The present disclosure relates to methods and compositions for identifying patients who would benefit from treatment and/or treating patients with an autophagy inhibitor and more particularly to identifying patients having upregulated caudal-related homeobox transcription factor 2 (CDX2) levels, for treatment with an autophagy inhibitor, for example, chloroquine.
Epithelial Ovarian Cancer (EOC) remains the most lethal gynecologic malignancy, accounting for 2,600 new cases and more than 1,750 deaths a year in Canada alone. If cancer is detected early, more than 80% of women will respond to therapy and survive. Unfortunately, early diagnosis is difficult due to the physically inaccessible location of the ovaries, the vagueness of symptoms during early disease (such as abdominal swelling, discomfort, pain), and the limited understanding of ovarian oncogenesis2, 3. As a result, approximately 70% of cases are identified at advanced stages, when disease has spread from the ovaries to the peritoneal cavity. Clinical progress remains hampered due to a lack of effective biomarkers for detecting early-stage disease, reliable prognostic markers for identifying high risk patients, and markers for predicting clinical response to treatment.
CDX2 is a transcription factor, a protein that binds to DNA at a specific site to regulate the expression of particular gene(s). CDX2 regulates the expression of homeobox genes, that govern various differentiation processes in epithelial cells and affect processes such as cell proliferation and migration.
In low-grade ovarian cancer such as most mucinous and endometrial ovarian cancers, CDX2 overexpression is associated with better outcomes. CDX2 is also known to correlate with favorable outcomes in other epithelial cell cancers.
CDX2 expression has been studied as a biomarker, and was found to differentiate metastatic from primary ovarian cancer cells [Kim, J. Korean Acad. Sci., 2005, 20:643-8].
In colorectal cancer reduced CDX2 expression is associated with more advanced tumor stage and metastasis [Graule et al. Clinical Epigenetics (2018) 10:120]. In gastrointestinal cancer, the prognostic role of CDX2 is unclear [Masood et al., Acta Gastroenterol Belg. 2016 April-June; 79(2):197-200].
The role of chloroquine and its analogs as autophagy inhibitors in cancers is reviewed in [Kimura et al., Cancer Research; 73(1); 3-7, 2012], citing the elevated risk of acute kidney injury as a barrier to the broad use of these therapies in cancer. A broader review of autophagy inhibition is provided in [Al-Bari, J Antimicrobial Chemotherapy, 2015; 70: 1608-1621, 2015]. Low concentration of chloroquine and cisplatin have been tested as a treatment in ovarian cancer [Zhu et al., Am J Transl Res 2017; 9(9):4046-4058, 2017] and autophagy inhibition reduces chemoresistance in human ovarian cancer stem cells [Pagotto et al., Cell Death and Disease (2017) 8, e2943]. Re-purposing chloroquine for glioblastoma and the confounding variables is provided in [Weyerhauser et al., FRONTIERS IN ONCOLOGY VO. 8, NO. 335, August 2018]. An overview of repurposing mefloquine for cancer treatment is provided in [Mereddy and Ronayne, Transl Med (Sunnyvale), 2018, 8:1]. Mefloquine induces cell death in prostate cancer cells in [Yan et al., ONCOLOGY LETTERS VOL. 5, pp. 1567-1571, 2013]. Lucanthone has been reported to inhibit autophagy [Carew et al., THE JOURNAL OF BIOLOGICAL CHEMISTRY VOL. 286, NO. 8, pp. 6602-6613, February 25, 2011] a [Carew and Nawrocki, AUTOPHAGY, 2017, VOL. 13, NO. 4, 765-766]. Autophagy inhibitors to treat cancer are described in EP 2 544 673 B1.
Personalized treatments for treating ovarian cancer are desirable.
CDX2 overexpression, in ovarian cancer cells is identified herein as a biomarker for the use of autophagy inhibition to treat patients with high-grade serous ovarian cancer. As described in the Examples, CDX2 overexpression was found to activate autophagy in cells, suggesting that CDX2+ overexpression is a biomarker that can be used to stratify patients that could benefit from autophagy inhibition. Disclosed herein are methods for personalizing cancer treatment of patients having high-grade serous epithelial ovarian cancer with an upregulation of CDX2, for example due to amplification of CDX2.
According to an aspect of the invention, there is provided a method of selecting a patient afflicted with high-grade serous epithelial ovarian cancer likely to benefit from an autophagy inhibitor treatment, the method comprising:
obtaining a biological sample;
Also provided in another aspect, is a method of treating a patient afflicted with high-grade serous epithelial ovarian cancer having upregulated CDX2, the method comprising administering to said patient an autophagy inhibitor treatment.
A further aspect provides a method of treating a patient afflicted with high-grade serous epithelial ovarian cancer, the method comprising:
It is also demonstrated herein that upregulated CDX2 and loss of function of p53 protein, optionally one or more deleterious mutations in p53, can be an indicator of poorer prognosis of the patients with serous ovarian cancer. Some embodiments further comprise testing the sample for loss of function of p53, optionally testing for one or more deleterious mutations in p53.
Other features and advantages of the present disclosure will become apparent from the following detailed description. It should be understood, however, that the detailed description and the specific examples while indicating preferred embodiments of the disclosure are given by way of illustration only, since various changes and modifications within the spirit and scope of the disclosure will become apparent to those skilled in the art from this detailed description.
An embodiment of the present disclosure will now be described in relation to the drawings in which:
Unless otherwise defined, scientific and technical terms used in connection with the present disclosure shall have the meanings that are commonly understood by those of ordinary skill in the art. Further, unless otherwise required by context, singular terms shall include pluralities and plural terms shall include the singular. For example, the term “a cell” includes a single cell as well as a plurality or population of cells. Generally, nomenclatures utilized in connection with, and techniques of, cell and tissue culture, molecular biology, and protein and oligonucleotide or polynucleotide chemistry and hybridization described herein are those well-known and commonly used in the art (see, e.g. Green and Sambrook, 2012).
As used herein “autophagy” refers to the cell mechanism where cellular components are degraded and recycled, including for example, stress-induced autophagy, and can for example, be evidenced by LC3 lipidation and/or decreased levels of p62 (a substrate for autophagy)
As used herein an “autophagy inhibitor” means any molecule including a compound (e.g. small molecule drug), that interferes with autophagy formation and completion, including formation of the autophagosome, its docking and fusion to the lysosome, and/or the function of the autolysosome, including for example ROC-325, mefloquine, lucanthone, 3-methyladenine and their analogs. Also included are autophagy inhibitors described in EP 2544673B1 incorporated herein by reference. As used herein, “autophagy inhibitor treatment” includes administering one or more autophagy inhibitor(s) to a patient.
As used herein “ascites” refer to an accumulation of fluid in the abdominal cavity, associated with epithelial ovarian cancer, which comprise cellular and acellular components. Examples of the cellular components include tumor cells, optionally single cells or spheroid cells, and stroma cells, including fibroblasts, inflammatory cells, mesothelial cells, endothelial cells, adipocytes, and/or adipose tissue derived stromal cells. Examples of acellular components include cytokines, proteins, metabolites, and/or exosomes. For example, ascites cellular fraction may comprise any of the cellular components of ascites.
As used herein, “circulating tumor cells” refer to tumor cells that are present in non-solid biological tissue, for example, blood.
As used herein, “circulating tumor DNA” refers to DNA or fragments thereof from tumor cells that are circulating in non-solid biological tissue, for example blood.
As used herein, “liquid biopsy” refers to the sampling and analysis of non-solid biological tissue, for example blood. A liquid biopsy may, for example, be performed to isolate cancer cells from a tumor that are circulating in the blood, or fragments of DNA from tumor cells that are in the blood.
As used herein, “CDX2” refers to Caudal-related homeobox transcription factor 2 (e.g. Gene ID: 1045), including all natural and mutant forms thereof, including any splice variants.
As used herein “chloroquine” means a compound having the following structure:
and pharmaceutically acceptable salts thereof.
As used herein “analog” includes structurally related molecules that have a similar or better potency and/or other biological property as the base compound, which in the context of the present autophagy inhibitors includes analogs that interfere with fusion of the autophagosome and the lysosome and/or inhibits autophagosome formation via the inhibitor of class III PI3K and/or lysosomal function. For example, analogs of chloroquine include, hydroxychloroquine, quinacrine, and 8-hydroxyquinoline. Analogs of chloroquine and mefloquine can be found for example in WO2010144434, US20050154010 WO2019200284, WO2010144102, incorporated herein by reference.
As used herein “quinacrine” refers to a compound having the following structure:
and pharmaceutically acceptable salts thereof.
As used herein “hydroxychloroquine” refers to a compound having the following structure:
and pharmaceutically acceptable salts thereof.
As used herein “hydroxychloroquine” refers to a compound having the following structure:
and pharmaceutically acceptable salts thereof.
As used herein “ROC-325” refers to a compound having the following structure:
and pharmaceutically acceptable salts thereof.
As used herein “mefloquine” refers to a compound having the following structure:
and pharmaceutically acceptable salts thereof.
As used herein “lucanthone” refers to a compound having the following structure:
and pharmaceutically acceptable salts thereof.
As used herein “3-methyladenine” means a molecule that inhibits autophagy and has the following chemical structure:
and pharmaceutically acceptable salts thereof.
As used herein “high-grade serous epithelial ovarian cancer” means a type of epithelial ovarian cancer characterized by high-grade tumors, which are aggressive, grow rapidly, and often spread beyond the ovary, and result in shorter disease-free survival period compared to for example low-grade disease such as most mucinous and endometrial ovarian cancers.
As used herein “a biological sample” means any sample from a subject such as a human and comprises, depending on the assay, cancer cells or a fraction thereof, for example tumor cells, including for example a tumor tissue sample such as a biopsy, tissue slice, or cancer cells, such as blood cancers circulatory tumor cells, which can be obtained by liquid biopsy. Fractions thereof include for example, nucleic acid fractions, (e.g. genomic DNA or mRNA) for testing for genetic alterations or protein fractions.
As used herein, the term “likely to benefit” refers to an increased probability or greater likelihood that a particular treatment will have positive therapeutic effect on a patient. For example, a patient having a tumor with a deleterious mutation in the p53 and an upregulation of CDX2 is more likely to respond to an autophagy inhibitor than someone without the mutation and upregulation and is considered likely to benefit compared to a patient without the mutation and CDX2 upregulation.
As used herein, the term “upregulation” or upregulated refers to an increased quantity and/or activity of a cellular component, for example, DNA, RNA or protein, (such as in the case of CDX2 is being overexpressed), that is for example at least 50% greater than a corresponding reference cell where the cellular component quantity or activity is not upregulated and/or which is detectable when compared to a corresponding reference cell where such quantity or activity is not detectable.
The term “biomarker”, as used herewith, refers to a measurable substance or alteration in a substance for example a deleterious genetic alteration such as a deleterious mutation, or amplification, which is characteristic for a specific situation, for example, associated with increased beneficial response to a treatment of inhibitor.
As used herein, the terms “patient” or “subject” may be used interchangeably herein, and refer to a mammalian subject, and preferably to a human.
The terms “treat” or “treating”, as used herein, unless otherwise indicated, mean reversing, alleviating, inhibiting the progression of, or preventing the disorder or condition to which such term applies, or one or more symptoms of such disorder or condition. The term “treatment”, as used herein, unless otherwise indicated, refers to the act of treating, as defined immediately above.
The term “effective amount” as used herein is an amount of an inhibitor that is sufficient to reduce cell growth or proliferation of cells, and/or which alleviates at least one symptom as found for the disease to be treated. Alleviating is meant to include, e.g., treating, reducing the symptoms of, or curing the disease or condition.
“Tumor”, as used herein, refers to all neoplastic masses of tissue, and all pre-cancerous and cancerous tissue growths.
The terms “cancer” and “cancerous” refer to any malignant and/or invasive proliferation, growth or tumor caused by abnormal cell growth. As used herein “cancer” includes solid tumors named for the type of cells that form them, cancer of blood, bone marrow, or the lymphatic system. The term cancer includes, but is not limited to, a primary cancer that originates at a specific site in the body, a metastatic cancer that has spread from the place in which it started to other parts of the body, a recurrence from the original primary cancer after remission, and a second primary cancer that is a new primary cancer in a person with a history of previous cancer of different type from latter one.
As used herein, the term “cancer cells” refer to cells of a cancer, e.g. cells that acquire a characteristic set of functional capabilities during their development, including the ability to evade apoptosis, self-sufficiency in growth signals, insensitivity to anti-growth signals, tissue invasion/metastasis, significant growth potential, and/or sustained angiogenesis.
The term “afflicted” includes subjects suffering from the disease and/or diagnosed with the disease.
The term “select” with respect to selecting a patient, for example for treatment, to be engaged for testing for personalized medicine, or participate in a clinical trial refers to a physical selection, for example, a medical professional or allied health worker providing an indication of the selection, for example in written form, computer communication, or verbal communication.
The term “deleterious mutations” as used herein refers to a change in the sequence of a gene that negatively effects the function of the encoded molecule and which can be reflected for example in the activity or level of transcript/protein. As used herein, such deleterious mutations include mutations such as deletion mutations, deep deletions, point mutations, insertion imitations, or missense mutations, including those that cause protein truncation, that result in loss of function of the gene product (such as in the case of p53).
As used herein with reference to a gene abnormality, the terms “amplification” refers to the presence of a higher than normal number of copies of a genomic nucleic acid sequence and includes multiple copy gain (such as in the case of CDX2).
As used herein, “surgical sample” refers to a biological sample that is obtained surgically, for example a biopsy.
The term “biopsy” as used in the description of the invention includes all types of biopsies known to those skilled in the art. Thus, the term “biopsy”, as used in the context of the present invention, may include, for example, samples obtained by resection of tumors, tissue samples obtained by endoscopic methods, or organ biopsies obtained using forceps or a needle, or liquid biopsy such as circulating tumor cells or circulating tumor DNA.
As used herein “wild-type” in reference to a nucleic refers to a naturally occurring sequence of a nucleic add at a genetic locus, for example in the genome of an organism, or a sequence transcribed or translated from such a nucleic acid.
The term “assay” as used herein refers to a procedure used for the quantitative or qualitative analysis of an analyte.
As used herein, the term “standard polypeptide assay” refers to assays used to detect or measure a level of a polypeptide. Many such assays are known to those skilled in the art, including, for example, Western blots, immunoblots, enzyme-linked immunosorbent assays (ELISAs), including competitive ELISAs, radioimmunoassay (RIA), surface plasmon resonance, fluorescence activated cell sorting (FACS), and flow cytometry.
As used herein, the term “point mutation” refers to the existence a nucleotide change (i.e. mutation) at a site relative to a wildtype sequence and/or the identity of the nucleotide present at the site of the mutation in the mutant copy of a genomic locus. The nucleotide can be in any chain of a double stranded DNA molecule.
As used herein, the term “truncation” refers to a shortening in the amino acid sequence of protein. A protein truncation may be the result of a truncation in the nucleic acid sequence encoding the protein, a substitution or other mutation that creates a premature stop codon without shortening the nucleic acid sequence, or from alternate splicing of RNA in which a substitution or other mutation that does not itself cause a truncation results in aberrant RNA processing.
The term “deletion” in the context of deletion mutants as used herein, refers to the removal or loss of one or more nucleotides from a nucleic acid sequence and includes for example deep deletions,
As used herein, the term “loss of function of p53” refers to a p53 protein that lacks or has decreased biological function, such as or specifically its ability to act as a tumor suppressing protein.
As used in this specification and the appended claims, the singular forms “a”, “an” and “the” include plural references unless the content clearly dictates otherwise. Thus, for example, a composition containing “a compound” includes a mixture of two or more compounds. It should also be noted that the term “or” is generally employed in its sense including “and/or” unless the content clearly dictates otherwise.
As used in this application and claim(s), the word “consisting” and its derivatives, are intended to be close ended terms that specify the presence of stated features, elements, components, groups, integers, and/or steps, and also exclude the presence of other unstated features, elements, components, groups, integers and/or steps.
The terms “about”, “substantially” and “approximately” as used herein mean a reasonable amount of deviation of the modified term such that the end result is not significantly changed. These terms of degree should be construed as including a deviation of at least ±5% or at least ±10% of the modified term if this deviation would not negate the meaning of the word it modifies.
The definitions and embodiments described in particular sections are intended to be applicable to other embodiments herein described for which they are suitable as would be understood by a person skilled in the art. For example, in the following passages, different aspects are defined in more detail. Each aspect so defined may be combined with any other aspect or aspects unless clearly indicated to the contrary. In particular, any feature indicated as being preferred or advantageous may be combined with any other feature or features indicated as being preferred or advantageous.
Accordingly, an aspect includes a method of selecting a patient afflicted with high-grade serous epithelial ovarian cancer likely to benefit from an autophagy inhibitor treatment, the method comprising:
In an embodiment, the method comprises testing a patient afflicted with high-grade serous epithelial ovarian cancer also for loss of function of p53 protein, optionally testing for one or more deleterious mutations in the p53 protein, and selecting the patient having upregulated CDX2 and loss of function of the p53 protein for treatment with the autophagy inhibitor treatment.
A further aspect provides a method of treating a patient afflicted with high-grade serous epithelial ovarian cancer, the method comprising:
Also provided in another aspect, is a method of treating a patient afflicted with high-grade serous epithelial ovarian cancer having upregulated CDX2, the method comprising administering to the patient an autophagy inhibitor treatment. In another aspect, the method comprises testing a patient afflicted with high-grade serous epithelial ovarian cancer also for a loss of function of p53 protein, optionally testing for one or more deleterious mutations in the p53 protein, and treating the patient with an upregulated CDX2 and a loss of function of the p53 protein with an autophagy inhibitor treatment. The autophagy inhibitor treatment is a treatment that includes an autophagy inhibitor and optionally one or more other agents, such as one or more chemotherapeutics. Chloroquine, mefloquine, lucanthone, ROC-325, and 3-methyladenine are autophagy inhibitors.
Accordingly, in another aspect, the autophagy inhibitor is an inhibitor that targets P13 kinase, autophagosome-lysosome fusion and/or autolysosome function. In another embodiment, the autophagy inhibitor is selected from ROC-325, 3-methyladenine, chloroquine, mefloquine, or lucanthone or their analogs or combinations thereof. In a further embodiment, the autophagy inhibitor is 3-methyladenine. In another embodiment, the autophagy inhibitor is chloroquine.
The biological sample can be any sample from the patient comprising cancer cell molecules that can be used for assessing upregulation of CDX2 and optionally mutational status of p53. For example, the biological sample can comprise cancer cell nucleic acids, optionally tumor genomic DNA or cancer cell transcripts, and can include a tumor sample, for example obtained during surgery, cellular fraction from ascites or a liquid biopsy comprising circulating tumor cells. The liquid biopsy can be a blood sample, or a fraction thereof, for example circulating tumor cell fraction, or nucleic acid fraction. The samples can be subjected to one or more steps to isolate nucleic acids. The biological sample can also comprise a cellular protein extract, for example in methods that test for CDX2 protein levels. In such case a tumor sample or in the case of blood cancers, a blood sample, can be taken and a cancer cellular protein fraction isolated.
Accordingly, in some embodiments, the biological sample comprises cancer cell nucleic acids. In other embodiments, the biological sample comprises cancer cell protein fraction.
In some embodiments, the testing comprises measuring the cellular levels of the CDX2 protein or mRNA. In an embodiment, the cellular levels of the CDX2 mRNA are detected by RT-PCR or qPCR methods. In a further embodiment, the cellular levels of the CDX2 protein are detected using a standard polypeptide assay, for example, an ELISA or Western Blot, or by immunohistochemistry of a tumor sample or immunocytochemistry of a cell sample.
CDX2 upregulation can be assayed by assessing for gene amplification of CDX2. For example, gene amplification can be detected using qPCR, RNAseq, and/or fluorescence in situ hybridization (FISH).
In some embodiments, the testing comprises assaying for one or more deleterious mutations in p53. For example, the testing can comprise sequencing a p53 transcript or part thereof to detect the mutational status of p53.
In another embodiment, testing further comprises comparing the p53 sequence to wild type p53 to identify the presence or absence of one or more deleterious mutations.
In another aspect, the method further comprises treating the patient with an effective amount of an autophagy inhibitor as described herein. The treatment can be combined with one or more suitable treatments such as a chemotherapeutic treatment.
Also provided are uses, for example use of an autophagy inhibitor treatment for treating a patient afflicted with a cancer having an upregulation of CDX2, for example from an amplification of CDX2.
The above disclosure generally describes the present application. A more complete understanding can be obtained by reference to the following specific examples. These examples are described solely for the purpose of illustration and are not intended to limit the scope of the application. Changes in form and substitution of equivalents are contemplated as circumstances might suggest or render expedient. Although specific terms have been employed herein, such terms are intended in a descriptive sense and not for purposes of limitation.
The following non-limiting examples are illustrative of the present disclosure:
Analysis of data in The Cancer Genome Atlas suggested CDX2 overexpression in combination with mutation of the p53 tumor suppression gene signifies poor survival in women with high-grade serous ovarian cancer
Experimental analysis of tumor confirmed CDX2 is overexpressed in serous ovarian cancer patients who died of disease, relative to those who survived. With this confirmation, transcriptional profiles of 839 samples were obtained to measure differential gene expression and these data were mapped to proprietary maps of biological networks created by combining datamining of the literature with predictive algorithms to fill in gaps in the literature.
This network mapping identified particular genes linking CDX2 and p53 that are active in the subset of women with poor clinical outcomes (CDX2(+) and mutated p53) (
In vitro hanging drop assay experiments were conducted in which CDX2(+) ovarian cancer cells were found to activate autophagy and survive longer in starvation conditions relative to CDX2(−) cells. Mouse experiments were then conducted in which CDX2 expression was introduced into CDX2(−) mice, that produced larger tumors that spread more aggressively, shortening survival (
A database of drug-induced transcriptional effects was then analyzed to identify drugs that had the effect of inhibiting autophagy.
Three matches were found—the antimalarial agents chloroquine and mefloquine and the antihelminth lucanthone. Chloroquine was selected for experimental testing, and it was found that chloroquine did inhibit autophagy and reduce cancer cell survival in the hanging drop assay. Chloroquine treatment also improved survival in CDX2(+) mice, supporting the use of autophagy inhibitors in patients with CDX2(+) ovarian cancer (
Autophagy inhibitors have been studied in cancer; however, their broad clinical use is restrained by an elevated risk of acute kidney injury. Autophagy has a renal protective role; hence, there is sensitivity to broadly inhibiting autophagy in patients while administering chemotherapy. In this sense, autophagy inhibition in cancer has been termed a “double-edged sword”. In high-grade serous ovarian cancer, CDX2 is overexpressed only in ˜10% of patients; hence the CDX2(+) minority would have a more favorable reward vs. risk balance than the ˜90% of patients who are CDX2(−). CDX2 is an essential biomarker for the appropriate use of autophagy inhibition to treat women with high-grade serous ovarian cancer.
Despite a solid knowledge of CDX2 binding partners and its targets in colon, AML and placental stem cells, the molecular pathways engaged by CDX2 in ovarian cancer remain unknown. The analysis identified significantly lower survival for patients with high CDX2 (
The success of Herceptin for Her2-positive breast cancer patients47-49 highlights the benefit from identifying molecular markers to aid in diagnosis, prognosis and prediction of successful therapy response. As demonstrated herein, CDX2 over-expression identifies serous EOC patients with poor survival, and targeted treatment with chloroquine shows promising results (
CDX2-expressing cells (serous human and murine) have elevated baseline levels of autophagy in vitro and in vivo, and increased colony formation assays after glucose and serum deprivation (
CDX2(+) show increased survival after long-term stress, but choloroquine (CQ) and the autophagy inhibitor 3-methyladenine (3MA) reverse this survival (
All selected compounds trigger significantly overlapping changes in gene expression patterns (in addition to drug-specific transcriptional responses), and thus we will explore them individually and in combination with standard therapy for efficacy of CDX2-expressing EOC growth. Without wishing to be bound by theory, several analyses determined that chloroquine regulates fewer genes than mefloquine or halofantrine, and thus may induce fewer side-effects. We will determine whether CDX2-expressing ovarian cancer cells better survive nutritional deprivation due to activation of autophagy. We will assess whether interference with lysosomal function sensitizes them for preferential elimination, and whether this proves beneficial as synergistic treatment option in combination therapy.
It was determined that chloroquine regulates fewer genes than mefloquine or halofantrine, and thus will likely induce fewer side-effects.
CDX2 over-expression in diverse epithelial cancers had been established, yet its clinical significance as a prognostic marker, and its role in tumour behavior remains unclear (Table 1). Its over-expression in colon and pancreatic ductal carcinomas predicts improved patient survival, but CDX2 up-regulation in AML is not favourable37. Computational analysis of publicly available dataset as well as histological TMA scoring confirmed significantly better prognosis for patients with tumors expressing CDX2 in endometrioid subtype. Re-analysis of HGSC publicly available datasets revealed CDX2 over-expression in ˜10% of patients with high grade serous epithelial ovarian cancer (
While the present application has been described with reference to what are presently considered to be the preferred examples, it is to be understood that the application is not limited to the disclosed examples. To the contrary, the application is intended to cover various modifications and equivalent arrangements included within the spirit and scope of the appended claims.
All publications, patents and patent applications are herein incorporated by reference in their entirety to the same extent as if each individual publication, patent or patent application was specifically and individually indicated to be incorporated by reference in its entirety. Specifically, the sequences associated with each accession numbers provided herein including for example accession numbers and/or biomarker sequences (e.g. protein and/or nucleic acid) provided in the Tables or elsewhere, are incorporated by reference in its entirely.
The scope of the claims should not be limited by the preferred embodiments and examples, but should be given the broadest interpretation consistent with the description as a whole.
This application claims the benefit of priority of U.S. Patent Application Ser. No. 62/952,724, filed on Dec. 23, 2019, incorporated herein by reference.
Number | Date | Country | |
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62952724 | Dec 2019 | US |