TARGETS FOR USE IN DIAGNOSIS, PROGNOSIS AND THERAPY OF BREAST CANCER

Information

  • Patent Application
  • 20100159466
  • Publication Number
    20100159466
  • Date Filed
    December 08, 2009
    15 years ago
  • Date Published
    June 24, 2010
    14 years ago
Abstract
The invention is directed to methods of diagnosing breast cancer, susceptibility to breast cancer, nodal metastasis of a breast cancer and screening for breast cancer in an individual in need thereof comprising detecting the presence of a loss of heterozygosity/allelic imbalance (LOH/AI) at one or more specific loci (markers) in the genome of the individual, wherein the presence of the LOH/AI at the one or more specific loci in the genome of the individual is indicative of a diagnosis of breast cancer in the individual.
Description
BACKGROUND OF THE INVENTION

The importance of cross-talk between a cancer and its microenvironment has been increasingly recognized. A better understanding of this cross-talk would provide improved methods for diagnosis, prognosis and therapy of cancer.


SUMMARY OF THE INVENTION

TP53 mutation analysis and genomewide analysis of loss of heterozygosity and allelic imbalance on DNA from isolated neoplastic epithelial and stromal cells from 43 samples of hereditary breast cancer and 175 samples of sporadic breast cancer were performed. Compartment-specific patterns and TP53 mutations were analyzed. Associations between compartment-specific TP53 status, loss of heterozygosity or allelic imbalance, and clinical and pathological characteristics were computed.


TP53 mutations were associated with an increased loss of heterozygosity and allelic imbalance in both hereditary and sporadic breast cancers, but samples from patients with hereditary disease had more frequent mutations than did those from patients with sporadic tumors (74.4% vs. 42.3%, P=0.001). Only 1 microsatellite locus (2p25.1) in stromal cells from hereditary breast cancers was associated with mutated TP53, whereas there were 66 such loci in cells from sporadic breast cancers. Somatic TP53 mutations in stroma, but not epithelium, of sporadic breast cancers were associated with regional nodal metastases (P=0.003). A specific set of five loci linked to an increased loss of heterozygosity and allelic imbalance in the stroma of sporadic tumors was associated with nodal metastases in the absence of TP53 mutations. No associations were found between any of the clinical or pathological features of hereditary breast cancer with somatic TP53 mutations.


Stroma-specific loss of heterozygosity and allelic imbalance are associated with somatic TP53 mutations and regional lymph-node metastases in sporadic breast cancer but not in hereditary breast cancer.


Accordingly, in one aspect the invention is directed to a method of detecting nodal metastasis of a breast tumor in an individual in need thereof comprising detecting a mutation of the TP53 gene in breast tumor stroma of the individual, a loss of heterozygosity/allelic imbalance (LOH/AI) at one or more loci selected from the group consisting of: D7S821 (7q21), D10S677 (10q23), D15S128 (15Q11), D16S3401 (16p), and D17S2193 (17q24) in breast tumor stroma of the individual, or a combination thereof, wherein the presence of a mutation of the TP53 gene, LOH/AI at the one or more loci, or a combination thereof in the breast tumor stroma indicates nodal metastasis of the breast tumor in the individual.


In another aspect, the invention is directed to a method of diagnosing breast cancer in an individual in need thereof comprising detecting a loss of heterozygosity/allelic imbalance (LOH/AI) at one or more loci selected from the group consisting of: D7S821 (7q21), D10S677 (10q23), D15S128 (15Q11), D16S3401 (16p), and D17S2193 (17q24) in breast tumor stroma of the individual, wherein the LOH/AI at the one or more loci in the breast tumor stroma indicates a diagnosis of breast cancer in the individual. The method can further comprise detecting a mutation of the TP53 gene in breast tumor stroma of the individual.


In yet another aspect, the invention is directed to a kit comprising one or more agents that detect a LOH/AI at one or more loci selected from the group consisting of: D7S821 (7q21), D10S677 (10q23), D15S128 (15q11), D16S3401 (16p), D17S2193 (17q24)) in nucleic acid of an individual. The kit can further comprise one or more agents that detect a mutation in the TP53 gene in the nucleic acid of the individual.





BRIEF DESCRIPTION OF THE DRAWINGS


FIGS. 1A-1C show somatic TP53 Mutations in Breast Cancers. FIG. 1A shows a comparison of somatic TP53 mutational spectra in epithelium and stroma in sporadic breast cancer and hereditary breast cancer. A representative chromatogram of one sporadic breast cancer shows a GTG173GCG (Val173Ala) mutation of TP53 in stroma but not in epithelium. FIG. 1B shows representative immunohistochemical analysis with the use of anti-p53 antibody reveals increased protein expression in tumor stromal fibroblasts of samples with stromal mutant p53 (Gly325Arg) is compared with no expression in the matched normal stroma, which is wild-type p53. FIG. 1C shows sequencing chromatograms for the sporadic breast cancer in Panel B shows a GGA325AGA (Gly325Arg) mutation of TP53 in tumor stroma but not in the matched normal stroma.



FIG. 2 shows 66 hot spots of Loss of Heterozygosity or Allelic Imbalance Associated with Stromal TP53 Mutations in Sporadic Breast Cancer. In this Venn diagram, of the 66 (25+8−28+5) hot-spot markers, only 8 markers of loss of heterozygosity or allelic imbalance that are common to both epithelium and stroma are associated with stromal TP53 mutations, as compared with 25 in the epithelium alone and 33 (28+5) in the stroma alone. Among the hot-spot markers, only a loss of heterozygosity of allelic imbalance at the five stromal markers is associated with increased regional nodal metastases in the setting of wild-type p53.



FIG. 3 shows somatic TP53 Mutation or Loss of Heterozygosity or Allelic Imbalance at Five Stromal Markers Associated with increased Locoregional Lymph-Node Metastases in Sporadic Breast Cancer.





DETAILED DESCRIPTION OF THE INVENTION

Dynamic interactions between neoplastic epithelial cells and the surrounding stroma can select stromal cells that modulate tumor behavior (Matrisiano L M, et al., Cancer Res 2001:61:3844-6; Shekhar M P, et al. Cancer Res 2001:61:1320-6; Bissell M J, et al. Cell Sci Suppl 1987:8:527-43.). Moreover, carcinoma-associated stromal cells can transform normal epithelial cells into neoplastic cells (Hayward SW, et al., Cancer Res 2001:62:8235-42; Barclay WW, et al., Endocrinology 2005:146:13-8). In an animal model, selective mutations in the reactive stroma of a neoplasm accelerated tumor development, a process that was reversed by stromal gain or loss of certain genes, one of which was TP53 (Hill R, et al., Cell 2005:223:1001-11; Maffini M V, et al., Am J Pathol 2005:167:1405-10).


Tp53 is the most commonly mutated gene in human neoplasms (Hainaut P, et al., Adv Cancer Res 2000:77:71-137). The p53 tumor-suppressor protein involves the cell cycle, checkpoint control, repair of DNA damage, and apoptosis (Hollstein M, et al., Science 1991:253:49-53; Kastan M B, Bartek J., Nature 2004:432:316-23). In whole-tumor material, the frequency of a TP53 mutation in breast cancers ranges from 20 to 50% and is most common in the hereditary breast-ovarian cancer syndrome that is caused by germline mutations in BRCA1 and BRCA2 (Narod SA, et al., Nat Rev Cancer 2004:4:665-76; Antoniou A C, et al., BR J Cancer 2002:86:76-83). Like p53, BRCA1 and BRCA2 proteins regulate cell-cycle control and apoptosis (Narod S A, et al., Nat Rev Cancer 2004:4:665-76). In vitro work suggests that in cells lacking p53, BRCA1 and BRCA2 upregulate the expression of genes involved in DNA repair (Hartman A R, et al., Nat Genet 2002:33:180-4). In BRCA-associated cancers, not only the frequency but also the spectrum of TP53 mutations differ from TP53 mutations in grade-matched sporadic breast cancers (Marun A M, et al., J Med Genet 2003:40(4); e34; Gasco M., et al., Hum Mutat 2003:21:301-6; Smith P D, et al., Oncogene 1999:18:2451-9).


High frequencies of mutations of TP53 and phosphatase and tensin homologue (PTEN) in neoplastic breast epithelium and the surrounding stroma were previously found (Kurose K., et al., Nat Genet 2002:32:355-7 (Erratum, Nat Genet 2002:32:681)). In the study of hereditary and sporadic breast cancers described herein, TP53 mutations and loss of heterozygosity and allelic imbalance were sought in neoplastic epithelial cells and surrounding stromal cells and were related to clinical and pathological features of the disease. Shown herein is that mutational inactivation of the tumor-suppressor gene TP53 and genomic alterations in stromal cells of a tumor's microenvironment contribute to the clinical outcome.


Accordingly, in one aspect the invention is directed to methods of diagnosing breast cancer, susceptibility to breast cancer and/or nodal metastasis of a breast cancer in an individual in need thereof comprising detecting a mutation of the TP53 gene, a loss of heterozygosity/allelic imbalance (LOH/AI) at one or more loci or markers (e.g., D7S821 (7q21), D10S677 (10q23), D15S128 (15Q11), D16S3401 (16p), and D17S2193 (17q24)), or a combination thereof in the genome of the individual (e.g., in the breast tumor or the microenvironment of the breast tumor of the individual).


Specifically, in one aspect the invention is directed to methods of diagnosing breast cancer or susceptibility to breast cancer in an individual comprising detecting the presence of a LOH/AI at one or more of five specific loci (D7S821 (7q21), D10S677 (10q23), D15S128 (15q11), D16S3401 (16p), D17S2193 (17q24)) in the genome of the individual, wherein the presence of the LOH/AI at the one or more of five specific loci in the genome of the individual is indicative of a diagnosis of breast cancer in the individual. In one embodiment, the one or more of the loci are present in the stroma (e.g., non-malignant stroma) surrounding a tumor epithelium and/or the epithelium of the tumor. In another embodiment, the presence of one or more of the loci in the stroma surrounding a tumor epithelium and/or the epithelium of the tumor is indicative of nodal metastases. In a particular embodiment, the presence of one or more of the loci in the stroma surrounding a tumor epithelium and/or the epithelium of the tumor is associated with nodal metastases in the absence of one or more TP53 mutations in the tumor stroma. In another embodiment, the presence of one or more of the loci in the stroma surrounding a tumor epithelium and/or the epithelium of the tumor is associated with nodal metastases in the presence of one or more TP53 mutations in the tumor stroma. In this embodiment, the method can further comprise detecting a mutation in the TP53 gene in breast tumor stroma of the individual.


In another aspect the invention is also directed to a method of detecting nodal metastases of a breast cancer (e.g., tumor) in an individual comprising detecting the presence of a LOH/AI at one or more specific loci in the genome of the individual, wherein the presence of the LOH/AI at the one or more specific loci in the genome of the individual is indicative of nodal metastases of a breast cancer in the individual. In one embodiment, the one or more of the loci are present in the stroma surrounding a breast tumor epithelium and/or the epithelium of the tumor. In another embodiment, the presence of one or more of the loci in the stroma surrounding a tumor epithelium and/or the epithelium of the tumor is associated with nodal metastases in the absence of TP53 mutations in the tumor stroma. In another embodiment, the presence of one or more of the loci in the stroma surrounding a tumor epithelium and/or the epithelium of the tumor is associated with nodal metastases in the presence of one or more TP53 mutations in the tumor stroma. In this embodiment, the method can further comprise detecting a mutation in the TP53 gene in breast tumor stroma of the individual. In a particular embodiment, the invention is directed to a method of detecting nodal metastasis of a breast tumor in an individual in need thereof comprising detecting a mutation of the TP53 gene in breast tumor stroma of the individual, a loss of heterozygosity/allelic imbalance (LOH/AI) at one or more loci selected from the group consisting of: D7S821 (7q21), D10S677 (10q23), D15S128 (15Q11), D16S3401 (16p), and D17S2193 (17q24) in breast tumor stroma of the individual, or a combination thereof, wherein the presence of a mutation of the TP53 gene, LOH/AI at the one or more loci, or a combination thereof in the breast tumor stroma indicates nodal metastasis of the breast tumor in the individual.


As used herein, “breast cancer” refers to a variety of breast cancers such as hereditary breast cancer or sporadic breast cancer. In one aspect, the breast cancer is a sporadic breast cancer. In another aspect, the breast cancer is an invasive ductal carcinoma.


Heterozygosity denotes the presence of two alleles which can be individually discriminated by slight, minor differences in DNA sequence commonly found at microsatellites, which are segments of DNA composed of variable numbers of short repeat units that occur in predictable locations within the genome but vary in absolute length according to the number of repeats. Microsatellite markers can be used to evaluate the two different copies or alleles of the human genome. In the normal state, the two alleles can be distinguished from a each other and are said to exist in a state of heterozygosity. When mutations are acquired which typically involve deletion of all or part of an allele, one of the two copies is lost from the cell by deletion leading to a loss of heterozygosity.


“Loss of heterozygosity/allelic imbalance” typically refers to the loss of a portion of a chromosome in somatic cells (e.g., a deletion, mutation, or loss of an entire chromosome (or a region of the chromosome) from the cell nucleus). Since only one of the two copies of the affected chromosomal region originally present in an individual's genome will remain in cells which have undergone LOH, all polymorphic markers within the region will appear to be homozygous; i.e., these cells will have lost heterozygosity for these markers. Comparison of marker genotypes in a population of cells that are suspected of having undergone LOH with genotypes of normal tissue from the same individual allows for the identification of LOH, and for mapping the extent of the loss.


In particular embodiments, the LOH/AI is at one or more of the following loci: D7S821 (7q21), D10S677 (10q23), D15S128 (15q11), D16S3401 (16p), D17S2193 (17q24)).


The methods described herein encompass detecting a variety of mutations in the TP53 gene (e.g., of the epithelium, stroma and or combination thereof). See, for example, Table 7.


In the methods of the invention, a sample can be obtained from the individual and used in the methods to detect the presence of the LOH/AI and/or mutation in the TP53 gene. The LOH/AI and/or mutation in the TP53 gene can be detected in any sample obtained from the individual that comprises the individual's DNA. For example, a LOH/AI and/or mutation in the TP53 gene can be detected in a tissue sample (e.g., skin, muscle, organ, placenta), a cell sample (e.g., fetal cells), a fluid sample (e.g., blood, amniotic fluid, cerebrospinal fluid, urine, lymph) and any combination thereof. Such samples can be obtained from the breast cancer (e.g., the breast tumor) and/or the microenvironment of the breast cancer (e.g., the stroma (e.g., stromal cells) and/or epithelium (e.g., neoplastic epithelial cells) surrounding the breast tumor). Methods of obtaining such samples a or extracting nucleic acid from such samples are described herein and known to those of skill in the art.


Methods of obtaining such samples are well known in the art. In a particular embodiment, the presence of a LOH/AI at one or more specific loci and/or mutation in the TP53 gene can be detected in a sample (e.g., tissue, cell, fluid) from the tumor epithelium and/or the surrounding stroma of the tumor epithelium in the individual. The tumor epithelium and/or surrounding stroma can be obtained using any suitable method known in the art such as laser capture microdissection (LCM). In addition, the DNA can be extracted and amplified, and the LOH/AI at one or more specific loci and/or mutation in the TP53 gene can be detected, using any suitable methods known in the art, as described herein. As will be apparent to one of skill in the art, methods other than those described herein can be used.


In particular embodiments, the presence of LOH/AI at one or more of the loci and/or mutation in the TP53 gene are detected in stromal cells (e.g., non-malignant stromal cells, malignant stromal cells) surrounding the tumor. The stromal cells can be, for example, fibroblast cells present in the stroma. In another embodiment, the presence of LOH/AI at one or more of the loci and/or mutation in the TP53 gene are detected in epithelial cells of the tumor (epithelial tumor cells).


A variety of methods can be used to detect the presence of LOH/AI at one or more of the loci and/or mutation in the TP53 gene of an individual. Examples of such methods include laser-capture microdissection to procure neoplastic tissue (e.g., stroma, epithelium), polymerase chain reaction (PCR), gel electrophoresis, and/or immunohistochemical analysis.


The presence of the LOH/AI and or a mutation of the TP53 gene described herein can be detected in any sample obtained from the individual that comprises the individual's nucleic acid (e.g., genomic DNA). Methods of obtaining such samples are well known in the art. In a particular embodiment, the presence of a LOH/AI at one or more specific loci can be detected in a sample (e.g., tissue, cell, fluid) from the tumor epithelium and/or the surrounding stroma (e.g., breast tumor stroma) of the tumor epithelium in the individual. As used herein a cell can be a germ cell or somatic cell. Suitable cells can be of, for example, mammalian (e.g., human) origin. The tumor epithelium and/or surrounding stroma can be obtained using any suitable method known in the art such as laser capture microdissection (LCM). In addition, the genomic DNA can be extracted and amplified, and the LOH/AI at one or more specific loci in the genome of the individual can be detected, using any suitable methods known in the art, as described herein. As will be apparent to one of skill in the art, methods other than those described herein can be used.


The detection of the LOH/AI and/or mutation in the TP53 gene in the individual can be compared to a control. Suitable controls for use in the methods provided herein are apparent to those of skill in the art. For example, a suitable control can be established by assaying one or more (e.g., a large sample of) individuals which do not have the LOH/AI at the loci described herein. Alternatively, a control can be obtained using a statistical model to obtain a control value (standard value; known standard). See, for example, models described in Knapp, R. G. and Miller M. C. (1992) Clinical Epidemiology and Biostatistics, William and Wilkins, Harual Publishing Co. Malvern, Pa., which is incorporated herein by reference.


The LOH/AI at the one or more specific loci and/or mutation in the TP53 gene in individuals with breast cancer described herein can also be used as targets for therapeutic and/or preventive intervention of breast cancer in an individual. Identification of the markers of the breast cancer described herein provide for methods of detecting recurrence of the cancer in an individual that is in remission, or has been treated for the cancer comprising detecting the markers in the individual.


In addition, the markers provide for methods of screening an asymptomatic individual for breast cancer comprising detecting the marker in the asymptomatic individual.


Also encompassed by the present invention are methods of monitoring a treatment regimen for breast cancer in an individual comprising monitoring the marker(s) in an individual undergoing a particular treatment regimen. Alternatively, the present invention provides methods of monitoring an individual that has previously received treatment for breast cancer comprising monitoring the marker(s) in the individual.


As used herein the term “individual” includes animals such as mammals, as well as other animals, vertebrate and invertebrate (e.g., birds, fish, reptiles, insects (e.g., Drosophila species), mollusks (e.g., Aplysia). Preferably, the animal is a mammal. The terms “mammal” and “mammalian”, as used herein, refer to any vertebrate animal, including monotremes, marsupials and placental, that suckle their young and either give birth to living young (eutharian or placental mammals) or are egg-laying (metatharian or nonplacental mammals). Examples of mammalian species include primates (e.g., humans, monkeys, chimpanzees), canines, felines, rodents (e.g., rats, mice, guinea pigs) and ruminents (e.g., cows, pigs, horses).


Also provided herein are kits for use in diagnosing breast cancer or susceptibility to breast cancer, and/or detecting nodal metastasis of a breast cancer (e.g., a breast tumor) in an individual comprising one or more regents for detecting the presence of a LOH/AI at one or more loci selected from the group consisting of: D7S821 (7q21), D10S677 (10q23), D15S128 (15q11), D16S3401 (16p), D17S2193 (17q24)) and/or mutation in the TP53 gene. For example, the kit can comprise primers for us in a polymerase chain reaction (PCR) (e.g., see Table 5), hybridization probes, restriction enzymes (e.g., for RFLP analysis), allele-specific oligonucleotides, and antibodies. In a particular embodiment, the kit comprises at least one contiguous nucleotide sequence that is substantially or completely complementary to a region of one or more of the loci comprising the LOH/AI. For example, the nucleic acids can comprise at least one sequence (contiguous sequence) which is complementary (completely, partially) to one or more loci comprising LOH/AI that is associated with breast cancer. In one embodiment, the one or more reagents in the kit are labeled, and thus, the kits can further comprise agents capable of detecting the label. The kit can further comprise instructions for using the components of the kit.


Experimentation
Methods
Patients

Invasive breast cancer from 218 patients (43 with hereditary breast cancer and 175 with sporadic breast cancer) was evaluated. For both groups, inclusion criteria were a pathologic diagnosis of invasive ductal carcinoma and a clinical stage with no known metastases. Patients with widely metastatic disease were excluded to minimize incomplete ascertainment due to the difficulty of obtaining the original primary carcinoma, on which all analyses were performed.


Patients with hereditary breast cancer had to meet clinical diagnostic criteria (Genetic/familial high-risk assessment: breast and ovarian cancer. Jenkintown, Pa.: National Comprehensive Cancer Network (NCCN), 2007 www.nccn.org/professional/physician_gls/PDF/genetics screening.pdf.) and have deleterious germ-line mutations or unclassified variants of BRCA1 or BRCA2. Two patients whose tumors were wild-type for both genes were included in the hereditary group because they were members of families with a high previous probability of harboring BRCA1 or BRCA2 mutations.


The institutional review board at each participating institution approved the study (under exempt status). Anonymous samples linked only to clinicopathological data obtained from September 2005 to May 2007 were used.


Laser Capture Microdissection and DNA Extraction Laser-capture microdissection was performed with the use of an Arcturus PixCell II microscope (Arcturus Engineering) to procure epithelium and stroma of the neoplastic tissue (Fukino K, et al., Cancer Res 2004:64:7231-6; Kurose K. et al., Hum Mol Genet 2001:10:1907-13). This microscope uses a transparent thermoplastic film (also called a standard laser-capture microdissection cap) applied to the surface of the tissue section (5 to 7 μm thick) on standard histopathology slides. The epithelial cells, surrounding stromal cells, and normal cells in the sample were identified and targeted through a microscope, with a relatively narrow (15 to 30 μm) carbon dioxide laser-beam pulse. The resulting strong focal adhesion allowed selective procurement of only the target cells.


First, the neoplastic epithelium was removed and the fibroblasts in the stroma were then taken. Four to six standard laser-capture microdissection caps (with 8000 to 9000 cells per cap) were procured per compartment (four from the epithelial compartment and six from the stromal compartment which is less cellular/unit area). Stromal fibroblasts residing between aggregations of epithelial tumor cells or no more than 0.5 cm distant from the tumor nodule were specifically captured. This morphological approach allows for replication of the distances between the tumor-stromal and tumor-epithelial fractions for all samples.


DNA for each tumor was also obtained from peripheral-blood leukocytes (in 75% of hereditary tumors) or normal-appearing cells that were at least 1 cm distant from the tumor in the tissue section. The origin of the normal DNA had no effect on the frequency or pattern of loss of heterozygosity or allelic imbalance. After the performance of laser-capture microdissection, genomic DNA was extracted as described (Fukino K, et al., Cancer Res 2004:64:7231-6; Kurose K. et al., Hum Mol Genet 2001:10:1907-13; Marsh DJ, et al., Cancer Res 1997:57:500-3).


Genomewide Scan

Polymerase chain reaction (PCR) was performed on DNA from each compartment (normal, epithelium, and stroma) of each sample and one of 72 multiplex primer panels, comprising 372 and 386 fluorescent-labeled microsatellite markers for hereditary and sporadic samples, respectively. These markers are distributed throughout chromosomes 1 to 22 and X and are based on the MapPairs Human Markers set, version 10 (Invitrogen) development at the Marshfield Institute. This genomewide panel has an average of 16.2 markers per chromosome (ranging from 7 to 29 markers per chromosome) or an intermarker distance of approximately 9 cM.


Genotyping was performed with either the ABI 3700 or the 3730 XL semiautomated sequencer (Applied Biosystems). The results were analyzed by automated fluorescence detection with the use of the GeneScan collection and analysis software (Applied Biosystems). Scoring for the loss of heterozygosity to allelic imbalance was performed by visual inspection of the GeneScan output. A ratio of allele peak heights between germ-line DNA and somatic DNA of 1.5 or more was used to define a loss of heterozygosity or allelic imbalance (Nelson H H, et al., Carcinogenesis 2005; 26:1770-3; Dacie S., et al., Am J Surg Pathol 2005:29:897-902). The reliability of such evaluations by multiplex PCR on archived tissue has been extensively validated (Fukino K, et al., Cancer Res 2004:64:7231-6).


Mutation Analysis of TP53

Mutation analysis of TP53 was performed by PCR amplification of exons 4 to 9 of TP53, followed by denaturing gradient gel electrophoresis (DGGE) analysis. Fragments showing abnormal migration patterns in the DGGE analysis were reamplified from the original DNA and directly sequenced. A description of the PCR conditions and oligonucleotide primer sequences used for PCR-DGGE and sequencing is available in Table 4. DGGE separation through a 10% polyacrylamide gel containing a 20 to 70% urea-formamide gradient was performed at 120 V and 60° C. for 14 hours (Rines R D, et al., Carcinogenesis 1998:19:979-84).


Immunohistochemical Analysis

Paraffin sections of breast-cancer specimens were rehydrated and subjected to microwave antigen retrieval for 20 minutes followed by overnight incubation 4′C with antibodies against p53 from murine clone PAb1801 (Novocastra) at a dilution of 1:300. Slides were washed and incubated with secondary biotinylated antibodies with the use of the Vectastain ABC kit (Vector Laboratories); they were then treated with sequential additions of avidin peroxidase and 3,3′-diaminobenzidine and counterstained by methyl green. The status of p53 was scored visually as positive by a generalized linear-regression model if the nuclei of stromal calls stained darkly.


Statistical Analysis

A total of 372 microsatellite markers from the 43 hereditary cancers and 386 markers from the 175 sporadic breast cancers were analyzed in the samples obtained from the epithelium and stroma. Chi-square tests of association between the loss of heterozygosity and TP53 mutation in these two groups of tumors were performed. The Wilcoxon rank-sum test was applied to compare frequencies of the loss of heterozygosity between each paired group with wild-type TP53 with the mutated TP53.


To identify compartmental hot spots of the loss of heterozygosity associated with mutated TP53, the significance of overall frequencies (across all samples), as compared with chromosome-average frequencies, of the loss of heterozygosity was analyzed for each microsatellite marker with the use of logistic regression with TP53 as a covariate; the significance of the presence of a TP53 mutation was additionally tested with the use of analysis of deviance. These statistical methods are meant to identify microsatellite loci with the highest degree of association between a loss of heterozygosity or allelic imbalance and TP53 mutation. Logistic regression and analysis of deviance were also applied to test the association between loss of heterozygosity or allelic imbalance and each of the clinical and pathological features (pathologically confirmed tumor and nodal status, tumor grade, clinical stage, estrogen-receptor status, and expression of HER2/neu). For this analysis, the age at diagnosis was taken into account by including it as a covariate. Adjustment for multiple testing was applied with the use of false positive report probability (FPRP) (Wacholder S. et al., J Natl Cancer Inst 2004:96:434-42; Weber F., et al., JAMA 2007:297:187-95). A significant value with a previous probability of 0.01 and an FPRP value of less than 50% is denoted as FPRP0.01<0.5.


Among the microsatellite markers that had a significant association with mutated TP53 in the stroma of the sporadic cancers, linear-by-linear association tests (Agtesti A. Categorical data analysis. Hoboken, N.J. Wiley-interscience, 2002; Hothorn L A. J Biopharm Stat 2006:16:711-31) were used to identify markers having a significant association with lymph-node metastases. This test seeks associations between lymph-node status and each stromal microsatellite marker, stratified according to TP53 mutation status. If a significant association was found, then which TP53 status (mutation-positive or mutation-negative) was associated with nodal involvement was determined. Multiple-testing adjustments were controlled by a false discovery rate of less than 0.1.


The R package (http://www.r-project.org) was used for all data mining and statistical analysis.


Results
Patients

Table 5 summarizes the clinical and pathological features of all patients. The mean age at diagnosis was 42.6 years (range, 23 to 86) in the group with hereditary cancers (hereditary group) and 52.3 years (range, 25 to 82) in the group with sporadic cancers (sporadic group) (P=0.002). Positivity for either the estrogen receptor or the progesterone receptor was less frequent in the hereditary group than in the sporadic group (64% vs. 41%, P=0.02). There were no significant differences in tumor stage and nodal status between the two groups. The patients' demographic and clinical characteristics and pathological features of the tumor samples are consistent with those of results reported previously (Honrado E. et al., Mod Pathol 2005:18:1305-20).


TP53 Mutations

A total of 32 of 43 samples from the hereditary group (74.4%) and 74 of 175 samples in the sporadic group (42.3%) had TP53 mutations (P<0.002) (FIGS. 1A-1C, and Tables 6 and 7). Of the samples with TP53 mutations in the hereditary group, 11 (25.6%) had mutations in epithelium alone, 11 (25.6%) had mutations in stroma alone, and 10 (23.3%) had mutations in both compartments. Of the samples with TP53 mutations in the sporadic group, 26 (14.9%) had mutations in epithelium alone, 34 (19.4%) had mutations in stroma alone, and 14 (8.0%) had mutations in both compartments, similar to our preliminary data (Agtesti A. Categorical data analysis. Hoboken, N.J. Wiley-interscience, 2002) (FIG. 1A). Of 45 breast cancers with sequence-confirmed TP53 missense mutations, 2 samples showed nuclear staining for p53 in tumor stroma but not normal stroma (FIG. 1B).


Loss of Heterozygosity or Allelic Imbalance

The frequencies of loss of heterozygosity or allelic imbalance in epithelium and stroma in the hereditary group were higher than in the sporadic group. The median frequency of loss of heterozygosity or allelic imbalance in the neoplastic epithelium was 67% in the hereditary group and 54% in the sporadic group (P<0.001). The median frequency of the loss of heterozygosity or allelic imbalance in stroma was 60% in the hereditary group and 51% in the sporadic group (P<0.001) (Table 1). It was found that a TP53 mutation in epithelium or stroma was associated with an increased frequency in loss of heterozygosity or allelic imbalance in both the hereditary group and the sporadic group, but the association was more pronounced in the sporadic group (Table 2). There was no significant difference in overall loss of heterozygosity or allelic imbalance in breast cancers from patients with deleterious BRCA1 or BRCA2 mutations or those with unclassified variants, uvBRCA1 or uvBRCA2 (data not shown).


Whether compartment-specific TP53 mutations are associated with loss of heterozygosity or allelic imbalance at specific microsatellite markers was then tested. Markers with a significantly higher frequency of loss of heterozygosity or allelic imbalance than all other markers on the same chromosome are considered to be hot spots (Fukino K, et al. Cancer Res 2004:64:7231-6; Weber F. et al., Am J Hum Genet 2006:78:961-72). Among all samples in the sporadic group, 66 hot-spot loci linked to a loss of heterozygosity or allelic imbalance that were associated with a compartmental TP53 mutation were identified (at P<0.05 and FPRP0.01<0.5) (FIG. 2). Thus, these 66 loci harbored a loss of heterozygosity or allelic imbalance at frequencies significantly higher than could be obtained by chance. This association holds across all tumors and compartments but cannot be ascertained for a single tumor. Of these 66 hot-spot markers, 8 markers—D2S2944 (2q34), D3S1262 (3q27), D5S1462 (5q15), D7S1818 (7p12), D15S128 (15q11), D16S2616 (16p13), D18S1390 (18q23), and D20S103 (20p13)—occurred in both epithelium and stroma, and each was associated with the presence of a TP53 mutation (FIG. 2, and Table 8). Of the remaining 58 hot spots, 25 were found only in epithelium and 33 were detected only in stroma (FIG. 2, Tables 9, 10, and 11). It was also found that stromal TP53 mutations were associated with loss of heterozygosity or allelic imbalance at 41 stromal hot-spot markers (FIG. 2). In the hereditary group, there was only one hot spot of loss of heterozygosity or allelic imbalance associated with a TP53 mutation, specifically at D2S1400 (2p25.1) in the stroma (at P<0.05 and FPRP0.01<0.5) (Table 9).


Association with Clinical and Pathological Features


A significant association between the TP53 mutation status in stroma and lymph-node status (P=0.003) was found only in the sporadic group (Table 12). Moreover, TP53 mutations in stroma were associated with nodal metastases only in the sporadic group (FIG. 3). Loss of heterozygosity or allelic imbalance at five stromal hot-spot markers—D7S821 (7q21), D10S677 (10q23), D15S128 (15Q11), D16S3401 (16p), and D17S2193 (17q24)—that were associated with nodal metastases in the absence of TP53 mutations in the tumor stroma were also identified (at P<0.05 and FDR<0.1) (Table 3 and FIG. 3). Thus, stromal TP53 mutation alone and stromal loss of heterozygosity at five hot-spot loci alone were both associated with nodal metastases. There was no additive effect of the presence of TP53 mutation and loss of heterozygosity or allelic imbalance at these five loci (P>0.05) (Table 2 and FIG. 3).


Discussion

The results of the few studies that have investigated the prognostic value of TP53 mutations in breast and other cancers are contradictory (Overgaard J. et al., Acta Oncol 2000:39:327-33; Bissa S. et al., Anticancer Res 1997:17:3091-7; Pharoah P D, et al., Br J. Cancer 1999:80:1968-73). Described herein is the evaluation of the associations between the presence of TP53 in the tumor, genomic alterations in the tumor microenvironment and presenting clinical and pathological findings in two groups of tumors: hereditary breast cancers associated with BRCA1 or BRCA2 mutations and sporadic breast cancers.


In studies of epithelium and stroma from hereditary breast cancers with germ-line BRCA1 or BRCA2 mutations, frequencies of loss of heterozygosity or allelic imbalance were higher than those in sporadic breast cancers (Weber F. et al., Am J Hum Genet 2006:78:961-72). The TP53 mutations in familial breast cancers often retain their activities that induce apoptosis, up-regulate genes, and inhibit growth (Fukino K, et al., Cancer Res 2004:64:7231-6), in most cases, however, the TP53 mutations in hereditary and sporadic breast cancers differ in their position along the gene. It was found that TP53 mutations in the stroma of hereditary and sporadic breast cancers were associated with an increased frequency of loss of heterozygosity or allelic imbalance across all microsatellite markers. Despite this overall increase, only one marker in the 43 hereditary breast cancers was found that was identified as a hot spot associated with mutant TP53: marker D2S1400 on 2p25.1, containing E2F6, a transcription factor that targets BRCA1 and has an important role in the regulation of apoptosis (Yang W W, et al., Cell Death Differ 2007:14:807-17).


Unlike hereditary breast cancer, sporadic breast cancer does not have an underlying generalized genomic instability (Weber F. et al., Am J Hum Genet 2006:78:961-72). Nevertheless, it was found that TP53 mutations in sporadic breast cancer were associated with 66 hot-spot markers of loss of heterozygosity or allelic imbalance. The eight hot spots associated with TP53 mutations in both epithelium and stroma map to regions that encode proteins in p53-related pathways. For example, 3q27.3 (D3S1262) contains TP73L, a member of the TP53 gene family; p63, encoded by TP73L, is expressed exclusively in the myoepithelial cells of normal breast tissue, and its decreased expression in breast cancer is associated with disease progression (Wang X, et al., Breast Cancer 2002:9:216-9). In addition, certain markers identified as hot spots only in TP53-mutated epithelium map to chromosomal regions containing genes that encode p53 targets. Thus, sporadic breast cancers must have multiple mechanisms that disrupt normal cellular regulation, such as cell-cycle progression and checkpoints, DNA repair, and apoptosis. The data provided herein indicate that these mechanisms, whether in play in stroma or epithelium, involve p53.


The overall frequency of loss of heterozygosity or allelic imbalance was similar in the epithelial and stromal compartments of sporadic breast cancers. Somatic TP53 mutations in the stroma were associated with loss of heterozygosity or allelic imbalance of chromosomal regions harboring p53-related genes. The significant association between stromal TP53 mutations and nodal metastases in sporadic breast cancers suggests that such mutation-bearing stromal cells provide a favorable microenvironment for tumor spread (FIG. 3). It was also found that even in the absence of TP53 mutations in stroma of sporadic breast cancers, loss of heterozygosity or allelic imbalance at five microsatellite markers was associated with nodal metastases. The D10D677 marker (10q23.3) maps to a region containing the gene that encodes phospholipase C, epsilon 1 (PLCE1); this enzyme catalyzes the hydrolysis of polyphosphoinositides and thereby initiates in the growth and differentiation of cells PLC-ε, the corresponding protein, mediates the effects of the small guanosine triphosphatases belonging to the Ras superfamily on the actin cytoskeleton and membrane protrusion (Ada-Nguema A S, et al., J Cell Sci 2006:119:2301-19). Another marker, D16S3401 (16p13.3), maps to a region containing the gene encoding nonmetastatic cells 4 (NME4), a member of the nucleoside diphosphate kinase family. The function of NME4 protein is unknown, but another NME family member, NME1, is regulated by p53 and decreases metastatic potential (Chen S L, et al., Mol Carcinog 2003:36:204-14).


The observations described herein indicate that TP53-mutated stroma or loss of heterozygosity or allelic imbalance at five specific stromal markers accelerates tumor progression. Corroboration of the results in a larger prospective study would be useful, however, the results herein show that analysis of breast-tumor stroma for the presence of TP53 mutations and loss of heterozygosity or allelic imbalance at the five markers are likely helpful to predict nodal status (FIG. 3). Although the procurement of stroma by laser-capture microdissection is currently complex and perhaps beyond routine clinical use, analysis of TP53 mutation and of the five microsatellite markers for loss of heterozygosity or allelic imbalance involves techniques that are routinely used in clinical laboratories (Patocs, A., et al., NEJM, 357(25):2543-2551 (2007, which is incorporated by reference herein in its entirely).









TABLE 1







Frequency of Loss of Heterozygosity or Allelic Imbalance in


175 Sporadic Breast Cancers and 43 Hereditary Breast


Cancers in Epithelium and Stroma.*











Sporadic Group
Hereditary Group














No. of
LOH
No. of
LOH



Tissue
Markers
Frequency
Markers
Frequency
P Value†





Epithelium
370

367

<0.001


Median

0.54

0.67


Interquartile

0.45-0.64

0.57-0.78


range


Stroma
370

368

<0.001


Median

0.51

0.60


Interquartile

0.41-0.62

0.50-0.71


range





*LOH denotes loss of heterozygosity or allelic imbalance.


†P values were calculated with the Wilcoxon rank-sum test.













TABLE 2







Frequency of Loss of Heterozygosity or Allelic Imbalance in


Stroma and Epithelium of Hereditary and Sporadic Breast


Cancers, According to the Type of TP53 Mutation.*











Mutated TP53
Wild-Type TP53














No. of
LOH
No. of
LOH



Tissue
Markers
Frequency
Markers
Frequency
P Value†















Hereditary group







Epithelium
370

367

0.01


Median

0.61

0.67


Interquartile

0.50-0.71

0.50-0.80


range


Stroma
370

368

<0.001


Median

0.70

0.57


Interquartile

0.60-0.78

0.40-0.71


range


Sporadic group


Epithelium
384

385

<0.001


Median

0.62

0.47


Interquartile

0.54-0.69

0.40-0.54


range


Stroma
384

385

<0.001


Median

0.60

0.42


Interquartile

0.53-0.66

0.36-0.50


range





*LOH denotes loss of heterozygosity or allelic imbalance.


†P values were calculated with the Wilcoxon rank-sum test.













TABLE 3







Associations among Hot Spots of Loss of Heterozygosity or Allelic Imbalance


in Stroma, TP53 Mutation Status, and Nodal Status in Sporadic Breast Cancer.*










LOH Frequency in
LOH Frequency in



Wild-Type TP53
Mutated TP53












Nodal Status

Nodal Status

















Marker
Locus
0
1
2 or 3
P Value†
0
1
2 or 3
P Value†



















D7S821
7q21.3
0.39
0.41
0.88
0.04
0.60
1
1
0.06


D10S677
10q23.3
0.24
0.48
0.83
0.004
0.64
0.60
0.75
0.77


D15S128
15q11.2
0.19
0.41
0.67
0.02
0.50
0.25
1
0.12


D16S3401
16p13.3
0.22
0.36
0.83
0.007
0.63
0.40
1
0.18


D17S2193
17q24.2
0.32
0.48
0.88
0.01
0.63
0.50
0.83
0.46





*LOH denotes loss of heterozygosity or allelic imbalance.


†P values are for the overall comparisons among the nodal-status subgroups. Multiple-testing adjustments were controlled so that a false positive finding would occur less than 10% of the time.













TABLE 4







Clinicopathological Features of Breast Cancer Patients











Sporadic
Hereditary breast cancer
p-value














Number of cases
n = 174
n = 43



Age (years) (range)
52.3 (25-82) 
42.6 (23-86)
P = 0.002*


Tumor stage (%, n/d)


0-I
29.8 (42/141)
20.5 (7/34) 
P = 0.55 


II
50.3 (71/141)
58.8 (20/34)


III
19.8 (28/141)
20.5 (7/34) 


Non-informative
34/175
 9/43


Nodal status (%, n/d)


  0
47.6 (60/126)
52.9 (18/34)
P = 0.58 


>1
52.4 (66/126)
47.1 (16/34)


Non-informative
49/175
 9/43


Estrogen receptor status (%,


n/d)


Positive
 64.9 (100/154)
41.3 (12/29)
P = 0.017*


Negative
35.0 (54/154)
58.6 (17/29)


Non-informative
21/175
14/43


Progesterone receptor status


(%, n/d)


Positive
 64.9 (100/154)
41.3 (12/29)
P = 0.017*


Negative
35.0 (54/154)
58.6 (17/29)


Non-informative
21/175
14/43





*indicates a significance with P value < 0.05.


A binomial model with nested structure was used to compare the distributions of clinicopathological features for patients with germline BRCA 1/2 mutations/variants to sporadic breast cancer patients.


(%, n/d) denotes percentage (numerator divided by denominator)













TABLE 5







Primers Used For DGGE and Sequencing of TP53










5′ - 3′
TM (° C.)












Sequencing Primers











P53-4Fseq
CCTGGTCCTCTGACTGCTCTTTTCACCCA
55


P53-4Rseq
GGCCAGGCATTGAAGTCTCAT






P53-5Fseq
CAACTCTGTCTCCTTCCT
55


P53-5Rseq
TGTCGTCTCTCCAGCCCC






P53-6Fseq
AGAGACGACAGGGCTGGTTG
55


P53-6Rseq
CTTAACCCCTCCTCCCAGAG






P53-7Fseq
CCTCATCTTGGGCCTGTGTT
55


P53-7Rseq
AGTGTGCAGGGTGGCAAGTG






P53-8Fseq
CCTTACTGCCTCTTGCTTCT
55


P53-8Rseq
ATAACTGCACCCTTGGTCTC






P53-9Fseq
GGAGACCAAGGGTGCAGTTATGCCTCAG
55


P53-9Rseq
CCCAATTGCAGGTAAAACAG






DGGE PRIMERS




P53-4.1F
CGTCCCGCTGGTCCTCTGACTGCTCTTT
55


P53-4.1R
CGCCCGCCGCGCCCCGCGCCCGTCCCGCCGCCCCC




GCCCGCATTCTGGGAGCTTCATCTG






P53-4.2F
AAGCTCCCAGAATGCCAG
55


P53-4.2R
CGCCCGCCGCCGCCCGCCGCGCCCCGCGCCCGTCC




CGCCGCCCCCGCCCGGCAAGAAGCCCAGACGGA






P53-4.3F
CGCCCGCCGCCGCCCGCCGCGCCCCGCGCCCGTCC
55



CGCCGCCCCCGCCCGTCCCTTCCCAGAAAACCT



P53-4.3R
TGAAGTCTCATGGAAGCC






P53-5F
CGCCCGCCGCCGCCCGCCGCGCCCCGCGCCCGTCC
62



CGCCGCCCCCGCCCGCAACTCTGTCTCCTTCCT



P53-5R
TGTCGTCTCTCCAGCCCC






P53-6F
AGAGACGACAGGGCTGGTTG
62


P53-6R
CGCCCGCCGCGCCCCGCGCCCGGCCCGCCGCCCC




CGCCCGAAATAATAAACCTTAACCCCTCCTCCC




AGA






P53-7F
CGCCCGCCGCGCCCCGCGCCCGTCCCGCCGCCCC
57



CGCCCG-CCTCATCTTGGGCCTGTGTT



P53-7R
AGTGTGCAGGGTGGCAAGTG






P53-8F
CGCCCGCCGCGCCCCGCGCCCGTCCCGCCGCCCCC
57



GCCCG-CCTTACTGCCTCTTGCTTCT



P53-8R
ATAACTGCACCCTTGGTCTC






P53-9F
GCGCG-GCAGTTATGCCTCAGATTCA
55


P53-9R
CGCCCGCCGCGCCCCGCGCCCGTCCCGCCGCCCC




CGCCCG-CCCAATTGCAGGTAAAACAG






DGGE: denaturant gradient gel electrophoresis













TABLE 6







Germi, Ine, RRCA1/2 and Somatic TP53 Mutations In Samples From


Hereditary Breast And Ovarian Cancer (HBOC) Patients









Somatic TP53 mutation











Fam
Sample ID
Germline BRCA mutation
Epithelium
Stroma















1
1
BRCA1
4020delAG
Pro89Ser
Pro89Ser






1612insA
Arg273Cys


2
2
BRCA1
IVS4-1G > T
Pro89Ser



3
3
BRCA1
1135 insA
Pro89Ser



4
4
BRCA1
2530delAG
Pro89Ser
Pro89Ser


5
5
BRCA1
1240delC
Pro89Ser







Arg273Cys


6
6
BRCA1
589delCT
Pro219Ser



7
7
BRCA1
IVS18 + 3A/C

Asp41Asn


8
8
BRCA1
1389insAG

codon209 delGA


9
9
BRCA1
IVS6-1C/T
Pro89Ser
Pro89Ser







Asp184Asn


10
10
BRCA1
del ex23-24
1733insA



11
11
BRCA1
IVS18 + 3A/C
Thr170Met



12
12
BRCA1
del ex23-24




13
13
BRCA1
157delCT

Thr150Ile


14
14
BRCA1
4229insATCT
Val157Ile
Pro89Ser






Arg248Glu


15
15
BRCA1
5385insC
Arg273Cys



16
16
BRCA1
2552delC




17
17
BRCA1
C61G
Pro89Ser






Ser149Phe


18
18
BRCA1
IVS5-11T > G
Arg248Glu



19
19
BRCA1 +
A1708E + 8234del
Ala88Thr





BRCA2
TT
Glu144Arg



20
BRCA2
6503delTT




20
21
BRCA2
6503delTT

G1u198Lys


21
22
BRCA2
2567delC
Pro89Ser
Pro89Ser







Arg273Cys


22
23
BRCA2
Y1894X




23
24
BRCA2
5578delAA




24
25
BRCA2
8234del23
Pro177Arg







Glu221Lys


25
26
BRCA2
5804delAAAA

Glu198Lys


26
27
BRCA2
3036delACAA




27
28
BRCA2
8294insTT

Pro89Ser


28
29
BRCA1uv
S1040N
Pro89Ser



29
30
BRCA1uv
S1040N




30
31
BRCA1uv
N1236K

Ser313Asn


31
32
BRCA1luv
A1623G





33
BRCA1uv
S1623G

Pro177Ser


32
34
BRCA1uv
IVS2-14T > C

Asp184Asn


33
35
BRCA2uv
13412V

Pro89Ser







His179Arg


34
36
BRCA2uv
K1057R
Pro89Ser
Ala161Thr






Thr140Ala
Asp186Gly


35
37
BRCA2uv
A2466V




36
38
BRCA2uv
IVS8 + 56T > C
A1a161Val
Arg174Gly


37
39
BRCA2uv
A2951T
Thr170Ala Glu180Gly
Pro152Ser


38
40
BRCA2uv
A2951T

Metl33Val


39
41
BRCA2uv
IVS21-11A/C
Pro89Ser ivs8 + 1 G/T
Pro89Ser



42
wt

Pro89Ser Asp324His
Pro89Ser


40
43
wt



















TABLE 7







Somatic Mutations of TP53 In Epithelial And Stromal DNA In


Sporadic Breast Cancer Patients










Somatic TP53 mutation










Sample ID
Epithelium
Stroma












1
Dell bp codon 171



2
Pro89Ser



3
delT codon275



4
Arg196X



5
His296Tyr



6
Val173Met



7
Arg214X



8
Gly245Ser



9
Pro152Leu, Arg158Cys



10
Arg213X



11
393insC



12
Arg273Cys



13
Ile195Thr



14
Arg209Lys



15
His179Asp



16
Cys176Trp



17
Arg282Gly



18
Arg156His, Pro177Ser



19
His178Tyr



20
Val172Ile



21
532delC



22
Leu137Pro, Val172Ala



23
Asp184Gly



24
Pro98Leu, His168Tyr



25
Gln136Arg



26
Trp146Arg, Pro316Leu



27

Pro177Leu


28

Glu198Lys


29

His168Tyr


30

Cys182Arg


31

Val157Asp


32

Leu188Pro, Glu198Lys


33

Phe270Leu


34

Cys277GIy


35

Arg158Ser


36

Ala159Pro


37

Ala159Pro


38

Arg213X


39

Thr155Ala, Thr155Ile


40

Met133Val, His178Arg


41

Arg213X


42

Pro151Ser


43

Thr155Ile


44

Val218Ala


45

Thr150Ile


46

Leu145Pro, Arg196X


47

Val173Ala


48

Glu198Lys


49

532insC


50

Ser183Leu


51

Pro75Leu


52

Pro278Ser


53

Gly325Arg


54

Gly226Ser


55

Thr140Ile, 565delG


56

Asp210Ser


57

Gln167His


58

Gln136X, His214Tyr


59

Glu198Lys, Val218Ala


60

Ser149Phe, Pro153Ser


61
delG codon108
Pro153Ser, Glu198Lys


62
532delC
Arg174Gly, 599delA


63
Arg156Cys, 532delC
Gln165Arg


64
Glu198Lys, Arg273His
His296Leu, His297Tyr


65
Gln136Arg
Arg290Gln


66
Ala161Val, Pro316Leu
Gly279Glu


67
Ala138Thr, Ser149Ala
Thr170Ala, Thr170Met


68
Asp184Asn
Gly279Arg


69
Ser166Leu, Cys176Ser
Arg175Cys


70
Arg213Glu
Arg213Glu


71
Tyr236Cys
Arg174Gly, Cys176Tyr


72
Ser183Leu
Arg280Ser


73
Phe134Cys
Thr155Ser


74
Arg181Cys
Arg273Cys
















TABLE 8







Mutated TP53-Associated Markers in Both Epithelium and Stroma


of Sporadic Breast Cancer.















LOH frequency

LOH frequency




Loci
Marker
(Epithelium)
P value*
(Stroma)
P value*
Gene(s)
















2q34
D2S2944
18/29 (0.62)
0.010
22/32 (0.69)
0.021
SPAG16


3q27.3
D3S1262
18/28 (0.64)
<.001
18/24 (0.79)
<.001
TP73L,








SST,








SENP2,








MAP3K13


5q15
D5S1462
22/27 (0.81)
<.001
21/29 (0.72)
0.005
LNPEP,








LIX1,








RIOK2


7p12.3
D7S1818
16/19 (0.84)
0.006
20/25 (0.80)
0.005
ABC13


15q11.2
D15S128
17/22 (0.77)
0.002
14/21 (0.67)
0.009
SNORD107


16p13
D16S2616
18/29 (0.62)
0.014
20/30 (0.67)
0.004
MYLE,








SOCS1,








TNP2


18q23
D18S1390
14/22 (0.64)
0.011
19/28 (0.68)
0.001
PARD6G,








TXNL4A


20p13
D20S103
15/28 (0.54)
0.021
17/32 (0.53)
0.005
CSNK2A1,








TCF15,








SCRT2





*Multiple testing adjustment is based on false-positive report probability FPRP0.01 < 0.5













TABLE 9







Hotspots of LOH/AI Associated With Mutated TP53 in Either Epithelium or


Stroma of Breast Cancer














LOH frequency
LOH frequency




Loci†
Marker
(Mutated TP53)
(Wild-type TP53)
P value*
Gene(s)










Sporadic Breast Cancer Samples


Epithelium












5q35.1
D5S1456
21/25 (0.84)
34/82 (0.41)
<.001
STK10, DRD1,







FGFR4,







MGAT1,







MAPK9


8q22
GAAT1A4
24/26 (0.92)
46/89 (0.52)
<.001
STK3, COX6C,







POLR2K, TIEG,







PPM2C, POP1,







TP53INP1


16p12
D16S403
18/32 (0.56)
25/103 (0.24) 
0.002
OLR3E,







NDUFAB1


22q11.2
D22S345
20/29 (0.69)
25/78 (0.32)
0.001
CABIN







Stroma












7q21.3
D7S821
21/26 (0.81)
31/75 (0.41)
0.001
SHFM1,







SLC25A13


8q24.13
D8S1179
17/21 (0.81)
28/71 (0.39)
0.002
FBOX032,







ANXA13


11p15.5
D11S1984
23/32 (0.72)
30/82 (0.37)
0.001
COX8B, STK29,







DUSP8, IGF2,







INS, TH, SYT8


12q21
D12S1052
19/25 (0.76)
21/73 (0.29)
<.001
CAPS2, RAB21,







THAP2,







PPP1R12A


13q32.3
D13S779
15/17 (0.88)
14/51 (0.27)
<.001
FGF14,







VGCNL1


18q21.32
D18S1357
20/26 (0.77)
26/68 (0.38)
0.002
BCL2, DCC







HBOC samples


Stroma












2p25.1
D2S1400
14/18 (0.78)
 4/17 (0.23)
<.001
E2F6, ROCK2





LOH: loss of heterozygosity;


HBOC: hereditary breast/ovarian cancer


*Multiple testing adjustment is based on false-positive report probability FPRP0.01 < 0.5


†Highest ranked markers; P < 0.005 (Tables 10-11).













TABLE 10







Mutated TP53 Associated LOH/AI Hotspot Markers in Sporadic Breast Cancer


Epithelium














LOH frequency
LOH frequency




Loci
Marker
(TP53-Mutated)
(TP53-Wild type)
P value*
Gene(s)










Epithelium












1q23.1
D1S1653
18/27 (0.67)
29/80 (0.36)
0.011
CD cluster


2p13
D2S1394
19/27 (0.70)
37/98 (0.38)
0.005
SPR, EMX1,







SFXN5


2p25
D2S1400
16/26 (0.62)
26/82 (0.32)
0.012
E2F6, ROCK2


2p14
D2S441
18/25 (0.72)
37/89 (0.42)
0.013
PPP3R1, PN01


4q23
D4S1647
18/26 (0.69)
41/98 (0.42)
0.023
TSPAN5,







BTF3L3,







RAP1GDS1


5q35.1
D5S1456
21/25 (0.84)
34/82 (0.41)
<.001
STK10, DRD1,







FGFR4,







MGAT1,







MAPK9


5q14
D5S1725
18/26 (0.69)
33/83 (0.40)
0.016



6q24.3
GATA184A08
18/25 (0.72)
33/80 (0.41)
0.014



8q22
GATT1A4
24/26 (0.92)
46/89 (0.52)
<.001
STK3, COX6C,







POLR2K, TIEG,







PPM2C, POP1,







TP53INP1


8q24.3
D8S373
15/20 (0.75)
29/76 (0.38)
0.007
GLI4, LY6H,







MAFA


12q12
D12S1301
18/25 (0.72)
37/94 (0.39)
0.007
IRAK4, PUS7L


12q24
D12S1045
19/34 (0.56)
31/98 (0.32)
0.021
TMEM132D,







FZD10


12q21
D12S1064
19/27 (0.70)
37/88 (0.42)
0.018



14q32.2
D14S1426
20/28 (0.71)
39/98 (0.41)
0.007
DEGS2, EVL,







YY1


15q22.2
D15S643
20/26 (0.77)
44/95 (0.46)
0.010
LDHAL6B,







FAM81A


15q13.3
D15S165
18/22 (0.82)
23/49 (0.47)
0.012
KIAA1018,







MTMR10,







TRPM1


16p12
D16S403
18/32 (0.56)
25/103 (0.24) 
0.001
POLR3E,







NDUFAB1


17q21.31
D17S579
18/25 (0.72)
33/77 (0.43)
0.014
DBF4B,







CCDC43,







ADAM11


17q21.32
D17S2180
17/25 (0.68)
36/90 (0.40)
0.024
HOX cluster


18q22.3
ATA82B02
22/29 (0.76)
40/88 (0.45)
0.008



18q12.3
D18S535
21/32 (0.66)
34/90 (0.38)
0.012



20p13
D20S482
20/31 (0.65)
36/96 (0.38)
0.015
RASSF2,







ADRA1D


22q11.2
D22S345
20/29 (0.69)
25/78 (0.32)
0.001
CABIN


22q11.2
D22S1045
20/24 (0.83)
36/77 (0.47)
0.003
SSTR3,







COX5BL7, BIK


Xq25
GATA165B12
18/22 (0.82)
36/82 (0.44)
0.003
NKAP, NDUFA





LOH: loss of heterozygosity;


HBOC: hereditary breast ovary cancer


*Multiple testing adjustment is based on false-positive report probability FPRP0.01 < 0.5













TABLE 11







Mutated TP53 Associated LOH/AI Hotspot Markers in Sporadic Breast Cancer.


Stroma














LOH frequency
LOH frequency




Loci
Marker
(TP53-Mutated)
(TP53-Wild type)
P value*
Gene(s)










Stroma












1p34.2
D1S3721
19/25 (0.83)
32/72 (0.44)
0.003
MED8, CITED4


1p21
D1S1627
19/26 (0.73)
30/76 (0.39)
0.006



1p31
D1S1596
17/28 (0.61)
22/71 (0.31)
0.012
GBP cluster


3p26.3
D3S3630
18/24 (0.75)
28/73 (0.38)
0.003
CNTN4


3p24.1
D3S2432
19/27 (0.70)
36/92 (0.39)
0.008
GPD1L


3q24
D3S1744
20/26 (0.77)
34/83 (0.41)
0.002
CPB1


3q29
D3S1311
16/27 (0.59)
31/94 (0.33)
0.024
DLG1


3q28
D3S2418
17/29 (0.59)
26/79 (0.33)
0.028
FGF12


4q35.1
D4S408
13/16 (0.81)
22/55 (0.40)
0.008
ENPP6


7p21.3
D7S3047
19/25 (0.76)
36/78 (0.46)
0.017



7q21.3
D7S821
21/26 (0.81)
31/75 (0.41)
0.001
SHFM1,







SLC25A13


8q24.13
D8S1179
17/21 (81.0)
28/71 (39.4)
0.002
FBOX032,







ANXA13


10p13
D10S1430
16/23 (0.70)
32/81 (0.40)
0.020
CAMK1D,







CCDC3


10q23.3
D10S677
21/30 (0.70)
32/87 (0.37)
0.003
PLCE1, NOC3L


10q24.3
D10S1239
15/20 (0.75)
25/67 (0.37)
0.006
BTRC, POLL


11p15.5
D11S1984
23/32 (71.9)
30/82 (36.6)
0.001
COX8B, STK29,







DUSP8, IGF2,







INS, TH, SYT8


12p13
D12S372
16/24 (0.67)
24/71 (0.34)
0.009
TSPAN9,







PRMT8


12q21
D12S1052
19/25 (76.0)
21/73 (28.8)
<.001
CAPS2, RAB21,







THAP2,







PPP1R12A


12q23
PAH
14/18 (0.78)
19/57 (0.33)
0.002
PAH, ASCL1


13q32.3
D13S779
15/17 (88.2)
14/51 (27.4)
<.001
FGF14,







VGCNL1


13q
ATA5A09
17/24 (0.71)
32/84 (0.38)
0.009



16p
D16S3401
17/26 (0.65)
28/91 (0.31)
0.003



16q24
D16S413
20/25 (0.80)
35/77 (0.45)
0.005
SLC7A5, CA5A


17p13.1
D17S974
 9/12 (0.75)
18/62 (0.29)
0.006
MYH cluster,







SCO1


17q24.2
D17S2193
17/24 (0.71)
30/74 (0.41)
0.019
PRKAR1A


18p11
D18S843
17/24 (0.71)
28/74 (0.38)
0.009
RAB12


18q21.32
D18S1357
20/26 (76.9)
26/68 (38.2)
0.001
BCL2, DCC


18q12.1
D18S887
17/23 (0.74)
26/69 (0.38)
0.005



22q11
D22S686
20/27 (0.74)
14/38 (0.37)
0.006
IGLV4-3


22q13.31
D22S532
17/25 (0.68)
21/61 (0.34)
0.009
ATXN10,







WNT7B


22q
GATA198B05
20/33 (0.61)
36/103 (0.35) 
0.016



22q13
D22S1169
20/33 (0.61)
34/95 (0.36)
0.022



Xq25
DXS1047
16/22 (0.73)
35/85 (0.41)
0.016
UTP14A,







RAB33A, ELF4





LOH: loss of heterozygosity;


HBOC: hereditary breast ovary cancer


*Multiple testing adjustment is based on false-positive report probability FPRP0.01 < 0.5













TABLE 12







Association Between Somatic TP53 Mutation Status And Clinicopathological


Features (CPF) in Epithelium And Stroma of Sporadic Breast Cancer Patients.










Epithelium
Stroma
















Mutated
Wildtype

Mutated
Wildtype





TP53
TP53
P value*
TP53
TP53
P value*


CPF
Level
(N)
(N)
Odds Ratio (95% CI)‡
(N)
(N)
Odds Ratio (95% CI)‡













Grade (Tumor Stage)
0.99

0.08















1
3
9

2
10




2
19
63
2 vs 1
29
53
2 vs 1






0.91 (0.22, 3.68)


 2.74 (0.56, 13.34)



3
18
59
3 vs 1
16
61
3 vs 1






0.92 (0.22, 3.75)


1.31 (0.26, 6.59)










Estrogen_Receptor
0.29

0.87















0
15
39

13
41




1
20
79
1 vs 0
25
74
1 vs 0






0.66 (0.30, 1.42)


1.07 (0.49, 2.30)










Progesterone_Receptor
0.64

0.44















0
14
40

12
42




1
20
69
1 vs 0
25
64
1 vs 0






0.83 (0.38, 1.82)


1.37 (0.62, 3.02)










HER2_NEU
0.63

0.32















0
28
89
1 vs 0
27
90
1 vs 0






0.80 (0.31, 2.02)


 153 (0.66, 3.52)



1
7
28

11
24










pT (Tumor Size)
 0.78**

 0.99**















1
15
50

19
46




2
13
44
2 vs 1
16
41
2 vs 1






0.99 (0.42, 2.30)


0.95 (0.43, 2.08)



3
3
5
3 vs 1
2
6
3 vs 1






2.00 (0.43, 9.36)


0.81 (0.15, 4.36)



4
2
7
4 vs 1
2
7
4 vs 1






0.95 (0.18, 5.08)


0.69 (0.13, 3.64)










pN (Nodal Status)
 0.21†

 0.003†















0
12
47

18
42




1
10
37
1 vs 0
7
40
1 vs 0






1.06 (0.41, 2.72)


0.41 (0.15, 1.08)



2
5
8
2 vs 0
5
8
2 vs 0






2.45 (0.68, 8.85)


1.46 (0.42, 5.07)



3
3
3
3 vs 0
5
1
3 vs 0






3.92 (0.77, 21.9)


11.67 (1.27, 107.1)







*Chi-square



†Fischer exact test



‡Odds ratio test: baseline is wildtype TP53 and the first level of each parameter.






The teachings of all patents, published applications and references cited herein are incorporated by reference in their entirety.


While this invention has been particularly shown and described with references to example embodiments thereof, it will be understood by those skilled in the art that various changes in form and details may be made therein without departing from the scope of the invention described herein.

Claims
  • 1. A method of detecting nodal metastasis of a breast tumor in an individual in need thereof comprising detecting a mutation of the TP53 gene in breast tumor stroma of the individual,a loss of heterozygosity/allelic imbalance (LOH/AI) at one or more loci selected from the group consisting of: D7S821 (7q21), D10S677 (10q23), D15S128 (15Q11), D16S3401 (16p), and D17S2193 (17q24) in breast tumor stroma of the individual, ora combination thereof,wherein the presence of a mutation of the TP53 gene, LOH/AI at the one or more loci, or a combination thereof in the breast tumor stroma indicates nodal metastasis of the breast tumor in the individual.
  • 2. The method of claim 1 wherein the individual has sporadic breast cancer.
  • 3. The method of claim 1 wherein the mutation of the TP53 gene or the LOH/AI is detected by performing polymerase chain reaction (PCR) on DNA obtained from the breast tumor stroma.
  • 4. The method of claim 3 wherein the LOH/AI is detected by PCR followed by genotyping.
  • 5. The method of claim 3 wherein the mutation of the TP53 gene is detected by performing PCR amplification of exons 4 to 9 of the TP53 gene followed by denaturing gradient gel electrophoresis.
  • 6. The method of claim 2 wherein the individual is a human.
  • 7. A method of diagnosing breast cancer in an individual in need thereof comprising detecting a loss of heterozygosity/allelic imbalance (LOH/AI) at one or more loci selected from the group consisting of: D7S821 (7q21), D10S677 (10q23), D15S128 (15Q11), D16S3401 (16p), and D17S2193 (17q24) in breast tumor stroma of the individual, wherein the LOH/AI at the one or more loci in the breast tumor stroma indicates a diagnosis of breast cancer in the individual.
  • 8. The method of claim 7 wherein the individual has sporadic breast cancer.
  • 9. The method of claim 7 further comprising detecting a mutation of the TP53 gene in breast tumor stroma of the individual.
  • 10. The method of claim 7 wherein the individual has sporadic breast cancer.
  • 11. The method of claim 9 wherein the mutation of the TP53 gene or the LOH/AI is detected by performing polymerase chain reaction (PCR) on DNA obtained from the breast tumor stroma.
  • 12. The method of claim 11 wherein the LOH/AI is detected by PCR followed by genotyping.
  • 13. The method of claim 11 wherein the mutation of the TP53 gene is detected by performing PCR amplification of exons 4 to 9 of the TP53 gene followed by denaturing gradient gel electrophoresis.
  • 14. The method of claim 8 wherein the individual is a human.
  • 15. A kit comprising one or more agents that detect a LOH/AI at one or more loci selected from the group consisting of: D7S821 (7q21), D10S677 (10q23), D15S128 (15q11), D16S3401 (16p), D17S2193 (17q24)) in nucleic acid of an individual.
  • 16. The kit of claim 15 further comprising one or more agents that detect a mutation in the TP53 gene in the nucleic acid of the individual.
RELATED APPLICATIONS

This application claims the benefit of U.S. Provisional Application No. 61/201,156, filed Dec. 8, 2008 and is related to U.S. Provisional Application No. 61/008,007, filed Dec. 18, 2007. The entire teachings of the above applications are incorporated herein by reference.

GOVERNMENT SUPPORT

The invention was supported, in whole or in part, by grants 1P01CA97189-01A2 and 1P50/U54CA113001-01 from the National Cancer Institute. The Government has certain rights in the invention.

Provisional Applications (1)
Number Date Country
61201156 Dec 2008 US