Patent Application
20230340608
The present invention pertains to a new method for the prognosis, diagnosis, stratification and/or monitoring of a therapy, of a disorder in a subject. The method is based on the determination of the level of at least one first biomarker indicative and/or selective for the status and/or activity of the pathway regulating N6-methyladenosine (m6A) mRNA modification, and the determination of the level, mutation status, and/or activity of at least one second biomarker indicative and/or selective for the status and/or activity of the pathway regulating 5-methoxycarbonylmethyl-2-thiouridine (mcm5s2U)-tRNA modification as combined biomarkers. The new biomarkers of the invention allow to estimate a patient's prognosis, and to monitor therapy success of patients, in particular cancer patients, such as breast cancer patients. The biomarkers of the invention furthermore allow diagnosing and even stratifying of a disorder in a patient, in particular cancer, such as breast cancer. Further provided are kits for the prognosis, diagnosis, and/or monitoring of a disease, condition or disorder in a subject, the kit comprising means for quantifying individual m6A/mcm5s2U gene pairs. Finally, this invention also pertains to a compound for use in the treatment of a disease, condition or disorder, wherein the compound specifically reduces or enhances the level, mutation status, and/or activity of a gene, mRNA or protein regulating m6A mRNA modification in a cell, and/or a gene, mRNA or protein regulating mcm5s2U-tRNA modification in a cell, thereby enabling to perturb or reinstate the m6A/mcm5s2U balance.
Breast cancer is the most frequent cancer among women, and the cause of the greatest number of cancer-related deaths among women. About 12% of U.S. women will develop invasive breast cancer over the course of her lifetime. Currently, breast cancer is impacting around 2.1 million women each year. In 2018, it is estimated that 627,000 women died from breast cancer, which is approximately 15% of all cancer deaths among women. Breast cancer may generally be divided into several main stages: early, locally advanced, locally recurrent and metastatic. The 5-year survival prognosis for early stage breast cancer is generally above 60%, and this number drops to between 40 and 60% for advanced breast cancer.
Current therapeutic options for treatment of breast cancer include surgery (e.g. resection, autologous bone marrow transplantation), radiation therapy, chemotherapy (e.g. anthracyclines, such as doxorubicin; alkylating agents, such as cyclophosphamide and mitomycin C; taxanes, such as paclitaxel and docetaxel; antimetabolites, such as capecitabine; microtubule inhibitors, such as the vinca alkaloid navelbine; endocrine therapy (e.g. antiestrogens, such as tamoxifen; progestins, such as medroxyprogesterone acetate and megastrol acetate; or aromatase inhibitors, such as aminoglutethamide and letrozole) and biologics (e.g. cytokines, immunotherapeutics, such as monoclonal antibodies).
Diagnostic options for breast cancer include microscopic analysis of a patient's sample—or biopsy—obtained from the affected area of the breast of the patient. The two most commonly used diagnostic approaches are physical examination of the breasts by a medical practitioner and mammography. When these examinations are inconclusive, usually a patient sample of the fluid in the lump is sent for microscopic analysis to help establish the diagnosis. Other options for biopsy include computer tomography (CT), magnet resonance imaging (MRI), an ultrasound examination and a core biopsy or vacuum-assisted breast biopsy, or an excisional biopsy, in which the entire breast lump is removed. In order to improve cancer outcomes and survival, early detection of cancer, such as breast cancer, is critical.
During the past decades, many factors have been validated to have predictive value for the prognosis of cancer patients. For example, in case of breast cancer patients, hormone receptor (estrogen/progesterone receptor, ER/PR) positive and human epidermal growth factor receptor 2 (HER2) negative phenotypes are well documented to be associated with a favorable prognostic outcome compared to women with ER/PR negative and/or HER2 positive disease.
WO2006036726A1 discloses a method for evaluating the prognosis of a breast cancer patient, wherein said method comprises the detection of at least five biomarkers (SLPI, src, PSMB9, p21ras, and E2F1).
US20110097732A1 discloses a method for determining the prediction for survival of an individual having breast cancer by measuring the amount of Wrap53 in the nucleus of cells in samples derived from breast tissue, and/or measuring the amount of Wrap53 in the cytoplasm of cells in the samples derived from breast tissue, wherein both the nuclear levels, the cytoplasmic levels and/or the ratio between the nuclear and cytoplasmic levels of Wrap53 may be used alone or in combination in breast cancer prognosis. However, the disadvantage of this method is that tissue needs to be obtained from an open surgery, or prior to surgery from a fine needle biopsy or a core needle biopsy.
So far, no approach for a minimal invasive but yet specific and sensitive test system for the prognosis and/or monitoring of diseases, such as cancer diseases, has been developed, which pertains to analyzing the epitranscriptomic layer of gene regulation.
Despite its widespread occurrence, the functions of the “epitranscriptomic” layer of gene regulation is not yet fully understood. The main function of mRNA is to template protein synthesis during translation on the ribosome. In this process, the genetic information is decoded by tRNAs via base-pairing of their anticodon loop and the mRNA codon. More than 200 different chemically modified nucleotides have been identified in a variety of RNA species including mRNA, tRNA, rRNA and ncRNA. This “epitranscriptome” alters the expression and/or function of the modified RNAs and thus represents a layer of gene regulation. As an example, the anticodon loop of tRNAs is a “hotspot” for RNA modifications and these have been implicated in gene expression control during stress.
With a modification rate of up to 0.5% of all adenosines, the modified mRNA nucleotide N6-methyladenosine (m6A) is the most abundant modification in mRNA. m6A is co-transcriptionally deposited on nascent RNAs during their transcription by RNA polymerase II by the m6A methyltransferase complex (m6A-MTC), which consists of METTL3, METTL14, WTAP, VIRMA, RBM15 ZC3H13. Thereby, m6A imprints mRNAs with splicing information that is read by tRNAs.
The m6A consensus sequence is referred to as “DRACH motif” (D=A, G, or U; R=G or A; H=A, C or U). The DRACH motif appears once every ˜57 nucleotides in mRNA, and its transcription generates a potential methylation site (DRACH). Modification with m6A results in a decrease in mRNA half-life, i.e. an increased turnover of the modified mRNAs in cells. The m6A “reader” proteins YTHDF2 and YTHDF3 have been implicated in this process, but how degradation is triggered is unknown. Nevertheless, m6A-mediated decay was shown to be important to remodel cellular transcriptomes during cellular transitions like differentiation or stress adaptation. Accordingly, m6A is implicated in a variety of health conditions in which cellular homeostasis is perturbed, e.g. in cancer, viral infections or cardiac failure.
A major function of m6A-mediated mRNA decay is to remove pluripotency genes to facilitate the differentiation of stem cells [1,2]. m6A was also shown to be involved in various cancers, including glioblastoma, acute myeloid leukemia, bladder cancer and hepatocellular carcinoma. Therefore, drugging the epitranscriptome by targeting m6A is a promising therapy for diseases, such as cancer. Drugs that target m6A biogenesis factors are currently being developed and first lead molecules exist, but it is unclear which patients will benefit most from these drugs. Also, some of the initial studies reported contradictory results on whether m6A acts as either an oncogene or a tumor suppressor, underlining the need to establish methods that predict treatment outcome and enable stratification of patients into groups that benefit from compounds activating m6A and/or patients that benefit from compounds inhibiting m6A.
A major step in many aspects of research related to diseases such as cancer is the identification of specific and sensitive biomarkers suitable for the development of effective and improved prognostic, diagnostic, and therapeutic modalities. In view of the above described background art, the objective of the present invention is to provide novel markers for use in the prognosis, diagnosis, and/or monitoring of a disease, condition or disorder in a subject, and for use in the development of novel therapeutics. Due to the continuing need for quick, but sensitive and specific cancer prognostic and diagnostic markers, the present invention seeks to provide a novel approach for a simple and minimal invasive but specific and sensitive test system for the prognosis, diagnosis, and/or monitoring of a disease, condition or disorder in a subject, such as cancer. Furthermore, the present invention seeks to provide diagnostic strategies that allow to directly monitor the ongoing treatment success of a therapy in the clinic, such as a cancer therapy, and to evaluate the prognosis for a cancer patient receiving the therapy.
The above problem is solved by providing novel markers for use in the prognosis, diagnosis, and/or monitoring of a disease, condition or disorder in a subject, and for use in the development of novel therapeutics, which are based on analyzing the interdependency of the m6A system and an tRNA anticodon modification, namely 5-methoxycarbonylmethyl-2-thiouridine (mcm5s2U).
Generally, and by way of brief description, the main aspects of the present invention can be described as follows:
In a first aspect, the invention pertains to the use of an integrated analysis of m6A and mcm5s2U as a marker for prognosis, diagnosis, and/or monitoring of a disease, condition or disorder in a subject.
In a second aspect, the invention pertains to the use of individual m6A/mcm5s2U gene pairs as a marker for prognosis, diagnosis, and/or monitoring of a disease, condition or disorder in a subject.
Ina third aspect, the invention pertains to the use of an integrated analysis of m6A and mcm5s2U as a way to stratify patients into those that need inhibition or activation of the m6A pathway, and/or that need inhibition or activation of the mcm5s2U pathway.
In a fourth aspect, the invention pertains to the use of individual m6A/mcm5s2U gene pairs as a way to stratify patients into those that need inhibition or activation of the m6A pathway, and/or that need inhibition or activation of the mcm5s2U pathway.
In a fifth aspect, the invention pertains to a kit for the prognosis, diagnosis, and/or monitoring of a disease, condition or disorder in a subject, the kit comprising means for quantifying individual m6A/mcm5s2U gene pairs.
In a sixth aspect, the invention pertains to a compound for use in the treatment of a disease, condition or disorder, wherein the compound specifically reduces or enhances the level, mutation status, and/or activity of a gene, mRNA or protein regulating m6A mRNA modification in a cell, and/or a gene, mRNA or protein regulating mcm5s2U-tRNA modification in a cell, thereby enabling to perturb or reinstate the m6A/mcm5s2U balance.
In the following, the elements of the invention will be described. These elements are listed with specific embodiments, however, it should be understood that they may be combined in any manner and in any number to create additional embodiments. The variously described examples and preferred embodiments should not be construed to limit the present invention to only the explicitly described embodiments. This description should be understood to support and encompass embodiments which combine two or more of the explicitly described embodiments or which combine the one or more of the explicitly described embodiments with any number of the disclosed and/or preferred elements. Furthermore, any permutations and combinations of all described elements in this application should be considered disclosed by the description of the present application unless the context indicates otherwise.
The above problem is solved in a first aspect by a method for the prognosis, diagnosis, and/or monitoring of a disease, condition or disorder in a subject, comprising the steps of
The term “prognosis” refers to a forecast as to the probable outcome of the disease as well as the prospect of recovery from the disease as indicated by the nature and symptoms of the case. Accordingly, a negative or poor prognosis is defined by a lower post-treatment survival term or survival rate. Conversely, a positive or good prognosis is defined by an elevated post-treatment survival term or survival rate. Usually prognosis is provided as the time of progression free survival (PFS) or overall survival (OS).
Progression-free survival (PFS), as used in the context of this invention, shall be defined as the length of time during and after the treatment of a disease, such as cancer, that a patient lives with the disease but the disease does not get worse, i.e. survival without progression of the disease. PFS shall further be defined as the time from random assignment, e.g. in a clinical trial, to disease progression or death from any cause. In a clinical trial, measuring the PFS is one way to see how well a new treatment works. The term “overall survival” (OS) as used in the context of this invention shall be defined as the duration of time from the date of diagnosis or commencement of a treatment of a particular disease that a patient is still alive. Thus, in a clinical trial the measure of overall survival would compare the number of patients who had died and the number who had not died.
A “diagnosis” or the term “diagnostic” in the context of the present invention means identifying the presence or nature of a pathologic condition. Diagnostic methods differ in their sensitivity and specificity. The “sensitivity” of a diagnostic assay is the percentage of diseased individuals who test positive (percent of “true positives”). Diseased individuals not detected by the assay are “false negatives.” Subjects who are not diseased and who test negative in the assay, are termed “true negatives.” The “specificity” of a diagnostic assay is 1 minus the false positive rate, where the “false positive” rate is defined as the proportion of those without the disease who test positive. While a particular diagnostic method may not provide a definitive diagnosis of a condition, it suffices if the method provides a positive indication that aids in diagnosis.
The term “monitoring of a disease, condition or disorder” shall mean for the purpose of the present invention to observe disease progression in a patient who receives a therapy. In other words, the patient during the therapy is regularly monitored for the effect of the applied therapy, which allows the medical practitioner to estimate at an early stage during the therapy whether the prescribed treatment is effective or not, and, therefore, to adjust the treatment regime accordingly.
According to the present invention, any disease, condition or disorder can be prognosed, diagnosed, and/or monitored, using the methods of this invention. In a preferred embodiment, said disease, condition or disorder to be prognosed, diagnosed, and/or monitored is cancer, a viral disease, a cardiac disease, a neurodegenerative disease, a disease associated with oxidative stress, and/or other disease that shows a differential level, mutation status, and/or activity of the pathway regulating N6-methyladenosine (m6A) mRNA modification in a cell, and/or that show a differential level, mutation status, and/or activity of the pathway regulating 5-methoxycarbonylmethyl-2-thiouridine (mcm5s2U)-tRNA modification in a cell.
In a further preferred embodiment, said cancer to be prognosed, diagnosed, and/or monitored is selected from breast cancer, melanoma, glioblastoma, endometrial cancer, Acute Myeloid Leukemia (AML), lung cancer, bladder cancer, hepatocellular cancer, medulloblastoma, kidney cancer, liver cancer, head and neck cancer, prostate cancer, pancreatic cancer, stomach cancer, colon cancer, thyroid cancer, esophageal cancer, brain cancer, colorectal cancer, gastric cancer, cervical cancer, ovarian cancer, cancer of the urinary tract, renal cancer, carcinoma, and a tumor that shows a differential level, mutation status, and/or activity of the pathway regulating m6A-mRNA modification in a cell, and/or regulating mcm5s2U-tRNA modification in a cell, preferably wherein said cancer is breast cancer, melanoma, glioblastoma, endometrial cancer, Acute Myeloid Leukemia (AML), lung cancer, bladder cancer, hepatocellular cancer, medulloblastoma, or a tumor that shows a differential level, mutation status, and/or activity of the pathway regulating m6A-mRNA modification in a cell, and/or regulating mcm5s2U-tRNA modification in a cell. Most preferably, said cancer is breast cancer.
The term “cancer” and “cancer cells” refers to any cells that exhibit uncontrolled growth in a tissue or organ of a multicellular organism. The term “breast cancer” is understood to mean any cancer or cancerous lesion associated with breast tissue or breast tissue cells and can include precursors to breast cancer, for example, atypical ductal hyperplasia or non-atypical hyperplasia. Cancer can be understood as a disease in which a primary tumor or multiple individual primary tumors exist, e.g. in the breast or breasts in case of breast cancer. The term “tumor” refers to an abnormal benign or malignant mass of tissue that is not inflammatory and possesses no physiological function.
As used herein, the term “subject” or “patient” refers to any animal (e.g., a mammal), including, but not limited to, humans, non-human primates, rodents, and the like. Typically, the terms “subject” and “patient” are used interchangeably herein in reference to a human subject. As used herein, the term “subject suspected of having cancer” refers to a subject that presents one or more symptoms indicative of a cancer (e.g., a noticeable lump or mass). A subject suspected of having cancer may also have one or more risk factors. A subject suspected of having cancer has generally not been tested for cancer. However, a “subject suspected of having cancer” encompasses an individual who has received an initial diagnosis (e.g., a CT scan showing a mass) but for whom the sub-type or stage of cancer is not known. The term further includes people who once had cancer (e.g., an individual in remission), and people who have cancer and are suspected to have a metastatic spread of the primary tumor.
In a preferred embodiment of the herein described invention, said subject is a mammal, preferably a human, more preferably a human patient diagnosed with cancer, or a human patient diagnosed with metastatic breast cancer. The invention further allows diagnosing not only breast cancer, but also metastatic breast cancer end even circulating tumor cell (CTC) positive breast cancer. Thus, the patient/subject of the invention may vary depending on which of the above stages of the disease is diagnosed, prognosed, stratified or tested. The person of skill is aware that, e.g., a patient already diagnosed with, e.g., metastatic breast cancer would not be tested for the general presence of, e.g., breast cancer as such. However, of course this shall not be interpreted as restriction of the scope of the invention as also already established diagnoses may be verified with any one of the herein described methods of the invention.
In a particularly preferred embodiment, said subject is a mammal, such as a mouse, a rat, a guinea pig, a rabbit, a cat, a dog, a monkey, or a human, preferably a human, such as a human patient, more preferably a human patient suffering from a disease, condition or disorder and in need of a treatment.
The term “biological sample” as used herein refers to a sample that was obtained and may be assayed for any one of the biomarkers as disclosed with the present invention, or their gene expression. The biological sample can include a biological fluid (e.g., blood, cerebrospinal fluid, urine, plasma, serum), tissue biopsy, and the like. In some embodiments, the sample is a tissue sample, for example, tumor tissue, and may be fresh, frozen, or archival paraffin embedded tissue. Preferred samples for the purposes of the present invention are bodily fluids, in particular plasma samples.
In a preferred embodiment, the biological sample is a sample of a subject comprising a tissue sample or a body liquid sample, such as a sample of a group of cells from a tumor, a tumor tissue, an RNA sample, a DNA sample, a blood sample, a serum sample, a plasma sample, a urine sample, a lymph fluid sample, a pleural fluid sample, or a brain liquor sample, preferably a sample of a group of cells from a tumor or a tumor tissue.
The term “determining the level of” at least one first biomarker and at least one second biomarker in a sample, control or reference, as described herein, shall refer to the quantification of the presence of said at least one first biomarker and said at least one second biomarker in the tested sample. For example, the concentration of the first and second biomarker in said samples may be directly quantified via measuring the amount of protein/polypeptide/polysaccharide as present in the tested sample. Moreover, it is also possible to quantify the amount of the first and second biomarker directly via assessing the modified RNA nucleotide, for example by mass spectrometry. However, also possible is to quantify the amount of the first and second biomarker indirectly via assessing the gene expression of the encoding gene of the first and second biomarker, for example by quantification of the expressed mRNA encoding for the respective biomarker. How to determine the level of a particular biomarker is well known to the skilled artisan. The present invention shall not be restricted to any particular method for determining the level of a given biomarker, but shall encompass all means that allow for a quantification, or estimation, of the level of said first and second biomarker, either directly or indirectly. “Level” in the context of the present invention is therefore a parameter describing the absolute amount of a biomarker in a given sample, for example as absolute weight, volume, or molar amounts; or alternatively “level” pertains to the relative amounts, and preferably to the concentration of said biomarker in the tested sample, for example in mol/l, g/l, g/mol etc. In preferred embodiments the “level” refers to the concentration of the tested biomarkers in g/l.
The term “determining the mutation status” of at least one first and at least one second biomarker in a sample, control or reference, as described herein shall refer to analyzing the presence or absence of a mutation, such as a germline mutation and/or somatic mutation, for example in a gene of the pathway regulating N6-methyladenosine (m6A) mRNA modification, or in a gene of the pathway regulating 5-methoxycarbonylmethyl-2-thiouridine (mcm5s2U)-tRNA modification. How to determine the mutation status of a particular biomarker is well known to the skilled artisan. The present invention shall not be restricted to any particular method for determining a mutation status of a given biomarker, but shall encompass all means that allow for determination of the mutation status of said biomarker, either directly or indirectly. The presence or absence of a mutation may, for example, be determined by isolating nucleic acids obtained from cells, amplifying the nucleic acids and determining the presence or absence of the mutation in the amplified nucleic acids. In some of the embodiments, the presence or absence of the mutation is determined by allele-specific polymerase chain reaction (AS-PCR). As a standard value a corresponding property, in particular the base sequence, of a corresponding section of genomic DNA is suitable, which does not have the mutation, hereinafter also referred to as wild type, wild-type state or reference DNA. For example, genomic DNA from normal tissue, in particular healthy tissue, of the same individual is suitable as wild-type. This can be, for example, the preferred wild type with respect to the determination of a somatic mutation. As a wild-type, a reference genome can also be used. A suitable reference genome includes the human genome version of the Genome Reference Consortium Genome Reference Consortium Human Build 38 patch release 2 (GRCh38.p2) as of Jul. 16, 2015. For example, a reference genome may be the preferred wild type for determining a germline mutation and/or somatic mutation.
A method of “determining the mutation status” of at least one first and at least one second biomarker of this invention may comprise the steps of amplifying a DNA sample obtained from, e.g. a patient or reverse-transcripting an RNA sample obtained from the patient into a DNA, amplifying the DNA, and analyzing the amplified DNA to determine at least one sequence abnormality with respect to a gene involved in the pathway regulating N6-methyladenosine (m6A) mRNA modification, and/or involved in the pathway regulating 5-methoxycarbonylmethyl-2-thiouridine (mcm5s2U)-tRNA modification. Determination of a mutation status can, for example, be done by Sanger Sequencing. The methods of this invention may involve determining a single nucleotide polymorphism (SNP) and/or analysis of a single nucleotide mutation (i.e. a nucleotide substitution, insertion, deletion).
The term “determining the activity” of at least one biomarker in a sample, control or reference, as described herein shall refer to, for example, analyzing the enzymatic activity of at least one of the biomarkers of this invention, e.g. by performing an enzymatic assay of an enzyme or protein involved in the pathway regulating a m6A-mRNA modification, and/or involved in the pathway regulating a mcm5s2U-tRNA modification. According to this invention, the term “determining the activity” of at least one biomarker shall further include analyzing the phosphorylation state of a of an enzyme or protein involved in the pathway regulating a m6A-mRNA modification, and/or involved in the pathway regulating a mcm5s2U-tRNA modification, wherein the activity of the enzyme or protein is dependent upon at least one of the phosphorylation states of an amino acid of the particular enzyme or protein. How to determine the activity of a particular biomarker and/or the phosphorylation of an enzyme and/or protein is well known to the skilled artisan, and may, in one particular embodiment, involve western blotting or ELISA. The present invention shall, however, not be restricted to any particular method for determining the activity of a given biomarker, but shall encompass all means that allow for determination of the activity of said biomarker, either directly or indirectly.
The term “at least one” according to this invention shall include 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, or any other number. For example, the term determining the level, mutation status, and/or activity of “at least one” first biomarker according to this invention shall include determining 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, or any other number of possible first biomarkers, i.e. biomarkers indicative and/or selective for the status and/or activity of the pathway regulating N6-methyladenosine (m6A) mRNA modification in a cell. Further, the term determining the level, mutation status, and/or activity of “at least one” second biomarker according to this invention shall include determining 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, or any other number of possible second biomarkers, i.e. biomarkers indicative and/or selective for the status and/or activity of the pathway regulating 5-methoxycarbonylmethyl-2-thiouridine (mcm5s2U)-tRNA modification in a cell. Also, the term determining “at least one” of the phosphorylation states of an amino acid of a particular enzyme or protein according to this invention shall include determining 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, or any other number of possibly phosphorylated amino acids of the particular enzyme or protein.
A “biomarker” or “marker” in the context of the present invention refers to an organic biomolecule, particularly a polypeptide or polysaccharide, which is, for example, differentially present in a sample taken from patients having a certain condition as compared to a comparable sample taken from subjects who do not have said condition (e.g., negative diagnosis, normal or healthy subject). For example, a marker can be a polypeptide or polysaccharide (having a particular apparent molecular weight) which is present at an elevated or decreased level in samples of metastatic breast cancer patients compared to samples of patients with a negative diagnosis, or non-metastatic breast cancer patients. “Increase” of the level of a biomarker in a sample compared to a control shall, in preferred embodiments, refer to a statistically significant increase in preferred aspects of the invention. In alternative embodiments of the invention, certain biomarkers as disclosed herein may also be significantly decreased in the event of a particular disease, condition or disorder in a subject.
It is preferred that the analysis of a marker in step (b) and/or of a marker in step (c) of the prognostic and/or diagnostic method of the invention is characterized in that at least one of the tested markers has an apparent area under the curve (AUC) at 95% confidence interval (CI) of at least 60%, preferably at least 65% or more preferably at least 70%. How to determine the AUC is known to the skilled artisan. Alternatively or additionally, the biomarkers of the invention may be characterized by a sensitivity of at least 75%, preferably at least 80%, and a specificity of at least 40%, preferably at least 50%, more preferably at least 60%.
This invention is based on the discovery that a mcm5s2U modified tRNA enhances the decoding of m6A-modified mRNA at the wobble position, thereby regulating gene expression and cell differentiation. The inventors thus discovered a mechanism by which m6A connects nuclear mRNA processing to tRNA decoding, which represents a novel approach for prognosis, diagnosis, and/or monitoring of a disease, condition or disorder in a subject, and for therapeutic intervention in diseases, where gene expression is dysregulated by means of the m6A/mcm5s2U axis. The inventors found that decoding of m6A-modified mRNA can be facilitated by the tRNA anticodon modification mcm5s2U, thereby revealing an unanticipated link between the mRNA and tRNA epitranscriptomes. This system controls mRNA half-life in a translation-dependent manner and thus connects the exon-intron architecture of mRNAs to their turnover.
The inventors further discovered that cells balance the expression of m6A and mcm5s2U biogenesis machineries and failure to do so is associated with diseases, such as cancer, suggesting that the m6A/mcm5s2U axis has evolved as an epitranscriptomic mechanism to regulate gene expression and control cell differentiation. In healthy human tissues, the expression of biogenesis factors for m6A and mcm5s2U is highly correlated. Most importantly, CRISPR gene-dependency data shows that cancer cells that depend on m6A biogenesis factors also require mcm5s2U biogenesis factors and vice-versa. These results suggest that the m6A- and mcm5s2U-epitranscriptomes are intricately balanced, thus, modification of the tRNA anticodon with mcm5s2U is counteracting an imbalance of m6A, and vice versa.
To determine a gene, mRNA or protein involved in the biogenesis factors for m6A, a gene, mRNA or protein of the m6A methyltransferase complex (m6A-MTC), an m6A reader protein, and/or an m6A eraser protein is preferably analyzed. The m6A methyltransferase complex (m6A-MTC) comprises multiple protein components, such as METTL3, METTL14, WTAP, VIRMA, and RBM15 ZC3H13. Further, the m6A reader proteins YTHDF1 (YTH1), YTHDF2 (YTH2) and YTHDF3 (YTH3) can be analyzed to determine the level, mutation status, and/or activity of at least one first biomarker indicative and/or selective for the status and/or activity of the pathway regulating N6-methyladenosine (m6A) mRNA modification in a cell. In addition, the m6A demethylases FTO and ALKBH5 can be analyzed to determine the level, mutation status, and/or activity of at least one first biomarker indicative and/or selective for the status and/or activity of the pathway regulating N6-methyladenosine (m6A) mRNA modification in a cell.
Preferably, any of the proteins of the m6A-MTC, the m6A reader proteins, and the m6A demethylases can be analyzed to determine the level, mutation status, and/or activity of at least one first biomarker indicative and/or selective for the status and/or activity of the pathway regulating N6-methyladenosine (m6A) mRNA modification in a cell. In a further preferred embodiment, METTL3, METTL14, WTAP, VIRMA, RBM15, ZC3H13, YTHDF1, YTHDF2, YTHDF3, FTO, KIAA1429, CBLL1, RBM15, and/or ALKBH5 is analyzed to determine the level, mutation status, and/or activity of at least one first biomarker indicative and/or selective for the status and/or activity of the pathway regulating N6-methyladenosine (m6A) mRNA modification in a cell.
mcm5s2U biogenesis factors are required for pluripotency gene expression and stem cell maintenance [3,4], and defects in this pathway are linked to neurodegeneration, viral infection and cancer. Biogenesis of mcm5s2U is a multi-step process that involves the Elongator complex (consisting of ELP1/IKBKAP, ELP2, ELP3, ELP4, ELP5, and ELP6), the methyltransferase ALKBH8, MOCS3, URM1, and the CTU1-CTU2 thiolase complex. Therefore, proteins of the Elongator complex and the methyltransferase ALKBH8 can be analyzed to determine a gene, mRNA or protein involved in the biogenesis of factors for mcm5s2U-tRNA. Further, the CTU1-CTU2 thiolase complex (i.e., CTU1, and/or CTU2) can be analyzed to determine the level, mutation status, and/or activity of at least one first biomarker indicative and/or selective for the status and/or activity of the pathway regulating N6-methyladenosine (m6A) mRNA modification in a cell. Further, MOCS3, and URM1, which are upstream of CTU1 and 2 in the mcm5sU biogenesis pathway, can also be analyzed to determine the level, mutation status, and/or activity of at least one first biomarker indicative and/or selective for the status and/or activity of the pathway regulating N6-methyladenosine (m6A) mRNA modification in a cell.
To determine a gene, mRNA or protein involved in the biogenesis factors for 5-methoxycarbonylmethyl-2-thiouridine (mcm5s2U)-tRNA, a gene, mRNA or protein of the pathway regulating mcm5s2U-tRNA modification in a cell, preferably a gene, mRNA or protein such as ELP1/IKBKAP, ELP2, ELP3, ELP4, ELP5, ELP6, CTU1, CTU2, MOCS3, URM1, and/or ALKBH8 is analyzed.
In a particularly preferred embodiment said at least one first biomarker indicative and/or selective for the status and/or activity of the pathway regulating N6-methyladenosine (m6A) mRNA modification in a cell is selected from a gene, mRNA or protein of the m6A methyltransferase complex (m6A-MTC), an m6A reader protein, and an m6A eraser protein, and preferably is METTL3, METTL14, WTAP, VIRMA, RBM15, ZC3H13, YTHDF1, YTHDF2, YTHDF3, FTO, KIAA1429, CBLL1, RBM15, and/or ALKBH5.
Said at least one first biomarker indicative and/or selective for the status and/or activity of the pathway regulating N6-methyladenosine (m6A) mRNA modification in a cell can further be a signature panel comprising at least two, three, four, five, six, seven, eight, nine, ten, eleven, twelve, thirteen, or fourteen of said first biomarker selected from a gene, mRNA or protein of the m6A methyltransferase complex (m6A-MTC), an m6A reader protein, and an m6A eraser protein, such as selected from METTL3, METTL14, WTAP, VIRMA, RBM15, ZC3H13, YTHDF1, YTHDF2, YTHDF3, FTO, KIAA1429, CBLL1, RBM15, and ALKBH5.
In a further particularly preferred embodiment said at least one second biomarker indicative and/or selective for the status and/or activity of the pathway regulating 5-methoxycarbonylmethyl-2-thiouridine (mcm5s2U)-tRNA modification in a cell is selected from a gene, mRNA or protein of ELP1/IKBKAP, ELP2, ELP3, ELP4, ELP5, ELP6, CTU1, CTU2, MOCS3, URM1, and ALKBH8.
Said at least one second biomarker indicative and/or selective for the status and/or activity of the pathway regulating mcm5s2U-tRNA modification in a cell can further be a signature panel comprising at least two, three, four, five, six, seven, eight, nine, ten, or eleven of said second biomarker selected from a gene, mRNA or protein of the pathway regulating mcm5s2U-tRNA modification in a cell, such as selected from ELP1/IKBKAP, ELP2, ELP3, ELP4, ELP5, ELP6, CTU1, CTU2, MOCS3, URM1, and ALKBH8.
Yet another particularly preferred embodiment relates to said at least one second biomarker indicative and/or selective for the status and/or activity of the pathway regulating mcm5s2U-tRNA modification in a cell, wherein said second biomarker is selected from a gene, mRNA or protein of CTU1, CTU2, MOCS3, and URM1, or a combination thereof.
Said at least one second biomarker indicative and/or selective for the status and/or activity of the pathway regulating mcm5s2U-tRNA modification in a cell can further be a signature panel comprising at least two, or three, or all four of said second biomarkers selected from a gene, mRNA or protein of CTU1, CTU2, MOCS3, and URM1. Preferably, said panel comprising at least two, or three, or all four of said second biomarkers is selected from a combination of the biomarkers CTU1, and CTU2; CTU1, and MOCS3; CTU1, and URM1; CTU2, and MOCS3; CTU2, and URM1; MOCS3, and URM1; CTU1, CTU2, and MOCS3; CTU1, CTU2, and URM1; CTU1, MOCS3, and URM1; CTU2, MOCS3, and URM1; and CTU1, CTU2, MOCS3, and URM1. A particularly preferred embodiment relates to a panel comprising all four of the second biomarkes selected from a gene, mRNA or protein of CTU1, CTU2, MOCS3, and URM1. Thus, a preferred example consists of a panel of CTU1, CTU2, MOCS3, and URM1.
The skilled artisan will understand that numerous methods may be used to select a threshold or reference value for a particular marker or a plurality of markers. In diagnostic aspects, a threshold value may be obtained by performing the assay method on samples obtained from a population of patients having, for example, a certain type of cancer, and from a second population of subjects that do not have cancer. Alternatively, a threshold value may be obtained by performing the assay method on samples obtained from a population of patients having, for example, an aggressive type of cancer associated with a reduced time of progression free survival (PFS) and/or overall survival (OS), and from a second population of subjects that do have a rather mild form of cancer associated with an increased time of progression free survival (PFS) and/or overall survival (OS).
In the context of the above method, an increase or a decrease of a differential level, mutation status, and/or activity of said first and/or second biomarker may be indicative for a reduced time of progression free survival (PFS) and/or overall survival (OS). If decreased levels of the biomarker are associated with poor prognosis, then also a decrease of said biomarker in said sample may be indicative for a reduced time of progression free survival (PFS) and/or overall survival (OS).
For prognostic or treatment monitoring applications, a population of patients, all of which have, for example, breast cancer, may be followed for the time period of interest (e.g., six months following diagnosis or treatment, respectively), and then dividing the population into multiple groups, for example two groups: a first group of subjects that progresses to an endpoint (e.g., recurrence of disease, and/or death); and a second group of subjects that did not progress to the end point (e.g., no recurrence of disease, and/or no death). These are used to establish “low risk” and “high risk” population values for the marker(s) measured, respectively. Other suitable endpoints include, but are not limited to, 5-year mortality rates or progression to metastatic disease.
Once these groups are established, one or more thresholds may be selected that provide an acceptable ability to predict prognostic risk, diagnosis, treatment success, etc. In practice, Receiver Operating Characteristic curves, or “ROC” curves, are typically calculated by plotting the value of a variable versus its relative frequency in two populations (called arbitrarily “disease” and “normal” or “low risk” and “high risk”, for example). For any particular marker, a distribution of marker level for subjects with and without a disease may overlap. Under such conditions, a test does not absolutely distinguish “disease” and “normal” with 100% accuracy, and the area of overlap indicates where the test cannot distinguish “disease” and “normal.” A threshold is selected, above which (or below which, depending on how a marker changes with the disease) the test is considered to be “positive” and below which the test is considered to be “negative.” The area under the ROC curve (AUC) is a measure of the probability that the perceived measurement may allow correct identification of a condition.
Additionally, thresholds may be established by obtaining an earlier marker result from the same patient, to which later results may be compared. In some aspects, the individuals act as their own “control group.” In markers that increase with disease severity or prognostic risk, an increase over time in the same patient can indicate a worsening of disease or a failure of a treatment regimen, while a decrease over time can indicate remission of disease or success of a treatment regimen.
In some embodiments, multiple thresholds or reference values may be determined. This can be the case in so-called “tertile,” “quartile,” or “quintile” analyses. In these methods, the “disease” and “normal” groups (or “low risk” and “high risk”) groups can be considered together as a single population, and are divided into 3, 4, or 5 (or more) “bins” having equal numbers of individuals. The boundary between two of these “bins” may be considered “thresholds.” A risk (of a particular prognosis or diagnosis for example) can be assigned based on which “bin” a test subject falls into.
All numeric values are herein assumed to be modified by the term “about,” whether or not explicitly indicated. The term “about” generally refers to a range of numbers that one of skill in the art would consider equivalent to the recited value (i.e., having the same function or result). In many instances, the terms “about” may include numbers that are rounded to the nearest significant figure. In particularly preferred embodiments of the invention the term “about” may refer to a deviation of the respective numeric value of a maximum of 20% of the numerical value, however more preferred is 15%, 10%, 5%, even more preferred is 4%, 3%, 2%, and most preferred is 1%.
In a particularly preferred embodiment said disease, condition or disorder to be prognosed, diagnosed, and/or monitored is cancer, a viral disease, a cardiac disease, a neurodegenerative disease, a disease associated with oxidative stress, and/or other disease that shows a differential level, mutation status, and/or activity of the pathway regulating N6-methyladenosine (m6A) mRNA modification in a cell, and/or that show a differential level, mutation status, and/or activity of the pathway regulating 5-methoxycarbonylmethyl-2-thiouridine (mcm5s2U)-tRNA modification in a cell.
Further preferred is that said cancer is selected from breast cancer, melanoma, glioblastoma, endometrial cancer, Acute Myeloid Leukemia (AML), lung cancer, bladder cancer, hepatocellular cancer, medulloblastoma, kidney cancer, liver cancer, head and neck cancer, prostate cancer, pancreatic cancer, stomach cancer, colon cancer, thyroid cancer, esophageal cancer, brain cancer, colorectal cancer, gastric cancer, cervical cancer, ovarian cancer, cancer of the urinary tract, renal cancer, carcinoma, and a tumor that shows a differential level, mutation status, and/or activity of the pathway regulating m6A-mRNA modification in a cell, and/or regulating mcm5s2U-tRNA modification in a cell.
As used herein, the term “colorectal cancer” includes the well-accepted medical definition that defines colorectal cancer as a medical condition characterized by cancer of cells of the intestinal tract below the small intestine (i.e., the large intestine (colon), including the cecum, ascending colon, transverse colon, descending colon, sigmoid colon, and rectum). Additionally, as used herein, the term “colorectal cancer” also further includes medical conditions, which are characterized by cancer of cells of the duodenum and small intestine (jejunum and ileum).
As used herein, the terms “gastric cancer” or “stomach cancer” refer to cancers of the stomach. The most common types of gastric cancer are carcinomas, such as but not limited to, adenocarcinomas, affecting the epithelial cells of the stomach. Stomach cancers may additionally include, for example, sarcomas affecting the connective tissue of the stomach and blastomas affecting the blast tissue of the stomach.
The term “pancreatic cancer” according to this invention shall encompass benign or malignant forms of pancreatic cancer, as well as any particular type of cancer arising from cells of the pancreas (e.g., duct cell carcinoma, acinar cell carcinoma, papillary carcinoma, adenosquamous carcinoma, undifferentiated carcinoma, mucinous carcinoma, giant cell carcinoma, mixed type pancreatic cancer, small cell carcinoma, cystadenocarcinoma, unclassified pancreatic cancers, pancreatoblastoma, and papillary-cystic neoplasm, and the like.).
In a preferred embodiment of the invention, the cancer is preferably a cancer of epithelial origin. Epithelial cancers are, for example, epithelial cancer of the ovary, colon, lung, rectum, breast, prostate, pancreas, esophagus, bladder, liver, uterus, or brain.
In a further preferred embodiment of the invention, the determined level, mutation status, and/or activity of said first and said second biomarker in steps (b) and (c) are compared with a reference sample or a reference value in step (d) of the method. Preferably, the reference sample or a reference value is a “cohort-intrinsic” reference value. In a particular embodiment, the signatures of tumor samples are binned into ntiles (e.g. into quartiles). Then, the survival of different ntiles (e.g. quartiles) is compared. A further embodiment of the invention relates to the method of this invention, wherein a reference sample or a reference value in step (d) of the method corresponds to a sample obtained from a healthy individual or obtained from a tumor-adjacent tissue from a subject suffering from a tumor disease.
A particularly preferred embodiment of the present invention pertains to a method for the prognosis of a cancer patient, such as a breast cancer patient, comprising the steps of:
One preferred embodiment, which can be combined with any of the other preferred embodiments of the invention, pertains to any of the above described methods, wherein the level, mutation status, and/or activity of said at least one first biomarker and said at least one second biomarker is determined by means of a detection method comprising mRNA analysis, DNA analysis, protein analysis, and/or a method for determining a single nucleotide polymorphism (SNP) in a target nucleic acid sequence.
In all aspects and embodiments of the present invention it may be preferred that the level of said at least one biomarker in said sample is determined by means of a nucleic acid detection method or an immunological detection method. However, nucleic acid detection methods are only applicable where an expressed protein is the biomarker. Generally, all means shall be comprised by the present invention which allow for a quantification of the expression, mutation status, and/or activity of such proteins. Therefore also promoter analysis, and procedures assessing the epigenetic status of a gene locus encoding a protein biomarker of the invention are comprised by the herein described invention. Alternatively, the presence or expression of enzymes regulating the metabolism of a protein may be assessed, which is indicative of the presence or level of said protein.
Detection methods that are preferred in context of the herein described invention for determining the level, mutation status, and/or activity of said at least one first biomarker and of said at least second first biomarker in said sample shall include means of a detection method selected from the group consisting of mass spectrometry, mass spectrometry immunoassay (MSIA), antibody-based protein chips, 2-dimensional gel electrophoresis, stable isotope standard capture with anti-peptide antibodies (SISCAPA), high-performance liquid chromatography (HPLC), western blot, cytometry bead array (CBA), protein immuno-precipitation, radio immunoassay, ligand binding assay, and enzyme-linked immunosorbent assay (ELISA), preferably wherein said protein detection method is ELISA. Suitable alternative detection methods for determination of a biomarker of the invention are known to the skilled artisan.
In a particularly preferred embodiment, the detection method used for determining the level, mutation status, and/or activity of said at least one first biomarker and of said at least second first biomarker in said sample is selected from a detection method comprising mRNA analysis, DNA analysis, protein analysis, and/or a method for determining a single nucleotide polymorphism (SNP) in a target nucleic acid sequence, such as a polymorphic array comprising a set of single nucleotide polymorphisms (SNPs), for example, an Affymetrix GeneChip, polymerase chain reaction (PCR), real-time quantitative PCR (qPCR), nanoString nCounter, enzyme-linked immunosorbent assay (ELISA), mass spectrometry, mass spectrometry immunoassay (MSIA), antibody-based protein chips, 2-dimensional gel electrophoresis, stable isotope standard capture with anti-peptide antibodies (SISCAPA), high-performance liquid chromatography (HPLC), genetic testing, western blot, cytometry bead array (CBA), radio immunoassay, and immunohistochemical staining, preferably wherein said detection method is a polymorphic array for determining a single nucleotide polymorphism (SNP) in a target nucleic acid sequence, and/or real-time quantitative PCR (qPCR).
Yet another preferred embodiment of this invention relates a method, wherein a differential level, mutation status, and/or activity of said at least one first biomarker and/or said at least one second biomarker in the biological sample from said subject compared to said reference sample or reference value is indicative for a reduced time of progression free survival (PFS) and/or overall survival (OS) of the patient suffering from the disease, condition or disorder, and wherein said reference sample or reference value is a cohort-intrinsic reference sample or reference value, wherein the level, mutation status, and/or activity of said at least one first biomarker and/or said at least one second biomarker in the reference sample or reference value compared to the biological sample from said subject is indicative for an increased time of progression free survival (PFS) and/or overall survival (OS).
A further preferred embodiment of this invention relates a method, wherein a differential level, mutation status, and/or activity of said at least one first biomarker and/or said at least one second biomarker in the biological sample from said subject compared to said reference sample or reference value is indicative for the presence of cancer in said subject, preferably wherein said cancer is melanoma, glioblastoma, breast cancer, and/or endometrial cancer.
An additionally preferred embodiment of this invention relates to a method, wherein a differential ratio of (i) a level of at least one gene, mRNA or protein regulating an m6A-mRNA modification compared to (ii) a gene, mRNA or protein regulating a mcm5s2U-tRNA modification is indicative for a disease, condition or disorder.
In a particularly preferred embodiment of the present invention, a relative level of the level, mutation status, and/or activity of at least one first biomarker indicative and/or selective for the status and/or activity of the pathway regulating m6A mRNA modification in a cell, to the level, mutation status, and/or activity of at least one first biomarker indicative and/or selective for the status and/or activity of the pathway regulating mcm5s2U-tRNA modification in a cell is determined by a method comprising the steps of:
In a particularly preferred embodiment, said at least one second biomarker (ii) as measured in (a) comprises a panel of CTU1, CTU2, MOCS3, and URM1, and/or said at least one second biomarker (ii) consists of a panel of CTU1, CTU2, MOCS3, and URM1.
A further preferred embodiment of the present invention relates to the method of this invention, wherein the differential level, mutation status, and/or activity of said first and/or second biomarker in the biological sample from said subject compared to said reference sample or reference value is indicative for any one of the following:
In an additionally preferred embodiment of this invention, the healthy control is a comparable sample of a healthy subject, or is a reference value derived therefrom, wherein the healthy subject is known not to suffer from a disease, condition or disorder associated with a differential level of m6A-modified mRNA and/or mcm5s2U-modified tRNA.
In a further preferred embodiment of the invention, the healthy control is derived from a “cohort-intrinsic” reference value. In a particular embodiment, the signatures of tumor samples are binned into ntiles (e.g. into quartiles). Then, the different ntiles (e.g. quartiles) are compared. A further embodiment of the invention relates to any one of the methods of this invention, wherein a healthy control is defined as the ntile of the cohort showing the least symptoms of the disease and/or showing the best survival rate.
In an additionally preferred embodiment of this invention, if the determined differential level, mutation status, and/or activity of said first and/or second biomarker in the biological sample from said subject is (i) such that the result is indicative for a lower level of m6A-modified mRNA and a higher level of mcm5s2U-modified tRNA, the time of progression free survival (PFS) and/or overall survival (OS) is reduced compared to a subject not showing such result, and/or (ii) such that the result is indicative for a higher level of m6A-modified mRNA and a lower level of mcm5s2U-modified tRNA, the time of progression free survival (PFS) and/or overall survival (OS) is prolonged compared to a subject not showing such result.
A further preferred embodiment of the present invention relates to the method of this invention, wherein if the determined differential level, mutation status, and/or activity of said first and/or second biomarker in the biological sample from said subject is such that the result is indicative for a disease, condition or disorder associated with a lower level of m6A-modified mRNA and a higher level of mcm5s2U-modified tRNA (see (d) in the method above), for a disease, condition or disorder associated with a lower level of m6A-modified mRNA and an unchanged/normal level of mcm5s2U-modified tRNA (see (e) in the method above), or for a disease, condition or disorder associated with an unchanged/normal level of m6A-modified mRNA and a higher level of mcm5s2U-modified tRNA (see (h) in the method above), said disease condition or disorder is a cancer disease selected from bladder cancer, breast cancer, esophagus cancer, lung cancer, and thyroid cancer.
An additionally preferred embodiment of this invention is characterized in that if the determined differential level, mutation status, and/or activity of said first and/or second biomarker in the biological sample from said subject is such that the result is indicative for a disease, condition or disorder associated with a higher level of m6A-modified mRNA and a lower level of mcm5s2U-modified tRNA (see (a) in the method above), for a disease, condition or disorder associated with a higher level of m6A-modified mRNA and an unchanged/normal level of mcm5s2U-modified tRNA (see (b) in the method above), or for a disease, condition or disorder associated with a unchanged/normal level of m6A-modified mRNA and a lower level of mcm5s2U-modified tRNA (see (g) in the method above), said disease condition or disorder is a cancer disease selected from kidney cancer, liver cancer, and stomach cancer.
Yet another aspect of this invention relates to a method of stratifying a patient for a disease, condition or disorder, said method comprising, as a first step, identifying a differential level, mutation status, and/or activity of at least one first and/or at least one second biomarker in the biological sample from said patient compared to a reference sample or reference value, and, as a second step, deciding in favor of or against said treatment based on said differential level, mutation status, and/or activity, wherein said differential level, mutation status, and/or activity is identified by using a method comprising the steps of:
The term “stratification” for the purposes of this invention shall refer to the advantage that the method according to the invention renders decisions for the treatment and therapy of the patient possible, whether it is the hospitalization of the patient, the use, effect and/or dosage of one or more drugs, a therapeutic measure or the monitoring of a course of the disease and the course of therapy or etiology or classification of a disease, e.g., into a new or existing subtype or the differentiation of diseases and the patients thereof. Particularly with regard to breast cancer, “stratification” means in this context a classification of a breast cancer disease of an individual patient with regard of the metastatic status, or the presence or absence of circulating tumor cells. Also, the term “stratification” covers in particular the risk stratification with the prognosis of an outcome of a negative health event. In a particularly preferred embodiment, a condition, disorder, or disease, such as cancer, is stratified by the mcm5s2U pathway status to predict sensitivity to perturbations of m6A biogenesis by m6A targeting compounds. Additionally preferred is a method, wherein a condition, disorder, or disease, such as cancer, is stratified by analyzing the expression and/or mutation status of the mcm5s2U pathway to predict sensitivity to perturbations of m6A biogenesis by m6A targeting compounds.
Yet another preferred embodiment relates to a method of stratification of cancer patients into responders and non-responders to a therapy with m6A targeting compounds. Particularly preferred cancers to be stratified are AML and glioblastoma, since previous results show that AML and glioblastoma show variable responses to perturbation of the m6A pathway. Thus, the mcm5s2U pathway can be used to predict outcome of a therapy with m6A targeting compounds.
Importantly, the present invention can be used to predict the response of a patient to a treatment. The inventors observed that a high m6A/mcm5s2U signature correlates with increased sensitivity to EGFR-targeting tyrosine kinase inhibitors (TKIs) including lapatinib and gefitinib (
An additionally preferred embodiment of this invention relates to the above-described method of stratifying a patient for a treatment, wherein (i) said at least one first biomarker is selected from a gene, mRNA or protein of the m6A methyltransferase complex (m6A-MTC), an m6A reader protein, and an m6A eraser protein, and preferably is METTL3, METTL14, WTAP, VIRMA, RBM15, ZC3H13, YTHDF1, YTHDF2, YTHDF3, FTO, KIAA1429, CBLL1, RBM15, and/or ALKBH5s; and/or (ii) wherein said at least one second biomarker is selected from a gene, mRNA or protein of ELP1/IKBKAP, ELP2, ELP3, ELP4, ELP5, ELP6, CTU1, CTU2, MOCS3, URM1, and/or ALKBH8.
Particularly preferred is the above method, wherein said at least one second biomarker (ii) comprises a panel of CTU1, CTU2, MOCS3, and URM1, and/or wherein said at least one second biomarker (ii) consists of a panel of CTU1, CTU2, MOCS3, and URM1.
A further preferred embodiment of the present invention relates to the above method of stratifying a patient for a treatment, wherein based on the differential level, mutation status, and/or activity of said first and/or second biomarker in the biological sample from said subject compared to said reference sample or value in (d), it is decided in favor of enhancing or inhibiting the level, mutation status, and/or activity of the pathway regulating N6-methyladenosine (m6A) mRNA modification, and/or enhancing or inhibiting the level, mutation status, and/or activity of the pathway regulating 5-methoxycarbonylmethyl-2-thiouridine (mcm5s2U)-tRNA modification.
One preferred embodiment of the invention pertains to the above described method of stratifying a patient for a treatment, wherein said treatment is a treatment targeting an m6A-mRNA modification in a cell and/or an mcm5s2U-tRNA modification in a cell, preferably wherein said treatment inhibits or activates the m6A methyltransferase complex (m6A-MTC), an m6A reader protein, an m6A eraser protein, and/or the elongator complex.
In an additionally preferred embodiment of this invention, if the differential level, mutation status, and/or activity of said first and/or second biomarker in the biological sample from said subject compared to said reference sample or value in (d) is at least 1%, preferably at least 5%, more preferably at least 10%, even more preferably at least 15%, and most preferably at least 20% higher or lower compared to said reference sample or reference value, it is decided in favor of said treatment.
However, the absolute concentration levels strongly depend on the sample handling and quantification method used. The above levels apply for a sample handling corresponding to the methods used in context of the examples. Therefore, the skilled in the art appreciates that without being confronted by undue experimentation, new reference values must be determined in accordance with a change of a sample treatment protocol.
The object of the present invention is furthermore solved by a method for evaluating the treatment success of a patient who received a treatment, the method comprising the steps of:
In yet another preferred embodiment, a method for evaluating the treatment success of a patient who received a treatment is preferred, wherein a decrease or an increase of at least 10%, preferably at least 20%, more preferably 25%, even more preferably 30%, and most preferably 35% to 45% of said level, mutation status, and/or activity of said first and/or second biomarker in the biological sample from said subject compared to said reference sample or reference value is an indication for the patient's response to said treatment.
A further preferred embodiment of the present invention relates to the method of this invention, wherein (i) said at least one first biomarker is selected from a gene, mRNA or protein of the m6A methyltransferase complex (m6A-MTC), an m6A reader protein, and an m6A eraser protein, and preferably is METTL3, METTL14, WTAP, VIRMA, RBM15, ZC3H13, YTHDF1, YTHDF2, YTHDF3, FTO, KIAA1429, CBLL1, RBM15, and/or ALKBH5s; and/or (ii) wherein said at least one second biomarker is selected from a gene, mRNA or protein of ELP1/IKBKAP, ELP2, ELP3, ELP4, ELP5, ELP6, CTU1, CTU2, MOCS3, URM1, and/or ALKBH8.
The “reference” in the context of the here described aspect of the invention preferably corresponds to the level of said of at least one biomarker in a provided biological sample obtained from said patient before receiving said treatment. Thereby, the reference corresponds to an untreated control. In an additionally preferred embodiment, said reference corresponds to the ratio of the level, mutation status, and/or activity of said first biomarker to the level, mutation status, and/or activity of said second biomarker in a provided biological sample obtained from said patient before receiving said treatment.
A further preferred embodiment of the present invention relates to the method of this invention, wherein said treatment is a treatment targeting an m6A-mRNA modification in a cell and/or an mcm5s2U-tRNA modification in a cell, preferably wherein said treatment inhibits or activates the m6A methyltransferase complex (m6A-MTC), an m6A reader protein, an m6A eraser protein, and/or the elongator complex.
In an additionally preferred embodiment of this invention, said disease, condition or disorder is preferably treated by adjusting the level of mcm5s2U to m6A, i.e. the mcm5s2U to m6A ratio, characterized in that a mcm5s2U-modified tRNA enhances the decoding of m6A-modified mRNA, thereby regulating gene expression and cell differentiation.
One preferred embodiment of the invention pertains to the above described method, wherein the method is a non-invasive method, preferably an ex vivo method or an in vitro method. All methods of the herein described invention are preferably in-vitro methods, more preferably in-vitro methods that do not comprise any method steps performed at the human or animal body.
A further preferred embodiment of the present invention relates to the method of this invention, wherein said disease, condition or disorder is selected from cancer, a viral disease, a cardiac disease, a neurodegenerative disease, a disease associated with oxidative stress, and other diseases that show a differential level, mutation status, and/or activity of the pathway regulating N6-methyladenosine (m6A) mRNA modification in a cell, and/or that show a differential level, mutation status, and/or activity of the pathway regulating 5-methoxycarbonylmethyl-2-thiouridine (mcm5s2U)-tRNA modification in a cell.
In an additionally preferred embodiment of this invention, said cancer is selected from melanoma, glioblastoma, breast cancer, endometrial cancer, Acute Myeloid Leukemia (AML), lung cancer, bladder cancer, hepatocellular cancer, medulloblastoma, kidney cancer, liver cancer, head and neck cancer, prostate cancer, pancreatic cancer, stomach cancer, colon cancer, thyroid cancer, esophageal cancer, brain cancer, colorectal cancer, gastric cancer, cervical cancer, ovarian cancer, cancer of the urinary tract, renal cancer, carcinoma, and a tumor that shows a differential level, mutation status, and/or activity of the pathway regulating m6A-mRNA modification in a cell, and/or regulating mcm5s2U-tRNA modification in a cell, preferably wherein said cancer is melanoma, glioblastoma, breast cancer, endometrial cancer, Acute Myeloid Leukemia (AML), lung cancer, bladder cancer, hepatocellular cancer, medulloblastoma, a tumor that shows a differential level, mutation status, and/or activity of the pathway regulating m6A-mRNA modification in a cell, and/or regulating mcm5s2U-tRNA modification in a cell.
In yet another aspect of this invention, which can be combined with any one of the other aspects and/or embodiments of this invention, the invention provides kits for aiding a prognosis, diagnosis, and/or monitoring of a disease, condition or disorder in a subject, the kit comprising means for quantifying the level, mutation status, and/or activity of at least one first biomarker indicative and selective for the status and/or activity of the pathway regulating m6A-mRNA modification in a cell, and for quantifying the level, mutation status, and/or activity of at least one second biomarker indicative and selective for the status and/or activity of the pathway regulating mcm5s2U-tRNA modification in a cell.
A further preferred embodiment of the present invention relates to the kit of this invention, wherein (i) said at least one first biomarker is selected from a gene, mRNA or protein of the m6A methyltransferase complex (m6A-MTC), an m6A reader protein, and an m6A eraser protein, and preferably is METTL3, METTL14, WTAP, VIRMA, RBM15, ZC3H13, YTHDF1, YTHDF2, YTHDF3, FTO, KIAA1429, CBLL1, RBM15, and/or ALKBH5s; and/or (ii) wherein said at least one second biomarker is selected from a gene, mRNA or protein of ELP1/IKBKAP, ELP2, ELP3, ELP4, ELP5, ELP6, CTU1, CTU2, MOCS3, URM1, and/or ALKBH8.
Particularly preferred is the above kit, wherein said at least one second biomarker (ii) comprises a panel of CTU1, CTU2, MOCS3, and URM1, and/or wherein said at least one second biomarker (ii) consists of a panel of CTU1, CTU2, MOCS3, and URM1.
One preferred embodiment of the invention pertains to the above described kit, comprising one or more antibodies, derivatives, or antigenic fragments thereof, for the detection of (i) at least one of a protein of the m6A methyltransferase complex (m6A-MTC), an m6A reader protein, and an m6A eraser protein, preferably of METTL3, METTL14, WTAP, VIRMA, RBM15, ZC3H13, YTHDF1, YTHDF2, YTHDF3, FTO, KIAA1429, CBLL1, RBM15, and/or ALKBH5s; and/or comprising one or more antibodies, derivatives, or antigenic fragments thereof, for the detection of (ii) at least one of ELP1/IKBKAP, ELP2, ELP3, ELP4, ELP5, ELP6, CTU1, CTU2, MOCS3, URM1, and/or ALKBH8.
The kits of the invention may have many applications. For example, the kits can be used to differentiate if a subject has a certain disease, condition or disorder, such as cancer, in particular breast cancer, such as metastatic breast cancer, or CTC positive breast cancer, or has a negative diagnosis, thus aiding a certain diagnosis. In another example, the kits can be used to identify compounds that modulate expression of the biomarkers in in vitro disease cell models and/or in in vivo animal models, such as in, e.g., breast cancer cells or in vivo animal models for, e.g., breast cancer.
Optionally, the kit can further comprise instructions for suitable operational parameters in the form of a label or a separate insert. For example, the kit may have standard instructions informing a consumer how to wash the probe after a sample of plasma is contacted on the probe.
In another embodiment, a kit comprises (a) an antibody that specifically binds to a marker; and (b) a detection reagent. Such kits can be prepared from the materials described above, and the previous discussion regarding the materials (e.g., antibodies, detection reagents, immobilized supports, etc.) is fully applicable to this section and need not be repeated.
In either embodiment, the kit may optionally further comprise a standard or control information so that the test sample can be compared with the control information standard to determine if the test amount of a marker detected in a sample is a diagnostic amount consistent with a diagnosis of a disease, condition or disorder, such as cancer, preferably breast cancer. Such antibodies are known in the art and are commercially available.
Preferably, the kit of the invention is a kit for performing a method in accordance with the present invention comprising means for quantifying the level, mutation status, and/or activity of at least one first biomarker indicative and/or selective for the status and/or activity of the pathway regulating N6-methyladenosine (m6A) mRNA modification in a cell in a biological sample, and comprising means for quantifying the level, mutation status, and/or activity of at least one second biomarker indicative and/or selective for the status and/or activity of the pathway regulating 5-methoxycarbonylmethyl-2-thiouridine (mcm5s2U)-tRNA modification in a cell in the biological sample.
The object of the present invention is solved in a further aspect by the use of antibodies, derivatives, or antigenic fragments thereof, directed to any one of the protein biomarkers selected from the m6A methyltransferase complex (m6A-MTC), an m6A reader protein, an m6A eraser protein, and a thiolation factor, preferably METTL3, METTL14, WTAP, VIRMA, RBM15, ZC3H13, YTHDF1, YTHDF2, YTHDF3, FTO, KIAA1429, CBLL1, RBM15, ALKBH5s, ELP1/IKBKAP, ELP2, ELP3, ELP4, ELP5, ELP6, CTU1, CTU2, MOCS3, URM1, and/or ALKBH8, in the performance of a method according to this invention.
Yet another aspect of this invention relates to an in vitro or in vivo method for screening a modulator of the level of m6A mRNA modification and/or mcm5s2U tRNA modification in a biological cell, the method comprising the steps of:
In one aspect, the screening of the invention may be performed in a cell-culture or an animal model, for example a mouse or rat breast cancer model. In said screening method, preferably the use of an animal suffering from a certain disease, such as breast cancer, is included. The progression of the disease, such as breast cancer, in said model based on the biomarkers of the present invention may be monitored in response to contacting said model with a candidate breast cancer therapeutic or therapeutic regime. Therefore, a use is preferred wherein in said screening method a test-compound causes a decrease of the amount of said at least one biomarker, said test-compound is a candidate to be used as a therapeutic molecule for the disease, such as breast cancer.
The above method may be further used to test for therapeutics which are effective in other diseases and/or other cancer types. Therefore, this alternative embodiment comprises diseases and cancers which are not breast cancer, but other diseases and other cancers, preferably other epithelial cancers. Epithelial cancers as mentioned above are preferred.
A further preferred embodiment of the present invention relates to the above-described method for screening a modulator of the level of m6A mRNA modification and/or mcm5s2U tRNA modification in a biological cell, wherein step (d) comprises determining the level of m6A mRNA modification and/or mcm5s2U tRNA modification in the biological test cell.
One preferred embodiment of the invention pertains to the above described method for screening a modulator of the level of m6A mRNA modification and/or mcm5s2U tRNA modification in a biological cell, wherein the biological test cell has a differential ratio of (i) a level of at least one gene, mRNA or protein regulating an m6A-mRNA modification compared to (ii) a gene, mRNA or protein regulating a mcm5s2U-tRNA modification.
Further preferred is a method, wherein the biological test cell has a differential ratio of N6-methyladenosine (m6A)-modified mRNA compared to the level of 5-methoxycarbonylmethyl-2-thiouridine (mcm5s2U)-modified tRNA.
One additionally preferred embodiment of the invention pertains to the above described method for screening a modulator of the level of m6A mRNA modification and/or mcm5s2U tRNA modification in a biological cell, wherein (i) said at least one first biomarker is selected from a gene, mRNA or protein of the m6A methyltransferase complex (m6A-MTC), an m6A reader protein, and an m6A eraser protein, and preferably is METTL3, METTL14, WTAP, VIRMA, RBM15, ZC3H13, YTHDF1, YTHDF2, YTHDF3, FTO, KIAA1429, CBLL1, RBM15, and/or ALKBH5s; and/or (ii) wherein said at least one second biomarker is selected from a gene, mRNA or protein of ELP1/IKBKAP, ELP2, ELP3, ELP4, ELP5, ELP6, CTU1, CTU2, MOCS3, URM1, and/or ALKBH8.
Yet another preferred embodiment of the invention pertains to the above described method for screening a modulator of the level of m6A mRNA modification and/or mcm5s2U tRNA modification in a biological cell, wherein said candidate compound as identified targets the expression and/or activity of a gene, mRNA or protein of the m6A methyltransferase complex (m6A-MTC), an m6A reader protein, an m6A eraser protein, a thiolation factor, the elongator complex, or other gene, mRNA or protein associated with mcm5s2U.
Further preferred is a method, wherein a mcm5s2U modification in a tRNA is determined using an assay for determining a γ-toxin endonuclease activity or a translational infidelity-induced protein.
One preferred embodiment of the invention pertains to the above described method for screening a modulator of the level of m6A mRNA modification and/or mcm5s2U tRNA modification in a biological cell, wherein said candidate compound as identified is selected from a small molecular compound, a polypeptide, a peptide, a glycoprotein, a peptidomimetic, an antigen binding construct (for example, an antibody, an antibody-like molecule or other antigen binding derivative, or an antigen binding fragment thereof), a nucleic acid, such as a DNA or RNA, for example an antisense or inhibitory DNA or RNA, a ribozyme, an RNA or DNA aptamer, RNAi, siRNA, shRNA and the like, including variants or derivatives thereof such as a peptide nucleic acid (PNA), a genetic construct for targeted gene editing, such as a CRISPR/Cas9 construct and/or a guide nucleic acid (gRNA or gDNA) and/or tracrRNA.
One preferred embodiment of the invention pertains to the above described method for screening a modulator of the level of m6A mRNA modification and/or mcm5s2U tRNA modification in a biological cell, wherein said candidate compound as identified is capable of treating a disease, condition or disorder, wherein said disease is selected from cancer, a viral disease, a cardiac disease, a neurodegenerative disease, a disease associated with oxidative stress, and other diseases that show a differential level, mutation status, and/or activity of the pathway regulating N6-methyladenosine (m6A) mRNA modification in a cell, and/or that shows a differential level, mutation status, and/or activity of the pathway regulating 5-methoxycarbonylmethyl-2-thiouridine (mcm5s2U)-tRNA modification in a cell.
Further preferred is the above method, wherein said cancer is selected from melanoma, glioblastoma, breast cancer, endometrial cancer, Acute Myeloid Leukemia (AML), lung cancer, bladder cancer, hepatocellular cancer, medulloblastoma, kidney cancer, liver cancer, head and neck cancer, prostate cancer, pancreatic cancer, stomach cancer, colon cancer, thyroid cancer, esophageal cancer, brain cancer, colorectal cancer, gastric cancer, cervical cancer, ovarian cancer, cancer of the urinary tract, renal cancer, and carcinoma, preferably wherein said cancer is melanoma, glioblastoma, breast cancer, endometrial cancer, Acute Myeloid Leukemia (AML), lung cancer, bladder cancer, hepatocellular cancer, medulloblastoma, a tumor that shows a differential level, mutation status, and/or activity of the pathway regulating N6-methyladenosine (m6A) mRNA modification in a cell, and/or a tumor that shows a differential level, mutation status, and/or activity of the pathway regulating 5-methoxycarbonylmethyl-2-thiouridine (mcm5s2U)-tRNA modification in a cell.
A further aspect of this invention, which can be combined with any of the other aspects and/or specific embodiments of this invention, relates to the use of a compound, or a kit according to this invention in the prevention, treatment and/or diagnosis of a disease, condition or disorder, such as cancer, in particular for the prevention, treatment and/or diagnosis of the recurrence of said disease, condition or disorder, such as cancer recurrence.
Yet another aspect of this invention, which can be combined with any of the other aspects or specific embodiments of this invention, relates to a method of treating a disease, condition or disorder in a patient, comprising a method according to this invention, and treating and/or preventing the disease, condition or disorder, or the recurrence of said disease, condition or disorder in said patient.
One preferred embodiment of the invention pertains to the above described method of treatment, wherein said disease, condition or disorder is treated by increasing or decreasing the level, mutation status, and/or activity of m6A-modified mRNA, and/or wherein said disease, condition or disorder is treated by increasing or decreasing the level, mutation status, and/or activity of mcm5s2U-modified tRNA.
Further preferred is a method, comprising the administration to the subject a therapeutically effective amount of a compound which specifically reduces or enhances the level, mutation status, and/or activity of mcm5s2U and/or m6A.
One additionally preferred embodiment of the invention pertains to the above described method, wherein said treatment comprises administration to said subject a compound as screened according to the method for screening a modulator of the level of m6A mRNA modification and/or mcm5s2U tRNA modification in a biological cell of this invention, as described above.
One preferred embodiment of the invention pertains to the above described method, wherein said disease, condition or disorder is cancer, a viral disease, a cardiac disease, a neurodegenerative disease, a disease associated with oxidative stress, and/or other diseases that show a differential level, mutation status, and/or activity of the pathway regulating N6-methyladenosine (m6A) mRNA modification in a cell, and/or that show a differential level, mutation status, and/or activity of the pathway regulating 5-methoxycarbonylmethyl-2-thiouridine (mcm5s2U)-tRNA modification in a cell, wherein said cancer is selected from melanoma, glioblastoma, breast cancer, endometrial cancer, Acute Myeloid Leukemia (AML), lung cancer, bladder cancer, hepatocellular cancer, medulloblastoma, kidney cancer, liver cancer, head and neck cancer, prostate cancer, pancreatic cancer, stomach cancer, colon cancer, thyroid cancer, esophageal cancer, brain cancer, colorectal cancer, gastric cancer, cervical cancer, ovarian cancer, cancer of the urinary tract, renal cancer, and carcinoma, preferably wherein said cancer is melanoma, glioblastoma, breast cancer, endometrial cancer, Acute Myeloid Leukemia (AML), lung cancer, bladder cancer, hepatocellular cancer, medulloblastoma, a tumor that shows a differential level, mutation status, and/or activity of the pathway regulating N6-methyladenosine (m6A) mRNA modification in a cell, and/or a tumor that shows a differential level, mutation status, and/or activity of the pathway regulating 5-methoxycarbonylmethyl-2-thiouridine (mcm5s2U)-tRNA modification in a cell.
Yet another aspect of this invention, which can be combined with any of the other aspects or specific embodiments of this invention, relates to a compound for use in the treatment of a disease, condition or disorder, wherein said disease, condition or disorder is characterized by a differential level, mutation status, and/or activity of the pathway regulating N6-methyladenosine (m6A) mRNA modification in a cell, and/or that show a differential level, mutation status, and/or activity of the pathway regulating 5-methoxycarbonylmethyl-2-thiouridine (mcm5s2U)-tRNA modification in a cell.
A further aspect of this invention, which can be combined with any of the other aspects or specific embodiments of this invention, relates to a compound for use in the treatment of a disease, condition or disorder, wherein the compound specifically reduces or enhances the level, mutation status, and/or activity of a gene, mRNA or protein regulating N6-methyladenosine (m6A) mRNA modification in a cell, and/or a gene, mRNA or protein regulating 5-methoxycarbonylmethyl-2-thiouridine (mcm5s2U)-tRNA modification in a cell, preferably wherein said disease, condition or disorder is characterized by a differential level, mutation status, and/or activity of the pathway regulating N6-methyladenosine (m6A) mRNA modification in a cell, and/or that show a differential level, mutation status, and/or activity of the pathway regulating 5-methoxycarbonylmethyl-2-thiouridine (mcm5s2U)-tRNA modification in a cell.
Importantly, m6A is linked to various cancers, including glioblastoma, acute myeloid leukemia, bladder cancer and hepatocellular carcinoma. Moreover, mcm5s2U is linked to multiple cancers including breast cancer, medulloblastoma and melanoma. However, currently no small molecule that specifically targets mcm5s2U biogenesis is available. Furthermore, the elongator complex is a valuable drug target not only in mcm5s2U-dependent cancers. Thus, small molecules that directly target the elongator complex may provide drug leads according to this invention for mcm5s2U-dependent cancers, such as breast cancer, medulloblastoma and melanoma, and they also hold potential for a combination therapy that enables precise manipulation of the m6A/mcm5s2U balance. Also, the elongator complex is a valuable drug target not only in mcm5s2U-dependent cancers, but also in those linked to m6A. Thus, small molecules that directly target the elongator complex provide promising drug leads for mcm5s2U-dependent conditions and diseases. According to this invention, compounds that modulate mcm5s2U or m6A, or a combination therapy for modulation of both mcm5s2U and m6A, could allow precise manipulation of the balance between m6A and mcm5s2U, and, thereby, treat various conditions, diseases and disorders.
Another aspect of this invention, which can be combined with any of the other aspects or specific embodiments of this invention, relates to the use of a compound according to this invention, for the manufacture of a medicament for the treatment of a disease, condition or disorder.
Yet another aspect of this invention, which can be combined with any of the other aspects or specific embodiments of this invention, relates to a method for treating a subject suffering from a disease, condition or disorder associated with an abnormal level of m6A mRNA modification and/or mcm5s2U tRNA modification, preferably associated with an abnormal ratio of m6A mRNA modification and/or mcm5s2U tRNA modification, in a cell associated with the disease, condition or disorder, the method comprising the steps of administering to the subject in need of a treatment a therapeutically effective amount of a modulator of m6A mRNA modification and/or mcm5s2U tRNA modification.
The terms “of the [present] invention”, “in accordance with the invention”, “according to the invention” and the like, as used herein are intended to refer to all aspects and embodiments of the invention described and/or claimed herein.
As used herein, the term “comprising” is to be construed as encompassing both “including” and “consisting of”, both meanings being specifically intended, and hence individually disclosed embodiments in accordance with the present invention. Where used herein, “and/or” is to be taken as specific disclosure of each of the two specified features or components with or without the other. For example, “A and/or B” is to be taken as specific disclosure of each of (i) A, (ii) B and (iii) A and B, just as if each is set out individually herein. In the context of the present invention, the terms “about” and “approximately” denote an interval of accuracy that the person skilled in the art will understand to still ensure the technical effect of the feature in question. The term typically indicates deviation from the indicated numerical value by ±20%, ±15%, 10%, and for example ±5%. As will be appreciated by the person of ordinary skill, the specific such deviation for a numerical value for a given technical effect will depend on the nature of the technical effect. For example, a natural or biological technical effect may generally have a larger such deviation than one for a man-made or engineering technical effect. As will be appreciated by the person of ordinary skill, the specific such deviation for a numerical value for a given technical effect will depend on the nature of the technical effect. For example, a natural or biological technical effect may generally have a larger such deviation than one for a man-made or engineering technical effect. Where an indefinite or definite article is used when referring to a singular noun, e.g. “a”, “an” or “the”, this includes a plural of that noun unless something else is specifically stated.
It is to be understood that application of the teachings of the present invention to a specific problem or environment, and the inclusion of variations of the present invention or additional features thereto (such as further aspects and embodiments), will be within the capabilities of one having ordinary skill in the art in light of the teachings contained herein.
Unless context dictates otherwise, the descriptions and definitions of the features set out above are not limited to any particular aspect or embodiment of the invention and apply equally to all aspects and embodiments which are described.
All references, patents, and publications cited herein are hereby incorporated by reference in their entirety.
The figures show:
The sequences of SEQ ID Nos: 1 to 18 show various possible DRACH-motifs:
Certain aspects and embodiments of the invention will now be illustrated by way of example and with reference to the description, figures and a table set out herein. Such examples of the methods, uses and other aspects of the present invention are representative only, and should not be taken to limit the scope of the present invention to only such representative examples.
The examples show:
To understand the functions of m6A epitranscriptomic gene regulation, the inventors used transcriptional shutoff datasets, and calculated decay rates by linear regression of log-transformed expression data over time. Where available, the inventors used preprocessed expression values (table 1). Otherwise, raw sequencing data was used to determine expression by alignment and read counting or microarray data was obtained from GEO (see table 1). In case preprocessed data contained more than one measurement per gene (i.e. different isoforms of probes), the gene average was used. Because only relative decay rates were analyzed, spike-in normalization was omitted. For SLAM-Seq data analysis, published conversion rates (see table 1) were averaged per gene and decay rates. Stabilization upon METTL3 KO or emetine treatment was determined by subtracting WT from KO decay rates or control from emetine decay rates, respectively.
The inventors focused on analyzing the third position of codons, because m6A sites at the third codon position are more conserved between mouse and human. This position also has the highest DRACH methylation rate, and ribosome pauses are strongest. The third position of a codon is further special, as it tolerates non-Watson/Crick (“wobble”) base pairing with the tRNA anticodon to enable the degeneracy of the genetic code. Intriguingly, modified nucleotides in the tRNA anticodon often modulate wobble decoding and can influence tRNA selection.
A tRNA anticodon nucleotide modification that juxtaposes adenosines at the wobble position is mcm5s2U. tRNAs that are modified by mcm5s2U decode codons AAA, CAA and GAA in yeast and humans. Recently, it was shown that in humans AGA is also decoded by an mcm5s2U-modified tRNA. The inventors hypothesized that mcm5s2U could be involved in decoding m6A-modified AAA, GAA and AGA codons. To test whether mcm5s2U is involved in decoding m6A, the inventors generated HEK293 cell lines in which IKBKAP or CTU2 were knocked out using CRISPR to efficiently deplete mcm5s2U.
The inventors then used ribosome profiling to determine A-site occupancies, classifying DRACH codons into m6A-modified and unmodified codons. Raw sequencing data was trimmed for the appropriate adapter with flexbar and aligned with STAR. Reads with a length of 28, 29 or 30 nt were used. Offsets of RPF 5′-ends to A-site codons were determined by analyzing RPF 5′-end coverage at start and stop codons and were found to be 15 nt for all datasets analyzed. Normalized A-site coverages were calculated for all nucleotides in the transcriptome. For this, a z-score normalization of the raw counts was performed in a window of −60 nt to +60 nt surrounding the position of interest. For codons, the normalized A-site coverage at position 1 (i.e. of ribosomes translating it in-frame) was used. For window coverage plots, the average z-scores at each position are plotted.
Raw sequencing data was combined, and the full dataset was aligned with STAR and deduplicated with UMI-tools. Alignment was performed in end-to-end mode to assess intra-read distribution of C to T transitions, but the first two positions were excluded for m6A site calling. Transitions were determined with Rsamtools pileup and m6A-sites were called by requiring at least 2 transitions and a transition rate between 4% and 40%. For each m6A-modified codon, the inventors selected the nearest unmethylated codon of the same type in the same CDS. This was done separately for unmethylated codons that either are in a DRACH motif or not. The inventors did not exclude m6A sites for which no matching codon in the same CDS could be found, but the fraction of these sites is small.
Upon analyzing ELP1/IKBKAP and CTU2 knockout cells, the inventors found that A-site occupancies did not change for most codons in IKBKAP and CTU2 knockout cells (
Thus, the inventors discovered a mechanism by which m6A connects nuclear mRNA processing to tRNA decoding. The inventors found that the amount of m6A that is deposited in the protein coding sequence (CDS) of an mRNA correlates with the length of the exons in this region, and CDS m6A leads to the slow decoding of a subset of modified codons in vivo. However, when m6A is at the wobble position, decoding can be facilitated by the tRNA anticodon modification 5-methoxycarbonylmethyl-2-thiouridine (mcm5s2U), thereby revealing an unanticipated link between the mRNA and tRNA epitranscriptomes. The m6A-mcm5s2U-system controls mRNA half-life in a translation-dependent manner and thus connects the exon-intron architecture of mRNAs to their turnover.
The inventors analyzed 24 cancer types with mutations in at least one of the biogenesis pathway components of the m6A biogenesis pathway, the carboxymethylation (mcmSU) biogenesis pathway, and the thiolation (mcm5s2U) biogenesis pathway (
The inventors used genes involved in the biogenesis of m6A and mcm5s2U to calculate expression signatures of m6A and mcm5s2U (
The inventors found that the m6A/mcm5s2U signature gene expression ratio can be used to group diseases, conditions or disorders into the following groups:
The control is preferably a cohort-intrinsic reference sample. The inventors found that if the m6A/mcm5s2U signature gene expression ratio is such that the result is indicative for:
Therefore, a particularly preferred embodiment of this invention relates to the use of an mcm5S2U inhibitor in the treatment and/or prevention of bladder cancer, breast cancer, esophagus cancer, lung cancer, and thyroid cancer. Most preferably, said cancer to be treated is breast cancer.
The inventors further found that if the m6A/mcm5s2U signature gene expression ratio is such that the result is indicative for
Thus, the inventors discovered that cells balance the expression of m6A and mcm5s2U biogenesis machineries and failure to do so is associated with particular diseases, such as cancer, suggesting that the m6A/mcm5s2U axis has evolved as an epitranscriptomic mechanism to regulate gene expression and control cell differentiation. In healthy human tissues, the expression of biogenesis factors for m6A and mcm5s2U is highly correlated. Most importantly, CRISPR gene-dependency data shows that cancer cells that depend on m6A biogenesis factors also require mcm5s2U biogenesis factors and vice-versa. These results suggest that the m6A- and mcm5s2U-epitranscriptomes are intricately balanced; thus, modification of the tRNA anticodon with mcm5s2U is counteracting an imbalance of m6A, and vice versa.
A scatterplot of m6A and mcm5s2U expression signature in the TCGA melanoma cohort (SKCM) shows, that m6A and mcm5s2U expression signatures predict melanoma survival (
The inventors further used different mcm5s2U (“s2U”)/m6A biogenesis factor gene pair expression ratios to predict overall survival in the METABRIC and SCANB breast cancer cohorts (
The inventors used the combined m6A/mcm5s2U signature to probe cancer cell line vulnerabilities. Analysis of genome-wide CRISPR1 gene dependencies revealed an enrichment of EGFR signaling pathway components in cell lines with a high m6A/mcm5s2U signature (
The inventors analyzed whether tumor somatic mutations in m6A and mcm5s2U biogenesis pathways are associated with different overall survival in TCGA cancer cohorts. However, the results show that tumor somatic mutations in m6A and mcm5s2U biogenesis pathways are not associated with significantly different overall survival in general (
The references are:
| Number | Date | Country | Kind |
|---|---|---|---|
| 20186398.2 | Jul 2020 | EP | regional |
| Filing Document | Filing Date | Country | Kind |
|---|---|---|---|
| PCT/EP2021/069952 | 7/16/2021 | WO |
