SERUM/PLASMA MicroRNAs AND USES THEREOF

Abstract
This invention provides a combination of microRNAs for evaluating the physiological and/or pathological condition of a subject, wherein the combination comprises all detectable microRNAs stably existing in the serum/plasma of a subject; and a method for evaluating the physiological and/or pathological condition of a subject, wherein the method includes determining all detectable microRNAs stably existing in the serum/plasma of a subject; and a kit for evaluating the physiological and/or pathological condition of a subject, wherein the kit contains the tools for determining all detectable microRNAs that stably existing in the serum/plasma of a subject; and a biochip for evaluating the physiological and/or pathological condition of a subject, wherein the biochip contains the components for determining all detectable microRNAs stably existing in the serum/plasma of a subject. The aforementioned combination, method, kit and biochip can be used for diagnosis as well as differentially diagnosis of diseases including various tumors; various acute/chronic infectious diseases, e.g. viral diseases such as viral influenza, viral hepatitis, AIDS, SARS, bacterial diseases such as tuberculosis, bacterial pneumonia, and other acute/chronic infectious diseases caused by various pathogenic microorganisms; other acute/chronic diseases such as diseases of respiratory system, diseases of immune system, diseases of blood and hematopoietic system, diseases of circulatory system such as cardio-cerebrovascular diseases, metabolic diseases of endocrine system, diseases of digestive system, diseases of nervous system, diseases of urinary system, diseases of reproductive system and diseases of locomotor system, prediction of complications occurrence and malignant diseases relapse, evaluation of therapeutic effects, screening of pharmaceutical active ingredients, assessment of drug efficacy as well as forensic authentication and prohibited drug inspection and the like, possessing a number of advantages such as extensive detection spectrum, high sensitivity, low cost, convenience for sampling, ease for sample preservation, etc. The said method can be widely used in work related to general survey of diseases and so on, improve the low-specificity and low-sensitivity caused by individual differences which single markers are difficult to overcome, significantly increasing the clinical detection rate of diseases, all of which make it become an effective means for diagnosing diseases in an early phase.
Description
SUBMISSION OF SEQUENCE LISTING

The Sequence Listing associated with this application is filed in electronic format via EFS-Web and hereby incorporated by reference into the specification in its entirety. The name of the text filecontaining the Sequence Listing is Sequence_Listing1545400029. The size of the text file is 84 KB, and the text file was created on Dec. 30, 2013.


TECHNICAL FIELD

The present invention relates to microRNAs and uses thereof, more specifically, to serum/plasma microRNAs and the uses of serum/plasma microRNAs for diagnosis and differential diagnosis of diseases, prediction of complication occurrence and malignant disease relapse, evaluation of therapeutic effects, screening of pharmaceutical active ingredients, assessment of drug efficacy, forensic authentication and prohibited drug inspection and the like.


BACKGROUND ART

To locate and precisely detect disease markers has already been the important precondition for the diagnosis and treatment of various clinical diseases including various tumors; various acute/chronic infectious diseases, e.g. viral diseases such as viral influenza, viral hepatitis, AIDS, SARS, bacterial diseases such as tuberculosis, bacterial pneumonia, and other acute/chronic infectious diseases caused by various pathogenic microorganisms; other acute/chronic diseases such as diseases of respiratory system, diseases of immune system, diseases of blood and hematopoietic system, diseases of circulatory system such as cardio-cerebrovascular diseases, metabolic diseases of endocrine system, diseases of digestive system, diseases of nervous system, diseases of urinary system, diseases of reproductive system and diseases of locomotor system. Although more and more disease markers have been found and utilized in general survey and diagnosis of clinical diseases as well as monitoring and controlling of therapeutic effects, their clinical application effects are obviously insufficient. For instance, tumor marker, e.g. alphafetoprotein, lactic dehydrogenase and carcinoembryonic antigen have been widely used in clinic. But these disease markers are far from meeting the needs of early diagnosis for cancer for the following two main reasons: (1) the sensitivity and specificity for the above-mentioned disease markers are relatively low, thus their detection results cannot be used as a diagnostic indicator of disease; (2) the early diagnosis rate of disease shall be positively correlative with the therapeutic effects. However, it is difficult for any of the aforesaid disease markers to meet such requirements for early diagnosis. Take cancer for example, the specificity of tumor differentiation is too high, the integrated sensitivity of tumor is relatively low, the samples sent to be detected are difficult to be repeatedly taken and the conditions to meet the preservation requirements for samples are too exacting, meanwhile, the cost is very high, thus under existing technology the spreading and use of the tumor markers available are hard to realize. The inherent defects of some traditional medical means such as biopsy, for example, incorrect material-extraction position, the inadequacy of sample materials for histocytes and human inexperience, etc., will all lead to misdiagnosis. Although other techniques such as imaging technique have been widely used for examination and diagnosis of diseases, there exists considerable limitation on the determination for disease degree. Consequently, it is very necessary to find out a maker for disease detection which is novel, sensitive and convenient to use and can also overcome the defects of existing markers as mentioned above.


MicroRNAs are defined as a kind of non-coding single-stranded small RNA moleculars of approximately from 19 to 23 nucleotides in length. They are highly conservative in evolution; and are closely related to many normal physiological activities of animals such as development process, tissue differentiation, cell apoptosis and energy metabolism; in addition, bear close relation with the occurrence and development of many diseases. Recent studies show that the expression levels of several microRNAs in chronic lymphocytic leukemia and Burkitt lymphoma are on average down-regulated to various extents; and that by analyzing and comparing the expressions of microRNAs in tissues of human lung cancer and human breast cancer, the expression levels of several tissue specific microRNAs have changed relative to normal tissues. Some studies demonstrate that microRNAs affect the occurrence and development of cardio-cerebrovascular diseases such as myocardial hypertrophy, heart failure, atherosclerosis, and are closely relative to metabolic diseases such as Diabetes II. These experimental results indicate that there exists inevitable connection between the expression and specificity changes of microRNAs and the occurrence and development of diseases.


For the unimaginable important role microRNAs played in the regulation of expression after gene transcription, microRNAs have some associations with diseases. First of all, the changes of microRNAs may be the cause of diseases. This is because both the inhibitor and the promoter of diseases may be target sites for microRNAs. If the expression of microRNA itself is disturbed, e.g., the expression level of microRNA which is originally to inhibit disease promoters decreases or the expression level of microRNA which is to inhibit disease inhibitor increases, its end results will both lead to changes in the expression of downstream genes and the overall disorder of some pathways, further inducing the occurrence of diseases. Secondly, the changes of microRNAs may also result from diseases. This is because, when a kind of disease such as cancer occurs, it will lead to the loss of chromosome segments, gene mutation or rapid amplification of chromosome segments; moreover, if the microRNAs happen to locate in the changing segment, then their expression level will extremely significantly change. Therefore, in theory, microRNAs can be completely regarded as a kind of new disease markers, the specificity changes of which inevitably correlate with the occurrence and development of diseases. Meanwhile, microRNA can also be used as a potential drug target, and it may greatly alleviate the occurrence and development of diseases by inhibiting the up-regulated microRNAs and overexpressedly down-regulated microRNAs in the course of a disease.


The inventor has carried out the research in the relevant fields of using microRNAs as disease markers, for instance, choosing colonic carcinoma which ranks forth in the incidence of malignant tumor as the research object. The research suggests that, during the process of colon benign polyps developing into malignant tumor, some microRNAs exhibit specificity changes, thereby a more sensitive and accurate method for the early diagnosis of colonic carcinoma having been set up through detecting the specific changes in microRNAs. However, since the sampling for tissue specimen is not easy, the wide application of this method in clinics is limited.


DETAILED DESCRIPTION OF THE INVENTION

The inventor focuses the research on the blood which is relatively easy to obtain and even can be collected via routine physical examination. Blood will circulate to all tissues in body and convey nutrients to cells whilst scavenging waste materials; therefore, blood is able to reflect the physiological pathology of the whole organism and its detection results is an indicator of human health. It is known that in serum/plasma there are many kinds of proteins such as total protein, albumin and globulin, many kinds of lipids such as HDL cholesterol and triglycerides, many kinds of carbohydrates, pigments, electrolytes, inorganic salts, and many kinds of enzymes such as amylase, alkaline phosphatase, acid phosphatase, cholinesterase and aldolase; moreover, there also exist many kinds of signaling molecules such as cytokines and hormone from tissues and organs in whole body. Currently, disease diagnosis is only limited to the above-mentioned biochemical indexes in serum/plasma, and no report is available regarding microRNAs in serum/plasma. It traditionally believed that there is no microRNA in serum/plasma, and that, if any, it will be rapidly degraded by RNase into small molecule segments and hence cannot be detected. However, microRNAs, consisting of from 19 to 23 nucleotides, possess specificity and relative stability in structure and hence are very likely present in serum/plasma. Meanwhile, since microRNAs are a new type of disease markers, it is anticipated that by studying whether or not microRNAs are present in serum/plasma, whether or not they can be detected and the connection between microRNAs and diseases, a new technology is established for the early disease diagnosis, disease identification as well as monitoring and controlling of course of diseases, prediction of malignant disease relapse and prognosis and complication occurrence, assessment of drug efficacy, guide of medication, individualized treatment, screening of active ingredients of Chinese Traditional Medicines, population taxonomy, etc., by use of the microRNAs stably existing in serum/plasma as well as their specificity changes.


The present invention provides a combination of microRNAs for evaluating physiological and/or pathological condition in a subject, wherein the combination comprises all detectable microRNAs stably existing in the serum/plasma of the subject.


The present invention further provides a method for evaluating physiological and/or pathological condition in a subject, wherein the method comprises determining all detectable microRNAs stably existing in the serum/plasma of the subject.


In the above-mentioned combination or method, all detectable microRNAs stably existing in serum/plasma of a subject may be all mature microRNAs in human serum/plasma, specifically include let-7a, let-7b, let-7c, let-7d, let-7e, let-7f, let-7g, let-7i, miR-1, miR-100, miR-101, miR-103, miR-105, miR-106a, miR-106b, miR-107, miR-10a, miR-10b, miR-122a, miR-124a, miR-125a, miR-125b, miR-126, miR-126*, miR-127, miR-128a, miR-128b, miR-129, miR-130a, miR-130b, miR-132, miR-133a, miR-133b, miR-134, miR-135a, miR-135b, miR-136, miR-137, miR-138, miR-139, miR-140, miR-141, miR-142-3p, miR-142-5p, miR-143, miR-144, miR-145, miR-146a, miR-146b, miR-147, miR-148a, miR-148b, miR-149, miR-150, miR-151, miR-152, miR-153, miR-154, miR-154*, miR-155, miR-15a, miR-15b, miR-16, miR-17-3p, miR-17-5p, miR-181a, miR-181b, miR-181c, miR-181d, miR-182, miR-182*, miR-183, miR-184, miR-185, miR-186, miR-187, miR-188, miR-189, miR-18a, miR-18a*, miR-18b, miR-190, miR-191, miR-191*, miR-192, miR-193a, miR-193b, miR-194, miR-195, miR-196a, miR-196b, miR-197, miR-198, miR-199a, miR-199a*, miR-199b, miR-19a, miR-19b, miR-200a, miR-200a*, miR-200b, miR-200c, miR-202, miR-202*, miR-203, miR-204, miR-205, miR-206, miR-208, miR-20a, miR-20b, miR-21, miR-210, miR-211, miR-212, miR-213, miR-214, miR-215, miR-216, miR-217, miR-218, miR-219, miR-22, miR-220, miR-221, miR-222, miR-223, miR-224, miR-23a, miR-23b, miR-24, miR-25, miR-26a, miR-26b, miR-27a, miR-27b, miR-28, miR-296, miR-299-3p, miR-299-5p, miR-29a, miR-29b, miR-29c, miR-301, miR-302a, miR-302a*, miR-302b, miR-302b*, miR-302c, miR-302c*, miR-302d, miR-30a-3p, miR-30a-5p, miR-30b, miR-30c, miR-30d, miR-30e-3p, miR-30e-5p, miR-31, miR-32, miR-320, miR-323, miR-324-3p, miR-324-5p, miR-325, miR-326, miR-328, miR-329, miR-33, miR-330, miR-331, miR-335, miR-337, miR-338, miR-339, miR-33b, miR-340, miR-342, miR-345, miR-346, miR-34a, miR-34b, miR-34c, miR-361, miR-362, miR-363, miR-363*, miR-365, miR-367, miR-368, miR-369-3p, miR-369-5p, miR-370, miR-371, miR-372, miR-373, miR-373*, miR-374, miR-375, miR-376a, miR-376a*, miR-376b, miR-377, miR-378, miR-379, miR-380-3p, miR-380-5p, miR-381, miR-382, miR-383, miR-384, miR-409-3p, miR-409-5p, miR-410, miR-411, miR-412, miR-421, miR-422a, miR-422b, miR-423, miR-424, miR-425, miR-425-5p, miR-429, miR-431, miR-432, miR-432*, miR-433, miR-448, miR-449, miR-450, miR-451, miR-452, miR-452*, miR-453, miR-455, miR-483, miR-484, miR-485-3p, miR-485-5p, miR-486, miR-487a, miR-487b, miR-488, miR-489, miR-490, miR-491, miR-492, miR-493, miR-493-3p, miR-494, miR-495, miR-496, miR-497, miR-498, miR-499, miR-500, miR-501, miR-502, miR-503, miR-504, miR-505, miR-506, miR-507, miR-508, miR-509, miR-510, miR-511, miR-512-3p, miR-512-5p, miR-513, miR-514, miR-515-3p, miR-515-5p, miR-516-3p, miR-516-5p, miR-517*, miR-517a, miR-517b, miR-517c, miR-518a, miR-518a-2*, miR-518b, miR-518c, miR-518c*, miR-518d, miR-518e, miR-518f, miR-518f*, miR-519a, miR-519b, miR-519c, miR-519d, miR-519e, miR-519e*, miR-520a, miR-520a*, miR-520b, miR-520c, miR-520d, miR-520d*, miR-520e, miR-520f, miR-520g, miR-520h, miR-521, miR-522, miR-523, miR-524, miR-524*, miR-525, miR-525*, miR-526a, miR-526b, miR-526b*, miR-526c, miR-527, miR-532, miR-542-3p, miR-542-5p, miR-544, miR-545, miR-548a, miR-548b, miR-548c, miR-548th miR-549, miR-550, miR-551a, miR-552, miR-553, miR-554, miR-555, miR-556, miR-557, miR-558, miR-559, miR-560, miR-561, miR-562, miR-563, miR-564, miR-565, miR-566, miR-567, miR-568, miR-569, miR-570, miR-571, miR-572, miR-573, miR-574, miR-575, miR-576, miR-577, miR-578, miR-579, miR-580, miR-581, miR-582, miR-583, miR-584, miR-585, miR-586, miR-587, miR-588, miR-589, miR-590, miR-591, miR-592, miR-593, miR-594, miR-595, miR-596, miR-597, miR-598, miR-599, miR-600, miR-601, miR-602, miR-603, miR-604, miR-605, miR-606, miR-607, miR-608, miR-609, miR-610, miR-611, miR-612, miR-613, miR-614, miR-615, miR-616, miR-617, miR-618, miR-619, miR-620, miR-621, miR-622, miR-623, miR-624, miR-625, miR-626, miR-627, miR-628, miR-629, miR-630, miR-631, miR-632, miR-633, miR-634, miR-635, miR-636, miR-637, miR-638, miR-639, miR-640, miR-641, miR-642, miR-643, miR-644, miR-645, miR-646, miR-647, miR-648, miR-649, miR-650, miR-651, miR-652, miR-653, miR-654, miR-655, miR-656, miR-657, miR-658, miR-659, miR-660, miR-661, miR-662, miR-663, miR-7, miR-9, miR-9*, miR-92, miR-93, miR-95, miR-96, miR-98, miR-99 and miR-99b.


The aforesaid method for determining all detectable microRNAs stably existing in serum/plasma of a subject is one or more selected from the group consisting of RT-PCR method, Real-time PCR method, Northern blotting method, RNase protection assay, Solexa sequencing technology and biochip method.


The aforesaid RT-PCR method includes the following steps:


(1) extracting the total RNA from the serum/plasma of a subject and obtaining cDNA samples by RNA reverse transcription reaction; or collecting serum/plasma samples from the subject and conducting reverse transcription reaction with serum/plasma being a buffer so as to prepare cDNA samples;


(2) designing a primer by use of microRNAs and conducting PCR reaction;


(3) conducting agarose gel electrophoresis of PCR products;


(4) observing agarose gel under ultraviolet lamp after EB staining.


The aforesaid real-time PCR method includes the following steps:


(1) extracting the total RNA from the serum/plasma of a subject and obtaining cDNA samples by RNA reverse transcription reaction; or collecting serum/plasma samples from the subject and conducting reverse transcription reaction with serum/plasma being a buffer so as to prepare cDNA samples;


(2) designing a primer by use of microRNAs;


(3) adding a fluorescent probe to conduct PCR reaction;


(4) detecting and comparing the variation in levels of microRNAs in the serum/plasma relative to those of microRNAs in normal serum/plasma.


The present invention further provides a kit for evaluating physiological and/or pathological condition of a subject, wherein the kit comprises the tools for determining all detectable microRNAs stably existing in the serum/plasma of the subject. The kit may comprises the primers of all mature microRNAs in human serum/plasma, specifically comprises the primers of let-7a, let-7b, let-7c, let-7d, let-7e, let-7f, let-7g, let-7i, miR-1, miR-100, miR-101, miR-103, miR-105, miR-106a, miR-106b, miR-107, miR-10a, miR-10b, miR-122a, miR-124a, miR-125a, miR-125b, miR-126, miR-126*, miR-127, miR-128a, miR-128b, miR-129, miR-130a, miR-130b, miR-132, miR-133a, miR-133b, miR-134, miR-135a, miR-135b, miR-136, miR-137, miR-138, miR-139, miR-140, miR-141, miR-142-3p, miR-142-5p, miR-143, miR-144, miR-145, miR-146a, miR-146b, miR-147, miR-148a, miR-148b, miR-149, miR-150, miR-151, miR-152, miR-153, miR-154, miR-154*, miR-155, miR-15a, miR-15b, miR-16, miR-17-3p, miR-17-5p, miR-181a, miR-181b, miR-181c, miR-181d, miR-182, miR-182*, miR-183, miR-184, miR-185, miR-186, miR-187, miR-188, miR-189, miR-18a, miR-18a*, miR-18b, miR-190, miR-191, miR-191*, miR-192, miR-193a, miR-193b, miR-194, miR-195, miR-196a, miR-196b, miR-197, miR-198, miR-199a, miR-199a*, miR-199b, miR-19a, miR-19b, miR-200a, miR-200a*, miR-200b, miR-200c, miR-202, miR-202*, miR-203, miR-204, miR-205, miR-206, miR-208, miR-20a, miR-20b, miR-21, miR-210, miR-211, miR-212, miR-213, miR-214, miR-215, miR-216, miR-217, miR-218, miR-219, miR-22, miR-220, miR-221, miR-222, miR-223, miR-224, miR-23a, miR-23b, miR-24, miR-25, miR-26a, miR-26b, miR-27a, miR-27b, miR-28, miR-296, miR-299-3p, miR-299-5p, miR-29a, miR-29b, miR-29c, miR-301, miR-302a, miR-302a*, miR-302b, miR-302b*, miR-302c, miR-302c*, miR-302d, miR-30a-3p, miR-30a-5p, miR-30b, miR-30c, miR-30d, miR-30e-3p, miR-30e-5p, miR-31, miR-32, miR-320, miR-323, miR-324-3p, miR-324-5p, miR-325, miR-326, miR-328, miR-329, miR-33, miR-330, miR-331, miR-335, miR-337, miR-338, miR-339, miR-33b, miR-340, miR-342, miR-345, miR-346, miR-34a, miR-34b, miR-34c, miR-361, miR-362, miR-363, miR-363*, miR-365, miR-367, miR-368, miR-369-3p, miR-369-5p, miR-370, miR-371, miR-372, miR-373, miR-373*, miR-374, miR-375, miR-376a, miR-376a*, miR-376b, miR-377, miR-378, miR-379, miR-380-3p, miR-380-5p, miR-381, miR-382, miR-383, miR-384, miR-409-3p, miR-409-5p, miR-410, miR-411, miR-412, miR-421, miR-422a, miR-422b, miR-423, miR-424, miR-425, miR-425-5p, miR-429, miR-431, miR-432, miR-432*, miR-433, miR-448, miR-449, miR-450, miR-451, miR-452, miR-452*, miR-453, miR-455, miR-483, miR-484, miR-485-3p, miR-485-5p, miR-486, miR-487a, miR-487b, miR-488, miR-489, miR-490, miR-491, miR-492, miR-493, miR-493-3p, miR-494, miR-495, miR-496, miR-497, miR-498, miR-499, miR-500, miR-501, miR-502, miR-503, miR-504, miR-505, miR-506, miR-507, miR-508, miR-509, miR-510, miR-511, miR-512-3p, miR-512-5p, miR-513, miR-514, miR-515-3p, miR-515-5p, miR-516-3p, miR-516-5p, miR-517*, miR-517a, miR-517b, miR-517c, miR-518a, miR-518a-2*, miR-518b, miR-518c, miR-518c*, miR-518d, miR-518e, miR-518f, miR-518f*, miR-519a, miR-519b, miR-519c, miR-519d, miR-519e, miR-519e*, miR-520a, miR-520a*, miR-520b, miR-520c, miR-520d, miR-520d*, miR-520e, miR-520f, miR-520g, miR-520h, miR-521, miR-522, miR-523, miR-524, miR-524*, miR-525, miR-525*, miR-526a, miR-526b, miR-526b*, miR-526c, miR-527, miR-532, miR-542-3p, miR-542-5p, miR-544, miR-545, miR-548a, miR-548b, miR-548c, miR-548th miR-549, miR-550, miR-551a, miR-552, miR-553, miR-554, miR-555, miR-556, miR-557, miR-558, miR-559, miR-560, miR-561, miR-562, miR-563, miR-564, miR-565, miR-566, miR-567, miR-568, miR-569, miR-570, miR-571, miR-572, miR-573, miR-574, miR-575, miR-576, miR-577, miR-578, miR-579, miR-580, miR-581, miR-582, miR-583, miR-584, miR-585, miR-586, miR-587, miR-588, miR-589, miR-590, miR-591, miR-592, miR-593, miR-594, miR-595, miR-596, miR-597, miR-598, miR-599, miR-600, miR-601, miR-602, miR-603, miR-604, miR-605, miR-606, miR-607, miR-608, miR-609, miR-610, miR-611, miR-612, miR-613, miR-614, miR-615, miR-616, miR-617, miR-618, miR-619, miR-620, miR-621, miR-622, miR-623, miR-624, miR-625, miR-626, miR-627, miR-628, miR-629, miR-630, miR-631, miR-632, miR-633, miR-634, miR-635, miR-636, miR-637, miR-638, miR-639, miR-640, miR-641, miR-642, miR-643, miR-644, miR-645, miR-646, miR-647, miR-648, miR-649, miR-650, miR-651, miR-652, miR-653, miR-654, miR-655, miR-656, miR-657, miR-658, miR-659, miR-660, miR-661, miR-662, miR-663, miR-7, miR-9, miR-9*, miR-92, miR-93, miR-95, miR-96, miR-98, miR-99a and miR-99b.


The present invention also provides a biochip for evaluating physiological and/or pathological condition of a subject, wherein the biochip contains the components for determining all detectable microRNAs stably existing in the serum/plasma of the subject. The biochip may also contain the probes for all mature microRNAs in human serum/plasma. The probes specifically include the probes as shown in Table 1.









TABLE 1







Probes of all mature microRNAs in human serum/plasma










SEQ

Corresponding



ID NO
Probes
microRNAs
Sequences of probes





SEQ
probe-let-7a
let-7a
AACTATACAACCTACTACCTCA


ID NO:


001





SEQ
probe-let-7b
let-7b
AACCACACAACCTACTACCTCA


ID NO:


002





SEQ
probe-let-7c
let-7c
AACCATACAACCTACTACCTCA


ID NO:


003





SEQ
probe-let-7d
let-7d
ACTATGCAACCTACTACCTCT


ID NO:


004





SEQ
probe-let-7e
let-7e
ACTATACAACCTCCTACCTCA


ID NO:


005





SEQ
probe-let-7f
let-7f
AACTATACAATCTACTACCTCA


ID NO:


006





SEQ
probe-let-7g
let-7g
ACTGTACAAACTACTACCTCA


ID NO:


007





SEQ
probe-let-7i
let-7i
ACAGCACAAACTACTACCTCA


ID NO:


008





SEQ
probe-miR-1
miR-1
TACATACTTCTTTACATTCCA


ID NO:


009





SEQ
probe-miR-100
miR-100
CACAAGTTCGGATCTACGGGTT


ID NO:


010





SEQ
probe-miR-101
miR-101
CTTCAGTTATCACAGTACTGTA


ID NO:


011





SEQ
probe-miR-103
miR-103
TCATAGCCCTGTACAATGCTGCT


ID NO:


012





SEQ
probe-miR-105
miR-105
ACAGGAGTCTGAGCATTTGA


ID NO:


013





SEQ
probe-miR-106a
miR-106a
GCTACCTGCACTGTAAGCACTTTT


ID NO:


014





SEQ
probe-miR-106b
miR-106b
ATCTGCACTGTCAGCACTTTA


ID NO:


015





SEQ
probe-miR-107
miR-107
TGATAGCCCTGTACAATGCTGCT


ID NO:


016





SEQ
probe-miR-10a
miR-10a
CACAAATTCGGATCTACAGGGTA


ID NO:


017





SEQ
probe-miR-10b
miR-10b
ACAAATTCGGTTCTACAGGGTA


ID NO:


018





SEQ
probe-miR-122a
miR-122a
ACAAACACCATTGTCACACTCCA


ID NO:


019





SEQ
probe-miR-124a
miR-124a
TGGCATTCACCGCGTGCCTTAA


ID NO:


020





SEQ
probe-miR-125a
miR-125a
CACAGGTTAAAGGGTCTCAGGGA


ID NO:


021





SEQ
probe-miR-125b
miR-125b
TCACAAGTTAGGGTCTCAGGGA


ID NO:


022





SEQ
probe-miR-126
miR-126
GCATTATTACTCACGGTACGA


ID NO:


023





SEQ
probe-miR-126*
miR-126*
CGCGTACCAAAAGTAATAATG


ID NO:


024





SEQ
probe-miR-127
miR-127
AGCCAAGCTCAGACGGATCCGA


ID NO:


025





SEQ
probe-miR-128a
miR-128a
AAAAGAGACCGGTTCACTGTGA


ID NO:


026





SEQ
probe-miR-128b
miR-128b
GAAAGAGACCGGTTCACTGTGA


ID NO:


027





SEQ
probe-miR-129
miR-129
GCAAGCCCAGACCGCAAAAAG


ID NO:


028





SEQ
probe-miR-130a
miR-130a
ATGCCCTTTTAACATTGCACTG


ID NO:


029





SEQ
probe-miR-130b
miR-130b
ATGCCCTTTCATCATTGCACTG


ID NO:


030





SEQ
probe-miR-132
miR-132
CGACCATGGCTGTAGACTGTTA


ID NO:


031





SEQ
probe-miR-133a
miR-133a
ACAGCTGGTTGAAGGGGACCAA


ID NO:


032





SEQ
probe-miR-133b
miR-133b
TAGCTGGTTGAAGGGGACCAA


ID NO:


033





SEQ
probe-miR-134
miR-134
CCCTCTGGTCAACCAGTCACA


ID NO:


034





SEQ
probe-miR-135a
miR-135a
TCACATAGGAATAAAAAGCCATA


ID NO:


035





SEQ
probe-miR-135b
miR-135b
CACATAGGAATGAAAAGCCATA


ID NO:


036





SEQ
probe-miR-136
miR-136
TCCATCATCAAAACAAATGGAGT


ID NO:


037





SEQ
probe-miR-137
miR-137
CTACGCGTATTCTTAAGCAATA


ID NO:


038





SEQ
probe-miR-138
miR-138
GATTCACAACACCAGCT


ID NO:


039





SEQ
probe-miR-139
miR-139
AGACACGTGCACTGTAGA


ID NO:


040





SEQ
probe-miR-140
miR-140
CTACCATAGGGTAAAACCACT


ID NO:


041





SEQ
probe-miR-141
miR-141
CCATCTTTACCAGACAGTGTTA


ID NO:


042





SEQ
probe-miR-142-3p
miR-142-3p
TCCATAAAGTAGGAAACACTACA


ID NO:


043





SEQ
probe-miR-142-5p
miR-142-5p
GTAGTGCTTTCTACTTTATG


ID NO:


044





SEQ
probe-miR-143
miR-143
TGAGCTACAGTGCTTCATCTCA


ID NO:


045





SEQ
probe-miR-144
miR-144
CTAGTACATCATCTATACTGTA


ID NO:


046





SEQ
probe-miR-145
miR-145
AAGGGATTCCTGGGAAAACTGGAC


ID NO:


047





SEQ
probe-miR-146a
miR-146a
AACCCATGGAATTCAGTTCTCA


ID NO:


048





SEQ
probe-miR-146b
miR-146b
AGCCTATGGAATTCAGTTCTCA


ID NO:


049





SEQ
probe-miR-147
miR-147
GCAGAAGCATTTCCACACAC


ID NO:


050





SEQ
probe-miR-148a
miR-148a
ACAAAGTTCTGTAGTGCACTGA


ID NO:


051





SEQ
probe-miR-148b
miR-148b
ACAAAGTTCTGTGATGCACTGA


ID NO:


052





SEQ
probe-miR-149
miR-149
GGAGTGAAGACACGGAGCCAGA


ID NO:


053





SEQ
probe-miR-150
miR-150
CACTGGTACAAGGGTTGGGAGA


ID NO:


054





SEQ
probe-miR-151
miR-151
CCTCAAGGAGCTTCAGTCTAGT


ID NO:


055





SEQ
probe-miR-152
miR-152
CCCAAGTTCTGTCATGCACTGA


ID NO:


056





SEQ
probe-miR-153
miR-153
TCACTTTTGTGACTATGCAA


ID NO:


057





SEQ
probe-miR-154
miR-154
CGAAGGCAACACGGATAACCTA


ID NO:


058





SEQ
probe-miR-154*
miR-154*
AATAGGTCAACCGTGTATGATT


ID NO:


059





SEQ
probe-miR-155
miR-155
CCCCTATCACGATTAGCATTAA


ID NO:


060





SEQ
probe-miR-15a
miR-15a
CACAAACCATTATGTGCTGCTA


ID NO:


061





SEQ
probe-miR-15b
miR-15b
TGTAAACCATGATGTGCTGCTA


ID NO:


062





SEQ
probe-miR-16
miR-16
CGCCAATATTTACGTGCTGCTA


ID NO:


063





SEQ
probe-miR-17-3p
miR-17-3p
ACAAGTGCCTTCACTGCAGT


ID NO:


064





SEQ
probe-miR-17-5p
miR-17-5p
ACTACCTGCACTGTAAGCACTTTG


ID NO:


065





SEQ
probe-miR-181a
miR-181a
ACTCACCGACAGCGTTGAATGTT


ID NO:


066





SEQ
probe-miR-181b
miR-181b
CCCACCGACAGCAATGAATGTT


ID NO:


067





SEQ
probe-miR-181c
miR-181c
ACTCACCGACAGGTTGAATGTT


ID NO:


068





SEQ
probe-miR-181d
miR-181d
AACCCACCGACAACAATGAATGTT


ID NO:


069





SEQ
probe-miR-182
miR-182
TGTGAGTTCTACCATTGCCAAA


ID NO:


070





SEQ
probe-miR-182*
miR-182*
TAGTTGGCAAGTCTAGAACCA


ID NO:


071





SEQ
probe-miR-183
miR-183
CAGTGAATTCTACCAGTGCCATA


ID NO:


072





SEQ
probe-miR-184
miR-184
ACCCTTATCAGTTCTCCGTCCA


ID NO:


073





SEQ
probe-miR-185
miR-185
GAACTGCCTTTCTCTCCA


ID NO:


074





SEQ
probe-miR-186
miR-186
AAGCCCAAAAGGAGAATTCTTTG


ID NO:


075





SEQ
probe-miR-187
miR-187
CGGCTGCAACACAAGACACGA


ID NO:


076





SEQ
probe-miR-188
miR-188
ACCCTCCACCATGCAAGGGATG


ID NO:


077





SEQ
probe-miR-189
miR-189
ACTGATATCAGCTCAGTAGGCAC


ID NO:


078





SEQ
probe-miR-18a
miR-18a
TATCTGCACTAGATGCACCTTA


ID NO:


079





SEQ
probe-miR-18a*
miR-18a*
AGAAGGAGCACTTAGGGCAGT


ID NO:


080





SEQ
probe-miR-18b
miR-18b
TAACTGCACTAGATGCACCTTA


ID NO:


081





SEQ
probe-miR-190
miR-190
ACCTAATATATCAAACATATCA


ID NO:


082





SEQ
probe-miR-191
miR-191
AGCTGCTTTTGGGATTCCGTTG


ID NO:


083





SEQ
probe-miR-191*
miR-191*
GGGGACGAAATCCAAGCGCAGC


ID NO:


084





SEQ
probe-miR-192
miR-192
GGCTGTCAATTCATAGGTCAG


ID NO:


085





SEQ
probe-miR-193a
miR-193a
CTGGGACTTTGTAGGCCAGTT


ID NO:


086





SEQ
probe-miR-193b
miR-193b
AAAGCGGGACTTTGAGGGCCAGTT


ID NO:


087





SEQ
probe-miR-194
miR-194
TCCACATGGAGTTGCTGTTACA


ID NO:


088





SEQ
probe-miR-195
miR-195
GCCAATATTTCTGTGCTGCTA


ID NO:


089





SEQ
probe-miR-196a
miR-196a
CCAACAACATGAAACTACCTA


ID NO:


090





SEQ
probe-miR-196b
miR-196b
CCAACAACAGGAAACTACCTA


ID NO:


091





SEQ
probe-miR-197
miR-197
GCTGGGTGGAGAAGGTGGTGAA


ID NO:


092





SEQ
probe-miR-198
miR-198
CCTATCTCCCCTCTGGACC


ID NO:


093





SEQ
probe-miR-199a
miR-199a
GAACAGGTAGTCTGAACACTGGG


ID NO:


094





SEQ
probe-miR-199a*
miR-199a*
AACCAATGTGCAGACTACTGTA


ID NO:


095





SEQ
probe-miR-199b
miR-199b
GAACAGATAGTCTAAACACTGGG


ID NO:


096





SEQ
probe-miR-19a
miR-19a
TCAGTTTTGCATAGATTTGCACA


ID NO:


097





SEQ
probe-miR-19b
miR-19b
TCAGTTTTGCATGGATTTGCACA


ID NO:


098





SEQ
probe-miR-200a
miR-200a
ACATCGTTACCAGACAGTGTTA


ID NO:


099





SEQ
probe-miR-200a*
miR-200a*
TCCAGCACTGTCCGGTAAGATG


ID NO:


100





SEQ
probe-miR-200b
miR-200b
GTCATCATTACCAGGCAGTATTA


ID NO:


101





SEQ
probe-miR-200c
miR-200c
CCATCATTACCCGGCAGTATTA


ID NO:


102





SEQ
probe-miR-202
miR-202
TTTTCCCATGCCCTATACCTCT


ID NO:


103





SEQ
probe-miR-202*
miR-202*
AAAGAAGTATATGCATAGGAAA


ID NO:


104





SEQ
probe-miR-203
miR-203
CTAGTGGTCCTAAACATTTCAC


ID NO:


105





SEQ
probe-miR-204
miR-204
AGGCATAGGATGACAAAGGGAA


ID NO:


106





SEQ
probe-miR-205
miR-205
CAGACTCCGGTGGAATGAAGGA


ID NO:


107





SEQ
probe-miR-206
miR-206
CCACACACTTCCTTACATTCCA


ID NO:


108





SEQ
probe-miR-208
miR-208
ACAAGCTTTTTGCTCGTCTTAT


ID NO:


109





SEQ
probe-miR-20a
miR-20a
CTACCTGCACTATAAGCACTTTA


ID NO:


110





SEQ
probe-miR-20b
miR-20b
CTACCTGCACTATGAGCACTTTG


ID NO:


111





SEQ
probe-miR-21
miR-21
TCAACATCAGTCTGATAAGCTA


ID NO:


112





SEQ
probe-miR-210
miR-210
TCAGCCGCTGTCACACGCACAG


ID NO:


113





SEQ
probe-miR-211
miR-211
AGGCGAAGGATGACAAAGGGAA


ID NO:


114





SEQ
probe-miR-212
miR-212
GGCCGTGACTGGAGACTGTTA


ID NO:


115





SEQ
probe-miR-213
miR-213
GGTACAATCAACGGTCGATGGT


ID NO:


116





SEQ
probe-miR-214
miR-214
CTGCCTGTCTGTGCCTGCTGT


ID NO:


117





SEQ
probe-miR-215
miR-215
GTCTGTCAATTCATAGGTCAT


ID NO:


118





SEQ
probe-miR-216
miR-216
CACAGTTGCCAGCTGAGATTA


ID NO:


119





SEQ
probe-miR-217
miR-217
ATCCAATCAGTTCCTGATGCAGTA


ID NO:


120





SEQ
probe-miR-218
miR-218
ACATGGTTAGATCAAGCACAA


ID NO:


121





SEQ
probe-miR-219
miR-219
AGAATTGCGTTTGGACAATCA


ID NO:


122





SEQ
probe-miR-22
miR-22
ACAGTTCTTCAACTGGCAGCTT


ID NO:


123





SEQ
probe-miR-220
miR-220
AAAGTGTCAGATACGGTGTGG


ID NO:


124





SEQ
probe-miR-221
miR-221
GAAACCCAGCAGACAATGTAGCT


ID NO:


125





SEQ
probe-miR-222
miR-222
GAGACCCAGTAGCCAGATGTAGCT


ID NO:


126





SEQ
probe-miR-223
miR-223
GGGGTATTTGACAAACTGACA


ID NO:


127





SEQ
probe-miR-224
miR-224
TAAACGGAACCACTAGTGACTTG


ID NO:


128





SEQ
probe-miR-23a
miR-23a
GGAAATCCCTGGCAATGTGAT


ID NO:


129





SEQ
probe-miR-23b
miR-23b
GGTAATCCCTGGCAATGTGAT


ID NO:


130





SEQ
probe-miR-24
miR-24
CTGTTCCTGCTGAACTGAGCCA


ID NO:


131





SEQ
probe-miR-25
miR-25
TCAGACCGAGACAAGTGCAATG


ID NO:


132





SEQ
probe-miR-26a
miR-26a
GCCTATCCTGGATTACTTGAA


ID NO:


133





SEQ
probe-miR-26b
miR-26b
AACCTATCCTGAATTACTTGAA


ID NO:


134





SEQ
probe-miR-27a
miR-27a
GCGGAACTTAGCCACTGTGAA


ID NO:


135





SEQ
probe-miR-27b
miR-27b
GCAGAACTTAGCCACTGTGAA


ID NO:


136





SEQ
probe-miR-28
miR-28
CTCAATAGACTGTGAGCTCCTT


ID NO:


137





SEQ
probe-miR-296
miR-296
ACAGGATTGAGGGGGGGCCCT


ID NO:


138





SEQ
probe-miR-299-3p
miR-299-3p
AAGCGGTTTACCATCCCACATA


ID NO:


139





SEQ
probe-miR-299-5p
miR-299-5p
ATGTATGTGGGACGGTAAACCA


ID NO:


140





SEQ
probe-miR-29a
miR-29a
AACCGATTTCAGATGGTGCTA


ID NO:


141





SEQ
probe-miR-29b
miR-29b
AACACTGATTTCAAATGGTGCTA


ID NO:


142





SEQ
probe-miR-29c
miR-29c
ACCGATTTCAAATGGTGCTA


ID NO:


143





SEQ
probe-miR-301
miR-301
GCTTTGACAATACTATTGCACTG


ID NO:


144





SEQ
probe-miR-302a
miR-302a
TCACCAAAACATGGAAGCACTTA


ID NO:


145





SEQ
probe-miR-302a*
miR-302a*
AAAGCAAGTACATCCACGTTTA


ID NO:


146





SEQ
probe-miR-302b
miR-302b
CTACTAAAACATGGAAGCACTTA


ID NO:


147





SEQ
probe-miR-302b*
miR-302b*
AGAAAGCACTTCCATGTTAAAGT


ID NO:


148





SEQ
probe-miR-302c
miR-302c
CCACTGAAACATGGAAGCACTTA


ID NO:


149





SEQ
probe-miR-302c*
miR-302c*
CAGCAGGTACCCCCATGTTAAA


ID NO:


150





SEQ
probe-miR-302d
miR-302d
ACACTCAAACATGGAAGCACTTA


ID NO:


151





SEQ
probe-miR-30a-3p
miR-30a-3p
GCTGCAAACATCCGACTGAAAG


ID NO:


152





SEQ
probe-miR-30a-5p
miR-30a-5p
CTTCCAGTCGAGGATGTTTACA


ID NO:


153





SEQ
probe-miR-30b
miR-30b
AGCTGAGTGTAGGATGTTTACA


ID NO:


154





SEQ
probe-miR-30c
miR-30c
GCTGAGAGTGTAGGATGTTTACA


ID NO:


155





SEQ
probe-miR-30d
miR-30d
CTTCCAGTCGGGGATGTTTACA


ID NO:


156





SEQ
probe-miR-30e-3p
miR-30e-3p
GCTGTAAACATCCGACTGAAAG


ID NO:


157





SEQ
probe-miR-30e-5p
miR-30e-5p
TCCAGTCAAGGATGTTTACA


ID NO:


158





SEQ
probe-miR-31
miR-31
CAGCTATGCCAGCATCTTGCC


ID NO:


159





SEQ
probe-miR-32
miR-32
GCAACTTAGTAATGTGCAATA


ID NO:


160





SEQ
probe-miR-320
miR-320
TTCGCCCTCTCAACCCAGCTTTT


ID NO:


161





SEQ
probe-miR-323
miR-323
AGAGGTCGACCGTGTAATGTGC


ID NO:


162





SEQ
probe-miR-324-3p
miR-324-3p
CCAGCAGCACCTGGGGCAGTGG


ID NO:


163





SEQ
probe-miR-324-5p
miR-324-5p
ACACCAATGCCCTAGGGGATGCG


ID NO:


164





SEQ
probe-miR-325
miR-325
ACACTTACTGGACACCTACTAGG


ID NO:


165





SEQ
probe-miR-326
miR-326
CTGGAGGAAGGGCCCAGAGG


ID NO:


166





SEQ
probe-miR-328
miR-328
ACGGAAGGGCAGAGAGGGCCAG


ID NO:


167





SEQ
probe-miR-329
miR-329
AAAGAGGTTAACCAGGTGTGTT


ID NO:


168





SEQ
probe-miR-33
miR-33
CAATGCAACTACAATGCAC


ID NO:


169





SEQ
probe-miR-330
miR-330
TCTCTGCAGGCCGTGTGCTTTGC


ID NO:


170





SEQ
probe-miR-331
miR-331
TTCTAGGATAGGCCCAGGGGC


ID NO:


171





SEQ
probe-miR-335
miR-335
ACATTTTTCGTTATTGCTCTTGA


ID NO:


172





SEQ
probe-miR-337
miR-337
AAAGGCATCATATAGGAGCTGGA


ID NO:


173





SEQ
probe-miR-338
miR-338
TCAACAAAATCACTGATGCTGGA


ID NO:


174





SEQ
probe-miR-339
miR-339
TGAGCTCCTGGAGGACAGGGA


ID NO:


175





SEQ
probe-miR-33b
miR-33b
TGCAATGCAACAGCAATGCAC


ID NO:


176





SEQ
probe-miR-340
miR-340
GGCTATAAAGTAACTGAGACGGA


ID NO:


177





SEQ
probe-miR-342
miR-342
GACGGGTGCGATTTCTGTGTGAGA


ID NO:


178





SEQ
probe-miR-345
miR-345
GCCCTGGACTAGGAGTCAGCA


ID NO:


179





SEQ
probe-miR-346
miR-346
AGAGGCAGGCATGCGGGCAGACA


ID NO:


180





SEQ
probe-miR-34a
miR-34a
AACAACCAGCTAAGACACTGCCA


ID NO:


181





SEQ
probe-miR-34b
miR-34b
CAATCAGCTAATGACACTGCCTA


ID NO:


182





SEQ
probe-miR-34c
miR-34c
GCAATCAGCTAACTACACTGCCT


ID NO:


183





SEQ
probe-miR-361
miR-361
GTACCCCTGGAGATTCTGATAA


ID NO:


184





SEQ
probe-miR-362
miR-362
CTCACACCTAGGTTCCAAGGATT


ID NO:


185





SEQ
probe-miR-363
miR-363
TTACAGATGGATACCGTGCAAT


ID NO:


186





SEQ
probe-miR-363*
miR-363*
AAATTGCATCGTGATCCACCCG


ID NO:


187





SEQ
probe-miR-365
miR-365
ATAAGGATTTTTAGGGGCATTA


ID NO:


188





SEQ
probe-miR-367
miR-367
TCACCATTGCTAAAGTGCAATT


ID NO:


189





SEQ
probe-miR-368
miR-368
AAACGTGGAATTTCCTCTATGT


ID NO:


190





SEQ
probe-miR-369-3p
miR-369-3p
AAAGATCAACCATGTATTATT


ID NO:


191





SEQ
probe-miR-369-5p
miR-369-5p
GCGAATATAACACGGTCGATCT


ID NO:


192





SEQ
probe-miR-370
miR-370
CCAGGTTCCACCCCAGCAGGC


ID NO:


193





SEQ
probe-miR-371
miR-371
ACACTCAAAAGATGGCGGCAC


ID NO:


194





SEQ
probe-miR-372
miR-372
ACGCTCAAATGTCGCAGCACTTT


ID NO:


195





SEQ
probe-miR-373
miR-373
ACACCCCAAAATCGAAGCACTTC


ID NO:


196





SEQ
probe-miR-373*
miR-373*
GGAAAGCGCCCCCATTTTGAGT


ID NO:


197





SEQ
probe-miR-374
miR-374
CACTTATCAGGTTGTATTATAA


ID NO:


198





SEQ
probe-miR-375
miR-375
TCACGCGAGCCGAACGAACAAA


ID NO:


199





SEQ
probe-miR-376a
miR-376a
ACGTGGATTTTCCTCTATGAT


ID NO:


200





SEQ
probe-miR-376a*
miR-376a*
CTCATAGAAGGAGAATCTACC


ID NO:


201





SEQ
probe-miR-376b
miR-376b
AACATGGATTTTCCTCTATGAT


ID NO:


202





SEQ
probe-miR-377
miR-377
ACAAAAGTTGCCTTTGTGTGAT


ID NO:


203





SEQ
probe-miR-378
miR-378
ACACAGGACCTGGAGTCAGGAG


ID NO:


204





SEQ
probe-miR-379
miR-379
TACGTTCCATAGTCTACCA


ID NO:


205





SEQ
probe-miR-380-3p
miR-380-3p
AAGATGTGGACCATATTACATA


ID NO:


206





SEQ
probe-miR-380-5p
miR-380-5p
GCGCATGTTCTATGGTCAACCA


ID NO:


207





SEQ
probe-miR-381
miR-381
ACAGAGAGCTTGCCCTTGTATA


ID NO:


208





SEQ
probe-miR-382
miR-382
CGAATCCACCACGAACAACTTC


ID NO:


209





SEQ
probe-miR-383
miR-383
AGCCACAATCACCTTCTGATCT


ID NO:


210





SEQ
probe-miR-384
miR-384
TATGAACAATTTCTAGGAAT


ID NO:


211





SEQ
probe-miR-409-3p
miR-409-3p
AGGGGTTCACCGAGCAACATTCG


ID


NO: 212





SEQ
probe-miR-409-5p
miR-409-5p
TGCAAAGTTGCTCGGGTAACCT


ID


NO: 213





SEQ
probe-miR-410
miR-410
AACAGGCCATCTGTGTTATATT


ID


NO: 214





SEQ
probe-miR-411
miR-411
CGTACGCTATACGGTCTACTA


ID NO:


215





SEQ
probe-miR-412
miR-412
ACGGCTAGTGGACCAGGTGAAGT


ID NO:


216





SEQ
probe-miR-421
miR-421
GCGCCCAATTAATGTCTGTTGAT


ID NO:


217





SEQ
probe-miR-422a
miR-422a
GGCCTTCTGACCCTAAGTCCAG


ID NO:


218





SEQ
probe-miR-422b
miR-422b
GGCCTTCTGACTCCAAGTCCAG


ID NO:


219





SEQ
probe-miR-423
miR-423
CTGAGGGGCCTCAGACCGAGCT


ID NO:


220





SEQ
probe-miR-424
miR-424
TTCAAAACATGAATTGCTGCTG


ID NO:


221





SEQ
probe-miR-425
miR-425
GGCGGACACGACATTCCCGAT


ID NO:


222





SEQ
probe-miR-425-5p
miR-425-5p
TCAACGGGAGTGATCGTGTCATT


ID NO:


223





SEQ
probe-miR-429
miR-429
ACGGTTTTACCAGACAGTATTA


ID NO:


224





SEQ
probe-miR-431
miR-431
TGCATGACGGCCTGCAAGACA


ID NO:


225





SEQ
probe-miR-432
miR-432
CCACCCAATGACCTACTCCAAGA


ID NO:


226





SEQ
probe-miR-432*
miR-432*
AGACATGGAGGAGCCATCCAG


ID NO:


227





SEQ
probe-miR-433
miR-433
ACACCGAGGAGCCCATCATGAT


ID NO:


228





SEQ
probe-miR-448
miR-448
ATGGGACATCCTACATATGCAA


ID NO:


229





SEQ
probe-miR-449
miR-449
ACCAGCTAACAATACACTGCCA


ID NO:


230





SEQ
probe-miR-450
miR-450
TATTAGGAACACATCGCAAAAA


ID NO:


231





SEQ
probe-miR-451
miR-451
AAACTCAGTAATGGTAACGGTTT


ID NO:


232





SEQ
probe-miR-452
miR-452
GTCTCAGTTTCCTCTGCAAACA


ID NO:


233





SEQ
probe-miR-452*
miR-452*
CTTCTTTGCAGATGAGACTGA


ID NO:


234





SEQ
probe-miR-453
miR-453
CGAACTCACCACGGACAACCTC


ID NO:


235





SEQ
probe-miR-455
miR-455
CGATGTAGTCCAAAGGCACATA


ID NO:


236





SEQ
probe-miR-483
miR-483
AGAAGACGGGAGGAGAGGAGTGA


ID NO:


237





SEQ
probe-miR-484
miR-484
ATCGGGAGGGGACTGAGCCTGA


ID NO:


238





SEQ
probe-miR-485-3p
miR-485-3p
AGAGGAGAGCCGTGTATGAC


ID NO:


239





SEQ
probe-miR-485-5p
miR-485-5p
GAATTCATCACGGCCAGCCTCT


ID NO:


240





SEQ
probe-miR-486
miR-486
CTCGGGGCAGCTCAGTACAGGA


ID NO:


241





SEQ
probe-miR-487a
miR-487a
AACTGGATGTCCCTGTATGATT


ID NO:


242





SEQ
probe-miR-487b
miR-487b
AAGTGGATGACCCTGTACGATT


ID NO:


243





SEQ
probe-miR-488
miR-488
TTGAGAGTGCCATTATCTGGG


ID NO:


244





SEQ
probe-miR-489
miR-489
GCTGCCGTATATGTGATGTCACT


ID NO:


245





SEQ
probe-miR-490
miR-490
CAGCATGGAGTCCTCCAGGTTG


ID NO:


246





SEQ
probe-miR-491
miR-491
TCCTCATGGAAGGGTTCCCCACT


ID NO:


247





SEQ
probe-miR-492
miR-492
AAGAATCTTGTCCCGCAGGTCCT


ID NO:


248





SEQ
probe-miR-493
miR-493
AATGAAAGCCTACCATGTACAA


ID NO:


249





SEQ
probe-miR-493-3p
miR-493-3p
CTGGCACACAGTAGACCTTCA


ID NO:


250





SEQ
probe-miR-494
miR-494
AAGAGGTTTCCCGTGTATGTTTCA


ID NO:


251





SEQ
probe-miR-495
miR-495
AAAGAAGTGCACCATGTTTGTTT


ID NO:


252





SEQ
probe-miR-496
miR-496
GAGATTGGCCATGTAAT


ID NO:


253





SEQ
probe-miR-497
miR-497
ACAAACCACAGTGTGCTGCTG


ID NO:


254





SEQ
probe-miR-498
miR-498
GAAAAACGCCCCCTGGCTTGAAA


ID NO:


255





SEQ
probe-miR-499
miR-499
TTAAACATCACTGCAAGTCTTAA


ID NO:


256





SEQ
probe-miR-500
miR-500
CAGAATCCTTGCCCAGGTGCAT


ID NO:


257





SEQ
probe-miR-501
miR-501
TCTCACCCAGGGACAAAGGATT


ID NO:


258





SEQ
probe-miR-502
miR-502
TAGCACCCAGATAGCAAGGAT


ID NO:


259





SEQ
probe-miR-503
miR-503
CTGCAGAACTGTTCCCGCTGCTA


ID NO:


260





SEQ
probe-miR-504
miR-504
ATAGAGTGCAGACCAGGGTCT


ID NO:


261





SEQ
probe-miR-505
miR-505
GAGGAAACCAGCAAGTGTTGAC


ID NO:


262





SEQ
probe-miR-506
miR-506
TCTACTCAGAAGGGTGCCTTA


ID NO:


263





SEQ
probe-miR-507
miR-507
TTCACTCCAAAAGGTGCAAAA


ID NO:


264





SEQ
probe-miR-508
miR-508
TCTACTCCAAAAGGCTACAATCA


ID NO:


265





SEQ
probe-miR-509
miR-509
TCTACCCACAGACGTACCAATCA


ID NO:


266





SEQ
probe-miR-510
miR-510
TGTGATTGCCACTCTCCTGAGTA


ID NO:


267





SEQ
probe-miR-511
miR-511
TGACTGCAGAGCAAAAGACAC


ID NO:


268





SEQ
probe-miR-512-3p
miR-512-3p
GACCTCAGCTATGACAGCACTT


ID NO:


269





SEQ
probe-miR-512-5p
miR-512-5p
GAAAGTGCCCTCAAGGCTGAGTG


ID NO:


270





SEQ
probe-miR-513
miR-513
ATAAATGACACCTCCCTGTGAA


ID NO:


271





SEQ
probe-miR-514
miR-514
CTACTCACAGAAGTGTCAAT


ID NO:


272





SEQ
probe-miR-515-3p
miR-515-3p
ACGCTCCAAAAGAAGGCACTC


ID NO:


273





SEQ
probe-miR-515-5p
miR-515-5p
CAGAAAGTGCTTTCTTTTGGAGAA


ID NO:


274





SEQ
probe-miR-516-3p
miR-516-3p
ACCCTCTGAAAGGAAGCA


ID NO:


275





SEQ
probe-miR-516-5p
miR-516-5p
AAAGTGCTTCTTACCTCCAGAT


ID NO:


276





SEQ
probe-miR-517*
miR-517*
AGACAGTGCTTCCATCTAGAGG


ID NO:


277





SEQ
probe-miR-517a
miR-517a
AACACTCTAAAGGGATGCACGAT


ID NO:


278





SEQ
probe-miR-517b
miR-517b
AACACTCTAAAGGGATGCACGA


ID NO:


279





SEQ
probe-miR-517c
miR-517c
ACACTCTAAAAGGATGCACGAT


ID NO:


280





SEQ
probe-miR-518a
miR-518a
TCCAGCAAAGGGAAGCGCTTT


ID NO:


281





SEQ
probe-miR-518a-2*
miR-518a-2*
AAAGGGCTTCCCTTTGCAGA


ID NO:


282





SEQ
probe-miR-518b
miR-518b
ACCTCTAAAGGGGAGCGCTTTG


ID NO:


283





SEQ
probe-miR-518c
miR-518c
CACTCTAAAGAGAAGCGCTTTG


ID NO:


284





SEQ
probe-miR-518c*
miR-518c*
CAGAAAGTGCTTCCCTCCAGAGA


ID NO:


285





SEQ
probe-miR-518d
miR-518d
GCTCCAAAGGGAAGCGCTTTG


ID NO:


286





SEQ
probe-miR-518e
miR-518e
ACACTCTGAAGGGAAGCGCTTT


ID NO:


287





SEQ
probe-miR-518f
miR-518f
TCCTCTAAAGAGAAGCGCTTT


ID NO:


288





SEQ
probe-miR-518f*
miR-518f*
AGAGAAAGTGCTTCCCTCTAGAG


ID NO:


289





SEQ
probe-miR-519a
miR-519a
GTAACACTCTAAAAGGATGCACTTT


ID NO:


290





SEQ
probe-miR-519b
miR-519b
AAACCTCTAAAAGGATGCACTTT


ID NO:


291





SEQ
probe-miR-519c
miR-519c
ATCCTCTAAAAAGATGCACTTT


ID NO:


292





SEQ
probe-miR-519d
miR-519d
ACACTCTAAAGGGAGGCACTTTG


ID NO:


293





SEQ
probe-miR-519e
miR-519e
ACACTCTAAAAGGAGGCACTTT


ID NO:


294





SEQ
probe-miR-519e*
miR-519e*
GAAAGTGCTCCCTTTTGGAGAA


ID NO:


295





SEQ
probe-miR-520a
miR-520a
ACAGTCCAAAGGGAAGCACTTT


ID NO:


296





SEQ
probe-miR-520a*
miR-520a*
AGAAAGTACTTCCCTCTGGAG


ID NO:


297





SEQ
probe-miR-520b
miR-520b
CCCTCTAAAAGGAAGCACTTT


ID NO:


298





SEQ
probe-miR-520c
miR-520c
AACCCTCTAAAAGGAAGCACTTT


ID NO:


299





SEQ
probe-miR-520d
miR-520d
AACCCACCAAAGAGAAGCACTTT


ID NO:


300





SEQ
probe-miR-520d*
miR-520d*
CAGAAAGGGCTTCCCTTTGTAGA


ID NO:


301





SEQ
probe-miR-520e
miR-520e
CCCTCAAAAAGGAAGCACTTT


ID NO:


302





SEQ
probe-miR-520f
miR-520f
AACCCTCTAAAAGGAAGCACTT


ID NO:


303





SEQ
probe-miR-520g
miR-520g
ACACTCTAAAGGGAAGCACTTTGT


ID NO:


304





SEQ
probe-miR-520h
miR-520h
ACTCTAAAGGGAAGCACTTTGT


ID NO:


305





SEQ
probe-miR-521
miR-521
ACACTCTAAAGGGAAGTGCGTT


ID NO:


306





SEQ
probe-miR-522
miR-522
AACACTCTAAAGGGAACCATTTT


ID NO:


307





SEQ
probe-miR-523
miR-523
CCCTCTATAGGGAAGCGCGTT


ID NO:


308





SEQ
probe-miR-524
miR-524
ACTCCAAAGGGAAGCGCCTTC


ID NO:


309





SEQ
probe-miR-524*
miR-524*
GAGAAAGTGCTTCCCTTTGTAG


ID NO:


310





SEQ
probe-miR-525
miR-525
AGAAAGTGCATCCCTCTGGAG


ID NO:


311





SEQ
probe-miR-525*
miR-525*
GCTCTAAAGGGAAGCGCCTTC


ID NO:


312





SEQ
probe-miR-526a
miR-526a
AGAAAGTGCTTCCCTCTAGAG


ID NO:


313





SEQ
probe-miR-526b
miR-526b
AACAGAAAGTGCTTCCCTCAAGAG


ID NO:


314





SEQ
probe-miR-526b*
miR-526b*
GCCTCTAAAAGGAAGCACTTT


ID NO:


315





SEQ
probe-miR-526c
miR-526c
AACAGAAAGCGCTTCCCTCTAGAG


ID NO:


316





SEQ
probe-miR-527
miR-527
AGAAAGGGCTTCCCTTTGCAG


ID NO:


317





SEQ
probe-miR-532
miR-532
ACGGTCCTACACTCAAGGCATG


ID NO:


318





SEQ
probe-miR-542-3p
miR-542-3p
TTTCAGTTATCAATCTGTCACA


ID NO:


319





SEQ
probe-miR-542-5p
miR-542-5p
CTCGTGACATGATGATCCCCGA


ID NO:


320





SEQ
probe-miR-544
miR-544
ACTTGCTAAAAATGCAGAAT


ID NO:


321





SEQ
probe-miR-545
miR-545
CACACAATAAATGTTTGCTGAT


ID NO:


322





SEQ
probe-miR-548a
miR-548a
GCAAAAGTAATTGCCAGTTTTG


ID NO:


323





SEQ
probe-miR-548b
miR-548b
ACAAAAGCAACTGAGGTTCTTG


ID NO:


324





SEQ
probe-miR-548c
miR-548c
GCAAAAGTAATTGAGATTTTTG


ID NO:


325





SEQ
probe-miR-548d
miR-548d
GCAAAAGAAACTGTGGTTTTTG


ID NO:


326





SEQ
probe-miR-549
miR-549
AGAGCTCATCCATAGTTGTCA


ID NO:


327





SEQ
probe-miR-550
miR-550
ATGTGCCTGAGGGAGTAAGACA


ID NO:


328





SEQ
probe-miR-551a
miR-551a
TGGAAACCAAGAGTGGGTCGC


ID NO:


329





SEQ
probe-miR-552
miR-552
TTGTCTAACCAGTCACCTGTT


ID NO:


330





SEQ
probe-miR-553
miR-553
AAAACAAAATCTCACCGTTTT


ID NO:


331





SEQ
probe-miR-554
miR-554
ACTGGCTGAGTCAGGACTAGC


ID NO:


332





SEQ
probe-miR-555
miR-555
ATCAGAGGTTCAGCTTACCCT


ID NO:


333





SEQ
probe-miR-556
miR-556
CATATTACAATGAGCTCATC


ID NO:


334





SEQ
probe-miR-557
miR-557
AGACAAGGCCCACCCGTGCAAAC


ID NO:


335





SEQ
probe-miR-558
miR-558
ATTTTGGTACAGCAGCTCA


ID NO:


336





SEQ
probe-miR-559
miR-559
TTTTGGTGCATATTTACTTTA


ID NO:


337





SEQ
probe-miR-560
miR-560
GGCGGCCGGCCGGCGCACGC


ID NO:


338





SEQ
probe-miR-561
miR-561
ACTTCAAGGATCTTAAACTTTG


ID NO:


339





SEQ
probe-miR-562
miR-562
GCAAATGGTACAGCTACTTT


ID NO:


340





SEQ
probe-miR-563
miR-563
GGGAAACGTATGTCAACCT


ID NO:


341





SEQ
probe-miR-564
miR-564
GCCTGCTGACACCGTGCCT


ID NO:


342





SEQ
probe-miR-565
miR-565
AAACAGACATCGCGAGCCAGCC


ID NO:


343





SEQ
probe-miR-566
miR-566
GTTGGGATCACAGGCGCCC


ID NO:


344





SEQ
probe-miR-567
miR-567
GTTCTGTCCTGGAAGAACATACT


ID NO:


345





SEQ
probe-miR-568
miR-568
GTGTGTATACATTTATACAT


ID NO:


346





SEQ
probe-miR-569
miR-569
ACTTTCCAGGATTCATTAACT


ID NO:


347





SEQ
probe-miR-570
miR-570
TGCAAAGGTAATTGCTGTTTTC


ID NO:


348





SEQ
probe-miR-571
miR-571
CTCACTCAGATGGCCAACTCA


ID NO:


349





SEQ
probe-miR-572
miR-572
TGGGCCACCGCCGAGCGGAC


ID NO:


350





SEQ
probe-miR-573
miR-573
CTGATCAGTTACACATCACTTCAG


ID NO:


351





SEQ
probe-miR-574
miR-574
GTGGGTGTGTGCATGAGCGTG


ID NO:


352





SEQ
probe-miR-575
miR-575
GCTCCTGTCCAACTGGCTC


ID NO:


353





SEQ
probe-miR-576
miR-576
CAAAGACGTGGAGAAATTAGAAT


ID NO:


354





SEQ
probe-miR-577
miR-577
CAGGTACCAATATTTTATCTA


ID NO:


355





SEQ
probe-miR-578
miR-578
ACAATCCTAGAGCACAAGAAG


ID NO:


356





SEQ
probe-miR-579
miR-579
ATCGCGGTTTATACCAAATGAAT


ID NO:


357





SEQ
probe-miR-580
miR-580
CCTAATGATTCATCATTCTCAA


ID NO:


358





SEQ
probe-miR-581
miR-581
ACTGATCTAGAGAACACAAGA


ID NO:


359





SEQ
probe-miR-582
miR-582
AGTAACTGGTTGAACAACTGTAA


ID NO:


360





SEQ
probe-miR-583
miR-583
GTAATGGGACCTTCCTCTTTG


ID NO:


361





SEQ
probe-miR-584
miR-584
CTCAGTCCCAGGCAAACCATAA


ID NO:


362





SEQ
probe-miR-585
miR-585
TAGCATACAGATACGCCCA


ID NO:


363





SEQ
probe-miR-586
miR-586
GGACCTAAAAATACAATGCATA


ID NO:


364





SEQ
probe-miR-587
miR-587
GTGACTCATCACCTATGGAAA


ID NO:


365





SEQ
probe-miR-588
miR-588
GTTCTAACCCATTGTGGCCAA


ID NO:


366





SEQ
probe-miR-589
miR-589
TCTGGGAACCGGCATTTGTTCTGA


ID NO:


367





SEQ
probe-miR-590
miR-590
CTGCACTTTTATGAATAAGCTC


ID NO:


368





SEQ
probe-miR-591
miR-591
ACAATGAGAACCCATGGTCT


ID NO:


369





SEQ
probe-miR-592
miR-592
ACATCATCGCATATTGACACAA


ID NO:


370





SEQ
probe-miR-593
miR-593
GCTGAGCAATGCCTGGCTGGTGCCT


ID NO:


371





SEQ
probe-miR-594
miR-594
AAAGTCACAGGCCACCCCAGATGGG


ID NO:


372





SEQ
probe-miR-595
miR-595
AGACACACCACGGCACACTTC


ID NO:


373





SEQ
probe-miR-596
miR-596
CCCGAGGAGCCGGGCAGGCTT


ID NO:


374





SEQ
probe-miR-597
miR-597
ACAGTGGTCATCGAGTGACACA


ID NO:


375





SEQ
probe-miR-598
miR-598
TGACGATGACAACGATGACGTA


ID NO:


376





SEQ
probe-miR-599
miR-599
GTTTGATAAACTGACACAAC


ID NO:


377





SEQ
probe-miR-600
miR-600
GAGCAAGGCTCTTGTCTGTAAGT


ID NO:


378





SEQ
probe-miR-601
miR-601
CTCCTCCAACAATCCTAGACCA


ID NO:


379





SEQ
probe-miR-602
miR-602
GGGCCGCAGCTGTCGCCCGTGTC


ID NO:


380





SEQ
probe-miR-603
miR-603
GCAAAAGTAATTGCAGTGTGTG


ID NO:


381





SEQ
probe-miR-604
miR-604
GTCCTGAATTCCGCAGCCT


ID NO:


382





SEQ
probe-miR-605
miR-605
AGGAGAAGGCACCATGGGATTTA


ID NO:


383





SEQ
probe-miR-606
miR-606
ATCTTTGATTTTCAGTAGTTT


ID NO:


384





SEQ
probe-miR-607
miR-607
GTTATAGATCTGGATTTGAAC


ID NO:


385





SEQ
probe-miR-608
miR-608
ACGGAGCTGTCCCAACACCACCCCT


ID NO:


386





SEQ
probe-miR-609
miR-609
AGAGATGAGAGAAACACCCT


ID NO:


387





SEQ
probe-miR-610
miR-610
TCCCAGCACACATTTAGCTCA


ID NO:


388





SEQ
probe-miR-611
miR-611
GTCAGACCCCGAGGGGTCCTCGC


ID NO:


389





SEQ
probe-miR-612
miR-612
AAGGAGCTCAGAAGCCCTGCCCAGC


ID NO:


390





SEQ
probe-miR-613
miR-613
GGCAAAGAAGGAACATTCCT


ID NO:


391





SEQ
probe-miR-614
miR-614
CCACCTGGCAAGAACAGGCGTTC


ID NO:


392





SEQ
probe-miR-615
miR-615
AGAGGGAGACCCAGGCTCGGA


ID NO:


393





SEQ
probe-miR-616
miR-616
AAGTCACTGAAGGGTTTTGAGT


ID NO:


394





SEQ
probe-miR-617
miR-617
GCCACCTTCAAATGGGAAGTCT


ID NO:


395





SEQ
probe-miR-618
miR-618
ACTCAGAAGGACAAGTAGAGTTT


ID NO:


396





SEQ
probe-miR-619
miR-619
ACTGGGCACAAACATGTCCAGGTC


ID NO:


397





SEQ
probe-miR-620
miR-620
ATTTCTATATCTATCTCCAT


ID NO:


398





SEQ
probe-miR-621
miR-621
AGGTAAGCGCTGTTGCTAGCC


ID NO:


399





SEQ
probe-miR-622
miR-622
GCTCCAACCTCAGCAGACTGT


ID NO:


400





SEQ
probe-miR-623
miR-623
ACCCAACAGCCCCTGCAAGGGAT


ID NO:


401





SEQ
probe-miR-624
miR-624
TGAACACAAGGTACTGGTACTA


ID NO:


402





SEQ
probe-miR-625
miR-625
AGGACTATAGAACTTTCCCCCT


ID NO:


403





SEQ
probe-miR-626
miR-626
AAGACATTTTCAGACAGCT


ID NO:


404





SEQ
probe-miR-627
miR-627
TCCTCTTTTCTTAGAGACTCAC


ID NO:


405





SEQ
probe-miR-628
miR-628
CGACTGCCACTCTTACTAGA


ID NO:


406





SEQ
probe-miR-629
miR-629
GCTGGGCTTACGTTGGGAGAAC


ID NO:


407





SEQ
probe-miR-630
miR-630
ACCTTCCCTGGTACAGAATACT


ID NO:


408





SEQ
probe-miR-631
miR-631
GCTGAGGTCTGGGCCAGGTCT


ID NO:


409





SEQ
probe-miR-632
miR-632
TCCCACAGGAAGCAGACAC


ID NO:


410





SEQ
probe-miR-633
miR-633
TTTATTGTGGTAGATACTATTAG


ID NO:


411





SEQ
probe-miR-634
miR-634
GTCCAAAGTTGGGGTGCTGGTT


ID NO:


412





SEQ
probe-miR-635
miR-635
GGACATTGTTTCAGTGCCCAAGT


ID NO:


413





SEQ
probe-miR-636
miR-636
CTGCGGGCGGGACGAGCAAGCACA


ID NO:


414





SEQ
probe-miR-637
miR-637
ACGCAGAGCCCGAAAGCCCCCAGT


ID NO:


415





SEQ
probe-miR-638
miR-638
AGGCCGCCACCCGCCCGCGATCCCT


ID NO:


416





SEQ
probe-miR-639
miR-639
ACAGCGCTCGCAACCGCAGCGAT


ID NO:


417





SEQ
probe-miR-640
miR-640
AGAGGCAGGTTCCTGGATCAT


ID NO:


418





SEQ
probe-miR-641
miR-641
GAGGTGACTCTATCCTATGTCTTT


ID NO:


419





SEQ
probe-miR-642
miR-642
CAAGACACATTTGGAGAGGGAC


ID NO:


420





SEQ
probe-miR-643
miR-643
CTACCTGAGCTAGCATACAAGT


ID NO:


421





SEQ
probe-miR-644
miR-644
GCTCTAAGAAAGCCACACT


ID NO:


422





SEQ
probe-miR-645
miR-645
TCAGCAGTACCAGCCTAGA


ID NO:


423





SEQ
probe-miR-646
miR-646
GCCTCAGAGGCAGCTGCTT


ID NO:


424





SEQ
probe-miR-647
miR-647
GAAGGAAGTGAGTGCAGCCAC


ID NO:


425





SEQ
probe-miR-648
miR-648
ACCAGTGCCCTGCACACTT


ID NO:


426





SEQ
probe-miR-649
miR-649
GACTCTTGAACAACACAGGTTT


ID NO:


427





SEQ
probe-miR-650
miR-650
GTCCTGAGAGCGCTGCCTCCT


ID NO:


428





SEQ
probe-miR-651
miR-651
CAAAAGTCAAGCTTATCCTAAA


ID NO:


429





SEQ
probe-miR-652
miR-652
TGCACAACCCTAGTGGCGCCATT


ID NO:


430





SEQ
probe-miR-653
miR-653
GTTCAGTAGAGATTGTTTCAA


ID NO:


431





SEQ
probe-miR-654
miR-654
GCACATGTTCTGCGGCCCACCA


ID NO:


432





SEQ
probe-miR-655
miR-655
AAAGAGGTTAACCATGTATTAT


ID NO:


433





SEQ
probe-miR-656
miR-656
AGAGGTTGACTGTATAATATT


ID NO:


434





SEQ
probe-miR-657
miR-657
CCTAGAGAGGGTGAGAACCTGCC


ID NO:


435





SEQ
probe-miR-658
miR-658
ACCAACGGACCTACTTCCCTCCGCC


ID NO:


436





SEQ
probe-miR-659
miR-659
TGGGGACCCTCCCTGAACCAAG


ID NO:


437





SEQ
probe-miR-660
miR-660
CAACTCCGATATGCAATGGGTA


ID NO:


438





SEQ
probe-miR-661
miR-661
ACGCGCAGGCCAGAGACCCAGGCA


ID NO:


439





SEQ
probe-miR-662
miR-662
CTGCTGGGCCACAACGTGGGA


ID NO:


440





SEQ
probe-miR-663
miR-663
GCGGTCCCGCGGCGCCCCGCCT


ID NO:


441





SEQ
probe-miR-7
miR-7
CAACAAAATCACTAGTCTTCCA


ID NO:


442





SEQ
probe-miR-9
miR-9
TCATACAGCTAGATAACCAAAGA


ID NO:


443





SEQ
probe-miR-9*
miR-9*
ACTTTCGGTTATCTAGCTTTA


ID NO:


444





SEQ
probe-miR-92
miR-92
CAGGCCGGGACAAGTGCAATA


ID NO:


445





SEQ
probe-miR-93
miR-93
CTACCTGCACGAACAGCACTTT


ID NO:


446





SEQ
probe-miR-95
miR-95
TGCTCAATAAATACCCGTTGAA


ID NO:


447





SEQ
probe-miR-96
miR-96
GCAAAAATGTGCTAGTGCCAAA


ID NO:


448





SEQ
probe-miR-98
miR-98
AACAATACAACTTACTACCTCA


ID NO:


449





SEQ
probe-miR-99a
miR-99a
CACAAGATCGGATCTACGGGTT


ID NO:


450





SEQ
probe-miR-99b
miR-99b
CGCAAGGTCGGTTCTACGGGTG


ID NO:


451









Specifically, among the above-mentioned combinations, methods, kits or biochips, the said evaluation of the physiological and/or pathological condition of a subject is to determine the physiological and/or pathological condition of the subject after being administrated a test sample, which is specifically useful for screening the test sample for the activities on the prevention and/or treatment of diseases; the said evaluation of the physiological and/or pathological condition of a subject is to diagnose and/or differentially diagnose the diseases of the subject; the said evaluation of the physiological and/or pathological condition of a subject is to evaluate the effectiveness of the treatment on the diseases of the subject; the said evaluation of the physiological and/or pathological condition of a subject is to predict the disease occurrence of the subject, which is specifically the occurrence of complications and/or the relapse of malignant diseases; the above-mentioned combinations, methods, kits or biochips can also be useful for detecting the subject for prohibited drugs-taking.


The above-mentioned diseases include a variety of tumors; various acute/chronic infectious diseases, e.g. viral diseases such as viral influenza, viral hepatitis, AIDS, SARS, bacterial diseases such as tuberculosis, bacterial pneumonia, and other acute/chronic infectious diseases caused by various pathogenic microorganisms; other acute/chronic diseases such as diseases of respiratory system, diseases of immune system, diseases of blood and hematopoietic system, diseases of circulatory system such as cardio-cerebrovascular diseases, metabolic diseases of endocrine system, diseases of digestive system, diseases of nervous system, diseases of urinary, diseases of reproductive system and diseases of locomotor system.


The above-mentioned serum/plasma derives from the living bodies, tissues, organs and/or corpuses of the subject.


The problems to be solved by the present invention include: (1) analyzing and identifying the microRNA molecules and their stability in serum/plasma of a variety of animals such as human, mice and rats; (2) studying the specificity changes of microRNAs in serum/plasma during the course of various clinical diseases including a variety of tumors; various acute/chronic infectious diseases, e.g. viral diseases such as viral influenza, viral hepatitis, AIDS, SARS, bacterial diseases such as tuberculosis, bacterial pneumonia, and other acute/chronic infectious diseases caused by various pathogenic microorganisms; other acute/chronic diseases such as diseases of respiratory system, diseases of immune system, diseases of blood and hematopoietic system, diseases of circulatory system such as cardio-cerebrovascular diseases, metabolic diseases of endocrine system, diseases of digestive system, diseases of nervous system, diseases of urinary system, diseases of reproductive system and diseases of locomotor system; (3) detecting the respective changes of microRNAs in serum/plasma for different diseases through biochip and sequencing technology for microRNAs in serum/plasma; (4) screening a kind of microRNA molecules in serum/plasma which have relatively greater differential expression during the course of diseases and normal physiological conditions to develop detection technologies for serum/plasma microRNAs, and then preparing biochips and diagnostic kits useful for disease diagnosis etc.


Specifically, the present invention analyzes and identifies the existence of microRNA molecules in serum/plasma of various animals such as human, mice and rats through the methods of RT-PCR, Real-time PCR, Northern blotting, RNase protection assay, Solexa sequencing technology and biochip. The stability of microRNAs in serum/plasma is studied by comparing the changes of microRNAs by the effect of DNase and RNase. The existence of serum/plasma microRNAs molecules and the correctness of their sequences are further verified through sequencing and comparing the PCR products of serum/plasma microRNAs.


The detailed preparation and analysis for serum/plasma microRNAs are as follows:


RT-PCR method: collecting serum/plasma samples; conducting reverse transcription reaction on serum/plasma samples to prepare cDNA samples, or extracting total RNA of serum/plasma with Trizol reagent and then conducting reverse transcription reaction so as to prepare cDNA samples; designing a primer through mature microRNAs so as to conduct PCR reaction; carrying out agarose gel electrophoresis with the products of PCR; and observing and taking photographs for the results under ultraviolet lamp after EB staining


Real-time PCR method: collecting serum/plasma samples; conducting reverse transcription reaction on serum/plasma samples to prepare cDNA samples, or extracting total RNA of serum/plasma with Trizol reagent and then conducting reverse transcription reaction so as to prepare cDNA samples; designing a primer of PCR through mature microRNAs and adding a fluorescent probe EVA GREEN so as to carry out PCR reaction; analyzing and processing the data and then comparing the results.


Northern blotting method: collecting serum/plasma samples; extracting total RNA of serum/plasma with Trizol reagent; conducting denaturing PAGE-electrophoresis and membrane transferring experiment; preparing isotope-labeled microRNA probes; conducting membrane hybridization reaction; detecting the isotope signal for results such as using phosphor-screen scanning technology.


RNase protection assay: firstly synthesizing an antisense RNA probe, labelling it with isotopes and purifying it; collecting serum/plasma samples and extracting RNA; dissolving the extracted DNA in a hybrid buffer and then adding an antisense RNA probe so as to conduct hybridization reaction; adding a RNase digestion solution to irritate reaction; subjecting the resultant material to electrophoresis and radioautography; and analyzing the results.


Solexa sequencing technology: collecting serum/plasma samples; extracting total RNA of serum/plasma with Trizol reagent; conducting PAGE-electrophoresis to recover RNA molecules of 17-27 nt; enzyme-linking adaptor prime to the 3′ and 5′ end of small RNA molecules respectively; conducting RT-PCR reaction prior to sequencing; and analyzing and processing the data.


Biochip method: arraying a library of all over 500 mature microRNAs to prepare biochips; collecting serum/plasma samples; extracting total RNA of serum/plasma; separating microRNAs by column separation; fluorescently-labelling microRNAs by use of T4 RNA ligase; conducting hybridization reaction with a biochip; and detecting and analyzing the data.


The change trend and change volume of serum/plasma microRNAs during various diseases and their relevancy with various diseases are analyzed through the above-mentioned technologies of RT-PCR, Real-time PCR, Northern blotting, RNase protection assay, Solexa sequencing technology, Biochip, etc. Among others, what to do firstly is to detect and analyze the changes of let-7a, let-7b, let-7c, let-7d, let-7e, let-7f, let-7g, let-7i, miR-1, miR-100, miR-101, miR-103, miR-105, miR-106a, miR-106b, miR-107, miR-10a, miR-10b, miR-122a, miR-124a, miR-125a, miR-125b, miR-126, miR-126*, miR-127, miR-128a, miR-128b, miR-129, miR-130a, miR-130b, miR-132, miR-133a, miR-133b, miR-134, miR-135a, miR-135b, miR-136, miR-137, miR-138, miR-139, miR-140, miR-141, miR-142-3p, miR-142-5p, miR-143, miR-144, miR-145, miR-146a, miR-146b, miR-147, miR-148a, miR-148b, miR-149, miR-150, miR-151, miR-152, miR-153, miR-154, miR-154*, miR-155, miR-15a, miR-15b, miR-16, miR-17-3p, miR-17-5p, miR-181a, miR-181b, miR-181c, miR-181d, miR-182, miR-182*, miR-183, miR-184, miR-185, miR-186, miR-187, miR-188, miR-189, miR-18a, miR-18a*, miR-18b, miR-190, miR-191, miR-191*, miR-192, miR-193a, miR-193b, miR-194, miR-195, miR-196a, miR-196b, miR-197, miR-198, miR-199a, miR-199a*, miR-199b, miR-19a, miR-19b, miR-200a, miR-200a*, miR-200b, miR-200c, miR-202, miR-202*, miR-203, miR-204, miR-205, miR-206, miR-208, miR-20a, miR-20b, miR-21, miR-210, miR-211, miR-212, miR-213, miR-214, miR-215, miR-216, miR-217, miR-218, miR-219, miR-22, miR-220, miR-221, miR-222, miR-223, miR-224, miR-23a, miR-23b, miR-24, miR-25, miR-26a, miR-26b, miR-27a, miR-27b, miR-28, miR-296, miR-299-3p, miR-299-5p, miR-29a, miR-29b, miR-29c, miR-301, miR-302a, miR-302a*, miR-302b, miR-302b*, miR-302c, miR-302c*, miR-302d, miR-30a-3p, miR-30a-5p, miR-30b, miR-30c, miR-30d, miR-30e-3p, miR-30e-5p, miR-31, miR-32, miR-320, miR-323, miR-324-3p, miR-324-5p, miR-325, miR-326, miR-328, miR-329, miR-33, miR-330, miR-331, miR-335, miR-337, miR-338, miR-339, miR-33b, miR-340, miR-342, miR-345, miR-346, miR-34a, miR-34b, miR-34c, miR-361, miR-362, miR-363, miR-363*, miR-365, miR-367, miR-368, miR-369-3p, miR-369-5p, miR-370, miR-371, miR-372, miR-373, miR-373*, miR-374, miR-375, miR-376a, miR-376a*, miR-376b, miR-377, miR-378, miR-379, miR-380-3p, miR-380-5p, miR-381, miR-382, miR-383, miR-384, miR-409-3p, miR-409-5p, miR-410, miR-411, miR-412, miR-421, miR-422a, miR-422b, miR-423, miR-424, miR-425, miR-425-5p, miR-429, miR-431, miR-432, miR-432*, miR-433, miR-448, miR-449, miR-450, miR-451, miR-452, miR-452*, miR-453, miR-455, miR-483, miR-484, miR-485-3p, miR-485-5p, miR-486, miR-487a, miR-487b, miR-488, miR-489, miR-490, miR-491, miR-492, miR-493, miR-493-3p, miR-494, miR-495, miR-496, miR-497, miR-498, miR-499, miR-500, miR-501, miR-502, miR-503, miR-504, miR-505, miR-506, miR-507, miR-508, miR-509, miR-510, miR-511, miR-512-3p, miR-512-5p, miR-513, miR-514, miR-515-3p, miR-515-5p, miR-516-3p, miR-516-5p, miR-517*, miR-517a, miR-517b, miR-517c, miR-518a, miR-518a-2*, miR-518b, miR-518c, miR-518c*, miR-518d, miR-518e, miR-518f, miR-518f*, miR-519a, miR-519b, miR-519c, miR-519d, miR-519e, miR-519e*, miR-520a, miR-520a*, miR-520b, miR-520c, miR-520d, miR-520d*, miR-520e, miR-520f, miR-520g, miR-520h, miR-521, miR-522, miR-523, miR-524, miR-524*, miR-525, miR-525*, miR-526a, miR-526b, miR-526b*, miR-526c, miR-527, miR-532, miR-542-3p, miR-542-5p, miR-544, miR-545, miR-548a, miR-548b, miR-548c, miR-548d, miR-549, miR-550, miR-551a, miR-552, miR-553, miR-554, miR-555, miR-556, miR-557, miR-558, miR-559, miR-560, miR-561, miR-562, miR-563, miR-564, miR-565, miR-566, miR-567, miR-568, miR-569, miR-570, miR-571, miR-572, miR-573, miR-574, miR-575, miR-576, miR-577, miR-578, miR-579, miR-580, miR-581, miR-582, miR-583, miR-584, miR-585, miR-586, miR-587, miR-588, miR-589, miR-590, miR-591, miR-592, miR-593, miR-594, miR-595, miR-596, miR-597, miR-598, miR-599, miR-600, miR-601, miR-602, miR-603, miR-604, miR-605, miR-606, miR-607, miR-608, miR-609, miR-610, miR-611, miR-612, miR-613, miR-614, miR-615, miR-616, miR-617, miR-618, miR-619, miR-620, miR-621, miR-622, miR-623, miR-624, miR-625, miR-626, miR-627, miR-628, miR-629, miR-630, miR-631, miR-632, miR-633, miR-634, miR-635, miR-636, miR-637, miR-638, miR-639, miR-640, miR-641, miR-642, miR-643, miR-644, miR-645, miR-646, miR-647, miR-648, miR-649, miR-650, miR-651, miR-652, miR-653, miR-654, miR-655, miR-656, miR-657, miR-658, miR-659, miR-660, miR-661, miR-662, miR-663, miR-7, miR-9, miR-9*, miR-92, miR-93, miR-95, miR-96, miR-98, miR-99a and miR-99b in various clinical diseases (including a variety of tumors; various acute/chronic infectious diseases, e.g. viral diseases such as viral influenza, viral hepatitis, AIDS, SARS, bacterial diseases such as tuberculosis, bacterial pneumonia, and other acute/chronic infectious diseases caused by various pathogenic microorganisms; other acute/chronic diseases such as diseases of respiratory system, diseases of immune system, diseases of blood and hematopoietic system, diseases of circulatory system such as cardio-cerebrovascular diseases, metabolic diseases of endocrine system, diseases of digestive system, diseases of nervous system, diseases of urinary system, diseases of reproductive system and diseases of locomotor system); Biochips of serum/plasma microRNAs are prepared to determine the changes of serum/plasma microRNAs in different diseases, and meanwhile, Solexa sequencing and analysis on microRNAs in serum/plasma in different diseases are conducted.


The research and development of a technology for detecting disease-related serum/plasma microRNAs. Specifically, the microRNAs with disease-related specificity changes are screened out, their primers are collected into a PCR kit (RT-PCR or Real-time PCR) to prepare a disease-diagnostic kit, or their reverse complementary sequences are dripped on chips as probes so as to prepare the biochips for detecting serum/plasma microRNAs specific for a certain disease.


Presently, the technologies of traditional biochemistry and molecular biology for the clinical diagnosis of diseases are relatively complicated and insensitive. Novel techniques developed in recent years possibly useful for disease diagnosis are gene chip technique, protein (antibody) chip technique, etc. The changes at mRNA level measured through gene chips cannot completely reflect the actual changes at protein level, since the bioactivity of protein is closely related to post-transcriptional modification such as glycosylation and phosphorylation. In addition, for detection of many diseases, marker molecules in body fluids and blood cannot be detected through gene chip technology. Meanwhile, protein (antibody) chip technique and proteomic techniques also bear their limitations. In human body, especially in serum/plasma, there are tens of thousands of protein and polypeptide segments with extensively distributed concentrations, and the number of proteins definitely reported is very small, let alone those quantified. It is an extremely arduous task to find out those proteins having close relation with specific diseases from the large quantity of proteins and understand their roles in histopathologic changes. Moreover, lacking of complete antibody resources is the bottleneck restraining the development of antibody biochip technology. The detection technology for serum/plasma microRNAs based on biochips of serum/plasma microRNAs and diagnostic kits skillfully combines the peculiar properties of serum/plasma microRNAs with conventional molecular biology detection technique together, which can rapidly analyze the respective constitution of serum/plasma microRNAs in respect of various diseases with high throughput and hence be of extremely clinical practicality. Since the changes of physiological conditions in organs and tissues will cause the constitutional changes of serum/plasma microRNAs, serum/plasma microRNAs can be used as “fingerprints for diseases” to realize early diagnosis of diseases.


The advantages of the technology of detecting serum/plasma microRNAs are as follows:


(1) As novel disease markers, serum/plasma microRNAs possess certain advantages such as extensive spectrum for detection, high sensitivity, low cost for detection, convenient sampling, easy preservation for samples (preserving serum/plasma at −20° C. will do), etc. This method can be widely used in general survey of diseases and other relevant tasks and has become an efficient means for early diagnosis of diseases.


(2) As novel disease markers, serum/plasma microRNAs will improve the low-specificity and low-sensitivity caused by individual differences which single markers are difficult to overcome, and notably increase the clinical detection rate of diseases so as to realize early diagnosis of diseases.


(3) The advantages of the technology of detecting serum/plasma microRNAs lie in that what to be detected is series of disease related markers, thus it can address the differences (i.e., age, sex, race, diet, circumstance, etc.) between individual patients, which are exactly a primary problem difficult to overcome by single disease markers.


In summary, utilizing the technology of detecting serum/plasma microRNAs can confirm diagnosis of histopathologic changes in early stage. These novel serum/plasma markers not only provide material foundation for people to comprehensively understand the mechanism of histopathologic changes in molecule level, but also accelerate the progress in diagnostics and therapeutics of clinical diseases. Of course, a majority of molecular diagnostic techniques used for disease detection in early period are at initial experimental stage and their validity needs to be further verified and improved. Moreover, since every disease has the characteristics of its own, this requires a peculiar method for the detection of said disease. In this manner, it is impossible for all diseases to be detected out only through one or only a few of detection methods. Nevertheless, based on the superiority of serum/plasma microRNAs, it is believed that, in the near future, the diagnostic technique of serum/plasma microRNAs for severe diseases such as cancer will become part of routine physical examination. In addition, microRNA related gene therapy will be widely utilized. Consequently, the overcoming of these diseases will come true, not just a dream.





BRIEF DESCRIPTION OF THE DRAWINGS

The following are the detailed description of the embodiments of this invention with reference to the drawings, wherein:



FIG. 1 shows the RT-PCR result of partial microRNAs directly detected in the serum of a normal person.



FIG. 2 shows the RT-PCR results of the microRNAs in the RNA extracted from the serum of a normal person.


In FIG. 1 and FIG. 2, U6 is a snRNA with a molecular weight of 100 bp, serving as an internal reference molecule in microRNAs experiments. The rest of 12 microRNAs are each miR-181a(181a), miR-181b(181b), miR-223(223), miR-142-3p(142-3p), miR-142-5p(142-5p), miR-150(150) with blood cell specificity; miR-1(1), miR-133a(133a), miR-206(206) from cardiac muscles and skeletal muscles; miR-9(9), miR-124a(124a) from brain tissues; and miR-122a (122a) from liver.



FIG. 3 shows the RT-PCR results of partial micro-RNAs directly detected in the serum of mouse, rat, fetal bovine, calf and horse respectively.



FIG. 4 shows the variable quantity of the partial microRNAs in the serum of a patient suffering from the shown diseases compared with microRNAs in the serum of a normal person.



FIG. 5 shows the ratio between the quantities of macroRNAs and microRNAs in blood cells and serum.



FIG. 6 shows the enzyme digested results of macroRNAs and microRNAs.





THE BEST MODE FOR CARRYING OUT THE INVENTION
Example 1
The RT-PCR Experiments of MicroRNAs in Serum/Plasma

By using RT-PCR technique, it is found and proved that there stably exist various microRNAs in serum/plasma of both human beings and animals, and that their expression levels are considerably high. The specific RT-PCR steps are as follows:


(1) collecting serum/plasma of mice, rats, normal persons and some patients;


(2) preparing samples of cDNA. This operation has two options: one is to directly conduct reverse transcription reaction using 10 μl of serum/plasma; the other is to firstly extract the total RNA from serum/plasma (usually, about 10 μg of RNA can be enriched from 10 ml of serum/plasma) with Trizol reagent (Invitrogen Co.), subsequently obtain cDNA through RNA reverse transcription reaction. The reaction system of reverse transcription includes 4 μl 5×AMV buffer, 2 μl 10 mM each dNTP mixture (Takara Co.), 0.5 μl RNase Inhibitor (Takara Co.), 2 μl AMV (Takara Co.) and 1.50 gene specific reverse primers mixtures. The reaction steps successively include 15 minutes of incubation at 16, 1 hour of reaction at 42 and 5 minutes of incubation at 85;


(3) PCR and Electrophoresis observation. The cDNA is diluted by 1/50. To 1 μl diluted cDNA are added 0.3 μl Taq polymerase (Takara Co.), 0.20 μl 10 μM forward primer, 0.2 μl 10 μM universal reverse primer, 1.2 μl 25 mM MgCl2, 1.60 μl 2.5 mM each dNTP mixture (Takara Co.), 2 μl 10×PCR buffer, 13.5 μl H2O, and PCR reaction is conducted in the 20 μl system. The PCR reaction is done under the following conditions: one cycle at 95 for 5 mins followed by 40 cycles at 95 for 15 seconds and 60 for 1 minute. 10 μl PCR product is subjected to 3% Agarose Gel Electrophoresis, which is observed under ultraviolet lamp after EB staining


The detailed experimental results are shown in FIG. 1. FIG. 1 shows the experimental results of RT-PCR directly conducted on the serum of normal persons. The all over 500 mature microRNAs in human being are selected for conducting RT-PCR reaction, of which 12 microRNAs are shown in FIG. 1 and each miR-181a, miR-181b, miR-223, miR-142-3p, miR-142-5p, miR-150 with blood cell specificity; miR-1, miR-133a, miR-206 from cardiac muscles and skeletal muscles; miR-9 and miR-124a from brain tissues; and miR-122a from liver. It can be seen from the results that all microRNAs from the above-mentioned four tissues are detectable in blood, and that not all over 500 mature microRNAs have high expression level in the serum/plasma, with some microRNAs being in fairly trace amount and even being normally nondetectable.


To further verify that there stably exist the microRNAs in serum/plasma, RNA is firstly extracted from the serum of normal persons, then all over 500 mature microRNAs of human are selected for PCR experiment. As shown in FIG. 2, the results of FIG. 2 is quite consistent with that of FIG. 1, the singleness of the PCR products indicating that both two assays can detect the expression and level of the microRNAs in people's serum/plasma, and proving that there stably exist microRNAs of various tissues sources in people's serum/plasma. In addition, the same method is used to detect the expression and level of over 500 microRNAs in the serum/plasma of mouse, rat, fetal bovine, calf and horse, it is also found that there is stable expression of microRNAs of various tissues sources in serum/plasma of mouse, rat, fetal bovine, calf and horse (see FIG. 3).


Example 2
The Real-Time PCR Experiments of MicroRNAs in Serum/Plasma

Quantitative PCR experiments of microRNAs in serum/plasma are conducted to study the specific variation of microRNAs quantity in serum/plasma during the course of various diseases, including various tumors, various acute and chronic infectious diseases, e.g. viral diseases such as viral influenza, viral hepatitis, AIDS, SARS, bacterial diseases such as tuberculosis, bacterial pneumonia, and other acute and chronic infectious diseases caused by various pathogenic microorganisms; other acute and chronic diseases such as diseases of respiratory system, diseases of immune system, diseases of blood and hematopoietic system, diseases of circulatory system such as cardio-cerebrovascular disease, metabolic diseases of endocrine system, diseases of digestive system, diseases of nervous system, diseases of urinary system, diseases of reproductive system and diseases of locomotor system. The experimental principles and experimental steps of quantitative PCR are basically the same as those of RT-PCR, with the only difference between them being the addition of a fluorescent dye EVA GREEN in the process of PCR. An ABI Prism 7300 fluorescent quantitative PCR instrument is used to conduct PCR reaction under the following conditions: one cycle at 95° C. for 5 mins followed by 40 cycles at 95° C. for 15 seconds and 60° C. for 1 minute. The data processing method used is ΔΔCT method, wherein CT is the number of cycles when the reaction reaches the threshold. The expression level of each microRNAs relative to that of internal standard reference can be expressed by the equation of 2-ΔCT, wherein ΔCT=CTsample−CTInternal reference. Reverse transcription reactions are directly conducted on serum/plasma samples of a patient and those of a normal person, and the quantities of microRNAs contained in each sample of serum/plasma are compared through quantitative PCR reactions.


Serum samples of patients who suffer from aplastic anemia, breast cancer, osteosarcoma, CNS (Central Nervous System) lymphoma, diabetes are selected, and at the same time, all over 500 mature microRNAs of human beings are used to conduct PCR reaction experiments. FIG. 4 shows the quantitative PCR experimental results of microRNAs within serum of patients and normal persons which include the above-mentioned miR-181a, miR-181b, miR-223, miR-142-3p, miR-142-5p, miR-150 with blood cell specificity; miR-1, miR-133a, miR-206 from cardiac muscles and skeletal muscles; miR-9, miR-124a from brain tissues; and miR-122a from liver. The ratio of the microRNAs quantity in serum between normal persons and patients suffering from aplastic anemia, breast cancer, osteosarcoma, CNS (Central Nervous System) lymphoma, diabetes are respectively up-regulated or down-regulated, and the variation extent of the microRNAs quantity from the same tissue source differs in patients with different diseases, indicating that there is specificity variation of microRNAs quantity in the serum/plasma of patients with different diseases. They can be taken as a type of novel markers for disease diagnosis.


Example 3
The Superiority of Serum/Plasma MicroRNAs as Disease Markers

Through detecting the quantities of microRNAs and macroRNAs in serum and blood cells, it is found that there is an abundant content of microRNAs in serum. See FIG. 5. As represented by U6 molecules with a molecular weight of 100 bp and ribosomal RNA molecules with molecular weights being 18 S and 28 S respectively, the quantity of macroRNAs in blood cells is at least tens times that in serum; while the quantity of microRNAs in serum remains the same as that in blood cells except the microRNAs with blood cell specificity. Therefore, serum/plasma will specifically enrich small molecule RNAs, especially microRNAs.


It is also found that microRNAs are to some extent able to resist the action of endonuclease, which is possibly one of the reasons why microRNAs can stably exist in serum/plasma. Total RNAs extracted from cultured cell line are processed with endonuclease RNase A and the remaining quantity of macroRNAs and microRNAs are then detected. As shown in FIG. 6, it is found that microRNAs can to some extent resist the degradation of endonuclease while the macroRNAs are substantially completely cut off. Therefore microRNAs can stably exist in serum/plasma.


Based on the two characteristics of abundance in content and stable existence of microRNAs in serum/plasma, microRNAs could be well applied in clinical test.


Example 4
Preparation of the Biochip of Serum/Plasma MicroRNAs Useful for Disease Diagnosis

A biochip of serum/plasma microRNAs is fabricated to verify the reliability of a kind of serum/plasma microRNAs probes relating to diseases which are selected through quantitative PCR method. The biochip contains all microRNAs probes that can be normally detected in people's serum/plasma, constituting a probe library. See Table 1.


When the probes are specifically applied in certain disease diagnosis or efficacy screening, some probes of the probe library are put together to construct a probe collection which makes it possible to quantitatively detect the variation of microRNAs in the specific conditions. For example, when diagnosing colon cancer, the collection of probes that have interaction with microRNAs of numbers 17-5p, 21, 103, 106a, 107, 126*, 143, 145, 150, 155 and 210 is used. For another example, when diagnosing myocardial hypertrophy and chronic heart failure, the collection of probes that have interaction with microRNAs of numbers 21, 23a, 23b, 24, 27a, 27b, 125b, 195, 199a, 214, 217, 133a is used. In addition, the chip can also do high-throughput screening of the probes of microRNAs varying stably in serum/plasma, and diseases can be predicted and diagnosed based on the overall variation of microRNAs in serum/plasma.


Sequencing method or quantitative PCR method is firstly used to determine that there is more than one copy of microRNAs in serum/plasma, and then reverse complementary probes of these microRNAs are synthesized, after which these probes are spotted on a chemically-modified slide in a size of 75×25 mm using a biochip microarrayer SmartArray™. The samples spotted on the chip also include U6 and tRNA as internal standard, artificially-prepared external standard in length of 30 bases, Hex as positive control etc. The entire lattice is divided into 4 sub-lattices and each sub-lattice has 23 rows and 21 columns, wherein the spot distance is 185 μm and the spot diameter is about 130 μm and each probe was repeatedly spotted for 3 times.


The operational procedure of the biochip is: (1) extracting the total RNA from serum/plasma and detecting its quality through formaldehyde denaturing gel electrophoresis; (2) separation of microRNAs: 50-100 μg total RNA is taken to separate microRNAs from total RNA with Ambion's miRNA Isolation Kit (Cat #. 1560); (3) fluorescently-labeling of microRNAs samples: microRNAs samples are fluorescently-labeling with T4 RNA ligase, then precipitated with absolute ethanol, and then blown to dryness for chip hybridization; (4) hybridization and cleaning: RNA is dissolved into 164, hybridizing solution (15% formamide, 0.2% SDS, 3×SSC and 50×Denhardt's solution), and hybridized at 42 overnight. After completion of the hybridization, it is washed in a solution containing 0.2% SDS and 2×SSC at about 42 for 4 minutes, and then washed in a solution containing 0.2×SSC at room temperature for 4 minutes. Thereafter, the slides can be used for scanning immediately after being dried; (5) chip scanning: the chip is scanned with two-channel laser scanner LuxScan 10K/A; (6) data extracting and analysis: the chip image is analyzed with an image analyzing software LuxScan 3.0, the image signal is transformed into digital signal, and finally differentially-expressed genes are analyzed and selected with SAM method.


A biochip is prepared as above by using a kind of serum/plasma microRNAs probes which express greatly differently under disease condition and normal physiological condition double-verified by quantitative PCR technique and biochip technique. As compared with the traditional chip, there is no significant improvement in the manufacturing process and operational procedure of this biochip, but this chip simplifies the probe library, thereby greatly reducing the manufacturing cost and production time of the chip, and hence is easy to prepare. Meanwhile it increases the pertinence and practicability of chip. The application of the chip in practice can detect diseases in an early phase with only need of the serum/plasma of a patient and no need of other tissues, which helps guide the diagnosis and treatment.


Example 5
Preparation of Kits of MicroRNAs Useful for Disease Diagnosis and Prediction

The manufacturing processed and operational procedures of microRNAs kits useful for diagnosis, prediction of complication occurrence and malignant disease relapse, evaluation of therapeutic effects, screening of pharmaceutical active ingredients, assessment of drug efficacy, forensic authentication and prohibited drug inspection, etc. of all diseases are based on quantitative PCR technique and semi-quantitative PCR technique and biochip technique. The above-mentioned diseases include various tumors; various acute/chronic infectious diseases, e.g. viral diseases such as viral influenza, viral hepatitis, AIDS, SARS, bacterial diseases such as tuberculosis, bacterial pneumonia, and other acute/chronic infectious diseases caused by various pathogenic microorganisms; other acute/chronic diseases such as diseases of respiratory system, diseases of immune system, diseases of blood and hematopoietic system, diseases of circulatory system such as cardio-cerebrovascular diseases, metabolic diseases of endocrine system, diseases of digestive system, diseases of nervous system, diseases of urinary system, diseases of reproductive system and diseases of locomotor system.


Sequencing method or quantitative PCR method is firstly used to determine that there is more than one copy of microRNAs in serum/plasma. Then, a kind of serum/plasma mircoRNAs that have a big difference between the expression levels in disease condition and in normal physiological condition are screened out through the techniques of quantitative PCR and biochip, which are taken as an indicator for predicting whether canceration or other disease occurs and diagnosing the pathological degree. Finally the number of screened corresponding serum/plasma microRNAs of each disease would be controlled to over ten to tens, which is the optimized condensement of the chip-probe library. The kit contains a batch of serum/plasma mircoRNAs primers, Taq polymerase, dNTP, etc. The value of the kit lies in making it possible to detect the changing trend of microRNAs through the most simplified probe library and with only need of serum/plasma and no need of any other tissue samples, and further predict the probability of occurrence of diseases or diagnose the pathological phase of diseases based on this changing trend detected. Thus, the application of this kit in practice can increase the possibility of discovering diseases in an early phase, which helps guide the diagnosis and treatment of diseases.

Claims
  • 1. A kit for evaluating the physiological and/or pathological condition of a subject, wherein the kit comprises the tools useful for determining all detectable microRNAs stably existing in the serum/plasma of the subject.
  • 2. The kit according to claim 1, characterized in that the kit comprises the primers of all mature microRNAs in human serum/plasma.
  • 3. The kit according to claim 1, characterized in that the kit comprises the primers of let-7a, let-7b, let-7c, let-7d, let-7e, let-7f, let-7g, let-7i, miR-1, miR-100, miR-101, miR-103, miR-105, miR-106a, miR-106b, miR-107, miR-10a, miR-10b, miR-122a, miR-124a, miR-125a, miR-125b, miR-126, miR-126*, miR-127, miR-128a, miR-128b, miR-129, miR-130a, miR-130b, miR-132, miR-133a, miR-133b, miR-134, miR-135a, miR-135b, miR-136, miR-137, miR-138, miR-139, miR-140, miR-141, miR-142-3p, miR-142-5p, miR-143, miR-144, miR-145, miR-146a, miR-146b, miR-147, miR-148a, miR-148b, miR-149, miR-150, miR-151, miR-152, miR-153, miR-154, miR-154*, miR-155, miR-15a, miR-15b, miR-16, miR-17-3p, miR-17-5p, miR-181a, miR-181b, miR-181c, miR-181d, miR-182, miR-182*, miR-183, miR-184, miR-185, miR-186, miR-187, miR-188, miR-189, miR-18a, miR-18a*, miR-18b, miR-190, miR-191, miR-191*, miR-192, miR-193a, miR-193b, miR-194, miR-195, miR-196a, miR-196b, miR-197, miR-198, miR-199a, miR-199a*, miR-199b, miR-19a, miR-19b, miR-200a, miR-200a*, miR-200b, miR-200c, miR-202, miR-202*, miR-203, miR-204, miR-205, miR-206, miR-208, miR-20a, miR-20b, miR-21, miR-210, miR-211, miR-212, miR-213, miR-214, miR-215, miR-216, miR-217, miR-218, miR-219, miR-22, miR-220, miR-221, miR-222, miR-223, miR-224, miR-23a, miR-23b, miR-24, miR-25, miR-26a, miR-26b, miR-27a, miR-27b, miR-28, miR-296, miR-299-3p, miR-299-5p, miR-29a, miR-29b, miR-29c, miR-301, miR-302a, miR-302a*, miR-302b, miR-302b*, miR-302c, miR-302c*, miR-302d, miR-30a-3p, miR-30a-5p, miR-30b, miR-30c, miR-30d, miR-30e-3p, miR-30e-5p, miR-31, miR-32, miR-320, miR-323, miR-324-3p, miR-324-5p, miR-325, miR-326, miR-328, miR-329, miR-33, miR-330, miR-331, miR-335, miR-337, miR-338, miR-339, miR-33b, miR-340, miR-342, miR-345, miR-346, miR-34a, miR-34b, miR-34c, miR-361, miR-362, miR-363, miR-363*, miR-365, miR-367, miR-368, miR-369-3p, miR-369-5p, miR-370, miR-371, miR-372, miR-373, miR-373*, miR-374, miR-375, miR-376a, miR-376a*, miR-376b, miR-377, miR-378, miR-379, miR-380-3p, miR-380-5p, miR-381, miR-382, miR-383, miR-384, miR-409-3p, miR-409-5p, miR-410, miR-411, miR-412, miR-421, miR-422a, miR-422b, miR-423, miR-424, miR-425, miR-425-5p, miR-429, miR-431, miR-432, miR-432*, miR-433, miR-448, miR-449, miR-450, miR-451, miR-452, miR-452*, miR-453, miR-455, miR-483, miR-484, miR-485-3p, miR-485-5p, miR-486, miR-487a, miR-487b, miR-488, miR-489, miR-490, miR-491, miR-492, miR-493, miR-493-3p, miR-494, miR-495, miR-496, miR-497, miR-498, miR-499, miR-500, miR-501, miR-502, miR-503, miR-504, miR-505, miR-506, miR-507, miR-508, miR-509, miR-510, miR-511, miR-512-3p, miR-512-5p, miR-513, miR-514, miR-515-3p, miR-515-5p, miR-516-3p, miR-516-5p, miR-517*, miR-517a, miR-517b, miR-517c, miR-518a, miR-518a-2*, miR-518b, miR-518c, miR-518c*, miR-518d, miR-518e, miR-518f, miR-518f*, miR-519a, miR-519b, miR-519c, miR-519d, miR-519e, miR-519e*, miR-520a, miR-520a*, miR-520b, miR-520c, miR-520d, miR-520d*, miR-520e, miR-520f, miR-520g, miR-520h, miR-521, miR-522, miR-523, miR-524, miR-524*, miR-525, miR-525*, miR-526a, miR-526b, miR-526b*, miR-526c, miR-527, miR-532, miR-542-3p, miR-542-5p, miR-544, miR-545, miR-548a, miR-548b, miR-548c, miR-548d, miR-549, miR-550, miR-551a, miR-552, miR-553, miR-554, miR-555, miR-556, miR-557, miR-558, miR-559, miR-560, miR-561, miR-562, miR-563, miR-564, miR-565, miR-566, miR-567, miR-568, miR-569, miR-570, miR-571, miR-572, miR-573, miR-574, miR-575, miR-576, miR-577, miR-578, miR-579, miR-580, miR-581, miR-582, miR-583, miR-584, miR-585, miR-586, miR-587, miR-588, miR-589, miR-590, miR-591, miR-592, miR-593, miR-594, miR-595, miR-596, miR-597, miR-598, miR-599, miR-600, miR-601, miR-602, miR-603, miR-604, miR-605, miR-606, miR-607, miR-608, miR-609, miR-610, miR-611, miR-612, miR-613, miR-614, miR-615, miR-616, miR-617, miR-618, miR-619, miR-620, miR-621, miR-622, miR-623, miR-624, miR-625, miR-626, miR-627, miR-628, miR-629, miR-630, miR-631, miR-632, miR-633, miR-634, miR-635, miR-636, miR-637, miR-638, miR-639, miR-640, miR-641, miR-642, miR-643, miR-644, miR-645, miR-646, miR-647, miR-648, miR-649, miR-650, miR-651, miR-652, miR-653, miR-654, miR-655, miR-656, miR-657, miR-658, miR-659, miR-660, miR-661, miR-662, miR-663, miR-7, miR-9, miR-9*, miR-92, miR-93, miR-95, miR-96, miR-98, miR-99a and miR-99b.
  • 4. The kit according to claim 1, characterized in that said evaluating the physiological and/or pathological condition of a subject is to determine the physiological and/or pathological condition of a subject after being administrated a test sample.
  • 5. The kit according to claim 4, characterized in that the kit is useful for screening the test sample for the activities on the prevention and/or treatment of diseases.
  • 6. The kit according to claim 1, characterized in that said evaluating the physiological and/or pathological condition of a subject is to diagnose and/or differentially diagnose the diseases of the subject.
  • 7. The kit according to claim 1, characterized in that said evaluating the physiological and/or pathological condition of a subject is to evaluate the effectiveness of treating the diseases of the subject.
  • 8. The kit according to claim 1, characterized in that said evaluating the physiological and/or pathological condition of a subject is to predict the occurrence of diseases of the subject.
  • 9. The kit according to claim 8, characterized in that the occurrence of diseases is the occurrence of complications and/or the relapse of malignant diseases.
  • 10. The kit according to claim 5, characterized in that the diseases include various tumors, various acute and chronic infectious diseases e.g. viral diseases such as viral influenza, viral hepatitis, AIDS, SARS, bacterial diseases such as tuberculosis, bacterial pneumonia, and other acute and chronic infectious diseases caused by various pathogenic microorganisms; other acute and chronic diseases such as diseases of respiratory system, diseases of immune system, diseases of blood and hematopoietic system, diseases of circulatory system such as cardio-cerebrovascular disease, metabolic diseases of endocrine system, diseases of digestive system, diseases of nervous system, diseases of urinary system, diseases of reproductive system and diseases of locomotor system.
  • 11. The kit according to claim 1, characterized in that the kit is useful for detecting the subject for prohibited drugs-taking.
  • 12. The kit according to claim 1, characterized in that the serum/plasma of the subject are from living bodies, tissues, organs and/or corpuses of the subject.
  • 13. A biochip for evaluating the physiological and/or pathological condition of a subject, wherein the biochip contains components useful for determining all detectable microRNAs stably existing in the serum/plasma of the subject.
  • 14. The biochip according to claim 13, characterized in that the biochip contains the probes for all mature microRNAs in human serum/plasma.
  • 15. The biochip according to claim 13, characterized in that the biochip comprises the following probes:
  • 16. The biochip according to claim 13, characterized in that said evaluating the physiological and/or pathological condition of a subject is to determine the physiological and/or pathological condition of the subject after being administrated a test sample.
  • 17. The biochip according to claim 16, characterized in that the biochip are useful for screening the test sample for the activities on the prevention and/or treatment of diseases.
  • 18. The biochip according to claim 13, characterized in that said evaluating the physiological and/or pathological condition of a subject is to diagnose and/or differentially diagnose the diseases of the subject.
  • 19. The biochip according to claim 13, characterized in that said evaluating the physiological and/or pathological condition of a subject is to evaluate the effectiveness of treating the diseases of the subject.
  • 20. The biochip according to claim 13, characterized in that said evaluating the physiological and/or pathological condition of a subject is to predict the occurrence of diseases of the subject.
  • 21. The biochip according to claim 20, characterized in that the occurrence of diseases is the occurrence of complications and/or the relapse of malignant diseases.
  • 22. The biochip according to claim 17, characterized in that the diseases include various tumors, various acute and chronic infectious diseases e.g. viral diseases such as viral influenza, viral hepatitis, AIDS, SARS, bacterial diseases such as tuberculosis, bacterial pneumonia, and other acute and chronic infectious diseases caused by various pathogenic microorganisms; other acute and chronic diseases such as diseases of respiratory system, diseases of immune system, diseases of blood and hematopoietic system, diseases of circulatory system such as cardio-cerebrovascular disease, metabolic diseases of endocrine system, diseases of digestive system, diseases of nervous system, diseases of urinary system, diseases of reproductive system and diseases of locomotor system.
  • 23. The biochip according to claim 13, characterized in that the biochip are useful for detecting the subject for prohibited drugs-taking.
  • 24. The chip according to claim 13, characterized in that the serum/plasma the subject is from living bodies, tissues, organs and/or corpuses of the subject.
Priority Claims (1)
Number Date Country Kind
200710134620.4 Nov 2007 CN national
REFERENCE OF RELATED APPLICATIONS

The present application is a divisional application of U.S. application Ser. No. 12/302,196 titled SERUM/PLASMA MICRORNAS AND USES THEREOF, which was filed on Nov. 24, 2008, and the entire contents of which are incorporated by reference herein.

Divisions (1)
Number Date Country
Parent 12302196 Nov 2008 US
Child 14144127 US