp, preferably 10 to 100 bp.
In the diagnostic kit of the present invention, the polynucleotide contained in the diagnostic kit is as described above. The manufacturer's specification must state a method, materials, etc. to an extent that can be understood by those of ordinary skill in the art. For example, the diagnostic kit can be used in identifying a predetermined allele at a polymorphic site by hybridizing a nucleic acid sample derived from an individual onto the polynucleotide of the present invention used as a probe and measuring the degree of hybridization using a signal generated from the resultant hybrids. Based on the identification of predetermined allele or genotype, it can be determined if the individual has a likelihood of being diagnosed as at risk of developing breast cancer or as a breast cancer patient.
In the present invention, the polymorphic sequences (SNP markers) of Tables 1 and 3 and combinations of two or more of the polymorphic sequences are associated with breast cancer. The multilocus markers of Tables 2 and 4 are particularly associated with breast cancer. This was confirmed by DNA nucleotide sequence analysis of blood samples from breast cancer patients and normal persons. It is known that the incidence of breast cancer in women varies before and after menopause. Thus, the analyses of the genotype patterns of the multilocus markers were conducted in three age groups of the subjects which were classified based on the age of menopause. It is known that Korean women experience menopause at an average age of 47.6 and have menstrual transition for about 4 years. In this regard, the three age groups were as follows: young age group of 40 years or less, middle age group of 41-54 years, old age group of 55 years or more. The number of persons in each age group is presented in Table 5 below.












TABLE 5







Group
Case
Normal
Total





















Young
87
90
177



Middle
117
120
237



Old
96
90
186










Occurrence frequency, odds ratio, and the 95% confidence interval (Cl) of the odds ratio for each multilocus marker in the case group and the normal group are presented in Tables 6 and 7 below.
Table 6 shows the results for the young age group of 40 years or less. As shown in Table 6, the genotype patterns of the multilocus markers Y01 through Y16 specifically appeared in the case group, and the odds ratios of the multilocus markers Y01 through Y16 were more than 38. These results reveal that the multilocus markers Y01 through Y16 are positively associated with breast cancer.












TABLE 6





ID
GP
#Case
#Control
OR
95% CI







Y01
(013, 025, 034, 062) = (2−, 0, 2, 2)
20
0
54.97
(3.27, 925.06)


Y02
(025, 034, 064, 076) = (0, 2, 2−, 0−)
19
0
51.53
(3.06, 868.43)


Y03
(009, 022, 025, 060, 062) = (0−, 0−, 0, 0, 2)
19
0
51.53
(3.06, 868.43)


Y04
(008, 034, 042, 056, 062) = (1, 2, 2, 0, 0−)
17
0
44.93
(2.66, 760.06)


Y05
(008, 034, 042, 056, 068) = (1, 2, 2, 0, 0−)
17
0
44.93
(2.66, 760.06)


Y06
(022, 025, 035, 060, 072) = (0−, 0, 2, 0, 0)
17
0
44.93
(2.66, 760.06)


Y07
(006, 008, 018, 031, 048) = (1, 0−, 1, 2−, 0)
16
0
41.77
(2.46, 708.17)


Y08
(006, 008, 037, 071, 076) = (2−, 0−, 2−, 2−, 2)
16
0
41.77
(2.46, 708.17)


Y09
(006, 031, 034, 042, 060) = (2−, 0, 0−, 2, 0)
16
0
41.77
(2.46, 708.17)


Y10
(020, 025, 034, 056, 087) = (0, 0, 2, 0, 2)
16
0
41.77
(2.46, 708.17)


Y11
(003, 031, 061, 071, 076) = (2, 0, 1, 1, 2)
15
0
38.70
(2.28, 657.74)


Y12
(006, 018, 031, 048, 061) = (2−, 1, 0, 0, 0−)
15
0
38.70
(2.28, 657.74)


Y13
(006, 031, 048, 061, 076) = (2−, 0, 0, 1, 2)
15
0
38.70
(2.28, 657.74)


Y14
(009, 014, 034, 054, 064) = (2, 2, 0−, 2−, 1)
15
0
38.70
(2.28, 657.74)


Y15
(014, 018, 048, 064, 072) = (2, 0−, 0, 1, 0)
15
0
38.70
(2.28, 657.74)


Y16
(034, 037, 046, 061, 072) = (0−, 0, 2, 2−, 0)
15
0
38.70
(2.28, 657.74)









In Table 6, ID and GP are as defined above in Table 2. #case and #control represent the occurrence frequency of each multilocus marker in the case group and the normal group, respectively. OR represents the odds ratio and 95% Cl represents the 95% confidence interval for the odds ratio. 73 of the 87 cases satisfied the genotype pattern of at least one of the multilocus markers Y01 through Y16 (73/87=84%).
Table 7 shows the results for the old age group of 55 years or more. As shown in Table 7, the genotype patterns of the multilocus markers O01 through O24 specifically appeared in the case group, and the odds ratios of the multilocus markers O01 through O24 were more than 26. These results reveal that the multilocus markers O01 through O24 are positively associated with breast cancer.












TABLE 7





ID
GP
#Case
#Control
OR
95% CI




















O01
(014, 031, 046, 076, 089) = (2, 2−, 1, 2, 1)
18
0
42.66
(2.53, 719.39)


O02
(006, 009, 025, 054, 061) = (0−, 2, 2−, 1, 0−)
17
0
39.84
(2.36, 673.28)


O03
(006, 026, 054, 061, 084) = (0−, 2, 1, 0−, 1)
17
0
39.84
(2.36, 673.28)


O04
(009, 042, 046, 083, 089) = (2, 0−, 1, 0, 2−)
17
0
39.84
(2.36, 673.28)


O05
(009, 046, 054, 062, 084) = (2, 2−, 0−, 0−, 0−)
17
0
39.84
(2.36, 673.28)


O06
(009, 046, 062, 084, 089) = (2, 2−, 0−, 0−, 2−)
17
0
39.84
(2.36, 673.28)


O07
(011, 016, 020, 054, 061) = (1, 2−, 2−, 1, 0−)
17
0
39.84
(2.36, 673.28)


O08
(011, 018, 048, 060, 072) = (1, 1, 0, 2−, 0)
17
0
39.84
(2.36, 673.28)


O09
(011, 035, 042, 089) = (2, 2−, 2−, 2−)
16
0
37.1
(2.19, 628.33)


O10
(006, 008, 018, 061, 084) = (0−, 2−, 0−, 0−, 0−)
16
0
37.1
(2.19, 628.33)


O11
(008, 009, 011, 018, 089) = (0−, 2, 1, 2−, 2−)
16
0
37.1
(2.19, 628.33)


O12
(010, 011, 018, 025, 054) = (2−, 2−, 2−, 1, 0−)
16
0
37.1
(2.19, 628.33)


O13
(011, 035, 054, 061, 089) = (2, 2−, 0−, 2−, 2−)
16
0
37.1
(2.19, 628.33)


O14
(013, 016, 061, 084, 087) = (0, 0−, 0−, 0−, 2)
16
0
37.1
(2.19, 628.33)


O15
(013, 034, 046, 061, 084) = (0, 0−, 2−, 0−, 0−)
16
0
37.1
(2.19, 628.33)


O16
(018, 022, 060, 061, 087) = (2−, 1, 2−, 0−, 0−)
16
0
37.1
(2.19, 628.33)


O17
(005, 034, 083, 089) = (2, 1, 0, 1)
15
0
34.42
(2.03, 584.5)


O18
(001, 003, 010, 011, 048) = (0, 2, 2−, 1, 0)
15
0
34.42
(2.03, 584.5)


O19
(006, 034, 054, 068, 084) = (1, 0−, 0−, 2−, 1)
15
0
34.42
(2.03, 584.5)


O20
(008, 009, 018, 061, 071) = (1, 2, 2−, 0−, 0−)
15
0
34.42
(2.03, 584.5)


O21
(009, 011, 016, 072, 084) = (2−, 1, 2−, 0, 2−)
15
0
34.42
(2.03, 584.5)


O22
(011, 013, 018, 020, 054) = (2−, 0−, 2−, 2−, 1)
15
0
34.42
(2.03, 584.5)


O23
(013, 034, 054, 061, 084) = (0, 0−, 0−, 0−, 0−)
24
1
29.67
(3.92, 224.61)


O24
(001, 006, 014, 061, 062) = (0, 2, 2, 0−, 0−)
22
1
26.46
(3.48, 200.98)









In Table 7, ID, GP, OR, and 95% Cl are as defined above for Table 6. 91 of the 96 casas satisfied the genotype pattern of at least one of the multilocus markers O01-O24 (91/96=94%).
The number of persons in each of the three age groups satisfying the genotype patterns of each of the multilocus markers Y01-Y16 and O01-O24 is presented in Table 8 below.











TABLE 8









Young
Middle
Old
















ID
#Case
#Control
OR
#Case
#Control
OR
#Case
#Control
OR



















Y01
20
0
53.73
9
14
0.63
9
10
0.83


Y02
19
0
50.29
15
10
1.62
15
14
1.01


Y03
19
0
50.29
8
14
0.56
8
12
0.59


Y04
17
0
43.71
21
19
1.16
9
12
0.67


Y05
17
0
43.71
12
14
0.87
6
12
0.43


Y06
17
0
43.71
7
18
0.36
4
15
0.22


Y07
16
0
40.56
11
15
0.73
13
10
1.25


Y08
16
0
40.56
7
10
0.70
11
12
0.84


Y09
16
0
40.56
11
8
1.45
9
12
0.67


Y10
16
0
40.56
8
6
1.39
6
7
0.79


Y11
15
0
37.50
7
8
0.89
9
9
0.93


Y12
15
0
37.50
9
12
0.75
9
10
0.83


Y13
15
0
37.50
8
9
0.91
8
10
0.73


Y14
15
0
37.50
11
2
6.12
8
7
1.08


Y15
15
0
37.50
11
12
0.93
8
11
0.65


Y16
15
0
37.50
5
9
0.55
6
9
0.60


O01
7
5
1.49
10
9
1.15
18
0
41.54


O02
8
4
2.18
12
9
1.41
17
0
38.73


O03
8
8
1.04
13
13
1.03
17
0
38.73


O04
6
8
0.76
7
5
1.46
17
0
38.73


O05
10
13
0.77
6
7
0.87
17
0
38.73


O06
10
13
0.77
8
5
1.69
17
0
38.73


O07
4
3
1.40
9
6
1.58
17
0
38.73


O08
11
7
1.72
10
12
0.84
17
0
38.73


O09
0
2
0.00
7
8
0.89
16
0
36.00


O10
16
15
1.13
17
16
1.11
16
0
36.00


O11
8
10
0.81
12
6
2.17
16
0
36.00


O12
4
10
0.39
13
15
0.88
16
0
36.00


O13
5
5
1.04
9
9
1.03
16
0
36.00


O14
11
6
2.03
9
8
1.17
16
0
36.00


O15
4
5
0.82
11
6
1.97
16
0
36.00


O16
7
5
1.49
7
7
1.03
16
0
36.00


O17
8
11
0.73
12
9
1.41
15
0
33.33


O18
9
8
1.18
19
9
2.39
15
0
33.33


O19
5
4
1.31
10
5
2.15
15
0
33.33


O20
2
6
0.33
11
6
1.97
15
0
33.33


O21
6
7
0.88
17
15
1.19
15
0
33.33


O22
5
7
0.72
10
5
2.15
15
0
33.33


O23
12
6
2.24
12
7
1.84
24
1
29.67


O24
16
10
1.80
12
18
0.65
22
1
26.46









In Table 8, Young, Middle, and Old represent samples derived from the young age group of 40 years or less, the middle age group of 41-54 years, and the old age group of 55 years or more, respectively, OR represents the odds ratio, #case and #control represcent the number of persons satisfying the genotype pattern of each multilocus marker in the case group and the normal group, respectively. FIG. 1 is a graph illustrating an odds ratio with respect to a multilocus marker in each of the young, middle, and old age groups. FIG. 1 shows that the multilocus markers Y01-Y16 are specific markers associated with breast cancer in an age group of 40 years or less, and the multilocus markers O01-O24 are specific markers associated with breast cancer in an age group of 55 years or more.
The chi-square values and odds ratios for the individual SNP markers belonging to the multilocus markers Y01-Y16 in the young age group of 40 years or less are presented in Table 9 below.












TABLE 9





ID
Delta
Chi-exact_pValue
OR
CI
con_HWE




















SMBC_003
0.01
0.747
0.69
(0.191, 2.492)
HWE


SMBC_006
0.04
0.542
1.28
(0.754, 2.163)
HWE


SMBC_008
0.08
0.143
0.74
(0.482, 1.121)
HWE


SMBC_009
0.03
0.837
0.89
(0.578, 1.382)
HWE


SMBC_013
0.07
0.361
1.34
(0.856, 2.108)
HWE


SMBC_014
0
0.767
0.97
(0.52, 1.802)
HWE


SMBC_018
0.08
0.305
0.73
(0.472, 1.116)
HWE


SMBC_020
0.06
0.398
0.73
(0.449, 1.196)
HWE


SMBC_022
0.03
0.288
1.6
(0.704, 3.637)
HWE


SMBC_025
0.13
0.046
1.73
(1.113, 2.696)
HWE


SMBC_031
0.04
0.257
1.83
(0.811, 4.119)
HWE


SMBC_034
0.06
0.349
0.71
(0.425, 1.171)
HWE


SMBC_035
0
0.980
0.95
(0.447, 2.008)
HWE


SMBC_037
0.03
0.514
0.87
(0.561, 1.342)
HWE


SMBC_042
0.07
0.192
0.71
(0.441, 1.144)
HWE


SMBC_046
0.03
0.773
0.86
(0.538, 1.367)
HWE


SMBC_048
0.01
0.805
1.22
(0.47, 3.169)
HWE


SMBC_054
0
0.988
1.02
(0.649, 1.59)
HWE


SMBC_056
0.02
0.212
4.77
(0.551, 41.25)
HWE


SMBC_060
0.05
0.178
1.38
(0.806, 2.372)
HWE


SMBC_061
0.04
0.237
1.19
(0.77, 1.836)
HWE


SMBC_062
0.03
0.523
0.86
(0.547, 1.351)
HWE


SMBC_064
0.09
0.180
1.44
(0.929, 2.219)
HWE


SMBC_068
0.02
0.884
0.93
(0.608, 1.412)
HWE


SMBC_071
0.08
0.365
0.73
(0.477, 1.127)
HWE


SMBC_072
0.07
0.273
1.54
(0.897, 2.647)
HWE


SMBC_076
0.03
0.625
0.86
(0.51, 1.438)
HWE


SMBC_087
0.01
0.665
0.88
(0.46, 1.667)
HWE









Table 9 shows that each SNP marker is associated with breast cancer. In Table 9, ID represents a SNP marker name, Delta represents the absolute value of the difference between the allele frequency of the case group and the allele frequency of the normal group. Here, the allele A2 frequency of the normal group is (genotype A2A2 frequency×2+genotype A1A2 frequency)/(the number of samples×2) in the normal group. Chi_exact_pValue represents the p-value determined using Fisher's exact test of chi-square test. When the number of genotypes is less than 5, results of the chi-square test may be inaccurate. Therefore, determination of the statistical significance (p-value) by the more accurate Fisher's exact test is desirable. In the present invention, when the p-value≦0.05, it is considered that the genotype of the case group is different from that of the normal group, i.e., there is a significant difference between the case group and the normal group. In Tables 6-9, the OR (odds ratio) represents the ratio of the probability of the risk allele in the case group to the probability of the risk allele in the normal group. In the present invention, the Mantel-Haenszel odds ratio method was used. Cl represents 95% confidence interval for the odds ratio and is represented by (lower bound of the confidence interval, upper bound of the confidence interval). When 1 falls under the confidence interval, it is considered that there is insignificant association of risk allele with disease. HWE represents Hardy-Weinberg Equilibrium. According to Mendel's Law of inheritance and Hardy-Weinberg Law, the genetic makeup of alleles constituting a population is maintained at a constant frequency. When the genetic makeup is statistically significant, it can be considered to be biologically meaningful. Here, con_HWE represents the degree of deviation from the Hardy-Weinberg Equilibrium in the normal group. Based on a chi_value=6.63 (p-value=0.01, df=1) in a chi-square (df=1) test, a value larger than 6.63 was regarded as Hardy-Weinberg Disequilibrium (HWD) and a value smaller than 6.63 was regarded as Hardy-Weinberg Equilibrium (HWE).
The chi-square values and odds ratios for the individual SNP markers belonging to the multilocus markers O01-O24 in the old age group of 55 years or more are presented in Table 10 below.












TABLE 10





ID
Delta
Chi_exact_pValue
OR
CI
con_HWE




















SMBC_001
0.07
0.171
1.41
(0.898, 2.229)
HWE


SMBC_003
0.03
0.311
1.8
(0.652, 4.98)
HWE


SMBC_005
0.01
0.676
0.63
(0.104, 3.801)
HWE


SMBC_006
0.01
0.656
0.93
(0.571, 1.524)
HWE


SMBC_008
0.06
0.485
0.77
(0.514, 1.166)
HWE


SMBC_009
0.03
0.271
0.87
(0.566, 1.338)
HWE


SMBC_010
0.02
0.902
0.91
(0.599, 1.376)
HWE


SMBC_011
0.05
0.032
1.25
(0.789, 1.975)
HWE


SMBC_013
0
0.274
1.01
(0.646, 1.572)
HWE


SMBC_014
0.01
0.613
1.05
(0.57, 1.921)
HWE


SMBC_016
0.07
0.162
1.33
(0.878, 2.008)
HWE


SMBC_018
0.03
0.366
1.15
(0.742, 1.779)
HWE


SMBC_020
0.01
0.743
0.95
(0.603, 1.507)
HWE


SMBC_022
0.03
0.233
1.59
(0.729, 3.465)
HWE


SMBC_025
0.04
0.178
1.18
(0.772, 1.819)
HWE


SMBC_026
0.01
0.836
0.88
(0.402, 1.93)
HWE


SMBC_031
0.06
0.118
0.42
(0.178, 0.982)
HWE


SMBC_034
0.01
0.973
1.05
(0.646, 1.717)
HWE


SMBC_035
0.09
0.036
2.04
(1.119, 3.712)
HWE


SMBC_042
0.07
0.308
1.41
(0.893, 2.241)
HWE


SMBC_046
0.04
0.141
1.18
(0.758, 1.834)
HWE


SMBC_048
0.05
0.025
4.06
(1.114, 14.81)
HWE


SMBC_054
0.07
0.047
0.75
(0.49, 1.151)
HWE


SMBC_060
0.02
0.901
0.89
(0.532, 1.487)
HWE


SMBC_061
0.1
0.163
0.68
(0.45, 1.026)
HWE


SMBC_062
0.01
0.920
1.02
(0.659, 1.586)
HWE


SMBC_068
0.01
0.883
1.03
(0.687, 1.558)
HWE


SMBC_071
0.1
0.191
0.67
(0.442, 1.014)
HWE


SMBC_072
0.04
0.148
1.32
(0.771, 2.247)
HWE


SMBC_076
0.01
0.790
1.04
(0.62, 1.729)
HWE


SMBC_083
0.03
0.578
1.18
(0.724, 1.913)
HWE


SMBC_084
0.01
0.338
0.96
(0.621, 1.47)
HWE


SMBC_087
0.02
0.800
0.89
(0.517, 1.53)
HWE


SMBC_089
0.06
0.161
1.27
(0.835, 1.938)
HWE









Table 10 shows that each SNP marker is associated with breast cancer. Column labels are as defined for Table 9.
Information about the individual SNP markers belonging to the multilocus markers Y01-Y16 and O01-O24 of the present invention are summarized in Table 11 below.













TABLE 11





rs
ID
Band
Gene
fxn class
aa_residue
aa_position







rs1060442
SMBC_001
19p13.3
THRAP5
coding-synon
F
277


rs1020445
SMBC_003
2p21
PRKCE
Intron
null


rs1396953
SMBC_005
2q34
LANCL1
Intron
null


rs355510
SMBC_006
4q13.2
CENPC1
coding-synon
S
232


rs1477454
SMBC_008
2q32.1
LOC389066
Intron
null


rs422679
SMBC_009
17p13.1
RPL26
Intron
null


rs903501
SMBC_010
17q12
CAB2
Intron
null


rs892005
SMBC_011
5q33.1
G3BP
Intron
null


rs916380
SMBC_013
1p36.22

Intergenic
n/a
n/a


rs6791
SMBC_014
19p13.2
STXBP2
coding-nonsynon
V→I
526


rs1559472
SMBC_016
2p23.3
ITSN2
Intron
null


rs729662
SMBC_018
11p15.4
CARS
Coding-synon
P
623


rs1381067
SMBC_020
3q13.31
LSAMP
Intron
null


rs6668
SMBC_022
7p15.2

Intergenic
n/a
n/a


rs3824414
SMBC_025
9q33.3
SLC2A8
Intron
null


rs3802368
SMBC_026
9q33.3
SLC2A8
Intron
null


rs198550
SMBC_031
17q21.33
CACNA1G
Intron
null


rs476476
SMBC_034
18p11.32
KIAA0650
Intron
null


rs10699
SMBC_035
5q12.3
ARFD1
mrna-utr, intron
null


rs736869
SMBC_037
2p25.3
D2S448
Intron
null


rs2303114
SMBC_042
19p13.2

Intergenic
n/a
n/a


rs2347597
SMBC_046
5q33.1
G3BP
Intron
null


rs5277
SMBC_048
1q31.1
PTGS2
coding-synon
V
102


rs2077647
SMBC_054
6q25.1
ESR1
coding-synon
S
 10


rs3218625
SMBC_056
1q31.1
PTGS2
coding-nonsynon
R
587


rs2228480
SMBC_060
6q25.2
ESR1
coding-synon
T
594


rs1372425
SMBC_061
3p12.3
ROBO2
Intron
null


rs841229
SMBC_062
16p13.3
MGRN1
Intron
null


rs355499
SMBC_064
4q13.2
CENPC1
Intron
null


rs1801132
SMBC_068
6q25.1
ESR1
coding-synon
P
325


rs2518723
SMBC_071
9p21.3
CDKN2A
locus-region
null


rs12628
SMBC_072
11p15.5
HRAS
coding-synon
H
 27


rs2279901
SMBC_076
11p15.1
TSG101
coding-synon
D
236


rs2291752
SMBC_083
11p15.1
TSG101
locus-region
null


rs1614984
SMBC_084
17p13.1
TP53
locus-region
null


rs3731239
SMBC_087
9p21.3
CDKN2A
intron, mrna-utr
null


rs2585175
SMBC_089
8q24.3
HSJ001348
locus-region
null









In Table 11, “Band” indicates the chromosome number of the SNP, where “p” is the short arm of the chromosome from the centromere, “q” is the long arm from the centromere, and the numbers are the band numbers. For example, when the number of SNP positioned in ID: SMBC—001 is 19p13.3, the SNP is located in the short arm (p) of the 19th chromosome and in the band 13.3 region. “Gene” refers to a gene including the SNP. “fxn_class” indicates a role performed by the SNP within the gene. “aa_residue” indicates the amino acid of the SNP. “aa_position” indicates the position of the amino acid in the protein produced from the gene.
EXAMPLES
Considering the report that Korean women experience menopause at an average age of 47.6 and have menstrual transition for about 4 years, subjects were classified into three age groups: young age group of 40 years or less, middle age group of 41-54 years, old age group of 55 years or more. DNA samples were extracted from blood streams of the subjects, and occurrence frequencies of SNPs were analyzed. The number of persons belonging to each age group is presented in the above Table 5.
A case group consisted of persons that had been identified as breast cancer patients and had been under treatment and a normal group consisted of persons free from symptoms of breast cancer and of the same age as the case group. SNPs used in the Examples were selected from a public database (NCBI dbSNP:http://www.ncbi.nlm.nih.gov/SNP/) (see Tables 1 and 3). Primers hybridizing with sequences around the selected SNPs were used to assay the nucleotide sequences of SNPs in the DNA samples.
1. Preparation of DNA Samples
DNA samples were extracted from blood samples of breast cancer patients and normal persons. The DNA extraction was performed according to a known extraction method (Molecular cloning: A Laboratory Manual, p 392, Sambrook, Fritsch and Maniatis, 2nd edition, Cold Spring Harbor Press, 1989) and the instructions of a commercial kit manufactured by Gentra system. Among extracted DNA samples, only DNA samples having a purity (A260/A280 nm) of at least 1.7 were used.
2. Amplification of Target DNAs
Target DNAs, which were predetermined DNA regions containing the SNPs to be analyzed, were amplified by PCR. The PCR was performed by a common method at the following conditions. First, 2.5 ng/ml of target genomic DNA was prepared. Then, the following PCR mixture was prepared.
















Water (HPLC grade)
2.24 μL



10x buffer (15 mM MgCl2, 25 mM MgCl2)
 0.5 μL



dNTP Mix (GIBCO) (25 mM for each)
0.04 μL



Taq pol (HotStar) (5 U/μL)
0.02 μL



Forward/reverse primer Mix (1 μM for each)
0.02 μL



DNA
1.00 μL



Total volume
5.00 μL










Here, the forward and reverse primers were designed based on the known upstream and downstream sequences of the SNPs in the database. The sequence identification numbers of the forward and reverse amplification primers are listed in Table 12 below.
The thermal cycles of PCR were as follows: incubation at 95□ for 15 minutes; 45 cycles at 95° C. for 30 seconds, at 56° C. for 30 seconds, and at 72° C. for 1 minute; and incubation at 72° C. for 3 minutes and storage at 4° C.
3. Analysis of SNPs in Amplified Target DNA Fragments
Analysis of a SNP in the amplified target DNA fragments was performed using a homogeneous MassExtension (hME) technique available from Sequenom. The principle of the MassExtension technique was as follows. First, a primer (also called an “extension primer”) ending immediately before the SNP within the target DNA fragments was designed. Then, the primer was hybridized with the target DNA fragments and DNA polymerization was performed. At this time, the polymerization solution contained a reagent (e.g., ddTTP) terminating the polymerization immediately after the incorporation of a nucleotide complementary to a first allelic nucleotide (e.g., A allele). In this regard, if the first allele (e.g., A allele) exists in the target DNA fragments, products in which only a nucleotide (e.g., T nucleotide) complementary to the first allele is extended from the primers will be obtained. On the other hand, if a second allele (e.g., G allele) exists in the target DNA fragments, a nucleotide (e.g., C nucleotide) complementary to the second allele is added to the 3′-ends of the primers and then the primers are extended until a nucleotide complementary to the closest first allele nucleotide (e.g., A nucleotide) is added. The lengths of products extended from the primers were determined by mass spectrometry, thereby permitting identification of the alleles present in the target DNA fragments. Illustrative experimental conditions were as follows.
First, unreacted dNTPs were removed from the PCR products. For this, 1.53 μL of deionized water, 0.17 μL of hME buffer, and 0.30 μL of shrimp alkaline phosphatase (SAP) were added and mixed in 1.5 ml tubes to prepare SAP enzyme solutions. The tubes were centrifuged at 5,000 rpm for 10 seconds. Thereafter, the PCR products were added to the SAP solution tubes, sealed, incubated at 37° C. for 20 minutes and then 85° C. for 5 minutes, and stored at 4° C.
Next, homogeneous extension was performed using the amplified target DNA fragments as templates. The composition of the reaction solutions for the extension were as follows.
















Water (deionized water)
1.728 μL



hME extension mix (10x buffer
0.200 μL



containing 2.25 mM d/ddNTPs)



Extension primers (100 μM for each)
0.054 μL



Thermosequenase (32 U/μL)
0.018 μL



Total volume
2.00 μL 










The reaction solutions were thoroughly stirred and subjected to spin-down centrifugation. Tubes or plates containing the resultant solutions were compactly sealed and incubated at 94° C. for 2 minutes, followed by 40 thermal cycles at 94° C. for 5 seconds, at 52° C. for 5 seconds, and at 72° C. for 5 seconds, and storage at 4° C. The homogeneous extension products thus obtained were purified with a resin (SpectroCLEAN from Sequenom).
Nucleotides of polymorphic sites in the extension products were assayed using mass spectrometry, MALDI-TOF (Matrix Assisted Laser Desorption and Ionization-Time of Flight). The MALDI-TOF is operated according to the following principle. When an analyte is exposed to a laser beam, it flies toward a detector positioned at the opposite side in a vacuum state, together with an ionized matrix. At this time, the time taken for the analyte to reach the detector is calculated. A material with a smaller mass reaches the detector more rapidly. The nucleotides of SNPs in the target DNA fragments are determined based on a difference in mass between the DNA fragments and known SNP sequences. The sequence identification numbers of the extension primers used in this study for the extension of target DNAs are also listed in Table 12 below.











TABLE 12









Amplification primer (SEQ ID NO)
Extension primer











Marker name
Forward primer
Reverse primer
(SEQ ID NO)














SMBC_001
38
39
40



 


SMBC_003
41
42
43


 


SMBC_005
44
45
46


 


SMBC_006
47
48
49


 


SMBC_008
50
51
52


 


SMBC_009
53
54
55


 


SMBC_010
56
57
58


 


SMBC_011
59
60
61


 


SMBC_013
62
63
64


 


SMBC_014
65
66
67


 


SMBC_016
68
69
70


 


SMBC_018
71
72
73


 


SMBC_020
74
75
76


 


SMBC_022
77
78
79


 


SMBC_025
80
81
82


 


SMBC_026
83
84
85


 


SMBC_031
86
87
88


 


SMBC_034
89
90
91


 


SMBC_035
92
93
94


 


SMBC_037
95
96
97


 


SMBC_042
98
99
100


 


SMBC_046
101
102
103


 


SMBC_048
104
105
106


 


SMBC_054
107
108
109


 


SMBC_056
110
111
112


 


SMBC_060
113
114
115


 


SMBC_061
116
117
118


 


SMBC_062
119
120
121


 


SMBC_064
122
123
124


 


SMBC_068
125
126
127


 


SMBC_071
128
129
130


 


SMBC_072
131
132
133


 


SMBC_076
134
135
136


 


SMBC_083
137
138
139


 


SMBC_084
140
141
142


 


SMBC_087
143
144
145


 


SMBC_089
146
147
148









The results for the determination of polymorphic sequences of the target DNAs using the MALDI-TOF are presented in the above Tables 6-11.
SNP markers and multilocus markers associated with breast cancer according to the present invention can be used in determining if an individual has a higher or lower likelihood of being diagnosed as a breast cancer patient or as at risk of developing breast cancer. Furthermore, individuals can be classified into several subgroups according to the absence or presence of at least one of the SNP markers, and the SNP markers and the multilocus markers are suitable for assaying sensitivities to breast cancer therapeutic or preventive drugs according to the subgroups. In addition, the SNP markers and multilocus markers can be used in the prediction or verification of the prognosis of breast cancer, development of breast cancer preventive or therapeutic drugs, etc.
According to the method of the present invention, the presence of or a risk of breast cancer can be effectively detected in an individual aged younger than 41 or older than 54.
The polynucleotide, microarray and diagnostic kit of the present invention can be effectively used in the detection of the presence of or a risk of breast cancer in an individual aged younger than 41 or older than 54.
Any combination of the above-described elements in all possible variations thereof is encompassed by the invention unless otherwise indicated herein or otherwise clearly contradicted by context.

## Claims

1. A method of determining an increased risk of having or developing breast cancer in a human female aged younger than 41, which comprises
a) obtaining a nucleic acid sample from the human female aged younger than 41;
b) determining the nucleotide present at position 101 of SEQ ID NO: 9 (SMBC—013); the nucleotide present at position 101 of SEQ ID NO: 15 (SMBC—025); the nucleotide present at position 101 of SEQ ID NO: 18 (SMBC—034); and the nucleotide present at position 101 of SEQ ID NO: 28 (SMBC—062); and
c) determining that the female has an increased risk of having breast cancer or developing breast cancer when a TT or TO is determined at SMBC—013; TT is determined at SMBC—25; TT is determined at SMBC—034; and AA is determined at SMBC—062 compared to when a different genotype pattern is determined to be present.

2. The method of claim 1, wherein determining the nucleotides present comprises hybridizing the nucleic acid from the human female aged younger than 41 to a microarray, wherein the microarray comprises a probe polynucleotide for determining the nucleotide present at position 101 of SEQ ID NO: 15 (SMBC—025); the nucleotide at position 101 of SEQ ID NO: 18 (SMBC—034); and the nucleotide at position 101 of SEQ ID NO: 28 (SMBC—062), or a complement thereof; and
detecting the hybridization result.