Methods for quantitating small RNA molecules

Information

  • Patent Grant
  • 8071306
  • Patent Number
    8,071,306
  • Date Filed
    Wednesday, July 18, 2007
    18 years ago
  • Date Issued
    Tuesday, December 6, 2011
    14 years ago
Abstract
In one aspect, the present invention provides methods for amplifying a microRNA molecule to produce DNA molecules. The methods each include the steps of: (a) using primer extension to make a DNA molecule that is complementary to a target microRNA molecule; and (b) using a universal forward primer and a reverse primer to amplify the DNA molecule to produce amplified DNA molecules. In some embodiments of the method, at least one of the forward primer and the reverse primer comprise at least one locked nucleic acid molecule.
Description
FIELD OF THE INVENTION

The present invention relates to methods of amplifying and quantitating small RNA molecules.


BACKGROUND OF THE INVENTION

RNA interference (RNAi) is an evolutionarily conserved process that functions to inhibit gene expression (Bernstein et al. (2001), Nature 409:363-6; Dykxhoorn et al. (2003) Nat. Rev. Mol. Cell. Biol. 4:457-67). The phenomenon of RNAi was first described in Caenorhabditis elegans, where injection of double-stranded RNA (dsRNA) led to efficient sequence-specific gene silencing of the mRNA that was complementary to the dsRNA (Fire et al. (1998) Nature 391:806-11). RNAi has also been described in plants as a phenomenon called post-transcriptional gene silencing (PTGS), which is likely used as a viral defense mechanism (Jorgensen (1990) Trends Biotechnol. 8:340-4; Brigneti et al. (1998) EMBO J. 17:6739-46; Hamilton & Baulcombe (1999) Science 286:950-2).


An early indication that the molecules that regulate PTGS were short RNAs processed from longer dsRNA was the identification of short 21 to 22 nucleotide dsRNA derived from the longer dsRNA in plants (Hamilton & Baulcombe (1999) Science 286:950-2). This observation was repeated in Drosophila embryo extracts where long dsRNA was found processed into 21-25 nucleotide short RNA by the RNase III type enzyme, Dicer (Elbashir et al. (2001) Nature 411:494-8; Elbashir et al. (2001) EMBO J. 20:6877-88; Elbashir et al. (2001) Genes Dev. 15:188-200). These observations led Elbashir et al. to test if synthetic 21-25 nucleotide synthetic dsRNAs function to specifically inhibit gene expression in Drosophila embryo lysates and mammalian cell culture (Elbashir et al. (2001) Nature 411:494-8; Elbashir et al. (2001) EMBO J. 20:6877-88; Elbashir et al. (2001) Genes Dev. 15:188-200). They demonstrated that small interfering RNAs (siRNAs) had the ability to specifically inhibit gene expression in mammalian cell culture without induction of the interferon response.


These observations led to the development of techniques for the reduction, or elimination, of expression of specific genes in mammalian cell culture, such as plasmid-based systems that generate hairpin siRNAs (Brummelkamp et al. (2002) Science 296:550-3; Paddison et al. (2002) Genes Dev. 16:948-58; Paddison et al. (2002) Proc. Natl. Acad. Sci. U.S.A. 99:1443-8; Paul et al. 2002) Nat. Biotechnol. 20:404-8). siRNA molecules can also be introduced into cells, in vivo, to inhibit the expression of specific proteins (see, e.g., Soutschek, J., et al., Nature 432 (7014):173-178 (2004)).


siRNA molecules have promise both as therapeutic agents for inhibiting the expression of specific proteins, and as targets for drugs that affect the activity of siRNA molecules that function to regulate the expression of proteins involved in a disease state. A first step in developing such therapeutic agents is to measure the amounts of specific siRNA molecules in different cell types within an organism, and thereby construct an “atlas” of siRNA expression within the body. Additionally, it will be useful to measure changes in the amount of specific siRNA molecules in specific cell types in response to a defined stimulus, or in a disease state.


Short RNA molecules are difficult to quantitate. For example, with respect to the use of PCR to amplify and measure the small RNA molecules, most PCR primers are longer than the small RNA molecules, and so it is difficult to design a primer that has significant overlap with a small RNA molecule, and that selectively hybridizes to the small RNA molecule at the temperatures used for primer extension and PCR amplification reactions.


SUMMARY OF THE INVENTION

In one aspect, the present invention provides methods for amplifying a microRNA molecule to produce cDNA molecules. The methods include the steps of: (a) producing a first DNA molecule that is complementary to a target microRNA molecule using primer extension; and (b) amplifying the first DNA molecule to produce amplified DNA molecules using a universal forward primer and a reverse primer. In some embodiments of the method, at least one of the forward primer and the reverse primer comprise at least one locked nucleic acid molecule. It will be understood that, in the practice of the present invention, typically numerous (e.g., millions) of individual microRNA molecules are amplified in a sample (e.g., a solution of RNA molecules isolated from living cells).


In another aspect, the present invention provides methods for measuring the amount of a target microRNA in a sample from a living organism. The methods of this aspect of the invention include the step of measuring the amount of a target microRNA molecule in a multiplicity of different cell types within a living organism, wherein the amount of the target microRNA molecule is measured by a method including the steps of: (1) producing a first DNA molecule complementary to the target microRNA molecule in the sample using primer extension; (2) amplifying the first DNA molecule to produce amplified DNA molecules using a universal forward primer and a reverse primer; and (3) measuring the amount of the amplified DNA molecules. In some embodiments of the method, at least one of the forward primer and the reverse primer comprise at least one locked nucleic acid molecule.


In another aspect, the invention provides nucleic acid primer molecules consisting of sequence SEQ ID NO:1 to SEQ ID NO: 499, as shown in TABLE 1, TABLE 2, TABLE 6, and TABLE 7. The primer molecules of the invention can be used as primers for detecting mammalian microRNA target molecules, using the methods of the invention described herein.


In another aspect, the present invention provides kits for detecting at least one mammalian target microRNA, the kits comprising one or more primer sets specific for the detection of a target microRNA, each primer set comprising (1) an extension primer for producing a cDNA molecule complementary to a target microRNA, (2) a universal forward PCR primer for amplifying the cDNA molecule and (3) a reverse PCR primer for amplifying the cDNA molecule. The extension primer comprises a first portion that hybridizes to the target microRNA molecule and a second portion that includes a hybridization sequence for a universal forward PCR primer. The reverse PCR primer comprises a sequence selected to hybridize to a portion of the cDNA molecule. In some embodiments of the kit, at least one of the universal forward and reverse primers include at least one locked nucleic acid molecule. The kits of the invention may be used to practice various embodiments of the methods of the invention.


The present invention is useful, for example, for quantitating specific microRNA molecules within different types of cells in a living organism, or, for example, for measuring changes in the amount of specific microRNAs in living cells in response to a stimulus (e.g., in response to administration of a drug).





BRIEF DESCRIPTION OF THE DRAWINGS

The foregoing aspects and many of the attendant advantages of this invention will become more readily appreciated as the same become better understood by reference to the following detailed description, when taken in conjunction with the accompanying drawings, wherein:



FIG. 1 shows a flow chart of a representative method of the present invention;



FIG. 2 graphically illustrates the standard curves for assays specific for the detection of microRNA targets miR-95 and miR-424 as described in EXAMPLE 3;



FIG. 3A is a histogram plot showing the expression profile of miR-1 across a panel of total RNA isolated from twelve tissues as described in EXAMPLE 5;



FIG. 3B is a histogram plot showing the expression profile of miR-124 across a panel of total RNA isolated from twelve tissues as described in EXAMPLE 5; and



FIG. 3C is a histogram plot showing the expression profile of miR-150 across a panel of total RNA isolated from twelve tissues as described in EXAMPLE 5.





DETAILED DESCRIPTION OF THE PREFERRED EMBODIMENT

In accordance with the foregoing, in one aspect, the present invention provides methods for amplifying a microRNA molecule to produce cDNA molecules. The methods include the steps of: (a) using primer extension to make a DNA molecule that is complementary to a target microRNA molecule; and (b) using a universal forward primer and a reverse primer to amplify the DNA molecule to produce amplified DNA molecules. In some embodiments of the method, at least one of the universal forward primer and the reverse primer comprises at least one locked nucleic acid molecule.


As used herein, the term “locked nucleic acid molecule” (abbreviated as LNA molecule) refers to a nucleic acid molecule that includes a 2′-O,4′-C-methylene-β-D-ribofuranosyl moiety. Exemplary 2′-O,4′-C-methylene-β-D-ribofuranosyl moieties, and exemplary LNAs including such moieties, are described, for example, in Petersen, M., and Wengel, J., Trends in Biotechnology 21(2):74-81 (2003) which publication is incorporated herein by reference in its entirety.


As used herein, the term “microRNA” refers to an RNA molecule that has a length in the range of from 21 nucleotides to 25 nucleotides. Some microRNA molecules (e.g., siRNA molecules) function in living cells to regulate gene expression.


Representative Method of the Invention. FIG. 1 shows a flowchart of a representative method of the present invention. In the method represented in FIG. 1, a microRNA is the template for synthesis of a complementary first DNA molecule. The synthesis of the first DNA molecule is primed by an extension primer, and so the first DNA molecule includes the extension primer and newly synthesized DNA (represented by a dotted line in FIG. 1). The synthesis of DNA is catalyzed by reverse transcriptase.


The extension primer includes a first portion (abbreviated as FP in FIG. 1) and a second portion (abbreviated as SP in FIG. 1). The first portion hybridizes to the microRNA target template, and the second portion includes a nucleic acid sequence that hybridizes with a universal forward primer, as described infra.


A quantitative polymerase chain reaction is used to make a second DNA molecule that is complementary to the first DNA molecule. The synthesis of the second DNA molecule is primed by the reverse primer that has a sequence that is selected to specifically hybridize to a portion of the target first DNA molecule. Thus, the reverse primer does not hybridize to nucleic acid molecules other than the first DNA molecule. The reverse primer may optionally include at least one LNA molecule located within the portion of the reverse primer that does not overlap with the extension primer. In FIG. 1, the LNA molecules are represented by shaded ovals.


A universal forward primer hybridizes to the 3′ end of the second DNA molecule and primes synthesis of a third DNA molecule. It will be understood that, although a single microRNA molecule, single first DNA molecule, single second DNA molecule, single third DNA molecule and single extension, forward and reverse primers are shown in FIG. 1, typically the practice of the present invention uses reaction mixtures that include numerous copies (e.g., millions of copies) of each of the foregoing nucleic acid molecules.


The steps of the methods of the present invention are now considered in more detail.


Preparation of microRNA Molecules Useful as Templates. microRNA molecules useful as templates in the methods of the invention can be isolated from any organism (e.g., eukaryote, such as a mammal) or part thereof, including organs, tissues, and/or individual cells (including cultured cells). Any suitable RNA preparation that includes microRNAs can be used, such as total cellular RNA.


RNA may be isolated from cells by procedures that involve lysis of the cells and denaturation of the proteins contained therein. Cells of interest include wild-type cells, drug-exposed wild-type cells, modified cells, and drug-exposed modified cells.


Additional steps may be employed to remove some or all of the DNA. Cell lysis may be accomplished with a nonionic detergent, followed by microcentrifugation to remove the nuclei and hence the bulk of the cellular DNA. In one embodiment, RNA is extracted from cells of the various types of interest using guanidinium thiocyanate lysis followed by CsCl centrifugation to separate the RNA from DNA (see, Chirgwin et al., 1979, Biochemistry 18:5294-5299). Separation of RNA from DNA can also be accomplished by organic extraction, for example, with hot phenol or phenol/chloroform/isoamyl alcohol.


If desired, RNase inhibitors may be added to the lysis buffer. Likewise, for certain cell types, it may be desirable to add a protein denaturation/digestion step to the protocol.


The sample of RNA can comprise a multiplicity of different microRNA molecules, each different microRNA molecule having a different nucleotide sequence. In a specific embodiment, the microRNA molecules in the RNA sample comprise at least 100 different nucleotide sequences. In other embodiments, the microRNA molecules of the RNA sample comprise at least 500, 1,000, 5,000, 10,000, 20,000, 30,000, 40,000, 50,000, 60,000, 70,000, 80,000 90,000, or 100,000 different nucleotide sequences.


The methods of the invention may be used to detect the presence of any microRNA. For example, the methods of the invention can be used to detect one or more of the microRNA targets described in a database such as “the miRBase sequence database” as described in Griffith-Jones et al. (2004), Nucleic Acids Research 32:D109-D111, and Griffith-Jones et al. (2006), Nucleic Acids Research 34:D140-D144, which is publically accessible on the World Wide Web at the Wellcome Trust Sanger Institute website. A list of exemplary microRNA targets is also described in the following references: Lagos-Quintana et al., Curr. Biol. 12(9):735-9 (2002).


Synthesis of DNA Molecules Using microRNA Molecules As Templates. In the practice of the methods of the invention, first DNA molecules are synthesized that are complementary to the microRNA target molecules, and that are composed of an extension primer and newly synthesized DNA (wherein the extension primer primes the synthesis of the newly synthesized DNA). Individual first DNA molecules can be complementary to a whole microRNA target molecule, or to a portion thereof; although typically an individual first DNA molecule is complementary to a whole microRNA target molecule. Thus, in the practice of the methods of the invention, a population of first DNA molecules is synthesized that includes individual DNA molecules that are each complementary to all, or to a portion, of a target microRNA molecule.


The synthesis of the first DNA molecules is catalyzed by reverse transcriptase. Any reverse transcriptase molecule can be used to synthesize the first DNA molecules, such as those derived from Moloney murine leukemia virus (MMLV-RT), avian myeloblastosis virus (AMV-RT), bovine leukemia virus (BLV-RT), Rous sarcoma virus (RSV) and human immunodeficiency virus (HIV-RT). A reverse transcriptase lacking RNaseH activity (e.g., SUPERSCRIPT III™ sold by Invitrogen, 1600 Faraday Avenue, P.O. Box 6482, Carlsbad, Calif. 92008) is preferred in order to minimize the amount of double-stranded cDNA synthesized at this stage. The reverse transcriptase molecule should also preferably be thermostable so that the DNA synthesis reaction can be conducted at as high a temperature as possible, while still permitting hybridization of primer to the microRNA target molecules.


Priming the Synthesis of the First DNA Molecules. The synthesis of the first DNA molecules is primed using an extension primer. Typically, the length of the extension primer is in the range of from 10 nucleotides to 100 nucleotides, such as 20 to 35 nucleotides. The nucleic acid sequence of the extension primer is incorporated into the sequence of each, synthesized, DNA molecule. The extension primer includes a first portion that hybridizes to a portion of the microRNA molecule. Typically the first portion of the extension primer includes the 3′-end of the extension primer. The first portion of the extension primer typically has a length in the range of from 6 nucleotides to 20 nucleotides, such as from 10 nucleotides to 12 nucleotides. In some embodiments, the first portion of the extension primer has a length in the range of from 3 nucleotides to 25 nucleotides.


The extension primer also includes a second portion that typically has a length of from 18 to 25 nucleotides. For example, the second portion of the extension primer can be 20 nucleotides long. The second portion of the extension primer is located 5′ to the first portion of the extension primer. The second portion of the extension primer includes at least a portion of the hybridization site for the universal forward primer. For example, the second portion of the extension primer can include all of the hybridization site for the universal forward primer, or, for example, can include as little as a single nucleotide of the hybridization site for the universal forward primer (the remaining portion of the hybridization site for the forward primer can, for example, be located in the first portion of the extension primer). An exemplary nucleic acid sequence of a second portion of an extension primer is 5′ CATGATCAGCTGGGCCAAGA 3′ (SEQ ID NO:1).


Amplification of the DNA Molecules. In the practice of the methods of the invention, the first DNA molecules are enzymatically amplified using the polymerase chain reaction. A universal forward primer and a reverse primer are used to prime the polymerase chain reaction. The reverse primer includes a nucleic acid sequence that is selected to specifically hybridize to a portion of a first DNA molecule.


The reverse primer typically has a length in the range of from 10 nucleotides to 100 nucleotides. In some embodiments, the reverse primer has a length in the range of from 12 nucleotides to 20 nucleotides. The nucleotide sequence of the reverse primer is selected to hybridize to a specific target nucleotide sequence under defined hybridization conditions. The reverse primer and extension primer are both present in the PCR reaction mixture, and so the reverse primer should be sufficiently long so that the melting temperature (Tm) is at least 50° C., but should not be so long that there is extensive overlap with the extension primer which may cause the formation of “primer dimers.” “Primer dimers” are formed when the reverse primer hybridizes to the extension primer, and uses the extension primer as a substrate for DNA synthesis, and the extension primer hybridizes to the reverse primer, and uses the reverse primer as a substrate for DNA synthesis. To avoid the formation of “primer dimers,” typically the reverse primer and the extension primer are designed so that they do not overlap with each other by more than 6 nucleotides. If it is not possible to make a reverse primer having a Tm of at least 50° C., and wherein the reverse primer and the extension primer do not overlap by more than 6 nucleotides, then it is preferable to lengthen the reverse primer (since Tm usually increases with increasing oligonucleotide length) and decrease the length of the extension primer.


The reverse primer primes the synthesis of a second DNA molecule that is complementary to the first DNA molecule. The universal forward primer hybridizes to the portion of the second DNA molecule that is complementary to the second portion of the extension primer which is incorporated into all of the first DNA molecules. The universal forward primer primes the synthesis of third DNA molecules. The universal forward primer typically has a length in the range of from 16 nucleotides to 100 nucleotides. In some embodiments, the universal forward primer has a length in the range of from 16 nucleotides to 30 nucleotides. The universal forward primer may include at least one locked nucleic acid molecule. In some embodiments, the universal forward primer includes from 1 to 25 locked nucleic acid molecules. The nucleic acid sequence of an exemplary universal forward primer is set forth in SEQ ID NO:13.


In general, the greater the number of amplification cycles during the polymerase chain reaction, the greater the amount of amplified DNA that is obtained. On the other hand, too many amplification cycles (e.g., more than 35 amplification cycles) may result in spurious and unintended amplification of non-target double-stranded DNA. Thus, in some embodiments, a desirable number of amplification cycles is between one and 45 amplification cycles, such as from one to 25 amplification cycles, or such as from five to 15 amplification cycles, or such as ten amplification cycles.


Use of LNA Molecules and Selection of Primer Hybridization Conditions. Hybridization conditions are selected that promote the specific hybridization of a primer molecule to the complementary sequence on a substrate molecule. With respect to the hybridization of a 12 nucleotide first portion of an extension primer to a microRNA, it has been found that specific hybridization occurs at a temperature of 50° C. Similarly, it has been found that hybridization of a 20 nucleotide universal forward primer to a complementary DNA molecule, and hybridization of a reverse primer (having a length in the range of from 12-20 nucleotides, such as from 14-16 nucleotides) to a complementary DNA molecule occurs at a temperature of 50° C. By way of example, it is often desirable to design extension, reverse and universal forward primers that each have a hybridization temperature in the range of from 50° C. to 60° C.


In some embodiments, LNA molecules can be incorporated into at least one of the extension primer, reverse primer, and universal forward primer to raise the Tm of one, or more, of the foregoing primers to at least 50° C. Incorporation of an LNA molecule into the portion of the reverse primer that hybridizes to the target first DNA molecule, but not to the extension primer, may be useful because this portion of the reverse primer is typically no more than 10 nucleotides in length. For example, the portion of the reverse primer that hybridizes to the target first DNA molecule, but not to the extension primer, may include at least one locked nucleic acid molecule (e.g., from 1 to 25 locked nucleic acid molecules). In some embodiments, two or three locked nucleic acid molecules are included within the first 8 nucleotides from the 5′ end of the reverse primer.


The number of LNA residues that must be incorporated into a specific primer to raise the Tm to a desired temperature mainly depends on the length of the primer and the nucleotide composition of the primer. A tool for determining the effect on Tm of one or more LNAs in a primer is available on the Internet Web site of Exiqon, Bygstubben 9, DK-2950 Vedbaek, Denmark.


Although one or more LNAs can be included in any of the primers used in the practice of the present invention, it has been found that the efficiency of synthesis of cDNA is low if an LNA is incorporated into the extension primer. While not wishing to be bound by theory, LNAs may inhibit the activity of reverse transcriptase.


Detecting and Measuring the Amount of the Amplified DNA Molecules. The amplified DNA molecules can be detected and quantitated by the presence of detectable marker molecules, such as fluorescent molecules. For example, the amplified DNA molecules can be detected and quantitated by the presence of a dye (e.g., SYBR green) that preferentially or exclusively binds to double stranded DNA during the PCR amplification step of the methods of the present invention. For example, Molecular Probes, Inc. (29851 Willow Creek Road, Eugene, Oreg. 97402) sells quantitative PCR reaction mixtures that include SYBR green dye. By way of further example, another dye (referred to as “BEBO”) that can be used to label double stranded DNA produced during real-time PCR is described by Bengtsson, M., et al., Nucleic Acids Research 31(8):e45 (Apr. 15, 2003), which publication is incorporated herein by reference. Again by way of example, a forward and/or reverse primer that includes a fluorophore and quencher can be used to prime the PCR amplification step of the methods of the present invention. The physical separation of the fluorophore and quencher that occurs after extension of the labeled primer during PCR permits the fluorophore to fluoresce, and the fluorescence can be used to measure the amount of the PCR amplification products. Examples of commercially available primers that include a fluorophore and quencher include Scorpion primers and Uniprimers, which are both sold by Molecular Probes, Inc.


Representative Uses of the Present Invention. The present invention is useful for producing cDNA molecules from microRNA target molecules. The amount of the DNA molecules can be measured which provides a measurement of the amount of target microRNA molecules in the starting material. For example, the methods of the present invention can be used to measure the amount of specific microRNA molecules (e.g., specific siRNA molecules) in living cells. Again by way of example, the present invention can be used to measure the amount of specific microRNA molecules (e.g., specific siRNA molecules) in different cell types in a living body, thereby producing an “atlas” of the distribution of specific microRNA molecules within the body. Again by way of example, the present invention can be used to measure changes in the amount of specific microRNA molecules (e.g., specific siRNA molecules) in response to a stimulus, such as in response to treatment of a population of living cells with a drug.


Thus, in another aspect, the present invention provides methods for measuring the amount of a target microRNA in a multiplicity of different cell types within a living organism (e.g., to make a microRNA “atlas” of the organism). The methods of this aspect of the invention each include the step of measuring the amount of a target microRNA molecule in a multiplicity of different cell types within a living organism, wherein the amount of the target microRNA molecule is measured by a method comprising the steps of: (1) using primer extension to make a DNA molecule complementary to the target microRNA molecule isolated from a cell type of a living organism; (2) using a universal forward primer and a reverse primer to amplify the DNA molecule to produce amplified DNA molecules, and (3) measuring the amount of the amplified DNA molecules. In some embodiments of the methods, at least one of the forward primer and the reverse primer comprises at least one locked nucleic acid molecule. The measured amounts of amplified DNA molecules can, for example, be stored in an interrogatable database in electronic form, such as on a computer-readable medium (e.g., a floppy disc).


In some embodiments, the methods may be used to discriminate between two or more mammalian target microRNA that have a similar sequence in a sample from a living organism, the method comprising the steps of: (a) producing a first DNA molecule that is complementary to the first microRNA molecule using a first extension primer specific to the first microRNA molecule; (b) amplifying the first DNA molecule to produce a first population of amplified DNA molecules using a universal forward primer and a first reverse primer; (c) producing a second DNA molecule that is complementary to the second microRNA molecule using a second extension primer specific to the second microRNA molecule; (d) amplifying the second DNA molecule to produce a second population of amplified DNA molecules using a universal forward primer and a second reverse primer; (e) measuring the amount of the first and second population of amplified DNA molecules, wherein the first and second extension primers or the first and second reverse primers differ by one or more nucleotides in the portion that is complementary to the target microRNA. This method may be used to discriminate between microRNA targets that differ by one, two, three or more nucleotides, by designing the gene-specific region of the first and second extension primers to hybridize to the region of the microRNA targets that are not identical.


In another aspect, the invention provides nucleic acid primer molecules consisting of sequence SEQ ID NO:1 to SEQ ID NO: 499, as shown in TABLE 1, TABLE 2, TABLE 6, and TABLE 7. The primer molecules of the invention can be used as primers for detecting mammalian microRNA target molecules, using the methods of the invention described herein.


In another aspect, the invention provides sets of nucleic acid primers consisting of SEQ ID NO:500 to SEQ ID NO: 965, as shown in TABLE 8. The sets of primer molecules of the invention can be used for the detection of microRNA target molecules from human, mouse, and rat, using the methods of the invention described herein.


In another aspect, the present invention provides kits for detecting at least one mammalian target microRNA, the kits comprising one or more primer sets specific for the detection of a target microRNA, each primer set comprising (1) an extension primer for producing a cDNA molecule complementary to a target microRNA, (2) a universal forward PCR primer, and (3) a reverse PCR primer for amplifying the cDNA molecule. The extension primer comprises a first portion that hybridizes to the target microRNA molecule and a second portion that includes a hybridization sequence for a universal forward PCR primer. The reverse PCR primer comprises a sequence selected to hybridize to a portion of the cDNA molecule. In some embodiments of the kits, at least one of the universal forward and reverse primers includes at least one locked nucleic acid molecule.


The extension primer, universal forward and reverse primers for inclusion in the kit may be designed to detect any mammalian target microRNA in accordance with the methods described herein. Nonlimiting examples of human target microRNA target molecules and exemplary target-specific extension primers and reverse primers are listed below in TABLE 1, TABLE 2, and TABLE 6. Nonlimiting examples of murine target microRNA target molecules and exemplary target-specific extension primers and reverse primers are listed below in TABLE 7. A nonlimiting example of a universal forward primer is set forth as SEQ ID NO: 13.


In certain embodiments, the kit includes a set of primers comprising an extension primer, reverse and universal forward primers for a selected target microRNA molecule that each have a hybridization temperature in the range of from 50° C. to 60° C.


In certain embodiments, the kit includes a plurality of primer sets that may be used to detect a plurality of mammalian microRNA targets, such as two microRNA targets up to several hundred microRNA targets.


In certain embodiments, the kit comprises one or more primer sets capable of detecting at least one or more of the following human microRNA target templates: of miR-1, miR-7, miR-9*, miR-10a, miR-10b, miR-15a, miR-15b, miR-16, miR-17-3p, miR-17-5p, miR-18, miR-19a, miR-19b, miR-20, miR-21, miR-22, miR-23a, miR-23b, miR-24, miR-25, miR-26a, miR-26b, miR-27a, miR-28, miR-29a, miR-29b, miR-29c, miR-30a-5p, miR-30b, miR-30c, miR-30d, miR-30e-5p, miR-30e-3p, miR-31, miR-32, miR-33, miR-34a, miR-34b, miR-34c, miR-92, miR-93, miR-95, miR-96, miR-98, miR-99a, miR-99b, miR-100, miR-101, miR-103, miR-105, miR-106a, miR-107, miR-122, miR-122a, miR-124, miR-124, miR-124a, miR-125a, miR-125b, miR-126, miR-126*, miR-127, miR-128a, miR-128b, miR-129, miR-130a, miR-130b, miR-132, miR-133a, miR-133b, miR-134, miR-135a, miR-135b, miR-136, miR-137, miR-138, miR-139, miR-140, miR-141, miR-142-3p, miR-143, miR-144, miR-145, miR-146, miR-147, miR-148a, miR-148b, miR-149, miR-150, miR-151, miR-152, miR-153, miR-154*, miR-154, miR-155, miR-181a, miR-181b, miR-181c, miR-182*, miR-182, miR-183, miR-184, miR-185, miR-186, miR-187, miR-188, miR-189, miR-190, miR-191, miR-192, miR-193, miR-194, miR-195, miR-196a, miR-196b, miR-197, miR-198, miR-199a*, miR-199a, miR-199b, miR-200a, miR-200b, miR-200c, miR-202, miR-203, miR-204, miR-205, miR-206, miR-208, miR-210, miR-211, miR-212, miR-213, miR-213, miR-214, miR-215, miR-216, miR-217, miR-218, miR-220, miR-221, miR-222, miR-223, miR-224, miR-296, miR-299, miR-301, miR-302a*, miR-302a, miR-302b*, miR-302b, miR-302d, miR-302c*, miR-302c, miR-320, miR-323, miR-324-3p, miR-324-5p, miR-325, miR-326, miR-328, miR-330, miR-331, miR-337, miR-338, miR-339, miR-340, miR-342, miR-345, miR-346, miR-363, miR-367, miR-368, miR-370, miR-371, miR-372, miR-373*, miR-373, miR-374, miR-375, miR-376b, miR-378, miR-379, miR-380-5p, miR-380-3p, miR-381, miR-382, miR-383, miR-410, miR-412, miR-422a, miR-422b, miR-423, miR-424, miR-425, miR-429, miR-431, miR-448, miR-449, miR-450, miR-451, let7a, let7b, let7c, let7d, let7e, let7f, let7g, let7i, miR-376a, and miR-377. The sequences of the above-mentioned microRNA targets are provided in “the miRBase sequence database” as described in Griffith-Jones et al. (2004), Nucleic Acids Research 32:D109-D111, and Griffith-Jones et al. (2006), Nucleic Acids Research 34:D140-D144, which is publically accessible on the World Wide Web at the Wellcome Trust Sanger Institute website.


Exemplary primers for use in accordance with this embodiment of the kit are provided in TABLE 1, TABLE 2, and TABLE 6 below.


In another embodiment, the kit comprises one or more primer sets capable of detecting at least one or more of the following human microRNA target templates: miR-1, miR-7, miR-10b, miR-26a, miR-26b, miR-29a, miR-30e-3p, miR-95, miR-107, miR-141, miR-143, miR-154*, miR-154, miR-155, miR-181a, miR-181b, miR-181c, miR-190, miR-193, miR-194, miR-195, miR-202, miR-206, miR-208, miR-212, miR-221, miR-222, miR-224, miR-296, miR-299, miR-302c*, miR-302c, miR-320, miR-339, miR363, miR-376b, miR379, miR410, miR412, miR424, miR429, miR431, miR449, miR451, let7a, let7b, let7c, let7d, let7e, let7f, let7g, and let7i. Exemplary primers for use in accordance with this embodiment of the kit are provided in TABLE 1, TABLE 2, and TABLE 6 below.


In another embodiment, the kit comprises one or more primer sets capable of detecting at least one or more of the following human, mouse or rat microRNA target templates: miR-1, miR-9, miR-18b, miR-20b, miR-92b, miR-146b, miR-181d, miR-193b, miR-194, miR-206, miR-291a-3p, miR-291b-3p, miR-301b, miR-329, miR-346, miR-351, miR-362, miR-362-3p, miR-369-5p, miR-384, miR-409-3p, miR-409-5p, miR-425-5p, miR-449b, miR-455, miR-483, miR-484, miR-485-3p, miR-485-5p, miR-486, miR-487b, miR-488, miR-489, miR-490, miR-491, miR-493-3p, miR-494, miR-495, miR-497, miR-499, miR-500, miR-501, miR-503, miR-505, miR-519a, miR-519b, miR-519c, miR-519d, miR-520a, miR-520b, miR-520d, miR-520e, miR-520f, miR-532, miR-539, miR-542-3p, miR-542-5p, miR-615, miR-652, miR-668, miR-671, miR-675-5p, miR-699, miR-721, and miR-758.


Exemplary primers for use in accordance with this embodiment of the kit are provided in TABLE 8.


In another embodiment, the kit comprises at least one oligonucleotide primer selected from the group consisting of SEQ ID NO: 2 to SEQ ID NO: 493, as shown in TABLE 1, TABLE 2, TABLE 6, and TABLE 7.


In another embodiment, the kit comprises at least one oligonucleotide primer selected from the group consisting of SEQ ID NO: 47, 48, 49, 50, 55, 56, 81, 82, 83, 84, 91, 92, 103, 104, 123, 124, 145, 146, 193, 194, 197, 198, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 239, 240, 247, 248, 253, 254, 255, 256, 257, 258, 277, 278, 285, 286, 287, 288, 293, 294, 301, 302, 309, 310, 311, 312, 315, 316, 317, 318, 319, 320, 333, 334, 335, 336, 337, 338, 359, 360, 369, 370, 389, 390, 393, 394, 405, 406, 407, 408, 415, 416, 419, 420, 421, 422, 425, 426, 429, 430, 431, 432, 433, 434, 435, 436, 437, 438, 439, 440, 441, 442, 443, 444, 461 and 462, as shown in TABLE 6.


In another embodiment, the kit comprises at least one oligonucleotide primer selected from the group consisting of SEQ ID NO: 500 to SEQ ID NO: 965, as shown in TABLE 8.


A kit of the invention can also provide reagents for primer extension and amplification reactions. For example, in some embodiments, the kit may further include one or more of the following components: a reverse transcriptase enzyme, a DNA polymerase enzyme, a Tris buffer, a potassium salt (e.g., potassium chloride), a magnesium salt (e.g., magnesium chloride), a reducing agent (e.g., dithiothreitol), and deoxynucleoside triphosphates (dNTPs).


In various embodiments, the kit may include a detection reagent such as SYBR green dye or BEBO dye that preferentially or exclusively binds to double stranded DNA during a PCR amplification step. In other embodiments, the kit may include a forward and/or reverse primer that includes a fluorophore and quencher to measure the amount of the PCR amplification products.


The kit optionally includes instructions for using the kit in the detection and quantitation of one or more mammalian microRNA targets. The kit can also be optionally provided in a suitable housing that is preferably useful for robotic handling in a high throughput manner.


The following examples merely illustrate the best mode now contemplated for practicing the invention, but should not be construed to limit the invention.


Example 1

This Example describes a representative method of the invention for producing DNA molecules from microRNA target molecules.


Primer extension was conducted as follows (using InVitrogen SuperScript III® reverse transcriptase and following the guidelines that were provided with the enzyme). The following reaction mixture was prepared on ice:

    • 1 μl of 10 mM dNTPs
    • 1 μl of 2 μM extension primer
    • 1-5 μl of target template
    • 4 μl of “5×cDNA buffer”
    • 1 μl of 0.1 M DTT
    • 1 μl of RNAse OUT
    • 1 μl of SuperScript III® enzyme
    • water to 20 μl


The mixture was incubated at 50° C. for 30 minutes, then 85° C. for 5 minutes, then cooled to room temperature and diluted 10-fold with TE (10 mM Tris, pH 7.6, 0.1 mM EDTA).


Real-time PCR was conducted using an ABI 7900 HTS detection system (Applied Biosystems, Foster City, Calif., U.S.A.) by monitoring SYBR® green fluorescence of double-stranded PCR amplicons as a function of PCR cycle number. A typical 10 μl PCR reaction mixture contained:

    • 5 μl of 2×SYBR® green master mix (ABI)
    • 0.8 μl of 10 μM universal forward primer
    • 0.8 μl of 10 μM reverse primer
    • 1.4 μl of water
    • 2.0 μl of target template (10-fold diluted RT reaction)


The reaction was monitored through 40 cycles of standard “two cycle” PCR (95° C.-15 sec, 60° C.-60 sec) and the fluorescence of the PCR products was measured.


The foregoing method was successfully used in eleven primer extension PCR assays for quantitation of endogenous microRNAs present in a sample of total RNA. The DNA sequences of the extension primers, the universal forward primer sequence, and the LNA substituted reverse primers, used in these 11 assays are shown in TABLE 1.













TABLE 1









SEQ


Target
Primer
Primer

ID


microRNA
number
Name
DNA sequence (5′ to 3′)
NO















gene-specific extension_primers1











humanb let7a
357
let7aP4

CATGATCAGCTGGGCCAAGAAACTATACAACCT

2


human miR-1
337
miR1P5

CATGATCAGCTGGGCCAAGATACATACTTCT

3


human miR-15a
344
miR15aP3

CATGATCAGCTGGGCCAAGACACAAACCATTATG

4


human miR-16
351
miR16P2

CATGATCAGCTGGGCCAAGACGCCAATATTTACGT

5


human miR-21
342
miR21P6

CATGATCAGCTGGGCCAAGATCAACATCAGT

6


human miR-24
350
miR24P5

CATGATCAGCTGGGCCAAGACTGTTCCTGCTG

7


human miR-122
222
122-E5F

CATGATCAGCTGGGCCAAGAACAAACACCATTGTCA

8


human miR-124
226
124-E5F

CATGATCAGCTGGGCCAAGATGGCATTCACCGCGTG

9


human miR-143
362
miR143P5

CATGATCAGCTGGGCCAAGATGAGCTACAGTG

10


human miR-145
305
miR145P2

CATGATCAGCTGGGCCAAGAAAGGGATTCCTGGGAA

11


human miR-155
367
miR155P3

CATGATCAGCTGGGCCAAGACCCCTATCACGAT

12










universal forward primer












230
E5F
CATGATCAGCTGGGCCAAGA
13










RNA species-specific reverse primers2











human let7a
290
miRlet7a-
TG+AGGT+AGTAGGTTG
14




1, 2, 3R




human miR-1
285
miR1-1, 2R
TG+GAA+TG+TAAAGAAGTA
15


human miR-15a
287
miR15aR
TAG+CAG+CACATAATG
16


human miR-16
289
miR16-1, 2R
T+AGC+AGCACGTAAA
17


human miR-21
286
miR21R
T+AG+CT+TATCAGACTGAT
18


human miR-24
288
miR24-1, 2R
TGG+CTCAGTTCAGC
19


human miR-122
234
122LNAR
T+G+GAG+TGTGACAA
20


human miR-124
235
124LNAR
T+TAA+GGCACGCG
21


human miR-143
291
miR143R
TG+AGA+TGAAGCACTG
22


human miR-145
314
miR145R2
GT+CCAGTTTTCCCA
23


human miR-155
293
miR155R
T+TAA+TG+CTAATCGTGA
24






1- Universal forward primer binding sites are shown in italics. The overlap with the RNA-specific reverse primers are underlined.




2- LNA molecules are preceded by a “+” . Region of overlap of the reverse primers with the corresponding extension primers are underlined.







The assay was capable of detecting microRNA in a concentration range of from 2 nM to 20 fM. The assays were linear at least up to a concentration of 2 nM of synthetic microRNA (>1,000,000 copies/cell).


Example 2

This Example describes the evaluation of the minimum sequence requirements for efficient primer-extension mediated cDNA synthesis using a series of extension primers for microRNA assays having gene specific regions that range in length from 12 to 3 base pairs.


Primer Extension Reactions. Primer extension was conducted using the target molecules miR-195 and miR-215 as follows. The target templates miR-195 and miR-215 were diluted to 1 nM RNA (100,000 copies/cell) in TE zero plus 100 ng/μl total yeast RNA. A no template control (NTC) was prepared with TE zero plus 100 ng/μl total yeast RNA.


The reverse transcriptase reactions were carried out as follows (using InVitrogen SuperScript III® reverse transcriptase and following the guidelines that were provided with the enzyme) using a series of extension primers for miR-195 (SEQ ID NO: 25-34) and a series of extension primers for miR-215 (SEQ ID NO: 35-44) the sequences of which are shown below in TABLE 2.


The following reaction mixtures were prepared on ice:

    • Set 1: No Template Control
    • 37.5 μl water
    • 12.5 μl of 10 mM dNTPs
    • 12.5 μl 0.1 mM DTT
    • 50 μl of “5×cDNA buffer”
    • 12.5 μl RNAse OUT
    • 12.5 μl Superscript III® reverse transcriptase enzyme
    • 12.5 μl 1 μg/μl Hela cell total RNA (Ambion)
    • plus 50 μl of 2 μM extension primer
    • plus 50 μl TEzero+yeast RNA
    • Set 2: Spike-in Template
    • 37.5 μl water
    • 12.5 μl of 10 mM dNTPs
    • 12.5 μl 0.1 mM DTT
    • 50 μl of “5×cDNA buffer”
    • 12.5 μl RNAse OUT
    • 12.5 μl Superscript III® reverse transcriptase enzyme (InVitrogen)
    • 12.5 μl 1 μg/μl Hela cell total RNA (Ambion)
    • plus 50 μl of 2 μM extension primer
    • plus 50 μl 1 nM RNA target template (miR-195 or miR-215)
    • serially diluted in 10-fold increments


The reactions were incubated at 50° C. for 30 minutes, then 85° C. for 5 minutes, and cooled to 4° C. and diluted 10-fold with TE (10 mM Tris, pH 7.6, 0.1 mM EDTA).


Quantitative Real-Time PCR Reactions. Following reverse transcription, quadruplicate measurements of cDNA were made by quantitative real-time (qPCR) using an ABI 7900 HTS detection system (Applied Biosystems, Foster City, Calif., U.S.A.) by monitoring SYBR® green fluorescence of double-stranded PCR amplicons as a function of PCR cycle number. The following reaction mixture was prepared:

    • 5 μl of 2×SYBR green master mix (ABI)
    • 0.8 μl of 10 μM universal forward primer (SEQ ID NO: 13)
    • 0.8 μl of 10 μM reverse primer (miR-195RP:SEQ ID NO: 45 or
    • miR215RP: SEQ ID NO: 46)
    • 1.4 μl of water
    • 2.0 μl of target template (10-fold diluted miR-195 or miR-215 RT reaction)


Quantitative real-time PCR was performed for each sample in quadruplicate, using the manufacturer's recommended conditions. The reactions were monitored through 40 cycles of standard “two cycle” PCR (95° C.-15 sec, 60° C.-60 sec) and the fluorescence of the PCR products were measured and disassociation curves were generated. The DNA sequences of the extension primers, the universal forward primer sequence, and the LNA substituted reverse primers, used in the miR-195 and miR-215 assays are shown below in TABLE 2. The assay results for miR-195 are shown below in TABLE 3 and the assay results for miR-215 are shown below in TABLE 4.













TABLE 2









SEQ


Target
Primer
Primer

ID


microRNA
number
Name
DNA sequence (5′ to 3′)
NO















gene-specific extension primers1











miR-195
646
mir195-GS1

CATGATCAGCTGGGCCAAGAGCCAATATTTCT

25


miR-195
647
mir195-GS2

CATGATCAGCTGGGCCAAGAGCCAATATTTC

26


miR-195
648
mir195-GS3

CATGATCAGCTGGGCCAAGAGCCAATATTT

27


miR-195
649
mir195-GS4

CATGATCAGCTGGGCCAAGAGCCAATATT

28


miR-195
650
mir195-GS5

CATGATCAGCTGGGCCAAGAGCCAATAT

29


miR-195
651
mir195-GS6

CATGATCAGCTGGGCCAAGAGCCAATA

30


miR-195
652
mir195-GS7

CATGATCAGCTGGGCCAAGAGCCAAT

31


miR-195
653
mir195-GS8

CATGATCAGCTGGGCCAAGAGCCAA

32


miR-195
654
mir195-GS9

CATGATCAGCTGGGCCAAGAGCCA

33


miR-195
655
mir195-GS10

CATGATCAGCTGGGCCAAGAGCC

34


miR-215
656
mir215-GS1

CATGATCAGCTGGGCCAAGAGTCTGTCAATTC

35


miR-215
657
mir215-GS2

CATGATCAGCTGGGCCAAGAGTCTGTCAATT

36


miR-215
658
mir215-GS3

CATGATCAGCTGGGCCAAGAGTCTGTCAAT

37


miR-215
659
mir215-GS4

CATGATCAGCTGGGCCAAGAGTCTGTCAA

38


miR-215
660
mir215-GS5

CATGATCAGCTGGGCCAAGAGTCTGTCA

39


miR-215
661
mir215-GS6

CATGATCAGCTGGGCCAAGAGTCTGTC

40


miR-215
662
mir215-GS7

CATGATCAGCTGGGCCAAGAGTCTGT

41


miR-215
663
mir215-GS8

CATGATCAGCTGGGCCAAGAGTCTG

42


miR-215
664
mir215-GS9

CATGATCAGCTGGGCCAAGAGTCT

43


miR-215
665
mir215-GS10

CATGATCAGCTGGGCCAAGAGTC

44










RNA species-specific reverse primers2











miR-195
442
mir195RP
T+AGC+AGCACAGAAAT
45


miR-215
446
mir215RP
A+T+GA+CCTATGAATTG
146






1- Universal forward primer binding sites are shown in italics.




2- The “+” symbol precedes the LNA molecules.







Results:


The sensitivity of each assay was measured by the cycle threshold (Ct) value which is defined as the cycle count at which fluorescence was detected in an assay containing microRNA target template. The lower this Ct value (e.g. the fewer number of cycles), the more sensitive was the assay. For microRNA samples, it was generally observed that while samples that contain template and no template controls both eventually cross the detection threshold, the samples with template do so at a much lower cycle number. The ΔCt value is the difference between the number of cycles (Ct) between template containing samples and no template controls, and serves as a measure of the dynamic range of the assay. Assays with a high dynamic range allow measurements of very low microRNA copy numbers. Accordingly, desirable characteristics of a microRNA detection assay include high sensitivity (low Ct value) and broad dynamic range (ΔCt≧12) between the signal of a sample containing target template and a no template background control sample.


The results of the miR195 and miR215 assays using extension primers having a gene specific portion ranging in size from 12 nucleotides to 3 nucleotides are shown below in TABLE 3 and TABLE 4, respectively. The results of these experiments unexpectedly demonstrate that gene-specific priming sequences as short as 3 nucleotides exhibit template specific priming. For both the miR-195 assay sets (shown in TABLE 3) and the miR-215 assay sets (shown in TABLE 4), the results demonstrate that the dynamic range (ΔCt) for both sets of assays are fairly consistent for extension primers having gene specific regions that are greater or equal to 8 nucleotides in length. The dynamic range of the assay (ΔCt) begins to decrease for extension primers having gene specific regions below 8 nucleotides, with a reduction in assay specificity below 7 nucleotides in the miR-195 assays, and below 6 nucleotides in the miR-215 assays. A melting point analysis of the miR-215 samples demonstrated that even at 3 nucleotides, there is specific PCR product present in the plus template samples (data not shown). Taken together, these data demonstrate that the gene specific region of extension primers is ideally ≧8 nucleotides, but can be as short as 3 nucleotides in length.









TABLE 3







MIR195 ASSAY RESULTS











Ct: No Template




GS Primer Length
Control
Ct: Plus Template
Δ Ct













12
34.83
20.00
14.82


12
34.19
19.9
14.3


11
40.0
19.8
20.2


10
36.45
21.2
15.2


9
36.40
22.2
14.2


8
40.0
23.73
16.27


7
36.70
25.96
10.73


6
30.95
26.58
4.37


5
30.98
31.71
−0.732


4
32.92
33.28
−0.364


3
35.98
35.38
−0.605





Ct = the cycle count where the fluorescence exceeds the threshold of detection.


ΔCt = the difference between the Ct value with template and no template.













TABLE 4







MIR215 ASSAY RESULTS











Ct: No Template




GS Primer Length
Control
Ct: Plus Template
Δ Ct













12
33.4
13.57
19.83


12
33.93
14.15
19.77


11
35.51
15.76
19.75


10
35.33
15.49
19.84


9
36.02
16.84
19.18


8
35.79
17.07
18.72


7
32.29
17.58
14.71


6
34.38
20.62
13.75


5
34.41
28.65
5.75


4
36.36
33.92
2.44


3
35.09
33.38
1.70





Ct = the cycle count where the fluorescence exceeds the threshold of detection.


ΔCt = the difference between the Ct value with template and no template.






Example 3

This Example describes assays and primer sets designed for quantitative analysis of human microRNA expression patterns.


Primer Design:


microRNA target templates: the sequence of the target templates as described herein are publically available accessible on the World Wide Web at the Wellcome Trust Sanger Institute Web site in the “miRBase sequence database” as described in Griffith-Jones et al. (2004), Nucleic Acids Research 32:D109-D111, and Griffith-Jones et al. (2006), Nucleic Acids Research 34:D140-D144.


Extension primers: gene specific primers for primer extension of a microRNA to form a cDNA followed by quantitative PCR (qPCR) amplification were designed to (1) convert the RNA template into cDNA; (2) to introduce a “universal” PCR binding site (SEQ ID NO:1) to one end of the cDNA molecule; and (3) to extend the length of the cDNA to facilitate subsequent monitoring by qPCR.


Reverse primers: unmodified reverse primers and locked nucleic acid (LNA) containing reverse primers (RP) were designed to quantify the primer-extended, full length cDNA in combination with a generic universal forward primer (SEQ ID NO:13). For the locked nucleic acid containing reverse primers, two or three LNA modified bases were substituted within the first 8 nucleotides from the 5′ end of the reverse primer oligonucleotide, as shown below in the exemplary reverse primer sequences provided in TABLE 6. The LNA base substitutions were selected to raise the predicted Tm of the primer by the highest amount, and the final predicted Tm of the selected primers were specified to be preferably less than or equal to 55° C.


An example describing an assay utilizing an exemplary set of primers the detection of miR-95 and miR-424 is described below.


Primer Extension Reactions: primer extension was conducted using DNA templates corresponding to miR-95 and miR-424 as follows. The DNA templates were diluted to 0 nM, 1 nM, 100 pM, 10 pM, and 1 pM dilutions in TE zero (10 mM Tris pH 7.6, 0.1 mM EDTA) plus 100 ng/μl yeast total RNA (Ambion, Austin, Tex.).


The reverse transcriptase reactions were carried out using the following primers:












Extension primers: (diluted to 500 nM)




miR-95GSP



(SEQ ID NO: 123)



CATGATCAGCTGGGCCAAGATGCTCAATAA







miR-424GSP



(SEQ ID NO: 415)



CATGATCAGCTGGGCCAAGATTCAAAACAT
















Reverse primers: (diluted to 10 mM)




miR-95_RP4



(SEQ ID NO: 124)



TT+CAAC+GGGTATTTATTGA







miR-424RP2



(SEQ ID NO: 416)



C+AG+CAGCAATTCATGTTTT






Reverse Transcription (Per Reaction):


2 μl water


2 μl of “5×cDNA buffer” (InVitrogen, Carlsbad, Calif.)


0.5 μl of 0.1 mM DTT (InVitrogen, Carlsbad, Calif.)


0.5 μl of 10 mM dNTPs (InVitrogen, Carlsbad, Calif.)


0.5 μl RNAse OUT (InVitrogen, Carlsbad, Calif.)


0.5 μl Superscript III® reverse transcriptase enzyme (InVitrogen, Carlsbad, Calif.)


2 μl of extension primer plus 2 μl of template dilution


The reactions were mixed and incubated at 50° C. for 30 minutes, then 85° C. for 5 minutes, and cooled to 4° C. and diluted 10-fold with TE zero.


Quantitative Real-Time PCR Reactions (Per Reaction):

    • 5 μl 2×SYBR mix (Applied Biosystems, Foster City, Calif.)
    • 1.4 μl water
    • 0.8 μl universal primer (CATGATCAGCTGGGCCAAGA (SEQ ID NO: 13))
    • 2.0 μl of diluted reverse transcription (RT) product from above.


Quantitative real-time PCR was performed for each sample in quadruplicate, using the manufacturer's recommended conditions. The reactions were monitored through 40 cycles of standard “two cycle” PCR (95° C.-15 sec, 60° C.-60 sec) and the fluorescence of the PCR products were measured and disassociation curves were generated. The DNA sequences of the extension primers, the universal forward primer sequence, and the LNA substituted reverse primers, used in the representative miR-95 and miR-424 assays as well as primer sets for 212 different human microRNA templates are shown below in TABLE 6. Primer sets for assays requiring extensive testing and design modification to achieve a sensitive assay with a high dynamic range are indicated in TABLE 6 with the symbol # following the primer name.


Results:


TABLE 5 shows the Ct values (averaged from four samples) from the miR-95 and miR-424 assays, which are plotted in the graph shown in FIG. 2. The results of these assays are provided as representative examples in order to explain the significance of the assay parameters shown in TABLE 6 designated as slope (column 6), intercept (column 7) and background (column 8).


As shown in TABLE 5, the Ct value for each template at various concentrations is provided. The Ct values (x-axis) are plotted as a function of template concentration (y-axis) to generate a standard curve for each assay, as shown in FIG. 2. The slope and intercept define the assay measurement characteristics that permit an estimation of number of copies/cell for each microRNA. For example, when the Ct values for 50 μg total RNA input for the miR-95 assay are plotted, a standard curve is generated with a slope and intercept of −0.03569 and 9.655, respectively. When these standard curve parameters are applied to the Ct of an unknown sample (x), they yield log 10 (copies/20 pg total RNA) (y). Because the average cell yields 20 pg of total RNA, these measurements equate to copies of microRNA/cell. The background provides an estimate of the minimum copy number that can be measured in a sample and is computed by inserting the no template control (NTC) value into this equation. In this example, as shown in TABLE 6, miR-95 yields a background of 1.68 copies/20 pg at 50 μg of RNA input.


As further shown in TABLE 6, reverse primers that do not contain LNA may also be used in accordance with the methods of the invention. See, e.g., SEQ ID NO:494-499. The sensitivity and dynamic range of the assays using non-LNA containing reverse primers SEQ ID NO:494-499, yielded similar results to the corresponding assays using LNA-containing reverse primers.









TABLE 5







Ct Values (averaged from four samples)









Template concentration














10 nM
1 nM
0.1 nM
0.01 nM
0.001 nM
NTC
















copies/20 pg
500,000
50,000
5000
500
50



RNA (50 μg input)








copies/20 pg
5,000,000
500,000
50,000
5000
500



RNA (5 μg input)








miR-95
11.71572163
14.17978
17.46353
19.97259
23.33171
27.44383


miR-424
10.47708975
12.76806
15.69251
18.53729
21.56897
23.2813


log 10 (copies
5.698970004
4.69897
3.69897
2.69897
1.69897



for 50 μg input)
















TABLE 6







PRIMERS TO DETECT HUMAN MICRORNA TARGET TEMPLATES








Human











Target
Reverse
Background















micro
Extension

Primer



RNA input















RNA
Primer Name
Extension Primer Sequence
Name
Reverse Primer Sequence
Slope
Intercept
50 ug
5 ug



















miR-1
miR1GSP10#
CATGATCAGCTGGGCCAAGATACATACTTC
miR-1RP#
T+G+GAA+TG+TAAAGAAGT
−0.2758
8.3225
2.44
24.36





SEQ ID NO: 47

SEQ ID NO: 48





miR-7
miR-7GSP10#
CATGATCAGCTGGGCCAAGACAACAAAATC
miR-7_RP6#
T+GGAA+GACTAGTGATTTT
−0.2982
10.435
11.70
116.99




SEQ ID NO: 49

SEQ ID NO: 50





miR-9*
miR-9*GSP
CATGATCAGCTGGGCCAAGAACTTTCGGTT
miR-9*RP
TAAA+GCT+AGATAACCG
−0.2405
8.9145
3.71
37.15




SEQ ID NO: 51

SEQ ID NO: 52





miR-10a
miR-10aGSP
CATGATCAGCTGGGCCAAGACACAAATTCG
miR-10aRP
T+AC+CCTGTAGATCCG
−0.2755
8.6976
0.09
0.94




SEQ ID NO: 53

SEQ ID NO: 54





miR-10b
miR-10b_GSP11#
CATGATCAGCTGGGCCAAGAACAAATTCGGT
miR-10b_RP2#
TA+CCC+TGT+AGAACCGA
−0.3505
8.7109
0.55
5.52




SEQ ID NO: 55

SEQ ID NO: 56





miR-15a
miR-15aGSP
CATGATCAGCTGGGCCAAGACACAAACCAT
miR-15aRP
T+AG+CAGCACATAATG
−0.2831
8.4519
4.40
44.01




SEQ ID NO: 57

SEQ ID NO: 58





miR-15b
miR-15bGSP2
CATGATCAGCTGGGCCAAGATGTAAACCA
miR-15bRP
T+AG+CAGCACATCAT
−0.2903
8.4206
0.18
1.84




SEQ ID NO: 59

SEQ ID NO: 60





miR-16
miR-16GSP2
CATGATCAGCTGGGCCAAGACGCCAATAT
miR-16RP
T+AG+CAGCACGTAAA
−0.2542
9.3689
1.64
16.42




SEQ ID NO: 61

SEQ ID NO: 62





miR-17-3p
miR-17-3pGSP
CATGATCAGCTGGGCCAAGAACAAGTGCCT
miR-17-3pRP
A+CT+GCAGTGAAGGC
−0.2972
8.2625
1.08
10.78




SEQ ID NO: 63

SEQ ID NO: 64





miR-17-5p
miR-17-5pGSP2
CATGATCAGCTGGGCCAAGAACTACCTGC
miR-17-5pRP
C+AA+AGTGCTTACAGTG
−0.2956
7.9101
0.13
1.32




SEQ ID NO: 65

SEQ ID NO: 66





miR-19a
miR-19aGSP2
CATGATCAGCTGGGCCAAGATCAGTTTTG
miR-19aRP
TG+TG+CAAATCTATGC
−0.2984
9.461
0.02
0.23




SEQ ID NO: 67

SEQ ID NO: 68





miR-19b
miR-19bGSP
CATGATCAGCTGGGCCAAGATCAGTTTTGC
miR-19bRP
TG+TG+CAAATCCATG
−0.294
8.1434
2.26
22.55




SEQ ID NO: 69

SEQ ID NO: 70





miR-20
miR-20GSP3
CATGATCAGCTGGGCCAAGACTACCTGC
miR-20RP
T+AA+AGTGCTTATAGTGCA
−0.2979
7.9929
0.16
1.60




SEQ ID NO: 71

SEQ ID NO: 72





miR-21
miR-21GSP2
CATGATCAGCTGGGCCAAGATCAACATCA
miR-21RP
T+AG+CTTATCAGACTGATG
−0.2849
8.1624
1.80
17.99




SEQ ID NO: 73

SEQ ID NO: 74





miR-23a
miR-23aGSP
CATGATCAGCTGGGCCAAGAGGAAATCCCT
miR-23aRP
A+TC+ACATTGCCAGG
−0.3172
9.4253
2.41
24.08




SEQ ID NO: 75

SEQ ID NO: 76





miR-23b
miR-23bGSP
CATGATCAGCTGGGCCAAGAGGTAATCCCT
miR-23bRP
A+TC+ACATTGCCAGG
−0.2944
9.0985
5.39
53.85




SEQ ID NO: 77

SEQ ID NO: 78





miR-25
miR-25GSP
CATGATCAGCTGGGCCAAGATCAGACCGAG
miR-25RP
C+AT+TGCACTTGTCTC
−0.3009
8.2482
1.52
15.19




SEQ ID NO: 79

SEQ ID NO: 80





miR-26a
miR-26aGSP9#
CATGATCAGCTGGGCCAAGAGCCTATCCT
miR-26aRP2#
TT+CA+AGTAATCCAGGAT
−0.2807
8.558
0.26
2.56




SEQ ID NO: 81

SEQ ID NO: 82





miR-26b
miR-26bGSP9#
CATGATCAGCTGGGCCAAGAAACCTATCC
miR-26bRP2#
TT+CA+AGT+AATTCAGGAT
−0.2831
8.7885
0.37
3.67




SEQ ID NO: 83

SEQ ID NO: 84





miR-27a
miR-27aGSP
CATGATCAGCTGGGCCAAGAGCGGAACTTA
miR-27aRP
TT+CA+CAGTGGCTAA
−0.2765
9.5239
5.15
51.51




SEQ ID NO: 85

SEQ ID NO: 86





miR-27b
miR-27bGSP
CATGATCAGCTGGGCCAAGAGCAGAACTTA
miR-27bRP
TT+CA+CAGTGGCTAA
−0.28
9.5483
5.97
59.71




SEQ ID NO: 87

SEQ ID NO: 88





miR-28
miR-28GSP
CATGATCAGCTGGGCCAAGACTCAATAGAC
miR-28RP
A+AG+GAGCTCACAGT
−0.3226
10.071
7.19
71.87




SEQ ID NO: 89

SEQ ID NO: 90





miR-29a
miR-29aGSP8#
CATGATCAGCTGGGCCAAGAAACCGATT
miR-29aRP2#
T+AG+CACCATCTGAAAT
−0.29
8.8731
0.04
0.38




SEQ ID NO: 91

SEQ ID NO: 92





miR-29b
miR-29bGSP2
CATGATCAGCTGGGCCAAGAAACACTGAT
miR-29bRP2
T+AG+CACCATTTGAAATCAG
−0.3162
9.6276
3.56
35.57




SEQ ID NO: 93

SEQ ID NO: 94





miR-30a-5p
miR-30a-5pGSP
CATGATCAGCTGGGCCAAGACTTCCAGTCG
miR-30a-5pRP
T+GT+AAACATCCTCGAC
−0.2772
9.0694
1.92
19.16




SEQ ID NO: 95

SEQ ID NO: 96





miR-30b
miR-30bGSP
CATGATCAGCTGGGCCAAGAAGCTGAGTGT
miR-30bRP
TGT+AAA+CATCCTACACT
−0.2621
8.5974
0.11
1.13




SEQ ID NO: 97

SEQ ID NO: 98





miR-30c
miR-30cGSP
CATGATCAGCTGGGCCAAGAGCTGAGAGTG
miR-30cRP
TGT+AAA+CATCCTACACT
−0.2703
8.699
0.15
1.48




SEQ ID NO: 99

SEQ ID NO: 100





miR-30d
miR-30dGSP
CATGATCAGCTGGGCCAAGACTTCCAGTCG
miR-30dRP
T+GTAAA+CATCCCCG
−0.2506
9.3875
0.23
2.31




SEQ ID NO: 101

SEQ ID NO: 102





miR-30e-3p
miR-30e-GSP9#
CATGATCAGCTGGGCCAAGAGCTGTAAAC
miR-30e-3pRP5#
CTTT+CAGT+CGGATGTTT
−0.325
11.144
6.37
63.70




SEQ ID NO: 103

SEQ ID NO: 104





miR-30e-5p
miR-30e-5pGSP
CATGATCAGCTGGGCCAAGATCCAGTCAAG
miR-30e-5pRP
TG+TAAA+CATCCTTGAC
−0.2732
8.1604
8.50
85.03




SEQ ID NO: 105

SEQ ID NO: 106





miR-31
miR-31GSP
CATGATCAGCTGGGCCAAGACAGCTATGCC
miR-31RP
G+GC+AAGATGCTGGC
−0.3068
8.2605
3.74
37.43




SEQ ID NO: 107

SEQ ID NO: 108





miR-32
miR-32GSP
CATGATCAGCTGGGCCAAGAGCAACTTAGT
miR-32RP
TATTG+CA+CATTACTAAG
−0.2785
8.9581
0.39
3.93




SEQ ID NO: 109

SEQ ID NO: 110





miR-33
miR-33GSP2
CATGATCAGCTGGGCCAAGACAATGCAAC
miR-33RP
G+TG+CATTGTAGTTGC
−0.3031
8.42
2.81
28.14




SEQ ID NO: 111

SEQ ID NO: 112





miR-34a
miR-34aGSP
CATGATCAGCTGGGCCAAGAAACAACCAGC
miR-34aRP
T+GG+CAGTGTCTTAG
−0.3062
9.1522
2.40
23.99




SEQ ID NO: 113

SEQ ID NO: 114





miR-34b
miR-34bGSP
CATGATCAGCTGGGCCAAGACAATCAGCTA
miR-34bRP
TA+GG+CAGTGTCATT
−0.3208
9.054
0.04
0.37




SEQ ID NO: 115

SEQ ID NO: 116





miR-34c
miR-34cGSP
CATGATCAGCTGGGCCAAGAGCAATCAGCT
miR-34cRP
A+GG+CAGTGTAGTTA
−0.2995
10.14
1.08
10.83




SEQ ID NO: 117

SEQ ID NO: 118





miR-92
miR-92GSP
CATGATCAGCTGGGCCAAGACAGGCCGGGA
miR-92RP
T+AT+TGCACTTGTCCC
−0.3012
8.6908
8.92
89.17




SEQ ID NO: 119

SEQ ID NO: 120





miR-93
miR-93GSP
CATGATCAGCTGGGCCAAGACTACCTGCAC
miR-93RP
AA+AG+TGCTGTTCGT
−0.3025
7.9933
4.63
46.30




SEQ ID NO: 121

SEQ ID NO: 122





miR-95
miR_95GSP#
CATGATCAGCTGGGCCAAGATGCTCAATAA
miR-95_RP4#
TT+CAAC+GGGTATTTATTGA
−0.3436
9.655
1.68
16.80




SEQ ID NO: 123

SEQ ID NO: 124





miR-96
miR-96GSP
CATGATCAGCTGGGCCAAGAGCAAAAATGT
miR-96RP
T+TT+GGCACTAGCAC
−0.2968
9.2611
0.00
0.05




SEQ ID NO: 125

SEQ ID NO: 126





miR-98
miR-98GSP
CATGATCAGCTGGGCCAAGAAACAATACAA
miR-98RP
TGA+GGT+AGTAAGTTG
−0.2797
9.5654
1.05
10.48




SEQ ID NO: 127

SEQ ID NO: 128





miR-99a
miR-99aGSP
CATGATCAGCTGGGCCAAGACACAAGATCG
miR-99aRP
A+AC+CCGTAGATCCG
−0.2768
8.781
0.21
2.08




SEQ ID NO: 129

SEQ ID NO: 130





miR-99b
miR-99bGSP
CATGATCAGCTGGGCCAAGACGCAAGGTCG
miR-99bRP
C+AC+CCGTAGAACCG
−0.2747
7.9855
0.25
2.53




SEQ ID NO: 131

SEQ ID NO: 132





miR-100
miR-100GSP
CATGATCAGCTGGGCCAAGACACAAGTTCG
miR-100RP
A+AC+CCGTAGATCCG
−0.2902
8.669
0.04
0.35




SEQ ID NO: 133

SEQ ID NO: 134





miR-101
miR-101GSP
CATGATCAGCTGGGCCAAGACTTCAGTTAT
miR-101RP
TA+CAG+TACTGTGATAACT
−0.3023
8.2976
0.46
4.63




SEQ ID NO: 135

SEQ ID NO: 136





miR-103
miR-103GSP
CATGATCAGCTGGGCCAAGATCATAGCCCT
miR-103RP
A+GC+AGCATTGTACA
−0.3107
8.5776
0.02
0.21




SEQ ID NO: 137

SEQ ID NO: 138





miR-105
miR-105GSP
CATGATCAGCTGGGCCAAGAACAGGAGTCT
miR-105RP
T+CAAA+TGCTCAGACT
−0.2667
8.9832
0.93
9.28




SEQ ID NO: 139

SEQ ID NO: 140





miR-106a
miR-106aGSP
CATGATCAGCTGGGCCAAGAGCTACCTGCA
miR-106aRP
AAA+AG+TGCTTACAGTG
−0.3107
8.358
0.03
0.31




SEQ ID NO: 141

SEQ ID NO: 142





miR-106b
miR-106bGSP
CATGATCAGCTGGGCCAAGAATCTGCACTG
miR-106bRP
T+AAAG+TGCTGACAGT
−0.2978
8.7838
0.10
1.04




SEQ ID NO: 143

SEQ ID NO: 144





miR-107
miR-107GSP8#
CATGATCAGCTGGGCCAAGATGATAGCC
miR-107RP2#
A+GC+AGCATTGTACAG
−0.304
9.1666
0.34
3.41




SEQ ID NO: 145

SEQ ID NO: 146





miR-122a
miR-122aGSP
CATGATCAGCTGGGCCAAGAACAAACACCA
miR-122aRP
T+GG+AGTGTGACAAT
−0.3016
8.1479
0.06
0.58




SEQ ID NO: 147

SEQ ID NO: 148





miR-124a
miR-124aGSP
CATGATCAGCTGGGCCAAGATGGCATTCAC
miR-124aRP
T+TA+AGGCACGCGGT
−0.3013
8.6906
0.56
5.63




SEQ ID NO: 149

SEQ ID NO: 150





miR-125a
miR-125aGSP
CATGATCAGCTGGGCCAAGACACAGGTTAA
miR-125aRP
T+CC+CTGAGACCCTT
−0.2938
8.6754
0.09
0.91




SEQ ID NO: 151

SEQ ID NO: 152





miR-125b
miR-125bGSP
CATGATCAGCTGGGCCAAGATCACAAGTTA
miR-125bRP
T+CC+CTGAGACCCTA
−0.283
8.1251
0.20
1.99




SEQ ID NO: 153

SEQ ID NO: 154





miR-126
miR-126GSP
CATGATCAGCTGGGCCAAGAGCATTATTAC
miR-126RP
T+CG+TACCGTGAGTA
−0.26
8.937
0.18
1.80




SEQ ID NO: 155

SEQ ID NO: 156





miR-126*
miR-126*GSP3
CATGATCAGCTGGGCCAAGACGCGTACC
miR-126*RP
C+ATT+ATTA+CTTTTGGTACG
−0.2969
8.184
3.58
35.78




SEQ ID NO: 157

SEQ ID NO: 158





miR-127
miR-127GSP
CATGATCAGCTGGGCCAAGAAGCCAAGCTC
miR-127RP
T+CG+GATCCGTCTGA
−0.2432
9.1013
1.11
11.13




SEQ ID NO: 159

SEQ ID NO: 160





miR-128a
miR-128aGSP
CATGATCAGCTGGGCCAAGAAAAAGAGACC
miR-128aRP
T+CA+CAGTGAACCGG
−0.2866
8.0867
0.16
1.60




SEQ ID NO: 161

SEQ ID NO: 162





miR-128b
miR-128bGSP
CATGATCAGCTGGGCCAAGAGAAAGAGACC
miR-128bRP
T+CA+CAGTGAACCGG
−0.2923
8.0608
0.07
0.74




SEQ ID NO: 163

SEQ ID NO: 164





miR-129
miR-129GSP
CATGATCAGCTGGGCCAAGAGCAAGCCCAG
miR-129RP
CTTTT+TG+CGGTCTG
−0.2942
9.7731
0.88
8.85




SEQ ID NO: 165

SEQ ID NO: 166





miR-130a
miR-130aGSP
CATGATCAGCTGGGCCAAGAATGCCCTTTT
miR-130aRP
C+AG+TGCAATGTTAAAAG
−0.2943
8.7465
1.28
12.78




SEQ ID NO: 167

SEQ ID NO: 168





miR-130b
miR-130bGSP
CATGATCAGCTGGGCCAAGAATGCCCTTTC
miR-130bRP
C+AG+TGCAATGATGA
−0.2377
9.1403
3.14
31.44




SEQ ID NO: 169

SEQ ID NO: 170





miR-132
miR-132GSP
CATGATCAGCTGGGCCAAGACGACCATGGC
miR-132RP
T+AA+CAGTCTACAGCC
−0.2948
8.1167
0.11
1.13




SEQ ID NO: 171

SEQ ID NO: 172





miR-133a
miR-133aGSP
CATGATCAGCTGGGCCAAGAACAGCTGGTT
miR-133aRP
T+TG+GTCCCCTTCAA
−0.295
9.3679
0.10
1.04




SEQ ID NO: 173

SEQ ID NO: 174





miR-133b
miR-133bGSP
CATGATCAGCTGGGCCAAGATAGCTGGTTG
miR-133bRP
T+TG+GTCCCCTTCAA
−0.3062
8.3649
0.02
0.18




SEQ ID NO: 175

SEQ ID NO: 176





miR-134
miR-134GSP
CATGATCAGCTGGGCCAAGACCCTCTGGTC
miR-134RP
T+GT+GACTGGTTGAC
−0.2965
9.0483
0.14
1.39




SEQ ID NO: 177

SEQ ID NO: 178





miR-135a
miR-135aGSP
CATGATCAGCTGGGCCAAGATCACATAGGA
miR-135aRP
T+AT+GGCTTTTTATTCCT
−0.2914
8.092
1.75
17.50




SEQ ID NO: 179

SEQ ID NO: 180





miR-135b
miR-135bGSP
CATGATCAGCTGGGCCAAGACACATAGGAA
miR-135bRP
T+AT+GGCTTTTCATTCC
−0.2962
7.8986
0.05
0.49




SEQ ID NO: 181

SEQ ID NO: 182





miR-136
miR-136GSP
CATGATCAGCTGGGCCAAGATCCATCATCA
miR-136RP
A+CT+CCATTTGTTTTGATG
−0.3616
10.229
0.68
6.77




SEQ ID NO: 183

SEQ ID NO: 184





miR-137
miR-137GSP
CATGATCAGCTGGGCCAAGACTACGCGTAT
miR-137RP
T+AT+TGCTTAAGAATACGC
−0.2876
8.234
8.57
85.71




SEQ ID NO: 185

SEQ ID NO: 186





miR-138
miR-138GSP2
CATGATCAGCTGGGCCAAGACGGCCTGAT
miR-138RP
A+GC+TGGTGTTGTGA
−0.3023
9.0814
0.22
2.19




SEQ ID NO: 187

SEQ ID NO: 188





miR-139
miR-139GSP
CATGATCAGCTGGGCCAAGAAGACACGTGC
miR-139RP
T+CT+ACAGTGCACGT
−0.2983
8.1141
6.92
69.21




SEQ ID NO: 189

SEQ ID NO: 190





miR-140
miR-140GSP
CATGATCAGCTGGGCCAAGACTACCATAGG
miR-140RP
A+GT+GGTTTTACCCT
−0.2312
8.3231
0.13
1.34




SEQ ID NO: 191

SEQ ID NO: 192





miR-141
miR-141GSP9#
CATGATCAGCTGGGCCAAGACCATCTTTA
miR-141RP2#
TAA+CAC+TGTCTGGTAA
−0.2805
9.6671
0.13
1.26




SEQ ID NO: 193

SEQ ID NO: 194





miR-142-3p
miR-142-3pGSP3
CATGATCAGCTGGGCCAAGATCCATAAA
miR-142-3pRP
TGT+AG+TGTTTCCTACT
−0.2976
8.4046
0.03
0.27




SEQ ID NO: 195

SEQ ID NO: 196





miR-143
miR-143GSP8#
CATGATCAGCTGGGCCAAGATGAGCTAC
miR-143RP2#
T+GA+GATGAAGCACTG
−0.3008
9.2675
0.37
3.71




SEQ ID NO: 197

SEQ ID NO: 198





miR-144
miR-144GSP2
CATGATCAGCTGGGCCAAGACTAGTACAT
miR-144RP
TA+CA+GTAT+AGATGATG
−0.2407
9.4441
0.95
9.52




SEQ ID NO: 199

SEQ ID NO: 200





miR-145
miR-145GSP2
CATGATCAGCTGGGCCAAGAAAGGGATTC
miR-145RP
G+TC+CAGTTTTCCCA
−0.2937
8.0791
0.39
3.86




SEQ ID NO: 201

SEQ ID NO: 202





miR-146
miR-146GSP3
CATGATCAGCTGGGCCAAGAAACCCATG
miR-146RP
T+GA+GAACTGAATTCCA
−0.2861
8.8246
0.08
0.75




SEQ ID NO: 203

SEQ ID NO: 204





miR-147
miR-147GSP
CATGATCAGCTGGGCCAAGAGCAGAAGCAT
miR-147RP
G+TG+TGTGGAAATGC
−0.2989
8.8866
1.65
16.47




SEQ ID NO: 205

SEQ ID NO: 206





miR-148a
miR-148aGSP2
CATGATCAGCTGGGCCAAGAACAAAGTTC
miR-148aRP2
T+CA+GTGCACTACAGAACT
−0.2928
9.4654
1.27
12.65




SEQ ID NO: 207

SEQ ID NO: 208





miR-148b
miR-148bGSP2
CATGATCAGCTGGGCCAAGAACAAAGTTC
miR-148bRP
T+CA+GTGCATCACAG
−0.2982
10.417
0.24
2.44




SEQ ID NO: 209

SEQ ID NO: 210





miR-149
miR-149GSP2
CATGATCAGCTGGGCCAAGAGGAGTGAAG
miR-149RP
T+CT+GGCTCCGTGTC
−0.2996
8.3392
2.15
21.50




SEQ ID NO: 211

SEQ ID NO: 212





miR-150
miR-150GSP3
CATGATCAGCTGGGCCAAGACACTGGTA
miR-150RP
T+CT+CCCAACCCTTG
−0.2943
8.3945
0.06
0.56




SEQ ID NO: 213

SEQ ID NO: 214





miR-151
miR-151GSP2
CATGATCAGCTGGGCCAAGACCTCAAGGA
miR-151RP
A+CT+AGACTGAAGCTC
−0.2975
8.651
0.16
1.60




SEQ ID NO: 215

SEQ ID NO: 216





miR-152
miR-152GSP2
CATGATCAGCTGGGCCAAGACCCAAGTTC
miR-152RP
T+CA+GTGCATGACAG
−0.2741
8.7404
0.33
3.25




SEQ ID NO: 217

SEQ ID NO: 218





miR-153
miR-153GSP2
CATGATCAGCTGGGCCAAGATCACTTTTG
miR-153RP
TTG+CAT+AGTCACAAAA
−0.2723
9.5732
3.32
33.19




SEQ ID NO: 219

SEQ ID NO: 220





miR-154*
miR-154*GSP9#
CATGATCAGCTGGGCCAAGAAATAGGTCA
miR-154*RP2#
AATCA+TA+CACGGTTGAC
−0.3056
8.8502
0.07
0.74




SEQ ID NO: 221

SEQ ID NO: 222





miR-154
miR-154GSP9#
CATGATCAGCTGGGCCAAGACGAAGGCAA
miR-154RP3#
TA+GGTTA+TCCGTGTT
−0.3062
9.3947
0.10
0.96




SEQ ID NO: 223

SEQ ID NO: 224





miR-155
miR-155GSP8#
CATGATCAGCTGGGCCAAGACCCCTATC
miR-155RP2#
TT+AA+TGCTAATCGTGATAGG
−0.3201
8.474
5.49
54.91




SEQ ID NO: 225

SEQ ID NO: 226





miR-181a
miR-181aGSP9#
CATGATCAGCTGGGCCAAGAACTCACCGA
miR-181aRP2#
AA+CATT+CAACGCTGTC
−0.2919
7.968
1.70
17.05




SEQ ID NO: 227

SEQ ID NO: 228





miR-181c
miR-181cGSP9#
CATGATCAGCTGGGCCAAGAACTCACCGA
miR-181cRP2#
AA+CATT+CAACCTGTCG
−0.3102
7.9029
1.08
10.78




SEQ ID NO: 229

SEQ ID NO: 230





miR-182*
miR-182*GSP
CATGATCAGCTGGGCCAAGATAGTTGGCAA
miR-182*RP
T+GG+TTCTAGACTTGC
−0.2978
8.5876
4.25
42.47




SEQ ID NO: 231

SEQ ID NO: 232





miR-182
miR-182GSP2
CATGATCAGCTGGGCCAAGATGTGAGTTC
miR-182RP
TTT+GG+CAATGGTAG
−0.2863
9.0854
1.52
15.20




SEQ ID NO: 233

SEQ ID NO: 234





miR-183
miR-183GSP2
CATGATCAGCTGGGCCAAGACAGTGAATT
miR-183RP
T+AT+GGCACTGGTAG
−0.2774
9.9254
1.95
19.51




SEQ ID NO: 235

SEQ ID NO: 236





miR-184
miR-184GSP2
CATGATCAGCTGGGCCAAGAACCCTTATC
miR-184RP
T+GG+ACGGAGAACTG
−0.2906
7.9585
0.05
0.49




SEQ ID NO: 237

SEQ ID NO: 238





miR-186
miR-186GSP9#
CATGATCAGCTGGGCCAAGAAAGCCCAAA
miR-186RP3#
CA+AA+GAATT+CTCCTTTTGG
−0.2861
8.6152
0.32
3.18




SEQ ID NO: 239

SEQ ID NO: 240





miR-187
miR-187GSP
CATGATCAGCTGGGCCAAGACGGCTGCAAC
miR-187RP
T+CG+TGTCTTGTGTT
−0.2953
7.9329
1.23
12.31




SEQ ID NO: 241

SEQ ID NO: 242





miR-188
miR-188GSP
CATGATCAGCTGGGCCAAGAACCCTCCACC
miR-188RP
C+AT+CCCTTGCATGG
−0.2925
8.0782
8.49
84.92




SEQ ID NO: 243

SEQ ID NO: 244





miR-189
miR-189GSP2
CATGATCAGCTGGGCCAAGAACTGATATC
miR-189RP
G+TG+CCTACTGAGCT
−0.2981
8.8964
0.21
2.08




SEQ ID NO: 245

SEQ ID NO: 246





miR-190
miR-190GSP9#
CATGATCAGCTGGGCCAAGAACCTAATAT
miR-190RP4#
T+GA+TA+TGTTTGATATATTAG
−0.3317
9.8766
0.43
4.34




SEQ ID NO: 247

SEQ ID NO: 248





miR-191
miR-191GSP2
CATGATCAGCTGGGCCAAGAAGCTGCTTT
miR-191RP2
C+AA+CGGAATCCCAAAAG
−0.299
9.0317
0.41
4.07




SEQ ID NO: 249

SEQ ID NO: 250





miR-192
miR-192GSP2
CATGATCAGCTGGGCCAAGAGGCTGTCAA
miR-192RP
C+TGA+CCTATGAATTGAC
−0.2924
9.5012
1.10
10.98




SEQ ID NO: 251

SEQ ID NO: 252





miR-193
miR-193GSP9#
CATGATCAGCTGGGCCAAGACTGGGACTT
miR-193RP2#
AA+CT+GGCCTACAAAG
−0.3183
8.9942
0.17
1.72




SEQ ID NO: 253

SEQ ID NO: 254





miR-194
mir194GSP8#
CATGATCAGCTGGGCCAAGATCCACATG
mir194RP#
TG+TAA+CAGCAACTCCA
−0.3078
8.8045
0.37
3.69




SEQ ID NO: 255

SEQ ID NO: 256





miR-195
miR-195GSP9#
CATGATCAGCTGGGCCAAGAGCCAATATT
miR-195RP3#
T+AG+CAG+CACAGAAATA
−0.2955
10.213
0.76
7.58




SEQ ID NO: 257

SEQ ID NO: 258





miR-196b
miR-196bGSP
CATGATCAGCTGGGCCAAGACCAACAACAG
miR-196bRP
TA+GGT+AGTTTCCTGT
−0.301
8.1641
1.47
14.66




SEQ ID NO: 259

SEQ ID NO: 260





miR-196a
miR-196aGSP
CATGATCAGCTGGGCCAAGACCAACAACAT
miR-196aRP
TA+GG+TAGTTTCATGTTG
−0.2932
8.0448
8.04
80.37




SEQ ID NO: 261

SEQ ID NO: 262





miR-197
miR-197GSP2
CATGATCAGCTGGGCCAAGAGCTGGGTGG
miR-197RP
TT+CA+CCACCTTCTC
−0.289
8.2822
0.71
7.10




SEQ ID NO: 263

SEQ ID NO: 264





miR-198
miR-198GSP3
CATGATCAGCTGGGCCAAGACCTATCTC
miR-198RP
G+GT+CCAGAGGGGAG
−0.2986
8.1359
0.31
3.15




SEQ ID NO: 265

SEQ ID NO: 266





miR-199a*
miR-199a*GSP2
CATGATCAGCTGGGCCAAGAAACCAATGT
miR-199a*RP
T+AC+AGTAGTCTGCAC
−0.3029
9.0509
0.25
2.52




SEQ ID NO: 267

SEQ ID NO: 268





miR-199a
miR-199aGSP2
CATGATCAGCTGGGCCAAGAGAACAGGTA
miR-199aRP
C+CC+AGTGTTCAGAC
−0.3187
9.2268
0.12
1.16




SEQ ID NO: 269

SEQ ID NO: 270





miR-199b
miR-199bGSP
CATGATCAGCTGGGCCAAGAGAACAGATAG
miR-199bRP
C+CC+AGTGTTTAGAC
−0.3165
9.3935
2.00
20.04




SEQ ID NO: 271

SEQ ID NO: 272





miR-200a
miR-200aGSP2
CATGATCAGCTGGGCCAAGAACATCGTTA
miR-200aRP
TAA+CAC+TGTCTGGT
−0.2754
9.1227
0.08
0.78




SEQ ID NO: 273

SEQ ID NO: 274





miR-200b
miR-200bGSP2
CATGATCAGCTGGGCCAAGAGTCATCATT
miR-200bRP
TAATA+CTG+CCTGGTAAT
−0.2935
8.5461
0.08
0.85




SEQ ID NO: 275

SEQ ID NO: 276





miR-202
miR-202GSP10#
CATGATCAGCTGGGCCAAGATTTTCCCATG
miR-202RP#
A+GA+GGTATA+GGGCAT
−0.2684
9.056
0.25
2.48




SEQ ID NO: 277

SEQ ID NO: 278





miR-203
miR-203GSP2
CATGATCAGCTGGGCCAAGACTAGTGGTC
miR-203RP
G+TG+AAATGTTTAGGACC
−0.2852
8.1279
1.60
16.03




SEQ ID NO: 279

SEQ ID NO: 280





miR-204
miR-204GSP2
CATGATCAGCTGGGCCAAGAAGGCATAGG
miR-204RP
T+TC+CCTTTGTCATCC
−0.2925
8.7648
0.16
1.59




SEQ ID NO: 281

SEQ ID NO: 282





miR-205
miR-205GSP
CATGATCAGCTGGGCCAAGACAGACTCCGG
miR-205RP
T+CCTT+CATTCCACC
−0.304
8.2407
9.21
92.15




SEQ ID NO: 283

SEQ ID NO: 284





miR-206
mir206GSP7#
CATGATCAGCTGGGCCAAGACCACACA
miR-206RP#
T+G+GAA+TGTAAGGAAGTGT
−0.2815
8.2206
0.29
2.86




SEQ ID NO: 285

SEQ ID NO: 286





miR-208
miR-208_GSP13#
CATGATCAGCTGGGCCAAGAACAAGCTTTTTGC
miR-208_RP4#
ATAA+GA+CG+AGCAAAAAG
−0.2072
7.9097
57.75
577.52




SEQ ID NO: 287

SEQ ID NO: 288





miR-210
miR-210GSP
CATGATCAGCTGGGCCAAGATCAGCCGCTG
miR-210RP
C+TG+TGCGTGTGACA
−0.2717
8.249
0.18
1.77




SEQ ID NO: 289

SEQ ID NO: 290





miR-211
miR-211GSP2
CATGATCAGCTGGGCCAAGAAGGCGAAGG
miR-211RP
T+TC+CCTTTGTCATCC
−0.2926
8.3106
0.10
1.00




SEQ ID NO: 291

SEQ ID NO: 292





miR-212
miR-212GSP9#
CATGATCAGCTGGGCCAAGAGGCCGTGAC
miR-212RP2#
T+AA+CAGTCTCCAGTCA
−0.2916
8.0745
0.59
5.86




SEQ ID NO: 293

SEQ ID NO: 294





miR-213
miR-213GSP
CATGATCAGCTGGGCCAAGAGGTACAATCA
miR-213RP
A+CC+ATCGACCGTTG
−0.2934
8.1848
2.96
29.59




SEQ ID NO: 295

SEQ ID NO: 296





miR-214
miR-214GSP
CATGATCAGCTGGGCCAAGACTGCCTGTCT
miR-214RP
A+CA+GCAGGCACAGA
−0.2947
7.82
0.84
8.44




SEQ ID NO: 297

SEQ ID NO: 298





miR-215
miR-215GSP2
CATGATCAGCTGGGCCAAGAGTCTGTCAA
miR-215RP
A+TGA+CCTATGAATTGAC
−0.2932
8.9273
1.51
15.05




SEQ ID NO: 299

SEQ ID NO: 300





miR-216
miR-216GSP9#
CATGATCAGCTGGGCCAAGACACAGTTGC
mir216RP#
TAA+TCT+CAGCTGGCA
−0.273
8.5829
0.95
9.50




SEQ ID NO: 301

SEQ ID NO: 302





miR-217
miR-217GSP2
CATGATCAGCTGGGCCAAGAATCCAATCA
miR-217RP2
T+AC+TGCATCAGGAACTGA
−0.3089
9.6502
0.07
0.71




SEQ ID NO: 303

SEQ ID NO: 304





miR-218
miR-218GSP2
CATGATCAGCTGGGCCAAGAACATGGTTA
miR-218RP
TTG+TGCTT+GATCTAAC
−0.2778
8.4363
1.00
10.05




SEQ ID NO: 305

SEQ ID NO: 306





miR-220
miR-220GSP
CATGATCAGCTGGGCCAAGAAAAGTGTCAG
miR-220RP
C+CA+CACCGTATCTG
−0.2755
9.0728
8.88
88.75




SEQ ID NO: 307

SEQ ID NO: 308





miR-221
miR-221GSP9#
CATGATCAGCTGGGCCAAGAGAAACCCAG
miR-221RP#
A+GC+TACATTGTCTGC
−0.2886
8.5743
0.12
1.17




SEQ ID NO: 309

SEQ ID NO: 310





miR-222
miR-222GSP8#
CATGATCAGCTGGGCCAAGAGAGACCCA
miR-222RP#
A+GC+TACATCTGGCT
−0.283
8.91
1.64
16.41




SEQ ID NO: 311

SEQ ID NO: 312





miR-223
miR-223GSP
CATGATCAGCTGGGCCAAGAGGGGTATTTG
miR-223RP
TG+TC+AGTTTGTCAAA
−0.2998
8.6669
0.94
9.44




SEQ ID NO: 313

SEQ ID NO: 314





miR-224
miR-224GSP8#
CATGATCAGCTGGGCCAAGATAAACGGA
miR-224RP2#
C+AAG+TCACTAGTGGTT
−0.2802
7.5575
0.56
5.63




SEQ ID NO: 315

SEQ ID NO: 316





miR-296
miR-296GSP9#
CATGATCAGCTGGGCCAAGAACAGGATTG
miR-296RP2#
A+GG+GCCCCCCCTCAA
−0.3178
8.3856
0.10
0.96




SEQ ID NO: 317

SEQ ID NO: 318





miR-299
miR-299GSP9#
CATGATCAGCTGGGCCAAGAATGTATGTG
miR-299RP#
T+GG+TTTACCGTCCC
−0.3155
7.9383
1.30
12.96




SEQ ID NO: 319

SEQ ID NO: 320





miR-301
miR-301GSP
CATGATCAGCTGGGCCAAGAGCTTTGACAA
miR-301RP
C+AG+TGCAATAGTATTGT
−0.2839
8.314
2.55
25.52




SEQ ID NO: 321

SEQ ID NO: 322





miR-302a*
miR-302a*GSP
CATGATCAGCTGGGCCAAGAAAAGCAAGTA
miR-302a*RP
TAAA+CG+TGGATGTAC
−0.2608
8.3921
0.04
0.41




SEQ ID NO: 323

SEQ ID NO: 324





miR-302a
miR-302aGSP
CATGATCAGCTGGGCCAAGATCACCAAAAC
miR-302aRP
T+AAG+TGCTTCCATGT
−0.2577
9.6657
2.17
21.67




SEQ ID NO: 325

SEQ ID NO: 326





miR-302b*
miR-302b*GSP
CATGATCAGCTGGGCCAAGAAGAAAGCACT
miR-302b*RP
A+CTTTAA+CATGGAAGTG
−0.2702
8.5153
0.02
0.24




SEQ ID NO: 327

SEQ ID NO: 328





miR-302b
miR-302bGSP
CATGATCAGCTGGGCCAAGACTACTAAAAC
miR-302bRP
T+AAG+TGCTTCCATGT
−0.2398
9.1459
5.11
51.11




SEQ ID NO: 329

SEQ ID NO: 330





miR-302d
miR-302dGSP
CATGATCAGCTGGGCCAAGAACACTCAAAC
miR-302dRP
T+AAG+TGCTTCCATGT
−0.2368
8.5602
5.98
59.78




SEQ ID NO: 331

SEQ ID NO: 332





miR-302c*
miR-302c*_GSP9#
CATGATCAGCTGGGCCAAGACAGCAGGTA
miR-302c*_RP2#
TT+TAA+CAT+GGGGGTACC
−0.312
8.2904
0.33
3.28




SEQ ID NO: 333

SEQ ID NO: 334





miR-302c
miR-302cGSP9#
CATGATCAGCTGGGCCAAGACCACTGAAA
miR-302cRP5#
T+AAG+TGCTTCCATGTTTCA
−0.2945
8.381
14.28
142.76




SEQ ID NO: 335

SEQ ID NO: 336





miR-320
miR-320_GSP8#
CATGATCAGCTGGGCCAAGATTCGCCCT
miR-320_RP3#
AAAA+GCT+GGGTTGAGAGG
−0.2677
7.8956
6.73
67.29




SEQ ID NO: 337

SEQ ID NO: 338





miR-323
miR-323GSP
CATGATCAGCTGGGCCAAGAAGAGGTCGAC
miR-323RP
G+CA+CATTACACGGT
−0.2878
8.2546
0.19
1.92




SEQ ID NO: 339

SEQ ID NO: 340





miR-324-3p
miR-324-3pGSP
CATGATCAGCTGGGCCAAGACCAGCAGCAC
miR-324-3pRP
C+CA+CTGCCCCAGGT
−0.2698
8.5223
2.54
25.41




SEQ ID NO: 341

SEQ ID NO: 342





miR-324-5p
miR-324-5pGSP
CATGATCAGCTGGGCCAAGAACACCAATGC
miR-324-5pRP
C+GC+ATCCCCTAGGG
−0.2861
7.6865
0.06
0.62




SEQ ID NO: 343

SEQ ID NO: 344





miR-325
miR-325GSP
CATGATCAGCTGGGCCAAGAACACTTACTG
miR-325RP
C+CT+AGTAGGTGTCC
−0.2976
8.1925
0.01
0.14




SEQ ID NO: 345

SEQ ID NO: 346





miR-326
miR-326GSP
CATGATCAGCTGGGCCAAGACTGGAGGAAG
miR-326RP
C+CT+CTGGGCCCTTC
−0.2806
7.897
0.59
5.87




SEQ ID NO: 347

SEQ ID NO: 348





miR-328
miR-328GSP
CATGATCAGCTGGGCCAAGAACGGAAGGGC
miR-328RP
C+TG+GCCCTCTCTGC
−0.293
7.929
3.17
31.69




SEQ ID NO: 349

SEQ ID NO: 350





miR-330
miR-330GSP
CATGATCAGCTGGGCCAAGATCTCTGCAGG
miR-330RP
G+CA+AAGCACACGGC
−0.3009
7.7999
0.13
1.30




SEQ ID NO: 351

SEQ ID NO: 352





miR-331
miR-331GSP
CATGATCAGCTGGGCCAAGATTCTAGGATA
miR-331RP
G+CC+CCTGGGCCTAT
−0.2816
8.1643
0.45
4.54




SEQ ID NO: 353

SEQ ID NO: 354





miR-337
miR-337GSP
CATGATCAGCTGGGCCAAGAAAAGGCATCA
miR-337RP
T+CC+AGCTCCTATATG
−0.2968
8.7313
0.10
1.02




SEQ ID NO: 355

SEQ ID NO: 356





miR-338
miR-338GSP
CATGATCAGCTGGGCCAAGATCAACAAAAT
miR-338RP2
T+CC+AGCATCAGTGATTT
−0.2768
8.5618
0.52
5.17




SEQ ID NO: 357

SEQ ID NO: 358





miR-339
miR-339GSP9#
CATGATCAGCTGGGCCAAGATGAGCTCCT
miR-339RP2#
T+CC+CTGTCCTCCAGG
−0.303
8.4873
0.27
2.72




SEQ ID NO: 359

SEQ ID NO: 360





miR-340
miR-340GSP
CATGATCAGCTGGGCCAAGAGGCTATAAAG
miR-340RP
TC+CG+TCTCAGTTAC
−0.2846
9.6673
0.15
1.45




SEQ ID NO: 361

SEQ ID NO: 362





miR-342
miR-342GSP3
CATGATCAGCTGGGCCAAGAGACGGGTG
miR-342RP
T+CT+CACACAGAAATCG
−0.293
8.1553
4.69
46.85




SEQ ID NO: 363

SEQ ID NO: 364





miR-345
miR-345GSP
CATGATCAGCTGGGCCAAGAGCCCTGGACT
miR-345RP
T+GC+TGACTCCTAGT
−0.2909
8.468
0.04
0.40




SEQ ID NO: 365

SEQ ID NO: 366





miR-346
miR-346GSP
CATGATCAGCTGGGCCAAGAAGAGGCAGGC
miR-346RP
T+GT+CTGCCCGCATG
−0.2959
8.1958
0.25
2.54




SEQ ID NO: 367

SEQ ID NO: 368





miR-363
miR-363GSP10#
CATGATCAGCTGGGCCAAGATACAGATGGA
miR-363RP#
AAT+TG+CAC+GGTATCC
−0.2362
8.9762
0.44
4.36




SEQ ID NO: 369

SEQ ID NO: 370





miR-367
miR-367GSP
CATGATCAGCTGGGCCAAGATCACCATTGC
miR-367RP
AAT+TG+CACTTTAGCAAT
−0.2819
8.6711
0.00
0.03




SEQ ID NO: 371

SEQ ID NO: 372





miR-368
miR-368GSP
CATGATCAGCTGGGCCAAGAAAACGTGGAA
miR-368RP2
A+CATAGA+GGAAATTCCAC
−0.2953
8.0067
6.01
60.11




SEQ ID NO: 373

SEQ ID NO: 374





miR-370
miR-370GSP
CATGATCAGCTGGGCCAAGACCAGGTTCCA
miR-370RP
G+CC+TGCTGGGGTGG
−0.2825
8.3162
1.45
14.55




SEQ ID NO: 375

SEQ ID NO: 376





miR-371
miR-371GSP
CATGATCAGCTGGGCCAAGAACACTCAAAA
miR-371RP
G+TG+CCGCCATCTTT
−0.295
7.8812
2.51
25.12




SEQ ID NO: 377

SEQ ID NO: 378





miR-372
miR-372GSP
CATGATCAGCTGGGCCAAGAACGCTCAAAT
miR-372RP
A+AA+GTGCTGCGACA
−0.2984
8.9183
0.05
0.53




SEQ ID NO: 379

SEQ ID NO: 380





miR-373*
miR-373*GSP
CATGATCAGCTGGGCCAAGAGGAAAGCGCC
miR-373*RP
A+CT+CAAAATGGGGG
−0.2705
8.4513
0.20
1.99




SEQ ID NO: 381

SEQ ID NO: 382





miR-373
miR-373GSP
CATGATCAGCTGGGCCAAGAACACCCCAAA
miR-373RP2
GA+AG+TGCTTCGATTTTGG
−0.307
7.9056
9.13
91.32




SEQ ID NO: 383

SEQ ID NO: 384





miR-374
miR-374GSP2
CATGATCAGCTGGGCCAAGACACTTATCA
miR-374RP
TT+AT+AATA+CAACCTGATAAG
−0.2655
9.3795
9.16
91.60




SEQ ID NO: 385

SEQ ID NO: 386





miR-375
miR-375GSP
CATGATCAGCTGGGCCAAGATCACGCGAGC
miR-375RP
TT+TG+TTCGTTCGGC
−0.3041
8.1181
0.09
0.90




SEQ ID NO: 387

SEQ ID NO: 388





miR-376b
miR-376bGSP8#
CATGATCAGCTGGGCCAAGAAACATGGA
miR-376bRP#
AT+CAT+AGA+GGAAAATCCA
−0.2934
9.0188
1.07
10.74




SEQ ID NO: 389

SEQ ID NO: 390





miR-378
miR-378GSP
CATGATCAGCTGGGCCAAGAACACAGGACC
miR-378RP
C+TC+CTGACTCCAGG
−0.2899
8.1467
0.07
0.73




SEQ ID NO: 391

SEQ ID NO: 392





miR-379
miR-379_GSP7#
CATGATCAGCTGGGCCAAGATACGTTC
miR-379RP2#
T+GGT+AGACTATGGAACG
−0.2902
8.2149
10.89
108.86




SEQ ID NO: 393

SEQ ID NO: 394





miR-380-5p
miR-380-5pGSP
CATGATCAGCTGGGCCAAGAGCGCATGTTC
miR-380-5pRP
T+GGT+TGACCATAGA
−0.2462
9.4324
1.30
13.04




SEQ ID NO: 395

SEQ ID NO: 396





miR-380-3p
miR-380-3pGSP
CATGATCAGCTGGGCCAAGAAAGATGTGGA
miR-380-3pRP
TA+TG+TAATATGGTCCACA
−0.3037
8.0356
3.69
36.89




SEQ ID NO: 397

SEQ ID NO: 398





miR-381
miR-381GSP2
CATGATCAGCTGGGCCAAGAACAGAGAGC
miR-381RP2
TATA+CAA+GGGCAAGCT
−0.3064
8.8704
1.72
17.16




SEQ ID NO: 399

SEQ ID NO: 400





miR-382
miR-382GSP
CATGATCAGCTGGGCCAAGACGAATCCACC
miR-382RP
G+AA+GTTGTTCGTGGT
−0.2803
7.6738
0.66
6.57




SEQ ID NO: 401

SEQ ID NO: 402





miR-383
miR-383GSP
CATGATCAGCTGGGCCAAGAAGCCACAATC
miR-383RP2
A+GATC+AGAAGGTGATTGT
−0.2866
8.1463
0.54
5.45




SEQ ID NO: 403

SEQ ID NO: 404





miR-410
miR-410GSP9#
CATGATCAGCTGGGCCAAGAACAGGCCAT
miR-410RP#
AA+TA+TAA+CA+CAGATGGC
−0.2297
8.5166
4.27
42.71




SEQ ID NO: 405

SEQ ID NO: 406





miR-412
miR-412GSP10#
CATGATCAGCTGGGCCAAGAACGGCTAGTG
miR-412RP#
A+CTT+CACCTGGTCCACTA
−0.3001
7.9099
4.24
42.37




SEQ ID NO: 407

SEQ ID NO: 408





miR-422a
miR-422aGSP
CATGATCAGCTGGGCCAAGAGGCCTTCTGA
miR-422aRP
C+TG+GACTTAGGGTC
−0.3079
9.3108
5.95
59.54




SEQ ID NO: 409

SEQ ID NO: 410





miR-422b
miR-422bGSP
CATGATCAGCTGGGCCAAGAGGCCTTCTGA
miR-422bRP
C+TG+GACTTGGAGTC
−0.2993
8.9437
4.86
48.56




SEQ ID NO: 411

SEQ ID NO: 412





miR-423
miR-423GSP
CATGATCAGCTGGGCCAAGACTGAGGGGCC
miR-423RP
A+GC+TCGGTCTGAGG
−0.3408
9.2274
6.06
60.62




SEQ ID NO: 413

SEQ ID NO: 414





miR-424
miR-424GSP#
CATGATCAGCTGGGCCAAGATTCAAAACAT
miR-424RP2#
C+AG+CAGCAATTCATGTTTT
−0.3569
9.3419
10.78
107.85




SEQ ID NO: 415

SEQ ID NO: 416





miR-425
miR-425GSP
CATGATCAGCTGGGCCAAGAGGCGGACACG
miR-425RP
A+TC+GGGAATGTCGT
−0.2932
7.9786
0.39
3.93




SEQ ID NO: 417

SEQ ID NO: 418





miR-429
miR-429_GSP11#
CATGATCAGCTGGGCCAAGAACGGTTTTACC
miR-429RP5#
T+AATAC+TG+TCTGGTAAAA
−0.2458
8.2805
16.21
162.12




SEQ ID NO: 419

SEQ ID NO: 420





miR-431
miR-431GSP10#
CATGATCAGCTGGGCCAAGATGCATGACGG
miR-431RP#
T+GT+CTTGCAGGCCG
−0.3107
7.7127
7.00
70.05




SEQ ID NO: 421

SEQ ID NO: 422





miR-448
miR-448GSP
CATGATCAGCTGGGCCAAGAATGGGACATC
miR-448RP
TTG+CATA+TGTAGGATG
−0.3001
8.4969
0.12
1.16




SEQ ID NO: 423

SEQ ID NO: 424





miR-449
miR-449GSP10#
CATGATCAGCTGGGCCAAGAACCAGCTAAC
miR-449RP2#
T+GG+CAGTGTATTGTTAGC
−0.3225
8.4953
2.57
25.70




SEQ ID NO: 425

SEQ ID NO: 426





miR-450
miR-450GSP
CATGATCAGCTGGGCCAAGATATTAGGAAC
miR-450RP
TTTT+TG+CGATGTGTT
−0.2906
8.1404
0.48
4.82




SEQ ID NO: 427

SEQ ID NO: 428





miR-451
miR-451GSP10#
CATGATCAGCTGGGCCAAGAAAACTCAGTA
miR-451RP#
AAA+CCG+TTA+CCATTACTGA
−0.2544
8.0291
1.73
17.35




SEQ ID NO: 429

SEQ ID NO: 430





let7a
let7a-GSP2#
CATGATCAGCTGGGCCAAGAAACTATAC
let7a-RP#
T+GA+GGTAGTAGGTTG
−0.3089
9.458
0.04
0.38




SEQ ID NO: 431

SEQ ID NO: 432





let7b
let7b-GSP2#
CATGATCAGCTGGGCCAAGAAACCACAC
let7b-RP#
T+GA+GGTAGTAGGTTG
−0.2978
7.9144
0.05
0.54




SEQ ID NO: 433

SEQ ID NO: 432





let7c
let7c-GSP2#
CATGATCAGCTGGGCCAAGAAACCATAC
let7c-RP#
T+GA+GGTAGTAGGTTG
−0.308
7.9854
0.01
0.14




SEQ ID NO: 434

SEQ ID NO: 432





let7d
let7d-GSP2#
CATGATCAGCTGGGCCAAGAACTATGCA
let7d-RP#
A+GA+GGTAGTAGGTTG
−0.3238
8.3359
0.06
0.57




SEQ ID NO: 435

SEQ ID NO: 436





let7e
let7e-GSP2#
CATGATCAGCTGGGCCAAGAACTATACA
let7e-RP#
T+GA+GGTAGGAGGTTG
−0.3284
9.7594
0.22
2.20




SEQ ID NO: 437

SEQ ID NO: 438





let7f
let7f-GSP2#
CATGATCAGCTGGGCCAAGAAACTATAC
let7f-RP#
T+GA+GGTAGTAGATTG
−0.2901
11.107
0.32
3.18




SEQ ID NO: 439

SEQ ID NO: 440





let7g
let7gGSp2#
CATGATCAGCTGGGCCAAGAACTGTACA
let7g-RP#
T+GA+GGTAGTAGTTTG
−0.3469
9.8235
0.16
1.64




SEQ ID NO: 441

SEQ ID NO: 442





let7i
let7i-GSP2#
CATGATCAGCTGGGCCAAGAACAGCACA
let7i-RP#
T+GA+GGTAGTAGTTTG
−0.321
10.82
0.20
1.99




SEQ ID NO: 443

SEQ ID NO: 444





miR-377
miR-377GSP
CATGATCAGCTGGGCCAAGAACAAAAGTTG
miR-377RP2
AT+CA+CACAAAGGCAAC
−0.2979
10.612
13.45
134.48




SEQ ID NO: 445

SEQ ID NO: 446





miR-376a
miR-376a_GSP7
CATGATCAGCTGGGCCAAGAACGTGGA
miR-376a_RP5
AT+CAT+AGA+GGAAAATCC
−0.2938
10.045
63.00
630.00




SEQ ID NO: 447

SEQ ID NO: 448





miR-22
miR-22GSP
CATGATCAGCTGGGCCAAGAACAGTTCTTC
miR-22RP
A+AG+CTGCCAGTTGA
−0.2862
8.883
20.46
204.58




SEQ ID NO: 449

SEQ ID NO: 450





miR-200c
miR-200cGSP2
CATGATCAGCTGGGCCAAGACCATCATTA
miR-200cRP
T+AA+TACTGCCGGGT
−0.3094
11.5
15.99
159.91




SEQ ID NO: 451

SEQ ID NO: 452





miR-24
miR-24GSP
CATGATCAGCTGGGCCAAGACTGTTCCTGC
miR-24RP
T+GG+CTCAGTTCAGC
−0.3123
8.6824
24.34
243.38




SEQ ID NO: 453

SEQ ID NO: 454





miR-29cDNA
miR-29cGSP10
CATGATCAGCTGGGCCAAGAACCGATTTCA
miR-29cRP
T+AG+CACCATTTGAAAT
−0.2975
8.8441
23.22
232.17




SEQ ID NO: 455

SEQ ID NO: 456





miR-18
miR-18GSP
CATGATCAGCTGGGCCAAGATATCTGCACT
miR-18RP
T+AA+GGTGCATCTAGT
−0.3209
9.0999
14.90
149.01




SEQ ID NO: 457

SEQ ID NO: 458





miR-185
miR-185GSP
CATGATCAGCTGGGCCAAGAGAACTGCCTT
miR-185RP
T+GG+AGAGAAAGGCA
−0.3081
8.9289
15.73
157.32




SEQ ID NO: 459

SEQ ID NO: 460





miR-181b
miR-181bGSP8#
CATGATCAGCTGGGCCAAGACCCACCGA
miR-181bRP2#
AA+CATT+CATTGCTGTC
−0.3115
10.846
15.87
158.67




SEQ ID NO: 461

SEQ ID NO: 462





miR-128a
miR-128aGSP
CATGATCAGCTGGGCCAAGAAAAAGAGACC
miR-128anLRP
TCACAGTGAACCGGT
approx.
approx.
approx.
approx.




SEQ ID NO: 161

SEQ ID NO: 494
−0.2866
8.0867
0.16
1.60





miR-138
miR-138GSP2
CATGATCAGCTGGGCCAAGACGGCCTGAT
miR-138nLRP
AGCTGGTGTTGTGAA
approx.
approx.
approx.
approx.




SEQ ID NO: 187

SEQ ID NO: 495
−0.3023
9.0814
0.22
2.19





miR-143
miR-143GSP8#
CATGATCAGCTGGGCCAAGATGAGCTAC
miR-143nLRP
TGAGATGAAGCACTGT
approx.
approx.
approx.
approx.




SEQ ID NO: 197

SEQ ID NO: 496
−0.3008
9.2675
0.37
3.71





miR-150
miR-150GSP3
CATGATCAGCTGGGCCAAGACACTGGTA
miR-150nLRP
TCTCCCAACCCTTGTA
approx.
approx.
approx.
approx.




SEQ ID NO: 213

SEQ ID NO: 497
−0.2943
8.3945
0.06
0.56





miR-181a
miR-181aGSP9#
CATGATCAGCTGGGCCAAGAACTCACCGA
miR-181anLRP
AACATTCAACGCTGT
approx.
approx.
approx.
approx.




SEQ ID NO: 227

SEQ ID NO: 498
−0.2919
7.968
1.70
17.05





miR-194
mir194GSP8#
CATGATCAGCTGGGCCAAGATCCACATG
miR-194nLRP
TGTAACAGCAACTCCA
approx.
approx.
approx.
approx.




SEQ ID NO: 255

SEQ ID NO: 499
−0.3078
8.8045
0.37
3.69





#denotes primers for assays that required extensive testing and primer design modification to achieve optimal assay results including high sensitivity and high dynamic range.






Example 4

This Example describes assays and primers designed for quantitative analysis of murine miRNA expression patterns.


Methods: The representative murine microRNA target templates described in TABLE 7 are publically available accessible on the World Wide Web at the Wellcome Trust Sanger Institute website in the “miRBase sequence database” as described in Griffith-Jones et al. (2004), Nucleic Acids Research 32:D109-D111 and Griffith-Jones et al. (2006), Nucleic Acids Research 34: D140-D144. As indicated below in TABLE 7, the murine microRNA templates are either totally identical to the corresponding human microRNA templates, identical in the overlapping sequence with differing ends, or contain one or more base pair changes as compared to the human microRNA sequence. The murine microRNA templates that are identical or that have identical overlapping sequence to the corresponding human templates can be assayed using the same primer sets designed for the human microRNA templates, as indicated in TABLE 7. For the murine microRNA templates with one or more base pair changes in comparison to the corresponding human templates, primer sets have been designed specifically for detection of the murine microRNA, and these primers are provided in TABLE 7. The extension primer reaction and quantitative PCR reactions for detection of the murine microRNA templates may be carried out as described in EXAMPLE 3.









TABLE 7







PRIMERS TO DETECT MURINE MICRORNA TARGET TEMPLATES












Mouse







Target
Extension

Reverse

Mouse microRNA


micro-
Primer

Primer

as compared to


RNA: 
Name
Extension Primer Sequence
Name
Reverse Prime Sequence
Human microRNA





miR-1
miR
CATGATCAGCTGGGCCAAGATACATACTTC
miR-1RP
T+G+GAA+TG+TAAAGAAGT
Identical



1GSP10
SEQ ID NO: 47

SEQ ID NO: 48






miR-7
miR-
CATGATCAGCTGGGCCAAGAAACAAAATC
miR-7_RP6
T+GGAA+GACTTGTGATTTT
one or more base



7GSP10
SEQ ID NO: 486

SEQ ID NO: 487
pairs differ





miR-9*
miR-
CATGATCAGCTGGGCCAAGAACTTTCGGTT
miR-9*RP
TAAA+GCT+AGATAACCG
Identical over-



9*GSP
SEQ ID NO: 51

SEQ ID NO: 52
lapping sequence,







ends differ





miR-
miR-
CATGATCAGCTGGGCCAAGACACAAATTCG
miR-10aRP
T+AC+CCTGTAGATCCG
Identical


10a
10aGSP
SEQ ID NO: 53

SEQ ID NO: 54






miR-
miR-
CATGATCAGCTGGGCCAAGAACACAAATTCG
miR-10b_RP2
C+CC+TGT+AGAACCGAAT
one or more base


10b
10b_GSP11
SEQ ID NO: 492

SEQ ID NO: 493
pairs differ





miR-
miR-
CATGATCAGCTGGGCCAAGACACAAACCAT
miR-15aRP
T+AG+CAGCACATAATG
Identical


15a
15aGSP
SEQ ID NO: 57

SEQ ID NO: 58






miR-
miR-
CATGATCAGCTGGGCCAAGATGTAAACCA
miR-15bRP
T+AG+CAGCACATCAT
Identical


15b
15bGSP2
SEQ ID NO: 59

SEQ ID NO: 60






miR-16
miR-
CATGATCAGCTGGGCCAAGACGCCAATAT
miR-16RP
T+AG+CAGCACGTAAA
Identical



16GSP2
SEQ ID NO: 61

SEQ ID NO: 62






miR-
miR-
CATGATCAGCTGGGCCAAGAACAAGTGCCC
miR-17-3pRP
A+CT+GCAGTGAGGGC
one or more base


17-3p
17-3pGSP
SEQ ID NO: 463

SEQ ID NO: 464
pairs differ





miR-
miR-
CATGATCAGCTGGGCCAAGAACTACCTGC
miR-17-5pRP
C+AA+AGTGCTTACAGTG
Identical


17-5p
17-5pGSP2
SEQ ID NO: 65

SEQ ID NO: 66






miR-
miR-
CATGATCAGCTGGGCCAAGATCAGTTTTG
miR-19aRP
TG+TG+CAAATCTATGC
Identical


19a
19aGSP2
SEQ ID NO: 67

SEQ ID NO: 68






miR-
miR-
CATGATCAGCTGGGCCAAGATCAGTTTTGC
miR-19bRP
TG+TG+CAAATCCATG
Identical


19b
19bGSP
SEQ ID NO: 69

SEQ ID NO: 70






miR-20
miR-
CATGATCAGCTGGGCCAAGACTACCTGC
miR-20RP
T+AA+AGTGCTTATAGTGCA
Identical



20GSP3
SEQ ID NO: 71

SEQ ID NO: 72






miR-21
miR-
CATGATCAGCTGGGCCAAGATCAACATCA
miR-21RP
T+AG+CTTATCAGACTGATG
Identical



21GSP2
SEQ ID NO: 73

SEQ ID NO: 74






miR-
miR-
CATGATCAGCTGGGCCAAGAGGAAATCCCT
miR-23aRP
A+TC+ACATTGCCAGG
Identical


23a
23aGSP
SEQ ID NO: 75

SEQ ID NO: 76






miR-
miR-
CATGATCAGCTGGGCCAAGAGGTAATCCCT
miR-23bRP
A+TC+ACATTGCCAGG
Identical


23b
23bGSP
SEQ ID NO: 77

SEQ ID NO: 78






miR-24
miR-
CATGATCAGCTGGGCCAAGACTGTTCCTGC
miR24-1, 2R
TGG+CTCAGTTCAGC
Identical



24P5
TG

SEQ ID NO: 19





SEQ ID NO: 7








miR-25
miR-
CATGATCAGCTGGGCCAAGATCAGACCGAG
miR-25RP
C+AT+TGCACTTGTCTC
Identical



25GSP
SEQ ID NO: 79

SEQ ID NO: 80






miR-
miR-
CATGATCAGCTGGGCCAAGAGCCTATCCT
miR-26aRP2
TT+CA+AGTAATCCAGGAT
Identical


26a
26aGSP9
SEQ ID NO: 81

SEQ ID NO: 82






miR-
miR-
CATGATCAGCTGGGCCAAGAAACCTATCC
miR-26bRP2
TT+CA+AGT+AATTCAGGAT
Identical


26b
26bGSP9
SEQ ID NO: 83

SEQ ID NO: 84






miR-
miR-
CATGATCAGCTGGGCCAAGAGCGGAACTTA
miR-27aRP
TT+CA+CAGTGGCTAA
Identical


27a
27aGSP
SEQ ID NO: 85

SEQ ID NO: 86






miR-
miR-
CATGATCAGCTGGGCCAAGAGCAGAACTTA
miR-27bRP
TT+CA+CAGTGGCTAA
Identical


27b
27bGSP
SEQ ID NO: 87

SEQ ID NO: 88






miR-28
miR-
CATGATCAGCTGGGCCAAGACTCAATAGAC
miR-28RP
A+AG+GAGCTCACAGT
Identical



28GSP
SEQ ID NO: 89

SEQ ID NO: 90






miR-
miR-
CATGATCAGCTGGGCCAAGAAACCGATT
miR-29aRP2
T+AG+CACCATCTGAAAT
Identical


29a
29aGSP8
SEQ ID NO: 91

SEQ ID NO: 92






miR-
miR-
CATGATCAGCTGGGCCAAGAAACACTGAT
miR-29bRP2
T+AG+CACCATTTGAAATCAG
Identical


29b
29bGSP2
SEQ ID NO: 93

SEQ ID NO: 94






miR-
miR-
CATGATCAGCTGGGCCAAGACTTCCAGTCG
miR-30a-
T+GT+AAACATCCTCGAC
Identical


30a-5p
30a-5pGSP
SEQ ID NO: 95
5pRP
SEQ ID NO: 96






miR-
miR-
CATGATCAGCTGGGCCAAGAAGCTGAGTGT
miR-30bRP
TGT+AAA+CATCCTACACT
Identical


30b
30bGSP
SEQ ID NO: 97

SEQ ID NO: 98






miR-
miR-
CATGATCAGCTGGGCCAAGAGCTGAGAGTG
miR-30cRP
TGT+AAA+CATCCTACACT
Identical


30c
30cGSP
SEQ ID NO: 99

SEQ ID NO: 100






miR-
miR-
CATGATCAGCTGGGCCAAGACTTCCAGTCG
miR-30dRP
T+GTAAA+CATCCCCG
Identical


30d
30dGSP
SEQ ID NO: 101

SEQ ID NO: 102






miR-
miR-
CATGATCAGCTGGGCCAAGAGCTGTAAAC
miR-30e-
CTTT+CAGT+CGGATGTTT
Identical


30e-3p
30e-3pGSP9
SEQ ID NO: 103
3pRP5
SEQ ID NO: 104






miR-31
miR-
CATGATCAGCTGGGCCAAGACAGCTATGCC
miR-31RP
G+GC+AAGATGCTGGC
Identical over-



31GSP
SEQ ID NO: 107

SEQ ID NO: 108
lapping sequence,







ends differ





miR-32
miR-
CATGATCAGCTGGGCCAAGAGCAACTTAGT
miR-32RP
TATTG+CA+CATTACTAAG
Identical



32GSP
SEQ ID NO: 109

SEQ ID NO: 110






miR-33
miR-
CATGATCAGCTGGGCCAAGACAATGCAAC
miR-33RP
G+TG+CATTGTAGTTGC
Identical



33GSP2
SEQ ID NO: 111

SEQ ID NO: 112






miR-
miR-
CATGATCAGCTGGGCCAAGAAACAACCAGC
miR-34aRP
T+GG+CAGTGTCTTAG
Identical


34a
34aGSP
SEQ ID NO: 113

SEQ ID NO: 114






miR-
miR-
CATGATCAGCTGGGCCAAGACAATCAGCTA
miR-34bRP
TA+GG+CAGTGTAATT
one or more base


34b
34bGSP
SEQ ID NO: 115

SEQ ID NO: 482
pairs differ





miR-
miR-
CATGATCAGCTGGGCCAAGAGCAATCAGCT
miR-34cRP
A+GG+CAGTGTAGTTA
Identical


34c
34cGSP
SEQ ID NO: 117

SEQ ID NO: 118






miR-92
miR-
CATGATCAGCTGGGCCAAGACAGGCCGGGA
miR-92RP
T+AT+TGCACTTGTCCC
Identical



92GSP
SEQ ID NO: 119

SEQ ID NO: 120






miR-93
miR-
CATGATCAGCTGGGCCAAGACTACCTGCAC
miR-93RP
AA+AG+TGCTGTTCGT
Identical over-



93GSP
SEQ ID NO: 121

SEQ ID NO: 122
lapping sequence,







ends differ





miR-96
miR-
CATGATCAGCTGGGCCAAGAGCAAAAATGT
miR-96RP
T+TT+GGCACTAGCAC
Identical over-



96GSP
SEQ ID NO: 125

SEQ ID NO: 126
lapping sequence,







ends differ





miR-98
miR-
CATGATCAGCTGGGCCAAGAAACAATACAA
miR-98RP
TGA+GGT+AGTAAGTTG
Identical



98GSP
SEQ ID NO: 127

SEQ ID NO: 128






miR-
miR-
CATGATCAGCTGGGCCAAGACACAAGATCG
miR-99aRP
A+AC+CCGTAGATCCG
Identical over-


99a
99aGSP
SEQ ID NO: 129

SEQ ID NO: 130
lapping sequence,







ends differ





miR-
miR-
CATGATCAGCTGGGCCAAGACGCAAGGTCG
miR-99bRP
C+AC+CCGTAGAACCG
Identical


99b
99bGSP
SEQ ID NO: 131

SEQ ID NO: 132






miR-
miR-
CATGATCAGCTGGGCCAAGACACAAGTTCG
miR-100RP
A+AC+CCGTAGATCCG
Identical


100
100GSP
SEQ ID NO: 133

SEQ ID NO: 134






miR-
miR-
CATGATCAGCTGGGCCAAGACTTCAGTTAT
miR-101RP
TA+CAG+TACTGTGATAACT
Identical


101
101GSP
SEQ ID NO: 135

SEQ ID NO: 136






miR-
miR-
CATGATCAGCTGGGCCAAGATCATAGCCCT
miR-103RP
A+GC+AGCATTGTACA
Identical


103
103GSP
SEQ ID NO: 137

SEQ ID NO: 138






miR-
miR-
CATGATCAGCTGGGCCAAGATACCTGCAC
miR-106aRP
CAA+AG+TGCTAACAGTG
one or more base


106a
106aGSP
SEQ ID NO: 472

SEQ ID NO: 473
pairs differ





miR-
miR-
CATGATCAGCTGGGCCAAGAATCTGCACTG
miR-106bRP
T+AAAG+TGCTGACAGT
Identical


106b
106bGSP
SEQ ID NO: 143

SEQ ID NO: 144






miR-
miR-
CATGATCAGCTGGGCCAAGATGATAGCC
miR-107RP2
A+GC+AGCATTGTACAG
Identical


107
107GSP8
SEQ ID NO: 145

SEQ ID NO: 146






miR-
miR-
CATGATCAGCTGGGCCAAGAACAAACACCA
miR-122aRP
T+GG+AGTGTGACAAT
Identical


122a
122aGSP
SEQ ID NO: 147

SEQ ID NO: 148






miR-
miR-
CATGATCAGCTGGGCCAAGATGGCATTCAC
miR-124aRP
T+TA+AGGCACGCGGT
Identical over-


124a
124aGSP
SEQ ID NO: 149

SEQ ID NO: 150
lapping sequence,







ends differ





miR-
miR-
CATGATCAGCTGGGCCAAGACACAGGTTAA
miR-125aRP
T+CC+CTGAGACCCTT
Identical


125a
125aGSP
SEQ ID NO: 151

SEQ ID NO: 152






miR-
miR-
CATGATCAGCTGGGCCAAGATCACAAGTTA
miR-125bRP
T+CC+CTGAGACCCTA
Identical


125b
125bGSP
SEQ ID NO: 153

SEQ ID NO: 154






miR-
miR-
CATGATCAGCTGGGCCAAGAGCATTATTAC
miR-126RP
T+CG+TACCGTGAGTA
Identical


126
126GSP
SEQ ID NO: 155

SEQ ID NO: 156






miR-
miR-
CATGATCAGCTGGGCCAAGACGCGTACC
miR-126*RP
C+ATT+ATTA+CTTTTGGTACG
Identical


126*
126*GSP3
SEQ ID NO: 157

SEQ ID NO: 158






miR-
miR-
CATGATCAGCTGGGCCAAGAAGCCAAGCTC
miR-127RP
T+CG+GATCCGTCTGA
Identical over-


127
127GSP
SEQ ID NO: 159

SEQ ID NO: 160
lapping sequence,







ends differ





miR-
miR-
CATGATCAGCTGGGCCAAGAAAAAGAGACC
miR-128aRP
T+CA+CAGTGAACCGG
Identical


128a
128aGSP
SEQ ID NO: 161

SEQ ID NO: 162






miR-
miR-
CATGATCAGCTGGGCCAAGAGAAAGAGACC
miR-128bRP
T+CA+CAGTGAACCGG
Identical


128b
128bGSP
SEQ ID NO: 163

SEQ ID NO: 164






miR-
miR-
CATGATCAGCTGGGCCAAGAATGCCCTTTT
miR-130aRP
C+AG+TGCAATGTTAAAAG
Identical


130a
130aGSP
SEQ ID NO: 167

SEQ ID NO: 168






miR-
miR-
CATGATCAGCTGGGCCAAGAATGCCCTTTC
miR-130bRP
C+AG+TGCAATGATGA
Identical


130b
130bGSP
SEQ ID NO: 169

SEQ ID NO: 170






miR-
miR-
CATGATCAGCTGGGCCAAGACGACCATGGC
miR-132RP
T+AA+CAGTCTACAGCC
Identical


132
132GSP
SEQ ID NO: 171

SEQ ID NO: 172






miR-
miR-
CATGATCAGCTGGGCCAAGAACAGCTGGTT
miR-133aRP
T+TG+GTCCCCTTCAA
Identical


133a
133aGSP
SEQ ID NO: 173

SEQ ID NO: 174






miR-
miR-
CATGATCAGCTGGGCCAAGATAGCTGGTTG
miR-133bRP
T+TG+GTCCCCTTCAA
Identical


133b
133bGSP
SEQ ID NO: 175

SEQ ID NO: 176






miR-
miR-
CATGATCAGCTGGGCCAAGACCCTCTGGTC
miR-134RP
T+GT+GACTGGTTGAC
Identical over-


134
134GSP
SEQ ID NO: 177

SEQ ID NO: 178
lapping sequence,







ends differ





miR-
miR-
CATGATCAGCTGGGCCAAGATCACATAGGA
miR-135aRP
T+AT+GGCTTTTTATTCCT
Identical


135a
135aGSP
SEQ ID NO: 179

SEQ ID NO: 180






miR-
miR-
CATGATCAGCTGGGCCAAGACACATAGGAA
miR-135bRP
T+AT+GGCTTTTCATTCC
Identical


135b
135bGSP
SEQ ID NO: 181

SEQ ID NO: 182






miR-
miR-
CATGATCAGCTGGGCCAAGATCCATCATCA
miR-136RP
A+CT+CCATTTGTTTTGATG
Identical


136
136GSP
SEQ ID NO: 183

SEQ ID NO: 184






miR-
miR-
CATGATCAGCTGGGCCAAGACTACGCGTAT
miR-137RP
T+AT+TGCTTAAGAATACGC
Identical over-


137
137GSP
SEQ ID NO: 185

SEQ ID NO: 186
lapping sequence,







ends differ





miR-
miR-
CATGATCAGCTGGGCCAAGACGGCCTGAT
miR-138RP
A+GC+TGGTGTTGTGA
Identical


138
138GSP2
SEQ ID NO: 187

SEQ ID NO: 188






miR-
miR-
CATGATCAGCTGGGCCAAGAAGACACGTGC
miR-139RP
T+CT+ACAGTGCACGT
Identical


139
139GSP
SEQ ID NO: 189

SEQ ID NO: 190






miR-
miR-
CATGATCAGCTGGGCCAAGACTACCATAGG
miR-140RP
A+GT+GGTTTTACCCT
Identical over-


140
140GSP
SEQ ID NO: 191

SEQ ID NO: 192
lapping sequence,







ends differ





miR-
miR-
CATGATCAGCTGGGCCAAGACCATCTTTA
miR-141RP2
TAA+CAC+TGTCTGGTAA
Identical


141
141GSP9
SEQ ID NO: 193

SEQ ID NO: 194






miR-
miR-
CATGATCAGCTGGGCCAAGATCCATAAA
miR-142-
TGT+AG+TGTTTCCTACT
Identical over-


142-3p
142-3pGSP3
SEQ ID NO: 195
3pRP
SEQ ID NO: 196
lapping sequence,







ends differ





miR-
miR-
CATGATCAGCTGGGCCAAGATGAGCTAC
miR-143RP2
T+GA+GATGAAGCACTG
Identical


143
143GSP8
SEQ ID NO: 197

SEQ ID NO: 198






miR-
miR-
CATGATCAGCTGGGCCAAGACTAGTACAT
miR-144RP
TA+CA+GTAT+AGATGATG
Identical


144
144GSP2
SEQ ID NO: 199

SEQ ID NO: 200






miR-
miR-
CATGATCAGCTGGGCCAAGAAAGGGATTC
miR-145RP
G+TC+CAGTTTTCCCA
Identical


145
145GSP2
SEQ ID NO: 201

SEQ ID NO: 202






miR-
miR-
CATGATCAGCTGGGCCAAGAAACCCATG
miR-146RP
T+GA+GAACTGAATTCCA
Identical


146
146GSP3
SEQ ID NO: 203

SEQ ID NO: 204






miR-
miR-
CATGATCAGCTGGGCCAAGAACAAAGTTC
miR-148aRP2
T+CA+GTGCACTACAGAACT
Identical


148a
148aGSP2
SEQ ID NO: 207

SEQ ID NO: 208






miR-
miR-
CATGATCAGCTGGGCCAAGAACAAAGTTC
miR-148bRP
T+CA+GTGCATCACAG
Identical


148b
148bGSP2
SEQ ID NO: 209

SEQ ID NO: 210






miR-
miR-
CATGATCAGCTGGGCCAAGAGGAGTGAAG
miR-149RP
T+CT+GGCTCCGTGTC
Identical


149
149GSP2
SEQ ID NO: 211

SEQ ID NO: 212






miR-
miR-
CATGATCAGCTGGGCCAAGACACTGGTA
miR-150RP
T+CT+CCCAACCCTTG
Identical


150
150GSP3
SEQ ID NO: 213

SEQ ID NO: 214






miR-
miR-
CATGATCAGCTGGGCCAAGACCTCAAGGA
miR-151RP
A+CT+AGACTGAGGCTC
one or more base


151
151GSP2
SEQ ID NO: 215

SEQ ID NO: 477
pairs differ





miR-
miR-
CATGATCAGCTGGGCCAAGACCCAAGTTC
miR-152RP
T+CA+GTGCATGACAG
Identical


152
152GSP2
SEQ ID NO: 217

SEQ ID NO: 218






miR-
miR-
CATGATCAGCTGGGCCAAGATCACTTTTG
miR-153RP
TTG+CAT+AGTCACAAAA
Identical over-


153
153GSP2
SEQ ID NO: 219

SEQ ID NO: 220
lapping sequence,







ends differ





miR-
miR-
CATGATCAGCTGGGCCAAGACGAAGGCAA
miR-154RP3
TA+GGTTA+TCCGTGTT
Identical


154
154GSP9
SEQ ID NO: 223

SEQ ID NO: 224






miR-
miR-
CATGATCAGCTGGGCCAAGACCCCTATC
miR-155RP2
TT+AA+TGCTAATTGTGATAGG
one or more base


155
155GSP8
SEQ ID NO: 225

SEQ ID NO: 489
pairs differ





miR-
miR-
CATGATCAGCTGGGCCAAGAACTCACCGA
miR-181aRP2
AA+CATT+CAACGCTGTC
Identical


181a
181aGSP9
SEQ ID NO: 227

SEQ ID NO: 228






miR-
miR-
CATGATCAGCTGGGCCAAGAACTCACCGA
miR-181cRP2
AA+CATT+CAACCTGTCG
Identical


181c
181cGSP9
SEQ ID NO: 229

SEQ ID NO: 230






miR-
miR-
CATGATCAGCTGGGCCAAGATAGTTGGCAA
miR-182*RP
T+GG+TTCTAGACTTGC
Identical


182
182*GSP
SEQ ID NO: 231

SEQ ID NO: 232






miR-
miR-
CATGATCAGCTGGGCCAAGACAGTGAATT
miR-183RP
T+AT+GGCACTGGTAG
Identical


183
183GSP2
SEQ ID NO: 235

SEQ ID NO: 236






miR-
miR-
CATGATCAGCTGGGCCAAGAACCCTTATC
miR-184RP
T+GG+ACGGAGAACTG
Identical


184
184GSP2
SEQ ID NO: 237

SEQ ID NO: 238






miR-
miR-
CATGATCAGCTGGGCCAAGAAAGCCCAAA
miR-186RP3
CA+AA+GAATT+CTCCTTTTGG
Identical


186
186GSP9
SEQ ID NO: 239

SEQ ID NO: 240






miR-
miR-
CATGATCAGCTGGGCCAAGACGGCTGCAAC
miR-187RP
T+CG+TGTCTTGTGTT
Identical over-


187
187GSP
SEQ ID NO: 241

SEQ ID NO: 242
lapping sequence,







ends differ





miR-
miR-
CATGATCAGCTGGGCCAAGAACCCTCCACC
miR-188RP
C+AT+CCCTTGCATGG
Identical


188
188GSP
SEQ ID NO: 243

SEQ ID NO: 244






miR-
miR-
CATGATCAGCTGGGCCAAGAACTGATATC
miR-189RP
G+TG+CCTACTGAGCT
Identical


189
189GSP2
SEQ ID NO: 245

SEQ ID NO: 246






miR-
miR-
CATGATCAGCTGGGCCAAGAACCTAATAT
miR-190RP4
T+GA+TA+TGTTTGATATATTAG
Identical


190
190GSP9
SEQ ID NO: 247

SEQ ID NO: 248






miR-
miR-
CATGATCAGCTGGGCCAAGAAGCTGCTTT
miR-191RP2
C+AA+CGGAATCCCAAAAG
Identical


191
191GSP2
SEQ ID NO: 249

SEQ ID NO: 250






miR-
miR-
CATGATCAGCTGGGCCAAGAGGCTGTCAA
miR-192RP
C+TGA+CCTATGAATTGAC
Identical over-


192
192GSP2
SEQ ID NO: 251

SEQ ID NO: 252
lapping sequence,







ends differ





miR-
miR-
CATGATCAGCTGGGCCAAGACTGGGACTT
miR-193RP2
AA+CT+GGCCTACAAAG
Identical


193
193GSP9
SEQ ID NO: 253

SEQ ID NO: 254






miR-
mir
CATGATCAGCTGGGCCAAGATCCACATG
mir194RP
TG+TAA+CAGCAACTCCA
Identical


194
194GSP8
SEQ ID NO: 255

SEQ ID NO: 256






miR-
miR-
CATGATCAGCTGGGCCAAGAGCCAATATT
miR-195RP3
T+AG+CAG+CACAGAAATA
Identical


195
195GSP9
SEQ ID NO: 257

SEQ ID NO: 258






miR-
miR-
CATGATCAGCTGGGCCAAGACCAACAACAT
miR-196aRP
TA+GG+TAGTTTCATGTTG
Identical


196a
196aGSP
SEQ ID NO: 261

SEQ ID NO: 262






miR-
miR-
CATGATCAGCTGGGCCAAGACCAACAACAG
miR-196bRP
TA+GGT+AGTTTCCTGT
Identical


196b
196bGSP
SEQ ID NO: 259

SEQ ID NO: 260






miR-
miR-
CATGATCAGCTGGGCCAAGAAACCAATGT
miR-199a*RP
T+AC+AGTAGTCTGCAC
Identical


199a*
199a*GSP2
SEQ ID NO: 267

SEQ ID NO: 268






miR-
miR-
CATGATCAGCTGGGCCAAGAGAACAGGTA
miR-199aRP
C+CC+AGTGTTCAGAC
Identical


199a
199aGSP2
SEQ ID NO: 269

SEQ ID NO: 270






miR-
miR-
CATGATCAGCTGGGCCAAGAGAACAGGTAG
miR-199bRP
C+CC+AGTGTTTAGAC
one or more base


199b
199bGSP
SEQ ID NO: 475

SEQ ID NO: 272
pairs differ





miR-
miR-
CATGATCAGCTGGGCCAAGAACATCGTTA
miR-200aRP
TAA+CAC+TGTCTGGT
Identical


200a
200aGSP2
SEQ ID NO: 273

SEQ ID NO: 274






miR-
miR-
CATGATCAGCTGGGCCAAGAGTCATCATT
miR-200bRP
TAATA+CTG+CCTGGTAAT
Identical


200b
200bGSP2
SEQ ID NO: 275

SEQ ID NO: 276






miR-
miR-
CATGATCAGCTGGGCCAAGACTAGTGGTC
miR-203RP
G+TG+AAATGTTTAGGACC
Identical over-


203
203GSP2
SEQ ID NO: 279

SEQ ID NO: 280
lapping sequence,







ends differ





miR-
miR-
CATGATCAGCTGGGCCAAGAAGGCATAGG
miR-204RP
T+TC+CCTTTGTCATCC
Identical over-


204
204GSP2
SEQ ID NO: 281

SEQ ID NO: 282
lapping sequence,







ends differ





miR-
miR-
CATGATCAGCTGGGCCAAGACAGACTCCGG
miR-205RP
T+CCTT+CATTCCACC
Identical


205
205GSP
SEQ ID NO: 283

SEQ ID NO: 284






miR-
mir
CATGATCAGCTGGGCCAAGACCACACA
miR-206RP
T+G+GAA+TGTAAGGAAGTGT
Identical


206
206GSP7
SEQ ID NO: 285

SEQ ID NO: 286






miR-
miR-
CATGATCAGCTGGGCCAAGAACAAGCTTTT
miR-208_RP4
ATAA+GA+CG+AGCAAAAAG
Identical


208
208_GSP13
TGC

SEQ ID NO: 288





SEQ ID NO: 287








miR-
miR-
CATGATCAGCTGGGCCAAGATCAGCCGCTG
miR-210RP
C+TG+TGCGTGTGACA
Identical


210
210GSP
SEQ ID NO: 289

SEQ ID NO: 290






miR-
miR-
CATGATCAGCTGGGCCAAGAAGGCAAAGG
miR-211RP
T+TC+CCTTTGTCATCC
one or more base


211
211GSP2
SEQ ID NO: 491

SEQ ID NO: 292
pairs differ





miR-
miR-
CATGATCAGCTGGGCCAAGAGGCCGTGAC
miR-212RP2
T+AA+CAGTCTCCAGTCA
Identical


212
212GSP9
SEQ ID NO: 293

SEQ ID NO: 294






miR-
miR-
CATGATCAGCTGGGCCAAGAGGTACAATCA
miR-213RP
A+CC+ATCGACCGTTG
Identical


213
213GSP
SEQ ID NO: 295

SEQ ID NO: 296






miR-
miR-
CATGATCAGCTGGGCCAAGACTGCCTGTCT
miR-214RP
A+CA+GCAGGCACAGA
Identical


214
214GSP
SEQ ID NO: 297

SEQ ID NO: 298






miR-
miR-
CATGATCAGCTGGGCCAAGAGTCTGTCAA
miR-215RP
A+TGA+CCTATGATTTGAC
one or more base


215
215GSP2
SEQ ID NO: 299

SEQ ID NO: 469
pairs differ





miR-
miR-
CATGATCAGCTGGGCCAAGACACAGTTGC
mir216RP
TAA+TCT+CAGCTGGCA
Identical


216
216GSP9
SEQ ID NO: 301

SEQ ID NO: 302






miR-
miR-
CATGATCAGCTGGGCCAAGAATCCAGTCA
miR-217RP2
T+AC+TGCATCAGGAACTGA
one or more base


217
217GSP2
SEQ ID NO: 481

SEQ ID NO: 304
pairs differ





miR-
miR-
CATGATCAGCTGGGCCAAGAACATGGTTA
miR-218RP
TTG+TGCTT+GATCTAAC
Identical


218
218GSP2
SEQ ID NO: 305

SEQ ID NO: 306






miR-
miR-
CATGATCAGCTGGGCCAAGAGAAACCCAG
miR-221RP
A+GC+TACATTGTCTGC
Identical over-


221
221GSP9
SEQ ID NO: 309

SEQ ID NO: 310
lapping sequence,







ends differ





miR-
miR-
CATGATCAGCTGGGCCAAGAGAGACCCA
miR-222RP
A+GC+TACATCTGGCT
Identical


222
222GSP8
SEQ ID NO: 311

SEQ ID NO: 312






miR-
miR-
CATGATCAGCTGGGCCAAGAGGGGTATTTG
miR-223RP
TG+TC+AGTTTGTCAAA
Identical


223
223GSP
SEQ ID NO: 313

SEQ ID NO: 314






miR-
miR-
CATGATCAGCTGGGCCAAGATAAACGGA
miR-224RP2
C+AAG+TCACTAGTGGTT
Identical over-


224
224GSP8
SEQ ID NO: 315

SEQ ID NO: 316
lapping sequence,







ends differ





miR-
miR-
CATGATCAGCTGGGCCAAGAACAGGATTG
miR-296RP2
A+GG+GCCCCCCCTCAA
Identical


296
296GSP9
SEQ ID NO: 317

SEQ ID NO: 318






miR-
miR-
CATGATCAGCTGGGCCAAGAATGTATGTG
miR-299RP
T+GG+TTTACCGTCCC
Identical


299
299GSP9
SEQ ID NO: 319

SEQ ID NO: 320






miR-
miR-
CATGATCAGCTGGGCCAAGAGCTTTGACAA
miR-301RP
C+AG+TGCAATAGTATTGT
Identical


301
301GSP
SEQ ID NO: 321

SEQ ID NO: 322






miR-
miR-
CATGATCAGCTGGGCCAAGATCACCAAAAC
miR-302aRP
T+AAG+TGCTTCCATGT
Identical


302a
302aGSP
SEQ ID NO: 325

SEQ ID NO: 326






miR-
miR-
CATGATCAGCTGGGCCAAGATTCGCCCT
miR-320_RP3
AAAA+GCT+GGGTTGAGAGG
Identical


320
320_GSP8
SEQ ID NO: 337

SEQ ID NO: 338






miR-
miR-
CATGATCAGCTGGGCCAAGAAGAGGTCGAC
miR-323RP
G+CA+CATTACACGGT
Identical


323
323GSP
SEQ ID NO: 339

SEQ ID NO: 340






miR-
miR-
CATGATCAGCTGGGCCAAGACCAGCAGCAC
miR-324-
C+CA+CTGCCCCAGGT
Identical


324-3p
324-3pGSP
SEQ ID NO: 341
3pRP
SEQ ID NO: 342






miR-
miR-
CATGATCAGCTGGGCCAAGAACACCAATGC
miR-324-
C+GC+ATCCCCTAGGG
Identical over-


324-5p
324-5pGSP
SEQ ID NO: 343
5pRP
SEQ ID NO: 344
lapping sequence,







ends differ





miR-
miR-
CATGATCAGCTGGGCCAAGAACACTTACTG
miR-325RP
C+CT+AGTAGGTGCTC
one or more base


325
325GSP
SEQ ID NO: 345

SEQ ID NO: 476
pairs differ





miR-
miR-
CATGATCAGCTGGGCCAAGACTGGAGGAAG
miR-326RP
C+CT+CTGGGCCCTTC
Identical over-


326
326GSP
SEQ ID NO: 347

SEQ ID NO: 348
lapping sequence,







ends differ





miR-
miR-
CATGATCAGCTGGGCCAAGAACGGAAGGGC
miR-328RP
C+TG+GCCCTCTCTGC
Identical


328
328GSP
SEQ ID NO: 349

SEQ ID NO: 350






miR-
miR-
CATGATCAGCTGGGCCAAGATCTCTGCAGG
miR-330RP
G+CA+AAGCACAGGGC
one or more base


330
330GSP
SEQ ID NO: 351

SEQ ID NO: 478
pairs differ





miR-
miR-
CATGATCAGCTGGGCCAAGATTCTAGGATA
miR-331RP
G+CC+CCTGGGCCTAT
Identical


331
331GSP
SEQ ID NO: 353

SEQ ID NO: 354






miR-
miR-
CATGATCAGCTGGGCCAAGAAAAGGCATCA
miR-337RP
T+TC+AGCTCCTATATG
one or more base


337
337GSP
SEQ ID NO: 355

SEQ ID NO: 490
pairs differ





miR-
miR-
CATGATCAGCTGGGCCAAGATCAACAAAAT
miR-338RP2
T+CC+AGCATCAGTGATTT
Identical


338
338GSP
SEQ ID NO: 357

SEQ ID NO: 358






miR-
miR-
CATGATCAGCTGGGCCAAGATGAGCTCCT
miR-339RP2
T+CC+CTGTCCTCCAGG
Identical


339
339GSP9
SEQ ID NO: 359

SEQ ID NO: 360






miR-
miR-
CATGATCAGCTGGGCCAAGAGGCTATAAAG
miR-340RP
TC+CG+TCTCAGTTAC
Identical


340
340GSP
SEQ ID NO: 361

SEQ ID NO: 362






miR-
miR-
CATGATCAGCTGGGCCAAGAGACGGGTG
miR-342RP
T+CT+CACACAGAAATCG
Identical


342
342GSP3
SEQ ID NO: 363

SEQ ID NO: 364






miR-
miR-
CATGATCAGCTGGGCCAAGAGCACTGGACT
miR-345RP
T+GC+TGACCCCTAGT
one or more base


345
345GSP
SEQ ID NO: 484

SEQ ID NO: 485
pairs differ





miR-
miR-
CATGATCAGCTGGGCCAAGAAGAGGCAGGC
miR-346RP
T+GT+CTGCCCGAGTG
one or more base


346
346GSP
SEQ ID NO: 367

SEQ ID NO: 488
pairs differ





miR-
miR-
CATGATCAGCTGGGCCAAGATACAGATGGA
miR-363RP
AAT+TG+CAC+GGTATCC
Identical


363
363GSP10
SEQ ID NO: 369

SEQ ID NO: 370






miR-
miR-
CATGATCAGCTGGGCCAAGACCAGGTTCCA
miR-370RP
G+CC+TGCTGGGGTGG
Identical over-


370
370GSP
SEQ ID NO: 375

SEQ ID NO: 376
lapping sequence,







ends differ





miR-
miR-
CATGATCAGCTGGGCCAAGATCACGCGAGC
miR-375RP
TT+TG+TTCGTTCGGC
Identical


375
375GSP
SEQ ID NO: 387

SEQ ID NO: 388






miR-
miR-
CATGATCAGCTGGGCCAAGAACGTGGAT
miR-376aRP2
A+TCGTAGA+GGAAAATCCAC
one or more base


376a
376aGSP3
SEQ ID NO: 467

SEQ ID NO: 468
pairs differ





miR-
miR-
CATGATCAGCTGGGCCAAGAACACAGGACC
miR-378RP
C+TC+CTGACTCCAGG
Identical


378
378GSP
SEQ ID NO: 391

SEQ ID NO: 392






miR-
miR-
CATGATCAGCTGGGCCAAGATACGTTC
miR-379RP2
T+GGT+AGACTATGGAACG
Identical over-


379
379_GSP7
SEQ ID NO: 393

SEQ ID NO: 394
lapping sequence,







ends differ





miR-
miR-
CATGATCAGCTGGGCCAAGAGCGCATGTTC
miR-380-
T+GGT+TGACCATAGA
Identical


380-5p
380-5pGSP
SEQ ID NO: 395
5pRP
SEQ ID NO: 396






miR-
miR-
CATGATCAGCTGGGCCAAGAAAGATGTGGA
miR-380-
TA+TG+TAGTATGGTCCACA
one or more base


380-3p
380-3pGSP
SEQ ID NO: 395
3pRP
SEQ ID NO: 483
pairs differ





miR-
miR-
CATGATCAGCTGGGCCAAGAACAGAGAGC
miR-381RP2
TATA+CAA+GGGCAAGCT
Identical


381
381GSP2
SEQ ID NO: 399

SEQ ID NO: 400






miR-
miR-
CATGATCAGCTGGGCCAAGACGAATCCACC
miR-382RP
G+AA+GTTGTTCGTGGT
Identical


382
382GSP
SEQ ID NO: 401

SEQ ID NO: 402






miR-
miR-
CATGATCAGCTGGGCCAAGAAGCCACAGTC
miR-383RP2
A+GATC+AGAAGGTGACTGT
one or more base


383
383GSP
SEQ ID NO: 465

SEQ ID NO: 466
pairs differ





miR-
miR-
CATGATCAGCTGGGCCAAGATGTGAACAA
miR-384_RP5
ATT+CCT+AG+AAATTGTTC
one or more base


384
384_GSP9
SEQ ID NO: 470

SEQ ID NO: 471
pairs differ





miR-
miR-
CATGATCAGCTGGGCCAAGAACAGGCCAT
miR-410RP
AA+TA+TAA+CA+CAGATGGC
Identical


410
410 GSP9
SEQ ID NO: 405

SEQ ID NO: 406






miR-
miR-
CATGATCAGCTGGGCCAAGAACGGCTAGTG
miR-412RP
A+CTT+CACCTGGTCCACTA
Identical


412
412 GSP10
SEQ ID NO: 407

SEQ ID NO: 408






miR-
miR-
CATGATCAGCTGGGCCAAGATCCAAAACAT
miR-424RP2
C+AG+CAGCAATTCATGTTTT
one or more base


424
424GSP
SEQ ID NO: 474

SEQ ID NO: 414
pairs differ





miR-
miR-
CATGATCAGCTGGGCCAAGAGGCGGACACG
miR-425RP
A+TC+GGGAATGTCGT
Identical


425
425GSP
SEQ ID NO: 417

SEQ ID NO: 418






miR-
miR-
CATGATCAGCTGGGCCAAGAACGGCATTACC
miR-429RP5
T+AATAC+TG+TCTGGTAATG
one or more base


429
429_GSP11
SEQ ID NO: 479

SEQ ID NO: 480
pairs differ





miR-
miR-
CATGATCAGCTGGGCCAAGATGCATGACGG
miR-431RP
T+GT+CTTGCAGGCCG
Identical over-


431
431 GSP10
SEQ ID NO: 421

SEQ ID NO: 422
lapping sequence,







ends differ





miR-
miR-
CATGATCAGCTGGGCCAAGAATGGGACATC
miR-448RP
TTG+CATA+TGTAGGATG
Identical


448
448GSP
SEQ ID NO: 423

SEQ ID NO: 424






miR-
miR-
CATGATCAGCTGGGCCAAGAACCAGCTAAC
miR-449RP2
T+GG+CAGTGTATTGTTAGC
Identical


449
449GSP10
SEQ ID NO: 425

SEQ ID NO: 426






miR-
miR-
CATGATCAGCTGGGCCAAGATATTAGGAAC
miR-450RP
TTTT+TG+CGATGTGTT
Identical


450
450GSP
SEQ ID NO: 427

SEQ ID NO: 428






miR-
miR-
CATGATCAGCTGGGCCAAGAAAACTCAGTA
miR-451RP
AAA+CCG+TTA+CCATTACTGA
Identical over-


451
451 GSP10
SEQ ID NO: 429

SEQ ID NO: 430
lapping sequence,







ends differ





let7a
let7a-GSP2
CATGATCAGCTGGGCCAAGAAACTATAC
let7a-RP
T+GA+GGTAGTAGGTTG
Identical over-




SEQ ID NO: 431

SEQ ID NO: 432
lapping sequence,







ends differ





let7b
let7b-GSP2
CATGATCAGCTGGGCCAAGAAACCACAC
let7b-RP
T+GA+GGTAGTAGGTTG
Identical




SEQ ID NO: 433

SEQ ID NO: 432






let7c
let7c-GSP2
CATGATCAGCTGGGCCAAGAAACCATAC
let7c-RP
T+GA+GGTAGTAGGTTG
Identical




SEQ ID NO: 434

SEQ ID NO: 432






let7d
let7d-GSP2
CATGATCAGCTGGGCCAAGAACTATGCA
let7d-RP
A+GA+GGTAGTAGGTTG
Identical




SEQ ID NO: 435

SEQ ID NO: 436






let7e
let7e-GSP2
CATGATCAGCTGGGCCAAGAACTATACA
let7e-RP
T+GA+GGTAGGAGGTTG
Identical




SEQ ID NO: 437

SEQ ID NO: 438






let7f
let7f-GSP2
CATGATCAGCTGGGCCAAGAAACTATAC
let7f-RP
T+GA+GGTAGTAGATTG
Identical over-




SEQ ID NO: 439

SEQ ID NO: 440
lapping sequence,







ends differ





let7g
let7g-GSP2
CATGATCAGCTGGGCCAAGAACTGTACA
let7g-RP
T+GA+GGTAGTAGTTTG
Identical




SEQ ID NO: 441

SEQ ID NO: 442






let7i
let7i-GSP2
CATGATCAGCTGGGCCAAGAACAGCACA
let7i-RP
T+GA+GGTAGTAGTTTG
Identical




SEQ ID NO: 443

SEQ ID NO: 444









Example 5

This Example describes the detection and analysis of expression profiles for three microRNAs in total RNA isolated from twelve different tissues using methods in accordance with an embodiment of the present invention.


Methods: Quantitative analysis of miR-1, miR-124 and miR-150 microRNA templates was determined using 0.5 μg of First Choice total RNA (Ambion, Inc.) per 10 μl primer extension reaction isolated from the following tissues: brain, heart, intestine, kidney, liver, lung, lymph, ovary, skeletal muscle, spleen, thymus and uterus. The primer extension enzyme and quantitative PCR reactions were carried out as described above in EXAMPLE 3, using the following PCR primers:


miR-1 Template:












extension primer: 




CATGATCAGCTGGGCCAAGATACATACTTC
(SEQ ID NO: 47)






reverse primer: 




T+G+GAA+TG+TAAAGAAGT
(SEQ ID NO: 48)






forward primer: 




CATGATCAGCTGGGCCAAGA
(SEQ ID NO: 13)







miR-124 Template:












extension primer: 




CATGATCAGCTGGGCCAAGATGGCATTCAC
(SEQ ID NO: 149)






reverse primer: 




T+TA+AGGCACGCGGT
(SEQ ID NO: 150)






forward primer: 




CATGATCAGCTGGGCCAAGA
(SEQ ID NO: 13)







miR-150 Template:












extension primer: 




CATGATCAGCTGGGCCAAGACACTGGTA
(SEQ ID NO: 213)






reverse primer: 




T+CT+CCCAACCCTTG
(SEQ ID NO: 214)






forward primer: 




CATGATCAGCTGGGCCAAGA
(SEQ ID NO: 13)






Results. The expression profiles for miR-1, miR-124 and miR-150 are shown in FIGS. 3A, 3B, and 3C, respectively. The data in FIGS. 3A-3C are presented in units of microRNA copies per 10 pg of total RNA (y-axis). These units were chosen since human cell lines typically yield ≦10 pg of total RNA per cell. Hence the data shown are estimates of microRNA copies per cell. The numbers on the x-axis correspond to the following tissues: (1) brain, (2) heart, (3) intestine, (4) kidney, (5) liver, (6) lung, (7) lymph, (8) ovary, (9) skeletal muscle, (10) spleen, (11) thymus and (12) uterus.


Consistent with previous reports, very high levels of striated muscle-specific expression were found for miR-1 (as shown in FIG. 3A), and high levels of brain expression were found for miR-124 (as shown in FIG. 3B) (see Lagos-Quintana et al., RNA 9:175-179, 2003). Quantitative analysis reveals that these microRNAs are present at tens to hundreds of thousands of copies per cell. These data are in agreement with quantitative Northern blot estimates of miR-1 and miR-124 levels (see Lim et al., Nature 433:769-773, 2005). As shown in FIG. 3C, miR-150 was found to be highly expressed in the immune-related lymph node, thymus and spleen samples which is also consistent with previous findings (see Baskerville et al., RNA 11:241-247, 2005).


Example 6

This Example describes the selection and validation of primers for detecting mammalian microRNAs of interest.


Rationale: In order to perform multiple assays to detect a plurality of microRNA targets in a single sample (i.e., multiplex PCR), it is important that the assays work under uniform reverse transcriptase and PCR cycling conditions in a common buffer system with a single universal primer. The following primer design principles and high throughput assays were utilized to identify useful primer sets for desired microRNA targets that work well under the designated reaction conditions.


Primer Design:


As described in Example 2, the sensitivity of an assay to detect mammalian microRNA targets using the methods of the invention may be measured by the cycle threshold (Ct) value. The lower the Ct value (e.g., the fewer number of cycles), the more sensitive is the assay. The Δ Ct value is the difference between the number of cycles (Ct) between template containing samples and no template controls, and serves as a measure of the dynamic range of the assay. Assays with a high dynamic range allow measurements of very low microRNA copy numbers. Accordingly, desirable characteristics of a microRNA detection assay include high sensitivity (low Ct value) (preferably in the range of from about 5 to about 25, such as from about 10 to about 20), broad dynamic range (preferably in the range of from about 10 and 35, such as Δ Ct≧12) between the signal of a sample containing target template and a no template background control sample.


microRNA Target Templates: Representative mammalian microRNA target templates (h=human, r=rat, m=mouse) are provided in Table 9 (SEQ ID NO:966 to SEQ ID NO:1043) which are publically available and accessible on the World Wide Web at the Wellcome Trust Sanger Institute website in the “miRBase sequence database” as described in Griffith-Jones et al. (2004), Nucleic Acids Research 32:D109-D111 and Griffith-Jones et al. (2006), Nucleic Acids Research 34:D140-D144.


Extension Primers:


Empirical data generated as described in Examples 1-5 suggests that gene specific (GS) extension primers are primarily responsible for the dynamic range of the assays for detecting mammalian microRNA targets using the methods described herein. As described in Example 2, it was determined that the dynamic range (Δ Ct) and specificity of the assays tested decreased for extension primers having gene specific regions below 6 to 7 nucleotides. Therefore, in order to optimize microRNA detection assays, extension primers were designed that have 7 to 10 nucleotide overlap with the microRNA target of interest. Exemplary extension primers for the microRNA targets listed in TABLE 9 are provided in TABLE 8 (SEQ ID NO:500 to SEQ ID NO:965). These exemplary extension primers have a gene specific (GS) region from 7 to 10 nucleotide overlap with the microRNA target of interest.


Reverse Primers:


Unmodified and locked nucleic acid (LNA)-containing reverse primers were designed to quantify the primer-extended, full length cDNA in combination with a generic universal forward primer (SEQ ID NO:13). Based on the data generated as described in Examples 1-5, it was determined that the design of the reverse primers contributes to the efficiency of the PCR reactions, with the observation that the longer the reverse primer, the better the PCR performance. However, it was also observed that the longer the overlap with the extension primer, the higher the background. Therefore, the reverse primers were designed to be as long as possible while minimizing the overlap with the gene specific portion of the extension primer, in order to reduce the non-specific background signal.


In addition, as described in Example 3, LNA base substitutions may be selected to raise the predicted Tm of the primer, with two or three LNA base substitutions typically substituted within the first 8 nucleotides from the 5′ end of the reverse primer oligonucleotide. Exemplary reverse primers for the microRNA targets listed in TABLE 9 are provided in TABLE 8. While these exemplary reverse primers contain LNA base substitutions (the “+” symbol preceding a nucleotide designates an LNA substitution), this feature is optional and not required.


Selection and Validation of Primers for a Desired Target:


Assay Oligonucleotide Selection is Made in Two Steps as Follows:


1) Primer designs were determined using the principles described above. Typically, 4 extension primer candidates and 2 reverse primer candidates were designed for each microRNA target of interest. The extension primers in each set overlap the gene specific region by 7, 8, 9 and 10 nucleotides, respectively, at the 3′ end. Exemplary primers designed according to these design principles are provided in TABLE 8 for the microRNA targets listed in TABLE 9.


Assay Design to Validate the Candidate Primer Sets (Assay #1)


microRNA Target:


Exemplary target microRNA miR-495 has an RNA target sequence (SEQ ID NO:966) that is conserved across human (h), mouse (m) and rat (r), as indicated by the designation “hmr”-miR-495 in TABLE 9. Therefore, the primer designed for this target sequence would be expected to be useful to detect miR-495 in samples obtained from human, mouse, and rat.


microRNA miR-495 Target RNA Sequence:














AAACAAACAUGGUGCACUUCUU 3′
(SEQ ID NO: 966)






Extension Primers (4 Candidates)













hmr-miR-495GS10: 









(SEQ ID NO: 500)











5′ CATGATCAGCTGGGCCAAGAAAGAAGTGCA 3′








hmr-miR-495GS9: 









(SEQ ID NO: 501)











5′ CATGATCAGCTGGGCCAAGAAAGAAGTGC 3′








hmr-miR-495GS8: 









(SEQ ID NO: 502)











5′ CATGATCAGCTGGGCCAAGAAAGAAGTG 3′








hmr-miR-495GS7: 









(SEQ ID NO: 503)











5′ CATGATCAGCTGGGCCAAGAAAGAAGT






Reverse Primers (2 Candidates)













hmr-miR-495RP1: 












5′ AAA+CAAA+CA+TGGTGCAC 3′
(SEQ ID NO: 504)








hmr-miR-495RP2: 





5′ AAA+C+AAA+CATGGTGC 3′
(SEQ ID NO: 505)






2) The primers designed as described above were tested to find pairs that showed both high sensitivity and high dynamic range in quantitative PCR assays, using the assay methods described in Example 2. The optimal combination of extension primer and reverse primer was determined for the target microRNA by testing all combinations of primers in the presence or absence of DNA template. It is preferable to use DNA rather than RNA template to test the oligo pairs because it is less likely to degrade than RNA. Degraded templates result in misleading assay data. Therefore, HPLC purified DNA template molecules are preferred.


TABLE 8 shows exemplary primer sets for use in detection assays for 78 microRNA targets (shown in TABLE 9). The candidate primers for use in these assays were designed to specifically detect human (h), mouse (m) and rat (r) microRNAs, or microRNAs from one or more species. For example, assays with the “hmr” prefix are designed to detect a perfectly conserved microRNA in all three species, whereas a “mr” prefix means the assay is designed to detect a microRNA conserved between mouse and rat, but not human. Nucleotides preceded by a plus (+) sign may be optionally locked (LNA). TABLE 9 shows the microRNA target sequence for each assay.









TABLE 8







EXEMPLARY PRIMER SETS FOR DETECTING MAMMALIAN MICRORNA TARGETS















Extension

Reverse




Assay
Target
Primer
Extension
Primer
Reverse



Number
microRNA
Name
Primer Sequence
Name
Primer Sequence
Comments
















1
hmr-miR-495
Hmr-miR-
CATGATCAGCTGGGCCAA
Hmr-miR-
AAA+CAAA+CA+GGTGCAC
Conserved across




495GS10
GAAAGAAGTGCA
495RP1
SEQ ID NO: 504
all three





SEQ ID NO: 500


species







Hmr-miR-
CATGATCAGCTGGGCCAA
Hmr-miR-
AAA+C+AAA+CATGGTGC





495GS9
GAAAGAAGTGC
495RP2
SEQ ID NO: 505






SEQ ID NO: 501










Hmr-miR-
CATGATCAGCTGGGCCAA







495GS8
GAAAGAAGTG








SEQ ID NO: 502










Hmr-miR-
CATGATCAGCTGGGCCAA







495GS7
GAAAGAAGT








SEQ ID NO: 503








2
mr-miR-291a-
mr-mIR-
CATGATCAGCTGGGCCAA
mr-mIR-291a-
AA+AG+TGCTTCCACTTTGT
Mouse/rat



3p
291a-
GAGGCACACAAA
3pRP1
SEQ ID NO: 510
specific; seed




3pGS10
SEQ ID NO: 506


region ortholog








to human








miR-371/2







mr-mIR-
CATGATCAGCTGGGCCAA
mr-mIR-291a-
AA+AG+TG+CTTCCACTTT





291a-3pGS9
GAGGCACACAA
3pRP2
SEQ ID NO: 511






SEQ ID NO: 507










mr-mIR-
CATGATCAGCTGGGCCAA







291a-3pGS8
GAGGCACACA








SEQ ID NO: 508










mr-mIR-
CATGATCAGCTGGGCCAA







291a-3pGS7
GAGGCACAC








SEQ ID NO: 509








3
m-miR-291b-
m-mIR-
CATGATCAGCTGGGCCAA
m-mIR-291b-
AA+AG+TG+CAT+CCATTTTGT
Mouse specific;



3p
291b-
GAGACAAACAAA
3pRP1
SEQ ID NO: 516
seed region




3pGS10
SEQ ID NO: 512


ortholog to








human miR-371/2







m-mIR-
CATGATCAGCTGGGCCAA
m-mIR-291b-
AA+AG+TG+CATCCATTTT





291b-3pGS9
GAGACAAACAA
3pRP2
SEQ ID NO: 517






SEQ ID NO: 513










m-mIR-
CATGATCAGCTGGGCCAA







291b-3pGS8
GAGACAAACA








SEQ ID NO: 514










m-mIR-
CATGATCAGCTGGGCCAA







291b-3pGS7
GAGACAAAC








SEQ ID NO: 515








4
h-miR-519a
h-miR-
CATGATCAGCTGGGCCAA
h-miR-
AA+AG+TG+CATCCTTTTAGAGT
Human specific;




519aGS10
GAGTAACACTCT
519aRP1
SEQ ID NO: 522
implicated in





SEQ ID NO: 518


oncogenesis







h-miR-
CATGATCAGCTGGGCCAA
h-miR-
AA+AG+TG+CATCCTTTTAGA





519aGS9
GAGTAACACTC
519aRP2
SEQ ID NO: 523






SEQ ID NO: 519










h-miR-
CATGATCAGCTGGGCCAA







519aGS8
GAGTAACACT








SEQ ID NO: 520










h-miR-
CATGATCAGCTGGGCCAA







519aGS7
GAGTAACAC








SEQ ID NO: 521








5
h-miR-519b
h-miR-
CATGATCAGCTGGGCCAA
h-miR-
AA+AG+TG+CATCCTTTTAG
Human specific;




519bGS10
GAAAACCTCTAA
519bRP1
SEQ ID NO: 528
implicated in





SEQ ID NO: 524


oncogenesis







h-miR-
CATGATCAGCTGGGCCAA
h-miR-
AA+AG+TG+CATCCTTTT





519bGS9
GAAAACCTCTA
519bRP2
SEQ ID NO: 529






SEQ ID NO: 525










h-miR-
CATGATCAGCTGGGCCAA







519bGS8
GAAAACCTCT








SEQ ID NO: 526










h-miR-
CATGATCAGCTGGGCCAA







519bGS7
GAAAACCTC








SEQ ID NO: 527








6
h-miR-519c
h-miR-
CATGATCAGCTGGGCCAA
h-miR-
AA+AG+TG+CATCTTTTTAGA
Human specific;




519cGS10
GAATCCTCTAAA
519cRP1
SEQ ID NO: 534
implicated in





SEQ ID NO: 530


oncogenesis







h-miR-
CATGATCAGCTGGGCCAA
h-miR-
AA+AG+TG+CATCTTTTTA





519cGS9
GAATCCTCTAA
519cRP2
SEQ ID NO: 535






SEQ ID NO: 531










h-miR-
CATGATCAGCTGGGCCAA







519cGS8
GAATCCTCTA








SEQ ID NO: 532










h-miR-
CATGATCAGCTGGGCCAA







519cGS7
GAATCCTCT








SEQ ID NO: 533








7
h-miR-519d
h-miR-
CATGATCAGCTGGGCCAA
h-miR-
C+AAAG+TGCCTCCCTTTAG
Human specific;




519dGS10
GAACACTCTAAA
519dRP1
SEQ ID NO: 540
implicated in





SEQ ID NO: 536


oncogenesis







h-miR-
CATGATCAGCTGGGCCAA
h-miR-
C+AA+AG+TGCCTCCCTTT





519dGS9
GAACACTCTAA
519dRP2
SEQ ID NO: 541






SEQ ID NO: 537










h-miR-
CATGATCAGCTGGGCCAA







519dGS8
GAACACTCTA








SEQ ID NO: 538










h-miR-
CATGATCAGCTGGGCCAA







519dGS7
GAACACTCT








SEQ ID NO: 539








8
h-miR-520a
h-miR-
CATGATCAGCTGGGCCAA
h-miR-
AA+AG+TGCTTCCCTTTGG
Human specific;




520aGS10
GAACAGTCCAAA
520aRP1
SEQ ID NO: 546
implicated in





SEQ ID NO: 542


oncogenesis







h-miR-
CATGATCAGCTGGGCCAA
h-miR-
AA+AG+T+GCTTCCCTTT





520aGS9
GAACAGTCCAA
520aRP2
SEQ ID NO: 547






SEQ ID NO: 543










h-miR-
CATGATCAGCTGGGCCAA







520aGS8
GAACAGTCCA








SEQ ID NO: 544










h-miR-
CATGATCAGCTGGGCCAA







520aGS7
GAACAGTCC








SEQ ID NO: 545








9
h-miR-520b
h-miR-
CATGATCAGCTGGGCCAA
h-miR-
AA+AG+T+GCTTCCTTTTAG
Human specific;




520bGS10
GACCCTCTAAAA
520bRP1
SEQ ID NO: 552
implicated in





SEQ ID NO: 548


oncogenesis







h-miR-
CATGATCAGCTGGGCCAA
h-miR-
AA+AG+TG+CTTCCTTTTA





520bGS9
GACCCTCTAAA
520bRP2
SEQ ID NO: 553






SEQ ID NO: 549










h-miR-
CATGATCAGCTGGGCCAA







520bGS8
GACCCTCTAA








SEQ ID NO: 550










h-miR-
CATGATCAGCTGGGCCAA







520bGS7
GACCCTCTA








SEQ ID NO: 551








10
h-miR-520d
h-miR-
CATGATCAGCTGGGCCAA
h-miR-
AA+AG+TGCTTCTCTTTGGT
Human specific;




520dGS10
GAAACCCACCAA
520dRP1
SEQ ID NO: 558
implicated in





SEQ ID NO: 554


oncogenesis







h-miR-
CATGATCAGCTGGGCCAA
h-miR-
AA+AG+TG+CTTCTCTTTG





520dGS9
GAAACCCACCA
520dRP2
SEQ ID NO: 559






SEQ ID NO: 555










h-miR-
CATGATCAGCTGGGCCAA







520dGS8
GAAACCCACC








SEQ ID NO: 556










h-miR-
CATGATCAGCTGGGCCAA







520dGS7
GAAACCCAC








SEQ ID NO: 557








11
h-miR-520e
h-miR-
CATGATCAGCTGGGCCAA
h-miR-
AA+AG+TGCTTCCTTTTTG
Human specific;




520eGS10
GACCCTCAAAAA
520eRP1
SEQ ID NO: 564
implicated in





SEQ ID NO: 560


oncogenesis







h-miR-
CATGATCAGCTGGGCCAA
h-miR-
AA+AG+T+GCTTCCTTTTT





520eGS9
GACCCTCAAAA
520eRP2
SEQ ID NO: 565






SEQ ID NO: 561










h-miR-
CATGATCAGCTGGGCCAA







520eGS8
GACCCTCAAA








SEQ ID NO: 562










h-miR-
CATGATCAGCTGGGCCAA







520eGS7
GACCCTCAA








SEQ ID NO: 563








12
h-miR-520f
h-miR-
CATGATCAGCTGGGCCAA
h-miR-
A+AG+TGCTTCCTTTTAGA
Human specific;




520fGS10
GAAACCCTCTAA
520fRP1
SEQ ID NO: 570
implicated in





SEQ ID NO: 566


oncogenesis







h-miR-
CATGATCAGCTGGGCCAA
h-miR-
A+AG+T+GCTTCCTTTTA





520fGS9
GAAACCCTCTA
520fRP2
SEQ ID NO: 571






SEQ ID NO: 567










h-miR-
CATGATCAGCTGGGCCAA







520fGS8
GAAACCCTCT








SEQ ID NO: 568










h-miR-
CATGATCAGCTGGGCCAA







520fGS7
GAAACCCTC








SEQ ID NO: 569








13
mr-miR-329
mr-miR-
CATGATCAGCTGGGCCAA
mr-miR-
AA+CA+CACCCAGCTAACC
Specific for




329GS10
GAAAAAAGGTTA
329RP1
SEQ ID NO: 576
mouse/rat





SEQ ID NO: 572


ortholog







mr-miR-
CATGATCAGCTGGGCCAA
mr-miR-
AA+CA+CACCCAGCTAA





329GS9
GAAAAAAGGTT
329RP2
SEQ ID NO: 577






SEQ ID NO: 573










mr-miR-
CATGATCAGCTGGGCCAA







329GS8
GAAAAAAGGT








SEQ ID NO: 574










mr-miR-
CATGATCAGCTGGGCCAA







329GS7
GAAAAAAGG








SEQ ID NO: 575








14
hmr-miR-
hmr-miR-
CATGATCAGCTGGGCCAA
hmr-miR-
AA+CATT+CATTGTTGTCGGT
Conserved



181d
181dGS10
GAAACCCACCGA
181dRP1
SEQ ID NO: 582
across all





SEQ ID NO: 578


three species







hmr-miR-
CATGATCAGCTGGGCCAA
hmr-miR-
AA+CA+TT+CATTGTTGTCG





181dGS9
GAAACCCACCG
181dRP2
SEQ ID NO: 583






SEQ ID NO: 579










hmr-miR-
CATGATCAGCTGGGCCAA







181dGS8
GAAACCCACC








SEQ ID NO: 580










hmr-miR-
CATGATCAGCTGGGCCAA







181dGS7
GAAACCCAC








SEQ ID NO: 581








15
has-miR-193b
hmr-miR-
CATGATCAGCTGGGCCAA
hmr-miR-
AA+CT+GGCCCTCAAAGTCCC
Conserved




193bGS10
GAAAAGCGGGAC
193bRP1
SEQ ID NO: 588
across all





SEQ ID NO: 584


three species







hmr-miR-
CATGATCAGCTGGGCCAA
hmr-miR-
AA+CT+GGCCCTCAAAGTC





193bGS9
GAAAAGCGGGA
193bRP2
SEQ ID NO: 589






SEQ ID NO: 585










hmr-miR-
CATGATCAGCTGGGCCAA







193bGS8
GAAAAGCGGG








SEQ ID NO: 586










hmr-miR-
CATGATCAGCTGGGCCAA







193bGS7
GAAAAGCGG








SEQ ID NO: 587








16
h-miR-362
h-miR-
CATGATCAGCTGGGCCAA
h-miR-362RP1
AAT+CCTT+GGAACCTAGGTG
Assay specific




362GS10
GAACTCACACCT

SEQ ID NO: 594
for human





SEQ ID NO: 590


ortholog







h-miR-
CATGATCAGCTGGGCCAA
h-miR-362RP2
AA+TC+CTT+GGAACCTAGG





362GS9
GAACTCACACC

SEQ ID NO: 595






SEQ ID NO: 591










h-miR-
CATGATCAGCTGGGCCAA







362GS8
GAACTCACAC








SEQ ID NO: 592










h-miR-
CATGATCAGCTGGGCCAA







362GS7
GAACTCACA








SEQ ID NO: 593








17
mr-miR-362
mr-mIR-
CATGATCAGCTGGGCCAA
mr-mIR-362-
AA+TCCTT+GGAACCTAGGT
Assay specific




362-3pGS10
GATTCACACCTA
3pRP1
SEQ ID NO: 600
for rodent





SEQ ID NO: 596


ortholog







mr-mIR-
CATGATCAGCTGGGCCAA
mr-mIR-362-
AA+TC+CTT+GGAACCTAG





362-3pGS9
GATTCACACCT
3pRP2
SEQ ID NO: 601






SEQ ID NO: 597










mr-mIR-
CATGATCAGCTGGGCCAA







362-3pGS8
GATTCACACC








SEQ ID NO: 598










mr-mIR-
CATGATCAGCTGGGCCAA







362-3pGS7
GATTCACAC








SEQ ID NO: 599








18
h-miR-500
h-miR-
CATGATCAGCTGGGCCAA
h-miR-500RP1
A+TG+CACCTGGGCAAGGA
Assay specific




500GS10
GACAGAATCCTT

SEQ ID NO: 606
for human





SEQ ID NO: 602


ortholog







h-miR-
CATGATCAGCTGGGCCAA
h-miR-500RP2
A+TG+CACCTGGGCAAG





500GS9
GACAGAATCCT

SEQ ID NO: 607






SEQ ID NO: 603










h-miR-
CATGATCAGCTGGGCCAA







500GS8
GACAGAATCC








SEQ ID NO: 604










h-miR-
CATGATCAGCTGGGCCAA







500GS7
GACAGAATC








SEQ ID NO: 605








19
mmu-miR-
mr-miR-
CATGATCAGCTGGGCCAA
mr-miR-
A+TGCA+CCTGGGCAAGGG
Assay specific



500
500GS10
GACTGAACCCTT
500RP1
SEQ ID NO: 612
for rodent





SEQ ID NO: 608


ortholog







mr-miR-
CATGATCAGCTGGGCCAA
mr-miR-
A+TGCA+CCTGGGCAAG





500GS9
GACTGAACCCT
500RP2
SEQ ID NO: 613






SEQ ID NO: 609










mr-miR-
CATGATCAGCTGGGCCAA







500GS8
GACTGAACCC








SEQ ID NO: 610










mr-miR-
CATGATCAGCTGGGCCAA







500GS7
GACTGAACC








SEQ ID NO: 611








20
h-miR-501
h-miR-
CATGATCAGCTGGGCCAA
h-miR-501RP1
AA+T+CCTT+TGTCCCTGGG
Assay specific




501GS10
GATCTCACCCAG

SEQ ID NO: 618
for human





SEQ ID NO: 614


ortholog







h-miR-
CATGATCAGCTGGGCCAA
h-miR-501RP2
AAT+CCTT+TGTCCCTGG





501GS9
GATCTCACCCA

SEQ ID NO: 619






SEQ ID NO: 615










h-miR-
CATGATCAGCTGGGCCAA







501GS8
GATCTCACCC








SEQ ID NO: 616










h-miR-
CATGATCAGCTGGGCCAA







501GS7
GATCTCACC








SEQ ID NO: 617








21
mr-miR-501
mr-miR-
CATGATCAGCTGGGCCAA
mr-miR-
AA+T+CC+TTTGTCCCTGGG
Assay specific




501GS10
GATTTCACCCAG
501RP1
SEQ ID NO: 624
for rodent





SEQ ID NO: 620


ortholog







mr-miR-
CATGATCAGCTGGGCCAA
mr-miR-
AA+T+CC+TTTGTCCCTG





501GS9
GATTTCACCCA
501RP2
SEQ ID NO: 625






SEQ ID NO: 621










mr-miR-
CATGATCAGCTGGGCCAA







501GS8
GATTTCACCC








SEQ ID NO: 622










mr-miR-
CATGATCAGCTGGGCCAA







501GS7
GATTTCACC








SEQ ID NO: 623








22
hmr-miR-
hmr-miR-
CATGATCAGCTGGGCCAA
hmr-miR-
AAT+CG+TACAGGGTCAT
Conserved across



487b
487bGS10
GAAGTGGATGAC
487bRP1
SEQ ID NO: 630
all three





SEQ ID NO: 626


species







hmr-miR-
CATGATCAGCTGGGCCAA
hmr-miR-
A+AT+CG+TACAGGGTC





487bGS9
GAAGTGGATGA
487bRP2
SEQ ID NO: 631






SEQ ID NO: 627










hmr-miR-
CATGATCAGCTGGGCCAA







487bGS8
GAAGTGGATG








SEQ ID NO: 628










hmr-miR-
CATGATCAGCTGGGCCAA







487bGS7
GAAGTGGAT








SEQ ID NO: 629








23
h-miR-489
h-miR-
CATGATCAGCTGGGCCAA
h-miR-489RP1
AG+TGA+CATCACATATACG
Assay specific




489GS10
GAGCTGCCGTAT

SEQ ID NO: 636
for human





SEQ ID NO: 632


ortholog







h-miR-
CATGATCAGCTGGGCCAA
h-miR-489RP2
A+G+TGA+CATCACATATAC





489GS9
GAGCTGCCGTA

SEQ ID NO: 637






SEQ ID NO: 633










h-miR-
CATGATCAGCTGGGCCAA







489GS8
GAGCTGCCGT








SEQ ID NO: 634










h-miR-
CATGATCAGCTGGGCCAA







489GS7
GAGCTGCCG








SEQ ID NO: 635








24
m-miR-489
m-miR-
CATGATCAGCTGGGCCAA
m-miR-489RP1
AATGA+CA+CCACATATATG
Assay specific




489GS10
GAGCTGCCATAT

SEQ ID NO: 642
for mouse





SEQ ID NO: 638


ortholog







m-miR-
CATGATCAGCTGGGCCAA
m-miR-489RP2
AA+TGA+CA+CCACATAT





489GS9
GAGCTGCCATA

SEQ ID NO: 643






SEQ ID NO: 639










m-miR-
CATGATCAGCTGGGCCAA







489GS8
GAGCTGCCAT








SEQ ID NO: 640










m-miR-
CATGATCAGCTGGGCCAA







489GS7
GAGCTGCCA








SEQ ID NO: 641








25
r-miR-489
r-miR-
CATGATCAGCTGGGCCAA
r-miR-489RP1
AA+TGA+CA+TCACATATATG
Assay specific




489GS10
GAGCTGCCATAT

SEQ ID NO: 648
for rat ortholog





SEQ ID NO: 644










r-miR-
CATGATCAGCTGGGCCAA
r-miR-489RP2
AAT+GA+CA+TCACATATAT





489GS9
GAGCTGCCATA

SEQ ID NO: 649






SEQ ID NO: 645










r-miR-
CATGATCAGCTGGGCCAA







489GS8
GAGCTGCCAT








SEQ ID NO: 646










r-miR-
CATGATCAGCTGGGCCAA







489GS7
GAGCTGCCA








SEQ ID NO: 647








26
hmr-miR-
hmr-miR-
CATGATCAGCTGGGCCAA
hmr-miR-425-
AA+TGA+CACGATCACTCCC
Conserved across



425-5p
425-5pGS10
GATCAACGGGAG
5pRP1
SEQ ID NO: 654
all three





SEQ ID NO: 650


species







hmr-miR-
CATGATCAGCTGGGCCAA
hmr-miR-425-
AA+T+GA+CACGATCACTC





425-5pGS9
GATCAACGGGA
5pRP2
SEQ ID NO: 655






SEQ ID NO: 651










hmr-miR-
CATGATCAGCTGGGCCAA







425-5pGS8
GATCAACGGG








SEQ ID NO: 652










hmr-miR-
CATGATCAGCTGGGCCAA







425-5pGS7
GATCAACGG








SEQ ID NO: 653








27
hmr-miR-652
hmr-miR-
CATGATCAGCTGGGCCAA
hmr-miR-
AAT+GGCGCCACTAGGGTT
Conserved across




652GS10
GATGCACAACCC
652RP1
SEQ ID NO: 660
all three





SEQ ID NO: 656


species







hmr-miR-
CATGATCAGCTGGGCCAA
hmr-miR-
AAT+GG+CGCCACTAGGG





652GS9
GATGCACAACC
652RP2
SEQ ID NO: 661






SEQ ID NO: 657










hmr-miR-
CATGATCAGCTGGGCCAA







652GS8
GATGCACAAC








SEQ ID NO: 658










hmr-miR-
CATGATCAGCTGGGCCAA







652GS7
GATGCACAA








SEQ ID NO: 659








28
hmr-miR-
hmr-miR-
CATGATCAGCTGGGCCAA
hmr-miR-485-
AGA+GGCTGGCCGTGATG
Conserved across



485-5p
485-5pGS10
GAGAATTCATCA
5pRP1
SEQ ID NO: 666
all three





SEQ ID NO: 662


species







hmr-miR-
CATGATCAGCTGGGCCAA
hmr-miR-485-
AGA+GGCTGGCCGTGA





485-5pGS9
GAGAATTCATC
5pRP2
SEQ ID NO: 667






SEQ ID NO: 663










hmr-miR-
CATGATCAGCTGGGCCAA







485-5pGS8
GAGAATTCAT








SEQ ID NO: 664










hmr-miR-
CATGATCAGCTGGGCCAA







485-5pGS7
GAGAATTCA








SEQ ID NO: 665








29
has-miR-485-
hmr-miR-
CATGATCAGCTGGGCCAA
hmr-miR-485-
AG+TCATA+CACGGCTCTCC
Conserved across



3p
485-3pGS10
GAAGAGAGGAGA
3pRP1
SEQ ID NO: 672
all three





SEQ ID NO: 668


species







hmr-miR-
CATGATCAGCTGGGCCAA
hmr-miR-485-
AG+TC+ATACACGGCTCT





485-3pGS9
GAAGAGAGGAG
3pRP2
SEQ ID NO: 673






SEQ ID NO: 669










hmr-miR-
CATGATCAGCTGGGCCAA







485-3pGS8
GAAGAGAGGA








SEQ ID NO: 670










hmr-miR-
CATGATCAGCTGGGCCAA







485-3pGS7
GAAGAGAGG








SEQ ID NO: 671








30
hmr-miR-
hmr-miR-
CATGATCAGCTGGGCCAA
hmr-miR-369-
A+GA+TC+GACCGTGTTAT
Conserved across



369-5p
369-5pGS10
GACGAATATAAC
5pRP1
SEQ ID NO: 678
all three





SEQ ID NO: 674


species







hmr-miR-
CATGATCAGCTGGGCCAA
hmr-miR-369-
A+GA+TCGACCGTGTT





369-5pGS9
GACGAATATAA
5pRP2
SEQ ID NO: 679






SEQ ID NO: 675










hmr-miR-
CATGATCAGCTGGGCCAA







369-5pGS8
GACGAATATA








SEQ ID NO: 676










hmr-miR-
CATGATCAGCTGGGCCAA







369-5pGS7
GACGAATAT








SEQ ID NO: 677








31
hmr-miR-671
hmr-miR-
CATGATCAGCTGGGCCAA
hmr-miR-
A+GGAAGCCCTGGAGGGGCT
Conserved across




671GS10
GACCTCCAGCCC
671RP1
SEQ ID NO: 684
all three





SEQ ID NO: 680


species







hmr-miR-
CATGATCAGCTGGGCCAA
hmr-miR-
A+GGAAGCCCTGGAGGGG





671GS9
GACCTCCAGCC
671RP2
SEQ ID NO: 685






SEQ ID NO: 681










hmr-miR-
CATGATCAGCTGGGCCAA







671GS8
GACCTCCAGC








SEQ ID NO: 682










hmr-miR-
CATGATCAGCTGGGCCAA







671GS7
GACCTCCAG








SEQ ID NO: 683








32
h-miR-449b
h-miR-
CATGATCAGCTGGGCCAA
h-miR-
A+GGC+AGTGTATTGTTAG
Assay specific




449bGS10
GAGCCAGCTAAC
449bRP1
SEQ ID NO: 690
for human





SEQ ID NO: 686


ortholog







h-miR-
CATGATCAGCTGGGCCAA
h-miR-
AG+GC+AG+TGTATTGTT





449bGS9
GAGCCAGCTAA
449bRP2
SEQ ID NO: 691






SEQ ID NO: 687










h-miR-
CATGATCAGCTGGGCCAA







449bGS8
GAGCCAGCTA








SEQ ID NO: 688










h-miR-
CATGATCAGCTGGGCCAA







449bGS7
GAGCCAGCT








SEQ ID NO: 689








33
mr-miR-449b
mr-miR-
CATGATCAGCTGGGCCAA
mr-miR-
A+GGC+AGTGCATTGCTA
Assay specific




449bGS10
GACCAGCTAGCA
449bRP1
SEQ ID NO: 696
for rodent





SEQ ID NO: 692


ortholog







mr-miR-
CATGATCAGCTGGGCCAA
mr-miR-
A+GG+CAGTGCATTGC





449bGS9
GACCAGCTAGC
449bRP2
SEQ ID NO: 697






SEQ ID NO: 693










mr-miR-
CATGATCAGCTGGGCCAA







449bGS8
GACCAGCTAG








SEQ ID NO: 694










mr-miR-
CATGATCAGCTGGGCCAA







449bGS7
GACCAGCTA








SEQ ID NO: 695








34
m-miR-699
m-miR-
CATGATCAGCTGGGCCAA
m-miR-699RP1
A+GGCAGTGCGACCTG
Mouse specific;




699GS10
GACGAGCCAGGT

SEQ ID NO: 702
ortholog to





SEQ ID NO: 698


miR-34c







m-miR-
CATGATCAGCTGGGCCAA
m-miR-699RP2
A+GG+CAGTGCGACC





699GS9
GACGAGCCAGG

SEQ ID NO: 703






SEQ ID NO: 699










m-miR-
CATGATCAGCTGGGCCAA







699GS8
GACGAGCCAG








SEQ ID NO: 700










m-miR-
CATGATCAGCTGGGCCAA







699GS7
GACGAGCCA








SEQ ID NO: 701








35
hmr-miR-
hmr-miR-
CATGATCAGCTGGGCCAA
hmr-miR-409-
A+GGT+TACCCGAGCAACT
Conserved across



409-5p
409-5pGS10
GACAAAGTTGCT
5pRP1
SEQ ID NO: 708
all three





SEQ ID NO: 704


species







hmr-miR-
CATGATCAGCTGGGCCAA
hmr-miR-409-
A+GG+TTACCCGAGCAA





409-5pGS9
GACAAAGTTGC
5pRP2
SEQ ID NO: 709






SEQ ID NO: 705










hmr-miR-
CATGATCAGCTGGGCCAA







409-5pGS8
GACAAAGTTG








SEQ ID NO: 706










hmr-miR-
CATGATCAGCTGGGCCAA







409-5pGS7
GACAAAGTT








SEQ ID NO: 707








36
hmr-miR-
hmr-miR-
CATGATCAGCTGGGCCAA
hmr-miR-409-
G+AA+TGTTGCTCGGTGAAC
Conserved across



409-3p
409-3pGS10
GAAAGGGGTTCA
3pRP1
SEQ ID NO: 714
all three





SEQ ID NO: 710


species







hmr-miR-
CATGATCAGCTGGGCCAA
hmr-miR-409-
G+AA+TGTTGCTCGGTGA





409-3pGS9
GAAAGGGGTTC
3pRP2
SEQ ID NO: 715






SEQ ID NO: 711










hmr-miR-
CATGATCAGCTGGGCCAA







409-3pGS8
GAAAGGGGTT








SEQ ID NO: 712










hmr-miR-
CATGATCAGCTGGGCCAA







409-3pGS7
GAAAGGGGT








SEQ ID NO: 713








37
hmr-miR-491
hmr-miR-
CATGATCAGCTGGGCCAA
hmr-miR-
AG+TGG+GGAACCCTTCCA
Conserved across




491GS10
GACCTCATGGAA
491RP1
SEQ ID NO: 720
alll three





SEQ ID NO: 716


species







hmr-miR-
CATGATCAGCTGGGCCAA
hmr-miR-
AG+TG+GGGAACCCTTC





491GS9
GACCTCATGGA
491RP2
SEQ ID NO: 721






SEQ ID NO: 717










hmr-miR-
CATGATCAGCTGGGCCAA







491GS8
GACCTCATGG








SEQ ID NO: 718










hmr-miR-
CATGATCAGCTGGGCCAA







491GS7
GACCTCATG








SEQ ID NO: 719








38
h-miR-384
h-miR-
CATGATCAGCTGGGCCAA
h-miR-384RP1
A+TT+CCT+AGAAATTGTTC
Assay specific




384GS10
GATATGAACAAT

SEQ ID NO: 726
for human





SEQ ID NO: 722


ortholog







h-miR-
CATGATCAGCTGGGCCAA
h-miR-384RP2
A+TT+CCT+AG+AAATTGT





384GS9
GATATGAACAA

SEQ ID NO: 727






SEQ ID NO: 723










h-miR-
CATGATCAGCTGGGCCAA







384GS8
GATATGAACA








SEQ ID NO: 724










h-miR-
CATGATCAGCTGGGCCAA







384GS7
GATATGAAC








SEQ ID NO: 725








39
mr-miR-384
mr-miR-
CATGATCAGCTGGGCCAA
mr-miR-
A+TT+CCT+AGAAATTGTT
Assay specific




384GS10
GATGTGAACAAT
384RP1
SEQ ID NO: 732
for rodent





SEQ ID NO: 728


ortholog







mr-miR-
CATGATCAGCTGGGCCAA
mr-miR-
A+TT+CCT+AG+AAATTGTT





384GS9
GATGTGAACAA
384RP2
SEQ ID NO: 733






SEQ ID NO: 729










mr-miR-
CATGATCAGCTGGGCCAA







384GS8
GATGTGAACA








SEQ ID NO: 730










mr-miR-
CATGATCAGCTGGGCCAA







384GS7
GATGTGAAC








SEQ ID NO: 731








40
hmr-miR-20b
hmr-miR-
CATGATCAGCTGGGCCAA
hmr-miR-
C+AA+AG+TGCTCATAGTGCA
Conserved across




20bGS10
GAACCTGCACTA
20bRP1
SEQ ID NO: 738
all three





SEQ ID NO: 734


species







hmr-miR-
CATGATCAGCTGGGCCAA
hmr-miR-
CAA+AG+TG+CTCATAGTG





20bGS9
GAACCTGCACT
20bRP2
SEQ ID NO: 739






SEQ ID NO: 735










hmr-miR-
CATGATCAGCTGGGCCAA







20bGS8
GAACCTGCAC








SEQ ID NO: 736










hmr-miR-
CATGATCAGCTGGGCCAA







20bGS7
GAACCTGCA








SEQ ID NO: 737








41
hmr-miR-490
hmr-miR-
CATGATCAGCTGGGCCAA
hmr-miR-
C+AA+CCTGGAGGACTCCA
Conserved across




490GS10
GACAGCATGGAG
490RP1
SEQ ID NO: 744
all three





SEQ ID NO: 740


species







hmr-miR-
CATGATCAGCTGGGCCAA
hmr-miR-
CAA+CCT+GGAGGACTC





490GS9
GACAGCATGGA
490RP2
SEQ ID NO: 745






SEQ ID NO: 741










hmr-miR-
CATGATCAGCTGGGCCAA







490GS8
GACAGCATGG








SEQ ID NO: 742










hmr-miR-
CATGATCAGCTGGGCCAA







490GS7
GACAGCATG








SEQ ID NO: 743








42
hmr-miR-497
hmr-miR-
CATGATCAGCTGGGCCAA
hmr-miR-
C+AG+CAGCACACTGTGG
Conserved across




497GS10
GAACAAACCACA
497RP1
SEQ ID NO: 750
all three





SEQ ID NO: 746


species







hmr-miR-
CATGATCAGCTGGGCCAA
hmr-miR-
C+AG+CAGCACACTGTG





497GS9
GAACAAACCAC
497RP2
SEQ ID NO: 751






SEQ ID NO: 747










hmr-miR-
CATGATCAGCTGGGCCAA







497GS8
GAACAAACCA








SEQ ID NO: 748










hmr-miR-
CATGATCAGCTGGGCCAA







497GS7
GAACAAACC








SEQ ID NO: 749








43
h-miR-301b
h-miR-
CATGATCAGCTGGGCCAA
h-miR-
C+AG+TG+CAATGATATTGTCA
Assay specific




301bGS10
GATGCTTTGACA
301bRP1
SEQ ID NO: 756
for human





SEQ ID NO: 752


ortholog







h-miR-
CATGATCAGCTGGGCCAA
h-miR-
C+AG+TG+CAATGATATTGT





301bGS9
GATGCTTTGAC
301bRP2
SEQ ID NO: 757






SEQ ID NO: 753










h-miR-
CATGATCAGCTGGGCCAA







301bGS8
GATGCTTTGA








SEQ ID NO: 754










h-miR-
CATGATCAGCTGGGCCAA







301bGS7
GATGCTTTG








SEQ ID NO: 755








44
mr-miR-301b
mr-miR-
CATGATCAGCTGGGCCAA
mr-miR-
C+AG+TG+CAATGGTATTGTCA
Assay specific




301bGS10
GATGCTTTGACA
301bRP1
SEQ ID NO: 762
for rodent





SEQ ID NO: 758


ortholog







mr-miR-
CATGATCAGCTGGGCCAA
mr-miR-
C+AG+TG+CAATGGTATTGT





301bGS9
GATGCTTTGAC
301bRP2
SEQ ID NO: 763






SEQ ID NO: 759










mr-miR-
CATGATCAGCTGGGCCAA







301bGS8
GATGCTTTGA








SEQ ID NO: 760










mr-miR-
CATGATCAGCTGGGCCAA







301bGS7
GATGCTTTG








SEQ ID NO: 761








45
hmr-miR-721
hmr-miR-
CATGATCAGCTGGGCCAA
hmr-miR-
C+AG+TG+CAATTAAAAGGG
Conserved across




721GS10
GATTCCCCCTTT
721RP1
SEQ ID NO: 768
all three





SEQ ID NO: 764


species







hmr-miR-
CATGATCAGCTGGGCCAA
hmr-miR-
C+AG+TG+CAATTAAAAG





721GS9
GATTCCCCCTT
721RP2
SEQ ID NO: 769






SEQ ID NO: 765










hmr-miR-
CATGATCAGCTGGGCCAA







721GS8
GATTCCCCCT








SEQ ID NO: 766










hmr-miR-
CATGATCAGCTGGGCCAA







721GS7
GATTCCCCC








SEQ ID NO: 767








46
hmr-miR-532
hmr-miR-
CATGATCAGCTGGGCCAA
hmr-miR-
CA+TG+CCTTGAGTGTAGG
Conserved across




532GS10
GAACGGTCCTAC
532RP1
SEQ ID NO: 774
all three





SEQ ID NO: 770


species







hmr-miR-
CATGATCAGCTGGGCCAA
hmr-miR-
CA+TG+CCTTGAGTGTA





532GS9
GAACGGTCCTA
532RP2
SEQ ID NO: 775






SEQ ID NO: 771










hmr-miR-
CATGATCAGCTGGGCCAA







532GS8
GAACGGTCCT








SEQ ID NO: 772










hmr-miR-
CATGATCAGCTGGGCCAA







532GS7
GAACGGTCC








SEQ ID NO: 773








47
h-miR-488
h-miR-
CATGATCAGCTGGGCCAA
h-miR-488RP1
C+CCA+GATAATGGCACT
Assay specific




488GS10
GATTGAGAGTGC

SEQ ID NO: 780
for human





SEQ ID NO: 776


ortholog







h-miR-
CATGATCAGCTGGGCCAA
h-miR-488RP2
C+CC+A+GATAATGGCA





488GS9
GATTGAGAGTG

SEQ ID NO: 781






SEQ ID NO: 777










h-miR-
CATGATCAGCTGGGCCAA







488GS8
GATTGAGAGT








SEQ ID NO: 778










h-miR-
CATGATCAGCTGGGCCAA







488GS7
GATTGAGAG








SEQ ID NO: 779








48
mr-miR-488
mr-miR-
CATGATCAGCTGGGCCAA
mr-miR-
C+CCA+GATAATAGCACT
Assay specific




488GS10
GATTGAGAGTGC
488RP1
SEQ ID NO: 786
for rodent





SEQ ID NO: 782


ortholog







mr-miR-
CATGATCAGCTGGGCCAA
mr-miR-
C+CC+A+GATAATAGCA





488GS9
GATTGAGAGTG
488RP2
SEQ ID NO: 787






SEQ ID NO: 783










mr-miR-
CATGATCAGCTGGGCCAA







488GS8
GATTGAGAGT








SEQ ID NO: 784










mr-miR-
CATGATCAGCTGGGCCAA







488GS7
GATTGAGAG








SEQ ID NO: 785








49
hmr-miR-539
hmr-miR-
CATGATCAGCTGGGCCAA
hmr-miR-
GG+AG+AAATTATCCTTGGT
Conserved across




539GS10
GAACACACCAAG
539RP1
SEQ ID NO: 792
all three





SEQ ID NO: 788


species







hmr-miR-
CATGATCAGCTGGGCCAA
hmr-miR-
G+GA+G+AAATTATCCTTGG





539GS9
GAACACACCAA
539RP2
SEQ ID NO: 793






SEQ ID NO: 789










hmr-miR-
CATGATCAGCTGGGCCAA







539GS8
GAACACACCA








SEQ ID NO: 790










hmr-miR-
CATGATCAGCTGGGCCAA







539GS7
GAACACACC








SEQ ID NO: 791








50
h-miR-505
h-miR-
CATGATCAGCTGGGCCAA
h-miR-505RP1
GT+CAA+CACTTGCTGGTT
Assay specific




505GS10
GAGAGGAAACCA

SEQ ID NO: 798
for human





SEQ ID NO: 794


ortholog







h-miR-
CATGATCAGCTGGGCCAA
h-miR-505RP2
G+T+CAA+CACTTGCTGG





505GS9
GAGAGGAAACC

SEQ ID NO: 799






SEQ ID NO: 795










h-miR-
CATGATCAGCTGGGCCAA







505GS8
GAGAGGAAAC








SEQ ID NO: 796










h-miR-
CATGATCAGCTGGGCCAA







505GS7
GAGAGGAAA








SEQ ID NO: 797








51
mr-miR-505
mr-miR-
CATGATCAGCTGGGCCAA
mr-miR-
CG+T+CAA+CA+CTTGCTGGT
Assay specific




505GS10
GAGGAAACCAGC
505RP1
SEQ ID NO: 804
for rodent





SEQ ID NO: 800


ortholog







mr-miR-
CATGATCAGCTGGGCCAA
mr-miR-
CG+T+CAA+CA+CTTGCTG





505GS9
GAGGAAACCAG
505RP2
SEQ ID NO: 805






SEQ ID NO: 801










mr-miR-
CATGATCAGCTGGGCCAA







505GS8
GAGGAAACCA








SEQ ID NO: 802










mr-miR-
CATGATCAGCTGGGCCAA







505GS7
GAGGAAACC








SEQ ID NO: 803








52
h-miR-18b
h-miR-
CATGATCAGCTGGGCCAA
h-miR-18bRP1
TAA+GG+TGCATCTAGTGC
Assay specific




18bGS10
GATAACTGCACT

SEQ ID NO: 810
for human





SEQ ID NO: 806


ortholog







h-miR-
CATGATCAGCTGGGCCAA
h-miR-18bRP2
T+AA+GG+TGCATCTAGT





18bGS9
GATAACTGCAC

SEQ ID NO: 811






SEQ ID NO: 807










h-miR-
CATGATCAGCTGGGCCAA







18bGS8
GATAACTGCA








SEQ ID NO: 808










h-miR-
CATGATCAGCTGGGCCAA







18bGS7
GATAACTGC








SEQ ID NO: 809








53
mr-miR-18b
mr-miR-
CATGATCAGCTGGGCCAA
mr-miR-
T+AA+GG+TGCATCTAGTGC
Assay specific




18bGS10
GATAACAGCACT
18bRP1
SEQ ID NO: 816
for rodent





SEQ ID NO: 812


ortholog







mr-miR-
CATGATCAGCTGGGCCAA
mr-miR-
TAA+GG+TG+CATCTAGT





18bGS9
GATAACAGCAC
18bRP2
SEQ ID NO: 817






SEQ ID NO: 813










mr-miR-
CATGATCAGCTGGGCCAA







18bGS8
GATAACAGCA








SEQ ID NO: 814










mr-miR-
CATGATCAGCTGGGCCAA







18bGS7
GATAACAGC








SEQ ID NO: 815








54
hmr-miR-503
hmr-miR-
CATGATCAGCTGGGCCAA
hmr-miR-
T+AGC+AGCGGGAACAGT
Conserved across




503GS10
GACAGTACTGTT
503RP1
SEQ ID NO: 822
all three





SEQ ID NO: 818


species







hmr-miR-
CATGATCAGCTGGGCCAA
hmr-miR-
T+AGC+AGCGGGAACA





503GS9
GACAGTACTGT
503RP2
SEQ ID NO: 823






SEQ ID NO: 819










hmr-miR-
CATGATCAGCTGGGCCAA







503GS8
GACAGTACTG








SEQ ID NO: 820










hmr-miR-
CATGATCAGCTGGGCCAA







503GS7
GACAGTACT








SEQ ID NO: 821








55
hmr-miR-455
hmr-miR-
CATGATCAGCTGGGCCAA
hmr-miR-
TA+TG+TGCCTTTGGACTA
Conserved across




455GS10
GACGATGTAGTC
455RP1
SEQ ID NO: 828
all three





SEQ ID NO: 824


species







hmr-miR-
CATGATCAGCTGGGCCAA
hmr-miR-
TA+TG+TGCCTTTGGAC





455GS9
GACGATGTAGT
455RP2
SEQ ID NO: 829






SEQ ID NO: 825










hmr-miR-
CATGATCAGCTGGGCCAA







455GS8
GACGATGTAG








SEQ ID NO: 826










hmr-miR-
CATGATCAGCTGGGCCAA







455GS7
GACGATGTA








SEQ ID NO: 827








56
hmr-miR-92b
hmr-miR-
CATGATCAGCTGGGCCAA
hmr-miR-
TAT+TG+CACTCGTCCCG
Conserved across




92bGS10
GAGAGGCCGGGA
92bRP1
SEQ ID NO: 834
all three





SEQ ID NO: 830


species







hmr-miR-
CATGATCAGCTGGGCCAA
hmr-miR-
TAT+TG+CACTCGTCCC





92bGS9
GAGAGGCCGGG
92bRP2
SEQ ID NO: 835






SEQ ID NO: 831










hmr-miR-
CATGATCAGCTGGGCCAA







92bGS8
GAGAGGCCGG








SEQ ID NO: 832










hmr-miR-
CATGATCAGCTGGGCCAA







92bGS7
GAGAGGCCG








SEQ ID NO: 833








57
h-miR-483
h-miR-
CATGATCAGCTGGGCCAA
h-miR-483RP1
T+CAC+TCCTCTCCTCCCGT
Assay specific




483GS10
GAAGAAGACGGG

SEQ ID NO: 840
for human





SEQ ID NO: 836


ortholog







h-miR-
CATGATCAGCTGGGCCAA
h-miR-483RP2
T+CAC+TCCTCTCCTCCC





483GS9
GAAGAAGACGG

SEQ ID NO: 841






SEQ ID NO: 837










h-miR-
CATGATCAGCTGGGCCAA







483GS8
GAAGAAGACG








SEQ ID NO: 838










h-miR-
CATGATCAGCTGGGCCAA







483GS7
GAAGAAGAC








SEQ ID NO: 839








58
mr-miR-483
mr-miR-
CATGATCAGCTGGGCCAA
mr-miR-
TC+ACTCCTCCCCTCCCGT
Assay specific




483GS10
GAACAAGACGGG
483RP1
SEQ ID NO: 846
for rodent





SEQ ID NO: 842


ortholog







mr-miR-
CATGATCAGCTGGGCCAA
mr-miR-
TC+ACTCCTCCCCTCCC





483GS9
GAACAAGACGG
483RP2
SEQ ID NO: 847






SEQ ID NO: 843










mr-miR-
CATGATCAGCTGGGCCAA







483GS8
GAACAAGACG








SEQ ID NO: 844










mr-miR-
CATGATCAGCTGGGCCAA







483GS7
GAACAAGAC








SEQ ID NO: 845








59
hmr-miR-484
hmr-miR-
CATGATCAGCTGGGCCAA
hmr-miR-
TCA+GGCTCAGTCCCCTC
Conserved across




484GS10
GAATCGGGAGGG
484RP1
SEQ ID NO: 852
all three





SEQ ID NO: 848


species







hmr-miR-
CATGATCAGCTGGGCCAA
hmr-miR-
TC+AGGCTCAGTCCCC





484GS9
GAATCGGGAGG
484RP2
SEQ ID NO: 853






SEQ ID NO: 849










hmr-miR-
CATGATCAGCTGGGCCAA







484GS8
GAATCGGGAG








SEQ ID NO: 850










hmr-miR-
CATGATCAGCTGGGCCAA







484GS7
GAATCGGGA








SEQ ID NO: 851








60
mmu-miR-
hmr-miR-
CATGATCAGCTGGGCCAA
hmr-miR-
TC+CCTGAGGAGCCCTTTGA
Rodent specific;



351
351GS10
GACAGGCTCAAA
351RP1
SEQ ID NO: 858
ortholog to





SEQ ID NO: 854


human miR-125







hmr-miR-
CATGATCAGCTGGGCCAA
hmr-miR-
TC+CCTGAGGAGCCCTTT





351GS9
GACAGGCTCAA
351RP2
SEQ ID NO: 859






SEQ ID NO: 855










hmr-miR-
CATGATCAGCTGGGCCAA







351GS8
GACAGGCTCA








SEQ ID NO: 856










hmr-miR-
CATGATCAGCTGGGCCAA







351GS7
GACAGGCTC








SEQ ID NO: 857








61
hmr-miR-615
hmr-miR-
CATGATCAGCTGGGCCAA
hmr-miR-
TC+CGAGCCTGGGTCTC
Conserved across




615GS10
GAAGAGGGAGAC
615RP1
SEQ ID NO: 864
all three





SEQ ID NO: 860


species







hmr-miR-
CATGATCAGCTGGGCCAA
hmr-miR-
TC+CGAGCCTGGGTC





615GS9
GAAGAGGGAGA
615RP2
SEQ ID NO: 865






SEQ ID NO: 861










hmr-miR-
CATGATCAGCTGGGCCAA







615GS8
GAAGAGGGAG








SEQ ID NO: 862










hmr-miR-
CATGATCAGCTGGGCCAA







615GS7
GAAGAGGGA








SEQ ID NO: 863








62
hmr-miR-486
hmr-miR-
CATGATCAGCTGGGCCAA
hmr-miR-
T+CC+TGTACTGAGCTGCC
Conserved across




486GS10
GACTCGGGGCAG
486RP1
SEQ ID NO: 870
all three





SEQ ID NO: 866


species







hmr-miR-
CATGATCAGCTGGGCCAA
hmr-miR-
T+CC+TGTACTGAGCTG





486GS9
GACTCGGGGCA
486RP2
SEQ ID NO: 871






SEQ ID NO: 867










hmr-miR-
CATGATCAGCTGGGCCAA







486GS8
GACTCGGGGC








SEQ ID NO: 868










hmr-miR-
CATGATCAGCTGGGCCAA







486GS7
GACTCGGGG








SEQ ID NO: 869








63
hmr-miR-494
hmr-miR-
CATGATCAGCTGGGCCAA
hmr-miR-
T+GA+AA+CATACACGGGA
Conserved across




494GS10
GAAGGTTTCCCG
494RP1
SEQ ID NO: 876
all three





SEQ ID NO: 872


species







hmr-miR-
CATGATCAGCTGGGCCAA
hmr-miR-
T+GA+AA+CATACACGG





494GS9
GAAGGTTTCCC
494RP2
SEQ ID NO: 877






SEQ ID NO: 873










hmr-miR-
CATGATCAGCTGGGCCAA







494GS8
GAAGGTTTCC








SEQ ID NO: 874










hmr-miR-
CATGATCAGCTGGGCCAA







494GS7
GAAGGTTTC








SEQ ID NO: 875








64
hmr-miR-
hmr-miR-
CATGATCAGCTGGGCCAA
hmr-miR-493-
T+GAA+GGTCTACTGTG
Conserved across



493-3p
493-3pGS10
GACTGGCACACA
3pRP1
SEQ ID NO: 882
all three





SEQ ID NO: 878


species







hmr-miR-
CATGATCAGCTGGGCCAA
hmr-miR-493-
T+GAA+GGTCTACTGT





493-3pGS9
GACTGGCACAC
3pRP2
SEQ ID NO: 883






SEQ ID NO: 879










hmr-miR-
CATGATCAGCTGGGCCAA







493-3pGS8
GACTGGCACA








SEQ ID NO: 880










hmr-miR-
CATGATCAGCTGGGCCAA







493-3pGS7
GACTGGCAC








SEQ ID NO: 881








65
hmr-miR-
hmr-miR-
CATGATCAGCTGGGCCAA
hmr-miR-
T+GA+GAAC+TGAATTCCATA
Conserved across



146b
146bGS10
GAAGCCTATGGA
146bRP1
SEQ ID NO: 888
all three





SEQ ID NO: 884


species







hmr-miR-
CATGATCAGCTGGGCCAA
hmr-miR-
T+GA+GAAC+TGAATTCCA





146bGS9
GAAGCCTATGG
146bRP2
SEQ ID NO: 889






SEQ ID NO: 885










hmr-miR-
CATGATCAGCTGGGCCAA







146bGS8
GAAGCCTATG








SEQ ID NO: 886










hmr-miR-
CATGATCAGCTGGGCCAA







146bGS7
GAAGCCTAT








SEQ ID NO: 887








66
r-miR-1
r-miR-
CATGATCAGCTGGGCCAA
r-miR-1RP1
T+G+GAA+TGTAAAGAAGTG
Assay specific




1GS10
GATACACACTTC

SEQ ID NO: 894
for rat





SEQ ID NO: 890


ortholog







r-miR-1GS9
CATGATCAGCTGGGCCAA
r-miR-1RP2
T+G+GAA+TGTAAAGAAG






GATACACACTT

SEQ ID NO: 895






SEQ ID NO: 891










r-miR-1GS8
CATGATCAGCTGGGCCAA








GATACACACT








SEQ ID NO: 892










r-miR-1GS7
CATGATCAGCTGGGCCAA








GATACACAC








SEQ ID NO: 893








67
h-miR-675-5p
h-miR-675-
CATGATCAGCTGGGCCAA
h-miR-675-
T+GGTGCGGAGAGGGCCCA
Assay specific




5pGS10
GACACTGTGGGC
5pRP1
SEQ ID NO: 900
for human





SEQ ID NO: 896


ortholog







h-miR-675-
CATGATCAGCTGGGCCAA
h-miR-675-
T+GGTGCGGAGAGGGC





5pGS9
GACACTGTGGG
5pRP2
SEQ ID NO: 901






SEQ ID NO: 897










h-miR-675-
CATGATCAGCTGGGCCAA







5pGS8
GACACTGTGG








SEQ ID NO: 898










h-miR-675-
CATGATCAGCTGGGCCAA







5pGS7
GACACTGTG








SEQ ID NO: 899








68
mr-miR-675-
mr-miR-
CATGATCAGCTGGGCCAA
mr-miR-675-
T+GGTGCGGAAAGGGCC
Assay specific



5p
675-5pGS10
GAACTGTGGGCC
5pRP1
SEQ ID NO: 906
for rodent





SEQ ID NO: 902


ortholog







mr-miR-
CATGATCAGCTGGGCCAA
mr-miR-675-
T+GGTGCGGAAAGGG





675-5pGS9
GAACTGTGGGC
5pRP2
SEQ ID NO: 907






SEQ ID NO: 903










mr-miR-
CATGATCAGCTGGGCCAA







675-5pGS8
GAACTGTGGG








SEQ ID NO: 904










mr-miR-
CATGATCAGCTGGGCCAA







675-5pGS7
GAACTGTGG








SEQ ID NO: 905








69
hmr-miR-668
hmr-miR-
CATGATCAGCTGGGCCAA
hmr-miR-
TG+TCACTCGGCTCGGCC
Conserved across




668GS10
GAGTAGTGGGCC
668RP1
SEQ ID NO: 912
all three





SEQ ID NO: 908


species







hmr-miR-
CATGATCAGCTGGGCCAA
hmr-miR-
TG+TCACTCGGCTCGG





668GS9
GAGTAGTGGGC
668RP2
SEQ ID NO: 913






SEQ ID NO: 909










hmr-miR-
CATGATCAGCTGGGCCAA







668GS8
GAGTAGTGGG








SEQ ID NO: 910










hmr-miR-
CATGATCAGCTGGGCCAA







668GS7
GAGTAGTGG








SEQ ID NO: 911








70
r-miR-346
r-miR-
CATGATCAGCTGGGCCAA
r-miR-346RP1
TGTC+TGCCTGAGTGCCTG
Assay specific




346GS10
GAAGAGGCAGGC

SEQ ID NO: 918
for rat





SEQ ID NO: 914


ortholog







r-miR-
CATGATCAGCTGGGCCAA
r-miR-346RP2
TGTC+TGCCTGAGTGCC





346GS9
GAAGAGGCAGG

SEQ ID NO: 919






SEQ ID NO: 915










r-miR-
CATGATCAGCTGGGCCAA







346GS8
GAAGAGGCAG








SEQ ID NO: 916










r-miR-
CATGATCAGCTGGGCCAA







346GS7
GAAGAGGCA








SEQ ID NO: 917








71
hmr-miR-
hmr-miR-
CATGATCAGCTGGGCCAA
hmr-miR-542-
TG+TGA+CAGATTGATAACT
Conserved across



542-3p
542-3pGS10
GATTCAGTTATC
3pRP1
SEQ ID NO: 924
all three





SEQ ID NO: 920


species







hmr-miR-
CATGATCAGCTGGGCCAA
hmr-miR-542-
TG+T+GA+CAGATTGATAA





542-3pGS9
GATTCAGTTAT
3pRP2
SEQ ID NO: 925






SEQ ID NO: 921










hmr-miR-
CATGATCAGCTGGGCCAA







542-3pGS8
GATTCAGTTA








SEQ ID NO: 922










hmr-miR-
CATGATCAGCTGGGCCAA







542-3pGS7
GATTCAGTT








SEQ ID NO: 923








72
hmr-miR-
hmr-miR-
CATGATCAGCTGGGCCAA
hmr-miR-542-
CTC+GG+GGATCATCATG
Conserved across



542-5p
542-5pGS10
GACGTGACATGATG
5pRP1
SEQ ID NO: 930
all three





SEQ ID NO: 926


species







hmr-miR-
CATGATCAGCTGGGCCAA
hmr-miR-542-
C+TC+GGGGATCATCAT





542-5pGS9
GACGTGACATG
5pRP2
SEQ ID NO: 931






SEQ ID NO: 927










hmr-miR-
CATGATCAGCTGGGCCAA







542-5pGS8
GACGTGACAT








SEQ ID NO: 928










hmr-miR-
CATGATCAGCTGGGCCAA







542-5pGS7
GACGTGACA








SEQ ID NO: 929








73
hmr-miR-499
hmr-miR-
CATGATCAGCTGGGCCAA
hmr-miR-
T+TAA+GA+CTTGCAGTGAT
Conserved across




499GS10
GAAAACATCACT
499RP1
SEQ ID NO: 936
all three





SEQ ID NO: 932


species







hmr-miR-
CATGATCAGCTGGGCCAA
hmr-miR-
T+TAA+GA+CTTGCAGTG





499GS9
GAAAACATCAC
499RP2
SEQ ID NO: 937






SEQ ID NO: 933










hmr-miR-
CATGATCAGCTGGGCCAA







499GS8
GAAAACATCA








SEQ ID NO: 934










hmr-miR-
CATGATCAGCTGGGCCAA







499GS7
GAAAACATC








SEQ ID NO: 935








74
hmr-miR-758
hmr-miR-
CATGATCAGCTGGGCCAA
hmr-miR-
TT+TG+TGACCTGGTCCAC
Conserved across




758GS10
GAGTTAGTGGAC
758RP1
SEQ ID NO: 942
all three





SEQ ID NO: 938


species







hmr-miR-
CATGATCAGCTGGGCCAA
hmr-miR-
TT+TG+T+GACCTGGTCC





758GS9
GAGTTAGTGGA
758RP2
SEQ ID NO: 943






SEQ ID NO: 939










hmr-miR-
CATGATCAGCTGGGCCAA







758GS8
GAGTTAGTGG








SEQ ID NO: 940










hmr-miR-
CATGATCAGCTGGGCCAA







758GS7
GAGTTAGTG








SEQ ID NO: 941








75
hmr-miR-194
miR-
CATGATCAGCTGGGCCAA
miR-194RP1
TG+TAA+CAGCAACTCCA
Conserved across




194GSP10
GATCCACATGGA

SEQ ID NO: 948
all three





SEQ ID NO: 944


species







miR-
CATGATCAGCTGGGCCAA
miR-RP2
TG+TAA+CA+GCAACTCCAT





194GSP9
GATCCACATGG

SEQ ID NO: 949






SEQ ID NO: 945










miR-
CATGATCAGCTGGGCCAA







194GSP8
GATCCACATG








SEQ ID NO: 946










miR-
CATGATCAGCTGGGCCAA







194GSP7
GATCCACAT








SEQ ID NO: 947








76
hmr-miR-206
mir-
CATGATCAGCTGGGCCAA
mir-206RP1
T+GGAA+TGTAAGGAAGT
Conserved across




206GSP10
GACCACACACTT

SEQ ID NO: 954
all three





SEQ ID NO: 950


species







mir-
CATGATCAGCTGGGCCAA
miR-206RP2
T+G+GAA+TGTAAGGAAGTGT





206GSP9
GACCACACACT

SEQ ID NO: 955






SEQ ID NO: 951










mir-
CATGATCAGCTGGGCCAA







206GSP8
GACCACACAC








SEQ ID NO: 952










mir-
CATGATCAGCTGGGCCAA







206GSP7
GACCACACA








SEQ ID NO: 953








77
hmr-miR-1
miR-1GS10
CATGATCAGCTGGGCCAA
miR-1RP1
TG+GAA+TG+TAAAGAAGTA
Conserved across





GATACATACTTC

(SEQ ID NO: 959)
all three





(SEQ ID NO: 47)


species







miR-1GS9
CATGATCAGCTGGGCCAA
miR-1RP2
T+G+GAA+TG+TAAAGAAGT






GATACATACTT

(SEQ ID NO: 48)






(SEQ ID NO: 956)










miR-1GS8
CATGATCAGCTGGGCCAA








GATACATACT








(SEQ ID NO: 957)










miR-1GS7
CATGATCAGCTGGGCCAA








GATACATAC








(SEQ ID NO: 958)








78
hmr-miR-9
miR-9GS10
CATGATCAGCTGGGCCAA
miR-9RP1
T+CTTT+GGTTATCTAGCT
Conserved across





GATCATACAGCT

(SEQ ID NO: 964)
all three





(SEQ ID NO: 960)


species







miR-9GS9
CATGATCAGCTGGGCCAA
miR-9RP2
TC+TTT+GGTT+ATCTAGCTGT






GATCATACAGC

A






(SEQ ID NO: 961)

(SEQ ID NO: 965)








miR-9GS8
CATGATCAGCTGGGCCAA








GATCATACAG








(SEQ ID NO: 962)










miR-9GS7
CATGATCAGCTGGGCCAA








GATCATACA








(SEQ ID NO 963)



















TABLE 9






Target

SEQ


Assay
MicroRNA

ID


Number
Name
RNA target sequence
NO: 


















 1.
hmr-miR-495
AAACAAACAUGGUGCACUUCUU
966





 2.
mr-miR-291a-
AAAGUGCUUCCACUUUGUGUGCC
967



3p







 3.
m-mIR-291b-
AAAGUGCAUCCAUUUUGUUUGUC
968



3p







 4.
h-miR-519a
AAAGUGCAUCCUUUUAGAGUGUUAC
969





 5.
h-miR-519b
AAAGUGCAUCCUUUUAGAGGUUU
970





 6.
h-miR-519c
AAAGUGCAUCUUUUUAGAGGAU
971





 7.
h-miR-519d
CAAAGUGCCUCCCUUUAGAGUGU
972





 8.
h-miR-520a
AAAGUGCUUCCCUUUGGACUGU
973





 9.
h-miR-520b
AAAGUGCUUCCUUUUAGAGGG
974





10.
h-miR-520d
AAAGUGCUUCUCUUUGGUGGGUU
975





11.
h-miR-520e
AAAGUGCUUCCUUUUUGAGGG
976





12.
h-miR-520f
AAGUGCUUCCUUUUAGAGGGUU
977





13.
mr-miR-329
AACACACCCAGCUAACCUUUUU
978





14.
hmr-miR-181d
AACAUUCAUUGUUGUCGGUGGGUU
979





15.
hmr-miR-193b
AACUGGCCCUCAAAGUCCCGCUUU
980





16.
h-miR-362
AAUCCUUGGAACCUAGGUGUGAGU
981





17.
mr-mIR-362-
AAUCCUUGGAACCUAGGUGUGAA
982



3p







18.
h-miR-500
AUGCACCUGGGCAAGGAUUCUG
983





19.
mr-miR-500
AUGCACCUGGGCAAGGGUUCAG
984





20.
h-miR-501
AAUCCUUUGUCCCUGGGUGAGA
985





21.
mr-miR-501
AAUCCUUUGUCCCUGGGUGAAA
986





22.
hmr-miR-487b
AAUCGUACAGGGUCAUCCACU
987





23.
h-miR-489
AGUGACAUCACAUAUACGGCAGC
988





24.
m-miR-489
AAUGACACCACAUAUAUGGCAGC
989





25.
r-miR-489
AAUGACAUCACAUAUAUGGCAGC
990





26.
hmr-miR-425-
AAUGACACGAUCACUCCCGUUGA
991



5p







27.
hmr-miR-652
AAUGGCGCCACUAGGGUUGUGCA
992





28.
hmr-miR-485-
AGAGGCUGGCCGUGAUGAAUUC
993



5p







29.
hmr-miR-485-
AGUCAUACACGGCUCUCCUCUCU
994



3p







30.
hmr-miR-369-
AGAUCGACCGUGUUAUAUUCG
995



5p







31.
hmr-miR-671
AGGAAGCCCUGGAGGGGCUGGAGG
996





32.
h-miR-449b
AGGCAGUGUAUUGUUAGCUGGC
997





33.
mr-miR-449b
AGGCAGUGCAUUGCUAGCUGG
998





34.
m-miR-699
AGGCAGUGCGACCUGGCUCG
999





35.
hmr-miR-409-
AGGUUACCCGAGCAACUUUGCA
1000



5p







36.
hmr-miR-409-
GAAUGUUGCUCGGUGAACCCCUU
1001



3p







37.
hmr-miR-491
AGUGGGGAACCCUUCCAUGAGG
1002





38.
h-miR-384
AUUCCUAGAAAUUGUUCAUA
1003





39.
mr-miR-384
AUUCCUAGAAAUUGUUCACA
1004





40.
hmr-miR-20b
CAAAGUGCUCAUAGUGCAGGUAG
1005





41.
hmr-miR-490
CAACCUGGAGGACUCCAUGCUG
1006





42.
hmr-miR-497
CAGCAGCACACUGUGGUUUGU
1007





43.
h-miR-301b
CAGUGCAAUGAUAUUGUCAAAGCA
1008





44.
mr-miR-301b
CAGUGCAAUGGUAUUGUCAAAGCA
1009





45.
hmr-miR-721
CAGUGCAAUUAAAAGGGGGAA
1010





46.
hmr-miR-532
CAUGCCUUGAGUGUAGGACCGU
1011





47.
h-miR-488
CCCAGAUAAUGGCACUCUCAA
1012





48.
mr-miR-488
CCCAGAUAAUAGCACUCUCAA
1013





49.
hmr-miR-539
GGAGAAAUUAUCCUUGGUGUGU
1014





50.
h-miR-505
GUCAACACUUGCUGGUUUCCUC
1015





51.
mr-miR-505
CGUCAACACUUGCUGGUUUUCU
1016





52.
h-miR-18b
UAAGGUGCAUCUAGUGCAGUUA
1017





53.
mr-miR-18b
UAAGGUGCAUCUAGUGCUGUUA
1018





54.
hmr-miR-503
UAGCAGCGGGAACAGUACUGC
1019





55.
hmr-miR-455
UAUGUGCCUUUGGACUACAUCG
1020





56.
hmr-miR-92b
UAUUGCACUCGUCCCGGCCUC
1021





57.
h-miR-483
UCACUCCUCUCCUCCCGUCUUCU
1022





58.
mr-miR-483
UCACUCCUCCCCUCCCGUCUUGU
1023





59.
hmr-miR-484
UCAGGCUCAGUCCCCUCCCGAU
1024





60.
hmr-miR-351
UCCCUGAGGAGCCCUUUGAGCCUG
1025





61.
hmr-miR-615
UCCGAGCCUGGGUCUCCCUCU
1026





62.
hmr-miR-486
UCCUGUACUGAGCUGCCCCGAG
1027





63.
hmr-miR-494
UGAAACAUACACGGGAAACCU
1028





64.
hmr-miR-493-
UGAAGGUCUACUGUGUGCCAG
1029



3p







65.
hmr-miR-146b
UGAGAACUGAAUUCCAUAGGCU
1030





66.
r-miR-1
UGGAAUGUAAAGAAGUGUGUA
1031





67.
h-miR-675-5p
UGGUGCGGAGAGGGCCCACAGUG
1032





68.
mr-miR-675-
UGGUGCGGAAAGGGCCCACAGU
1033



5p







69.
hmr-miR-668
UGUCACUCGGCUCGGCCCACUAC
1034





70.
r-miR-346
UGUCUGCCUGAGUGCCUGCCUCU
1035





71.
hmr-miR-542-
UGUGACAGAUUGAUAACUGAAA
1036



3p







72.
hmr-miR-542-
CUCGGGGAUCAUCAUGUCACG
1037



5p







73.
hmr-miR-499
UUAAGACUUGCAGUGAUGUUU
1038





74.
hmr-miR-758
UUUGUGACCUGGUCCACUAACC
1039





75.
hmiR-194
UGUAACAGCAACUCCAUGUGGA
1040





76.
hmiR-206
UGGAAUGUAAGGAAGUGUGUGG
1041





77.
hmiR-1
UGGAAUGUAAAGAAGUAUGUA
1042





78.
hmiR-9
UCUUUGGUUAUCUAGCUGUAUGA
1043









Assay Format:


Several candidate primer sets shown above in TABLE 8 were tested in a high-throughput assay testing format as follows:


Each test assay (e.g., assay #75, #76, #77 and #78 listed in TABLE 8) was run in 4×4 wells of a 96 well plate, with 6 assays per 96 well plate, thereby allowing for rapid determination of the optimal primer pair for each target.


For each assay, each of the 4 candidate extension (GS) primers were tested in a separate row of the 96 well plate. Each of the 2 reverse primers were tested plus (1 nM DNA) or minus template (10 mM Tris pH 7.6, 0.1 mM EDTA, 100 ng/ul yeast total RNA). Following reverse transcription, one set of duplicate non-template control and template samples was tested against reverse primer 1 (RP1) and the other against reverse primer 2 (RP2).


Reverse Transcriptase Assay Conditions:

    • 6 μl of RT master mix was added to all 96 wells
    • 2 μl of 0.5 μM GS primers was added to four successive wells
    • yeast RNA in TE (10 mM Tris pH 7.6, 0.1 mM EDTA) was added to all odd-numbered wells and pre-diluted DNA templates was added to even-numbered wells


Samples were mixed well and the reverse transcriptase step was carried out, followed by dilution with 80 μl TE (10 mM Tris pH 7.6, 0.1 mM EDTA).


2 μl of the reverse transcription mixture was transferred into quadruplicate wells of a 384 well PCR plate preloaded with 8 μl PCR mix per well containing universal primer plus the appropriate reverse primers.


The quantitative PCR reaction results were evaluated on a real-time PCR instrument compatible with 384 well plates.


Ct values for the PCR reactions were determined based on a baseline threshold of 0.01. The sensitivity (Ct value of 1 nM template) and dynamic range (Ct of no-template control minus the Ct of the 1 nM template) were determined for each primer pair in each assay. The results of exemplary assays #75, #76, #77 and #78, listed in TABLE 8, are shown in TABLE 10 below.









TABLE 10







ASSAY RESULTS USING CANDIDATE PRIMER SETS FOR


DETECTING MIR-1, MIR-9; MIR-194 AND MIR-206

















Selected


microRNA



Dynamic
for use in


target
Extension primer
Reverse primer
Sensitivity
Range
profiling















miR-9
miR-9GS10 (SEQ ID
miR-9 RP1 (SEQ ID
13
9



(SEQ ID
NO: 960)
NO: 964)





NO: 1043)
miR-9GS9 (SEQ ID
miR-9 RP1 (SEQ ID
13
4




NO: 961)
NO: 964)






miR-9GS8 (SEQ ID
miR-9 RP1 (SEQ ID
10
0




NO: 962)
NO: 964)






miR-9GS7 (SEQ ID
miR-9 RP1 (SEQ ID
16
8




NO: 963)
NO: 964)






miR-9GS10 (SEQ ID
miR-9 RP2 (SEQ ID
13
5




NO: 960)
NO: 965)






miR-9GS9 (SEQ ID
miR-9 RP2 (SEQ ID
14
4




NO: 961)
NO: 965)






miR-9GS8 (SEQ ID
miR-9 RP2 (SEQ ID
10
0




NO: 962)
NO: 965)






miR-9GS7 (SEQ ID
miR-9 RP2 (SEQ ID
17
8




NO: 963)
NO: 965)





miR-194
miR-194GS10 (SEQ
miR-194RP1 (SEQ ID
9
6



(SEQ ID
ID NO: 944)
NO: 948)





NO: 1040)
miR-194GS9 (SEQ ID
miR-194RP1 (SEQ ID
11
5




NO: 945)
NO: 948)






miR-194GS8 (SEQ ID
miR-194RP1 (SEQ ID
13
17
+



NO: 946)
NO: 948)






miR-194GS7 (SEQ ID
miR-194RP1 (SEQ ID
15
17




NO: 947)
NO: 948)






miR-194GS10 (SEQ
miR-194RP2 (SEQ ID
10
6




ID NO: 944)
NO: 949)






miR-194GS9 (SEQ ID
miR-194RP2 (SEQ ID
11
6




NO: 945)
NO: 949)






miR-194GS8 (SEQ ID
miR-194RP2 (SEQ ID
13
16




NO: 946)
NO: 949)






miR-194GS7 (SEQ ID
miR-194RP2 (SEQ ID
17
16




NO: 947)
NO: 949)





miR-1
miR-1 GS10 (SEQ ID
miR-1 RP1 (SEQ ID
15
15



(SEQ ID
NO: 47)
NO: 959)





NO: 1042)
miR-1 GS9 (SEQ ID
miR-1 RP1 (SEQ ID
17
8




NO: 956)
NO: 959)






miR-1 GS8 (SEQ ID
miR-1 RP1 (SEQ ID
19
11




NO: 957)
NO: 959)






miR-1 GS7 (SEQ ID
miR-1 RP1 (SEQ ID
22
11




NO: 958)
NO: 959)






miR-1 GS10 (SEQ ID
miR-1 RP2 (SEQ ID
13
15
+



NO: 47)
NO: 48)






miR-1 GS9 (SEQ ID
miR-1 RP2 (SEQ ID
15
8




NO: 956)
NO: 48)






miR-1 GS8 (SEQ ID
miR-1 RP2 (SEQ ID
17
11




NO: 957)
NO: 48)






miR-1 GS7 (SEQ ID
miR-1 RP2 (SEQ ID
19
10




NO: 958)
NO: 48)





miR-206
miR-206 GS10 (SEQ
miR-206RP1 (SEQ ID
15
10



(SEQ ID
ID NO: 950)
NO: 954)





NO: 1041)
miR-206 GS9 (SEQ
miR-206RP1 (SEQ ID
16
10




ID NO: 951)
NO: 954)






miR-206 GS8 (SEQ
miR-206RP1 (SEQ ID
17
14




ID NO: 952)
NO: 954)






miR-206 GS7 (SEQ
miR-206RP1 (SEQ ID
20
20




ID NO: 953)
NO: 954)






miR-206 GS10 (SEQ
miR-206RP2 (SEQ ID
10
8




ID NO: 950)
NO: 955)






miR-206 GS9 (SEQ
miR-206RP2 (SEQ ID
11
9




ID NO: 951)
NO: 955)






miR-206 GS8 (SEQ
miR-206RP2 (SEQ ID
11
11




ID NO: 952)
NO: 955)






miR-206 GS7 (SEQ
miR-206RP2 (SEQ ID
13
20
+



ID NO: 953)
NO: 955)









Optimal primer pairs were identified based on superior sensitivity (e.g., a preferred range between 5 and 25) and dynamic range (e.g., a preferred range between 10 and 35) characteristics. As shown above in TABLE 10, an optimal primer pair was identified for miR-194: GS8 (SEQ ID NO:946) and RP1 (SEQ ID NO:948) with a sensitivity of 13 and a dynamic range of 17. An optimal primer pair was identified for miR-1: GS10 (SEQ ID NO:47) and RP2 (SEQ ID NO:48) with a sensitivity of 13 and a dynamic range of 15. An optimal primer pair was identified for miR-206: GS7 (SEQ ID NO:953) and RP2 (SEQ ID NO:955) with a sensitivity of 13 and a dynamic range of 20. As also shown in TABLE 10, the GS primers control specificity, as shown by the significant increase in dynamic range (driven by a decrease in background) in going from GS9 to GS8 (see, e.g., miR-194).


Candidate primers designed based on the principles described above, such as the additional exemplary primers listed in TABLE 8, or other candidate primers designed using the design principles described herein, may be tested using the screening methods described above. The assays may be further optimized by using HPLC purified templates to avoid problems associated with degraded templates.


It has also been determined that microRNAs that differ from each other in sequence by only 1, 2 or 3 nucleotide changes can be readily distinguished from one another through the use of the primers designed according to the design principles and methods described herein.


While the preferred embodiment of the invention has been illustrated and described, it will be appreciated that various changes can be made therein without departing from the spirit and scope of the invention.

Claims
  • 1. A kit for detecting at least one mammalian microRNA, comprising at least one oligonucleotide primer selected from the group consisting of SEQ ID NO:2.
  • 2. The kit according to claim 1, comprising at least one or more oligonucleotide primers selected from the group consisting of SEQ ID NOS:47.
  • 3. An oligonucleotide primer for detecting a human microRNA selected from the group consisting of SEQ ID NO:2.
  • 4. An oligonucleotide primer according to claim 3, wherein the primer is selected from the group consisting of SEQ ID NO:47.
  • 5. A kit for detecting at least one mammalian microRNA comprising at least one oligonucleotide primer selected from the group consisting of SEQ ID NO:500.
  • 6. An oligonucleotide primer for detecting a mammalian microRNA selected from the group consisting of SEQ ID NO:500.
CROSS-REFERENCES TO RELATED APPLICATIONS

This application is a continuation-in-part of U.S. application Ser. No. 10/579,029, which is the National Stage of International Application No. PCT/US2006/002591, filed Jan. 25, 2006, which claims the benefit of U.S. Provisional Application No. 60/647,178, filed Jan. 25, 2005.

US Referenced Citations (1)
Number Name Date Kind
20030186288 Spivack et al. Oct 2003 A1
Foreign Referenced Citations (9)
Number Date Country
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03095467 Nov 2003 WO
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Related Publications (1)
Number Date Country
20070292878 A1 Dec 2007 US
Provisional Applications (1)
Number Date Country
60647178 Jan 2005 US
Continuation in Parts (1)
Number Date Country
Parent 10579029 US
Child 11779759 US