METHODS FOR QUANTITATING SMALL RNA MOLECULES

Information

  • Patent Application
  • 20120009580
  • Publication Number
    20120009580
  • Date Filed
    September 22, 2011
    14 years ago
  • Date Published
    January 12, 2012
    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
STATEMENT REGARDING SEQUENCE LISTING

The sequence listing associated with this application is provided in text format in lieu of a paper copy and is hereby incorporated by reference into the specification. The name of the text file containing the sequence listing is 37790_Sequence_Final.txt. The text file is 250 KB; was created on Sep. 20, 2011; and is being submitted via EFS-Web with the filing of the specification.


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′-0,4′-C-methylene-β-D-ribofuranosyl moiety. Exemplary 2′-0,4′-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 publicly accessible on the World Wide Web at the Wellcome Trust Sanger Institute website at http://microrna.sanger.ac.uk/sequences/. 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 3/(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-125 a, 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 publicly accessible on the World Wide Web at the Wellcome Trust Sanger Institute website at http://microrna.sanger.ac.uk/sequences/.


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 21.1M 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


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 101.11 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





Target
Primer
Primer

SEQ


microRNA
number
Name
DNA sequence (5′ to 3′)
ID 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






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




2LNA 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





Target
Primer


SEQ ID


microRNA
number
Primer 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
46






1Universal forward primer binding sites are shown in italics.




2The “+” 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












GS Primer
Ct: No
Ct: Plus




Length
Template Control
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.



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













TABLE 4







MIR215 ASSAY RESULTS












GS Primer
Ct: No
Ct: Plus




Length
Template Control
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.



Δ Ct = 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 publicly 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



CATGATCAGCTGGGCCAAGATGCTCAATAA
(SEQ ID NO: 123)





miR-424GSP



CATGATCAGCTGGGCCAAGATTCAAAACAT
(SEQ ID NO: 415)






Reverse primers: (diluted to 10 mM)












miR-95_RP4




TT+CAAC+GGGTATTTATTGA
(SEQ ID NO: 124)







miR-424RP2




C+AG+CAGCAATTCATGTTTT
(SEQ ID NO: 416)






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 12×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 


log10 (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

Background


micro

RNA input















RNA
Extension Primer Name
Extension Primer Sequence
Reverse Primer 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-
CATGATCAGCTGGGCCAAGAACAAATTCGGT
miR-
TA+CCC+TGT+AGAACCGA
−0.3505
8.7109
0.55
5.52



10b_GSP11#
SEQ ID NO: 55
10b_RP2#
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-
miR-17-3pGSP
CATGATCAGCTGGGCCAAGAACAAGTGCCT
miR-17-3pRP
A+CT+GCAGTGAAGGC
−0.2972
8.2625
1.08
10.78


3p

SEQ ID NO: 63

SEQ ID NO: 64









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


5p
5pGSP2
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-
TT+CA+AGTAATCCAGGAT
−0.2807
8.558
0.26
2.56




SEQ ID NO: 81
26aRP2#
SEQ ID NO: 82









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




SEQ ID NO: 83
26bRP2#
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-
T+AG+CACCATCTGAAAT
−0.29
8.8731
0.04
0.38




SEQ ID NO: 91
29aRP2#
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-
miR-30a-
CATGATCAGCTGGGCCAAGACTTCCAGTCG
miR-30a-
T+GT+AAACATCCTCGAC
−0.2772
9.0694
1.92
19.16


5p
5pGSP
SEQ ID NO: 95
5pRP
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-
miR-30e-
CATGATCAGCTGGGCCAAGAGCTGTAAAC
miR-30e-
CTTT+CAGT+CGGATGTTT
−0.325
11.144
6.37
63.70


3p
3pGSP9#
SEQ ID NO: 103
3pRP5#
SEQ ID NO: 104









miR-30e-
miR-30e-
CATGATCAGCTGGGCCAAGATCCAGTCAAG
miR-30e-
TG+TAAA+CATCCTTGAC
−0.2732
8.1604
8.50
85.03


5p
5pGSP
SEQ ID NO: 105
5pRP
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-
TT+CAAC+GGGTATTTATTGA
−0.3436
9.655
1.68
16.80




SEQ ID NO: 123
95_RP4#
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-
A+GC+AGCATTGTACAG
−0.304
9.1666
0.34
3.41




SEQ ID NO: 145
107RP2#
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-
TAA+CAC+TGTCTGGTAA
−0.2805
9.6671
0.13
1.26




SEQ ID NO: 193
141RP2#
SEQ ID NO: 194









miR-142-
miR-142-
CATGATCAGCTGGGCCAAGATCCATAAA
miR-142-
TGT+AG+TGTTTCCTACT
−0.2976
8.4046
0.03
0.27


3p
3pGSP3
SEQ ID NO: 195
3pRP
SEQ ID NO: 196









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




SEQ ID NO: 197
143RP2#
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-
T+CA+GTGCACTACAGAACT
−0.2928
9.4654
1.27
12.65




SEQ ID NO: 207
148aRP2
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-
CATGATCAGCTGGGCCAAGAAATAGGTCA
miR-
AATCA+TA+CACGGTTGAC
−0.3056
8.8502
0.07
0.74



154*GSP9#
SEQ ID NO: 221
154*RP2#
SEQ ID NO: 222









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




SEQ ID NO: 223
154RP3#
SEQ ID NO: 224









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




SEQ ID NO: 225
155RP2#
SEQ ID NO: 226









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



181aGSP9#
SEQ ID NO: 227
181aRP2#
SEQ ID NO: 228









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



181cGSP9#
SEQ ID NO: 229
181cRP2#
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-
CA+AA+GAATT+CTCCTTTTGG
−0.2861
8.6152
0.32
3.18




SEQ ID NO: 239
186RP3#
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-
T+GA+TA+TGTTTGATATATT
−0.3317
9.8766
0.43
4.34




SEQ ID NO: 247
190RP4#
AG










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-
AA+CT+GGCCTACAAAG
−0.3183
8.9942
0.17
1.72




SEQ ID NO: 253
193RP2#
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-
T+AG+CAG+CACAGAAATA
−0.2955
10.213
0.76
7.58




SEQ ID NO: 257
195RP3#
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-
miR-
CATGATCAGCTGGGCCAAGAAACCAATGT
miR-
T+AC+AGTAGTCTGCAC
−0.3029
9.0509
0.25
2.52


199a*
199a*GSP2
SEQ ID NO: 267
199a*RP
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-202
CATGATCAGCTGGGCCAAGATTTTCCCATG
miR-202RP#
A+GA+GGTATA+GGGCAT
−0.2684
9.056
0.25
2.48



GSP10#
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-
CATGATCAGCTGGGCCAAGAACAAGCTTTTTGC
miR-
ATAA+GA+CG+AGCAAAAAG
−0.2072
7.9097
57.75
577.52



208_GSP13#
SEQ ID NO: 287
208_RP4#
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-
T+AA+CAGTCTCCAGTCA
−0.2916
8.0745
0.59
5.86




SEQ ID NO: 293
212RP2#
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-
C+AAG+TCACTAGTGGTT
−0.2802
7.5575
0.56
5.63




SEQ ID NO: 315
224RP2#
SEQ ID NO: 316









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




SEQ ID NO: 317
296RP2#
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-
miR-302a*GSP
CATGATCAGCTGGGCCAAGAAAAGCAAGTA
miR-
TAAA+CG+TGGATGTAC
−0.2608
8.3921
0.04
0.41


302a*

SEQ ID NO: 323
302a*RP
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-
miR-302b*GSP
CATGATCAGCTGGGCCAAGAAGAAAGCACT
miR-
A+CTTTAA+CATGGAAGTG
−0.2702
8.5153
0.02
0.24


302b*

SEQ ID NO: 327
302b*RP
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-
miR-
CATGATCAGCTGGGCCAAGACAGCAGGTA
miR-
TT+TAA+CAT+GGGGGTACC
−0.312
8.2904
0.33
3.28


302c*
302c*_GSP9#
SEQ ID NO: 333
302c*_RP2#
SEQ ID NO: 334









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



302cGSP9#
SEQ ID NO: 335
302cRP5#
SEQ ID NO: 336









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



320_GSP8#
SEQ ID NO: 337
320_RP3#
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-
miR-324-
CATGATCAGCTGGGCCAAGACCAGCAGCAC
miR-324-
C+CA+CTGCCCCAGGT
−0.2698
8.5223
2.54
25.41


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









miR-324-
miR-324-
CATGATCAGCTGGGCCAAGAACACCAATGC
miR-324-
C+GC+ATCCCCTAGGG
−0.2861
7.6865
0.06
0.62


5p
5pGSP
SEQ ID NO: 343
5pRP
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-
T+CC+CTGTCCTCCAGG
−0.303
8.4873
0.27
2.72




SEQ ID NO: 359
339RP2#
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-363
CATGATCAGCTGGGCCAAGATACAGATGGA
miR-363RP#
AAT+TG+CAC+GGTATCC
−0.2362
8.9762
0.44
4.36



GSP10#
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+CAACCTGATA
−0.2655
9.3795
9.16
91.60




SEQ ID NO: 385

AG










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



GSP8#
SEQ ID NO: 389
376bRP#
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-
CATGATCAGCTGGGCCAAGATACGTTC
miR-
T+GGT+AGACTATGGAACG
−0.2902
8.2149
10.89
108.86



379_GSP7#
SEQ ID NO: 393
379RP2#
SEQ ID NO: 394









miR-380-
miR-380-
CATGATCAGCTGGGCCAAGAGCGCATGTTC
miR-380-
T+GGT+TGACCATAGA
−0.2462
9.4324
1.30
13.04


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









miR-380-
miR-380-
CATGATCAGCTGGGCCAAGAAAGATGTGGA
miR-380-
TA+TG+TAATATGGTCCACA
−0.3037
8.0356
3.69
36.89


3p
3pGSP
SEQ ID NO: 397
3pRP
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-410
CATGATCAGCTGGGCCAAGAACAGGCCAT
miR-410RP#
AA+TA+TAA+CA+CAGATGGC
−0.2297
8.5166
4.27
42.71



GSP9#
SEQ ID NO: 405

SEQ ID NO: 406









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



GSP10#
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-
C+AG+CAGCAATTCATGTTTT
−0.3569
9.3419
10.78
107.85




SEQ ID NO: 415
424RP2#
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-
CATGATCAGCTGGGCCAAGAACGGTTTTACC
miR-
T+AATAC+TG+TCTGGTAAAA
−0.2458
8.2805
16.21
162.12



429_GSP11#
SEQ ID NO: 419
429RP5#
SEQ ID NO: 420









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



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



449GSP10#
SEQ ID NO: 425
449RP2#
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-451
CATGATCAGCTGGGCCAAGAAAACTCAGTA
miR-451RP#
AAA+CCG+TTA+CCATTACTGA
−0.2544
8.0291
1.73
17.35



GSP10#
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
let7g-GSP2#
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-
CATGATCAGCTGGGCCAAGAACGTGGA
miR-
AT+CAT+AGA+GGAAAATCC
−0.2938
10.045
63.00
630.00



376a_GSP7
SEQ ID NO: 447
376a_RP5
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-
miR-29cGSP10
CATGATCAGCTGGGCCAAGAACCGATTTCA
miR-29cRP
T+AG+CACCATTTGAAAT
−0.2975
8.8441
23.22
232.17


29cDNA

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-
CATGATCAGCTGGGCCAAGACCCACCGA
miR-
AA+CATT+CATTGCTGTC
−0.3115
10.846
15.87
158.67



181bGSP8#
SEQ ID NO: 461
181bRP2#
SEQ ID NO: 462









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




SEQ ID NO: 161
128anLRP
SEQ ID NO: 494
−0.2866
8.0867
0.16
1.60





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




SEQ ID NO: 187
138nLRP
SEQ ID NO: 495
−0.3023
9.0814
0.22
2.19





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




SEQ ID NO: 197
143nLRP
SEQ ID NO: 496
−0.3008
9.2675
0.37
3.71





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




SEQ ID NO: 213
150nLRP
SEQ ID NO: 497
−0.2943
8.3945
0.06
0.56





miR-181a
miR-
CATGATCAGCTGGGCCAAGAACTCACCGA
miR-
AACATTCAACGCTGT
approx.
approx.
approx.
approx.



181aGSP9#
SEQ ID NO: 227
181anLRP
SEQ ID NO: 498
−0.2919
7.968
1.70
17.05





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




SEQ ID NO: 255
194nLRP
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 publicly 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




Mouse microRNA as compared


microRNA:
Extension Primer Name
Extension Primer Sequence
Reverse Primer Name
Reverse Primer Sequence
to Human microRNA





miR-1
miR1GSP10
CATGATCAGCTGGGCCAAGATACATACTTC
miR-1RP
T+G+GAA+TG+TAAAGAAGT
Identical




SEQ ID NO: 47

SEQ ID NO: 48






miR-7
miR-7GSP10
CATGATCAGCTGGGCCAAGAAACAAAATC
miR-7_RP6
T+GGAA+GACTTGTGATTTT
one or more base pairs differ




SEQ ID NO: 486

SEQ ID NO: 487






miR-9*
miR-9*GSP
CATGATCAGCTGGGCCAAGAACTTTCGGTT
miR-9*RP
TAAA+GCT+AGATAACCG
Identical overlapping sequence,




SEQ ID NO: 51

SEQ ID NO: 52
ends differ





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




SEQ ID NO: 53

SEQ ID NO: 54






miR-10b
miR-10b_GSP11
CATGATCAGCTGGGCCAAGAACACAAATTCG
miR-10b_RP2
C+CC+TGT+AGAACCGAAT
one or more base pairs differ




SEQ ID NO: 492

SEQ ID NO: 493






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




SEQ ID NO: 57

SEQ ID NO: 58






miR-15b
miR-15bGSP2
CATGATCAGCTGGGCCAAGATGTAAACCA
miR-15bRP
T+AG+CAGCACATCAT
Identical




SEQ ID NO: 59

SEQ ID NO: 60






miR-16
miR-16GSP2
CATGATCAGCTGGGCCAAGACGCCAATAT
miR-16RP
T+AG+CAGCACGTAAA
Identical




SEQ ID NO: 61

SEQ ID NO: 62






miR-17-3p
miR-17-3pGSP
CATGATCAGCTGGGCCAAGAACAAGTGCCC
miR-17-3pRP
A+CT+GCAGTGAGGGC
one or more base pairs differ




SEQ ID NO: 463

SEQ ID NO: 464






miR-17-5p
miR-17-5pGSP2
CATGATCAGCTGGGCCAAGAACTACCTGC
miR-17-5pRP
C+AA+AGTGCTTACAGTG
Identical




SEQ ID NO: 65

SEQ ID NO: 66






miR-19a
miR-19aGSP2
CATGATCAGCTGGGCCAAGATCAGTTTTG
miR-19aRP
TG+TG+CAAATCTATGC
Identical




SEQ ID NO: 67

SEQ ID NO: 68






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




SEQ ID NO: 69

SEQ ID NO: 70






miR-20
miR-20GSP3
CATGATCAGCTGGGCCAAGACTACCTGC
miR-20RP
T+AA+AGTGCTTATAGTGCA
Identical




SEQ ID NO: 71

SEQ ID NO: 72






miR-21
miR-21GSP2
CATGATCAGCTGGGCCAAGATCAACATCA
miR-21RP
T+AG+CTTATCAGACTGATG
Identical




SEQ ID NO: 73

SEQ ID NO: 74






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




SEQ ID NO: 75

SEQ ID NO: 76






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




SEQ ID NO: 77

SEQ ID NO: 78






miR-24
miR-24P5
CATGATCAGCTGGGCCAAGACTGTTCCTGC
miR24-1,2R
TGG+CTCAGTTCAGC
Identical




TG

SEQ ID NO: 19





SEQ ID NO: 7








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




SEQ ID NO: 79

SEQ ID NO: 80






miR-26a
miR-26aGSP9
CATGATCAGCTGGGCCAAGAGCCTATCCT
miR-26aRP2
TT+CA+AGTAATCCAGGAT
Identical




SEQ ID NO: 81

SEQ ID NO: 82






miR-26b
miR-26bGSP9
CATGATCAGCTGGGCCAAGAAACCTATCC
miR-26bRP2
TT+CA+AGT+AATTCAGGAT
Identical




SEQ ID NO: 83

SEQ ID NO: 84






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




SEQ ID NO: 85

SEQ ID NO: 86






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




SEQ ID NO: 87

SEQ ID NO: 88






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




SEQ ID NO: 89

SEQ ID NO: 90






miR-29a
miR-29aGSP8
CATGATCAGCTGGGCCAAGAAACCGATT
miR-29aRP2
T+AG+CACCATCTGAAAT
Identical




SEQ ID NO: 91

SEQ ID NO: 92






miR-29b
miR-29bGSP2
CATGATCAGCTGGGCCAAGAAACACTGAT
miR-29bRP2
T+AG+CACCATTTGAAATCAG
Identical




SEQ ID NO: 93

SEQ ID NO: 94






miR-30a-5p
miR-30a-5pGSP
CATGATCAGCTGGGCCAAGACTTCCAGTCG
miR-30a-5pRP
T+GT+AAACATCCTCGAC
Identical




SEQ ID NO: 95

SEQ ID NO: 96






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




SEQ ID NO: 97

SEQ ID NO: 98






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




SEQ ID NO: 99

SEQ ID NO: 100






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




SEQ ID NO: 101

SEQ ID NO: 102






miR-30e-3p
miR-30e-3pGSP9
CATGATCAGCTGGGCCAAGAGCTGTAAAC
miR-30e-3pRP5
CTTT+CAGT+CGGATGTTT
Identical




SEQ ID NO: 103

SEQ ID NO: 104






miR-31
miR-31GSP
CATGATCAGCTGGGCCAAGACAGCTATGCC
miR-31RP
G+GC+AAGATGCTGGC
Identical overlapping sequence,




SEQ ID NO: 107

SEQ ID NO: 108
ends differ





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




SEQ ID NO: 109

SEQ ID NO: 110






miR-33
miR-33GSP2
CATGATCAGCTGGGCCAAGACAATGCAAC
miR-33RP
G+TG+CATTGTAGTTGC
Identical




SEQ ID NO: 111

SEQ ID NO: 112






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




SEQ ID NO: 113

SEQ ID NO: 114






miR-34b
miR-34bGSP
CATGATCAGCTGGGCCAAGACAATCAGCTA
miR-34bRP
TA+GG+CAGTGTAATT
one or more base pairs differ




SEQ ID NO: 115

SEQ ID NO: 482






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




SEQ ID NO: 117

SEQ ID NO: 118






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




SEQ ID NO: 119

SEQ ID NO: 120






miR-93
miR-93GSP
CATGATCAGCTGGGCCAAGACTACCTGCAC
miR-93RP
AA+AG+TGCTGTTCGT
Identical overlapping sequence,




SEQ ID NO: 121

SEQ ID NO: 122
ends differ





miR-96
miR-96GSP
CATGATCAGCTGGGCCAAGAGCAAAAATGT
miR-96RP
T+TT+GGCACTAGCAC
Identical overlapping sequence,




SEQ ID NO: 125

SEQ ID NO: 126
ends differ





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




SEQ ID NO: 127

SEQ ID NO: 128






miR-99a
miR-99aGSP
CATGATCAGCTGGGCCAAGACACAAGATCG
miR-99aRP
A+AC+CCGTAGATCCG
Identical overlapping sequence,




SEQ ID NO: 129

SEQ ID NO: 130
ends differ





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




SEQ ID NO: 131

SEQ ID NO: 132






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




SEQ ID NO: 133

SEQ ID NO: 134






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




SEQ ID NO: 135

SEQ ID NO: 136






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




SEQ ID NO: 137

SEQ ID NO: 138






miR-106a
miR-106aGSP
CATGATCAGCTGGGCCAAGATACCTGCAC
miR-106aRP
CAA+AG+TGCTAACAGTG
one or more base pairs differ




SEQ ID NO: 472

SEQ ID NO: 473






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




SEQ ID NO: 143

SEQ ID NO: 144






miR-107
miR-107GSP8
CATGATCAGCTGGGCCAAGATGATAGCC
miR-107RP2
A+GC+AGCATTGTACAG
Identical




SEQ ID NO: 145

SEQ ID NO: 146






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




SEQ ID NO: 147

SEQ ID NO: 148






miR-124a
miR-124aGSP
CATGATCAGCTGGGCCAAGATGGCATTCAC
miR-124aRP
T+TA+AGGCACGCGGT
Identical overlapping sequence,




SEQ ID NO: 149

SEQ ID NO: 150
ends differ





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




SEQ ID NO: 151

SEQ ID NO: 152






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




SEQ ID NO: 153

SEQ ID NO: 154






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




SEQ ID NO: 155

SEQ ID NO: 156






miR-126*
miR-126*GSP3
CATGATCAGCTGGGCCAAGACGCGTACC
miR-126*RP
C+ATT+ATTA+CTTTTGGTACG
Identical




SEQ ID NO: 157

SEQ ID NO: 158






miR-127
miR-127GSP
CATGATCAGCTGGGCCAAGAAGCCAAGCTC
miR-127RP
T+CG+GATCCGTCTGA
Identical overlapping sequence,




SEQ ID NO: 159

SEQ ID NO: 160
ends differ





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




SEQ ID NO: 161

SEQ ID NO: 162






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




SEQ ID NO: 163

SEQ ID NO: 164






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




SEQ ID NO: 167

SEQ ID NO: 168






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




SEQ ID NO: 169

SEQ ID NO: 170






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




SEQ ID NO: 171

SEQ ID NO: 172






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




SEQ ID NO: 173

SEQ ID NO: 174






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




SEQ ID NO: 175

SEQ ID NO: 176






miR-134
miR-134GSP
CATGATCAGCTGGGCCAAGACCCTCTGGTC
miR-134RP
T+GT+GACTGGTTGAC
Identical overlapping sequence,




SEQ ID NO: 177

SEQ ID NO: 178
ends differ





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




SEQ ID NO: 179

SEQ ID NO: 180






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




SEQ ID NO: 181

SEQ ID NO: 182






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




SEQ ID NO: 183

SEQ ID NO: 184






miR-137
miR-137GSP
CATGATCAGCTGGGCCAAGACTACGCGTAT
miR-137RP
T+AT+TGCTTAAGAATACGC
Identical overlapping sequence,




SEQ ID NO: 185

SEQ ID NO: 186
ends differ





miR-138
miR-138GSP2
CATGATCAGCTGGGCCAAGACGGCCTGAT
miR-138RP
A+GC+TGGTGTTGTGA
Identical




SEQ ID NO: 187

SEQ ID NO: 188






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




SEQ ID NO: 189

SEQ ID NO: 190






miR-140
miR-140GSP
CATGATCAGCTGGGCCAAGACTACCATAGG
miR-140RP
A+GT+GGTTTTACCCT
Identical overlapping sequence,




SEQ ID NO: 191

SEQ ID NO: 192
ends differ





miR-141
miR-141GSP9
CATGATCAGCTGGGCCAAGACCATCTTTA
miR-141RP2
TAA+CAC+TGTCTGGTAA
Identical




SEQ ID NO: 193

SEQ ID NO: 194






miR-142-3p
miR-142-3pGSP3
CATGATCAGCTGGGCCAAGATCCATAAA
miR-142-3pRP
TGT+AG+TGTTTCCTACT
Identical overlapping sequence,




SEQ ID NO: 195

SEQ ID NO: 196
ends differ





miR-143
miR-143GSP8
CATGATCAGCTGGGCCAAGATGAGCTAC
miR-143RP2
T+GA+GATGAAGCACTG
Identical




SEQ ID NO: 197

SEQ ID NO: 198






miR-144
miR-144GSP2
CATGATCAGCTGGGCCAAGACTAGTACAT
miR-144RP
TA+CA+GTAT+AGATGATG
Identical




SEQ ID NO: 199

SEQ ID NO: 200






miR-145
miR-145GSP2
CATGATCAGCTGGGCCAAGAAAGGGATTC
miR-145RP
G+TC+CAGTTTTCCCA
Identical




SEQ ID NO: 201

SEQ ID NO: 202






miR-146
miR-146GSP3
CATGATCAGCTGGGCCAAGAAACCCATG
miR-146RP
T+GA+GAACTGAATTCCA
Identical




SEQ ID NO: 203

SEQ ID NO: 204






miR-148a
miR-148aGSP2
CATGATCAGCTGGGCCAAGAACAAAGTTC
miR-148aRP2
T+CA+GTGCACTACAGAACT
Identical




SEQ ID NO: 207

SEQ ID NO: 208






miR-148b
miR-148bGSP2
CATGATCAGCTGGGCCAAGAACAAAGTTC
miR-148bRP
T+CA+GTGCATCACAG
Identical




SEQ ID NO: 209

SEQ ID NO: 210






miR-149
miR-149GSP2
CATGATCAGCTGGGCCAAGAGGAGTGAAG
miR-149RP
T+CT+GGCTCCGTGTC
Identical




SEQ ID NO: 211

SEQ ID NO: 212






miR-150
miR-150GSP3
CATGATCAGCTGGGCCAAGACACTGGTA
miR-150RP
T+CT+CCCAACCCTTG
Identical




SEQ ID NO: 213

SEQ ID NO: 214






miR-151
miR-151GSP2
CATGATCAGCTGGGCCAAGACCTCAAGGA
miR-151RP
A+CT+AGACTGAGGCTC
one or more base pairs differ




SEQ ID NO: 215

SEQ ID NO: 477






miR-152
miR-152GSP2
CATGATCAGCTGGGCCAAGACCCAAGTTC
miR-152RP
T+CA+GTGCATGACAG
Identical




SEQ ID NO: 217

SEQ ID NO: 218






miR-153
miR-153GSP2
CATGATCAGCTGGGCCAAGATCACTTTTG
miR-153RP
TTG+CAT+AGTCACAAAA
Identical overlapping sequence,




SEQ ID NO: 219

SEQ ID NO: 220
ends differ





miR-154
miR-154GSP9
CATGATCAGCTGGGCCAAGACGAAGGCAA
miR-154RP3
TA+GGTTA+TCCGTGTT
Identical




SEQ ID NO: 223

SEQ ID NO: 224






miR-155
miR-155GSP8
CATGATCAGCTGGGCCAAGACCCCTATC
miR-155RP2
TT+AA+TGCTAATTGTGATAGG
one or more base pairs differ




SEQ ID NO: 225

SEQ ID NO: 489






miR-181a
miR-181aGSP9
CATGATCAGCTGGGCCAAGAACTCACCGA
miR-181aRP2
AA+CATT+CAACGCTGTC
Identical




SEQ ID NO: 227

SEQ ID NO: 228






miR-181c
miR-181cGSP9
CATGATCAGCTGGGCCAAGAACTCACCGA
miR-181cRP2
AA+CATT+CAACCTGTCG
Identical




SEQ ID NO: 229

SEQ ID NO: 230






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




SEQ ID NO: 231

SEQ ID NO: 232






miR-183
miR-183GSP2
CATGATCAGCTGGGCCAAGACAGTGAATT
miR-183RP
T+AT+GGCACTGGTAG
Identical




SEQ ID NO: 235

SEQ ID NO: 236






miR-184
miR-184GSP2
CATGATCAGCTGGGCCAAGAACCCTTATC
miR-184RP
T+GG+ACGGAGAACTG
Identical




SEQ ID NO: 237

SEQ ID NO: 238






miR-186
miR-186GSP9
CATGATCAGCTGGGCCAAGAAAGCCCAAA
miR-186RP3
CA+AA+GAATT+CTCCTTTTGG
Identical




SEQ ID NO: 239

SEQ ID NO: 240






miR-187
miR-187GSP
CATGATCAGCTGGGCCAAGACGGCTGCAAC
miR-187RP
T+CG+TGTCTTGTGTT
Identical overlapping sequence,




SEQ ID NO: 241

SEQ ID NO: 242
ends differ





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




SEQ ID NO: 243

SEQ ID NO: 244






miR-189
miR-189GSP2
CATGATCAGCTGGGCCAAGAACTGATATC
miR-189RP
G+TG+CCTACTGAGCT
Identical




SEQ ID NO: 245

SEQ ID NO: 246






miR-190
miR-190GSP9
CATGATCAGCTGGGCCAAGAACCTAATAT
miR-190RP4
T+GA+TA+TGTTTGATATATTAG
Identical




SEQ ID NO: 247

SEQ ID NO: 248






miR-191
miR-191GSP2
CATGATCAGCTGGGCCAAGAAGCTGCTTT
miR-191RP2
C+AA+CGGAATCCCAAAAG
Identical




SEQ ID NO: 249

SEQ ID NO: 250






miR-192
miR-192GSP2
CATGATCAGCTGGGCCAAGAGGCTGTCAA
miR-192RP
C+TGA+CCTATGAATTGAC
Identical overlapping sequence,




SEQ ID NO: 251

SEQ ID NO: 252
ends differ





miR-193
miR-193GSP9
CATGATCAGCTGGGCCAAGACTGGGACTT
miR-193RP2
AA+CT+GGCCTACAAAG
Identical




SEQ ID NO: 253

SEQ ID NO: 254






miR-194
mir194GSP8
CATGATCAGCTGGGCCAAGATCCACATG
mir194RP
TG+TAA+CAGCAACTCCA
Identical




SEQ ID NO: 255

SEQ ID NO: 256






miR-195
miR-195GSP9
CATGATCAGCTGGGCCAAGAGCCAATATT
miR-195RP3
T+AG+CAG+CACAGAAATA
Identical




SEQ ID NO: 257

SEQ ID NO: 258






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




SEQ ID NO: 261

SEQ ID NO: 262






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




SEQ ID NO: 259

SEQ ID NO: 260






miR-199a*
miR-199a*GSP2
CATGATCAGCTGGGCCAAGAAACCAATGT
miR-199a*RP
T+AC+AGTAGTCTGCAC
Identical




SEQ ID NO: 267

SEQ ID NO: 268






miR-199a
miR-199aGSP2
CATGATCAGCTGGGCCAAGAGAACAGGTA
miR-199aRP
C+CC+AGTGTTCAGAC
Identical




SEQ ID NO: 269

SEQ ID NO: 270






miR-199b
miR-199bGSP
CATGATCAGCTGGGCCAAGAGAACAGGTAG
miR-199bRP
C+CC+AGTGTTTAGAC
one or more base pairs differ




SEQ ID NO: 475

SEQ ID NO: 272






miR-200a
miR-200aGSP2
CATGATCAGCTGGGCCAAGAACATCGTTA
miR-200aRP
TAA+CAC+TGTCTGGT
Identical




SEQ ID NO: 273

SEQ ID NO: 274






miR-200b
miR-200bGSP2
CATGATCAGCTGGGCCAAGAGTCATCATT
miR-200bRP
TAATA+CTG+CCTGGTAAT
Identical




SEQ ID NO: 275

SEQ ID NO: 276






miR-203
miR-203GSP2
CATGATCAGCTGGGCCAAGACTAGTGGTC
miR-203RP
G+TG+AAATGTTTAGGACC
Identical overlapping sequence,




SEQ ID NO: 279

SEQ ID NO: 280
ends differ





miR-204
miR-204GSP2
CATGATCAGCTGGGCCAAGAAGGCATAGG
miR-204RP
T+TC+CCTTTGTCATCC
Identical overlapping sequence,




SEQ ID NO: 281

SEQ ID NO: 282
ends differ





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




SEQ ID NO: 283

SEQ ID NO: 284






miR-206
mir206GSP7
CATGATCAGCTGGGCCAAGACCACACA
miR-206RP
T+G+GAA+TGTAAGGAAGTGT
Identical




SEQ ID NO: 285

SEQ ID NO: 286






miR-208
miR-208_GSP13
CATGATCAGCTGGGCCAAGAACAAGCTTTT
miR-208_RP4
ATAA+GA+CG+AGCAAAAAG
Identical




TGC

SEQ ID NO: 288





SEQ ID NO: 287








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




SEQ ID NO: 289

SEQ ID NO: 290






miR-211
miR-211GSP2
CATGATCAGCTGGGCCAAGAAGGCAAAGG
miR-211RP
T+TC+CCTTTGTCATCC
one or more base pairs differ




SEQ ID NO: 491

SEQ ID NO: 292






miR-212
miR-212GSP9
CATGATCAGCTGGGCCAAGAGGCCGTGAC
miR-212RP2
T+AA+CAGTCTCCAGTCA
Identical




SEQ ID NO: 293

SEQ ID NO: 294






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




SEQ ID NO: 295

SEQ ID NO: 296






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




SEQ ID NO: 297

SEQ ID NO: 298






miR-215
miR-215GSP2
CATGATCAGCTGGGCCAAGAGTCTGTCAA
miR-215RP
A+TGA+CCTATGATTTGAC
one or more base pairs differ




SEQ ID NO: 299

SEQ ID NO: 469






miR-216
miR-216GSP9
CATGATCAGCTGGGCCAAGACACAGTTGC
mir216RP
TAA+TCT+CAGCTGGCA
Identical




SEQ ID NO: 301

SEQ ID NO: 302






miR-217
miR-217GSP2
CATGATCAGCTGGGCCAAGAATCCAGTCA
miR-217RP2
T+AC+TGCATCAGGAACTGA
one or more base pairs differ




SEQ ID NO: 481

SEQ ID NO: 304






miR-218
miR-218GSP2
CATGATCAGCTGGGCCAAGAACATGGTTA
miR-218RP
TTG+TGCTT+GATCTAAC
Identical




SEQ ID NO: 305

SEQ ID NO: 306






miR-221
miR-221GSP9
CATGATCAGCTGGGCCAAGAGAAACCCAG
miR-221RP
A+GC+TACATTGTCTGC
Identical overlapping sequence,




SEQ ID NO: 309

SEQ ID NO: 310
ends differ





miR-222
miR-222GSP8
CATGATCAGCTGGGCCAAGAGAGACCCA
miR-222RP
A+GC+TACATCTGGCT
Identical




SEQ ID NO: 311

SEQ ID NO: 312






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




SEQ ID NO: 313

SEQ ID NO: 314






miR-224
miR-224GSP8
CATGATCAGCTGGGCCAAGATAAACGGA
miR-224RP2
C+AAG+TCACTAGTGGTT
Identical overlapping sequence,




SEQ ID NO: 315

SEQ ID NO: 316
ends differ





miR-296
miR-296GSP9
CATGATCAGCTGGGCCAAGAACAGGATTG
miR-296RP2
A+GG+GCCCCCCCTCAA
Identical




SEQ ID NO: 317

SEQ ID NO: 318






miR-299
miR-299GSP9
CATGATCAGCTGGGCCAAGAATGTATGTG
miR-299RP
T+GG+TTTACCGTCCC
Identical




SEQ ID NO: 319

SEQ ID NO: 320






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




SEQ ID NO: 321

SEQ ID NO: 322






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




SEQ ID NO: 325

SEQ ID NO: 326






miR-320
miR-320_GSP8
CATGATCAGCTGGGCCAAGATTCGCCCT
miR-320_RP3
AAAA+GCT+GGGTTGAGAGG
Identical




SEQ ID NO: 337

SEQ ID NO: 338






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




SEQ ID NO: 339

SEQ ID NO: 340






miR-324-3p
miR-324-3pGSP
CATGATCAGCTGGGCCAAGACCAGCAGCAC
miR-324-3pRP
C+CA+CTGCCCCAGGT
Identical




SEQ ID NO: 341

SEQ ID NO: 342






miR-324-5p
miR-324-5pGSP
CATGATCAGCTGGGCCAAGAACACCAATGC
miR-324-5pRP
C+GC+ATCCCCTAGGG
Identical overlapping sequence,




SEQ ID NO: 343

SEQ ID NO: 344
ends differ





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




SEQ ID NO: 345

SEQ ID NO: 476






miR-326
miR-326GSP
CATGATCAGCTGGGCCAAGACTGGAGGAAG
miR-326RP
C+CT+CTGGGCCCTTC
Identical overlapping sequence,




SEQ ID NO: 347

SEQ ID NO: 348
ends differ





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




SEQ ID NO: 349

SEQ ID NO: 350






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




SEQ ID NO: 351

SEQ ID NO: 478






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




SEQ ID NO: 353

SEQ ID NO: 354






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




SEQ ID NO: 355

SEQ ID NO: 490






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




SEQ ID NO: 357

SEQ ID NO: 358






miR-339
miR-339GSP9
CATGATCAGCTGGGCCAAGATGAGCTCCT
miR-339RP2
T+CC+CTGTCCTCCAGG
Identical




SEQ ID NO: 359

SEQ ID NO: 360






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




SEQ ID NO: 361

SEQ ID NO: 362






miR-342
miR-342GSP3
CATGATCAGCTGGGCCAAGAGACGGGTG
miR-342RP
T+CT+CACACAGAAATCG
Identical




SEQ ID NO: 363

SEQ ID NO: 364






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




SEQ ID NO: 484

SEQ ID NO: 485






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




SEQ ID NO: 367

SEQ ID NO: 488






miR-363
miR-363 GSP10
CATGATCAGCTGGGCCAAGATACAGATGGA
miR-363RP
AAT+TG+CAC+GGTATCC
Identical




SEQ ID NO: 369

SEQ ID NO: 370






miR-370
miR-370GSP
CATGATCAGCTGGGCCAAGACCAGGTTCCA
miR-370RP
G+CC+TGCTGGGGTGG
Identical overlapping sequence,




SEQ ID NO: 375

SEQ ID NO: 376
ends differ





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




SEQ ID NO: 387

SEQ ID NO: 388






miR-376a
miR-376aGSP3
CATGATCAGCTGGGCCAAGAACGTGGAT
miR-376aRP2
A+TCGTAGA+GGAAAATCCAC
one or more base pairs differ




SEQ ID NO: 467

SEQ ID NO: 468






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




SEQ ID NO: 391

SEQ ID NO: 392






miR-379
miR-379_GSP7
CATGATCAGCTGGGCCAAGATACGTTC
miR-379RP2
T+GGT+AGACTATGGAACG
Identical overlapping sequence,




SEQ ID NO: 393

SEQ ID NO: 394
ends differ





miR-380-5p
miR-380-5pGSP
CATGATCAGCTGGGCCAAGAGCGCATGTTC
miR-380-5pRP
T+GGT+TGACCATAGA
Identical




SEQ ID NO: 395

SEQ ID NO: 396






miR-380-3p
miR-380-3pGSP
CATGATCAGCTGGGCCAAGAAAGATGTGGA
miR-380-3pRP
TA+TG+TAGTATGGTCCACA
one or more base pairs differ




SEQ ID NO: 395

SEQ ID NO: 483






miR-381
miR-381GSP2
CATGATCAGCTGGGCCAAGAACAGAGAGC
miR-381RP2
TATA+CAA+GGGCAAGCT
Identical




SEQ ID NO: 399

SEQ ID NO: 400






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




SEQ ID NO: 401

SEQ ID NO: 402






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




SEQ ID NO: 465

SEQ ID NO: 466






miR-384
miR-384_GSP9
CATGATCAGCTGGGCCAAGATGTGAACAA
miR-384_RP5
ATT+CCT+AG+AAATTGTTC
one or more base pairs differ




SEQ ID NO: 470

SEQ ID NO: 471






miR-410
miR-410 GSP9
CATGATCAGCTGGGCCAAGAACAGGCCAT
miR-410RP
AA+TA+TAA+CA+CAGATGGC
Identical




SEQ ID NO: 405

SEQ ID NO: 406






miR-412
miR-412 GSP10
CATGATCAGCTGGGCCAAGAACGGCTAGTG
miR-412RP
A+CTT+CACCTGGTCCACTA
Identical




SEQ ID NO: 407

SEQ ID NO: 408






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




SEQ ID NO: 474

SEQ ID NO: 414






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




SEQ ID NO: 417

SEQ ID NO: 418






miR-429
miR-429_GSP11
CATGATCAGCTGGGCCAAGAACGGCATTACC
miR-429RP5
T+AATAC+TG+TCTGGTAATG
one or more base pairs differ




SEQ ID NO: 479

SEQ ID NO: 480






miR-431
miR-431 GSP10
CATGATCAGCTGGGCCAAGATGCATGACGG
miR-431RP
T+GT+CTTGCAGGCCG
Identical overlapping sequence,




SEQ ID NO: 421

SEQ ID NO: 422
ends differ





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




SEQ ID NO: 423

SEQ ID NO: 424






miR-449
miR-449GSP10
CATGATCAGCTGGGCCAAGAACCAGCTAAC
miR-449RP2
T+GG+CAGTGTATTGTTAGC
Identical




SEQ ID NO: 425

SEQ ID NO: 426






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




SEQ ID NO: 427

SEQ ID NO: 428






miR-451
miR-451 GSP10
CATGATCAGCTGGGCCAAGAAAACTCAGTA
miR-451RP
AAA+CCG+TTA+CCATTACTGA
Identical overlapping sequence,




SEQ ID NO: 429

SEQ ID NO: 430
ends differ





let7a
let7a-GSP2
CATGATCAGCTGGGCCAAGAAACTATAC
let7a-RP
T+GA+GGTAGTAGGTTG
Identical overlapping sequence,




SEQ ID NO: 431

SEQ ID NO: 432
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 overlapping sequence,




SEQ ID NO: 439

SEQ ID NO: 440
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:







(SEQ ID NO: 47)









CATGATCAGCTGGGCCAAGATACATACTTC






reverse primer:







(SEQ ID NO: 48)









T+G+GAA+TG+TAAAGAAGT






forward primer:







(SEQ ID NO: 13)









CATGATCAGCTGGGCCAAGA







miR-124 Template:











extension primer:







(SEQ ID NO: 149)









CATGATCAGCTGGGCCAAGATGGCATTCAC






reverse primer:







(SEQ ID NO: 150)









T+TA+AGGCACGCGGT






forward primer:







(SEQ ID NO: 13)









CATGATCAGCTGGGCCAAGA







miR-150 template:











extension primer:







(SEQ ID NO: 213)









CATGATCAGCTGGGCCAAGACACTGGTA






reverse primer:







(SEQ ID NO: 214)









T+CT+CCCAACCCTTG






forward primer:







(SEQ ID NO: 13)









CATGATCAGCTGGGCCAAGA






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 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) (preferably in the range of from about 5 to about 25, such as from about 10 to about 20), and broad dynamic range (preferably in the range of from about 10 and 35, such as ΔCt≧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 publicly 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 (ΔCt) 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: 5′ AAACAAACAUGGUGCACUUCUU 3′ (SEQ ID NO:966)









Extension Primers (4 candidates)


(SEQ ID NO: 500)


hmr-miR-495GS10: 5′ CATGATCAGCTGGGCCAAGAAAGAAGTGCA


3′





(SEQ ID NO: 501)


hmr-miR-495GS9: 5′ CATGATCAGCTGGGCCAAGAAAGAAGTGC


3′





(SEQ ID NO: 502)


hmr-miR-495GS8: 5′ CATGATCAGCTGGGCCAAGAAAGAAGTG 3′





(SEQ ID NO: 503)


hmr-miR-495GS7: 5′ CATGATCAGCTGGGCCAAGAAAGAAGT





Reverse Primers (2 candidates)


(SEQ ID NO: 504)


hmr-miR-495RP1: 5′ AAA+CAAA+CA+TGGTGCAC 3′





(SEQ ID NO: 505)


hmr-miR-495RP2: 5′ AAA+C+AAA+CATGGTGC 3′






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 Number
Target microRNA
Primer Name
Extension Primer Sequence
Primer Name
Reverse Primer Sequence
Comments

















1
hmr-miR-495
Hmr-miR-
CATGATCAGCTGGGCCAAGAAAGAAGTGCA
Hmr-miR-
AAA+CAAA+CA+TGGTGCAC
Conserved across all





495GS10
SEQ ID NO: 500
495RP1
SEQ ID NO: 504
three species




Hmr-miR-
CATGATCAGCTGGGCCAAGAAAGAAGTGC
Hmr-miR-
AAA+C+AAA+CATGGTGC




495GS9
SEQ ID NO: 501
495RP2
SEQ ID NO: 505




Hmr-miR-
CATGATCAGCTGGGCCAAGAAAGAAGTG




495GS8
SEQ ID NO: 502




Hmr-miR-
CATGATCAGCTGGGCCAAGAAAGAAGT




495GS7
SEQ ID NO: 503





2
mr-miR-291a-
mr-mIR-
CATGATCAGCTGGGCCAAGAGGCACACAAA
mr-mIR-291a-
AA+AG+TGCTTCCACTTTGT
Mouse/rat specific; seed



3p
291a-
SEQ ID NO: 506
3pRP1
SEQ ID NO: 510
region ortholog to human




3pGS10



miR-371/2




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




291a-3pGS9
SEQ ID NO: 507
3pRP2
SEQ ID NO: 511




mr-mIR-
CATGATCAGCTGGGCCAAGAGGCACACA




291a-3pGS8
SEQ ID NO: 508




mr-mIR-
CATGATCAGCTGGGCCAAGAGGCACAC




291a-3pGS7
SEQ ID NO: 509





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



3p
291b-
SEQ ID NO: 512
3pRP1
SEQ ID NO: 516
region ortholog to human




3pGS10



miR-371/2




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




291b-3pGS9
SEQ ID NO: 513
3pRP2
SEQ ID NO: 517




m-mIR-
CATGATCAGCTGGGCCAAGAGACAAACA




291b-3pGS8
SEQ ID NO: 514




m-mIR-
CATGATCAGCTGGGCCAAGAGACAAAC




291b-3pGS7
SEQ ID NO: 515





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




519aGS10
SEQ ID NO: 518
519aRP1
SEQ ID NO: 522
implicated in oncogenesis




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




519aGS9
SEQ ID NO: 519
519aRP2
SEQ ID NO: 523




h-miR-
CATGATCAGCTGGGCCAAGAGTAACACT




519aGS8
SEQ ID NO: 520




h-miR-
CATGATCAGCTGGGCCAAGAGTAACAC




519aGS7
SEQ ID NO: 521





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




519bGS10
SEQ ID NO: 524
519bRP1
SEQ ID NO: 528
implicated in oncogenesis




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




519bGS9
SEQ ID NO: 525
519bRP2
SEQ ID NO: 529




h-miR-
CATGATCAGCTGGGCCAAGAAAACCTCT




519bGS8
SEQ ID NO: 526




h-miR-
CATGATCAGCTGGGCCAAGAAAACCTC




519bGS7
SEQ ID NO: 527





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




519cGS10
SEQ ID NO: 530
519cRP1
SEQ ID NO: 534
implicated in oncogenesis




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




519cGS9
SEQ ID NO: 531
519cRP2
SEQ ID NO: 535




h-miR-
CATGATCAGCTGGGCCAAGAATCCTCTA




519cGS8
SEQ ID NO: 532




h-miR-
CATGATCAGCTGGGCCAAGAATCCTCT




519cGS7
SEQ ID NO: 533





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




519dGS10
SEQ ID NO: 536
519dRP1
SEQ ID NO: 540
implicated in oncogenesis




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




519dGS9
SEQ ID NO: 537
519dRP2
SEQ ID NO: 541




h-miR-
CATGATCAGCTGGGCCAAGAACACTCTA




519dGS8
SEQ ID NO: 538




h-miR-
CATGATCAGCTGGGCCAAGAACACTCT




519dGS7
SEQ ID NO: 539





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




520aGS10
SEQ ID NO: 542
520aRP1
SEQ ID NO: 546
implicated in oncogenesis




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




520aGS9
SEQ ID NO: 543
520aRP2
SEQ ID NO: 547




h-miR-
CATGATCAGCTGGGCCAAGAACAGTCCA




520aGS8
SEQ ID NO: 544




h-miR-
CATGATCAGCTGGGCCAAGAACAGTCC




520aGS7
SEQ ID NO: 545





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




520bGS10
SEQ ID NO: 548
520bRP1
SEQ ID NO: 552
implicated in oncogenesis




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




520bGS9
SEQ ID NO: 549
520bRP2
SEQ ID NO: 553




h-miR-
CATGATCAGCTGGGCCAAGACCCTCTAA




520bGS8
SEQ ID NO: 550




h-miR-
CATGATCAGCTGGGCCAAGACCCTCTA




520bGS7
SEQ ID NO: 551





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




520dGS10
SEQ ID NO: 554
520dRP1
SEQ ID NO: 558
implicated in oncogenesis




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




520dGS9
SEQ ID NO: 555
520dRP2
SEQ ID NO: 559




h-miR-
CATGATCAGCTGGGCCAAGAAACCCACC




520dGS8
SEQ ID NO: 556




h-miR-
CATGATCAGCTGGGCCAAGAAACCCAC




520dGS7
SEQ ID NO: 557





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




520eGS10
SEQ ID NO: 560
520eRP1
SEQ ID NO: 564
implicated in








oncogenesis




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




520eGS9
SEQ ID NO: 561
520eRP2
SEQ ID NO: 565




h-miR-
CATGATCAGCTGGGCCAAGACCCTCAAA




520eGS8
SEQ ID NO: 562




h-miR-
CATGATCAGCTGGGCCAAGACCCTCAA




520eGS7
SEQ ID NO: 563





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




520fGS10
SEQ ID NO: 566
520fRP1
SEQ ID NO: 570
implicated in oncogenesis




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




520fGS9
SEQ ID NO: 567
520fRP2
SEQ ID NO: 571




h-miR-
CATGATCAGCTGGGCCAAGAAACCCTCT




520fGS8
SEQ ID NO: 568




h-miR-
CATGATCAGCTGGGCCAAGAAACCCTC




520fGS7
SEQ ID NO: 569





13
mr-miR-329
mr-miR-
CATGATCAGCTGGGCCAAGAAAAAAGGTTA
mr-miR-
AA+CA+CACCCAGCTAACC
Specific for mouse/rat




329G510
SEQ ID NO: 572
329RP1
SEQ ID NO: 576
ortholog




mr-miR-
CATGATCAGCTGGGCCAAGAAAAAAGGTT
mr-miR-
AA+CA+CACCCAGCTAA




329GS9
SEQ ID NO: 573
329RP2
SEQ ID NO: 577




mr-miR-
CATGATCAGCTGGGCCAAGAAAAAAGGT




329GS8
SEQ ID NO: 574




mr-miR-
CATGATCAGCTGGGCCAAGAAAAAAGG




329GS7
SEQ ID NO: 575





14
hmr-miR-
hmr-miR-
CATGATCAGCTGGGCCAAGAAACCCACCGA
hmr-miR-
AA+CATT+CATTGTTGTCGGT
Conserved across all



181d
181dGS10
SEQ ID NO: 578
181dRP1
SEQ ID NO: 582
three species




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




181dGS9
SEQ ID NO: 579
181dRP2
SEQ ID NO: 583




hmr-miR-
CATGATCAGCTGGGCCAAGAAACCCACC




181dGS8
SEQ ID NO: 580




hmr-miR-
CATGATCAGCTGGGCCAAGAAACCCAC




181dGS7
SEQ ID NO: 581





15
has-miR-193b
hmr-miR-
CATGATCAGCTGGGCCAAGAAAAGCGGGAC
hmr-miR-
AA+CT+GGCCCTCAAAGTCCC
Conserved across all




193bGS10
SEQ ID NO: 584
193bRP1
SEQ ID NO: 588
three species




hmr-miR-
CATGATCAGCTGGGCCAAGAAAAGCGGGA
hmr-miR-
AA+CT+GGCCCTCAAAGTC




193bGS9
SEQ ID NO: 585
193bRP2
SEQ ID NO: 589




hmr-miR-
CATGATCAGCTGGGCCAAGAAAAGCGGG




193bGS8
SEQ ID NO: 586




hmr-miR-
CATGATCAGCTGGGCCAAGAAAAGCGG




193bGS7
SEQ ID NO: 587





16
h-miR-362
h-miR-
CATGATCAGCTGGGCCAAGAACTCACACCT
h-miR-362RP1
AAT+CCTT+GGAACCTAGGTG
Assay specific for human




362GS10
SEQ ID NO: 590

SEQ ID NO: 594
ortholog




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




362GS9
SEQ ID NO: 591

SEQ ID NO: 595




h-miR-
CATGATCAGCTGGGCCAAGAACTCACAC




362GS8
SEQ ID NO: 592




h-miR-
CATGATCAGCTGGGCCAAGAACTCACA




362GS7
SEQ ID NO: 593





17
mr-miR-362
mr-mIR-
CATGATCAGCTGGGCCAAGATTCACACCTA
mr-mIR-362-
AA+TCCTT+GGAACCTAGGT
Assay specific for rodent




362-3pGS10
SEQ ID NO: 596
3pRP1
SEQ ID NO: 600
ortholog




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




362-3pGS9
SEQ ID NO: 597
3pRP2
SEQ ID NO: 601




mr-mIR-
CATGATCAGCTGGGCCAAGATTCACACC




362-3pGS8
SEQ ID NO: 598




mr-mIR-
CATGATCAGCTGGGCCAAGATTCACAC




362-3pGS7
SEQ ID NO: 599





18
h-miR-500
h-miR-
CATGATCAGCTGGGCCAAGACAGAATCCTT
h-miR-500RP1
A+TG+CACCTGGGCAAGGA
Assay specific for human




500GS10
SEQ ID NO: 602

SEQ ID NO: 606
ortholog




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




500GS9
SEQ ID NO: 603

SEQ ID NO: 607




h-miR-
CATGATCAGCTGGGCCAAGACAGAATCC




500GS8
SEQ ID NO: 604




h-miR-
CATGATCAGCTGGGCCAAGACAGAATC




500GS7
SEQ ID NO: 605





19
mmu-miR-
mr-miR-
CATGATCAGCTGGGCCAAGACTGAACCCTT
mr-miR-
A+TGCA+CCTGGGCAAGGG
Assay specific for rodent



500
500GS10
SEQ ID NO: 608
500RP1
SEQ ID NO: 612
ortholog




mr-miR-
CATGATCAGCTGGGCCAAGACTGAACCCT
mr-miR-
A+TGCA+CCTGGGCAAG




500GS9
SEQ ID NO: 609
500RP2
SEQ ID NO: 613




mr-miR-
CATGATCAGCTGGGCCAAGACTGAACCC




500GS8
SEQ ID NO: 610




mr-miR-
CATGATCAGCTGGGCCAAGACTGAACC




500GS7
SEQ ID NO: 611





20
h-miR-501
h-miR-
CATGATCAGCTGGGCCAAGATCTCACCCAG
h-miR-501RP1
AA+T+CCTT+TGTCCCTGGG
Assay specific for human




501GS10
SEQ ID NO: 614

SEQ ID NO: 618
ortholog




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




501GS9
SEQ ID NO: 615

SEQ ID NO: 619




h-miR-
CATGATCAGCTGGGCCAAGATCTCACCC




501GS8
SEQ ID NO: 616




h-miR-
CATGATCAGCTGGGCCAAGATCTCACC




501GS7
SEQ ID NO: 617





21
mr-miR-501
mr-miR-
CATGATCAGCTGGGCCAAGATTTCACCCAG
mr-miR-
AA+T+CC+TTTGTCCCTGGG
Assay specific for rodent




501GS10
SEQ ID NO: 620
501RP1
SEQ ID NO: 624
ortholog




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




501GS9
SEQ ID NO: 621
501RP2
SEQ ID NO: 625




mr-miR-
CATGATCAGCTGGGCCAAGATTTCACCC




501GS8
SEQ ID NO: 622




mr-miR-
CATGATCAGCTGGGCCAAGATTTCACC




501GS7
SEQ ID NO: 623





22
hmr-miR-
hmr-miR-
CATGATCAGCTGGGCCAAGAAGTGGATGAC
hmr-miR-
AAT+CG+TACAGGGTCAT
Conserved across all



487b
487bGS10
SEQ ID NO: 626
487bRP1
SEQ ID NO: 630
three species




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




487bGS9
SEQ ID NO: 627
487bRP2
SEQ ID NO: 631




hmr-miR-
CATGATCAGCTGGGCCAAGAAGTGGATG




487bGS8
SEQ ID NO: 628




hmr-miR-
CATGATCAGCTGGGCCAAGAAGTGGAT




487bGS7
SEQ ID NO: 629





23
h-miR-489
h-miR-
CATGATCAGCTGGGCCAAGAGCTGCCGTAT
h-miR-489RP1
AG+TGA+CATCACATATACG
Assay specific for human




489GS10
SEQ ID NO: 632

SEQ ID NO: 636
ortholog




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




489GS9
SEQ ID NO: 633

SEQ ID NO: 637




h-miR-
CATGATCAGCTGGGCCAAGAGCTGCCGT




489GS8
SEQ ID NO: 634




h-miR-
CATGATCAGCTGGGCCAAGAGCTGCCG




489GS7
SEQ ID NO: 635





24
m-miR-489
m-miR-
CATGATCAGCTGGGCCAAGAGCTGCCATAT
m-miR-489RP1
AATGA+CA+CCACATATATG
Assay specific for mouse




489GS10
SEQ ID NO: 638

SEQ ID NO: 642
ortholog




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




489GS9
SEQ ID NO: 639

SEQ ID NO: 643




m-miR-
CATGATCAGCTGGGCCAAGAGCTGCCAT




489GS8
SEQ ID NO: 640




m-miR-
CATGATCAGCTGGGCCAAGAGCTGCCA




489GS7
SEQ ID NO: 641





25
r-miR-489
r-miR-
CATGATCAGCTGGGCCAAGAGCTGCCATAT
r-miR-489RP1
AA+TGA+CA+TCACATATATG
Assay specific for rat




489GS10
SEQ ID NO: 644

SEQ ID NO: 648
ortholog




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




489GS9
SEQ ID NO: 645

SEQ ID NO: 649




r-miR-
CATGATCAGCTGGGCCAAGAGCTGCCAT




489GS8
SEQ ID NO: 646




r-miR-
CATGATCAGCTGGGCCAAGAGCTGCCA




489GS7
SEQ ID NO: 647





26
hmr-miR-
hmr-miR-
CATGATCAGCTGGGCCAAGATCAACGGGAG
hmr-miR-425-
AA+TGA+CACGATCACTCCC
Conserved across all



425-5p
425-5pGS10
SEQ ID NO: 650
5pRP1
SEQ ID NO: 654
three species




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




425-5pGS9
SEQ ID NO: 651
5pRP2
SEQ ID NO: 655




hmr-miR-
CATGATCAGCTGGGCCAAGATCAACGGG




425-5pGS8
SEQ ID NO: 652




hmr-miR-
CATGATCAGCTGGGCCAAGATCAACGG




425-5pGS7
SEQ ID NO: 653





27
hmr-miR-652
hmr-miR-
CATGATCAGCTGGGCCAAGATGCACAACCC
hmr-miR-
AAT+GGCGCCACTAGGGTT
Conserved across all




652GS10
SEQ ID NO: 656
652RP1
SEQ ID NO: 660
three species




hmr-miR-
CATGATCAGCTGGGCCAAGATGCACAACC
hmr-miR-
AAT+GG+CGCCACTAGGG




652GS9
SEQ ID NO: 657
652RP2
SEQ ID NO: 661




hmr-miR-
CATGATCAGCTGGGCCAAGATGCACAAC




652GS8
SEQ ID NO: 658




hmr-miR-
CATGATCAGCTGGGCCAAGATGCACAA




652GS7
SEQ ID NO: 659





28
hmr-miR-
hmr-miR-
CATGATCAGCTGGGCCAAGAGAATTCATCA
hmr-miR-485-
AGA+GGCTGGCCGTGATG
Conserved across all



485-5p
485-5pGS10
SEQ ID NO: 662
5pRP1
SEQ ID NO: 666
three species




hmr-miR-
CATGATCAGCTGGGCCAAGAGAATTCATC
hmr-miR-485-
AGA+GGCTGGCCGTGA




485-5pGS9
SEQ ID NO: 663
5pRP2
SEQ ID NO: 667




hmr-miR-
CATGATCAGCTGGGCCAAGAGAATTCAT




485-5pGS8
SEQ ID NO: 664




hmr-miR-
CATGATCAGCTGGGCCAAGAGAATTCA




485-5pGS7
SEQ ID NO: 665





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



3p
485-3pGS10
SEQ ID NO: 668
3pRP1
SEQ ID NO: 672
three species




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




485-3pGS9
SEQ ID NO: 669
3pRP2
SEQ ID NO: 673




hmr-miR-
CATGATCAGCTGGGCCAAGAAGAGAGGA




485-3pGS8
SEQ ID NO: 670




hmr-miR-
CATGATCAGCTGGGCCAAGAAGAGAGG




485-3pGS7
SEQ ID NO: 671





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



369-5p
369-5pGS10
SEQ ID NO: 674
5pRP1
SEQ ID NO: 678
three species




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




369-5pGS9
SEQ ID NO: 675
5pRP2
SEQ ID NO: 679




hmr-miR-
CATGATCAGCTGGGCCAAGACGAATATA




369-5pGS8
SEQ ID NO: 676




hmr-miR-
CATGATCAGCTGGGCCAAGACGAATAT




369-5pGS7
SEQ ID NO: 677





31
hmr-miR-671
hmr-miR-
CATGATCAGCTGGGCCAAGACCTCCAGCCC
hmr-miR-
A+GGAAGCCCTGGAGGGGCT
Conserved across all




671GS10
SEQ ID NO: 680
671RP1
SEQ ID NO: 684
three species




hmr-miR-
CATGATCAGCTGGGCCAAGACCTCCAGCC
hmr-miR-
A+GGAAGCCCTGGAGGGG




671GS9
SEQ ID NO: 681
671RP2
SEQ ID NO: 685




hmr-miR-
CATGATCAGCTGGGCCAAGACCTCCAGC




671GS8
SEQ ID NO: 682




hmr-miR-
CATGATCAGCTGGGCCAAGACCTCCAG




671GS7
SEQ ID NO: 683





32
h-miR-449b
h-miR-
CATGATCAGCTGGGCCAAGAGCCAGCTAAC
h-miR-
A+GGC+AGTGTATTGTTAG
Assay specific for human




449bGS10
SEQ ID NO: 686
449bRP1
SEQ ID NO: 690
ortholog




h-miR-
CATGATCAGCTGGGCCAAGAGCCAGCTAA
h-miR-
AG+GC+AG+TGTATTGTT




449bGS9
SEQ ID NO: 687
449bRP2
SEQ ID NO: 691




h-miR-
CATGATCAGCTGGGCCAAGAGCCAGCTA




449bGS8
SEQ ID NO: 688




h-miR-
CATGATCAGCTGGGCCAAGAGCCAGCT




449bGS7
SEQ ID NO: 689





33
mr-miR-449b
mr-miR-
CATGATCAGCTGGGCCAAGACCAGCTAGCA
mr-miR-
A+GGC+AGTGCATTGCTA
Assay specific for rodent




449bGS10
SEQ ID NO: 692
449bRP1
SEQ ID NO: 696
ortholog




mr-miR-
CATGATCAGCTGGGCCAAGACCAGCTAGC
mr-miR-
A+GG+CAGTGCATTGC




449bGS9
SEQ ID NO: 693
449bRP2
SEQ ID NO: 697




mr-miR-
CATGATCAGCTGGGCCAAGACCAGCTAG




449bGS8
SEQ ID NO: 694




mr-miR-
CATGATCAGCTGGGCCAAGACCAGCTA




449bGS7
SEQ ID NO: 695





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




699GS10
SEQ ID NO: 698

SEQ ID NO: 702
to miR-34c




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




699GS9
SEQ ID NO: 699

SEQ ID NO: 703




m-miR-
CATGATCAGCTGGGCCAAGACGAGCCAG




699GS8
SEQ ID NO: 700




m-miR-
CATGATCAGCTGGGCCAAGACGAGCCA




699GS7
SEQ ID NO: 701





35
hmr-miR-
hmr-miR-
CATGATCAGCTGGGCCAAGACAAAGTTGCT
hmr-miR-409-
A+GGT+TACCCGAGCAACT
Conserved across all



409-5p
409-5pGS10
SEQ ID NO: 704
5pRP1
SEQ ID NO: 708
three species




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




409-5pGS9
SEQ ID NO: 705
5pRP2
SEQ ID NO: 709




hmr-miR-
CATGATCAGCTGGGCCAAGACAAAGTTG




409-5pGS8
SEQ ID NO: 706




hmr-miR-
CATGATCAGCTGGGCCAAGACAAAGTT




409-5pGS7
SEQ ID NO: 707





36
hmr-miR-
hmr-miR-
CATGATCAGCTGGGCCAAGAAAGGGGTTCA
hmr-miR-409-
G+AA+TGTTGCTCGGTGAAC
Conserved across all



409-3p
409-3pGS10
SEQ ID NO: 710
3pRP1
SEQ ID NO: 714
three species




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




409-3pGS9
SEQ ID NO: 711
3pRP2
SEQ ID NO: 715




hmr-miR-
CATGATCAGCTGGGCCAAGAAAGGGGTT




409-3pGS8
SEQ ID NO: 712




hmr-miR-
CATGATCAGCTGGGCCAAGAAAGGGGT




409-3pGS7
SEQ ID NO: 713





37
hmr-miR-491
hmr-miR-
CATGATCAGCTGGGCCAAGACCTCATGGAA
hmr-miR-
AG+TGG+GGAACCCTTCCA
Conserved across all




491GS10
SEQ ID NO: 716
491RP1
SEQ ID NO: 720
three species




hmr-miR-
CATGATCAGCTGGGCCAAGACCTCATGGA
hmr-miR-
AG+TG+GGGAACCCTTC




491GS9
SEQ ID NO: 717
491RP2
SEQ ID NO: 721




hmr-miR-
CATGATCAGCTGGGCCAAGACCTCATGG




491GS8
SEQ ID NO: 718




hmr-miR-
CATGATCAGCTGGGCCAAGACCTCATG




491GS7
SEQ ID NO: 719





38
h-miR-384
h-miR-
CATGATCAGCTGGGCCAAGATATGAACAAT
h-miR-384RP1
A+TT+CCT+AGAAATTGTTC
Assay specific for human




384GS10
SEQ ID NO: 722

SEQ ID NO: 726
ortholog




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




384GS9
SEQ ID NO: 723

SEQ ID NO: 727




h-miR-
CATGATCAGCTGGGCCAAGATATGAACA




384GS8
SEQ ID NO: 724




h-miR-
CATGATCAGCTGGGCCAAGATATGAAC




384GS7
SEQ ID NO: 725





39
mr-miR-384
mr-miR-
CATGATCAGCTGGGCCAAGATGTGAACAAT
mr-miR-
A+TT+CCT+AGAAATTGTT
Assay specific for rodent




384GS10
SEQ ID NO: 728
384RP1
SEQ ID NO: 732
ortholog




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




384GS9
SEQ ID NO: 729
384RP2
SEQ ID NO: 733




mr-miR-
CATGATCAGCTGGGCCAAGATGTGAACA




384GS8
SEQ ID NO: 730




mr-miR-
CATGATCAGCTGGGCCAAGATGTGAAC




384GS7
SEQ ID NO: 731





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




20bGS10
SEQ ID NO: 734
20bRP1
SEQ ID NO: 738
three species




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




20bGS9
SEQ ID NO: 735
20bRP2
SEQ ID NO: 739




hmr-miR-
CATGATCAGCTGGGCCAAGAACCTGCAC




20bGS8
SEQ ID NO: 736




hmr-miR-
CATGATCAGCTGGGCCAAGAACCTGCA




20bGS7
SEQ ID NO: 737





41
hmr-miR-490
hmr-miR-
CATGATCAGCTGGGCCAAGACAGCATGGAG
hmr-miR-
C+AA+CCTGGAGGACTCCA
Conserved across all




490GS10
SEQ ID NO: 740
490RP1
SEQ ID NO: 744
three species




hmr-miR-
CATGATCAGCTGGGCCAAGACAGCATGGA
hmr-miR-
CAA+CCT+GGAGGACTC




490GS9
SEQ ID NO: 741
490RP2
SEQ ID NO: 745




hmr-miR-
CATGATCAGCTGGGCCAAGACAGCATGG




490GS8
SEQ ID NO: 742




hmr-miR-
CATGATCAGCTGGGCCAAGACAGCATG




490GS7
SEQ ID NO: 743





42
hmr-miR-497
hmr-miR-
CATGATCAGCTGGGCCAAGAACAAACCACA
hmr-miR-
C+AG+CAGCACACTGTGG
Conserved across all




497GS10
SEQ ID NO: 746
497RP1
SEQ ID NO: 750
three species




hmr-miR-
CATGATCAGCTGGGCCAAGAACAAACCAC
hmr-miR-
C+AG+CAGCACACTGTG




497GS9
SEQ ID NO: 747
497RP2
SEQ ID NO: 751




hmr-miR-
CATGATCAGCTGGGCCAAGAACAAACCA




497GS8
SEQ ID NO: 748




hmr-miR-
CATGATCAGCTGGGCCAAGAACAAACC




497GS7
SEQ ID NO: 749





43
h-miR-301b
h-miR-
CATGATCAGCTGGGCCAAGATGCTTTGACA
h-miR-
C+AG+TG+CAATGATATTGTCA
Assay specific for human




301bGS10
SEQ ID NO: 752
301bRP1
SEQ ID NO: 756
ortholog




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




301bGS9
SEQ ID NO: 753
301bRP2
SEQ ID NO: 757




h-miR-
CATGATCAGCTGGGCCAAGATGCTTTGA




301bGS8
SEQ ID NO: 754




h-miR-
CATGATCAGCTGGGCCAAGATGCTTTG




301bGS7
SEQ ID NO: 755





44
mr-miR-301b
mr-miR-
CATGATCAGCTGGGCCAAGATGCTTTGACA
mr-miR-
C+AG+TG+CAATGGTATTGTCA
Assay specific for rodent




301bGS10
SEQ ID NO: 758
301bRP1
SEQ ID NO: 762
ortholog




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




301bGS9
SEQ ID NO: 759
301bRP2
SEQ ID NO: 763




mr-miR-
CATGATCAGCTGGGCCAAGATGCTTTGA




301bGS8
SEQ ID NO: 760




mr-miR-
CATGATCAGCTGGGCCAAGATGCTTTG




301bGS7
SEQ ID NO: 761





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




721GS10
SEQ ID NO: 764
721RP1
SEQ ID NO: 768
three species




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




721GS9
SEQ ID NO: 765
721RP2
SEQ ID NO: 769




hmr-miR-
CATGATCAGCTGGGCCAAGATTCCCCCT




721GS8
SEQ ID NO: 766




hmr-miR-
CATGATCAGCTGGGCCAAGATTCCCCC




721GS7
SEQ ID NO: 767





46
hmr-miR-532
hmr-miR-
CATGATCAGCTGGGCCAAGAACGGTCCTAC
hmr-miR-
CA+TG+CCTTGAGTGTAGG
Conserved across all




532GS10
SEQ ID NO: 770
532RP1
SEQ ID NO: 774
three species




hmr-miR-
CATGATCAGCTGGGCCAAGAACGGTCCTA
hmr-miR-
CA+TG+CCTTGAGTGTA




532GS9
SEQ ID NO: 771
532RP2
SEQ ID NO: 775




hmr-miR-
CATGATCAGCTGGGCCAAGAACGGTCCT




532GS8
SEQ ID NO: 772




hmr-miR-
CATGATCAGCTGGGCCAAGAACGGTCC




532GS7
SEQ ID NO: 773





47
h-miR-488
h-miR-
CATGATCAGCTGGGCCAAGATTGAGAGTGC
h-miR-488RP1
C+CCA+GATAATGGCACT
Assay specific for human




488GS10
SEQ ID NO: 776

SEQ ID NO: 780
ortholog




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




488GS9
SEQ ID NO: 777

SEQ ID NO: 781




h-miR-
CATGATCAGCTGGGCCAAGATTGAGAGT




488GS8
SEQ ID NO: 778




h-miR-
CATGATCAGCTGGGCCAAGATTGAGAG




488GS7
SEQ ID NO: 779





48
mr-miR-488
mr-miR-
CATGATCAGCTGGGCCAAGATTGAGAGTGC
mr-miR-
C+CCA+GATAATAGCACT
Assay specific for rodent




488GS10
SEQ ID NO: 782
488RP1
SEQ ID NO: 786
ortholog




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




488GS9
SEQ ID NO: 783
488RP2
SEQ ID NO: 787




mr-miR-
CATGATCAGCTGGGCCAAGATTGAGAGT




488GS8
SEQ ID NO: 784




mr-miR-
CATGATCAGCTGGGCCAAGATTGAGAG




488GS7
SEQ ID NO: 785





49
hmr-miR-539
hmr-miR-
CATGATCAGCTGGGCCAAGAACACACCAAG
hmr-miR-
GG+AG+AAATTATCCTTGGT
Conserved across all




539GS10
SEQ ID NO: 788
539RP1
SEQ ID NO: 792
three species




hmr-miR-
CATGATCAGCTGGGCCAAGAACACACCAA
hmr-miR-
G+GA+G+AAATTATCCTTGG




539GS9
SEQ ID NO: 789
539RP2
SEQ ID NO: 793




hmr-miR-
CATGATCAGCTGGGCCAAGAACACACCA




539GS8
SEQ ID NO: 790




hmr-miR-
CATGATCAGCTGGGCCAAGAACACACC




539GS7
SEQ ID NO: 791





50
h-miR-505
h-miR-
CATGATCAGCTGGGCCAAGAGAGGAAACCA
h-miR-505RP1
GT+CAA+CACTTGCTGGTT
Assay specific for human




505GS10
SEQ ID NO: 794

SEQ ID NO: 798
ortholog




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




505GS9
SEQ ID NO: 795

SEQ ID NO: 799




h-miR-
CATGATCAGCTGGGCCAAGAGAGGAAAC




505GS8
SEQ ID NO: 796




h-miR-
CATGATCAGCTGGGCCAAGAGAGGAAA




505GS7
SEQ ID NO: 797





51
mr-miR-505
mr-miR-
CATGATCAGCTGGGCCAAGAGGAAACCAGC
mr-miR-
CG+T+CAA+CA+CTTGCTGGT
Assay specific for rodent




505GS10
SEQ ID NO: 800
505RP1
SEQ ID NO: 804
ortholog




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




505GS9
SEQ ID NO: 801
505RP2
SEQ ID NO: 805




mr-miR-
CATGATCAGCTGGGCCAAGAGGAAACCA




505GS8
SEQ ID NO: 802




mr-miR-
CATGATCAGCTGGGCCAAGAGGAAACC




505GS7
SEQ ID NO: 803





52
h-miR-18b
h-miR-
CATGATCAGCTGGGCCAAGATAACTGCACT
h-miR-18bRP1
TAA+GG+TGCATCTAGTGC
Assay specific for human




18bGS10
SEQ ID NO: 806

SEQ ID NO: 810
ortholog




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




18bGS9
SEQ ID NO: 807

SEQ ID NO: 811




h-miR-
CATGATCAGCTGGGCCAAGATAACTGCA




18bGS8
SEQ ID NO: 808




h-miR-
CATGATCAGCTGGGCCAAGATAACTGC




18bGS7
SEQ ID NO: 809





53
mr-miR-18b
mr-miR-
CATGATCAGCTGGGCCAAGATAACAGCACT
mr-miR-
T+AA+GG+TGCATCTAGTGC
Assay specific for rodent




18bGS10
SEQ ID NO: 812
18bRP1
SEQ ID NO: 816
ortholog




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




18bGS9
SEQ ID NO: 813
18bRP2
SEQ ID NO: 817




mr-miR-
CATGATCAGCTGGGCCAAGATAACAGCA




18bGS8
SEQ ID NO: 814




mr-miR-
CATGATCAGCTGGGCCAAGATAACAGC




18bGS7
SEQ ID NO: 815





54
hmr-miR-503
hmr-miR-
CATGATCAGCTGGGCCAAGACAGTACTGTT
hmr-miR-
T+AGC+AGCGGGAACAGT
Conserved across all




503GS10
SEQ ID NO: 818
503RP1
SEQ ID NO: 822
three species




hmr-miR-
CATGATCAGCTGGGCCAAGACAGTACTGT
hmr-miR-
T+AGC+AGCGGGAACA




503GS9
SEQ ID NO: 819
503RP2
SEQ ID NO: 823




hmr-miR-
CATGATCAGCTGGGCCAAGACAGTACTG




503GS8
SEQ ID NO: 820




hmr-miR-
CATGATCAGCTGGGCCAAGACAGTACT




503GS7
SEQ ID NO: 821





55
hmr-miR-455
hmr-miR-
CATGATCAGCTGGGCCAAGACGATGTAGTC
hmr-miR-
TA+TG+TGCCTTTGGACTA
Conserved across all




455GS10
SEQ ID NO: 824
455RP1
SEQ ID NO: 828
three species




hmr-miR-
CATGATCAGCTGGGCCAAGACGATGTAGT
hmr-miR-
TA+TG+TGCCTTTGGAC




455GS9
SEQ ID NO: 825
455RP2
SEQ ID NO: 829




hmr-miR-
CATGATCAGCTGGGCCAAGACGATGTAG




455GS8
SEQ ID NO: 826




hmr-miR-
CATGATCAGCTGGGCCAAGACGATGTA




455GS7
SEQ ID NO: 827





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




92bGS10
SEQ ID NO: 830
92bRP1
SEQ ID NO: 834
three species




hmr-miR-
CATGATCAGCTGGGCCAAGAGAGGCCGGG
hmr-miR-
TAT+TG+CACTCGTCCC




92bGS9
SEQ ID NO: 831
92bRP2
SEQ ID NO: 835




hmr-miR-
CATGATCAGCTGGGCCAAGAGAGGCCGG




92bGS8
SEQ ID NO: 832




hmr-miR-
CATGATCAGCTGGGCCAAGAGAGGCCG




92bGS7
SEQ ID NO: 833





57
h-miR-483
h-miR-
CATGATCAGCTGGGCCAAGAAGAAGACGGG
h-miR-483RP1
T+CAC+TCCTCTCCTCCCGT
Assay specific for human




483GS10
SEQ ID NO: 836

SEQ ID NO: 840
ortholog




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




483GS9
SEQ ID NO: 837

SEQ ID NO: 841




h-miR-
CATGATCAGCTGGGCCAAGAAGAAGACG




483GS8
SEQ ID NO: 838




h-miR-
CATGATCAGCTGGGCCAAGAAGAAGAC




483GS7
SEQ ID NO: 839





58
mr-miR-483
mr-miR-
CATGATCAGCTGGGCCAAGAACAAGACGGG
mr-miR-
TC+ACTCCTCCCCTCCCGT
Assay specific for rodent




483GS10
SEQ ID NO: 842
483RP1
SEQ ID NO: 846
ortholog




mr-miR-
CATGATCAGCTGGGCCAAGAACAAGACGG
mr-miR-
TC+ACTCCTCCCCTCCC




483GS9
SEQ ID NO: 843
483RP2
SEQ ID NO: 847




mr-miR-
CATGATCAGCTGGGCCAAGAACAAGACG




483GS8
SEQ ID NO: 844




mr-miR-
CATGATCAGCTGGGCCAAGAACAAGAC




483GS7
SEQ ID NO: 845





59
hmr-miR-484
hmr-miR-
CATGATCAGCTGGGCCAAGAATCGGGAGGG
hmr-miR-
TCA+GGCTCAGTCCCCTC
Conserved across all




484GS10
SEQ ID NO: 848
484RP1
SEQ ID NO: 852
three species




hmr-miR-
CATGATCAGCTGGGCCAAGAATCGGGAGG
hmr-miR-
TC+AGGCTCAGTCCCC




484GS9
SEQ ID NO: 849
484RP2
SEQ ID NO: 853




hmr-miR-
CATGATCAGCTGGGCCAAGAATCGGGAG




484GS8
SEQ ID NO: 850




hmr-miR-
CATGATCAGCTGGGCCAAGAATCGGGA




484GS7
SEQ ID NO: 851





60
mmu-miR-
hmr-miR-
CATGATCAGCTGGGCCAAGACAGGCTCAAA
hmr-miR-
TC+CCTGAGGAGCCCTTTGA
Rodent specific; ortholog



351
351GS10
SEQ ID NO: 854
351RP1
SEQ ID NO: 858
to human miR-125




hmr-miR-
CATGATCAGCTGGGCCAAGACAGGCTCAA
hmr-miR-
TC+CCTGAGGAGCCCTTT




351GS9
SEQ ID NO: 855
351RP2
SEQ ID NO: 859




hmr-miR-
CATGATCAGCTGGGCCAAGACAGGCTCA




351GS8
SEQ ID NO: 856




hmr-miR-
CATGATCAGCTGGGCCAAGACAGGCTC




351GS7
SEQ ID NO: 857





61
hmr-miR-615
hmr-miR-
CATGATCAGCTGGGCCAAGAAGAGGGAGAC
hmr-miR-
TC+CGAGCCTGGGTCTC
Conserved across all




615GS10
SEQ ID NO: 860
615RP1
SEQ ID NO: 864
three species




hmr-miR-
CATGATCAGCTGGGCCAAGAAGAGGGAGA
hmr-miR-
TC+CGAGCCTGGGTC




615GS9
SEQ ID NO: 861
615RP2
SEQ ID NO: 865




hmr-miR-
CATGATCAGCTGGGCCAAGAAGAGGGAG




615GS8
SEQ ID NO: 862




hmr-miR-
CATGATCAGCTGGGCCAAGAAGAGGGA




615GS7
SEQ ID NO: 863





62
hmr-miR-486
hmr-miR-
CATGATCAGCTGGGCCAAGACTCGGGGCAG
hmr-miR-
T+CC+TGTACTGAGCTGCC
Conserved across all




486GS10
SEQ ID NO: 866
486RP1
SEQ ID NO: 870
three species




hmr-miR-
CATGATCAGCTGGGCCAAGACTCGGGGCA
hmr-miR-
T+CC+TGTACTGAGCTG




486GS9
SEQ ID NO: 867
486RP2
SEQ ID NO: 871




hmr-miR-
CATGATCAGCTGGGCCAAGACTCGGGGC




486GS8
SEQ ID NO: 868




hmr-miR-
CATGATCAGCTGGGCCAAGACTCGGGG




486GS7
SEQ ID NO: 869





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




494GS10
SEQ ID NO: 872
494RP1
SEQ ID NO: 876
three species




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




494GS9
SEQ ID NO: 873
494RP2
SEQ ID NO: 877




hmr-miR-
CATGATCAGCTGGGCCAAGAAGGTTTCC




494GS8
SEQ ID NO: 874




hmr-miR-
CATGATCAGCTGGGCCAAGAAGGTTTC




494GS7
SEQ ID NO: 875





64
hmr-miR-
hmr-miR-
CATGATCAGCTGGGCCAAGACTGGCACACA
hmr-miR-493-
T+GAA+GGTCTACTGTG
Conserved across all



493-3p
493-3pGS10
SEQ ID NO: 878
3pRP1
SEQ ID NO: 882
three species




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




493-3pGS9
SEQ ID NO: 879
3pRP2
SEQ ID NO: 883




hmr-miR-
CATGATCAGCTGGGCCAAGACTGGCACA




493-3pGS8
SEQ ID NO: 880




hmr-miR-
CATGATCAGCTGGGCCAAGACTGGCAC




493-3pGS7
SEQ ID NO: 881





65
hmr-miR-
hmr-miR-
CATGATCAGCTGGGCCAAGAAGCCTATGGA
hmr-miR-
T+GA+GAAC+TGAATTCCATA
Conserved across all



146b
146bGS10
SEQ ID NO: 884
146bRP1
SEQ ID NO: 888
three species




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




146bGS9
SEQ ID NO: 885
146bRP2
SEQ ID NO: 889




hmr-miR-
CATGATCAGCTGGGCCAAGAAGCCTATG




146bGS8
SEQ ID NO: 886




hmr-miR-
CATGATCAGCTGGGCCAAGAAGCCTAT




146bGS7
SEQ ID NO: 887





66
r-miR-1
r-miR-
CATGATCAGCTGGGCCAAGATACACACTTC
r-miR-1RP1
T+G+GAA+TGTAAAGAAGTG
Assay specific for rat




1GS10
SEQ ID NO: 890

SEQ ID NO: 894
ortholog




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





SEQ ID NO: 891

SEQ ID NO: 895




r-miR-1GS8
CATGATCAGCTGGGCCAAGATACACACT





SEQ ID NO: 892




r-miR-1GS7
CATGATCAGCTGGGCCAAGATACACAC





SEQ ID NO: 893





67
h-miR-675-5p
h-miR-675-
CATGATCAGCTGGGCCAAGACACTGTGGGC
h-miR-675-
T+GGTGCGGAGAGGGCCCA
Assay specific for human




5pGS10
SEQ ID NO: 896
5pRP1
SEQ ID NO: 900
ortholog




h-miR-675-
CATGATCAGCTGGGCCAAGACACTGTGGG
h-miR-675-
T+GGTGCGGAGAGGGC




5pGS9
SEQ ID NO: 897
5pRP2
SEQ ID NO: 901




h-miR-675-
CATGATCAGCTGGGCCAAGACACTGTGG




5pGS8
SEQ ID NO: 898




h-miR-675-
CATGATCAGCTGGGCCAAGACACTGTG




5pGS7
SEQ ID NO: 899





68
mr-miR-675-
mr-miR-
CATGATCAGCTGGGCCAAGAACTGTGGGCC
mr-miR-675-
T+GGTGCGGAAAGGGCC
Assay specific for rodent



5p
675-5pGS10
SEQ ID NO: 902
5pRP1
SEQ ID NO: 906
ortholog




mr-miR-
CATGATCAGCTGGGCCAAGAACTGTGGGC
mr-miR-675-
T+GGTGCGGAAAGGG




675-5pGS9
SEQ ID NO: 903
5pRP2
SEQ ID NO: 907




mr-miR-
CATGATCAGCTGGGCCAAGAACTGTGGG




675-5pGS8
SEQ ID NO: 904




mr-miR-
CATGATCAGCTGGGCCAAGAACTGTGG




675-5pGS7
SEQ ID NO: 905





69
hmr-miR-668
hmr-miR-
CATGATCAGCTGGGCCAAGAGTAGTGGGCC
hmr-miR-
TG+TCACTCGGCTCGGCC
Conserved across all




668GS10
SEQ ID NO: 908
668RP1
SEQ ID NO: 912
three species




hmr-miR-
CATGATCAGCTGGGCCAAGAGTAGTGGGC
hmr-miR-
TG+TCACTCGGCTCGG




668GS9
SEQ ID NO: 909
668RP2
SEQ ID NO: 913




hmr-miR-
CATGATCAGCTGGGCCAAGAGTAGTGGG




668GS8
SEQ ID NO: 910




hmr-miR-
CATGATCAGCTGGGCCAAGAGTAGTGG




668GS7
SEQ ID NO: 911





70
r-miR-346
r-miR-
CATGATCAGCTGGGCCAAGAAGAGGCAGGC
r-miR-346RP1
TGTC+TGCCTGAGTGCCTG
Assay specific for rat




346GS10
SEQ ID NO: 914

SEQ ID NO: 918
ortholog




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




346GS9
SEQ ID NO: 915

SEQ ID NO: 919




r-miR-
CATGATCAGCTGGGCCAAGAAGAGGCAG




346GS8
SEQ ID NO: 916




r-miR-
CATGATCAGCTGGGCCAAGAAGAGGCA




346GS7
SEQ ID NO: 917





71
hmr-miR-
hmr-miR-
CATGATCAGCTGGGCCAAGATTCAGTTATC
hmr-miR-542-
TG+TGA+CAGATTGATAACT
Conserved across all



542-3p
542-3pGS10
SEQ ID NO: 920
3pRP1
SEQ ID NO: 924
three species




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




542-3pGS9
SEQ ID NO: 921
3pRP2
SEQ ID NO: 925




hmr-miR-
CATGATCAGCTGGGCCAAGATTCAGTTA




542-3pGS8
SEQ ID NO: 922




hmr-miR-
CATGATCAGCTGGGCCAAGATTCAGTT




542-3pGS7
SEQ ID NO: 923





72
hmr-miR-
hmr-miR-
CATGATCAGCTGGGCCAAGACGTGACATGATG
hmr-miR-542-
CTC+GG+GGATCATCATG
Conserved across all



542-5p
542-5pGS10
SEQ ID NO: 926
5pRP1
SEQ ID NO: 930
three species




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




542-5pGS9
SEQ ID NO: 927
5pRP2
SEQ ID NO: 931




hmr-miR-
CATGATCAGCTGGGCCAAGACGTGACAT




542-5pGS8
SEQ ID NO: 928




hmr-miR-
CATGATCAGCTGGGCCAAGACGTGACA




542-5pGS7
SEQ ID NO: 929





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




499G510
SEQ ID NO: 932
499RP1
SEQ ID NO: 936
three species




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




499GS9
SEQ ID NO: 933
499RP2
SEQ ID NO: 937




hmr-miR-
CATGATCAGCTGGGCCAAGAAAACATCA




499GS8
SEQ ID NO: 934




hmr-miR-
CATGATCAGCTGGGCCAAGAAAACATC




499GS7
SEQ ID NO: 935





74
hmr-miR-758
hmr-miR-
CATGATCAGCTGGGCCAAGAGTTAGTGGAC
hmr-miR-
TT+TG+TGACCTGGTCCAC
Conserved across all




758GS10
SEQ ID NO: 938
758RP1
SEQ ID NO: 942
three species




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




758GS9
SEQ ID NO: 939
758RP2
SEQ ID NO: 943




hmr-miR-
CATGATCAGCTGGGCCAAGAGTTAGTGG




758GS8
SEQ ID NO: 940




hmr-miR-
CATGATCAGCTGGGCCAAGAGTTAGTG




758GS7
SEQ ID NO: 941





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




194GSP10
SEQ ID NO: 944

SEQ ID NO: 948
three species




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




194GSP9
SEQ ID NO: 945

SEQ ID NO: 949




miR-
CATGATCAGCTGGGCCAAGATCCACATG




194GSP8
SEQ ID NO: 946




miR-
CATGATCAGCTGGGCCAAGATCCACAT




194GSP7
SEQ ID NO: 947





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




206GSP10
SEQ ID NO: 950

SEQ ID NO: 954
three species




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




206GSP9
SEQ ID NO: 951

SEQ ID NO: 955




mir-
CATGATCAGCTGGGCCAAGACCACACAC




206GSP8
SEQ ID NO: 952




mir-
CATGATCAGCTGGGCCAAGACCACACA




206GSP7
SEQ ID NO: 953





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





(SEQ ID NO: 47)

(SEQ ID NO: 959)
three species




miR-1GS9
CATGATCAGCTGGGCCAAGATACATACTT (SEQ
miR-1RP2
T+G+GAA+TG+TAAAGAAGT





ID NO: 956)

(SEQ ID NO: 48)




miR-1GS8
CATGATCAGCTGGGCCAAGATACATACT (SEQ





ID NO: 957)




miR-1GS7
CATGATCAGCTGGGCCAAGATACATAC (SEQ ID





NO: 958)





78
hmr-miR-9
miR-9GS10
CATGATCAGCTGGGCCAAGATCATACAGCT
miR-9RP1
T+CTTT+GGTTATCTAGCT (SEQ
Conserved across all





(SEQ ID NO: 960)

ID NO: 964)
three species




miR-9G59
CATGATCAGCTGGGCCAAGATCATACAGC (SEQ
miR-9RP2
TC+TTT+GGTT+ATCTAGCTGTA





ID NO: 961)

(SEQ ID NO: 965)




miR-9G58
CATGATCAGCTGGGCCAAGATCATACAG (SEQ





ID NO: 962)




miR-9G57
CATGATCAGCTGGGCCAAGATCATACA (SEQ ID





NO: 963)



















TABLE 9








SEQ


Assay
Target

ID


Number
MicroRNA Name
RNA target sequence
NO:


















1.
hmr-miR-495
AAACAAACAUGGUGCACUUCUU
966





2.
mr-miR-291a-
AAAGUGCUUCCACUUUGUGUGCC
967



3p





3.
m-mIR-291b-3p
AAAGUGCAUCCAUUUUGUUUGUC
968





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-362-3p
AAUCCUUGGAACCUAGGUGUGAA
982





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-675-5p
UGGUGCGGAAAGGGCCCACAGU
1033





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 80 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
miR-9 RP1
13
9



(SEQ ID NO: 1043)
(SEQ ID NO: 960)
(SEQ ID NO: 964)






miR-9GS9
miR-9 RP1
13
4




(SEQ ID NO: 961)
(SEQ ID NO: 964)






miR-9GS8
miR-9 RP1
10
0




(SEQ ID NO:962)
(SEQ ID NO: 964)






miR-9GS7
miR-9 RP1
16
8




(SEQ ID NO: 963)
(SEQ ID NO: 964)






miR-9GS10
miR-9 RP2
13
5




(SEQ ID NO: 960)
(SEQ ID NO: 965)






miR-9GS9
miR-9 RP2
14
4




(SEQ ID NO: 961)
(SEQ ID NO: 965)






miR-9GS8
miR-9 RP2
10
0




(SEQ ID NO: 962)
(SEQ ID NO: 965)






miR-9GS7
miR-9 RP2
17
8




(SEQ ID NO: 963)
(SEQ ID NO: 965)





miR-194
miR-194GS10
miR-194RP1
9
6



(SEQ ID NO: 1040)
(SEQ ID NO: 944)
(SEQ ID NO: 948)






miR-194GS9
miR-194RP1
11
5




(SEQ ID NO: 945)
(SEQ ID NO: 948)






miR-194GS8
miR-194RP1
13
17
+



(SEQ ID NO: 946)
(SEQ ID NO: 948)






miR-194GS7
miR-194RP1
15
17




(SEQ ID NO: 947)
(SEQ ID NO: 948)






miR-194GS10
miR-194RP2
10
6




(SEQ ID NO: 944)
(SEQ ID NO: 949)






miR-194GS9
miR-194RP2
11
6




(SEQ ID NO: 945)
(SEQ ID NO: 949)






miR-194GS8
miR-194RP2
13
16




(SEQ ID NO: 946)
(SEQ ID NO: 949)






miR-194GS7
miR-194RP2
17
16




(SEQ ID NO: 947)
(SEQ ID NO: 949)





miR-1
miR-1 GS10
miR-1 RP1
15
15



(SEQ ID NO: 1042)
(SEQ ID NO: 47)
(SEQ ID NO: 959)






miR-1 GS9
miR-1 RP1
17
8




(SEQ ID NO: 956)
(SEQ ID NO: 959)






miR-1 GS8
miR-1 RP1
19
11




(SEQ ID NO: 957)
(SEQ ID NO: 959)






miR-1 GS7
miR-1 RP1
22
11




(SEQ ID NO: 958)
(SEQ ID NO: 959)






miR-1 GS10
miR-1 RP2
13
15
+



(SEQ ID NO: 47)
(SEQ ID NO: 48)






miR-1 GS9
miR-1 RP2
15
8




(SEQ ID NO: 956)
(SEQ ID NO: 48)






miR-1 GS8
miR-1 RP2
17
11




(SEQ ID NO: 957)
(SEQ ID NO: 48)






miR-1 GS7
miR-1 RP2
19
10




(SEQ ID NO: 958)
(SEQ ID NO: 48)





miR-206
miR-206 GS10
miR-206RP1
15
10



(SEQ ID NO: 1041)
(SEQ ID NO: 950)
(SEQ ID NO: 954)






miR-206 GS9
miR-206RP1
16
10




(SEQ ID NO: 951)
(SEQ ID NO: 954)






miR-206 GS8
miR-206RP1
17
14




(SEQ ID NO: 952)
(SEQ ID NO: 954)






miR-206 GS7
miR-206RP1
20
20




(SEQ ID NO: 953)
(SEQ ID NO: 954)






miR-206 GS10
miR-206RP2
10
8




(SEQ ID NO: 950)
(SEQ ID NO: 955)






miR-206 GS9
miR-206RP2
11
9




(SEQ ID NO: 951)
(SEQ ID NO: 955)






miR-206 GS8
miR-206RP2
11
11




(SEQ ID NO: 952)
(SEQ ID NO: 955)






miR-206 GS7
miR-206RP2
13
20
+



(SEQ ID NO: 953)
(SEQ ID 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 human microRNA selected from the group consisting of miR-21, miR-22, miR-33, miR-34a, miR-34b, miR-34c, miR-122, and miR-122a, the kit comprising at least one or more oligonucleotide primers selected from the group consisting of SEQ ID NO:6, SEQ ID NO:18, SEQ ID NO:73, SEQ ID NO:74, SEQ ID NO:449, SEQ ID NO:450, SEQ ID NO:111, SEQ ID NO:112, SEQ ID NO: 113, SEQ ID NO:114, SEQ ID NO:115, SEQ ID NO:116, SEQ ID NO:117, SEQ ID NO:118, SEQ ID NO:8; SEQ ID NO:20, SEQ ID NO:147 and SEQ ID NO:148.
  • 2. The kit according to claim 1, comprising at least one primer selected from the group consisting of SEQ ID NO:6, SEQ ID NO:18, SEQ ID NO:73 and SEQ ID NO:74 for detecting miR-21.
  • 3. The kit according to claim 1, comprising at least one primer selected from the group consisting of SEQ ID NO:449 and SEQ ID NO:450 for detecting miR-22.
  • 4. The kit according to claim 1, comprising at least one primer selected from the group consisting of SEQ ID NO:111 and SEQ ID NO:112 for detecting miR-33.
  • 5. The kit according to claim 1, comprising at least one primer selected from the group consisting of SEQ ID NO: 113,and SEQ ID NO:114 for detecting miR-34a.
  • 6. The kit according to claim 1, comprising at least one primer selected from the group consisting of SEQ ID NO:115 and SEQ ID NO:116 for detecting miR-34b.
  • 7. The kit according to claim 1, comprising at least one primer selected from the group consisting of SEQ ID NO:117 and SEQ ID NO:118 for detecting miR-34c.
  • 8. The kit according to claim 1, comprising at least one primer selected from the group consisting of SEQ ID NO:8 and SEQ ID NO:20 for detecting miR-122.
  • 9. The kit according to claim 1, comprising at least one primer selected from the group consisting of SEQ ID NO:147 and 148 for detecting miR-122a.
  • 10. An oligonucleotide primer for detecting a human microRNA selected from the group consisting of SEQ ID NO:6, SEQ ID NO:18, SEQ ID NO:73, SEQ ID NO:74, SEQ ID NO:449, SEQ ID NO:450, SEQ ID NO:111, SEQ ID NO:112, SEQ ID NO: 113, SEQ ID NO:114, SEQ ID NO:115, SEQ ID NO:116, SEQ ID NO:117, SEQ ID NO:118, SEQ ID NO:8; SEQ ID NO:20, SEQ ID NO:147 and SEQ ID NO:148.
CROSS-REFERENCES TO RELATED APPLICATIONS

This application is a continuation of application Ser. No. 11/779,759, filed Jul. 18, 2007, which is a continuation-in-part of application Ser. No. 10/579,029, filed Nov. 19, 2008, which is the National Stage of International Application No. PCT/US2006/002591, filed Jan. 25, 2006, which claims the benefit of Provisional Application No. 60/647,178, filed Jan. 25, 2005, all of which are incorporated herein by reference in their entirety.

Provisional Applications (1)
Number Date Country
60647178 Jan 2005 US
Continuations (1)
Number Date Country
Parent 11779759 Jul 2007 US
Child 13240847 US
Continuation in Parts (1)
Number Date Country
Parent 10579029 Nov 2008 US
Child 11779759 US