Patent Application
20130288243
The present invention pertains to the field of mitochondrial genomics. In particular it is related to the detection of human mitochondrial genome mutations and their utility as an indicators of cancer.
Mitochondrial DNA (mtDNA) sequence dynamics are important diagnostic tools. Mutations in mtDNA are often preliminary indicators of developing disease, often associated with nuclear mutations, and act as biomarkers specifically related to: disease, such as but not limited to, tissue damage and cancer from smoking and exposure to second hand tobacco smoke (Lee et al., 1998; Wei, 1998); longevity, based on accumulation of mitochondrial genome mutations beginning around 20 years of age and increasing thereafter (von Wurmb, 1998); metastatic disease caused by mutation or exposure to carcinogens, mutagens, ultraviolet radiation (Birch-Machin, 2000); osteoarthritis; cardiovascular, Alzheimer, Parkinson disease (Shoffner et al., 1993; Sherratt et al., 1997; Zhang et al, 1998); age associated hearing loss (Seidman et al., 1997); optic nerve degeneration and cardiac dysrhythmia (Brown et al., 1997; Wallace et al., 1988); chronic progressive external exophthalmoplegia (Taniike et al., 1992); atherosclerosis (Bogliolo et al., 1999); papillary thyroid carcinomas and thyroid tumours (Yeh et al., 2000); as well as others (e.g. Naviaux, 1997; Chinnery and Turnbull, 1999).
Mutations at specific sites of the mitochondrial genome can be associated with certain diseases. For example, mutations at positions 4216, 4217 and 4917 are associated with Leber's Hereditary Optic Neuropathy (LHON) (Mitochondrial Research Society; Huoponen (2001); MitoMap). A mutation at 15452 was found in 5/5 patients to be associated with ubiquinol cytochrome c reductase (complex III) deficiency (Valnot et al. 1999).
Specifically, these mutations or alterations include point mutations (transitions, transversions), deletions (one base to thousands of bases), inversions, duplications, (one base to thousands of bases), recombinations and insertions (one base to thousands of bases). In addition, specific base pair alterations, deletions, or combinations thereof have been found to be associated with early onset of prostate, skin, and lung cancer, as well as aging (e.g. Polyak et al., 1998), premature aging, exposure to carcinogens (Lee et al., 1998), etc.
Prostate cancer is a frequently diagnosed solid tumour that most likely originates in the prostate epithelium (Huang et al. 1999). In 1997, nearly 10 million American men were screened for prostate specific antigen (PSA), the presence of which suggests prostate cancer (Woodwell, 1999). Indeed, this indicates an even higher number of men screened by an initial digital rectal exam (DRE). In the same year, 31 million men had a DRE (Woodwell, 1999). Moreover, the annual number of newly diagnosed cases of prostate cancer in the United States is estimated at 179,000 (Landis et al., 1999). It is the second most commonly diagnosed cancer and second leading cause of cancer mortality in Canadian men. In 1997 prostate cancer accounted for 19,800 of newly diagnosed cancers in Canadian men (28%) (National Cancer Institute of Canada). It is estimated that 30% to 40% of all men over the age of forty-nine (49) have some cancerous prostate cells, yet only 20% to 25% of these men have a clinically significant form of prostate cancer (SpringNet—CE Connection, internet, www.springnet.com/ce/j803a.htm). Prostate cancer exhibits a wide variety of histological behaviour involving both endogenous and exogenous factors, i.e. socio-economic situations, diet, geography, hormonal imbalance, family history and genetic constitution (Konishi et al. 1997; Hayward et al. 1998). Although certain mtDNA alterations have been previously associated with prostate cancer, the need exists for further markers for the detection of prostate cancer.
Breast cancer is a cancer of the glandular breast tissue and is the fifth most common cause of cancer death. In 2005, breast cancer caused 502,000 deaths (7% of cancer deaths; almost 1% of all deaths) worldwide (World Health Organization Cancer Fact Sheet No. 297). Among women worldwide, breast cancer is the most common cancer and the most common cause of cancer death (World Health Organization Cancer Fact Sheet No. 297). Although certain mtDNA alterations have been previously associated with breast cancer, for example in Parrella et al. (Cancer Research: 61, 2001), the need exists for further markers for the detection of breast cancer.
This background information is provided for the purpose of making known information believed by the applicant to be of possible relevance to the present invention. No admission is necessarily intended, nor should be construed, that any of the preceding information constitutes prior art against the present invention.
The present invention pertains to mitochondrial DNA mutations for use in the detection of cancer. In accordance with an aspect of the present invention, there is provided a method of detecting a cancer in an individual comprising:
In accordance with another aspect of the present invention, there is provided a method of monitoring an individual for the development of a cancer comprising:
wherein an increasing level of the deletion over the duration of time is indicative of cancer.
In accordance with another aspect of the present invention, there is provided a method of detecting a cancer in an individual comprising:
In accordance with another aspect of the present invention, there is provided a diagnostic kit for carrying out the method of the invention comprising:
(a) material for collecting one or more biological samples; and
(b) suitable primers and reagents for detecting the mtDNA deletion.
These and other features of the invention will become more apparent in the following detailed description in which reference is made to the appended drawings.
The present invention provides methods of predicting, diagnosing and monitoring cancer. The methods comprise obtaining one or more biological samples, extracting mitochondrial DNA (mtDNA) from the samples, quantifying the amount of a mitochondrial mutation in the samples and comparing the quantity of the mutation in a sample with a reference value. In this regard, the methods provide a comprehensive tool for determining disease onset and for assessing the predisposition of an individual to cancer. The methods also allow for the monitoring of an individual's risk factors over time and/or for monitoring a patient's response to therapeutic agents and treatment regimes.
Unless defined otherwise, all technical and scientific terms used herein have the same meaning as commonly understood by one of ordinary skill in the art to which this invention belongs.
As used herein, the term “about” refers to an understood variation from the stated value. It is to be understood that such a variation is always included in any given value provided herein, whether or not it is specifically referred to.
As defined herein, “biological sample” refers to a tissue or bodily fluid containing cells from which mtDNA can be obtained. For example, the biological sample can be derived from tissue such as breast or prostate tissue, or from blood, saliva, cerebral spinal fluid, sputa, urine, mucous, synovial fluid, peritoneal fluid, amniotic fluid and the like. The biological sample may be a surgical specimen or a biopsy specimen. The biological sample can be used either directly as obtained from the source or following a pre-treatment to modify the character of the sample. Thus, the biological sample can be pre-treated prior to use by, for example, preparing plasma or serum from blood, disrupting cells, preparing liquids from solid materials, diluting viscous fluids, filtering liquids, distilling liquids, concentrating liquids, inactivating interfering components, adding reagents, and the like.
As used herein, “cycle threshold” (CT) is the point at which target amplification using real-time PCR rises above background, as indicated by a signal such as a fluorescence signal. The CT is inversely related to the quantity of the sequence being investigated.
As used herein, “diagnostic” or “diagnosing” means using the presence or absence of a mutation or combination of mutations as a factor in disease diagnosis or management. The detection of the mutation(s) can be a step in the diagnosis of a disease.
As used herein, “deletion” means removal of a region of mtDNA from a contiguous sequence of mtDNA. Deletions can range in size from one base to thousands of bases or larger.
As used herein, “mitochondrial DNA” or “mtDNA” is DNA present in mitochondria.
As used herein, “mutation” encompasses any modification or change in mitochondrial DNA from the wild type sequence, including without limitation point mutations, transitions, insertions, transversions, translocations, deletions, inversions, duplications, recombinations or combinations thereof. The modification or change of the sequence can extend from a single base change to the addition or elimination of an entire DNA fragment.
As defined herein, “sensitivity” refers to the fraction of true positives (true positive rate) results obtained using the method of the present invention.
As defined herein, “specificity” refers to the fraction of false positives (false positive rate) results obtained using the method of the present invention.
The terms “therapy” and “treatment,” as used interchangeably herein, refer to an intervention performed with the intention of improving a subject's status. The improvement can be subjective or objective and is related to ameliorating the symptoms associated with, preventing the development of, or altering the pathology of a disease. Thus, the terms therapy and treatment are used in the broadest sense, and include the prevention (prophylaxis), moderation, reduction, and curing of a disease, at various stages. Preventing deterioration of a subject's status is also encompassed by the term. Subjects in need of therapy/treatment thus include those already having the disease, as well as those prone to, or at risk of developing, the disease, and those in whom the disease is to be prevented.
Mitochondrial DNA (mtDNA) dynamics are an important diagnostic tool. Mutations in mtDNA are often preliminary indicators of developing disease and may act as biomarkers indicative of risk factors associated with disease onset. As discussed herein, measuring the level of mitochondrial DNA aberration in a biological sample can determine the presence of one or more cancers and identify the potential risk or predisposition of a patient to one or more cancers. Furthermore, measurement of mtDNA at regular intervals can provide health care professionals with a real-time, quantitative monitoring tool for measuring the progression of a patient over time and/or as an assessment for treatment recommendations in order to determine their effectiveness in preventing or treating cancer.
The present invention, therefore, provides methods for predicting, diagnosing or monitoring cancer, comprising obtaining one or more biological samples, extracting mitochondrial DNA (mtDNA) from the samples, and assaying the samples for mitochondrial mutation by: quantifying the amount of an mtDNA aberration in the sample and comparing the level of the aberration with a reference value. As would be understood by those of skill in the art, the reference value is based on whether the method seeks to predict, diagnose or monitor cancer. Accordingly, the reference value may relate to mtDNA data collected from one or more known non-cancerous biological samples, from one or more known cancerous biological samples, and/or from one or more biological samples taken over time. These reference values are used for comparison with the mtDNA data collected from the one or more biological samples wherein, for example, a similar or elevated amount of deletion in the biological sample compared to the reference sample is indicative of a predisposition to or the onset of cancer, or wherein an increasing level of the deletion over time is indicative of cancer onset.
In accordance with an aspect of the invention, the methods for predicting, monitoring and diagnosing cancer comprise an assay for detecting and quantifying one or more mitochondrial mutations. In accordance with one embodiment of the invention, the mutation is an mtDNA deletion. In accordance with another embodiment, the mutation is an mtDNA deletion of 3926 bp of mtDNA (referred to herein as “the 4 kb deletion” or “4 kb sequence”). In accordance with yet another embodiment, the mutation is an mtDNA deletion having the sequence as set forth in SEQ ID NO:1 or SEQ ID NO:2, there being no difference between SEQ ID NO: 1 and SEQ ID NO: 2 when in circular form.
The 4 kb deletion spans approximately nucleotides 12317 and 16254 of the human mtDNA genome. The human mtDNA genome is listed herein as SEQ ID NO:3 (Genbank accession no. AC—000021). The 4 kb deletion is characterized by direct flanking repeats 12 bp in size, with the repeats located at positions 12317-12328 and 16243 to 16254. The repeat sequence is 5′-TGCAACTCCAAA-3′. Thus, in accordance with one embodiment of the invention, the mutation is an mtDNA deletion of between about residue 12317 and about residue 16254 of the human mtDNA genome.
The inventors have determined, as provided by way of example below, that this deletion is associated with cancer and in particular prostate and breast cancer. Therefore, such deletion provides an accurate biomarker and, therefore, a valuable tool for the detection, diagnosis, or monitoring of cancer in at least these tissues.
The deletion results in the creation of two deletion monomers, one of 4 kb in size (small sublimon) and one of approximately 12.5 kb in size (large sublimon). The occurrence of the deletion may be detected by either identifying the presence of the small sublimon or the large sublimon, the 4 kb or 12.5 kb sequence respectively.
Exemplary methods for assaying the mitochondrial mutation are provided in the Example section. Extraction of mtDNA from a sample may be undertaken using any suitable known method. MtDNA extraction is followed by amplification of all or a region of the mitochondrial genome, and may include sequencing of the mitochondrial genome, as is known in the art and described, for example, in Current Protocols in Molecular Biology (Ausubel et al., John Wiley & Sons, New York, 2007). Likewise, methods for detecting the presence of mutations in the mtDNA can be selected from suitable techniques known to those skilled in the art. For example, analyzing mtDNA can comprise sequencing the mtDNA, amplifying mtDNA by PCR, Southern, Northern, Western South-Western blot hybridizations, denaturing HPLC, hybridization to microarrays, biochips or gene chips, molecular marker analysis, biosensors, melting temperature profiling or a combination of any of the above.
Any suitable means to sequence mitochondrial DNA may be used. Preferably, mtDNA is amplified by PCR prior to sequencing. The method of PCR is well known in the art and may be performed as described in Mullis and Faloona, 1987, Methods Enzymol., 155: 335. PCR products can be sequenced directly or cloned into a vector which is then placed into a bacterial host. Examples of DNA sequencing methods are found in Brumley, R. L. Jr. and Smith, L. M., 1991, Rapid DNA sequencing by horizontal ultrathin gel electrophoresis, Nucleic Acids Res. 19:4121-4126 and Luckey, J. A., et al, 1993, High speed DNA sequencing by capillary gel electrophoresis, Methods Enzymol. 218: 154-172. The combined use of PCR and sequencing of mtDNA is described in Hopgood, R., et al, 1992, Strategies for automated sequencing of human mtDNA directly from PCR products, Biotechniques 13:82-92 and Tanaka, M. et al, 1996, Automated sequencing of mtDNA, Methods Enzymol. 264: 407-421.
Although real-time quantitative PCR methods, as described in the examples below, represent the preferred means for detecting and quantifying the presence or absence of the 4 kb deletion, other methods would be well known to an individual of skill in the art and could be utilized as indicated above. In addition, quantification of the deletion could be made using Bio-Rad's Bioplex™ System and Suspension Array technology. Generally, the method requires amplification and quantification of sequences using any known methods.
The following primer sequences are examples of primers that may be used for the detection of the 4 kb deletion:
In one embodiment of the present invention, a pair of amplification primers are used to amplify a target region indicative of the presence of the 4 kb deletion. In this embodiment, one of the pair of amplification primers overlaps a spliced region of mtDNA after deletion of the 4 kb sequence has occurred and the mtDNA has reformed as a circular mtDNA molecule (eg. a splice at a position between 12328 and 16255 of the mtDNA genome). Therefore, extension of the overlapping primer can only occur if the 4 kb section is deleted.
In another embodiment of the present invention, a pair of amplification primers are used to amplify a target region associated with the deleted 4 kb sequence. The deleted 4 kb sequence, upon deletion, may reform as a circular mtDNA molecule. In this embodiment, one of the pair of amplification primers overlaps the rejoining site of the ends of the 4 kb sequence. Thus, an increase in the amount of the 4 kb molecule detected in a sample is indicative of cancer.
In still another embodiment of the present invention, the breakpoint of the deletion is unknown thereby resulting in two possibilities for primer location. In this embodiment, two separate forward primers may be designed to amplify the target region associated with the deleted 4 kb sequence. The following primer sequences are examples of those that may be used for the detection of the 4 kb deletion in this scenario:
As would be understood by a person of skill in the art, the forward primers A or B can be used with reverse primer C to create PCR products that are useful in qPCR assays.
The present invention provides for diagnostic tests which involve obtaining or collecting one or more biological samples. In the context of the present invention, “biological sample” refers to a tissue or bodily fluid containing cells from which mtDNA can be obtained. For example, the biological sample can be derived from tissue including, but not limited to, breast, prostate, nervous, muscle, heart, stomach, colon tissue and the like; or from blood, saliva, cerebral spinal fluid, sputa, urine, mucous, synovial fluid, peritoneal fluid, amniotic fluid and the like. The biological sample may be obtained from a cancerous or non-cancerous tissue and may be a surgical specimen or a biopsy specimen.
The biological sample can be used either directly as obtained from the source or following a pre-treatment to modify the character of the sample. Thus, the biological sample can be pre-treated prior to use by, for example, preparing plasma or serum from blood, disrupting cells, preparing liquids from solid materials, diluting viscous fluids, filtering liquids, distilling liquids, concentrating liquids, inactivating interfering components, adding reagents, and the like.
One skilled in the art will understand that more than one sample type may be assayed at a single time (i.e. for the detection of more than one cancer). Furthermore, where a course of collections are required, for example, for the monitoring of risk factors or cancer over time, a given sample may be diagnosed alone or together with other sample taken throughout the test period. In this regard, biological samples may be taken once only, or at regular intervals such as biweekly, monthly, semi-annually or annually.
One of skill will also appreciate that mitochondrial DNA targets are in much greater abundance (approximately 1000 fold greater) than nucleic acid targets and as such sample sizes comprising extremely low yields of nucleic acids would be suitable for use with the present invention.
The prevalence of cancer in most tissue types and age groups necessitates the availability of a tool to not only detect the presence of cancer, but also to monitor the success and appropriateness of preventative measures and therapies being advised to prevent onset, progression and spread of the disease. Measuring the level of mitochondrial DNA deletions in one or more biological samples of an individual can provide initial diagnosis of risk factors, cancer and/or stages of the disease.
The system and method of the present invention, for example, may be used to detect cancer at an early stage, and before any histological abnormalities. Furthermore, sample testing at regular intervals such as biweekly, monthly, semi-annually or annually (or any other suitable interval) can provide health care professionals with a real-time, quantitative monitoring tool to compare against treatment recommendations to determine their effectiveness in preventing or treating the disease.
Turning now to the examples, in one embodiment the present invention may be used for detecting the presence of pre-neoplasia, neoplasia and progression towards potential malignancy of prostate cancer and breast cancer. In one aspect, the present invention involves the detection and quantification of the 4 kb mtDNA deletion for the detection, diagnosis, and/or monitoring of cancer. In this method, mtDNA is extracted from a biological sample (for example body tissue, or body fluids such as urine, prostate massage fluid). The extracted mtDNA is then tested in order to determine the levels (ie. quantity) of the 4 kb deletion in the sample. In tests conducted by the present inventors, the levels of the deletion were found to be elevated in samples obtained from subjects with cancer when compared to samples obtained from subjects without cancer. Based on the information and data supplied below, the inventors have concluded that elevated levels of the 4 kb deletion in human mtDNA is indicative of cancer.
In another embodiment, samples of, for instance prostate tissue, prostate massage fluid, urine or breast tissue, are obtained from an individual and tested over a period of time (eg. years) in order to monitor the genesis or progression of cancer. Increasing levels of the 4 kb deletion over time could be indicative of the beginning or progression of cancer.
One of ordinary skill in the art will appreciate that analysing one or more biological samples from an individual for quantification of a mitochondrial DNA target provides a means for a health care worker to monitor the effectiveness of treatment regimes. One of ordinary skill will also appreciate the utility of mtDNA analysis for use by health care providers in identifying (and providing recommendations for) lifestyle habits, such as poor diet and exercise, or activities that cause over exposure of an individual to known carcinogens (eg. tobacco, pollutants).
Another aspect of the invention provides methods for confirming or refuting the results of a cancer biopsy test from a biopsy sample (eg. prostate or breast cancer), comprising: obtaining non-cancerous tissue from a biopsy sample; and detecting and quantifying the amount of the 4 kb mtDNA deletion in the non-diseased tissue.
In order to fully evaluate an individual's risk of one or more cancers it is imperative that health care providers are provided with as much information as possible to understand and communicate their patient's risk factors. The utilization of the present invention to determine the level of mtDNA aberration will not only prove helpful in assessing an individual's susceptibility to one or more cancers, it provides a valuable tool to identify patients with greater risk who are potentially in need of more aggressive monitoring and treatment measures.
In this regard, the various examples provided below illustrate a difference in the amount of mtDNA having the 4 kb deletion between samples obtained from subjects having cancer, and subjects without cancer. The amount of the 4 kb deletion was found to be higher in the samples obtained from subjects having cancer. This determination was made by comparing the amount of the 4 kb deletion in the samples from known cancer cells and/or known non-cancer cells.
As such, the inventors determined that screening of biological samples would prove useful in identifying an individual's predisposition to one or more cancers. Thus, in accordance with one embodiment of the present invention there is provided a method for screening individuals for cancer from one or more biological samples comprising: obtaining the one or more samples, and detecting and quantifying the level of the 4 kb mtDNA deletion in the samples. In a specific embodiment of the invention, there is provided a method for screening individuals for prostate or breast cancer from a body fluid or tissue sample comprising; obtaining the body fluid or tissue sample, and detecting and quantifying the level of the 4 kb mtDNA deletion in the body fluid or tissue sample.
Age related accumulation of the 4 kb mtDNA deletion may also predispose an individual to, for example, prostate cancer or breast cancer, which is prevalent in middle aged and older men, and middle aged and older women, respectively. Similarly, an accumulation of the 4 kb mtDNA deletion may be associated with a particular lifestyle based on an individual's diet, exercise habits, and exposure to known carcinogens. Thus, in accordance with one aspect of the invention, a method is provided wherein regular cancer screening may take place by monitoring over time the amount of the 4 kb deletion in one or more biological samples, non-limiting examples of which include breast and prostate tissues or body fluids such as prostate massage fluid, or urine.
The method of the present invention may also be used for screening potential therapeutic agents for use in cancer treatment or for monitoring the therapeutic effect of such agents. The method of the present invention may be used to measure various biomarkers associated with the cancers identified herein. The ability to assess the level of DNA damage in any biological sample at any time point provides the foundation for a unique and informative screening test for an individual's health and to assess the safety and efficacy of existing and new therapeutic agents and treatment regimes. Furthermore, by identifying the specific genetic changes underlying a subject's state of health, it may be readily determined whether and to what extent a patient will respond to a particular therapeutic agent or regime.
The present invention provides diagnostic/screening kits for use in a clinical environment. Such kits could not only include one or more sampling means, but other materials necessary for the identification of mtDNA mutations.
The kits can optionally include reagents required to conduct a diagnostic assay, such as buffers, salts, detection reagents, and the like. Other components, such as buffers and solutions for the isolation and/or treatment of a biological sample, may also be included in the kit. One or more of the components of the kit may be lyophilised and the kit may further comprise reagents suitable for the reconstitution of the lyophilised components.
Where appropriate, the kit may also contain reaction vessels, mixing vessels and other components that facilitate the preparation of the test sample. The kit may also optionally include instructions for use, which may be provided in paper form or in computer-readable form, such as a disc, CD, DVD or the like.
In one aspect of the invention there is provided a kit for diagnosing cancer comprising means for extraction of mtDNA, primers, reagents and instructions.
In another aspect of the invention there is provided a kit for diagnosing cancer, for example prostate or breast cancer, comprising means for extraction of mtDNA, primers having the nucleic acid sequences recited in SEQ ID NOs: 4 and 5, reagents and instructions.
In another aspect of the invention there is provided a kit for diagnosing cancer, for example prostate or breast cancer, comprising means for extraction of mtDNA, primers having the nucleic acid sequences recited in SEQ ID NOs: 6 and 5, reagents and instructions.
To gain a better understanding of the invention described herein, the following examples are set forth. It will be understood that these examples are intended to describe illustrative embodiments of the invention and are not intended to limit the scope of the invention in any way.
Urine samples were collected from five patients who had been diagnosed with prostate cancer and five who had a needle biopsy procedure which was unable to detect prostate malignancy. These samples were collected following a digital rectal exam (DRE) to facilitate the collection of prostate cells.
Upon receipt of the samples a 5 ml aliquot was removed and then 2 mls were centrifuged at 14,000×g to form a pellet. The supernatant was removed and discarded.
Pellets were resuspended in 200 ul phosphate buffered saline solution. Both the resuspended pellet and the whole urine sample were subjected to a DNA extraction procedure using the QiaAMP DNA Mini Kit (Qiagen P/N 51304) according to the manufacturer's directions. The resulting DNA extracts were then quantified using a NanoDrop ND-1000 Spectrophotometer and normalized to a concentration of 0.1 ng/ul.
Samples were analyzed by quantitative real-time PCR with the 4 kb deletion specific primers according to the following:
1× iQ SYBR Green Supermix (Bio-Rad product no. 170-8880)
100 nmol forward primer (5′-TTGGTGCAACTCCAAAGCCACCCCTCACC-3′) (SEQ ID NO: 4)
100 nmol reverse primer (5′-AGGATGGTGGTCAAGGGAC-3′) (SEQ ID NO: 5)
1 ng template DNA in a 25 ul reaction
Reactions were cycled on an Opticon 2 DNA Engine (Bio-Rad Canada) according to the following protocol:
Results from the urine pellet did not yield significant differences in the mean cycle threshold observed or a useful cutoff point. However, the results from the whole urine sample did yield significant differences as provided below.
Tables 1 and 2, and
Tables 3 and 4, and
The determination of the cutoff CT of 36.255 is shown in Table 3. The results listed in Table 3 show that a cutoff CT of 36.255 provided the highest sensitivity and specificity.
The accuracy of the test depends on how well the test separates the group being tested into those with and without the prostate cancer. Accuracy is measured by the area under the ROC curve. Table 4 shows the calculation of the area under the curve for the present example.
athe smallest cutoff value is the minimum observed test value minus 1 and the largest cutoff value is the maximum observed test value plus 1. All the other cutoff values are the averages of two consecutive ordered observed test values.
aunder the non-parametric assumption
bnull hypothesis: true area = 0.5
Twenty breast tissue samples were collected, ten of which were malignant and ten of which had benign breast disease or no abnormalities. These samples were formalin-fixed paraffin embedded and 20 micron sections of each were cut into individual sample tubes for extraction according to the manufacturer's protocol for the QiaAMP DNA Mini Kit (Qiagen P/N 51304). DNA was then quantified using a Nanodrop ND-1000 and normalized to a concentration of 2 ng/ul.
Samples were then assayed for the levels of the 4 kb deletion by quantitative real-time PCR using the following protocol:
20 ng template DNA in a 25 ul reaction
Reactions were cycled on an Opticon 2 DNA Engine (Bio-Rad Canada) according to the following protocol:
Tables 5 and 6, and
Tables 7 and 8, and
The determination of the cutoff CT of 19.845 is shown in Table 7. The results listed in Table 7 show that a cutoff CT of 19.845 provided the highest sensitivity and specificity.
The accuracy of the test depends on how well the test separates the group being tested into those with and without the breast cancer. Accuracy is measured by the area under the ROC curve. Table 8 shows the calculation of the area under the curve for the present example.
athe smallest cutoff value is the minimum observed test value minus 1 and the largest cutoff value is the maximum observed test value plus 1. All the other cutoff values are the averages of two consecutive ordered observed test values.
Prostate needle biopsy specimens were obtained from 19 individuals, 9 without prostate cancer and 10 with prostate cancer. Needle biopsy tissues were formalin-fixed paraffin embedded (FFPE) as is standard in the clinical diagnostic setting. 10 micron sections of each biopsy were deposited directly into centrifuge tubes and the DNA was extracted using the QiaAMP DNA Mini Kit (Qiagen, p/n 51306). DNA extracts were quantified by absorbance at 260 nm using a NanoDrop ND-1000 Spectrophotometer. Yields ranged from 347 ng to 750 ng. These samples were diluted to 2 ng/ul and amplification reactions setup according to Table 9 and the following:
Nuclease-free water was added to a final reaction volume of 25 ul. Amplifications were carried out on a DNA Engine Chromo4 Real Time PCR Instrument (Bio-Rad Laboratories) according the following cycling conditions:
1) 95° C. for 3 minutes
2) Followed by 45 cycles of
3) 95° C. for 30 seconds
4) 69° C. for 30 seconds
5) 72° C. for 30 seconds
6) Plate Read
7) 72° C. for 10 minutes
8) Melting Curve 50° C.-105° C. reading every 1° C., hold for 3 seconds
9) 4° C. Hold
Results, shown in Table 10, demonstrate that those individuals with prostate cancer have a lower CT value and therefore higher levels of the 4 kb deletion in prostate tissue than do those without prostate cancer. Patients with prostate cancer have an average CT value of 30.7 while the patients without prostate cancer have an average CT value of 36.4. This difference of 5.7 CT corresponds to nearly 100 fold greater 4 kb deletion levels in the group with prostate malignancy than in the group without.
Tables 11 and 12 show the difference in the mean CT scores for prostate tissue samples from subjects having normal and malignant prostate tissue.
Table 13 and
Although the invention has been described with reference to certain specific embodiments, various modifications thereof will be apparent to those skilled in the art without departing from the spirit and scope of the invention as outlined in the claims appended hereto. All such modifications as would be apparent to one skilled in the art are intended to be included within the scope of the following claims. All documents recited in the present application are incorporated herein by reference.
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| Number | Date | Country | |
|---|---|---|---|
| 61002637 | Nov 2007 | US |
| Number | Date | Country | |
|---|---|---|---|
| Parent | 12742032 | Aug 2010 | US |
| Child | 13745204 | US |
