THERAPEUTIC VESICLES

Information

  • Patent Application
  • 20120093885
  • Publication Number
    20120093885
  • Date Filed
    October 18, 2011
    12 years ago
  • Date Published
    April 19, 2012
    12 years ago
Abstract
The present technology provides compositions of vesicles, uses of vesicles, and methods relating to vesicles. For example, provided herein are vesicles derived from stem cells for use in regenerative therapies.
Description
FIELD OF INVENTION

Provided herein are compositions of vesicles, uses of vesicles, and methods relating to vesicles. For example, provided herein are vesicles derived from stem cells for use in regenerative therapies.


BACKGROUND

Cardiovascular disease is the leading cause of death in the Western world. In the United States, 71 million Americans are affected by cardiovascular disease with the associated costs of treatment approximated to be $400 billion. In cases where disease is caused by poor vascularization or insufficient blood supply, production of new blood vessels can be an effective therapy. Some current modes of angiogenic therapy include cell-based therapies, gene therapy, and protein therapy. Despite their promise, these therapies remain problematic. Cell-based therapies are still in early stages of research, with many open questions regarding the best cell types to use and concerns about the complexity of cells and their potential to induce undesired side effects. Foremost amongst the problems with cell-based therapies are immunological incompatibility and practical considerations such as the difficulty of isolating adequate numbers of cells. Furthermore, gene therapy requires effective integration of therapeutic genes into target cell genomes and has the risks of inducing undesired immune responses, potential toxicity, immunogenicity, inflammation, and oncogenesis. Delivery presents an obstacle for protein therapies because routes of protein administration do not prevent proteins from being processed or cleared before entering the target tissue. Accordingly, angiogenic treatment of cardiovascular diseases requires the development of new modes of therapy that minimize or eliminate these and other problems.


SUMMARY

Provided herein are compositions of vesicles, uses of vesicles, and methods relating to vesicles. For example, provided herein are vesicles derived from stem cells for use in regenerative therapies.


In some embodiments, the compositions and methods herein provide therapies wherein vesicles derived from adult stem cells are used to regenerate damaged tissue. One important type of such a regenerative therapy is angiogenic therapy, which can reverse the tissue damage associated with cardiovascular disease. Tissue damage frequently accompanies cardiovascular disease because poor blood flow can cause starvation and subsequent deterioration of various tissues throughout the body. Accordingly, forming new blood vessels to supply oxygen and required nutrients to damaged tissues can promote healing and regeneration of the damaged tissue. Importantly, while adult stem cells have shown promise in regenerative therapies, it is provided herein that vesicles derived from adult stem cells perform similar therapeutic functions more safely and more effectively. In some tests, stem cell-derived vesicles were one hundred times more effective than the cells from which the vesicles were prepared. In addition, the vesicle compositions described herein can be prepared in vitro and can be stored (e.g., frozen) for later use, and the methods described herein involve administering a minimal volume and mass of therapeutic agent to subjects requiring treatment. Consequently, because stem cell-derived vesicles possess many practical and technical advantages relative to stem cells, the therapies described herein are important developments in the field of regenerative medicine.


In one embodiment, provided herein is a method comprising administering to a subject a therapeutically effective amount of purified adult stem cell vesicles or an adult stem cell vesicle extract. In some embodiments, the vesicles are exosomes. The vesicles or exosomes may contain various cell-derived components such as protein, DNA, or RNA (e.g., a miRNA). In some embodiments the included proteins are characteristic of exosomes. For example, in some embodiments the vesicles contain TSG101 and CD63 proteins and in other embodiments the vesicles contain CD34+ protein. Moreover, some embodiments provide a composition (e.g., vesicles, exosomes, an extract) comprising at least two purified molecules selected from the group consisting of miRNA 130a, miRNA 125b, miRNA 92a, miRNA 126, haptoglobin, and hemopexin. Some embodiments provide that the composition comprises at least three, at least four, at least five, or at least six molecules selected from the group consisting of miRNA 130a, miRNA 125b, miRNA 92a, miRNA 126, haptoglobin, and hemopexin.


Importantly, the methods are not limited to the source of the stem cells. In various embodiments, the sources of stem cells include, but are not limited to, cord blood, bone marrow, peripheral blood, brain, spinal cord, blood vessels, skeletal muscle, skin, teeth, heart, gut, liver, ovarian epithelium, amniotic fluid, umbilical cord, or testis. Furthermore, the methods are not limited in the modes of administering the therapy. Embodiments include, but are not limited to, administration by injection catheter, by intramyocardial injection, by intracoronary administration, by intracoronary infusion, by an intravenous injection, or by nanoparticles. In addition, the scope of subjects who could benefit from the methods is not limited. In some embodiments, the subject requires angiogenic therapy. In other embodiments, the subject's disease state includes, but is not limited to, cardiovascular disease, infarction, chronic wounds, ulcer, clogged vessels, damaged vessels, stenotic vessels, atherosclerosis, angina, peripheral vascular disease, critical limb ischemia, ischemic heart disease, hypoxic tissues, heart failure, bone marrow disease, Alzheimer's disease, diabetes, or Parkinson's disease. In some embodiments, the subject requires wound healing, scar reduction, or tissue regeneration. In some embodiments, the subject has a bone marrow transplant, or has tissue damage from a stroke, hemorrhage, thrombosis, embolism, or hypoperfusion.


Another embodiment provided herein is a composition comprising purified and isolated adult stem cell vesicles or an adult stem cell vesicle extract. Vesicles prepared from different cell types can possess different characteristics. While there is no limitation on the types of vesicles provided, in one embodiment the vesicles are exosomes. Furthermore, while there is no limitation on the physical characteristics of the vesicles, in one embodiment the vesicles are cup shaped, are 30-100 nm in diameter, or have a density of 1.1-1.2 g/cm3. The vesicles may contain many different biological components, including, but not limited to, protein, lipids, DNA, RNA, cofactors, salts, amino acids, and nucleotides. For example, some embodiments provide a composition comprising at least two purified molecules selected from the group consisting of miRNA 130a, miRNA 125b, miRNA 92a, miRNA 126, haptoglobin, and hemopexin. Some embodiments provide that the composition comprises at least three, at least four, at least five, or at least six molecules selected from the group consisting of miRNA 130a, miRNA 125b, miRNA 92a, miRNA 126, haptoglobin, and hemopexin. Furthermore, some components such as proteins may be present in the lumen of the vesicle or embedded in the membrane. In some embodiments, the vesicles contain TSG101 and CD63 proteins. In other embodiments, the vesicles contain CD34 protein. The vesicles may be derived from cells of the subject or from another individual; thus, in some embodiments the vesicles are derived from an autologous source and in other embodiments the vesicles are derived from an allogeneic source. In some embodiments, the vesicles are derived from an autologous source by a method comprising mobilizing CD34+ cells by treating the autologous source with a mobilizing agent; enriching the CD34+ cells using apheresis; and further enriching the CD34+ cells using a magnetic bead cell selection device. In some embodiments, the mobilizing agent is GCSF or AMD3100. Thus, in some embodiments, the CD+ cells are derived from a GCSF- or AMD3100-mobilized source of animal adult stem cells.


Some embodiments of the technology provide a therapeutically effective amount of a composition comprising purified and isolated adult stem cell vesicles or an adult stem cell vesicle extract. In some embodiments, the composition comprises at least 104, at least 105, at least 106, at least 107, at least 108, or more vesicles. For example, in some embodiments, compositions comprise 104 to 109 vesicles (e.g., the compositions comprise 104 to 105 vesicles, 105 to 106 vesicles, 106 to 107 vesicles, 107 to 108 vesicles, or 108 to 109 vesicles). In some embodiments, the amount of vesicles in the composition is 0.1 or more gram (e.g., 0.1 to 1.0 gram). In some embodiments, the amount of vesicles in the composition is 1.0 or more gram (e.g., 1.0 to 10.0 grams). In some embodiments, the amount of the vesicles in the composition is 10.0 or more grams (e.g., 10.0 to 100.0 grams). In some embodiments, the vesicles are from 103 or more stem cells (e.g., approximately 103 to 104 stem cells); in some embodiments, the vesicles are from 104 or more stem cells (e.g., approximately 104 to 105 stem cells); in some embodiments, the vesicles are from 105 or more stem cells (e.g., approximately 105 to 106 stem cells); in some embodiments, the vesicles are from 106 or more stem cells (e.g., approximately 106 to 107 stem cells); in some embodiments, the vesicles are from 107 or more stem cells (e.g., approximately 107 to 108 stem cells); in some embodiments, the vesicles are from 108 or more stem cells (e.g., approximately 108 to 109 stem cells).


In some embodiments, the extract is from 103 or more stem cells (e.g., approximately 103 to 104 stem cells); in some embodiments, the extract is from 104 or more stem cells (e.g., approximately 104 to 105 stem cells); in some embodiments, the extract is from 105 or more stem cells (e.g., approximately 105 to 106 stem cells); in some embodiments, the extract is from 106 or more stem cells (e.g., approximately 106 to 107 stem cells); in some embodiments, the extract is from 107 or more stem cells (e.g., approximately 107 to 108 stem cells); in some embodiments, the extract is from 108 or more stem cells (e.g., approximately 108 to 109 stem cells).


Some embodiments provide methods of preparing vesicles comprising, e.g., culturing adult stem cells in conditioned media, isolating the cells from the conditioned media, purifying the vesicles (e.g., by sequential centrifugation), and, optionally, clarifying the vesicles on a density gradient. In some embodiments, the vesicles are essentially free of non-vesicle stem cell components. The embodiments are not limited with respect to the types or sources of cells that can be used. For example, in one embodiment, the cells are CD34+ cells. In a more specific embodiment, the CD34+ cells are derived from a GCSF-mobilized source of animal adult stem cells or from an AMD3100-mobilized source of animal adult stem cells. Additionally, in one embodiment, the source of animal adult stem cells is peripheral blood. The embodiments are not limited in the types of media that can be used to culture the cells. In one embodiment, the conditioned media is supplemented with human serum albumin (e.g., 0.1-5.0%; e.g., 1.0%), FLT ligand (e.g., 50-150 ng/ml), SCF (e.g., 50-150 ng/ml), or VEGF (e.g., 1-50 ng/ml). In some embodiments of the methods provided herein, the vesicles are separated from cells, e.g., by using sequential centrifugation. In one embodiment, the sequential centrifugation comprises centrifuging at about 400-500×g (e.g., 400×g for 10 minutes), then centrifuging at about 1800-2200×g (e.g., 2000×g for 10 minutes), and centrifuging at about 18,000-22,000×g (e.g., 20,000×g for 20 minutes), followed by pelleting the vesicles by centrifugation (e.g., at 120,000×g for 60 minutes).


In some embodiments, cells and conditioned media are separated, e.g., by centrifugation at about 500-1000×g (e.g., 800×g for 5 minutes), the conditioned media is clarified, e.g., by centrifugation at about 10,000-20,000×g (e.g., 14,000×g for 20 minutes), and the exosomes are collected, e.g., by ultracentrifugation (e.g., at 100,00×g for 60 minutes on a 25-35% sucrose-D2O solution having a density of ˜1.0-1.2 g/cm3 (e.g., about 1.127 g/cm3)). Following a wash (e.g., in PBS) the exosomes are pelleted and re-suspended (e.g., in PBS) for use. While there is no limitation on the temperature at which the centrifugation may be performed, one embodiment provides for centrifugation to be performed at about 0-10° C. (e.g., 4° C.). In other embodiments, the vesicles are clarified, e.g., by separation on a density gradient. In some embodiments, sucrose is used to form the density gradient. For example, some embodiments provide for floating the vesicles on a 25-35% sucrose density gradient, washing and pelleting the vesicles (e.g., in PBS), and resuspending the vesicles (e.g., in 0.22 μm-filtered PBS with 0.01-1% human serum albumin). An advantage of the methods provided herein is that the vesicles can be stored for future use. As an example of this advantage, one embodiment includes freezing the vesicles (e.g., at −80° C.).


Some embodiments provide for use of a composition comprising purified and isolated vesicles or an extract prepared from animal adult stem cells for a medicament. Other embodiments provided herein are for use of a composition comprising purified and isolated vesicles or an extract prepared from animal adult stem cells for the manufacture of a medicament. The medicament is not limited to particular uses. As an example of one embodiment, the medicament is used for regenerative therapy. In a more specific example of an embodiment, the regenerative therapy is angiogenic therapy. In other embodiments, the medicament is used to treat diseases including, but not limited to, cardiovascular disease, infarction, chronic wounds, ulcer, clogged vessels, damaged vessels, stenotic vessels, atherosclerosis, angina, peripheral vascular disease, critical limb ischemia, ischemic heart disease, hypoxic tissues, heart failure, bone marrow disease, Alzheimer's disease, diabetes, or Parkinson's disease. Additional embodiments provide for use of the medicament in diseases that involve wound healing, scar reduction, or tissue regeneration; in disease that involves a bone marrow transplant; and in disease that involves tissue damage from stroke, hemorrhage, thrombosis, embolism, or hypoperfusion.


These and other features, aspects, and advantages of the present technology will become better understood with reference to the following description and claims.





DESCRIPTION OF THE DRAWINGS

These and other features, aspects, and advantages of the present technology will become better understood with regard to the following drawings:



FIG. 1 shows electron micrographs of isolated exosomes from CD34+ cells and MNCs showing cup-shaped morphology. FIG. 1a is a transmission electron micrograph of CD34+ cell (i) cytoplasm with MVBs enclosing numerous bilipidic layer-bound exosomes (Exo) (inset, arrows), (ii) inward invagination (arrows) in the MVB membrane indicate the beginnings of exosome biogenesis, (iii) MVB fusing with cell membrane, (iv) Exosomes are secreted out from the cell. FIG. 1b shows micrographs of exosomes purified from CD34+ cells and MNC CM.



FIG. 2 shows plots of data from dynamic light scattering experiments for exosomes isolated from CD34+ cells and MNCs. The distributions demonstrate a single peak (˜40-90 nm diameter) indicating that the preparations are free of contamination.



FIG. 3 shows flow cytometry dot plots resulting from analysis of exosomes from human CD34+ cells and MNCs. FIG. 2a demonstrates detection of the exosomal surface protein CD63 and FIG. 2b demonstrates Annexin V bound to exposed phosphatidylserine.



FIG. 4 shows flow cytometry dot plot analysis for the CD34+ surface protein. FIG. 4a shows the results from experiments in which isolated exosomes were conjugated to 4-μm latex beads and stained. The numbers inside the boxes indicate the percentage of positive beads counted. FIG. 4b shows dot plots of isolated exosomes from MNCs or CD34+ cells stained with FITC-conjugated CD34+ antibody or an isotype control, followed by staining with cellvue maroon dye. Numbers inside the boxes indicate the percentage of positive exosomes. The histogram shows the spectral shift for stained CD34+ exosomes as compared to the isotype control and stained MNC exosomes.



FIG. 5 shows an immunoblot for exosomal intraluminal exosomal protein, TSG101, from both CD34+ exosomes and MNC exosomes.



FIG. 6 shows plots of data from dynamic light scattering analyses of CD34+ conditioned media, CD34+ exosomes, and exosome depleted-CM demonstrating the isolation of exosomes without protein and other contaminating debris from the conditioned media.



FIG. 7
a shows a plot of data from in vitro experiments to test the induction of Matrigel tube formation in HUVECs by incubation with CD34+ exosomes for 8 hours. FIG. 7b shows a plot of data from a dose-response experiment to test CD34+ exosome-induced tube formation in HUVECs. FIG. 7c shows a plot of data from experiments to test the viability of HUVECs in the presence of CD34+ exosomes. FIG. 7d shows a plot of data from experiments to test the proliferation of HUVECs in the presence of CD34+ exosomes. n=3-6; *P<0.001 versus PBS, †P<0.05 versus Exo-depleted CM, ‡P<0.05 versus MNCs or MNC exosomes.



FIG. 8 shows a plot of data from in vitro experiments to test the induction of tube formation in HUVECs by incubation for 8 hours with exosomes prepared from MNCs. n=3-4. Tube length is expressed as a percentage of the length measured for PBS-treated HUVECs.



FIG. 9 shows a plot of data from in vitro experiments to test the induction of tube formation in HUVECs by incubation with CD34+ or MNC preparations of cells, conditioned media (CM), exosomes (Exo), or exosome-depleted conditioned media for 24 hours. Tube length is expressed as a percentage of the length measured for PBS-treated HUVECs. n=3-6. *P<0.005 versus PBS, †P<0.05 versus MNCs or MNC exosomes.



FIG. 10 is shows data from in vivo Matrigel experiments to test the induction of vessel growth by CD34+ exosomes. FIG. 10a shows the vessel-like structures formed in the Matrigel following treatment with CD34+ exosomes. FIG. 10b shows data quantifying the CD31+ mouse endothelial cells in the Matrigel. n=3. *P<0.05 versus PBS.



FIG. 11
a is an electron micrograph from an in vivo corneal implant assay showing vessel growth induced by CD34+ exosomes. FIG. 11b is a plot of data showing the extent of vessel growth in the cornea treated with CD34+ exosomes. n=4. *P<0.05 versus PBS, ‡P<0.01 versus MNC exosomes.



FIG. 12 is a series of photographs from in vivo experiments to test the recovery of an ischemic limb from amputation by treatment with CD34+ exosomes.



FIG. 13 shows plots of data resulting from experiments to test the functional recovery of an ischemic limb after the induction of limb perfusion by treatment with CD34+ exosomes. Data are presented as the ratio of perfusion in ischemic to non-ischemic limbs at different time points; the mean ratio of all mice in each group is used for each data point. n=7-12 per group. *P<0.05 versus the PBS and MNC Exo group.



FIG. 14 shows plots of data from experiments to test the functional recovery of an ischemic limb by treatment with CD34+ exosomes. FIG. 14a shows that CD34+ exosomes improve the limb motor score of the ischemic limb and FIG. 14b shows that CD34+ exosomes improve the limb salvage score of the ischemic limb. Limb motor scores are as follows—1: no limb use; 2: no foot use, limb use only; 3: restricted foot use; 4: no active toe use (spreading), foot use only; and 5: unrestricted limb use. Limb salvage (i.e. no tissue necrosis) scores are as follows-1: limb amputation; 2: foot amputation; 3: toe(s) amputation; 4: necrosis, nail loss only; 5: full recovery. n=7-12 per group. *P<0.05.



FIG. 15
a is a series of electron micrographs from in vivo experiments to test the induction of capillary formation in the mouse hind limb ischemia model. FIG. 15b shows plots of data representing the ratio of capillary density between the ischemic and non-ischemic limb for the indicated category of treatment. *P<0.05.



FIG. 16 shows a gel from a two-dimensional (2-D) differential gel electrophoresis (DIGE) experiment that demonstrates protein enrichment in CD34+ exosomes. The numbered proteins are identified in Table 1.



FIG. 17 shows plots of data from experiments to quantify and test the quality of RNA prepared from exosomes. FIG. 17a is a plot of data showing the mass in nanograms of RNA recovered, FIG. 17b is a data plot showing the ratio of absorbances at 260 nm and 280 nm as a measure of RNA quality, and FIG. 17c is a data plot showing the ratio of absorbances at 260 nm and 230 nm as a second measure of RNA quality.



FIG. 18 shows data plots that resulted from analysis of RNA preparations for size, quantity, and quality by Agilent Bioanalyzer. “Total RNA Chip” shows the results of analysis of total RNA and “Small RNA Chip” shows the results of analysis of small RNA.



FIG. 19 shows plots of data from experiments showing that RNA isolated with exosomes is contained within the lumen of the exosomes.



FIG. 20 shows plots of data from experiments comparing the expression of miRNA 126 in different samples. n=3; fold change, CD34+ Exo:MNC Exo=50 fold, P=0.07 (for has-miRNA-126).



FIG. 21 shows plots of data from experiments comparing the expression of miRNA 130a in different samples. n=3; fold change, CD34+ Exo:MNC Exo=50 fold, P=0.04 (for has-miRNA-130a).



FIG. 22 shows plots of data from experiments comparing the expression of miRNA 125b in different samples. n=3; fold change, CD34+ Exo:MNC Exo=180 fold, P=0.001 (for has-miRNA-125b).



FIG. 23 shows plots of data from experiments comparing the expression of miRNA 92a in different samples. n=3; fold change, CD34+ Exo:MNC Exo=5 fold, p=0.0008 (for has-miRNA-92a).



FIG. 24 shows plots of data from experiments measuring the expression of representative pro-angiogenic miRNAs in CD34+ cells and exosomes by RT-PCR.



FIG. 25 shows plots of data from experiments showing that CD34+ exosomes transfer pro-angiogenic miRNA to MNCs.



FIG. 26 shows plots of data from flow cytometry experiments showing that HUVECs take up CD34+ exosomes.



FIG. 27
a shows plots of data from flow cytometry experiments showing that Cy3 miRNA is present in CD34+ exosomes. FIG. 27b shows confocal microscopy images demonstrating that Cy3 miRNA in CD34+ exosomes is transferred to human umblical vein endothelial cells.



FIG. 28 shows a plot of data showing that cord blood derived CD34+ exosomes increase tube formation of human umbilical vein endothelial cells.





DETAILED DESCRIPTION

Provided herein are compositions of vesicles, uses of vesicles, and methods relating to vesicles. For example, provided herein are vesicles derived from stem cells for use in regenerative therapies. For example, in some embodiments, provided herein are compositions comprising exosomes derived from CD34+ adult stem cells or other adult stem cells, methods of using said exosomes for therapeutic angiogenesis and regeneration of tissue that has been damaged by ischemia, and methods of preparing said exosomes.


Exosomes (also known as “nano-vesicles”) are released from cells as a component of cellular paracrine secretions. They are double membrane-bound cup-shaped vesicles of approximately 30-100 nm in diameter (see, e.g., Théry, C. F1000 Biol Rep. 2011, 3: 15). Exosomes originate intracellularly in multivesicular bodies (MVB) and are secreted when the MVBs fuse with the plasma membrane (Chaput N. and Théry C. Semin Immunopathol. 2011, 33(5): 419-40). They contain trans-membrane proteins and enclose soluble hydrophilic components such as nucleic acids and proteins derived from the cytoplasm of the cell of origin. These nucleic acid molecules, particularly RNAs and microRNAs (miRNA), can be taken up and transcribed by the target recipient cells and modulate cell physiology (Mittelbrunn et al, Nat Commun, 2011, 2: 282; Valadi et al, Nat Cell Biol, 2007, 6: 654). Exosomes are secreted by CD34+ cells (Sahoo S. et al., Circ Res. 2011, 109(7): 724-8) and they mediate at least a part of the CD34+ cell therapeutic function such as functional recovery and angiogenesis in ischemic tissues. Accordingly, CD34+ exosomes are a suitable cell-free alternative to stem cell transplantation. Unlike cells, which have a function that depends on their viability in the ischemic environment, use of exosomes provides a more efficacious and convenient cell-free alternative to CD34+ cell transplantation for tissue repair and regeneration.


DEFINITIONS

In order that the present technology may be more readily understood, certain terms are first defined. Additional definitions are set forth throughout the detailed description.


Throughout the specification and claims, the following terms take the meanings explicitly associated herein, unless the context clearly dictates otherwise. The phrase “in one embodiment” as used herein does not necessarily refer to the same embodiment, though it may. Furthermore, the phrase “in another embodiment” as used herein does not necessarily refer to a different embodiment, although it may. Thus, as described below, various embodiments of the invention may be readily combined, without departing from the scope or spirit of the invention.


In addition, as used herein, the term “or” is an inclusive “or” operator and is equivalent to the term “and/or” unless the context clearly dictates otherwise. The term “based on” is not exclusive and allows for being based on additional factors not described, unless the context clearly dictates otherwise. In addition, throughout the specification, the meaning of “a,” “an,” and “the” include plural references. Thus, “a” or “an” or “the” can mean one or more than one. For example, “a” widget can mean one widget or a plurality of widgets. The meaning of “in” includes “in” and “on.”


As used herein, the term “ischemia” refers to any localized tissue ischemia due to reduction of the inflow or outflow of blood.


As used herein, the term “angiogenesis” refers to the process by which new blood vessels are generated from existing vasculature and tissue. The phrase “repair or remodeling” refers to the reformation of existing vasculature. The spontaneous growth of new blood vessels provides collateral circulation in and around an ischemic area, improves blood flow, and alleviates the symptoms caused by the ischemia. Angiogenesis-mediated diseases and disorders include acute myocardial infarction, ischemic cardiomyopathy, peripheral vascular disease, ischemic stroke, acute tubular necrosis, ischemic wounds, sepsis, ischemic bowel disease, diabetic retinopathy, neuropathy and nephropathy, vasculitidies, ischemic encephalopathy, erectile dysfunction, ischemic or traumatic spinal cord injuries, multiple organ system failure, ischemic gum disease, and transplant-related ischemia.


As used herein, the term “cell culture” refers to any in vitro culture of cells. Included within this term are continuous cell lines (e.g., with an immortal phenotype), primary cell cultures, transformed cell lines, finite cell lines (e.g., non-transformed cells), and any other cell population maintained in vitro.


As used herein the term “disease” refers to a deviation from the condition regarded as normal or average for members of a species, and which is detrimental to an affected individual under conditions that are not inimical to the majority of individuals of that species (e.g., diarrhea, nausea, fever, pain, inflammation, etc.).


As used herein, “stem cell” refers to a multipotent cell with the potential to differentiate into a variety of other cell types (which perform one or more specific functions), and have the ability to self-renew. As used herein, “adult stem cells” refer to stem cells that are not embryonic stem cells.


As used herein, the terms “administering”, “introducing”, “delivering”, “placement” and “transplanting” are used interchangeably and refer to the placement of the vesicles, liposomes, or exosomes of the technology into a subject by a method or route that results in at least partial localization of the vesicles, liposomes, or exosomes at a desired site. The vesicles, liposomes, or exosomes can be administered by any appropriate route that results in delivery to a desired location in the subject where at least a portion of the vesicles, liposomes, or exosomes or components of the vesicles, liposomes, or exosomes retain their therapeutic capabilities.


As used herein, the term “treating” includes reducing or alleviating at least one adverse effect or symptom of a disease or disorder through introducing in any way a therapeutic composition of the present technology into or onto the body of a subject.


As used herein, “therapeutically effective dose” refers to an amount of a therapeutic agent sufficient to bring about a beneficial or desired clinical effect. Said dose could be administered in one or more administrations. However, the precise determination of what would be considered an effective dose may be based on factors individual to each patient, including, but not limited to, the patient's age, size, type or extent of disease, stage of the disease, route of administration, the type or extent of supplemental therapy used, ongoing disease process, and type of treatment desired (e.g., aggressive vs. conventional treatment).


As used herein, the term “effective amount” refers to the amount of a composition sufficient to effect beneficial or desired results. An effective amount can be administered in one or more administrations, applications or dosages and is not intended to be limited to a particular formulation or administration route.


As used herein, the term “pharmaceutical composition” refers to the combination of an active agent with, as desired, a carrier, inert or active, making the composition especially suitable for diagnostic or therapeutic use in vitro, in vivo, or ex vivo.


As used herein, the terms “pharmaceutically acceptable” or “pharmacologically acceptable” refer to compositions that do not substantially produce adverse reactions, e.g., toxic, allergic, or immunological reactions, when administered to a subject.


As used herein, the terms “host”, “patient”, or “subject” refer to organisms to be treated by the compositions of the present technology or to be subject to various tests provided by the technology. The term “subject” includes animals, preferably mammals, including humans. In a preferred embodiment, the subject is a primate. In an even more preferred embodiment, the subject is a human.


As used herein, the term “purified” or “to purify” refers to the removal of contaminants or undesired compounds from a sample or composition. As used herein, the term “substantially purified” refers to the removal of from about 70 to 90%, up to 100%, of the contaminants or undesired compounds from a sample or composition. In certain embodiments, 95%, 96%, 97%, 98%, 99%, or 99.5% of non-vesicle components are removed from a preparation.


As used herein, the term “sample” is used in its broadest sense. In one sense it can refer to animal cells or tissues. In another sense, it is meant to include a specimen or culture obtained from any source, such as biological and environmental samples. Biological samples may be obtained from plants or animals (including humans) and encompass fluids, solids, tissues, and gases. Environmental samples include environmental material such as surface matter, soil, water, and industrial samples. These examples are not to be construed as limiting the sample types applicable to the present invention.


As used herein, “wound healing” is intended to include all disorders characterized by any disease, disorder, syndrome, anomaly, pathology, or abnormal condition of the skin and/or underlying connective tissue, e.g., skin wounds following surgery, skin abrasions caused by mechanical trauma, caustic agents or burns, cornea following cataract surgery or corneal transplants, mucosal epithelium wounds following infection or drug therapy (e.g., respiratory, gastrointestinal, genitourinary, mammary, oral cavity, ocular tissue, liver and kidney), diabetic wounds, skin wounds following grafting, and regrowth of blood vessels following angioplasty. Treatment of a wound, disease or disorder is within the gambit of regenerative medicine.


Embodiments of the Technology

Although the disclosure herein refers to certain illustrated embodiments, it is to be understood that these embodiments are presented by way of example and not by way of limitation.


The production of new blood vessels is an effective therapy for ischemic diseases (e.g., myocardial ischemia and critical limb ischemia) caused by poor vascularization or insufficient blood supply. As demonstrated during the development of embodiments of the technology provided herein, exosomes compose the major pro-angiogenic component of human CD34+ cell paracrine secretions and induce angiogenesis similarly to CD34+ cells.


Exosomes

Exosomes are vesicles formed via a specific intracellular pathway involving multivesicular bodies or endosomal-related regions of the plasma membrane. They generally have a discrete size of approximately 30-90 nm, a characteristic buoyant density of approximately 1.1-1.2 g/ml, and a characteristic lipid composition. Exosomes express certain marker proteins, but generally lack markers of lysosomes, mitochondria, or caveolae (Théry et al, Curr Prot Cell Biol, 2006, 3: 3.22). Exosomes typically also express specific cell-surface proteins including integrins and cell adhesion molecules (Clayton et al, FASEB J, 2004, 9:977), so they have the means to bind selectively to, and be taken up by, specific recipient cell types (Lasser et al, J Transl Med, 2011, 9: 9; Tian et al, J Cell Biochem, 2010 111(2): 488; Feng et al, Traffic, 2010, 5:675).


As demonstrated by experiments conducted during the development of embodiments described herein, human adult CD34+ cells secrete exosomes that mediate at least a part of stem cells' therapeutic function.


A composition prepared by isolating exosomes from human adult CD34+ stem cells promotes the regeneration of damaged tissues by stimulating neovascularization. As a regenerative therapy, administering the stem cell-derived exosome composition to damaged tissues speeds healing by increasing the delivery of oxygen and other nutrients to damaged tissue.


An exemplary method of producing exosomes comprises culturing adult stem cells in conditioned media, isolating the cells from the conditioned media, purifying the vesicles by sequential centrifugation, and clarifying the vesicles on a density gradient. In some embodiments, exosomes are prepared from GCSF-mobilized adult human peripheral blood CD34+ cells (Losordo et al, Circ Res, 2011, 109(4): 428) as follows: The CD34+ cells are cultured in media supplemented with 1% human serum albumin, 100 ng/ml of FLT-ligand, 100 ng/ml of SCF, and 10 ng/ml VEGF. Exosomes devoid of contaminating cell debris and other vesicles are obtained by sequential centrifugation, for example, at 400×g for 10 minutes, 2000×g for 10 minutes, and 20,000×g for 20 minutes at 4° C. The exosomes are pelleted from the conditioned media by centrifuging, for example, at 120,000×g for 60 minutes at 4° C. Ultrapure exosomes are collected by floating the exosomes on a 30% sucrose density gradient for 60 minutes at 4° C., followed by washing and pelleting the exosomes in PBS. The exosomes are resuspended in 0.22 μm-filtered PBS with 0.1% human serum albumin. In some embodiments, the exosomes prepared this way can be stored frozen, e.g., at −80° C., without significant loss of potency, e.g., when thawed for use.


For the development of some embodiments described herein, experiments used peripheral blood (PB) CD34+ cells purified from PB-derived total mononuclear cells of healthy volunteers. Mononuclear cells depleted of CD34+ cells (referred to herein as “MNCs”) were used for negative controls. In some experiments, CD34+ cells were isolated from other sources e.g., umbilical cord blood and from patients. These various CD34+ cells were used to evaluate the angiogenic potential and miRNA contents of the different exosome preparations.


Adult stem cell-derived exosomes have distinguishing features. For example, exosomes produced by this method are a generally homogenous population and are approximately 30-100 nm in diameter. The exosomes have a distinct cup-shaped morphology as visualized by electron microscopy.


In some embodiments, the exosomes have a characteristic density of 1.1 to 1.18 g/ml (alternatively, g/cm3 or g/cc) and contain the proteins TSG101 and CD63. In some embodiments, the exosomes contain CD34+ protein on their surface. The exosomes may have other angiogenic proteins on the surface or in the lumen. In addition, the exosomes may contain mRNAs and microRNAs in the lumen. In addition, CD34+ exosomes significantly increase the proliferation and induce tube formation of human umbilical-vein endothelial cells. The tube formation induced by CD34+ exosomes is dose dependent and similar to the effect of 100-fold greater amount of intact CD34+ cells. In vivo, neovascularization and incorporation of mouse endothelial (CD31) cells is significantly higher with CD34+ exosomes than with CD34+ cells. In some embodiments, the CD34+ exosomes are taken up by the cells in target tissues, where they may transfer mRNA, microRNA, or proteins to the host tissue or cells, thereby modifying the translation of proteins. In some embodiments, the CD34+ exosome secretion, surface marker proteins, and the level of angiogenic protein could depend on the disease conditions. One of skill in the art would understand that modifications of these exemplary embodiments could also result in suitable exosome preparations.


The present technology is not limited in the cells from which exosomes may be prepared. For example, sources of stem cells include, but are not limited to, cord blood, bone marrow, peripheral blood, brain, spinal cord, blood vessels, skeletal muscle, skin, teeth, heart, gut, liver, ovarian epithelium, amniotic fluid, umbilical cord, urine, and testis.


Moreover, exosomes may be prepared from a variety of cells depending on the therapy required. Exosomes are secreted by almost all cell types in an organism, including cell types of hematopoietic origin and cell types of nonhematopoietic origin. For example, exosomes are secreted from B cells, dendritic cells (Viaud et al, 2010, Cancer Res, 70(4): 1281), mast cells, T cells, platelets, intestinal epithelial cells, tumor cells, Schwann cells, neuronal cells, reticulocytes, and astrocytes (Chaput & Théry, Semin Immunopathol, 2011, 33(5): 419).


Further, synthetic vesicles that mimic the structure and/or properties of the cell-derived exosomes may be employed.


In addition to a common set of membrane and cytosolic molecules, exosomes harbor unique subsets of proteins, reflecting their cellular source (Raimondo et al, Proteomics, 2011, 11(4): 709). Because exosomes possess membrane and luminal components from their excreting cells, exosomes can perform functions related to the excreting cells from which they are derived. For example, certain cells of the immune system, such as dendritic cells and B cells, secrete exosomes that may play a functional role in mediating adaptive immune responses to pathogens and tumors (Aung et al, 2011, Proc Natl Acad Sci USA, 108(37): 15336; Bobrie et al, Traffic, 2011; Chaput & Théry, Semin Immunopathol, 2011, 33(5): 419). In addition, exosomes secreted by synaptic neurons may mediate neuronal plasticity, which may be important for memory and learning. Moreover, exosomes may carry protein, nucleic acids, and other cellular components in their lumen or membrane for delivery to secondary cells.


For example, both mRNA and microRNA have been found in exosomes and microvesicles excreted from particular types of cells (see, e.g., U.S. Pat. No. 8,021,847). This RNA can be transferred from the excreted exosome to another cell, most likely through fusion of the exosome to the recipient cell membrane. For example, mast cell-derived exosomes were found to contain a defined set of mRNAs and microRNAs that modulated transcription in recipient cells (Valadi, Nat Cell Biol, 2007, 6: 654). Similarly, embryonic stem cells secrete exosomes highly enriched in specific mRNAs, which can be transferred to and induce phenotypic changes in hematopoietic progenitor cells. Consequently, exosomes find use to deliver other oligonucleotides and therapeutically useful entities. For example, one can isolate exosomes from particular cell types that produce particularly desirable components useful for therapy and use those exosomes to deliver the therapeutic payload to a subject in need of therapy (Alvarez-Erviti et al, Nature Biotechnol, 2011, 29(4): 341). Cells may be engineered to express desired components that are taken into exosomes. Further, in some embodiments, desired agents are introduced into exosomes that have already been isolated from cells.


Autologous exosomes derived from a subject's cells are typically recognized as “self” by the subject's immune system. Consequently, exosomes isolated from a subject's cells can be loaded with exogenous payloads for administration to the subject with a minimal immune response. Such payloads include, for example, DNA, mRNA, microRNA, drugs, or other small molecules useful for therapy. Alternatively, allogeneic exosomes can be prepared from an immune compatible donor for administration to a subject. Furthermore, by incorporating the required self-recognition components into allogeneic exosomes, immune compatible exosomes can be prepared from cells isolated from any allogeneic source.


The cells used to prepare exosomes may be isolated from a living organism or from cells grown in culture. For example, the cells may be isolated from an animal, or more specifically from a mammal such as a human or a mouse.


Also, artificial vesicles (e.g., exosomes) can be assembled from synthetic liposomes or vesicles, the therapeutic payload to be delivered, and the particular components required by exosomes for effective delivery of their contents to recipient cells. Many types of amphipathic entities can form liposomes under thermodynamically favorable physical and chemical conditions. For example, liposomes can be produced using various cells, cell extracts, cell fractions, or other biological, chemically defined, or biologically-derived components as starting materials. In biological systems and under biologically relevant in vitro conditions, the amphipathic components are generally lipids, proteins, detergents, and mixtures thereof. Some particular types of biological amphipathic compounds include, but are not limited to, phospholipids, cholesterol, glycolipids, fatty acids, bile acids, and saponins. Liposomes can be prepared in vitro using a variety of techniques to obtain different lamellarity, size, trapped volume, and solute distribution. Some techniques used to produce vesicles include hydration, mechanical dispersion in water, freeze-thaw, reverse phase hydration from organic solvent, reverse phase evaporation, extrusion, sonication, detergent solubilization and removal, French press, dehydration-rehydration, and combinations thereof. Components that may be important for assembling synthetic exosomes are specific integrins, tetraspanins, MHC Class I and II antigens, CD antigens, and cell-adhesion molecules. In addition, cytoskeletal proteins, GTPases, clathrin, chaperones, and metabolic enzymes may be used. Finally, synthetic exosomes may also utilize mRNA splicing and translation factors, as well as several proteins such as HSP70, HSP90, and annexins.


Therapies

As shown herein, exosomes produced from adult stem cells promote tissue regeneration and repair via angiogenesis in a similar manner as the stem cells from which the exosomes are derived. Accordingly, exosomes derived from adult stem cells (e.g., CD34+ stem cells) are useful as a replacement for stem cell therapy in tissue repair and regeneration. For example, exosomes are useful in therapies directed toward healing tissue damaged by ischemia. Additional indications are cardiovascular disease, myocardial or other infarction, chronic wounds, ulcer, clogged vessels, damaged vessels, stenotic vessels, atherosclerosis, angina, peripheral vascular disease, critical limb ischemia, ischemic heart disease, hypoxic tissues, heart failure, congestive heart failure, and bone marrow diseases. Moreover, indications include degenerative diseases such as Alzheimer's disease, diabetes, Parkinson's disease, and cancer. The therapy is also appropriate for subjects who require wound healing, scar reduction, or tissue regeneration. Additional indications are bone marrow transplant, tissue damage from stroke, hemorrhage, thrombosis, embolism, or hypoperfusion. Stem cell-derived exosomes are also useful in therapeutic angiogenesis and revascularization involving formation of endothelial cells. The angiogenic property can be mediated by the proteins and RNA present in the exosome lumen or on the exosome surface.


Not only are exosomes a useful tool for mediating changes in host cell expression through expression and delivery of molecules involved in angiogenesis promotion, but also stromal remodeling, chemoresistance, and genetic intercellular exchange. Moreover, entire signaling pathways may be delivered via growth factor and receptor transfer to recipient cells.


Therapies are not limited to the types of cells used to prepare exosomes. For example, dendritic cell-derived exosomes are immunogenic and can thus promote tumor rejection and eradication. Specifically, dendritic cell- and tumor cell-derived exosomes loaded with tumor antigen induce tumor antigen-specific CD8 cytotoxic T-lymphocyte responses and antitumor immunity in animals such as humans.


In addition, exosomes from a specific cell type carrying a specific protein or RNA associated with any disease or other medical condition can be used as a diagnostic tool. Specifically, exosomes provide protein and RNA biomarkers useful for detecting disease, monitoring disease evolution, and monitoring a subject's response to therapy. One example of a source of exosomes for evaluating biomarkers is urine. In addition, exosomes isolated from peripheral blood, plasma, and serum are useful for detecting and monitoring cancer, including tissue invasion and metastasis by cancer cells, in a subject (Skog et al, Nat Cell Biol, 2008, 10(12): 1470). Exosomes are also useful for diagnosing and monitoring the pathogenesis of various other diseases, such as atherosclerosis, thromboembolism, osteoarthritis, chronic renal disease, and pulmonary hypertension, gastric ulcers, bacterial infections, and periodontitis


It has been shown that exosomes can mediate antigen presentation in parallel with dendritic cells, B-cells, and macrophages (Testa et al, J Immunol, 2011 185(11): 6608, Bobrie et al, Traffic, 2011). Thus, in some embodiments, provided herein are cell-free, exosome-based compositions as therapy in malignant diseases via their ability to induce an immune response (e.g., use as vaccines).


The exosome compositions also find use in research settings. For example, exosomes can be used in drug screening to monitor the effects of a pharmaceutical preparation. In addition, exosomes provide important tools for studying models of disease in a research setting. Exosomes prepared from cells of a disease model system are useful for monitoring disease progression and the disease's response to therapy.


EXAMPLES

The following examples are provided to demonstrate and further illustrate certain preferred embodiments and aspects of the present technology, and they are not to be construed as limiting the scope of the technology.


Methods

All experimental protocols were approved by the Northwestern University Animal Care and Use Committee. CD34+ cells and CD34+ cell-depleted mononuclear cells (MNCs) were cultured using standard methods. Electron microscopy, dynamic light scattering (DLS), flow cytometry, and immunoblotting analyses were performed according to established protocols. The angiogenic activity of cultured human umbilical-vein endothelial cells (HUVECs) was evaluated by the Matrigel tube-formation assay, proliferation was evaluated by 5-bromo-2-deoxyuridine incorporation, and viability was assessed by the MTS assay. In vivo angiogenesis was evaluated in nude (nu/J) mice using the Matrigel plug and corneal angiogenesis assays. Quantified results are presented as mean±the standard deviation; comparisons between groups were evaluated with the Student t test; P<0.05 was considered significant.


Cells and Culture


CD34+ cells and the CD34+-cell-depleted mononuclear cells (MNCs) were purified from mobilized peripheral-blood mononuclear cells (AllCells LLC, Emeryville, Calif.) with an Isolex 300i device (Baxter Healthcare); cell purity was 85-95% as determined by flow cytometry. Both CD34+ cells and MNCs (250,000 cells/ml) were cultured in X-VIVO 10 serum-free cell-culture medium (Lonza Group Ltd, Basel, Switzerland) containing 0.25% human serum albumin and supplemented with 100 ng/ml Flt-3L, 100 ng/ml stem-cell factor, and 20 ng/ml vascular endothelial-growth factor. Human umbilical-vein endothelial cells (HUVECs) (Cambrex Corporation, East Rutherford, N.J.,) were maintained in endothelial growth medium-2 (EGM™-2; Cambrex Corporation) and starved in EBM-2 medium containing 0.25% fetal bovine serum for 24 hours before cell assays were performed.


Exosome Purification


Cells were cultured for 40 hours and exosomes were collected and ultrapurified as described previously (see, e.g., Théry, C. et al. “Isolation and characterization of exosomes from cell culture supernatants and biological fluids” in Curr Protoc Cell Biol. 2006, Chapter 3: Unit 3.22, which is expressly incorporated herein by reference in its entirety for all purposes). Briefly, the cells and conditioned media were separated by centrifugation (800×g for 5 minutes); the conditioned media was clarified by centrifugation (14,000×g for 20 minutes) and the exosomes were collected by ultracentrifugation (100,000×g for 1 hour) on a 30% sucrose-D2O solution (density ˜1.127 g/cm3), then washed in PBS and pelleted. The purified exosome fraction was re-suspended in PBS for use.


Electron Microscopy


Cells were fixed with 4% paraformaldehyde and 1% glutaraldehyde in 0.1 M sodium cacodylate buffer (pH 7.2) (Electron Microscopy Sciences, Hatfield, Pa.) for 3 hours at room temperature, washed with cacodylate buffer, postfixed in 1% osmium tetroxide, progressively dehydrated in a graded ethanol series (50-100%), and embedded in Epon. Thin (1-mm) and ultrathin (70- to 80-nm) sections were cut from the polymer with a Reichert (Depew, N.Y.) Ultracut S microtome, placed on copper grids, and briefly stained with uranyl acetate and lead citrate. Exosomes were fixed with 2% paraformaldehyde, loaded on 300-mesh formvar/carbon-coated electron microscopy grids (Electron Microscopy Sciences, PA), post-fixed in 1% glutaraldehyde, and then contrasted and embedded as described previously (see, e.g., Théry, C. et al. “Isolation and characterization of exosomes from cell culture supernatants and biological fluids” in Curr Protoc Cell Biol. 2006, Chapter 3: Unit 3.22). Transmission electron microscopy images were obtained with an FEI (Hillsboro, Oreg., USA) Tecnai Spirit G2 transmission electron microscope operating at 120 kV.


Dynamic Light Scattering


Exosomes were suspended in phosphate-buffered saline (PBS) containing 2 mM ethylenediaminetetraacetic acid (EDTA); then, dynamic light-scattering measurements were performed with a Zetasizer Nano ZS (Malvern Instruments Ltd, Worcestershire, UK). Intensity, volume, and distribution data for each sample were collected on a continuous basis for 4 minutes in sets of three. At least three different measurements from three different samples were performed for each exosome population.


Flow Cytometry


Flow cytometry analysis was performed as described previously (see, e.g., Théry, C. et al. “Isolation and characterization of exosomes from cell culture supernatants and biological fluids” in Curr Protoc Cell Biol. 2006, Chapter 3: Unit 3.22). Exosomes were conjugated to 4-μm latex beads for analysis because their diameter (<0.1 nm) is smaller than the detection limit (˜0.1-0.2 nm) of the flow cytometer. Briefly, exosomes from 5×106 cells were incubated overnight at 4° C. with 2.5×105 aldehyde/sulfate latex beads (Invitrogen, Carlsbad, Calif.) and then blocked with 100 mM glycine for 30 minutes at room temperature to saturate any free binding sites that remained on the beads. To detect the presence of CD63 and CD34, the exosome-coated beads were resuspended in 500 μl PBS containing 0.5% human serum albumin (HSA) and 2 mM EDTA; then, 100 μl of the beads were incubated with fluorescein-isothiocyanate (FITC)-conjugated anti-CD63 or FITC-conjugated anti-CD34 antibodies (Beckman Coulter, Inc., Brea, Calif.) for 30 minutes at 4° C. For phosphatidylserine detection, the beads were resuspended in 100 μl of Annexin-V-FLUOS labeling solution (Annexin-V-FLUOS Staining Kit, F. Hoffmann-La Roche Ltd, Basel, Switerland) and incubated for 10 minutes at 25° C. Non-specific binding/labeling was inhibited by the addition of FcR blocking reagent (Miltenyi Biotec Inc., Auburn, Calif.); the threshold for negative staining was obtained by incubating exosome-free, glycine-blocked beads with each antibody, and additional experiments were performed with identical concentrations of control IgG antibodies to correct for non-specific binding.


For direct detection of exosomes by the flow cytometer, exosomes from either CD34+ cells or MNCs were first labeled with FITC-conjugated anti-CD34 antibodies (Beckman Coulter, Inc., Brea, Calif.) or an isotype control, then labeled with cellvue maroon dye (Polysciences, Inc, PA) for detection by the flow cytometer. Flow cytometry data were acquired on a BD LSRII (BD Franklin Lakes, N.J.) flow cytometer and analyzed with FlowJo software (Tree Star, Ashland, Oreg.).


Transfection of Cy3-labeled RNA into cells was performed with the lipofectamine reverse-transcription method.


In-Vitro Matrigel Tube Formation Assay


HUVECs (2.5×104, serum-starved overnight) were incubated with PBS, 2.0×104 CD34+ cells, 2.0×104 CD34+ MNCs, or with the conditioned media, exosomes, or exosome-depleted conditioned media from 2.0×104 CD34+ cells or MNCs into 48-well plates that had been coated with 150 μL of growth-factor-reduced Matrigel™ (BD). Tube formation was examined by phase-contrast microscopy 6-8 hours or 24 hours later. Each condition in each experiment was assessed in duplicates and tube length was measured as the mean summed length of capillary-like structures in 2 wells by examining high-power fields (HPFs, 2.5×) in each well. Multiple (e.g., 3-4, 6-9, etc.) experiments were performed for each condition. Tube length is expressed as a percentage of the length for PBS-treated HUVECs.


Dose-response experiments were performed by incubating HUVECs with exosomes from 1.5×105 CD34+ cells and serially diluted to 1/3, 1/9, 1/27, 1/100, 1/300, and 1/900 of the initial concentration (initial concentration=1).


In Vitro Proliferation and Viability Assays


Cell proliferation was evaluated via 5-bromo-2-deoxyuridine (BrdU) incorporation. Serum-starved HUVECs (1×104) were incubated with 10 μM BrdU and 2.0×104 CD34+ cells, 2.0×104 MNCs, or with exosomes from 2.0×104 CD34+ cells or MNCs for 24 hours, and then washed and fixed with 4% paraformaldehyde at 4° C. Ten minutes later, the HUVECs were washed in PBS with 1% Triton X-100 for 5 minutes, incubated on ice in 1 N HCl for 10 minutes, incubated at room temperature in 2 N HCl for 10 minutes, and incubated at 37° C. for 20 minutes. The HCl was neutralized via three 5-minute washes with borate buffer (0.1 M), and then the HUVECs were washed in PBS with 1% Triton X-100 at room temperature for 3 minutes, blocked with 5% normal goat serum and 1% Triton X-100 in PBS for 1 hour, and incubated overnight with immunofluorescent sheep anti-BrdU antibodies (Abeam Inc., Cambridge, Mass., USA); nuclei were counterstained with DAPI. Cells were viewed at 10× magnification and BrdU+ cells were counted in 10 HPFs per well, 2 wells per condition.


Cell viability was evaluated via the MTS assay. HUVECs (1×104 cells/well) were seeded on 96-well flat-bottomed plates and incubated with 2.0×104 CD34+ cells or MNCs, or with exosomes from 2.0×104 CD34+ cells or MNCs, for 20 hours at 37° C.; then, the MTS assay reagent (Promega Corporation, Madison, Wis.) was added to the wells and HUVECs were incubated for 3 hours at 37° C. Viability was evaluated by measuring absorbance at 490 nm with a 96-well ELISA plate reader (SpectraMaxPlus, Molecular Devices, Sunnyvale, Calif.) in at least 6 wells per experiment and 3-7 experiments per condition.


Western Blotting


Cells or purified exosomes were lysed with 0.1 M Tris, 0.3 M NaCl, 0.1% SDS, 0.5% sodium deoxycholate, and 1% Triton X-100 in a cocktail of antiproteases (Sigma-Aldrich Corporation, St. Louis, Mo.); then, the nuclei and membranes were cleared by centrifugation (15,000×g for 10 minutes). Protein extracts were separated on an 8% SDS-PAGE gel, blotted on Immobilon (Millipore, Billerica, Mass.) with TSG101 (4A10; Abcam Inc.), and visualized with enhanced chemoluminescence substrate (Thermo Fisher Scientific, Rockford, Ill.). Images were acquired with a Chemidoc XRS (Kodak, Rochester, N.Y.).


In-Vivo Matrigel-Plug Assay


Ice-cold Matrigel (0.5 ml/plug; BD) was mixed with heparin (1 mg/ml) and PBS, 5.0×105 CD34+ cells or exosomes from 5.0×105 CD34+ cells and then subcutaneously injected into the flanks of 6- to 8-week-old male nude mice (Nu/J; The Jackson Labortory, Bar Harbor, Me.). Mice were anesthetized with inhaled isoflurane (2-4%) before injection. 7-14 days later, the plug was excised and washed with PBS. To visualize vessel-like endothelial structures, the plug was fixed in methanol and sectioned; then, endothelial cells were stained with biotinylated isolectin B4 (Vector Laboratories Inc, Burlingame, Calif.), and nuclei were stained with hematoxylin. Images were acquired with an Olympus Vanox bright microscope. For flow-cytometry analysis of endothelial-cell migration, the plug was digested with 0.1% collagenase/dispase (F. Hoffmann-La Roche), 10 mm MgCl2, and 200 units/ml DNase I (F. Hoffmann-La Roche) in 10% fetal calf serum/PBS for 1 hour at 37° C. After digestion, cells were dispersed 4-5 times with a 21 gauge needle, passed through a 70-mm filter (BD), and stained with phycoerythrin-conjugated rat anti-mouse-CD31 antibodies (BD). Control assessments were performed with phycoerythrin-conjugated rat immunoglobulin G2a isotype (Invitrogen). Flow cytometry data were acquired on a FACScan (BD) flow cytometer and analyzed with FlowJo software (Tree Star).


Mouse Corneal Angiogenesis Assay


Pellets were prepared and implanted in the corneas of 6- to 8-week-old male nude mice (Nu/J; The Jackson Laboratory) as described previously (see, e.g., Rogers M. S. et al. Nat Protoc. 2007, 2 :2545-50, incorporated herein in its entirety for all purposes). Briefly, 5 mg sucrose octasulfate-aluminum complex (Sigma-Aldrich Corporation) and 10 μL of 12% hydron in ethanol were mixed and partially dried; then, exosomes from 5.0×105 CD34+ cells or MNCs were added, the mixture was pelleted on a 400-μm nylon mesh (Sefar America Inc., Depew, N.Y.), and the pellets were dried for 5-10 minutes. Pellets were implanted in the corneas of mice that had been anesthetized via intraperitoneal injection of 125 mg/kg Avertin. One week after implantation, the mice were intravenously injected with 50 μl of fluorescein-conjugated BS1-Lectin I (Vector Laboratories) and sacrificed 15 minutes later. Eyes were harvested and fixed with 1% paraformaldehyde; then, the corneas were excised and mounted. Angiogenesis was evaluated via BS1-Lectin I fluorescence and quantified with ImageJ software.


Mouse Hind Limb Ischemia Model


BalbC nude mice (8-10 weeks old) were anesthetized with Isoflurane delivered at approximately 2%. All animals were placed on a warm circulating water pad to maintain body temperature throughout the procedure. Prior to the ischemic procedure and immediately following it, measurements of blood flow in both thighs were taken as a baseline and to confirm ischemia. The left thigh region was surgically prepped with betadine followed by alcohol. The depth of anesthetic plane was assessed by lack of toe pinch reflex and a 5-mm incision was made on the left thigh region. A ligation was made around the femoral artery and all arterial branches were removed. A small segment of the artery was then dissected free. Mice were randomly assigned to receive the treatments of PBS, CD34+ cells, CD34+ cell conditioned media, CD34+ Exosomes, CD34+ exosome-depleted conditioned media, or MNC exosomes immediately after creating hindlimb ischemia. The treatments were applied directly into the ischemic hindlimb in a 20-0 volume and injected at 4 different locations. The connective tissues of the sub cutis were closed with interrupted 6-0 polypropylene suture and the skin closed with wound clips or 6-0 polypropylene suture. Prior to recovery from anesthesia, each animal was administered Buprenex (0.2 mg/kg IP) and meloxicam solution (0.001 mg/g) was administered in the water for up to ten days post operatively to minimize any pain as a result of surgery.


For laser Doppler measurements of the ischemic and control limbs, animals were anesthetized with Isoflurane (2%) and LDPI measurements were taken at 7, 14, 21, and 28 days following hind limb ischemic surgery. Ischemic and non-ischemic tissues were harvested at day 28 for histological analyses. Before sacrifice, the mice were injected with 50 μg of BS-1 lectin to identify the mouse vasculature.


For limb functional assays, limb motor function was scored as follows—1: no limb use; 2: no foot use, limb use only; 3: restricted foot use; 4: no active toe use (spreading), foot use only; and 5: unrestricted limb use. Limb salvage (i.e. no tissue necrosis) was scored as follows—1: limb amputation; 2: foot amputation; 3: toe(s) amputation; 4: necrosis, nail loss only; 5: full recovery. n=7-12 per group.


Capillary density was determined by imaging lectin-stained capillaries in the ischemic limb of mice treated with PBS, CD34+ cells, CD34+ CM, CD34+ Exo, CD34+ Exo-depleted CM, or MNC Exo (all derived from equal number of cells). At least 10 high-power field images per condition (either ischemic or non-ischemic) from at least 4 mice per group were counted and averaged. Values are reported as the ratio of capillary density in the ischemic to non-ischemic limb. *P<0.05.


MicroRNA Quantification


Total RNA from the CD34+ cells, CD34+-depleted MNCs, and their respective exosome preparations were extracted using the miRNeasy Mini Kit (Qiagen) according to the manufacturer's protocol (including a DNase step). RNA concentrations were verified on a NanoDrop Spectrophotometer (NanoDrop) and the quality of total RNA was assessed using Agilent 2100 Bioanalyzer Pico Chips (Agilent). Equal amounts of RNA (5 ng) were reverse transcribed using the Taqman MicroRNA Reverse Transcription Kit (Applied Biosystems) using a specific miRNA primer to generate cDNA for use with individual Taqman MicroRNA Assays (Applied Biosystems). Real-time Reactions were performed in triplicate on a 7500FAST Real-Time PCR system (Applied Biosystems). Ct values were averaged and normalized to the U6 RNA (e.g., RNU6B). Experiments were performed with an n=2-6. Relative expression was determined by the ddCt comparative threshold method.


MicroRNA Microarray


miRNA profiling was performed using Affymetrix miRNA microarrays.


Cy3 miRNA Uptake


Cy3 miRNA (30 pmol) was transfected into CD34+ cells (125,000 cells/500 μl media) using lipofectamine-reverse transcription. Untreated cells, lipofectamine alone, and Cy3-treated cells were used for controls. After 24 hours, the cells were washed and re-plated. Exosomes were isolated after ˜40 hours and then incubated with HUVECs (either GFP positive or regular HUVECs for live imaging). The CD34+ cells and a portion of exosomes tagged with 4-μm beads were used for flow cytometry analysis to verify Cy3 transfection. The Cy3 or control exosome-treated HUVECs were imaged in a Nikon C1S1 confocal microscope.


Example 1
Electron Microscopy and Physical Characterization of Exosomes

Experiments performed during the development of embodiments of the technology provided herein demonstrated the presence of multivesicular bodies (MVB) in the cytoplasm of CD34+ cells. In electron micrographs, MVB were identified that harbored numerous bilipidic membrane-bound exosome-like vesicles of approximately 50 nm in diameter (e.g., approximately 30 nm-100 nm or 40 nm-90 nm in diameter). Some micrographs showed instances of the MVB membrane invaginating inward to initiate the biogenesis of exosomes and some micrographs showed instances of the MVBs fusing to the plasma membrane and releasing the exosome-like vesicles into the media (FIG. 1a, (i)-(iv)).


In addition, physical characteristics of prepared vesicles were monitored during the development of embodiments of the technology. Exosomes were isolated from the conditioned media (CM) in which either CD34+ cells or MNCs were cultured. After the exosomes were isolated, they were prepared for electron microscopy. The electron micrographs (FIG. 1b) showed that the exosomes in the preparations had a similar size (e.g., approximately 40-90 nm or 30-100 nm in diameter) and cup-shaped morphology as has been reported previously. Sucrose density gradient analysis showed that the exosome preparations had a flotation density (1.127 g/cm3, floated on 30% sucrose-D2O solution) that was similar to that previously reported. Dynamic light scattering (DLS) analysis was used to assess the purity and to determine the mean hydrodynamic radius of the exosomes in each preparation. The analysis shows that the mean hydrodynamic radius for the (CD34+ exosomes is 50±7.8 nm and for the MNC exosomes is 75±0.4 nm (FIG. 2). The single peak in the DLS data indicates that the exosome preparations are free of contamination. Also, a preparation of exosomes that was thawed after approximately 6 months of storage in a frozen state exhibited the same size as freshly prepared exosomes. This result indicates that storing the exosomes in a frozen state (e.g., at −80° C.) does not compromise their physical morphology.


Example 2
Exosome Marker Proteins

During the development of embodiments of the technology provided herein, flow cytometry experiments were conducted that demonstrated that the membranes of exosomes from both CD34+ cells and MNCs contained the exosome surface marker protein CD63 (FIG. 3a) and the lipid phosphatidylserine. The presence of phosphatidylserine was demonstrated by its binding to annexin V (FIG. 3b). Exosomes were tagged with 4-μm Latex beads to increase their size for detection by the flow cytometer. In addition, exosomes from both CD34+ cells and MNCs contained the exosomal luminal marker protein TSG101 (FIG. 5).


Further, CD34 protein was present on the surface of exosomes from CD34+ cells but not on exosomes from MNCs (FIG. 4). Exosomes labeled with fluorescence for detection by flow cytometry demonstrated a spectral shift indicating the presence of CD34 protein on the surface of the CD34+ cell-derived exosomes (FIG. 4b, histogram). These data are consistent with previous reports that exosomes carry marker proteins that are specific for the secreting cell. Collectively, these observations confirm that both CD34+ cells and MNCs secrete exosomes and that the exosomes secreted by each cell population are biochemically distinct (e.g., exosomes from CD34+ cells have CD34 protein but exosomes from MNCs do not).


Example 3
Angiogenic Activity of CD34+ Exosomes

3.1. CD34+ Exosomes Induce Angiogenesis of Endothelial Cells In Vitro


During the development of embodiments of the technology described, preparations comprising CD34+ cells, CD34+ cell secreted conditioned media (CM), CD34+ exosomes (Exo), and CD34+ Exo-depleted CM (representing the free floating proteins secreted by the cells) were evaluated as potential mediators of CD34+ cell induced neovascularization. In these experiments, the preparations were derived from similar numbers of cells. DLS analysis demonstrated the successful separation of exosomes (˜50 nm) from the exosome-depleted conditioned media containing proteins or protein aggregates of smaller size (˜10 nm) (FIG. 6).


The in vitro angiogenic activities of the CD34+ cell preparations were evaluated by the in vitro Matrigel tube formation assay and compared to the non-therapeutic MNCs and MNC-derived CM, MNC Exo, and MNC Exo-depleted CM. In the assay, 2.5×104 human umbilical vein endothelial cells (HUVECs) were cultured with phosphate-buffered saline (PBS), 2.0×104 CD34+ cells, or with CM, exosomes, or exosome-depleted CM from 2.0×104 CD34+ cells and plated on Matrigel (FIGS. 7a & 8). Tube length was significantly greater in HUVECs incubated with the CD34+ cell CM or with CD34+ exosomes than in HUVECs incubated with PBS; tube length for HUVECs incubated with the exosome-depleted CM was the same as for HUVECs incubated with PBS (FIG. 7a). These results suggest that CD34+ exosomes mediate the in vitro angiogenic activity seen for the CD34+ cell CM. Interestingly, CD34+ exosomes, similar to CD34+ cells, induced longer-lasting tubes in HUVECs measured at 24 hours of the assay (FIG. 9). Tube formation was less pronounced at lower exosome concentrations (FIG. 7b). HUVECs incubated with MNCs or MNC components (e.g., CM, exosomes, or Exo-depleted CM) did not differ significantly from PBS-treated HUVECs in inducing tube formation on Matrigel (FIG. 8).


The cell-culture medium comprised supplemental growth factors and may have contained soluble proteins secreted from the cells. While these components could have contributed to the angiogenic effects associated with CD34+ exosomes, the MNC exosomes were derived from MNCs cultured with the same growth factors; and thus the exosome-depleted conditioned media would have contained the same supplemental growth factors and any secreted soluble proteins. Since none of the MNC treatments stimulated angiogenic activity, the data indicate that the CD34+ exosome induced vessel growth.


3.2. CD34+ Exosomes Induce Cytoprotection and Proliferation of Endothelial Cells


During the development of some embodiments of the technology provided, experiments demonstrated that both CD34+ cells and CD34+ exosomes from the same number of cells significantly enhanced HUVEC viability (FIG. 7c) and proliferation (FIG. 7d) compared to the MNCs or MNC exosomes. HUVECs (1×104) were incubated with PBS, 2.5×103 cells, or exosomes from 2.5×103 cells, and measured 20 hours later. Values are expressed as a percentage of the PBS-treated HUVECs. These data show that most of the in vitro angiogenic activity associated with CD34+ cells is mediated by exosomes. HUVECs incubated with MNCs or MNC exosomes did not differ significantly from PBS-treated cells in any functional parameter (FIGS. 7c, 7d, and 9).


3.3. CD34+ Cells from Cord Blood are Angiogenic


Consistent with the data above for the PB-derived CD34+ cells, EM data collected during the development of the present technology demonstrated that both the CD34+ cells and CD34+ exosomes isolated from umbilical cord blood (FIG. 28), but not the MNCs and MNC exosomes isolated from umbilical cord blood, were angiogenic.


3.4. CD34+ Exosomes Induce Angiogenesis In Vivo


Experiments were performed to evaluate the angiogenic potency of CD34+ exosomes in vivo by performing Matrigel plug assays. The data collected indicate that both CD34+ cells and CD34+ exosomes from equal number of cells induced the formation of vessel-like endothelial structures (FIG. 10a) and significantly increased the proportion of endothelial cells in the Matrigel plug (FIG. 10b).


Additional experiments conducted during development of embodiments of the present technology demonstrated that exosomes induce angiogenesis in vivo. Pellets of hydron and sucralfate were prepared for implantation into mouse corneas. In separate experiments, the pellets included either exosomes from CD34+ cells or exosomes from CD34+-depleted MNCs. Pellets with either nothing added or containing FGF-2 were used as negative and positive controls, respectively. After implantation, angiogenesis was measured at day 7 by staining with fluorescent isolectin and assessing fluorescence under a microscope. Both FGF-2 and CD34+-derived exosomes induced angiogenesis as indicated by isolectin fluorescence. In the corneal angiogenesis assay, pellets containing CD34+ exosomes demonstrated significantly greater vessel growth compared to pellets containing MNC exosomes (FIG. 11). No angiogenesis was detected in mouse cornea treated with the negative control or with CD34+-depleted MNC-derived exosomes. The effect of CD34+ cells on corneal angiogenesis could not be evaluated, because the pellets could not be prepared with viable cells.


Example 4
Therapeutic Activity of CD34+ Exosomes

4.1. Functional Recovery with CD34+ Exosomes


During the development of embodiments of the technology provided herein, the murine hind-limb ischemia model was used to evaluate the potential of CD34+ exosomes as a therapy for ischemic diseases. PBS, CD34+ cells, CD34+ CM, CD34+Exo, CD34+ Exo-depleted CM, or MNC exosomes (as an experimental control) were administered by an intramuscular injection after the induction of critical ischemia by ligation and excision of the left femoral artery and all superficial and deep branches. To assess functional recovery after critical hind-limb ischemia, animals were assessed for tissue perfusion, limb salvage, and limb motor functions.


Tissue perfusion ratio. Physical examination of the ischemic leg after 7, 14, 21, and 28 days of surgery indicates rescue of the ischemic hind limb from limb amputation and tissue necrosis by treatment with CD34+ cells (FIG. 12). Identical effects were seen for treatment with CD34+ CM and CD34+ exosomes. Tissue perfusion was assessed by laser Doppler perfusion imaging (LDPI) in the ischemic hind limb and expressed as relative to the perfusion in the non-ischemic limb. The result of treatment with CD34+ exosomes was similar to CD34+ cells; both treatments produced significant improvements in tissue perfusion ratio at day 7 and continued to have a significantly higher perfusion ratio compared to treatment with PBS (limb perfusion ratios at day 28 were 0.94±0.2 (CD34+ exosomes), 0.93±0.17 (CD34+ cells), and 0.6±0.08 (PBS), with a P<0.05) (FIG. 13).


Parallel to these angiogenic results, the perfusion in the hind limb of animals treated with CD34+ CM containing exosomes was similar to the perfusion in the hind limb of animals treated with CD34+ Exo. However, depletion of exosomes from the CM (CD34+ Exo-depleted CM) resulted in loss of improved perfusion. This shows that CD34+ exosomes in the CM improve ischemic tissue perfusion. Animals treated with MNC exosomes isolated from an equal number of MNCs did not differ significantly compared to the PBS-treated control group (FIG. 13).


Limb salvage and limb motor ability. During the development of embodiments of the technology described herein, experiments were performed to assess treatment of the ischemic limb by exosomes. Limb salvage and limb motor functions were studied via established semi-quantitative scoring methods to evaluate tissue necrosis and amputation of ischemic limb (see Methods). The data showed a significant improvement in limb salvage score (3.2±1.1 versus 1.1±0.8; P<0.05, n=7-12) and motor score (2.83±1.3 versus 1.0±0.0; P<0.05, n=7-12) for the treatments with CD34+ exosomes as compared to treatment with PBS (FIG. 14). The beneficial effects of CD34+ Exo were similar to the beneficial effects of CD34+ cells and CM containing Exo (FIG. 14). These data suggest that the CD34+ Exo in the CM provide the key paracrine component promoting tissue repair.


4.2. Therapeutic Angiogenesis with CD34+ Exosomes


Experiments were performed during the development of embodiments of the technology provided herein to evaluate the beneficial effects of CD34+ exosome treatment on recovery of blood flow, motor function, and tissue salvage. The data demonstrated that beneficial effects of the CD34+ exosomes were associated with an effect on the microcirculation of the ischemic limb muscle. In particular, the number of lectin positive capillaries was quantified by immunofluorescence in the ischemic limb harvested at day 28 (FIG. 15a). The number of capillaries in the ischemic limb was expressed relative to the non-ischemic limb. There was a significant increase in the ratio of lectin-positive capillaries in the ischemic limb to lectin-positive capillaries in the non-ischemic limb in the animals treated with CD34+ exosomes as compared to the PBS-treated animals (FIG. 15b). The CD34+ exosomes produced effects similar to the CD34+ cell and CD34+ CM treatment groups. CD34+ exosome-depleted CM and MNC exosomes treatment had no significant effect on the capillary density. This pro-angiogenic effect of CD34+ exosomes on capillary microcirculation is consistent with the angiogenic activity of CD34+ exosomes in the in vivo Matrigel plug assay and corneal angiogenic assay.


In summary, these data demonstrated that adult human CD34+ stem cells secrete exosomes and that these exosomes induce angiogenic activity in isolated endothelial cells and in murine models of vessel growth. The improvements in tissue perfusion, limb salvage, motor function, and capillarization demonstrated the therapeutic utility of CD34+ exosomes for ischemic tissue repair.


Example 5
Molecular Composition of CD34+ Exosomes

In experiments performed during the development of embodiments of the technology provided herein, the protein and miRNA content of CD34+ exosomes and MNC exosomes were characterized and compared. It is contemplated that exosomes mediate intercellular communication by stimulating both receptor-mediated and genetic mechanisms through the transfer of functional proteins, RNA, or microRNA directly into the cytoplasm of target cells. Without being bound by any particular theory, the repertoire of specific molecules transported by CD34+ exosomes is likely to be more stable than molecules secreted directly into the extracellular matrix because the exosomal membrane protects the exosome contents from degradation. However, an understanding of the mechanism of action is not required to practice the technology provided.


5.1. Protein Composition


In addition to lipids (e.g., phosphatidylserine), exosomes contain cell-specific proteins that originate from the plasma membrane, cytosol, and intracellular endosomes. During the development of embodiments of the technology provided herein, experiments were conducted to examine the total protein contents of CD34+ and MNC exosomes and, in particular, to assess exosome marker proteins such as CD63, TSG101, and the CD34+ exosome-specific CD34 protein.


In addition, the proteins enriched in the CD34+ exosomes were identified by analyzing the total protein content of CD34+ and MNC exosomes by two-dimensional differential gel electrophoresis (DIGS). The two protein samples were labeled with two different fluorescent moieties, combined together, and separated by two-dimensional gel electrophoresis (FIG. 16). The different proteins were identified by relative differences in the fluorescence of the two labels and spots corresponding to the largest differences were picked using computer software as described below. Then, the proteins were identified by MS/MS analysis.


The MASCOT search engine (Matrix Science, www.matrixscience.com; see Electrophoresis 1999, 20(18): 3551-67) was used to identify proteins from primary sequence databases. The identified proteins are the best match for each sample. Proteins with Protein Score C.I. % or Total Ion C.I. % greater than 95 are considered high confidence matches. The best match was selected based on C.I. % and pI/MW location of the spot in the gel. The top ranked proteins and relative levels in the two samples are provided in Table 1.









TABLE 1







Proteins enriched in CD34+ exosomes















CD34+








Exo/








MNC
Normoxia/
Accession




Spot
Top Ranked Protein Name
Exo
Hypoxia
No.
MW
PI
















7
haptoglobin
123.87
1.00
gi|3337390
38209.2
6.1


41
haptoglobin
121.68
−1.07
gi|3337390
38209.2
6.1


2
hemopexin precursor
48.84
−1.09
gi|1321561
51643.3
6.6


1
afamin precursor
35.23
−1.12
gi|4501987
69024.0
5.6


13
haptoglobin isoform 2 preproprotein
10.83
−1.07
gi|186910296
38427.3
6.1


14
complex-forming glycoprotein HC
7.21
1.07
gi|223373
20421.2
5.8


33
transthyretin precursor
7.21
1.12
gi|4507725
15877.0
5.5


30
haptoglobin Hp2
6.07
−1.25
gi|223976
41716.9
6.2


53
protein AMBP preproprotein
5.93
1.00
gi|4502067
38974.0
6.0


16
hemopexin, isoform CRA_c
5.64
1.06
gi|119589126
28545.8
6.6


12
PRO2675
4.44
1.32
gi|7770217
32553.4
6.1


48
haptoglobin isoform 1 preproprotein
2.75
1.10
gi|4826762
45176.6
6.1


34
haptoglobin Hp2
2.54
1.08
gi|223976
41716.9
6.2


10
alpha-enolase isoform 1
1.88
4.93
gi|4503571
47139.3
7.0


42
glyceraldehyde-3-phosphate dehydrogenase
1.34
2.17
gi|31645
36031.4
8.3


37
hemopexin
−1.60
−8.50
gi|226337
13337.6
6.7


11
haptoglobin
−3.80
1.06
gi|1212947
38427.4
6.3


6
hemopexin precursor
−4.64
−1.14
gi|386789
51512.2
6.6


4
transferrin
−19.73
2.55
gi|115394517
76909.6
7.0


38
PRO2619
-222.88
−1.04
gi|11493459
56745.2
6.0









Two proteins that were enriched in CD34+ exosomes are haptoglobin and hemopexin. Haptoglobin is known as an angiogenic and anti-inflammatory molecule (see, e.g., Cid, M C, et. al. J. Clin. Invest. 1993, 91: 977-85) that acts by enhancing angiogenic and vasculogenic potential of EPCs (see, e.g., Park, S J, et al. FEBS Lett, 2009, 583: 3235-40), inducing anti-inflammatory and cytoprotective pathways by activating hemoglobin scavanger receptor CD163, releasing IL10, and activating heme oxygenase-1 synthesis (Philippidis, P. et al. Circ Res. 2004, 94: 119-26). Without being bound by theory, it is contemplated that this protein could be an important mediator of eliminating toxicity in the ischemic tissue and promoting angiogenesis; however, an understanding of the underlying mechanism is not required to practice the technology described herein. Further, under hypoxic conditions, haptoglobin expression is upregulated by hypoxia inducible factor-1α(HIF-1α) by a STAT-3 dependent pathway (Oh, M K. et al. J Biol Chem. 2011, 286: 8857-65), which reinforces its role under hypoxia and possibly in ischemia. Without being bound by theory, it is contemplated that hemopexin binds and scavenges free hemoglobin and protects the tissue from the oxidative damage that the free hemoglobin can cause. However, an understanding of the underlying mechanism is not required to practice the technology described herein. In certain embodiments, compositions comprising haptoglobin or hemopexin are used in the therapeutic technologies of the present disclosure (e.g., to promote angiogenesis).


5.2. RNA Composition


Experiments performed during the development of embodiments of the technology provided herein demonstrated that CD34+ exosomes carry several angiogenic miRNAs (Anand and Cheresh, Curr Opin Hematol, 2011, 3: 171; Fish & Srivastava, Sci Signal, 2009, 2(52) pe1) that are transferred to recipient endothelial cells.


Total RNA was isolated from two functionally distinct exosomes: 1) CD34+ exosomes purified from adult human PB CD34+ cell culture conditioned media and 2) control exosomes from PB total MNC conditioned media. RNA was also isolated from critical limb ischemia patient PB CD34+ cells and exosomes and compared with healthy volunteer CD34+ cells and exosomes. Total RNA was quantified (FIG. 17a) and RNA quality was assessed by determining the ratios of the absorbance at 260 nm to the absorbance at 280 nm (FIG. 17b) and by determining the ratio of the absorbance at 260 nm to the absorbance at 230 nm (FIG. 17c). Total RNA isolated from exosomes was less than the total cellular RNA mostly because of the absence of the ribosomal RNA (FIG. 18).


Analysis of the RNA samples for small RNAs indicates that exosomal RNA is enriched for small RNAs and miRNAs as compared to their cells of origin (33% in CD34+ exosomes versus 4% in CD34+ cells, FIG. 18, “Small RNA Chip”). A negative correlation between the miRNA percentage and total RNA integrity was found for all investigated samples. These data show that the CD34+ exosomes are enriched for small RNA species. It is contemplated that this specific packaging of exosomal RNA content might indicate the CD34+ exosome function in the target cells, though the technology is not bound to any particular theory and an understanding of the mechanism is not required to practice the technology. RNAse treatment of the exosome preparations did not significantly affect the quantity and quality of the RNA compared to exosomes that were not treated with RNAse (FIG. 19). Thus, most of the RNA isolated in the exosome samples was confirmed to be present inside the lumen of the exosomes.


Differential expression of miRNA between CD34+ and MNC exosomes was profiled using an Affymetrix miRNA microarray. The results (Table 2) show a significant increase in the expression of several pro-angiogenic miRNAs in the CD34+ cells as well as in the exosomes. For many of the pro-angiogenic miRNAs, the relative difference in the amounts of miRNA in the exosome samples (e.g., CD34+ exosomes compared to MNC exosomes) was higher than the relative difference in the amounts of miRNA in the cells from which the exosomes were prepared (e.g., CD34+ cells: MNCs) (Table 2). These data indicate that pro-angiogenic miRNAs are enriched in the CD34+ exosomes.









TABLE 2







Microarray results












CD34+/

CD34+ex/




MNC
CD34+/
MNCex
CD34+ex/



fold
MNC
fold
MNCex


ProbeSet Name
change
p-value
change
p-value














mmu-miR-92a_st
3.395
0.01321
4.94
0.00002


xtr-miR-92b_st
8.711
0.00981
6.02
0.00004


xla-miR-92a_st
3.568
0.00515
4.87
0.00004


U31_x_st
0.761
0.09701
8.12
0.00007


xtr-miR-181b_st
2.559
0.00014
3.14
0.00014


dse-miR-92a_st
3.524
0.00009
4.36
0.00030


tca-miR-92b_st
3.630
0.01716
4.74
0.00035


sla-miR-92_st
3.227
0.00124
4.92
0.00039


xtr-miR-92a_st
3.835
0.01063
4.71
0.00058


mdo-miR-92_st
4.127
0.00509
4.40
0.00066


bta-miR-2288_st
1.948
0.07806
2.54
0.00072


hsa-miR-92a_st
3.871
0.00052
5.16
0.00084


ame-miR-92a_st
2.872
0.00196
5.84
0.00088


dgr-miR-92b_st
3.840
0.02537
5.67
0.00088


spu-miR-92a_st
3.398
0.00886
3.70
0.00090


dps-miR-92a_st
2.956
0.00649
4.34
0.00110


aae-miR-92a_st
4.265
0.00323
4.31
0.00114


dwi-miR-92a_st
3.287
0.00134
4.42
0.00115


cqu-miR-92_st
3.100
0.01652
5.07
0.00124


ptr-miR-92_st
3.257
0.00114
4.61
0.00129


ssc-miR-181d_st
8.303
0.01679
5.92
0.00142


dre-miR-181b_st
4.008
0.03570
2.88
0.00146


rno-miR-181b_st
2.476
0.01495
3.61
0.00153


dsi-miR-92a_st
3.147
0.00427
4.69
0.00154


tni-miR-92_st
2.584
0.01892
4.76
0.00165


dme-miR-92a_st
3.077
0.02445
5.15
0.00166


lgi-miR-92_st
3.130
0.02005
4.71
0.00176


sko-miR-92a_st
2.975
0.00513
5.29
0.00189


spu-miR-92c_st
5.265
0.00507
5.33
0.00191


U76_st
1.046
0.83119
16.92
0.00194


cfa-miR-92a_st
3.268
0.00462
4.57
0.00197


eca-miR-92a_st
2.925
0.00953
4.82
0.00206


dpe-miR-92a_st
3.362
0.00637
5.32
0.00215


lca-miR-92_st
3.231
0.00243
4.92
0.00216


hp_hsa-mir-524_st
1.214
0.52238
2.94
0.00216


cin-miR-92a_st
2.782
0.02226
6.29
0.00230


bma-miR-92_st
4.172
0.02486
5.34
0.00242


dre-miR-92b_st
5.059
0.02000
9.38
0.00269


rno-miR-92b_st
4.735
0.01479
5.20
0.00281


aga-miR-92b_st
2.661
0.01638
4.07
0.00282


dmo-miR-92b_st
3.519
0.01732
5.24
0.00283


aga-miR-92a_st
2.900
0.01209
4.76
0.00297


ACA30_x_st
0.898
0.17724
2.19
0.00308


jcv-miR-J1-5p_st
1.880
0.13077
2.12
0.00311


ACA58_st
1.907
0.11458
4.89
0.00312


dvi-miR-92a_st
3.154
0.01093
4.91
0.00337


aae-miR-92b_st
3.174
0.00505
4.50
0.00342


bta-miR-92_st
3.330
0.01473
4.62
0.00344


eca-miR-181b_st
2.936
0.06335
2.55
0.00344


tni-miR-181b_st
2.819
0.01860
3.70
0.00346


mmu-let-7d_st
1.162
0.53024
3.06
0.00346


bfl-miR-92b_st
4.542
0.01012
5.97
0.00371


tgu-miR-181b_st
4.477
0.01062
2.51
0.00372


gga-miR-92_st
3.258
0.00597
5.58
0.00381


mml-miR-92b_st
5.003
0.03881
5.27
0.00382


dwi-miR-92b_st
4.759
0.00865
4.58
0.00382


ENSG00000252213_x_st
3.370
0.22051
9.25
0.00384


gga-let-7c_st
1.253
0.28206
3.55
0.00406


dpu-miR-92_st
5.202
0.02878
6.33
0.00412


ppy-miR-181a_st
2.285
0.02916
2.45
0.00426


oan-miR-92a_st
3.064
0.02823
4.22
0.00435


lla-miR-92_st
3.026
0.00620
4.22
0.00437


dan-miR-92a_st
4.057
0.00833
4.54
0.00440


bfl-miR-92a_st
3.825
0.00683
4.72
0.00471


U29_st
1.081
0.55666
8.70
0.00491


dmo-miR-92a_st
3.416
0.00459
4.05
0.00492


bmo-miR-92b_st
8.020
0.11281
14.67
0.00514


dre-miR-92a_st
3.605
0.00715
4.49
0.00522


oan-miR-92b_st
3.792
0.01056
7.95
0.00526


spu-miR-92b_st
3.843
0.01922
4.38
0.00545


cte-miR-92a_st
2.554
0.01809
6.48
0.00561


ggo-miR-92_st
2.971
0.01694
4.68
0.00583


oan-miR-181b_st
2.899
0.01822
2.92
0.00594


ppy-miR-92_st
3.215
0.00159
5.42
0.00602


dgr-miR-92a_st
3.747
0.00044
4.56
0.00608


csa-miR-92c_st
3.519
0.02634
6.21
0.00621


bfl-miR-92c_st
4.265
0.01792
5.65
0.00621


sko-miR-92c_st
3.205
0.01040
6.96
0.00623


ppy-miR-1246_st
1.361
0.10668
2.10
0.00629


mne-miR-92_st
3.199
0.00027
5.39
0.00633


dya-miR-92a_st
4.042
0.00371
5.20
0.00660


rno-miR-92a_st
4.585
0.00157
4.75
0.00677


hsa-miR-181a_st
2.553
0.02956
2.75
0.00686


bta-miR-92a_st
3.005
0.01487
4.77
0.00691


dya-miR-92b_st
4.775
0.01330
5.77
0.00711


dpe-miR-92b_st
4.295
0.00728
6.59
0.00722


ssc-miR-92a_st
3.738
0.00294
5.90
0.00729


HBII-95_x_st
1.164
0.39571
4.05
0.00777


fru-miR-92_st
3.703
0.02075
4.92
0.00781


der-miR-92a_st
3.848
0.00318
5.96
0.00783


ppy-miR-181b_st
2.451
0.11174
3.24
0.00784


U33_st
0.761
0.14169
8.68
0.00789


mml-miR-486-5p_st
25.285
0.04654
15.90
0.00797


dvi-miR-92b_st
3.894
0.00063
5.61
0.00800


HBI-115_st
11.446
0.01072
5.71
0.00819


tgu-miR-92_st
2.893
0.04217
4.62
0.00822


mml-miR-92a_st
3.630
0.00918
5.07
0.00827


dse-miR-92b_st
5.525
0.01438
5.00
0.00837


dre-miR-181c_st
4.518
0.03314
3.15
0.00849


odi-miR-92a_st
4.112
0.02141
7.35
0.00897


cin-let-7b_st
1.836
0.21189
2.33
0.00933


bta-miR-181b_st
3.212
0.03512
2.23
0.00934


dsi-miR-310_st
1.176
0.46399
2.04
0.00940


hsa-miR-2115-star_st
1.806
0.20625
2.14
0.00961


nvi-miR-92a_st
3.498
0.00223
5.16
0.00965


gga-let-7b_st
1.666
0.18637
2.50
0.00966


U58C_x_st
1.408
0.29962
19.14
0.00977


cin-miR-92d-3p_st
4.994
0.04974
5.69
0.01016


dsi-miR-92b_st
3.920
0.02132
5.16
0.01027


U34_st
0.855
0.20539
5.73
0.01036


dps-miR-92b_st
4.041
0.01327
5.94
0.01040


SNORA38B_st
1.233
0.14887
6.20
0.01069


tni-let-7h_st
2.439
0.29043
4.32
0.01094


gga-miR-181b_st
2.634
0.01655
3.58
0.01111


hsa-miR-92b_st
4.611
0.00826
8.88
0.01223


ppa-miR-92_st
2.904
0.00620
4.56
0.01241


lla-miR-181a_st
2.546
0.03760
2.56
0.01262


Z17B_st
1.338
0.24215
3.91
0.01304


tni-miR-181a_st
2.417
0.02534
2.53
0.01308


U101_st
1.145
0.36744
4.09
0.01332


U54_st
1.267
0.32872
4.31
0.01363


eca-miR-92b_st
4.537
0.01336
6.65
0.01375


ssc-miR-181b_st
2.778
0.02027
3.07
0.01403


csa-miR-92b_st
4.997
0.04282
7.21
0.01467


mmu-let-7b_st
1.319
0.04672
2.72
0.01473


hsa-miR-181b_st
2.508
0.04232
4.13
0.01478


dya-miR-125_st
11.454
0.00528
137.98
0.01512


cte-miR-125_st
16.881
0.00332
98.32
0.01549


cte-miR-92c_st
3.719
0.00596
4.45
0.01581


lla-miR-125b_st
31.919
0.00556
82.15
0.01581


ACA57_st
1.332
0.07723
7.30
0.01584


fru-let-7a_st
1.269
0.14004
2.56
0.01592


cfa-miR-92b_st
3.882
0.00986
6.66
0.01616


eca-miR-1291b_st
3.420
0.49212
3.45
0.01621


bfl-miR-125_st
18.222
0.00118
202.15
0.01622


hp_mmu-mir-106a_st
1.824
0.46483
2.87
0.01667


mmu-miR-181a_st
1.871
0.09656
2.52
0.01691


ptr-let-7c_st
1.451
0.28561
3.27
0.01722


oan-let-7b_st
1.595
0.05799
2.75
0.01723


sko-miR-92b_st
3.460
0.02006
3.97
0.01756


hsa-miR-125b_st
13.362
0.00264
184.34
0.01776


U49A_x_st
1.194
0.43980
8.37
0.01783


ENSG00000252765_x_st
1.045
0.93252
2.31
0.01789


cbr-miR-235_st
2.412
0.04070
2.48
0.01799


dan-miR-92b_st
3.318
0.02271
8.87
0.01839


ptr-let-7b_st
1.492
0.06271
3.22
0.01855


HBII-316_st
1.633
0.29255
10.69
0.01889


dme-miR-92b_st
4.958
0.01763
6.99
0.01925


bta-miR-92b_st
4.262
0.03351
9.06
0.01932


mdo-miR-181b_st
3.314
0.01040
2.96
0.01967


ggo-miR-125b_st
14.988
0.00084
173.49
0.01974


ppy-miR-92b_st
4.045
0.01909
8.41
0.01979


tni-miR-125b_st
24.257
0.01214
176.36
0.02012


age-miR-92_st
2.516
0.03259
5.00
0.02063


ACA35_st
2.468
0.25722
3.93
0.02109


mgh28S-2409_x_st
0.930
0.58091
7.32
0.02116


mml-let-7b_st
1.428
0.05808
3.05
0.02138


cfa-let-7b_st
1.444
0.10579
3.10
0.02145


bmo-miR-92a_st
6.099
0.08268
3.17
0.02167


oan-miR-92c_st
8.545
0.06106
7.53
0.02212


dpe-miR-125_st
11.057
0.00337
189.22
0.02223


ssc-miR-181a_st
2.908
0.05425
2.45
0.02263


U50B_x_st
0.652
0.03914
2.97
0.02285


cin-miR-92c_st
3.616
0.02198
3.38
0.02290


U58B_x_st
0.980
0.93974
9.03
0.02298


bta-miR-181a_st
2.632
0.05675
2.30
0.02313


HBII-55_st
0.806
0.28908
10.78
0.02316


tni-miR-130_st
46.492
0.00867
42.08
0.02325


dgr-miR-125_st
16.459
0.01081
205.95
0.02352


mdo-let-7b_st
1.690
0.03527
2.11
0.02382


nvi-let-7_st
1.359
0.03156
2.93
0.02383


U62A_s_st
1.342
0.50282
11.91
0.02384


mmu-miR-125b-5p_st
18.700
0.01353
121.92
0.02409


U50_st
0.662
0.30233
3.31
0.02443


hp_hsa-mir-222_st
2.363
0.06161
3.63
0.02449


ppa-miR-181a_st
2.120
0.03209
2.15
0.02456


der-miR-92b_st
3.842
0.00771
5.12
0.02480


rno-let-7b_st
1.565
0.16797
3.02
0.02501


ppa-miR-125b_st
13.316
0.00248
112.07
0.02504


dme-let-7_st
1.376
0.03361
2.51
0.02505


ggo-miR-181a_st
2.373
0.03386
2.28
0.02531


mml-miR-361-5p_st
1.125
0.46961
2.77
0.02565


xtr-let-7c_st
1.314
0.13840
2.37
0.02565


dre-let-7d_st
3.698
0.05309
5.31
0.02591


eca-miR-17_st
5.038
0.00383
6.18
0.02604


mdo-miR-181a_st
1.991
0.05802
2.33
0.02614


ACA14b_x_st
1.650
0.22424
3.53
0.02638


bta-let-7b_st
1.404
0.04678
2.02
0.02667


ppy-let-7c_st
1.388
0.16137
2.85
0.02702


aae-miR-125-star_st
18.313
0.00133
129.57
0.02704


HBII-289_st
0.357
0.15021
6.30
0.02777


xtr-miR-181a_st
2.541
0.00943
2.68
0.02781


bma-let-7_st
1.364
0.00147
2.94
0.02786


dsi-miR-125_st
12.365
0.00115
121.96
0.02804


ACA40_x_st
1.850
0.20991
9.75
0.02813


HBII-276_st
1.020
0.94128
7.87
0.02824


lla-miR-181b_st
3.547
0.06382
3.03
0.02828


mmu-miR-181b_st
2.465
0.09794
2.55
0.02847


U31_st
0.760
0.05946
6.51
0.02868


dme-miR-125_st
12.916
0.00085
132.03
0.02889


dps-miR-92c_st
3.999
0.05690
2.25
0.02904


mmu-miR-181d_st
10.300
0.04804
5.88
0.02910


cfa-miR-181b_st
5.007
0.10375
4.81
0.02913


mmu-let-7e_st
1.106
0.81760
5.01
0.02937


dvi-miR-125_st
27.713
0.01472
232.14
0.02962


gga-let-7j_st
1.269
0.10021
3.02
0.02968


U51_st
1.304
0.12509
5.45
0.02985


tgu-miR-125_st
14.076
0.00106
173.51
0.02998


bta-miR-130a_st
56.869
0.00392
38.52
0.03016


eca-miR-181a_st
2.066
0.08200
2.44
0.03026


ssc-let-7c_st
1.420
0.25531
2.54
0.03045


cfa-miR-181d_st
6.946
0.05943
4.60
0.03078


rno-miR-181d_st
7.530
0.02094
5.96
0.03145


U17b_x_st
2.487
0.22769
4.04
0.03171


mml-miR-17-5p_st
4.158
0.01881
8.24
0.03189


dps-miR-125_st
32.964
0.00830
162.38
0.03214


U58A_x_st
1.182
0.56517
7.48
0.03218


U75_x_st
1.187
0.49298
3.76
0.03220


gga-miR-17-5p_st
4.389
0.00502
6.43
0.03222


gga-miR-20b_st
6.076
0.03959
6.76
0.03235


ame-miR-125_st
20.839
0.01639
171.67
0.03235


tca-miR-92a_st
4.777
0.02700
7.22
0.03255


mml-miR-181c_st
4.348
0.16229
6.86
0.03359


U50B_st
0.611
0.07102
6.50
0.03378


ppa-miR-130a_st
53.807
0.00452
31.67
0.03410


dre-miR-125b_st
20.570
0.01951
115.23
0.03419


mml-miR-181b_st
3.762
0.02295
2.31
0.03423


hsa-miR-20b_st
4.766
0.04312
7.60
0.03443


ppy-miR-130a_st
111.938
0.00028
35.14
0.03478


oan-miR-23a-star_st
0.983
0.98117
2.46
0.03478


HBII-85-6_x_st
1.650
0.07879
5.63
0.03484


eca-let-7d_st
1.060
0.59167
3.73
0.03492


ssc-miR-17-5p_st
4.781
0.00795
7.20
0.03511


ppy-miR-125b_st
20.133
0.02089
167.55
0.03554


U36C_st
1.194
0.42845
4.86
0.03601


tni-let-7b_st
1.215
0.33935
2.62
0.03603


cfa-miR-181c_st
4.739
0.09259
5.96
0.03612


ACA18_x_st
1.833
0.13736
11.80
0.03642


sla-miR-181a_st
1.800
0.04146
2.57
0.03722


dan-miR-125_st
16.324
0.01727
153.99
0.03827


hsa-let-7c_st
1.334
0.32936
2.61
0.03845


ptr-miR-130a_st
45.522
0.00068
32.64
0.03875


crm-miR-235_st
6.128
0.04356
17.31
0.03895


cin-miR-92b_st
2.911
0.01217
4.07
0.03918


tgu-miR-20a_st
4.825
0.01648
6.78
0.03921


ssc-miR-20_st
3.923
0.00788
7.15
0.03939


hsa-miR-181d_st
6.466
0.06411
3.90
0.04011


mmu-miR-92b_st
3.752
0.00990
6.67
0.04031


dan-miR-311a_st
2.513
0.21894
3.70
0.04033


xtr-miR-17-5p_st
4.631
0.00972
5.65
0.04042


gga-miR-130a_st
60.251
0.01082
33.08
0.04043


xla-miR-20_st
6.628
0.02418
8.38
0.04051


U23_st
1.987
0.30687
4.44
0.04056


mmu-miR-20b_st
5.357
0.03805
5.69
0.04076


hsa-miR-130a_st
41.810
0.00162
37.84
0.04084


ppy-let-7a_st
1.416
0.04864
2.93
0.04101


csa-miR-92a_st
3.705
0.03520
6.10
0.04125


mmu-miR-17_st
4.305
0.00231
6.80
0.04145


gga-let-7a_st
1.092
0.43450
2.81
0.04189


xtr-let-7a_st
1.332
0.11817
2.82
0.04190


U81_x_st
0.898
0.52674
13.27
0.04218


ppy-let-7d_st
1.155
0.18837
2.71
0.04227


HBII-13_x_st
0.547
0.06825
3.11
0.04229


oan-miR-17_st
4.067
0.00209
8.75
0.04251


mne-miR-125b_st
12.582
0.00578
117.36
0.04267


bta-let-7c_st
1.135
0.46056
2.94
0.04279


oan-miR-221_st
1.938
0.01090
3.73
0.04289


hsa-let-7b_st
1.403
0.14846
2.69
0.04313


U104_st
0.976
0.54150
3.13
0.04345


dre-miR-181a_st
2.225
0.01675
2.46
0.04346


mmu-let-7a_st
1.238
0.23064
2.97
0.04363


mmu-let-7c_st
1.431
0.15512
3.07
0.04364


ssc-miR-92b_st
4.308
0.02123
5.99
0.04375


cfa-miR-106a_st
4.615
0.00091
6.98
0.04381


eca-let-7c_st
1.369
0.13543
2.39
0.04383


ptr-miR-125b_st
15.190
0.00500
139.67
0.04397


mdo-miR-106_st
4.647
0.00532
6.85
0.04409


xtr-miR-222_st
1.662
0.08341
3.32
0.04431


hsa-miR-106a_st
4.650
0.00480
6.22
0.04435


der-miR-125_st
21.255
0.00592
127.58
0.04440


U94_st
0.954
0.91991
7.41
0.04463


age-miR-125b_st
15.088
0.00108
168.28
0.04471


U30_st
1.136
0.52509
7.51
0.04475


ppy-miR-17-5p_st
5.224
0.00162
6.71
0.04484


mgh28S-2411_st
0.971
0.91049
8.42
0.04506


dre-miR-130a_st
32.689
0.00633
49.98
0.04542


bta-miR-17-5p_st
5.039
0.00999
7.30
0.04543


ggo-miR-130a_st
62.415
0.00301
65.30
0.04552


mdo-miR-125b_st
13.108
0.00085
126.23
0.04562


HBII-99_st
1.850
0.02812
10.52
0.04613


HBII-295_st
0.843
0.53757
5.09
0.04634


oan-miR-181a_st
2.448
0.02697
2.51
0.04649


U38A_st
0.813
0.56816
4.81
0.04691


dre-miR-20b_st
5.932
0.00389
9.99
0.04753


fru-miR-125b_st
16.310
0.00139
243.59
0.04755


ACA2b_st
1.179
0.60115
3.98
0.04796


lca-miR-125b_st
12.266
0.02183
112.06
0.04802


xtr-miR-106_st
4.870
0.00687
8.41
0.04833


mne-miR-130a_st
42.588
0.00026
27.74
0.04892


mne-miR-17-5p_st
4.414
0.00649
6.92
0.04903


xtr-miR-20b_st
5.226
0.03051
6.32
0.04919


ppa-miR-106a_st
4.335
0.00413
6.71
0.04922


ptr-miR-181a_st
2.201
0.03174
2.42
0.04929


tgu-let-7d_st
1.126
0.52359
3.45
0.04929


ACA3-2_x_st
0.769
0.35516
9.53
0.04930


oan-miR-125_st
12.043
0.00719
119.98
0.04957


HBI-61_x_st
1.172
0.67476
13.39
0.04962


ENSG00000238956_s_st
0.846
0.11845
9.45
0.04967


tgu-miR-181a_st
2.031
0.05808
2.16
0.04967


sla-miR-106a_st
5.287
0.00941
6.70
0.04969


U46_s_st
1.053
0.78482
10.83
0.04977


ppy-miR-25_st
1.640
0.00578
2.71
0.04977


dgr-let-7_st
1.020
0.83215
2.56
0.04983


dvi-let-7_st
1.193
0.07667
2.83
0.04985


fru-miR-181a_st
1.833
0.04877
2.38
0.04988


mml-let-7d_st
1.180
0.51491
2.98
0.04990


mne-miR-181b_st
3.197
0.04686
3.11
0.04992


U28_x_st
1.430
0.50491
5.39
0.05026


tni-miR-25_st
1.678
0.03208
3.09
0.05035


sko-miR-125_st
13.767
0.00239
185.42
0.05106


ACA34_x_st
2.011
0.29384
9.95
0.05116


dre-miR-125c_st
22.749
0.01126
114.17
0.05127


tni-let-7a_st
1.414
0.03282
2.35
0.05131


dre-miR-130c_st
50.779
0.01653
28.17
0.05137


mmu-miR-181c_st
2.184
0.33264
4.51
0.05161


hp_hsa-mir-1248_s_st
2.007
0.39911
6.84
0.05162


SNORD127_st
1.003
0.99378
2.08
0.05168


ggo-miR-181c_st
3.075
0.21935
4.10
0.05170


hsa-miR-17_st
4.214
0.00146
5.60
0.05186


spu-let-7_st
1.278
0.23947
3.01
0.05211


rno-miR-125b-5p_st
16.188
0.00910
136.94
0.05243


cfa-miR-20a_st
3.929
0.01593
13.19
0.05249


dse-miR-125_st
17.286
0.01764
138.31
0.05257


ggo-miR-20_st
4.338
0.00949
8.00
0.05264


dre-let-7c_st
1.220
0.41494
2.68
0.05269


rno-miR-130a_st
39.791
0.00036
43.10
0.05277


oan-miR-20b_st
4.316
0.02685
8.16
0.05281


mml-miR-125b_st
19.971
0.00064
73.74
0.05287


tni-miR-20_st
4.418
0.01210
9.32
0.05301


eca-miR-20b_st
6.020
0.03611
10.60
0.05316


cfa-miR-127_st
1.003
0.99440
8.38
0.05319


ACA2b_x_st
1.099
0.73497
2.34
0.05321


gga-miR-106_st
4.049
0.01217
6.91
0.05332


U27_x_st
0.683
0.02488
8.87
0.05341


dya-let-7_st
1.171
0.03010
3.32
0.05357


age-miR-20_st
4.178
0.01366
8.10
0.05362


mne-miR-106a_st
4.337
0.00931
5.74
0.05374


ptr-miR-181d_st
6.369
0.05758
5.44
0.05389


bta-miR-106_st
4.025
0.00277
7.94
0.05415


odi-let-7d_st
1.570
0.28430
2.79
0.05419


ACA44_s_st
1.210
0.64248
20.55
0.05426


dan-miR-100_st
4.634
0.33777
2.64
0.05430


ENSG00000207118_st
0.927
0.79737
4.10
0.05434


ptr-miR-20a_st
4.341
0.01962
7.31
0.05470


ACA44_st
1.727
0.51450
60.39
0.05471


mdo-miR-130a_st
43.301
0.00413
42.49
0.05471


mml-miR-106a_st
4.317
0.00708
7.56
0.05491


fru-miR-222_st
1.627
0.14515
2.66
0.05533


cfa-let-7a_st
1.178
0.10580
2.81
0.05544


ppy-miR-106a_st
4.318
0.00390
5.97
0.05550


U26_st
0.949
0.64108
4.10
0.05569


fru-miR-20_st
4.091
0.01398
6.62
0.05575


dre-let-7g_st
0.944
0.72443
4.90
0.05576


U19_st
3.571
0.02641
12.81
0.05581


ACA13_st
1.984
0.09370
4.94
0.05587


cfa-let-7e_st
1.049
0.91672
3.43
0.05593


hp_hsa-mir-92b_st
2.185
0.06183
2.49
0.05618


dre-miR-17a_st
4.764
0.00244
7.26
0.05621


dre-miR-20a_st
5.589
0.00734
9.27
0.05621


xtr-let-7e_st
2.054
0.13768
2.14
0.05626


U63_st
0.752
0.02906
5.18
0.05655


mdo-let-7d_st
1.124
0.50769
2.23
0.05687


xtr-miR-125b_st
16.464
0.00032
97.84
0.05709


xtr-miR-20a_st
4.447
0.00749
8.60
0.05726


bta-miR-125b_st
20.363
0.00219
153.42
0.05732


mml-let-7e_st
1.111
0.84202
3.10
0.05738


U93_st
2.167
0.13692
3.52
0.05746


bta-let-7a_st
1.194
0.25237
2.53
0.05762


dse-let-7_st
1.140
0.01718
2.59
0.05779


rno-miR-181a_st
1.866
0.04014
2.64
0.05783


ptr-let-7d_st
1.199
0.31854
2.48
0.05811


fru-let-7b_st
1.613
0.02224
2.19
0.05855


SNORA38B_x_st
1.484
0.14067
3.16
0.05860


eca-miR-125b-5p_st
15.263
0.02222
78.94
0.05903


ssc-miR-222_st
1.986
0.06750
2.95
0.05911


ptr-miR-17-5p_st
4.713
0.00168
5.41
0.05920


xtr-miR-130a_st
71.755
0.01083
36.83
0.05934


dwi-miR-125_st
16.899
0.00654
244.11
0.05947


oan-miR-1357_st
1.475
0.15335
7.44
0.05980


mmu-miR-20a_st
4.442
0.01300
7.84
0.05996


U55_st
0.876
0.37229
8.28
0.05997


snR39B_x_st
0.959
0.59998
6.09
0.06004


mmu-miR-1839-3p_st
1.647
0.01970
18.20
0.06048


sla-miR-20_st
4.748
0.02370
8.21
0.06061


snR38C_st
1.225
0.35697
4.72
0.06086


ppy-miR-361-5p_st
0.949
0.24847
2.94
0.06096


U17b_st
2.273
0.16676
3.27
0.06114


dre-miR-126_st
58.815
0.00325
42.37
0.06124


lla-miR-20_st
4.033
0.02023
7.85
0.06124


cfa-let-7c_st
1.285
0.24720
2.51
0.06134


odi-let-7c_st
1.530
0.30166
3.00
0.06137


mdo-miR-20_st
4.145
0.00970
5.81
0.06140


eca-let-7e_st
0.902
0.73644
4.47
0.06145


dmo-miR-100_st
4.214
0.32083
2.61
0.06148


ptr-miR-20b_st
6.607
0.03971
7.85
0.06158


cte-miR-92b_st
4.563
0.01973
4.69
0.06169


ssc-let-7f_st
1.152
0.26257
3.21
0.06197


rno-miR-352_st
1.075
0.73990
3.71
0.06205


U107_st
1.032
0.87099
13.28
0.06219


mgh28S-2409_st
0.993
0.94555
9.64
0.06226


ppy-let-7e_st
1.017
0.97096
3.26
0.06238


rno-let-7c_st
1.388
0.03540
2.83
0.06252


U3-4_s_st
2.087
0.27742
8.06
0.06269


rno-miR-126_st
74.410
0.00381
39.93
0.06269


U57_st
0.929
0.73037
15.97
0.06300


mne-miR-99a_st
21.051
0.00290
78.77
0.06302


eca-miR-99b_st
0.358
0.35577
5.91
0.06330


ACA61_st
0.916
0.87608
3.76
0.06339


sko-let-7_st
1.220
0.14594
2.94
0.06367


ppa-miR-181c_st
2.497
0.26929
4.75
0.06436


lla-miR-17-5p_st
5.313
0.01255
6.32
0.06438


E3_x_st
1.155
0.58004
3.13
0.06439


gga-miR-155_st
1.515
0.28965
3.57
0.06472


ENSG00000202252_st
0.563
0.05624
2.62
0.06476


tgu-let-7a_st
1.135
0.29373
2.79
0.06477


mdo-let-7a_st
1.208
0.10826
2.33
0.06490


gga-miR-20a_st
5.586
0.00521
7.08
0.06500


tca-miR-125_st
13.565
0.00267
170.40
0.06517


ggo-miR-106a_st
4.506
0.00497
4.63
0.06524


mdo-miR-17-5p_st
4.738
0.00592
5.51
0.06533


crm-let-7_st
1.144
0.06035
3.29
0.06546


U3-2B_s_st
1.917
0.22022
13.65
0.06563


U71b_x_st
1.834
0.14599
5.86
0.06571


HBII-180C_x_st
1.394
0.14794
97.57
0.06578


bta-let-7d_st
1.197
0.34182
2.78
0.06590


ENSG00000200288_x_st
1.309
0.08328
6.05
0.06595


aga-miR-125_st
24.938
0.01208
150.86
0.06599


eca-miR-20a_st
4.655
0.01386
6.69
0.06601


fru-miR-17_st
4.808
0.00025
7.61
0.06603


dre-miR-126b_st
107.301
0.00958
57.84
0.06637


fru-miR-30b_st
1.799
0.15606
3.25
0.06657


HBII-202_st
0.925
0.57962
5.59
0.06685


dan-let-7_st
1.157
0.20716
2.62
0.06688


lca-miR-17-5p_st
3.919
0.00594
6.15
0.06724


ACA42_st
1.774
0.28581
3.50
0.06739


sla-miR-125b_st
17.345
0.01447
170.54
0.06746


cfa-miR-130a_st
31.492
0.00035
24.70
0.06765


ACA17_st
2.574
0.10119
33.39
0.06773


tgu-miR-20b_st
7.096
0.01521
6.34
0.06803


snR39B_s_st
0.785
0.13035
6.51
0.06840


fru-miR-130_st
138.404
0.00289
86.43
0.06850


eca-miR-106a_st
3.991
0.00377
6.17
0.06881


eca-miR-130a_st
59.044
0.00524
51.62
0.06883


bta-miR-20a_st
5.498
0.00767
5.97
0.06884


mml-miR-128a_st
1.752
0.06301
4.18
0.06917


tgu-miR-125-1-star_st
1.614
0.30277
3.34
0.06938


bfl-let-7_st
1.253
0.05196
2.72
0.06939


cin-let-7c_st
1.192
0.51789
2.68
0.06939


aae-miR-125_st
21.593
0.00082
139.89
0.06947


SNORD121B_st
1.362
0.40378
3.23
0.06976


ptr-miR-486_st
21.089
0.11093
26.22
0.07001


cfa-miR-20b_st
7.305
0.00143
7.22
0.07007


hsa-miR-320d_st
1.725
0.08109
2.91
0.07061


tni-miR-222_st
1.945
0.02565
3.94
0.07078


oan-miR-130c_st
27.854
0.02445
45.45
0.07083


hsa-let-7a_st
1.213
0.13715
2.37
0.07084


U73a_st
0.885
0.45381
8.24
0.07085


eca-miR-19b_st
2.754
0.00804
4.61
0.07085


HBII-85-4_x_st
1.592
0.21184
3.49
0.07086


gga-miR-181a_st
2.154
0.03290
2.40
0.07090


oan-miR-106_st
4.770
0.00170
6.48
0.07094


U27_st
0.744
0.12952
11.95
0.07118


tgu-let-7c_st
1.153
0.39530
2.54
0.07167


hsa-miR-221_st
1.682
0.01649
2.84
0.07177


mml-miR-30a-5p_st
0.945
0.90018
2.45
0.07184


bta-miR-181d_st
4.318
0.05482
4.35
0.07213


mml-miR-181d_st
8.406
0.04743
6.19
0.07215


hsa-miR-551a_st
4.572
0.13278
2.10
0.07229


mml-miR-363_st
4.693
0.01956
4.76
0.07246


mdo-miR-19b_st
2.725
0.00943
4.81
0.07259


xtr-miR-221_st
2.057
0.03837
3.79
0.07262


tni-miR-17_st
5.999
0.00109
7.80
0.07281


rno-miR-222_st
2.280
0.04448
3.26
0.07286


ptr-miR-374b_st
2.237
0.38826
5.63
0.07313


mmu-miR-106a_st
3.467
0.00290
6.48
0.07314


ssc-miR-125b_st
17.351
0.00345
95.00
0.07320


SNORD119_st
0.808
0.48763
3.88
0.07323


hsa-miR-126_st
87.559
0.01065
49.53
0.07374


hsa-let-7d_st
1.241
0.41867
2.58
0.07374


bta-miR-221_st
2.061
0.00267
3.77
0.07402


ppy-miR-196b_st
36.923
0.03940
18.35
0.07425


ame-miR-92b_st
4.776
0.02692
13.91
0.07447


v11_rno-miR-17_st
4.585
0.00395
5.56
0.07455


tgu-miR-130c_st
38.484
0.01038
63.54
0.07458


U59B_st
0.713
0.02028
5.05
0.07461


ptr-miR-126_st
74.871
0.00482
50.39
0.07470


rno-miR-17-5p_st
4.146
0.01037
5.60
0.07513


sla-miR-17-5p_st
4.277
0.01083
8.82
0.07545


U30_x_st
0.941
0.52594
5.33
0.07556


bta-miR-361_st
1.249
0.22446
3.09
0.07556


bta-miR-20b_st
4.299
0.00751
6.46
0.07597


eca-miR-221_st
1.873
0.02550
3.05
0.07599


isc-let-7_st
1.179
0.23343
2.54
0.07610


HBII-436_st
0.291
0.06181
2.70
0.07612


tni-miR-126_st
53.753
0.01201
37.51
0.07640


ppy-miR-19b_st
2.965
0.01449
6.42
0.07678


HBII-85-2_x_st
1.527
0.30209
6.03
0.07684


eca-miR-30b_st
1.153
0.38478
3.22
0.07702


lla-miR-93_st
1.984
0.07515
3.15
0.07726


ptr-miR-1271_st
2.450
0.20100
3.14
0.07745


mmu-miR-30b_st
1.130
0.45332
3.32
0.07749


U58A_st
1.406
0.33492
5.65
0.07753


cbr-let-7_st
1.349
0.20150
3.22
0.07772


mml-let-7a_st
1.317
0.05865
2.63
0.07816


U97_st
1.286
0.57088
6.86
0.07819


U38B_st
0.828
0.32794
8.47
0.07822


ACA15_x_st
2.520
0.00701
7.69
0.07829


U35B_st
1.206
0.06776
2.83
0.07835


mml-let-7c_st
1.368
0.07602
2.52
0.07851


hp_hsa-mir-1259_s_st
5.074
0.12224
2.77
0.07855


tgu-miR-126_st
49.419
0.00935
39.01
0.07855


mml-miR-130a_st
50.052
0.01207
30.15
0.07858


ppc-let-7_st
1.209
0.08969
2.53
0.07870


U79_st
1.116
0.61105
7.64
0.07874


ACA24_s_st
2.040
0.00213
47.41
0.07892


oan-miR-130b_st
53.215
0.00178
40.32
0.07896


hsa-let-7f_st
1.352
0.12339
2.97
0.07925


gga-miR-125b_st
13.977
0.00186
233.04
0.07930


hp_rno-mir-126_st
8.416
0.21903
4.73
0.07930


ppy-miR-221_st
1.804
0.02524
3.71
0.07930


U96a_x_st
0.819
0.55387
6.56
0.07951


fru-let-7d_st
3.161
0.05603
6.46
0.07962


rno-let-7d_st
1.226
0.21458
2.57
0.07966


oan-miR-126_st
52.673
0.00608
36.94
0.07967


dwi-let-7_st
1.162
0.12523
2.56
0.07982


fru-miR-30d_st
1.117
0.21240
2.60
0.07990


HBII-234_x_st
1.481
0.08280
3.43
0.08014


mdo-miR-222a_st
1.943
0.09064
3.41
0.08019


xtr-miR-320_st
2.067
0.13300
2.30
0.08032


U56_st
0.969
0.86299
16.39
0.08079


age-miR-106a_st
4.857
0.01079
6.04
0.08115


bmo-let-7_st
1.296
0.08673
2.72
0.08131


xtr-let-7b_st
1.163
0.66184
3.76
0.08134


rno-let-7e_st
1.022
0.96828
3.26
0.08136


ppy-miR-181c_st
2.449
0.24187
4.22
0.08146


cfa-miR-222_st
2.354
0.03241
3.31
0.08147


U3-3_s_st
2.728
0.21209
14.77
0.08156


eca-miR-490-5p_st
2.474
0.01544
3.24
0.08192


dre-miR-222_st
2.134
0.06343
3.16
0.08217


tni-let-7d_st
3.067
0.03128
10.70
0.08252


U41_st
1.804
0.29129
8.19
0.08351


ggo-miR-17-5p_st
5.365
0.00829
6.11
0.08352


ssc-miR-221_st
1.590
0.02462
3.77
0.08355


gga-miR-130c_st
30.262
0.01172
30.81
0.08359


lgi-let-7_st
1.261
0.03642
2.49
0.08362


cre-miR919.1_st
1.002
0.99248
2.15
0.08395


U83B_st
0.765
0.19479
8.79
0.08417


hsa-miR-20a_st
5.284
0.01236
5.49
0.08426


eca-let-7f_st
1.418
0.12553
2.83
0.08431


ssc-miR-106a_st
5.219
0.00651
6.15
0.08440


cfa-miR-125b_st
12.618
0.00247
137.81
0.08449


hsa-miR-664-star_st
2.487
0.39109
3.14
0.08480


bta-miR-126_st
41.633
0.00866
51.49
0.08487


U16_st
1.351
0.36372
6.14
0.08506


ptr-miR-93_st
1.756
0.04226
3.05
0.08522


U44_x_st
0.907
0.07031
13.22
0.08538


hsa-miR-181c_st
2.798
0.19841
5.88
0.08560


dre-miR-155_st
0.955
0.88940
3.01
0.08561


cin-miR-126_st
101.452
0.01037
67.37
0.08569


mml-miR-20a_st
4.155
0.01864
6.31
0.08598


oan-let-7e_st
1.680
0.38133
3.45
0.08599


lla-miR-99a_st
15.925
0.00747
92.99
0.08606


nvi-miR-125_st
19.186
0.00456
212.18
0.08609


rno-miR-181c_st
2.950
0.12882
6.23
0.08617


spu-miR-125_st
21.639
0.00193
172.38
0.08631


U42B_x_st
0.785
0.50376
3.91
0.08638


oan-miR-155_st
1.063
0.73327
4.63
0.08640


eca-miR-486-5p_st
10.128
0.10022
8.94
0.08644


rlcv-miR-rL1-4-3p_st
1.890
0.04617
2.14
0.08654


rno-miR-20b-5p_st
9.293
0.04084
5.39
0.08681


dmo-let-7_st
1.181
0.01860
2.32
0.08681


cte-let-7_st
1.095
0.35111
3.07
0.08702


ENSG00000206903_s_st
3.436
0.00034
53.70
0.08704


tgu-miR-106_st
4.836
0.00435
5.09
0.08710


ssc-miR-361-5p_st
1.181
0.17652
3.71
0.08756


ppa-miR-17-5p_st
5.085
0.01214
5.36
0.08782


dme-miR-1001_st
1.271
0.34843
2.18
0.08789


ptr-miR-106a_st
4.794
0.00452
6.10
0.08862


HBII-85-21_x_st
1.116
0.77763
2.40
0.08875


ppy-miR-20_st
4.644
0.01481
7.92
0.08884


ptr-miR-155_st
1.391
0.04128
4.25
0.08886


dre-let-7a_st
1.441
0.14916
2.31
0.08915


xtr-miR-126_st
42.730
0.00061
68.92
0.08932


mml-miR-146a_st
0.997
0.99486
3.45
0.08960


ENSG00000207062_s_st
3.048
0.14477
5.85
0.08973


xtr-miR-130c_st
41.915
0.00125
55.10
0.09004


cfa-miR-221_st
1.855
0.00528
3.75
0.09013


tgu-miR-222_st
1.757
0.08336
2.57
0.09022


mmu-miR-221_st
1.630
0.11300
3.64
0.09031


U72_x_st
1.402
0.57828
5.33
0.09031


age-miR-222_st
1.826
0.13251
2.92
0.09035


ppy-miR-374a_st
1.626
0.50877
2.19
0.09036


xtr-miR-30b_st
0.896
0.33559
3.57
0.09037


HBI-61_s_st
1.242
0.62854
4.02
0.09048


gga-miR-126_st
117.205
0.00352
36.29
0.09052


cfa-miR-19b_st
2.792
0.01143
5.98
0.09057


ptr-let-7a_st
1.350
0.07648
2.77
0.09085


ACA43_st
3.758
0.25446
7.88
0.09108


ACA54_st
0.509
0.13712
6.56
0.09127


mmu-miR-126-3p_st
66.446
0.00083
41.22
0.09132


ACA6_st
1.551
0.30925
12.64
0.09142


xtr-miR-99_st
17.928
0.00898
106.73
0.09147


age-miR-17-5p_st
5.156
0.00256
6.31
0.09174


fru-miR-126_st
46.057
0.01363
43.18
0.09178


cfa-miR-30b_st
1.099
0.70143
3.40
0.09206


mmu-miR-130a_st
31.400
0.00156
49.44
0.09228


bta-miR-100_st
31.511
0.06511
47.30
0.09230


U49B_x_st
1.828
0.08536
2.98
0.09232


csa-let-7c_st
1.153
0.36408
2.09
0.09265


bta-let-7e_st
0.676
0.44173
3.93
0.09275


U82_st
1.258
0.11865
16.79
0.09282


ENSG00000207130_s_st
1.741
0.01966
38.24
0.09309


ptr-miR-181c_st
3.803
0.12010
5.35
0.09312


HBII-142_st
0.628
0.15891
7.89
0.09356


mmu-miR-196b_st
40.365
0.07178
21.64
0.09374


tgu-let-7b_st
1.664
0.05765
2.57
0.09401


lca-miR-20_st
4.074
0.00895
5.61
0.09434


mml-miR-126_st
67.097
0.00825
25.18
0.09437


HBII-429_st
0.846
0.48641
4.79
0.09442


dmo-miR-125_st
18.662
0.00840
102.72
0.09449


ACA28_st
1.522
0.28595
8.07
0.09462


HBII-85-14_x_st
1.583
0.41692
3.38
0.09468


rno-miR-20a_st
5.340
0.00909
5.97
0.09495


rno-let-7a_st
1.245
0.25442
2.39
0.09495


oan-miR-19b_st
2.745
0.00032
5.20
0.09510


U24_st
1.097
0.13790
4.16
0.09516


ssc-miR-335_st
11.154
0.05081
18.92
0.09542


oan-miR-181c_st
4.008
0.04585
4.43
0.09554


HBII-135_x_st
1.310
0.36480
9.50
0.09576


csa-miR-126_st
81.124
0.02720
48.65
0.09580


cel-let-7_st
1.165
0.33132
2.55
0.09595


gga-miR-222_st
1.964
0.04312
3.20
0.09605


fru-let-7g_st
1.022
0.87271
3.79
0.09607


U18A_x_st
0.848
0.51466
3.06
0.09615


mmu-miR-181a-1-star_st
2.965
0.08999
4.18
0.09626


ENSG00000207410_x_st
3.063
0.07015
3.31
0.09639


bta-let-7f_st
1.225
0.18932
2.78
0.09664


U3-2_s_st
2.296
0.20656
9.68
0.09696


dre-miR-99_st
20.858
0.00685
99.08
0.09697


eca-miR-363_st
3.742
0.01473
4.05
0.09708


fru-miR-100_st
31.946
0.05416
33.54
0.09720


tca-let-7_st
1.193
0.08670
2.84
0.09765


ssc-miR-196b_st
73.895
0.00745
40.45
0.09766


cfa-miR-99a_st
11.803
0.00914
81.84
0.09767


hp_rno-mir-17-1_x_st
2.959
0.06139
3.73
0.09823


cqu-miR-125_st
10.887
0.02103
93.72
0.09830


U78_x_st
1.884
0.22532
4.67
0.09843


hp_mmu-mir-126_st
6.315
0.01691
3.08
0.09857


bta-miR-181c_st
3.504
0.04779
5.57
0.09885


dre-miR-19d_st
3.303
0.01734
5.86
0.09891


ssc-miR-181c_st
2.521
0.10228
3.07
0.09892


dps-let-7_st
1.276
0.05303
2.58
0.09892


gga-miR-221_st
1.681
0.02721
3.48
0.09896


U62B_s_st
1.122
0.75577
8.29
0.09905


ptr-miR-130b_st
4.526
0.03668
14.21
0.09966


lla-miR-25_st
1.775
0.05896
3.34
0.09967


mdo-miR-181c_st
2.029
0.10842
2.07
0.09981


cfa-miR-25_st
1.708
0.00392
2.83
0.10026


mgU6-77_st
1.552
0.46382
94.13
0.10074


eca-miR-99a_st
22.843
0.01962
149.55
0.10077


mdo-miR-146a_st
0.878
0.81154
3.51
0.10103


eca-miR-126-3p_st
42.038
0.00066
41.34
0.10132


ssc-let-7a_st
1.265
0.30592
2.56
0.10141


mmu-miR-423-3p_st
1.100
0.69599
4.09
0.10166


bta-miR-30c_st
0.858
0.49218
2.54
0.10173


ppy-miR-126_st
53.796
0.00843
34.31
0.10176


ENSG00000212615_x_st
0.814
0.51327
4.46
0.10183


cqu-miR-100_st
20.842
0.02265
37.50
0.10191


ACA33_st
3.072
0.02115
8.77
0.10216


ppa-miR-181b_st
2.794
0.05781
3.21
0.10222


ENSG00000221164_x_st
1.349
0.62375
2.31
0.10270


U35A_st
0.778
0.54484
8.27
0.10281


eca-miR-196b_st
56.946
0.05138
26.17
0.10305


mdo-miR-93_st
1.862
0.04620
3.82
0.10308


ENSG00000252840_s_st
1.572
0.31965
16.33
0.10331


cfa-miR-374b_st
1.888
0.42871
2.84
0.10368


sla-miR-19b_st
2.931
0.00686
5.33
0.10453


hsa-miR-222_st
2.089
0.04507
3.23
0.10455


hsa-let-7e_st
1.322
0.62906
3.43
0.10486


mml-miR-20b_st
5.038
0.04441
7.62
0.10497


ENSG00000201042_x_st
1.058
0.73952
3.06
0.10540


ssc-miR-130a_st
39.858
0.00095
46.31
0.10610


xla-miR-19b_st
3.396
0.00188
4.33
0.10620


lla-miR-19b_st
3.915
0.00654
4.51
0.10621


ACA34_st
1.493
0.25740
11.25
0.10626


ppy-miR-30d_st
1.102
0.53795
2.14
0.10630


mmu-miR-93_st
1.910
0.12015
4.06
0.10637


HBI-100_st
1.176
0.10895
2.98
0.10645


ACA58_x_st
2.369
0.21154
5.61
0.10648


tni-miR-221_st
1.792
0.05718
3.85
0.10693


oan-miR-20a_st
9.742
0.04738
14.00
0.10697


mml-miR-19b_st
3.680
0.00704
4.54
0.10727


rno-miR-322_st
2.370
0.28247
3.56
0.10744


dpu-miR-10_st
118.855
0.01266
142.39
0.10746


SNORD125_st
0.924
0.67966
4.72
0.10779


dre-let-7e_st
1.211
0.36558
5.50
0.10789


mne-miR-30c_st
0.854
0.28609
2.33
0.10794


fru-miR-25_st
1.686
0.07555
2.57
0.10805


ENSG00000252213_st
7.723
0.02540
18.26
0.10828


rno-miR-30b-5p_st
1.628
0.13000
2.73
0.10926


rno-miR-99a_st
14.328
0.01276
142.85
0.10933


ptr-miR-664_st
3.086
0.09075
4.33
0.10939


bta-miR-222_st
1.766
0.11403
3.22
0.10958


ame-let-7_st
1.120
0.00507
2.56
0.10989


cfa-miR-196b_st
72.380
0.03099
47.02
0.11036


ppy-miR-222_st
1.847
0.10182
3.02
0.11041


gga-miR-1564_st
1.365
0.37514
2.83
0.11060


tca-miR-100_st
23.828
0.05200
51.06
0.11076


ggo-miR-19b_st
2.769
0.00315
4.43
0.11090


U32B_x_st
0.674
0.41686
2.08
0.11095


ACA32_st
1.327
0.02240
6.09
0.11187


fru-miR-181a-star_st
2.623
0.16187
4.23
0.11251


mne-miR-20_st
4.563
0.01910
8.55
0.11255


ACA20_x_st
0.930
0.91189
4.66
0.11260


dre-let-7b_st
1.992
0.00956
2.57
0.11291


mml-miR-30c_st
0.712
0.23579
2.29
0.11300


ggo-miR-99a_st
15.539
0.00369
110.63
0.11357


ppy-let-7f_st
1.275
0.03632
2.45
0.11367


U49A_s_st
1.276
0.52802
12.42
0.11419


v11_hsa-miR-768-3p_st
0.486
0.00604
7.32
0.11488


ENSG00000199411_s_st
0.782
0.41821
2.18
0.11498


ACA21_st
1.571
0.28596
3.10
0.11501


ggo-miR-221_st
2.070
0.03021
2.83
0.11525


ppy-miR-99a_st
21.642
0.03143
143.12
0.11549


age-miR-10a_st
140.744
0.04072
126.20
0.11569


ACA3-2_st
0.760
0.57316
26.31
0.11610


U75_st
1.268
0.64276
2.20
0.11614


U52_st
0.971
0.91927
9.39
0.11620


gga-miR-99a_st
13.435
0.01145
134.46
0.11621


U65_st
3.505
0.22210
6.52
0.11627


oan-miR-146a_st
0.707
0.53403
2.80
0.11634


mml-miR-155_st
1.156
0.55848
3.75
0.11644


gga-miR-30b_st
1.531
0.23444
2.85
0.11663


tgu-miR-30d-5p_st
1.076
0.62823
2.20
0.11693


HBII-251_st
0.975
0.94509
7.75
0.11711


gga-miR-10a_st
106.585
0.04404
175.39
0.11711


U71c_st
1.646
0.29547
4.19
0.11758


gga-miR-19b_st
3.924
0.01953
5.52
0.11780


hsa-miR-93_st
1.994
0.02067
3.79
0.11838


ACA26_st
2.003
0.14560
4.83
0.11878


der-let-7_st
1.114
0.28034
2.20
0.11883


hsa-miR-30b_st
1.421
0.24490
3.30
0.11889


ssc-miR-19b_st
2.823
0.00112
5.00
0.11891


mml-miR-30b_st
1.216
0.41861
3.13
0.11891


ppy-miR-30b_st
1.223
0.45114
3.07
0.11914


oan-let-7f_st
1.196
0.16058
2.91
0.11947


U77_st
1.776
0.13534
3.03
0.11954


ppy-miR-20b_st
5.892
0.01874
6.20
0.11958


ACA41_st
1.895
0.17257
5.04
0.12010


fru-miR-19b_st
2.693
0.00002
6.43
0.12019


tgu-miR-146c_st
0.891
0.80300
3.74
0.12021


fru-miR-221_st
1.538
0.09515
3.06
0.12028


eca-miR-423-3p_st
1.304
0.24679
5.33
0.12036


cqu-let-7_st
1.703
0.11974
3.21
0.12051


bfl-miR-100_st
29.969
0.03172
45.41
0.12069


HBII-85-3_x_st
1.375
0.46138
2.13
0.12071


xtr-let-7f_st
1.387
0.10862
2.36
0.12073


ACA48_st
1.409
0.31614
2.91
0.12103


ame-miR-100_st
21.271
0.03322
53.81
0.12103


ENSG00000207118_x_st
0.995
0.98106
3.05
0.12141


mmu-miR-19b_st
3.089
0.00652
5.49
0.12142


HBII-95B_st
0.925
0.80860
2.12
0.12162


ptr-let-7e_st
1.071
0.88827
2.64
0.12165


ggo-miR-25_st
1.537
0.02163
3.30
0.12187


hp_mmu-mir-20b_st
1.240
0.28002
2.22
0.12206


ACA33_x_st
2.144
0.11124
6.62
0.12220


rno-miR-130b_st
3.031
0.05305
7.52
0.12221


eca-miR-222_st
1.876
0.07683
3.45
0.12260


U60_x_st
0.777
0.47355
9.03
0.12298


rno-miR-361_st
1.114
0.25444
3.28
0.12301


U77_x_st
2.163
0.04014
2.49
0.12320


gga-let-7f_st
1.299
0.07405
2.58
0.12334


mml-miR-99a_st
18.591
0.00637
123.61
0.12358


cqu-miR-10-star_st
98.178
0.02590
168.91
0.12400


HBII-296B_x_st
0.940
0.74152
6.12
0.12422


nvi-miR-10_st
133.177
0.04273
120.04
0.12423


ppa-miR-10a_st
142.467
0.01060
188.10
0.12521


mne-miR-181a_st
2.226
0.03199
2.65
0.12553


dre-miR-19c_st
3.531
0.00246
5.02
0.12560


rno-miR-30d_st
0.885
0.36330
2.72
0.12563


dpe-let-7_st
1.170
0.21514
2.35
0.12566


ppy-miR-146a_st
0.855
0.71770
2.98
0.12633


hsa-miR-146a_st
0.932
0.89575
4.64
0.12641


dre-miR-19b_st
2.915
0.00764
4.56
0.12646


ppa-miR-30d_st
1.039
0.81821
2.32
0.12665


U106_st
1.268
0.00156
6.10
0.12666


tgu-miR-130a_st
69.174
0.00816
30.28
0.12667


ENSG00000212378_s_st
1.589
0.17399
5.79
0.12679


U106_x_st
1.396
0.12723
7.74
0.12684


mne-miR-25_st
1.589
0.00935
3.43
0.12701


fru-miR-15b_st
1.380
0.34943
2.51
0.12804


ppa-miR-100_st
22.032
0.02989
48.68
0.12814


hp_mmu-mir-130a_st
1.895
0.01586
2.81
0.12863


lca-miR-19b_st
3.137
0.00329
5.89
0.12864


hp_rno-let-7b_x_st
1.053
0.92538
2.44
0.12886


ENSG00000201592_s_st
2.467
0.05826
2.61
0.12895


ppy-miR-93_st
2.293
0.10633
4.13
0.12911


ppa-miR-99a_st
19.451
0.01274
85.49
0.12915


hsa-miR-338-5p_st
0.566
0.58063
2.85
0.12918


oan-miR-181a-star_st
4.397
0.03242
5.27
0.12954


ppa-miR-20_st
4.401
0.02575
6.07
0.12958


ppy-miR-335_st
15.075
0.08304
25.08
0.13008


U102_st
0.878
0.52674
8.91
0.13030


tni-let-7g_st
1.020
0.92840
3.34
0.13039


ACA15_s_st
2.934
0.11304
7.42
0.13095


HBII-85-19_x_st
1.608
0.25458
6.74
0.13109


ENSG00000206603_s_st
2.872
0.41981
26.40
0.13116


U102_x_st
0.997
0.99161
2.50
0.13141


U15A_st
3.314
0.17897
7.46
0.13155


mmu-miR-100_st
23.397
0.02565
42.17
0.13172


ppy-miR-664_st
2.531
0.32051
3.77
0.13196


U22_st
1.030
0.92951
10.18
0.13197


ptr-miR-30b_st
1.103
0.71322
2.80
0.13211


csa-let-7a_st
1.052
0.82239
3.61
0.13224


ACA47_st
2.160
0.31734
3.08
0.13228


U95_x_st
0.778
0.14707
5.28
0.13229


ppa-miR-25_st
1.541
0.02135
3.25
0.13251


oan-miR-30b_st
1.057
0.63916
3.10
0.13295


ssc-miR-28-5p_st
0.975
0.79816
2.03
0.13312


lla-miR-30b_st
1.479
0.11088
2.36
0.13320


tni-miR-100_st
32.425
0.00883
64.17
0.13330


U66_st
2.432
0.12318
10.45
0.13337


eca-let-7a_st
1.260
0.14659
2.60
0.13348


age-miR-19b_st
3.609
0.00794
5.47
0.13362


ppy-miR-146b-5p_st
0.957
0.80283
3.85
0.13383


aga-miR-100_st
30.142
0.02293
37.12
0.13386


eca-miR-100_st
20.284
0.02526
49.72
0.13399


HBII-85-5_x_st
1.938
0.20932
2.25
0.13404


mmu-let-7f_st
1.379
0.14141
2.67
0.13418


bfl-miR-10b_st
2.424
0.05334
2.56
0.13420


eca-miR-25_st
1.939
0.02517
2.82
0.13438


dre-miR-128_st
1.911
0.12077
4.30
0.13442


hsa-miR-1271_st
2.154
0.24391
3.75
0.13563


gga-miR-17-3p_st
5.620
0.05345
7.69
0.13568


ggo-miR-100_st
16.955
0.02327
49.83
0.13572


oan-miR-99_st
15.686
0.00778
142.89
0.13652


ppy-miR-155_st
1.198
0.54472
3.40
0.13661


U36B_st
1.471
0.03597
12.13
0.13694


mmu-miR-146a_st
0.899
0.77969
3.30
0.13708


oan-miR-222a_st
1.857
0.10377
3.06
0.13717


rno-let-7f_st
1.301
0.20344
2.42
0.13764


mml-miR-30d_st
0.961
0.83344
2.78
0.13773


bta-miR-335_st
8.878
0.04274
26.46
0.13778


eca-miR-335_st
13.213
0.03016
53.07
0.13783


mmu-miR-10a_st
133.683
0.02853
276.57
0.13790


hsa-miR-10a_st
122.877
0.02130
227.19
0.13845


ACA4_st
1.723
0.23794
2.42
0.13847


bta-miR-19b_st
2.770
0.00944
5.36
0.13896


ppa-miR-19b_st
3.271
0.01343
5.26
0.13929


lla-miR-30c_st
0.927
0.75661
2.02
0.13940


rno-miR-196b_st
62.078
0.02632
26.91
0.13947


ACA16_x_st
1.011
0.95853
18.87
0.13952


ssc-miR-99a_st
22.422
0.00591
94.99
0.13964


tgu-let-7e_st
1.166
0.65908
4.13
0.13971


hsa-miR-155_st
1.162
0.53223
3.26
0.13973


ENSG00000238936_x_st
0.890
0.71599
3.71
0.13993


ptr-miR-335_st
10.222
0.03904
17.78
0.14036


nve-miR-100_st
21.872
0.04761
60.17
0.14037


ggo-miR-26a_st
1.203
0.07198
2.20
0.14055


SNORA84_st
2.849
0.12171
3.28
0.14109


rno-miR-221_st
1.529
0.06872
2.85
0.14118


hsa-miR-335_st
14.667
0.06697
33.55
0.14124


lgi-miR-100_st
31.895
0.04602
39.97
0.14131


rno-miR-19b_st
3.196
0.00888
4.51
0.14140


bma-miR-100b_st
15.432
0.00367
68.56
0.14140


U38A_x_st
0.699
0.23868
4.83
0.14179


bta-miR-99a_st
12.357
0.02412
116.51
0.14184


ACA3_st
1.369
0.25739
5.19
0.14190


ACA41_x_st
1.877
0.15705
4.07
0.14216


ACA2a_st
2.534
0.12501
2.67
0.14220


ptr-miR-221_st
1.685
0.02846
3.00
0.14229


gga-let-7k_st
1.261
0.58093
3.94
0.14236


bmo-miR-2733c_st
0.976
0.94031
2.14
0.14246


ggo-miR-30a-3p_st
1.449
0.46356
2.03
0.14269


mne-miR-30d_st
1.202
0.04393
2.40
0.14272


ggo-miR-30b_st
1.165
0.33874
2.45
0.14280


cfa-miR-335_st
11.890
0.03790
40.59
0.14291


sla-miR-93_st
2.170
0.01484
2.79
0.14303


hsa-miR-363_st
4.903
0.02900
3.96
0.14330


mml-miR-100_st
19.431
0.01926
42.72
0.14348


spu-miR-10_st
158.609
0.02680
233.10
0.14455


xtr-miR-25_st
1.667
0.01082
3.07
0.14481


mmu-miR-99a_st
16.648
0.00856
113.59
0.14491


v49_ENSG00000201863_st
0.802
0.14959
2.14
0.14532


sko-miR-10_st
124.934
0.02256
160.89
0.14568


dre-miR-19a_st
3.122
0.01340
5.54
0.14569


hsa-miR-10b_st
34.371
0.19220
29.87
0.14586


U74_x_st
1.082
0.62075
3.90
0.14596


hsa-miR-622_st
0.774
0.61324
2.67
0.14600


bta-miR-130b_st
3.287
0.00694
5.47
0.14603


HBII-95_st
1.172
0.60227
2.78
0.14618


sla-miR-100_st
21.924
0.08885
51.44
0.14619


gga-miR-146a_st
0.842
0.76426
3.81
0.14631


ppy-miR-26a_st
1.151
0.19936
2.52
0.14651


age-miR-100_st
24.142
0.00554
102.31
0.14658


ppy-miR-181d_st
6.992
0.02377
4.54
0.14681


cfa-let-7f_st
1.249
0.14603
2.60
0.14686


bta-miR-486_st
34.782
0.03125
7.27
0.14702


U83A_st
3.017
0.16706
4.31
0.14734


mml-miR-19a_st
3.591
0.03371
5.53
0.14783


dsi-miR-10_st
142.249
0.05320
85.75
0.14846


mml-miR-181a_st
1.868
0.09146
2.09
0.14962


hsa-miR-19b_st
3.378
0.00307
4.44
0.14968


mne-miR-30b_st
1.342
0.23838
2.35
0.14980


mml-miR-221_st
2.071
0.01352
3.16
0.14995


mdo-let-7f_st
1.255
0.21599
2.52
0.15010


sko-miR-100_st
24.436
0.01108
37.80
0.15043


hsa-miR-93-star_st
4.195
0.08571
14.20
0.15063


U49A_st
1.133
0.40371
7.93
0.15078


mmu-miR-361_st
1.468
0.07273
3.59
0.15082


mml-miR-93_st
2.563
0.02542
2.32
0.15083


dwi-miR-100_st
3.506
0.25606
3.13
0.15129


U32A_x_st
0.686
0.10304
3.45
0.15141


bfl-miR-10a_st
125.161
0.04017
188.10
0.15150


eca-miR-10a_st
180.119
0.03300
147.08
0.15169


sla-miR-10a_st
142.387
0.02703
190.20
0.15175


cfa-miR-10_st
64.001
0.03783
226.02
0.15179


api-miR-10_st
102.927
0.05601
102.07
0.15191


mdo-miR-100_st
19.263
0.07830
41.86
0.15193


dre-miR-100_st
20.851
0.00127
55.30
0.15211


hsa-miR-99a_st
21.563
0.00232
130.73
0.15247


mdo-miR-19a_st
2.542
0.00895
7.54
0.15271


U46_x_st
1.160
0.66657
5.21
0.15280


isc-miR-100_st
27.629
0.04461
43.51
0.15310


ACA67_x_st
1.499
0.18622
7.84
0.15313


U21_st
0.923
0.83375
4.02
0.15320


dps-miR-10_st
148.054
0.04296
156.45
0.15349


der-miR-10_st
114.335
0.06964
105.08
0.15411


U68_st
1.884
0.12963
9.28
0.15432


U49B_s_st
1.089
0.81938
5.75
0.15436


mml-miR-222_st
1.892
0.05854
3.12
0.15440


lmi-miR-10_st
88.982
0.05895
161.31
0.15441


rno-miR-146a_st
0.970
0.95898
3.03
0.15449


tgu-miR-26_st
1.171
0.08284
2.37
0.15483


tgu-miR-99_st
14.924
0.00011
76.69
0.15517


mml-miR-10a_st
90.953
0.03331
158.99
0.15564


lca-miR-19a_st
2.499
0.05043
5.97
0.15570


U78_s_st
1.830
0.14741
7.31
0.15608


rno-miR-93_st
2.112
0.09034
2.64
0.15631


tni-miR-30b_st
1.072
0.68156
2.92
0.15631


ACA9_x_st
2.554
0.01968
13.25
0.15659


aae-miR-100_st
33.500
0.02562
56.39
0.15659


U47_st
1.093
0.63360
8.79
0.15736


mmu-miR-335-5p_st
5.791
0.02869
31.09
0.15787


mmu-miR-125a-5p_st
0.666
0.53724
2.57
0.15824


dps-miR-2507b-star_st
1.460
0.28696
2.48
0.15839


ggo-miR-93_st
2.029
0.06887
2.89
0.15841


cfa-miR-361_st
1.297
0.22045
2.79
0.15843


HBII-382_s_st
0.782
0.01287
4.37
0.15902


mdo-miR-25_st
1.544
0.05813
2.63
0.15907


mmu-miR-1949_st
1.871
0.01206
9.65
0.15926


hp_hsa-mir-26a-1_x_st
0.785
0.39937
2.51
0.15938


tgu-miR-181a-star_st
5.035
0.07495
4.65
0.15966


bta-miR-26a_st
1.200
0.15681
2.29
0.15966


mml-miR-551a_st
3.207
0.16737
2.55
0.16005


mdo-miR-221_st
1.842
0.00651
3.47
0.16028


ppy-miR-130b_st
3.459
0.01610
3.62
0.16033


cin-miR-155_st
1.197
0.54289
2.14
0.16128


bta-miR-128_st
1.912
0.20621
2.49
0.16140


gga-miR-128_st
1.787
0.08113
3.00
0.16155


tgu-miR-19b_st
2.758
0.00611
5.51
0.16155


U23_x_st
2.084
0.04886
3.68
0.16194


hsa-miR-374b_st
2.861
0.31242
6.09
0.16230


xtr-miR-19b_st
2.819
0.01196
5.22
0.16246


ENSG00000239145_x_st
1.814
0.21620
15.06
0.16261


ppa-miR-221_st
1.442
0.06295
2.62
0.16294


lgi-miR-10_st
91.110
0.05369
121.09
0.16306


eca-miR-361-5p_st
0.946
0.69979
3.05
0.16367


mmu-miR-181a-2-star_st
5.058
0.03004
2.89
0.16369


mmu-miR-130b_st
3.875
0.06627
5.36
0.16370


U43_x_st
0.638
0.04769
8.37
0.16396


fru-miR-26_st
1.132
0.17122
2.35
0.16421


oan-let-7d_st
1.043
0.78625
2.42
0.16457


mml-miR-25_st
1.685
0.01051
3.18
0.16469


ptr-miR-99a_st
26.376
0.00924
123.07
0.16491


sla-miR-17-3p_st
5.372
0.00029
13.21
0.16494


dpu-miR-100_st
17.103
0.06187
63.79
0.16533


tgu-miR-221_st
1.731
0.05570
3.52
0.16535


ame-miR-10_st
122.100
0.02149
122.50
0.16553


hsa-miR-196b_st
47.441
0.01903
17.02
0.16554


bmo-miR-100_st
30.247
0.03166
52.89
0.16589


U58C_st
1.373
0.07517
6.17
0.16646


mmu-miR-10b_st
18.454
0.06319
20.51
0.16707


dre-miR-126b-star_st
80.628
0.00662
45.74
0.16716


xtr-miR-18a-star_st
3.655
0.02824
3.68
0.16725


ACA63_st
2.022
0.16930
6.05
0.16738


mml-miR-146b-5p_st
0.713
0.19309
3.67
0.16749


ACA7B_s_st
1.133
0.68691
4.03
0.16766


ptr-miR-181a-star_st
5.773
0.04831
2.81
0.16793


tca-miR-10_st
83.217
0.04117
140.86
0.16802


ssc-miR-30b-5p_st
1.321
0.24574
2.50
0.16813


ACA32_x_st
1.400
0.21452
6.80
0.16877


mml-miR-335_st
15.637
0.06458
23.55
0.16880


ptr-miR-10a_st
106.355
0.04117
232.18
0.16900


U60_st
0.968
0.93299
8.74
0.16905


cfa-miR-146a_st
0.906
0.84930
3.11
0.16919


HBI-6_x_st
1.567
0.05087
9.62
0.16930


bta-miR-155_st
1.171
0.43938
3.74
0.16932


rno-miR-18a_st
2.278
0.03253
5.24
0.16933


lca-miR-17-3p_st
5.316
0.03633
7.33
0.16951


hsa-miR-486-5p_st
21.543
0.15432
25.60
0.16955


tni-miR-26_st
1.188
0.17700
2.09
0.16959


mne-miR-19b_st
3.273
0.00752
5.57
0.16961


oan-miR-10a_st
116.132
0.04318
212.10
0.16972


ppa-miR-30b_st
1.050
0.37351
2.44
0.17030


ENSG00000200130_x_st
1.532
0.08262
2.19
0.17073


ACA36_x_st
2.373
0.23440
2.89
0.17133


U83_st
0.886
0.66472
6.57
0.17143


cfa-miR-19a_st
2.530
0.05723
8.27
0.17144


age-miR-30b_st
1.259
0.13998
2.36
0.17152


xtr-miR-155_st
1.265
0.17171
2.63
0.17153


dre-miR-363_st
5.378
0.00497
4.63
0.17154


ENSG00000239128_x_st
1.660
0.15299
2.33
0.17201


eca-miR-146a_st
0.881
0.81034
3.06
0.17218


oan-miR-30d_st
1.306
0.04326
2.56
0.17222


ptr-let-7f_st
1.232
0.10319
2.31
0.17237


snR39B_st
0.917
0.84069
3.01
0.17273


ptr-miR-196b_st
63.497
0.00624
20.44
0.17306


ssc-miR-363_st
3.649
0.01342
3.28
0.17331


U25_st
0.814
0.50969
10.12
0.17332


mmu-miR-146b_st
0.800
0.49491
3.73
0.17370


hsa-miR-100_st
18.999
0.05358
39.72
0.17397


mml-miR-26a_st
1.138
0.16922
2.24
0.17401


fru-miR-10c_st
4.693
0.19978
5.58
0.17419


rno-miR-26a_st
1.131
0.16936
2.28
0.17431


rno-miR-100_st
31.708
0.00872
48.77
0.17446


U17a_x_st
2.326
0.21350
3.99
0.17457


rno-miR-128_st
1.648
0.11527
2.42
0.17538


xtr-miR-10a_st
171.092
0.03491
177.79
0.17560


mdo-miR-10a_st
97.077
0.02708
98.18
0.17565


oan-miR-100_st
21.627
0.03246
70.63
0.17582


mml-miR-17-3p_st
9.246
0.00012
16.62
0.17585


mgh18S-121_st
0.917
0.70752
10.22
0.17598


hsa-miR-1201_st
1.527
0.34793
5.25
0.17615


ssc-miR-100_st
13.206
0.04191
71.70
0.17616


nvi-miR-100_st
34.493
0.03103
47.67
0.17625


dan-miR-10_st
164.222
0.05253
160.10
0.17653


mml-miR-551b_st
41.409
0.01319
33.92
0.17678


U3_s_st
2.467
0.22510
32.72
0.17713


ENSG00000201009_s_st
1.453
0.21770
21.82
0.17732


fru-miR-19a_st
3.074
0.04570
4.64
0.17742


ppy-miR-423-3p_st
0.900
0.19776
2.87
0.17754


tni-miR-19b_st
3.271
0.00929
4.98
0.17776


ptr-miR-146a_st
0.931
0.88264
2.87
0.17780


bta-miR-196b_st
57.472
0.05871
39.44
0.17781


oan-miR-19a_st
2.760
0.03635
6.43
0.17785


dre-miR-10a_st
113.223
0.04779
183.19
0.17804


ssc-miR-17-3p_st
3.553
0.01912
12.25
0.17888


bta-miR-93_st
1.681
0.08450
3.10
0.17902


ptr-miR-19b_st
2.930
0.00169
4.86
0.17918


eca-miR-146b-5p_st
0.782
0.15000
3.21
0.17931


bta-miR-1248_st
1.737
0.54191
2.84
0.17973


U13_x_st
2.587
0.08938
16.29
0.17986


U42A_st
1.461
0.24963
4.12
0.18030


dpe-miR-10_st
80.159
0.03884
92.18
0.18050


dme-miR-10-5p_st
86.048
0.03183
138.60
0.18074


ptr-miR-30d_st
1.221
0.49276
2.10
0.18115


ENSG00000238645_x_st
1.574
0.11695
4.89
0.18173


hvt-miR-H14-star_st
3.253
0.04409
4.34
0.18188


hsa-miR-25_st
1.464
0.13865
2.25
0.18224


xtr-miR-30d_st
1.122
0.38497
2.27
0.18231


U90_st
1.407
0.53368
5.85
0.18250


aga-miR-10_st
86.633
0.04293
97.87
0.18282


HBII-142_x_st
0.603
0.20790
15.58
0.18305


tgu-let-7f_st
1.292
0.30909
2.71
0.18319


U51_x_st
1.218
0.53954
2.78
0.18373


U105_st
0.579
0.14000
2.77
0.18375


U20_st
2.061
0.15809
13.06
0.18377


rno-miR-19a_st
3.437
0.06330
4.39
0.18383


ENSG00000251940_s_st
3.451
0.27228
3.04
0.18394


age-miR-214_st
0.929
0.68974
2.81
0.18436


dre-miR-221_st
1.649
0.02378
2.65
0.18464


hp_hsa-mir-145_st
0.746
0.47255
3.31
0.18474


cfa-miR-26a_st
1.172
0.20054
2.18
0.18499


eca-miR-192_st
0.234
0.12794
2.65
0.18531


oan-miR-10a-star_st
6.069
0.05415
5.47
0.18536


ACA1_x_st
2.207
0.23150
4.51
0.18543


U59B_x_st
0.921
0.67267
6.20
0.18574


xtr-miR-363-3p_st
4.510
0.00266
3.87
0.18655


oan-miR-26_st
1.134
0.27534
2.13
0.18656


aae-miR-10_st
108.549
0.02361
97.80
0.18660


xtr-miR-26_st
1.193
0.24647
2.20
0.18777


gga-miR-146c_st
1.162
0.84537
3.55
0.18781


HBII-296A_x_st
1.301
0.41405
2.49
0.18788


xtr-miR-100_st
24.062
0.01309
49.75
0.18791


U56_x_st
1.342
0.08421
16.50
0.18828


U53_st
2.272
0.24296
15.50
0.18830


U44_st
0.984
0.89439
12.64
0.18832


ggo-miR-10a_st
100.707
0.04390
140.84
0.18863


dmo-miR-10_st
120.363
0.01643
142.72
0.18869


xtr-miR-93b_st
1.959
0.07023
2.35
0.18908


age-miR-17-3p_st
9.183
0.00422
6.24
0.18925


U68_x_st
1.812
0.17998
9.32
0.18927


dre-miR-30b_st
1.264
0.28240
2.44
0.18942


lla-miR-19a_st
2.264
0.04489
4.69
0.18946


ppy-miR-551b_st
33.121
0.00001
33.96
0.18950


U48_st
0.806
0.56534
23.53
0.18983


mne-miR-93_st
2.045
0.07855
2.65
0.18999


mdo-miR-18_st
3.207
0.02109
5.49
0.19008


rno-miR-17-3p_st
4.841
0.07070
4.98
0.19038


bta-miR-146a_st
1.612
0.17288
3.20
0.19082


mdo-miR-196b_st
25.103
0.09056
8.79
0.19088


ptr-miR-17-3p_st
11.943
0.01850
8.19
0.19107


mmu-miR-106b_st
1.707
0.06053
2.20
0.19116


odi-let-7a_st
1.683
0.25371
2.07
0.19125


ACA7_s_st
1.611
0.34539
4.29
0.19125


U71c_x_st
3.831
0.02509
3.05
0.19144


ssc-miR-26a_st
1.171
0.09842
2.15
0.19161


rno-miR-146b_st
0.812
0.31779
2.85
0.19213


dre-let-7f_st
1.300
0.22481
2.39
0.19224


ACA48_x_st
1.581
0.31203
5.98
0.19236


mdo-miR-26_st
1.165
0.21048
2.14
0.19239


ACA23_st
2.849
0.14492
2.51
0.19242


odi-miR-92b_st
2.672
0.05782
2.64
0.19277


mmu-miR-18a-star_st
5.010
0.14465
5.97
0.19301


mmu-miR-25_st
2.103
0.01296
3.42
0.19336


isc-miR-10_st
140.993
0.05849
156.17
0.19337


bta-miR-10a_st
126.620
0.04296
199.01
0.19380


bta-miR-30b-5p_st
0.798
0.09590
2.81
0.19391


tgu-miR-146b_st
0.732
0.26216
3.64
0.19426


dre-miR-26a_st
1.147
0.10292
2.17
0.19432


rno-miR-335_st
8.548
0.04661
21.24
0.19451


cfa-miR-130b_st
3.229
0.01065
4.30
0.19484


SNORD121B_x_st
1.401
0.21474
3.74
0.19496


ggo-miR-10b_st
8.454
0.26073
6.50
0.19504


tgu-miR-17a_st
7.268
0.00187
12.32
0.19549


dvi-miR-10_st
110.964
0.03212
109.24
0.19555


ppa-miR-93_st
1.715
0.02769
3.32
0.19668


U36A_x_st
1.818
0.13504
4.37
0.19714


ggo-miR-181a-star_st
4.904
0.08237
5.65
0.19717


mml-miR-196b_st
36.480
0.01196
16.13
0.19717


ssc-miR-10a_st
113.986
0.00924
172.89
0.19744


dre-miR-26b_st
0.983
0.92398
2.03
0.19762


ppy-miR-100_st
17.094
0.00993
51.54
0.19766


hp_hsa-mir-181b-1_st
1.624
0.24020
2.44
0.19792


eca-miR-551b_st
31.124
0.01093
23.17
0.19796


ACA1_s_st
4.443
0.00734
2.93
0.19797


cfa-miR-128_st
1.400
0.25423
3.22
0.19820


gga-miR-100_st
16.071
0.01094
42.99
0.19833


eca-miR-19a_st
2.527
0.06880
5.45
0.19897


U38B_x_st
0.829
0.30544
7.60
0.19966


mne-miR-17-3p_st
9.777
0.00058
13.60
0.19969


bta-miR-340_st
2.756
0.36822
2.71
0.20089


mmu-miR-19a_st
3.318
0.05301
5.05
0.20137


hsa-miR-30d_st
1.027
0.70753
2.11
0.20192


U17a_st
2.282
0.15654
3.11
0.20273


ptr-miR-100_st
29.980
0.02847
55.70
0.20276


bmo-miR-10_st
137.347
0.02280
114.41
0.20295


sla-miR-19a_st
3.719
0.05244
5.34
0.20322


rno-miR-363_st
4.174
0.01571
3.67
0.20344


gga-miR-26a_st
1.231
0.06472
2.21
0.20370


hp_mmu-mir-222_st
2.135
0.10202
2.70
0.20383


U84_st
0.651
0.25597
5.19
0.20397


mgU6-53_x_st
1.266
0.61831
3.09
0.20406


dre-miR-181a-star_st
4.782
0.06802
3.63
0.20453


ame-miR-929_st
1.373
0.30663
2.13
0.20465


mml-miR-10b_st
24.374
0.08932
18.50
0.20472


mml-miR-181a-star_st
10.291
0.04424
2.87
0.20525


xtr-miR-19a_st
2.723
0.03919
4.85
0.20543


ACA8_x_st
1.812
0.41024
6.74
0.20545


ssc-let-7e_st
1.079
0.90815
2.01
0.20607


xtr-miR-93a_st
1.959
0.05717
2.85
0.20613


dre-miR-25_st
1.970
0.01435
2.78
0.20627


mmu-miR-222_st
1.986
0.07374
2.67
0.20628


mne-miR-26a_st
1.147
0.25214
2.11
0.20639


dgr-miR-10_st
85.169
0.02798
173.34
0.20641


hp_hsa-mir-146b_x_st
2.316
0.46895
2.13
0.20659


tni-miR-30d_st
1.450
0.00842
2.06
0.20694


HBII-85-15_x_st
1.702
0.18262
4.39
0.20696


ssc-miR-186_st
1.102
0.84383
3.09
0.20716


tgu-miR-363_st
5.414
0.04468
3.22
0.20718


ssc-miR-128_st
1.940
0.11386
2.72
0.20733


ggo-miR-19a_st
2.932
0.01601
4.30
0.20765


U18A_st
0.760
0.09757
3.25
0.20784


hp_mmu-mir-2135-5_x_st
1.117
0.38707
2.18
0.20796


sla-miR-128_st
1.119
0.83341
3.63
0.20824


hsa-miR-146b-5p_st
0.935
0.84329
2.89
0.20847


ACA27_x_st
2.597
0.04314
2.58
0.20857


ENSG00000221750_st
8.372
0.06903
19.78
0.20869


hsa-miR-361-5p_st
1.087
0.25507
2.66
0.20878


ssc-miR-486_st
63.116
0.08049
722.14
0.20878


tni-miR-19a_st
2.765
0.00629
5.37
0.20906


rno-miR-10a-5p_st
175.245
0.01588
204.66
0.20989


mne-miR-18_st
3.314
0.10729
5.76
0.21019


xla-miR-18_st
2.789
0.10264
5.94
0.21042


mmu-miR-30a_st
1.633
0.06053
2.42
0.21088


bta-miR-2424_st
0.643
0.11871
5.30
0.21092


dse-miR-10_st
107.374
0.07147
112.94
0.21107


U95_st
0.745
0.23621
5.01
0.21124


gga-miR-19a_st
2.287
0.02441
4.35
0.21180


dre-miR-101a_st
1.125
0.78063
3.09
0.21183


sla-miR-18_st
5.155
0.03998
5.39
0.21234


dwi-miR-10_st
74.108
0.05932
116.01
0.21267


lla-miR-101_st
1.280
0.65659
4.08
0.21299


rno-miR-101a_st
1.602
0.23962
5.22
0.21347


U28_st
1.335
0.27933
7.28
0.21350


gga-miR-146b_st
0.717
0.19102
3.17
0.21358


ssc-miR-19a_st
3.577
0.01052
6.11
0.21482


tgu-miR-155_st
1.056
0.80811
3.38
0.21499


hsa-miR-26a_st
1.191
0.20777
2.10
0.21499


hsa-miR-886-3p_st
8.276
0.06939
5.92
0.21530


hsa-miR-19a_st
2.928
0.02670
4.05
0.21575


rno-miR-29c-star_st
0.568
0.45511
3.38
0.21576


ptr-miR-26a_st
1.148
0.22457
2.26
0.21577


dps-miR-100_st
2.153
0.00821
2.15
0.21611


lla-miR-17-3p_st
5.223
0.02701
8.59
0.21614


mmu-miR-486_st
3.862
0.04756
316.42
0.21640


HBII-166_st
0.996
0.99018
3.53
0.21691


cfa-miR-146b_st
0.759
0.23373
2.66
0.21701


oan-miR-551_st
33.612
0.01107
30.30
0.21737


rno-miR-106b-star_st
2.386
0.09516
3.57
0.21739


bta-miR-25_st
1.861
0.03046
2.54
0.21754


tgu-miR-146a-star_st
1.231
0.62097
4.25
0.21781


HBII-85-17_x_st
1.600
0.21625
4.52
0.21782


bta-miR-106b_st
1.294
0.08337
2.52
0.21793


eca-miR-155_st
1.092
0.64002
3.04
0.21825


ppy-miR-17-3p_st
7.719
0.02737
9.60
0.21863


mmu-miR-551b_st
38.058
0.03434
23.58
0.21890


dya-miR-10_st
81.044
0.06714
90.82
0.21931


bta-miR-551b_st
65.929
0.00712
65.23
0.21978


bta-miR-146b_st
0.905
0.49331
2.68
0.22060


ggo-miR-17-3p_st
5.207
0.04712
5.95
0.22077


ACA5_st
1.916
0.36318
10.05
0.22104


ppa-miR-17-3p_st
5.468
0.00853
8.47
0.22134


mmu-miR-26a_st
1.137
0.08725
2.08
0.22167


mml-miR-324-3p_st
3.106
0.10460
3.54
0.22169


ACA55_st
1.585
0.04567
3.90
0.22176


mdo-miR-101_st
1.481
0.45721
4.31
0.22180


14qll-1_st
3.533
0.04515
3.23
0.22217


bta-miR-2439_st
0.784
0.35352
2.84
0.22254


ENSG00000206785_s_st
2.138
0.00651
8.33
0.22271


rno-miR-30c_st
0.992
0.96909
2.02
0.22292


U46_st
1.527
0.50160
14.25
0.22349


tgu-miR-18b_st
3.132
0.06742
4.77
0.22356


U71b_st
2.796
0.17646
5.64
0.22439


oan-miR-146b_st
0.872
0.45989
3.40
0.22458


14qll-12_x_st
3.017
0.01954
2.03
0.22458


ACA57_x_st
1.573
0.11497
5.69
0.22509


lla-miR-100_st
32.593
0.03420
42.95
0.22544


hsa-miR-18a-star_st
6.585
0.08835
6.79
0.22548


rno-miR-106b_st
2.060
0.06582
2.44
0.22573


ppy-miR-101_st
1.307
0.59902
2.82
0.22579


hsa-miR-16-2-star_st
3.251
0.07270
3.92
0.22635


dre-miR-146b_st
0.961
0.95600
4.12
0.22638


ENSG00000200879_st
0.876
0.60268
9.56
0.22646


ptr-miR-324_st
3.016
0.05349
5.98
0.22746


oan-miR-18_st
3.272
0.04684
4.02
0.22747


xtr-miR-17-3p_st
8.583
0.00740
6.66
0.22793


mml-let-7f_st
1.206
0.07711
2.41
0.22824


U103_s_st
0.723
0.42340
2.11
0.22839


hp_hsa-mir-106b_st
1.603
0.22065
2.96
0.22845


ptr-miR-19a_st
3.283
0.07698
3.93
0.22890


xtr-miR-130b_st
4.543
0.01701
4.85
0.22895


ENSG00000201199_s_st
2.338
0.19702
2.76
0.22897


ppy-miR-128_st
1.751
0.03513
2.82
0.22898


ppa-miR-19a_st
2.804
0.02259
4.36
0.22899


ENSG00000207187_s_st
2.405
0.08371
3.05
0.22912


hsa-miR-17-star_st
4.816
0.06278
20.32
0.22983


v11_hsa-miR-768-5p_st
0.367
0.11328
4.07
0.23024


hp_rno-mir-17-1_st
2.621
0.00119
2.95
0.23059


age-miR-93_st
2.267
0.01622
2.68
0.23064


mml-miR-18b_st
2.915
0.03951
3.68
0.23169


ptr-miR-1248_st
1.103
0.91077
4.30
0.23196


dsi-let-7_st
1.221
0.11033
2.08
0.23201


dre-miR-10b_st
29.479
0.12727
19.14
0.23306


cfa-miR-93_st
1.838
0.01039
2.46
0.23318


eca-miR-411_st
1.418
0.03010
2.01
0.23352


bta-miR-19a_st
4.280
0.00899
4.21
0.23357


ENSG00000238581_x_st
1.702
0.07030
4.98
0.23412


der-miR-100_st
2.771
0.36959
2.57
0.23416


U71d_x_st
2.107
0.11757
3.82
0.23440


ACA24_x_st
4.426
0.09662
11.54
0.23484


ggo-miR-30d_st
1.436
0.10699
2.27
0.23522


tgu-miR-130b_st
3.167
0.07463
5.39
0.23560


oan-miR-101_st
1.245
0.44079
3.89
0.23572


ENSG00000239123_st
0.863
0.49719
2.26
0.23662


mdo-miR-10b_st
13.108
0.09951
9.47
0.23668


ssc-miR-374b_st
1.814
0.50820
5.72
0.23677


ACA50_st
2.397
0.11114
4.58
0.23751


rno-miR-423_st
0.943
0.72371
2.85
0.23817


ggo-miR-30a-5p_st
1.148
0.48663
2.23
0.23866


HBII-85-29_x_st
2.363
0.34444
2.69
0.23910


dme-miR-310_st
2.498
0.34717
2.56
0.23930


ssc-miR-1_st
1.658
0.01153
4.21
0.24194


eca-miR-10b_st
31.880
0.10203
24.43
0.24440


gga-miR-181a-star_st
9.958
0.01497
4.92
0.24443


oan-miR-128_st
1.719
0.27445
2.26
0.24477


ENSG00000207217_st
1.359
0.21207
3.24
0.24479


oan-miR-20a-2-star_st
11.441
0.02720
4.24
0.24481


bta-miR-151_st
1.360
0.51439
6.36
0.24526


U41_x_st
2.429
0.08874
4.75
0.24547


ACA5_x_st
1.515
0.23016
4.89
0.24548


cfa-miR-381_st
0.812
0.01425
2.03
0.24599


ssc-miR-146b_st
1.201
0.31120
2.53
0.24665


xtr-miR-18b_st
2.771
0.00246
2.94
0.24825


gga-miR-1582_st
0.867
0.69965
2.61
0.24831


ENSG00000252840_x_st
2.073
0.29765
2.18
0.24871


mne-miR-19a_st
3.250
0.06386
3.75
0.24928


U83A_x_st
2.444
0.23800
3.76
0.24941


HBI-61_st
1.221
0.23326
2.67
0.24964


oan-miR-196b_st
18.442
0.06590
4.76
0.24997


ENSG00000206903_x_st
4.363
0.12232
2.69
0.25017


hsa-miR-1_st
1.651
0.27103
3.29
0.25046


ppy-miR-98_st
0.963
0.83558
4.47
0.25091


HBII-85-20_x_st
2.315
0.01342
2.76
0.25097


hsa-miR-4324_st
3.413
0.19129
7.29
0.25113


age-miR-101_st
1.444
0.25690
4.22
0.25135


age-miR-19a_st
3.701
0.02378
3.65
0.25163


mml-miR-609_st
1.272
0.48975
2.27
0.25224


tgu-miR-100_st
27.934
0.08711
33.75
0.25229


eca-miR-18b_st
2.849
0.03568
5.22
0.25254


cfa-miR-551b_st
43.263
0.02566
44.39
0.25276


ENSG00000208308_x_st
1.914
0.22657
2.89
0.25412


eca-miR-26a_st
1.198
0.11944
2.28
0.25419


ENSG00000200385_st
1.315
0.19707
2.25
0.25454


hsa-miR-130b-star_st
2.888
0.28154
2.91
0.25480


ssc-miR-99b_st
0.534
0.28973
4.56
0.25680


dre-miR-130b_st
4.030
0.00642
4.77
0.25693


dre-miR-222b_st
2.734
0.19471
5.15
0.25712


bmo-miR-13b-star_st
1.034
0.29381
2.15
0.25767


mdo-miR-551b_st
29.803
0.00606
28.99
0.25777


ptr-miR-128_st
0.984
0.95960
2.82
0.25810


U71d_st
3.386
0.00627
7.18
0.25816


eca-miR-130b_st
3.887
0.02408
7.00
0.25830


bta-miR-17-3p_st
12.853
0.01004
5.61
0.25849


HBII-85-25_s_st
2.272
0.04711
2.05
0.25858


mml-miR-331-3p_st
0.822
0.62668
7.02
0.25865


dgr-miR-309_st
1.396
0.46194
2.01
0.25878


U96b_x_st
1.263
0.54695
4.74
0.25883


bna-miR397b_st
1.154
0.45839
2.40
0.25912


gga-miR-18b_st
2.982
0.00991
2.87
0.25943


eca-miR-93_st
2.025
0.06815
2.81
0.25978


mml-miR-130b_st
3.854
0.04251
4.57
0.26005


HBII-336_st
2.180
0.04475
5.51
0.26015


ptr-miR-146b_st
0.903
0.71772
2.74
0.26064


ssc-miR-10b_st
10.424
0.24696
8.29
0.26066


lla-miR-26a_st
1.143
0.25266
2.07
0.26070


cfa-miR-155_st
1.090
0.67680
3.35
0.26133


mmu-miR-1983_st
1.969
0.12875
2.79
0.26144


HBII-296B_st
1.059
0.68918
3.70
0.26164


mmu-miR-18a_st
3.431
0.01511
3.56
0.26219


U8_x_st
1.958
0.21164
16.69
0.26221


cfa-miR-199_st
2.413
0.01399
2.31
0.26223


ptr-miR-345_st
1.067
0.69265
6.38
0.26242


ENSG00000212149_x_st
1.193
0.60544
2.53
0.26293


HBII-419_st
1.161
0.63166
2.44
0.26307


U69_st
2.715
0.13421
2.02
0.26386


ACA51_x_st
2.350
0.25863
10.81
0.26421


mmu-miR-1968_st
1.100
0.34777
3.29
0.26435


cfa-miR-18b_st
2.427
0.06875
3.04
0.26442


ACA25_x_st
2.486
0.13998
4.32
0.26473


U80_st
0.790
0.57636
4.32
0.26509


ENSG00000201042_st
1.475
0.22543
2.17
0.26613


SNORA11B_x_st
2.015
0.27987
3.82
0.26631


mmu-miR-17-star_st
5.488
0.03695
2.73
0.26727


ptr-miR-10b_st
32.741
0.05748
18.01
0.26736


tni-let-7e_st
1.234
0.52962
2.52
0.26774


ppy-miR-363_st
6.994
0.01536
3.68
0.26807


mmu-miR-93-star_st
2.876
0.25709
3.26
0.26837


gga-miR-3534_st
1.194
0.72717
2.08
0.26846


U103B_s_st
0.950
0.88278
4.03
0.26894


ACA45_st
1.622
0.08044
2.48
0.26999


cel-miR-1_st
2.734
0.06030
3.14
0.27159


mdo-miR-128_st
1.806
0.04456
4.48
0.27174


xtr-miR-146_st
0.843
0.68822
2.65
0.27211


ssc-miR-151-5p_st
2.759
0.08210
4.38
0.27214


cfa-miR-363_st
2.773
0.03377
3.39
0.27338


U14B_st
1.518
0.09877
2.98
0.27350


U61_st
0.782
0.14764
4.55
0.27390


mmu-miR-363_st
3.896
0.02385
2.56
0.27421


gga-miR-551_st
43.923
0.03815
26.62
0.27517


SNORA11B_st
2.123
0.09978
2.60
0.27603


rno-miR-30a_st
1.258
0.11295
2.14
0.27646


aga-let-7_st
1.474
0.56184
2.83
0.27662


ppy-miR-19a_st
3.518
0.03030
3.61
0.27806


oan-miR-10b_st
11.493
0.28146
5.97
0.27843


tni-miR-10c_st
2.824
0.10046
4.69
0.27918


tni-miR-128_st
1.194
0.23721
2.34
0.27984


hsa-miR-101_st
0.968
0.81497
5.33
0.27992


mmu-miR-374_st
1.653
0.48940
4.82
0.28080


xtr-miR-10b_st
9.932
0.23373
7.33
0.28085


ACA38_st
1.622
0.21388
3.35
0.28122


mdo-miR-17-3p_st
5.752
0.01603
7.23
0.28145


gga-miR-30d_st
1.053
0.35840
2.12
0.28162


fru-miR-101a_st
1.524
0.33664
5.58
0.28277


hsa-miR-130b_st
4.097
0.03634
3.68
0.28287


bta-miR-374b_st
1.347
0.69157
3.69
0.28315


ACA20_st
1.190
0.82366
5.11
0.28355


oan-miR-363_st
3.907
0.02773
2.96
0.28419


ssc-miR-101_st
0.711
0.13251
3.31
0.28447


bta-miR-10b_st
14.929
0.14690
23.97
0.28557


dre-miR-18a_st
3.574
0.05970
3.46
0.28683


gga-miR-10b_st
9.823
0.11185
6.47
0.28718


bta-miR-127_st
3.845
0.31312
4.97
0.28770


ssc-miR-130b_st
4.241
0.02961
4.33
0.28807


ptr-miR-551a_st
2.589
0.29435
2.28
0.28864


mdo-miR-146b_st
0.752
0.17648
3.01
0.28908


snR38B_st
1.786
0.24519
8.49
0.28971


ptr-miR-18b_st
2.596
0.02721
3.94
0.28984


hsa-miR-424_st
1.474
0.40830
2.58
0.29002


ENSG00000206913_s_st
1.702
0.14474
7.09
0.29045


hsa-miR-551b_st
42.611
0.01013
38.92
0.29087


tni-miR-10b_st
30.567
0.15984
16.75
0.29095


ppy-miR-339-5p_st
0.941
0.89792
14.90
0.29098


rno-miR-25_st
1.486
0.07080
2.33
0.29213


bta-miR-363_st
7.360
0.04382
2.89
0.29214


hsa-miR-345_st
1.642
0.31055
4.09
0.29222


ggo-miR-101_st
1.095
0.81172
4.01
0.29358


tgu-miR-551_st
31.728
0.01685
24.33
0.29397


eca-miR-127_st
3.442
0.13082
2.25
0.29524


ppy-miR-886-3p_st
8.166
0.07524
6.22
0.29546


ppy-miR-10b_st
29.025
0.10462
17.61
0.29553


ptr-miR-886_st
12.585
0.07604
4.82
0.29590


E2_st
2.793
0.10564
5.55
0.29627


hp_hsa-mir-1291_s_st
1.614
0.03654
5.22
0.29704


U42B_st
0.901
0.61235
2.11
0.29831


ptr-miR-127_st
4.780
0.07712
4.77
0.29893


ACA46_st
1.618
0.48012
3.37
0.29896


dgr-miR-100_st
2.575
0.12651
2.09
0.29953


mmu-miR-128_st
2.050
0.02883
2.03
0.30074


U59A_st
0.750
0.11777
2.06
0.30310


fru-miR-10b_st
32.045
0.06807
19.25
0.30432


eca-miR-199b-5p_st
2.089
0.10862
5.26
0.30440


U84_x_st
0.839
0.51404
3.48
0.30457


ptr-miR-423_st
0.667
0.37015
2.71
0.30509


mml-miR-374b_st
4.054
0.23327
3.74
0.30512


mcmv-miR-M44-1_st
1.347
0.73474
2.71
0.30522


age-miR-18_st
4.330
0.03496
3.08
0.30535


ptr-miR-551b_st
35.593
0.02626
32.46
0.30574


bfl-let-7-1-as_st
1.118
0.64540
2.30
0.30630


mne-miR-101_st
1.237
0.43915
2.92
0.30698


hsa-miR-18a_st
2.437
0.01622
4.28
0.30730


eca-miR-101_st
1.122
0.74164
3.36
0.30754


hsa-miR-128_st
1.561
0.21062
2.16
0.30799


hp_hsa-mir-138-1_x_st
1.108
0.63516
2.27
0.31035


HBII-210_st
1.040
0.87539
13.30
0.31090


ENSG00000222489_st
2.285
0.05694
3.46
0.31215


U64_st
1.955
0.11412
2.70
0.31342


ppa-miR-181a-star_st
5.809
0.04703
3.55
0.31374


rno-miR-551b_st
110.305
0.01574
43.93
0.31420


hp_mmu-mir-26b_st
0.386
0.11260
2.01
0.31442


ppy-miR-10a_st
10.337
0.03030
12.87
0.31583


U8_st
1.310
0.22342
23.24
0.31594


ppy-miR-1271_st
2.430
0.18723
2.82
0.31627


xtr-miR-146b_st
1.068
0.89492
3.17
0.31652


fru-miR-128_st
1.476
0.12577
2.70
0.31759


sla-miR-101_st
1.102
0.84342
3.41
0.31783


mml-miR-339-5p_st
0.739
0.48783
4.57
0.31915


aae-let-7_st
2.050
0.26946
3.98
0.31944


lgi-miR-133_st
2.425
0.34423
9.55
0.31999


lla-miR-181a-star_st
7.099
0.01144
2.21
0.32040


mml-miR-151-5p_st
1.062
0.92093
4.86
0.32109


ENSG00000202335_x_st
0.909
0.74514
2.44
0.32113


mmu-miR-378-star_st
1.247
0.51003
5.53
0.32121


mml-miR-345_st
1.437
0.28830
3.99
0.32241


ssc-miR-361-3p_st
0.574
0.36219
3.15
0.32248


ptr-miR-1291_st
7.632
0.32261
6.30
0.32297


xtr-miR-1a_st
2.289
0.06070
3.79
0.32395


ppy-miR-486-5p_st
8.350
0.06609
24.37
0.32699


hsa-miR-181c-star_st
3.941
0.05206
2.68
0.32755


ggo-miR-98_st
1.536
0.16333
4.58
0.32800


ACA16_st
1.049
0.93738
5.61
0.32817


gga-miR-3535_st
1.865
0.00123
13.07
0.32872


eca-miR-769-5p_st
0.897
0.82270
3.84
0.32876


cfa-miR-17_st
3.227
0.00374
6.55
0.32978


gga-miR-1677_st
0.958
0.91371
2.10
0.33069


ENSG00000201388_s_st
1.966
0.18110
2.25
0.33096


mmu-miR-199a-3p_st
2.010
0.20032
3.28
0.33290


oan-miR-18-star_st
1.451
0.09392
2.21
0.33404


mmu-miR-101a_st
0.668
0.05000
5.01
0.33435


ppy-miR-106b_st
1.362
0.14596
2.06
0.33553


ACA10_s_st
1.719
0.17623
2.98
0.33612


ACA9_st
2.356
0.00074
8.26
0.33628


eca-miR-128_st
1.416
0.21620
2.25
0.33635


ptr-miR-1201_st
1.377
0.33612
2.53
0.33657


hsa-miR-324-3p_st
1.583
0.39321
4.98
0.33725


sja-miR-3503_st
1.202
0.47253
2.38
0.33745


ppy-miR-18b_st
2.843
0.03230
3.90
0.33790


fru-miR-1_st
2.060
0.02347
3.66
0.33801


gga-miR-130b_st
4.468
0.00796
2.94
0.33833


hsa-miR-99b_st
0.561
0.39359
4.33
0.34016


eca-miR-598_st
1.741
0.24809
2.38
0.34025


mtr-miR1510b-star_st
1.290
0.36337
2.24
0.34134


gga-miR-1808_st
1.011
0.94215
2.08
0.34257


dre-miR-10c_st
2.439
0.07613
3.54
0.34279


HBII-85-8_x_st
1.575
0.19750
2.36
0.34428


bta-miR-101_st
1.213
0.30333
3.28
0.34462


oan-miR-17-star_st
12.691
0.02382
5.56
0.34477


cin-miR-133_st
1.321
0.59167
17.53
0.34570


ENSG00000212532_st
0.670
0.57223
9.37
0.34611


mmu-miR-151-5p_st
1.020
0.95478
4.79
0.34631


sme-miR-67-3p_st
1.450
0.50635
4.41
0.34661


mml-miR-101_st
0.767
0.47646
3.90
0.34663


ppa-miR-10b_st
10.625
0.12092
6.97
0.34680


eca-miR-106b_st
1.578
0.18787
2.01
0.34733


U109_x_st
1.927
0.29662
2.64
0.34756


cfa-miR-151_st
1.396
0.33862
3.66
0.34764


bta-miR-2404_st
3.259
0.21007
9.63
0.34858


xtr-miR-214_st
0.679
0.27418
2.22
0.34878


sme-miR-10b_st
6.045
0.30544
6.81
0.34884


mtr-miR2585e_st
0.740
0.19312
2.20
0.34936


U67_x_st
3.967
0.08937
3.38
0.34987


ppa-miR-101_st
0.974
0.91341
4.43
0.35326


rno-miR-133a_st
3.166
0.04956
9.38
0.35352


hp_mmu-mir-1839_st
2.470
0.11907
2.04
0.35551


hsa-miR-1248_st
1.774
0.44357
2.41
0.35676


bta-miR-324_st
0.956
0.89168
18.59
0.35733


ppa-miR-1_st
4.554
0.34897
2.42
0.35844


ptr-miR-376c_st
2.868
0.10475
4.73
0.35950


v49_ENSG00000201373_st
1.031
0.92807
2.25
0.35967


gga-miR-18a_st
2.889
0.02112
3.09
0.36073


bmo-miR-2854_st
0.959
0.48419
2.02
0.36200


rno-miR-151_st
1.503
0.32933
4.11
0.36285


mmu-miR-10a-star_st
6.757
0.10856
5.52
0.36290


mmu-miR-133b_st
2.341
0.33810
8.75
0.36368


cre-miR908.3_st
0.715
0.51295
4.19
0.36425


rno-miR-382_st
1.131
0.25539
3.08
0.36470


eca-miR-199a-3p_st
1.917
0.06432
2.78
0.36472


lla-miR-18_st
3.199
0.01302
2.94
0.36519


cfa-miR-133a_st
1.216
0.21006
12.03
0.36608


eca-miR-454_st
1.018
0.93076
2.90
0.36645


hsa-miR-196b-star_st
8.594
0.09998
4.49
0.36685


cel-miR-269_st
2.457
0.05654
2.91
0.36720


U68_s_st
3.713
0.09774
2.80
0.36758


mmu-miR-98_st
1.163
0.66587
4.93
0.36767


hsa-miR-489_st
1.963
0.16667
3.99
0.36809


gga-miR-10a-star_st
4.784
0.21690
3.76
0.36848


mdo-miR-133a_st
1.096
0.86947
8.46
0.36882


rno-miR-374_st
1.568
0.63111
3.28
0.36887


ptr-miR-25_st
3.241
0.19607
2.16
0.36925


hsa-miR-378-star_st
1.188
0.83817
3.45
0.37031


HBII-420_st
1.168
0.67113
2.53
0.37095


ppy-miR-1286_st
0.875
0.78928
2.30
0.37101


rno-miR-10b_st
7.974
0.23604
5.02
0.37164


ptr-miR-301a_st
1.104
0.49913
2.46
0.37179


ssc-miR-133b_st
1.368
0.33238
20.83
0.37231


mdo-miR-199b_st
2.188
0.07608
3.89
0.37292


U105B_st
0.724
0.36968
6.66
0.37351


gga-miR-133a_st
3.633
0.12661
10.82
0.37418


HBI-43_st
1.456
0.26705
2.34
0.37442


hsa-miR-151-5p_st
1.087
0.88294
3.67
0.37549


dya-miR-133_st
2.083
0.21177
16.94
0.37628


bta-miR-133b_st
2.509
0.04098
4.91
0.37660


mmu-miR-339-5p_st
0.804
0.30746
3.84
0.37916


mml-miR-324-5p_st
0.926
0.74992
365.36
0.37943


eca-miR-376c_st
3.733
0.10306
6.63
0.37943


dgr-miR-133_st
2.296
0.09852
10.37
0.37974


eca-miR-1248_st
1.870
0.40537
3.41
0.38074


age-miR-128_st
1.462
0.41274
2.34
0.38087


ssc-miR-199a-3p_st
1.807
0.23861
2.64
0.38121


eca-miR-1_st
3.245
0.39241
6.08
0.38121


cfa-miR-10b_st
3.919
0.25230
4.44
0.38223


mmu-miR-324-5p_st
1.269
0.51041
26.30
0.38230


der-miR-133_st
1.447
0.50725
17.89
0.38244


dre-miR-1_st
1.213
0.68797
2.45
0.38270


cre-miR1164_st
2.574
0.01556
2.10
0.38292


spu-miR-133_st
13.194
0.21079
52.92
0.38323


oan-miR-1a_st
1.953
0.03952
4.94
0.38324


hsa-miR-133a_st
1.672
0.47157
13.92
0.38352


tni-miR-18_st
2.805
0.01292
3.74
0.38387


cfa-miR-421_st
0.797
0.50935
2.46
0.38437


eca-miR-18a_st
2.521
0.03739
2.80
0.38472


eca-miR-324-5p_st
1.335
0.41181
11.52
0.38506


hsa-miR-652_st
0.716
0.41197
2.31
0.38553


bfl-miR-1_st
2.633
0.18340
4.26
0.38565


spu-miR-1_st
1.639
0.47467
5.00
0.38632


mne-miR-10b_st
10.229
0.25573
9.20
0.38706


xtr-miR-133b_st
2.567
0.11434
16.30
0.38733


hp_rno-mir-106b_st
1.354
0.13455
2.19
0.38772


cin-let-7a_st
1.368
0.34770
2.02
0.38816


cfa-miR-30e_st
0.755
0.00772
4.10
0.38887


hsa-miR-454_st
1.336
0.44423
2.50
0.38906


lca-miR-18_st
1.997
0.05534
2.95
0.39221


fru-miR-135b_st
1.174
0.54724
2.21
0.39228


cfa-miR-652_st
0.548
0.08986
4.88
0.39268


ppy-miR-1_st
2.147
0.19838
2.90
0.39277


eca-miR-331_st
0.779
0.71489
5.04
0.39403


ggo-miR-133a_st
4.346
0.00405
6.27
0.39443


eca-miR-98_st
1.245
0.44886
2.91
0.39470


bta-miR-2427_st
3.967
0.08922
2.88
0.39505


mmu-miR-1_st
1.989
0.01613
3.28
0.39540


sko-miR-133_st
1.925
0.04459
6.52
0.39633


mml-miR-628-3p_st
1.312
0.51823
2.60
0.39757


bta-miR-18a_st
3.700
0.01280
2.43
0.39841


ppy-miR-199a-3p_st
2.237
0.02035
2.38
0.39879


rno-miR-98_st
1.178
0.51219
2.83
0.39892


ptr-miR-133a_st
1.469
0.02785
11.18
0.40042


tni-miR-133_st
1.966
0.09259
25.68
0.40055


gga-miR-133c_st
0.852
0.43102
57.78
0.40060


ppy-miR-489_st
1.414
0.10883
3.62
0.40133


oan-miR-222b_st
2.876
0.04107
2.63
0.40156


ppy-miR-133b_st
2.406
0.37163
23.05
0.40169


mmu-miR-155_st
1.470
0.40408
2.66
0.40224


mml-miR-146b-3p_st
1.065
0.90587
3.53
0.40268


sla-miR-133a_st
1.613
0.35755
19.56
0.40301


cte-miR-133_st
2.727
0.35312
7.40
0.40333


mmu-miR-30d_st
1.329
0.01016
2.00
0.40335


ame-miR-133_st
1.883
0.03804
17.81
0.40357


xtr-miR-101a_st
0.955
0.90191
3.63
0.40412


ppy-miR-181a-star_st
6.154
0.03842
3.88
0.40472


age-miR-133a_st
2.969
0.01194
19.77
0.40477


ssc-miR-18_st
3.328
0.10583
2.49
0.40499


ppy-miR-133c_st
1.827
0.18409
10.68
0.40516


hsa-miR-133b_st
1.605
0.17647
9.06
0.40527


gga-miR-454_st
1.197
0.81235
2.86
0.40559


ssc-miR-133a_st
1.933
0.00718
13.07
0.40588


tca-miR-133_st
2.582
0.17085
17.07
0.40602


rno-miR-133b_st
2.059
0.44722
11.16
0.40602


mmu-miR-106b-star_st
3.591
0.00267
2.75
0.40645


bta-miR-186_st
0.618
0.09241
2.21
0.40648


isc-miR-133_st
2.806
0.21726
8.57
0.40680


sla-miR-127_st
5.049
0.02843
11.48
0.40680


fru-miR-133_st
1.528
0.29723
36.50
0.40718


aae-miR-133_st
2.612
0.16418
18.76
0.40742


dre-miR-93_st
1.787
0.02584
3.34
0.40760


dre-let-7j_st
0.723
0.22428
2.22
0.40767


eca-miR-133b_st
2.322
0.25929
5.32
0.40820


hp_mmu-mir-297a-2_st
0.762
0.10974
2.01
0.40822


hsa-miR-199b-5p_st
2.540
0.05978
2.69
0.40907


rno-miR-10a-3p_st
8.533
0.06265
3.80
0.41032


mml-miR-489_st
1.540
0.57526
3.98
0.41047


dre-miR-133b_st
1.284
0.26119
7.33
0.41078


ppy-miR-18_st
3.776
0.02544
2.07
0.41164


lla-miR-133a_st
1.183
0.58017
23.14
0.41215


mml-miR-199a-3p_st
2.105
0.04537
3.10
0.41227


ACA52_st
1.319
0.08787
2.47
0.41271


nvi-miR-3478_st
0.921
0.88570
3.24
0.41277


oan-miR-194_st
0.338
0.19130
2.35
0.41344


ppy-miR-151-3p_st
3.700
0.03659
3.81
0.41380


dwi-miR-133_st
1.797
0.01490
5.69
0.41418


oan-miR-133b_st
1.254
0.29958
10.53
0.41431


mmu-miR-133a_st
2.452
0.11326
12.38
0.41434


bma-miR-133_st
2.705
0.29032
8.48
0.41467


bta-miR-98_st
0.792
0.55425
3.00
0.41630


cqu-miR-133_st
0.926
0.56310
18.43
0.41657


bta-miR-133a_st
1.889
0.36547
21.05
0.41672


ptr-miR-1_st
0.964
0.84384
3.23
0.41732


xla-miR-133b_st
1.942
0.12475
10.05
0.41759


eca-miR-133a_st
2.433
0.33589
15.58
0.41819


aae-miR-71_st
1.376
0.38309
2.63
0.41823


dpu-miR-133_st
1.724
0.32389
11.87
0.41842


cfa-miR-133c_st
2.897
0.00152
8.12
0.41878


mml-miR-133c_st
2.043
0.24319
16.07
0.41899


mml-miR-133b_st
2.009
0.09125
31.07
0.41925


osa-miR399j_st
0.984
0.86328
2.55
0.41943


hsa-miR-98_st
1.377
0.16718
3.40
0.42040


nvi-miR-133_st
1.960
0.27766
13.90
0.42045


tgu-miR-133_st
2.176
0.08502
9.65
0.42049


dmo-miR-133_st
1.186
0.78999
9.15
0.42122


mmu-miR-690_st
0.852
0.72662
12.37
0.42150


tgu-miR-214_st
1.330
0.55128
3.30
0.42192


hsa-miR-20a-star_st
7.395
0.05812
2.50
0.42223


cfa-miR-98_st
1.645
0.06275
3.10
0.42275


dse-miR-133_st
1.946
0.22866
19.23
0.42280


mmu-miR-24-2-star_st
0.600
0.22641
2.24
0.42298


dme-miR-133_st
1.319
0.57213
12.35
0.42355


ptr-miR-133b_st
1.648
0.48866
9.42
0.42359


tgu-miR-101_st
0.934
0.88943
2.21
0.42443


dan-miR-133_st
1.290
0.68550
19.61
0.42468


tni-miR-101a_st
1.112
0.73889
2.40
0.42553


dpe-miR-133_st
1.366
0.53182
16.83
0.42570


mmu-miR-30e-star_st
0.870
0.76914
3.48
0.42602


hsa-miR-10a-star_st
4.196
0.02798
3.91
0.42764


rno-miR-324-5p_st
1.460
0.11778
7.52
0.42791


ppa-miR-133a_st
1.314
0.35886
14.47
0.42804


cbr-miR-1_st
1.481
0.35650
2.82
0.42827


mgU2-25-61_s_st
1.032
0.89309
2.65
0.42868


tni-miR-1_st
1.756
0.14381
2.25
0.42881


ssc-miR-151-3p_st
2.385
0.19129
3.20
0.42883


dsi-miR-133_st
1.762
0.18044
18.35
0.43011


gga-miR-133b_st
1.080
0.87130
8.73
0.43019


mne-miR-133a_st
2.430
0.07930
13.95
0.43042


age-miR-28_st
0.753
0.40557
3.30
0.43076


ppc-miR-1_st
1.688
0.25110
3.21
0.43123


mml-miR-1_st
2.260
0.24729
2.52
0.43128


dps-miR-133_st
1.475
0.06557
7.49
0.43167


dre-miR-133a_st
2.100
0.35445
9.00
0.43205


rlcv-miR-rL1-29_st
0.977
0.95996
2.02
0.43219


aga-miR-133_st
1.902
0.08743
28.30
0.43239


oan-miR-205_st
1.218
0.64638
3.60
0.43256


eca-miR-374b_st
1.889
0.49584
4.15
0.43301


ptr-miR-331_st
1.143
0.84779
3.61
0.43330


bta-miR-1343-star_st
1.153
0.74179
2.04
0.43376


lgi-miR-1_st
3.140
0.32608
3.99
0.43395


hp_hsa-mir-664_s_st
1.850
0.49614
2.55
0.43396


ptr-miR-101_st
1.255
0.43343
3.71
0.43446


cfa-miR-18a_st
3.065
0.06911
2.03
0.43638


osa-miR818e_st
0.781
0.36233
2.06
0.43658


mmu-miR-199b-star_st
2.731
0.06390
3.10
0.43732


tni-miR-194_st
0.425
0.34485
2.32
0.43850


rno-miR-181a-star_st
3.544
0.06880
2.67
0.43980


xla-miR-133a_st
1.404
0.14437
8.87
0.44116


hp_mmu-mir-680-2_st
0.856
0.70278
2.10
0.44196


ppy-miR-376c_st
2.855
0.01734
6.07
0.44240


xtr-miR-133c_st
2.694
0.12609
13.81
0.44265


oan-miR-133a_st
2.332
0.18333
7.58
0.44364


bta-miR-199b_st
2.479
0.21227
5.15
0.44386


eca-miR-345-5p_st
1.219
0.42995
3.35
0.44416


ptr-miR-598_st
1.424
0.22377
2.87
0.44494


hsa-miR-18b_st
4.095
0.09092
2.32
0.44538


dre-miR-457a_st
1.972
0.30658
2.31
0.44538


ptr-miR-151_st
3.289
0.26237
3.16
0.44682


ppy-miR-1248_st
1.772
0.56314
2.44
0.44733


rno-miR-339-5p_st
0.601
0.28854
9.31
0.44761


ppa-miR-98_st
1.023
0.61612
2.62
0.44786


mml-miR-886-3p_st
10.397
0.07258
5.47
0.44787


ppt-miR2085_st
0.907
0.79807
3.88
0.44795


fru-let-7e_st
1.222
0.44074
2.20
0.44870


eca-miR-199b-3p_st
2.352
0.07514
2.64
0.44881


csa-miR-133_st
3.586
0.14005
6.70
0.45013


hsa-miR-30e-star_st
0.801
0.13806
3.04
0.45029


ppy-miR-551a_st
2.810
0.23721
2.62
0.45058


mml-miR-376c_st
2.382
0.07325
4.13
0.45080


cfa-miR-1843_st
3.102
0.28071
2.94
0.45083


hsa-miR-374a_st
1.357
0.70795
2.43
0.45153


hsa-miR-29c-star_st
0.353
0.00335
2.41
0.45251


mmu-miR-1958_st
0.670
0.05026
5.65
0.45315


tgu-miR-18a_st
3.017
0.02277
2.70
0.45434


dvi-miR-133_st
2.357
0.32945
5.82
0.45443


rno-miR-99b_st
0.461
0.43422
2.67
0.45498


cfa-miR-301a_st
0.624
0.06490
2.25
0.45655


hsa-miR-490-5p_st
1.278
0.32470
2.21
0.45705


mmu-miR-33-star_st
1.572
0.17427
2.30
0.45962


rno-miR-199a-3p_st
1.749
0.05599
2.74
0.46110


bta-miR-2440_st
3.203
0.48886
3.70
0.46242


bmo-miR-133_st
2.279
0.25990
4.86
0.46303


cfa-miR-133b_st
2.025
0.17007
5.55
0.46692


bta-miR-345-5p_st
1.572
0.18065
5.13
0.46762


mml-miR-98_st
1.398
0.30438
2.26
0.46944


xtr-miR-133a_st
1.160
0.62692
4.17
0.46997


hsa-miR-331-3p_st
1.273
0.51470
3.16
0.47059


ssc-miR-345-5p_st
2.430
0.04969
2.34
0.47096


mmu-miR-199b_st
1.192
0.67283
2.63
0.47231


bta-miR-199a-3p_st
2.543
0.11800
2.62
0.47427


xtr-miR-301_st
0.672
0.01763
2.36
0.47448


xtr-miR-18a_st
3.259
0.02488
2.13
0.47636


ptr-miR-489_st
1.420
0.47941
2.62
0.47666


odi-miR-1c_st
2.264
0.44998
2.28
0.47915


mml-miR-301a_st
1.276
0.70811
3.12
0.48454


hsa-miR-151-3p_st
1.680
0.41209
2.19
0.48566


ptr-miR-18a_st
3.426
0.08141
2.75
0.48670


hsa-miR-26b-star_st
0.919
0.77310
2.06
0.48689


rno-miR-30e-star_st
1.109
0.70566
2.44
0.49077


hsa-miR-376c_st
2.731
0.13567
3.37
0.49384


eca-miR-340-3p_st
1.430
0.50561
2.03
0.49484


lla-miR-28_st
0.641
0.50787
2.29
0.49576


ppy-miR-1201_st
1.789
0.21627
2.54
0.49655


ptr-miR-628_st
1.017
0.95420
2.80
0.49954


ppy-miR-324-3p_st
1.855
0.20650
3.53
0.50173


mne-miR-181a-star_st
5.963
0.06913
2.44
0.50331


ssc-miR-339_st
0.701
0.21092
3.57
0.50382


mmu-miR-28_st
0.885
0.79473
2.53
0.50423


mdo-miR-140_st
0.593
0.08266
2.01
0.51323


rno-miR-331_st
1.388
0.51352
2.10
0.52029


tni-miR-181a-star_st
2.644
0.04098
2.53
0.52484


bta-miR-199c_st
3.148
0.04036
2.34
0.52872


cfa-miR-101_st
1.399
0.60707
2.45
0.52970


gga-miR-199-star_st
1.478
0.29925
2.59
0.53127


hsa-miR-628-3p_st
0.615
0.33215
2.11
0.53461


tgu-miR-301_st
0.829
0.62656
2.17
0.53704


oan-miR-301_st
0.745
0.24932
2.09
0.53782


dre-miR-146a_st
0.925
0.85478
2.04
0.54102


tgu-miR-140_st
0.387
0.02194
2.38
0.54135


hsa-miR-221-star_st
3.039
0.04024
2.34
0.54486


ptr-miR-199b_st
1.897
0.16315
2.66
0.54584


oan-miR-199_st
2.568
0.13218
2.01
0.54791


eca-miR-151-5p_st
2.304
0.22882
2.36
0.54879


ppy-miR-324-5p_st
1.256
0.25120
3.65
0.54951


mmu-miR-1839-5p_st
1.198
0.73955
2.16
0.55060


bta-miR-151-star_st
0.989
0.98245
2.56
0.55389


osa-miR1318_st
0.819
0.44521
2.17
0.55485


bta-miR-331_st
1.873
0.33604
2.43
0.55543


bta-miR-454_st
1.713
0.42340
2.03
0.55663


mml-miR-152_st
0.282
0.22825
2.25
0.56263


ppa-miR-214_st
0.942
0.18148
2.16
0.57470


mml-miR-598_st
1.149
0.14220
2.28
0.57873


hsa-miR-766_st
3.815
0.03904
2.77
0.61432


dre-miR-214_st
1.113
0.69400
2.09
0.61839


ssc-miR-331-3p_st
1.276
0.52197
2.10
0.62039


bta-miR-2395_st
2.650
0.47798
2.12
0.62298


mmu-miR-331-3p_st
0.624
0.03994
2.06
0.62789


bta-miR-339b_st
0.797
0.26496
2.10
0.62996


ssc-miR-324_st
2.013
0.29057
2.21
0.67343









These data show that the expression of several well-known pro-angiogenic miRNAs (see, e.g., Bonauer et al, Curr Drug Targets, 2010, 11: 943; Urbich et al, Cardiovasc Res, 2008, 79(4): 5818) such as miRNA 126 and miRNA 130a was about 80-fold and 50-fold higher in CD34+ cells (p=0.04) and exosomes (p=0.07), respectively, compared with MNCs and MNC exosomes (FIG. 20, 21; Table 2). For instance, expression of miRNA 130a (see, e.g., Zhang, Q. et al. Biochem Biophys Res Commun. 2011, 405:42-46) was about 50-fold higher in both CD34+ cells (p=0.008) and CD34+ exosomes (p=0.04) relative to the MNC cells and exosomes (FIG. 21; Table 2). Expression of miRNA 125b was about 14-fold higher in CD34+ cells (p=0.008) and about 180-fold higher in CD34+ exosomes (p=0.01) compared to the MNC counterparts (FIG. 22, Table 2). miRNA 92a was about 5-fold higher in both the CD34+ cells (p=0.0005) and exosomes (p=0.0008) relative to MNCs and MNC exosomes (FIG. 23, Table 2). Higher expression was detected in CD34+ exosomes as compared to MNC exosomes for miRNA 126 and miRNA 130a, which had approximately 9-fold and 10-fold higher expression in CD34+ exosomes (FIG. 24) similar to their cellular expressions. The miRNA microarray data was validated by qRT-PCR Taqman miRNA expression assays for the miRNAs demonstrating the most different expression. Overall, these data show that CD34+ exosomes are enriched for several pro-angiogenic miRNAs.


Example 6
Transfer of CD34+ Exosome to HUVECs

During the development of embodiments of the technology provided herein, experiments demonstrated that the amount of miRNA 126 in MNCs (which has about 50-fold lesser expression as compared to CD34+ cells) increased 4-fold after incubation with CD34+ exosomes (FIG. 25) compared to the untreated control. These data demonstrate the transfer of miRNA from the exosomes to cells.


Live imaging by confocal microscopy demonstrated the uptake of DiI labeled CD34+ exosomes by HUVECs following a 20-minute incubation of the HUVECs with the exosomes. This uptake of CD34+ exosomes by HUVECS is concentration dependent, as shown by flow cytometry analysis of HUVECs incubated with a 6× concentration of exosomes, which resulted in a higher intensity of DiI (FIG. 26). These results demonstrate that adult human CD34+ derived exosomes carry and transfer pro-angiogenic miRNA to recipient cells.


In additional experiments, it was demonstrated that Cy3-labeled miRNA is secreted from CD34+ cells. CD34+ cells were transfected with Cy3-labeled miRNA using lipofectamine reverse-transcription method. Either only lipofectamine or only Cy3 miRNA treatment without lipofectamine was taken as control. Flow cytometry analysis of the cells indicated successful transfection. Isolated intact exosomes were RNAse-treated and then tagged to 4-μm latex beads for flow cytometry analysis. The data indicated that the Cy3 is released via exosomes (FIG. 27a). Data also indicated the presence of Cy3 miRNA in the intracellular punctate vesicles of HUVECs, thus demonstrating that CD34+ exosomes transfer Cy3-labeled miRNA to HUVECs. Live imaging by confocal microscopy was used to acquire images of CD34+ cells transfected with Cy3 miRNA and to monitor the uptake of Cy3 into the cytosol of HUVECs. Multiple confocal images were acquired.


These data show that the exosomes secreted by CD34+ cells were morphologically similar in size and shape to exosomes described in previous reports, carried known exosomal protein markers, and induced angiogenic activity both in vitro and in vivo. Furthermore, the exosomes were sufficiently durable to remain intact and biologically active throughout the isolation procedure, which suggests that the functional radius of CD34+ exosomes could extend beyond the immediate vicinity of the secreting cell. Without being bound by any particular theory, the observation that exosomes from CD34+ cells were more potent than the cells themselves may indicate that the exosomes' superior durability may provide the ability to deliver a high dose of exosomes via collection from culture medium in which exosomes are secreted over a period of time. However, an understanding of the mechanism is not needed to practice the technology described herein, nor is the technology limited by any particular mechanism of action.


All publications and patents mentioned in the above specification are herein incorporated by reference. Various modifications and variations of the described method and system of the invention will be apparent to those skilled in the art without departing from the scope and spirit of the invention. Although the invention has been described in connection with specific preferred embodiments, it should be understood that the invention as claimed should not be unduly limited to such specific embodiments. Indeed, various modifications of the described modes for carrying out the invention that are obvious to those skilled in the relevant fields are intended to be within the scope of the following claims.

Claims
  • 1) A method comprising administering to a subject a therapeutically effective amount of purified adult stem cell vesicles or adult stem cell vesicle extract.
  • 2) The method of claim 1 wherein the vesicles are exosomes.
  • 3) The method of claim 1 wherein the vesicles contain TSG101 and CD63 proteins.
  • 4) The method of claim 1 wherein the vesicles contain CD34+ protein.
  • 5) The method of claim 1 wherein the vesicles are exosomes prepared from CD34+ cells.
  • 6) The method of claim 1 wherein the stem cells are isolated from cord blood, bone marrow, peripheral blood, brain, spinal cord, blood vessels, skeletal muscle, skin, teeth, heart, gut, liver, ovarian epithelium, amniotic fluid, umbilical cord, or testis.
  • 7) The method of claim 1 wherein the vesicles are delivered by injection catheter, by intramyocardial injection, by intracoronary administration, by intracoronary infusion, by an intravenous injection, or nanoparticles.
  • 8) The method of claim 1 wherein the subject requires angiogenic therapy.
  • 9) The method of claim 1 wherein the subject has a disease selected from the group consisting of cardiovascular disease, infarction, chronic wounds, ulcer, clogged vessels, damaged vessels, stenotic vessels, atherosclerosis, angina, peripheral vascular disease, critical limb ischemia, ischemic heart disease, hypoxic tissues, heart failure, bone marrow disease, Alzheimer's disease, diabetes, and Parkinson's disease.
  • 10) The method of claim 1 wherein the subject requires wound healing, scar reduction, or tissue regeneration.
  • 11) The method of claim 1 wherein the subject has a bone marrow transplant.
  • 12) The method of claim 1 wherein the subject has tissue damage from a stroke, hemorrhage, thrombosis, embolism, or hypoperfusion.
  • 13) A composition comprising purified and isolated adult stem cell vesicles or adult stem cell vesicle extract.
  • 14) The composition of claim 13 comprising a therapeutic amount of the purified and isolated adult stem cell vesicles or the adult stem cell vesicle extract.
  • 15) The composition of claim 13 comprising at least 104 vesicles.
  • 16) The composition of claim 13 wherein the vesicles are exosomes.
  • 17) The composition of claim 13 wherein the vesicles are from at least 104 stem cells or wherein the extract is from at least 104 stem cells.
  • 18) The composition of claim 13 wherein an amount of the vesicles is at least 0.1 gram.
  • 19) The composition of claim 13 essentially free of non-vesicle stem cell components.
  • 20) The composition of claim 13 wherein the vesicles are cup shaped, are 30-100 nm in diameter, or have a density of 1.1-1.2 g/ml.
  • 21) The composition of claim 13 wherein the vesicles contain TSG101 and CD63 proteins.
  • 22) The composition of claim 13 wherein the vesicles contain CD34+ protein.
  • 23) The composition of claim 13 wherein the vesicles are prepared from CD34+ cells.
  • 24) The composition of claim 13 wherein the vesicles are derived from an autologous source.
  • 25) The composition of claim 13 wherein the vesicles are derived from an allogeneic source.
  • 26) The composition of claim 13 wherein the vesicles are derived from an autologous source by a method comprising: a) mobilizing CD34+ cells by treating the autologous source with a mobilizing agent;b) enriching the CD34+ cells using apheresis; andc) further enriching the CD34+ cells using a magnetic bead cell selection device.
  • 27) The composition of claim 26 in which the mobilizing agent is GCSF or AMD3100.
  • 28) A method of preparing vesicles comprising culturing adult CD34+ stem cells in conditioned media, isolating the cells from the conditioned media, and purifying the vesicles to generate a purified preparation of adult CD34+ stem cell vesicles.
  • 29) The method of claim 28 wherein the CD34+ cells are derived from a GCSF-mobilized or AMD3100-mobilized source of animal adult stem cells.
  • 30) The method of claim 28 wherein the source of animal adult stem cells is peripheral blood.
  • 31) The method of claim 28 wherein the conditioned media is supplemented with 0.1-5% human serum albumin, FLT ligand, SCF, and VEGF.
  • 32) The method of claim 28 wherein purifying comprises sequential centrifugation.
  • 33) The method of claim 28 further comprising clarifying the vesicles on a density gradient.
  • 34) The method of claim 28 further comprising freezing the vesicles.
CROSS-REFERENCE TO RELATED APPLICATION

The present invention claims priority to U.S. Provisional Patent Application Ser. No. 61/394,193 filed Oct. 18, 2010, which is hereby incorporated by reference in its entirety.

STATEMENT REGARDING FEDERALLY SPONSORED RESEARCH OR DEVELOPMENT

This invention was made with government support under Grant No. RO1 HL053354 awarded by the National Institutes of Health. The government has certain rights in the invention.

Provisional Applications (1)
Number Date Country
61394193 Oct 2010 US