INCREASING STORAGE OF VITAMIN A, VITAMIN D AND/OR LIPIDS

Abstract
The present disclosure provides compositions that include a nanoparticle and a compound that reduces the biological activity of one or more bromodomain and extra-terminal family member (BET) proteins (e.g., a bromodomain inhibitor), and methods of using such compounds to increase retention or storage of vitamin A, vitamin D, and/or lipids by a cell, such as an epithelial or stellate cell.
Description
FIELD

The present application provides compositions that include a nanoparticle and a compound that reduces the biological activity of one or more bromodomain and extra-terminal family member (BET) proteins, and methods of using such compounds to increase retention or storage of vitamin A, vitamin D, and/or lipids by a cell, such as an epithelial or stellate cell.


BACKGROUND

Liver fibrosis and cirrhosis are serious clinical complications associated with a wide range of liver diseases including metabolic syndromes and cancer1,2.


However, no therapies have been approved by Food and Drug Administration (FDA) to-date3. While most anti-fibrotic strategies in development focus on cell-extrinsic molecules and cell membrane receptors, the contribution of cell-intrinsic pathways such as epigenetic pathways to liver fibrosis and their therapeutic potential remain poorly explored.


SUMMARY

The present application provides therapeutic compositions, such as a composition that includes a nanoparticle and one or more compounds (such as 1, 2, 3, or 4 such compounds) that reduces the biological activity of one or more bromodomain and extra-terminal family member (BET) proteins. For example, compounds that reduce the biological activity of one or more BET proteins include those that promote or increase storage or retention of vitamin A, vitamin D and/or lipids by a cell, such as an epithelial or stellate cell. In one example, the at BET inhibitor reduces the biological activity of one or more BET proteins by at least 25% as compared to the biological activity in the absence of the BET inhibitor. In some examples, the BET inhibitor promotes or increases storage or retention of vitamin A, vitamin D and/or lipids by a cell, such as an epithelial or stellate cell, by at least 20% or at least 25% as compared to the storage or retention of vitamin A, vitamin D and/or lipids by a cell in the absence of the BET inhibitor. A specific example of a compound that reduces the biological activity of one or more BET proteins is JQ1 ((S)-tert-butyl 2-(4-(4-chlorophenyl)-2,3,9-trimethyl-6H-thieno[3,2-f][1,2,4]triazolo[4,3-a][1,4]diazepin-6-yl)acetate). In some examples, such a composition further includes a chemotherapeutic, a biologic (such as a therapeutic monoclonal antibody), a vitamin D receptor (VDR) agonist, or combinations thereof.


The disclosure also provides methods for increasing or retaining vitamin A, vitamin D, and/or lipid in a cell (such as an epithelial or stellate cell). Such methods can include contacting the cell with a therapeutically effective amount of the compositions disclosed herein, thereby increasing or retaining vitamin A, vitamin D, and/or lipid in the cell. In some examples, such a cell is in a subject, and the method includes administering a therapeutically effective amount of the composition to the subject, thereby increasing or retaining vitamin A, vitamin D, and/or lipid in the cells of the subject, such as epithelial or stellate cells in the subject. In some examples, such a subject has a disease of the liver, pancreas or kidney (or combinations thereof).


The foregoing and other objects and features of the disclosure will become more apparent from the following detailed description, which proceeds with reference to the accompanying figures.





BRIEF DESCRIPTION OF THE DRAWINGS


FIGS. 1A-1D. BET expression in primary murine HSCs. mRNA-seq reads aligned to (A) Brd2, (B) Brd3, (C) Brd4 and (D) Brdt in primary murine HSCs at quiescent state (day 1).



FIGS. 2A-2H. BETs modulate pro-fibrotic super-enhancer activity in activated HSCs. A, COL1A1 expression in LX-2 cells treated with DMSO (vehicle) or BET inhibitor (JQ1, 500 nM) for 16 hr. B, BET expression shown by mRNA-seq reads aligned to BRD2, BRD3, BRD4 and BRDT in LX-2 cells. C, ChIP-qPCR at COL1A1 enhancer region in LX-2 cells treated with DMSO (vehicle) or JQ1 (500 nM, 16 hr). Data represents the mean±SEM of at least three independent experiments performed in triplicate. Asterisks denote statistically significant differences (Student's t-test, * p<0.05, ** p<0.01). D, De novo analysis of most enriched motifs located within 100 bp of BRD4 peaks in LX-2 cells (FDR=0.0001). E, Gene ontology (GO) analysis (MSigDB) of putative BRD4 target genes in LX-2 cells. F, Intensity plots showing hierarchical clustering of ChIP-fragment densities as a function of distance from the center of statistically significant H3K27ac peaks (FDR=0.0001) outside promoter regions (±2 kb of transcription start site). Intensity around position 0 of BRD2 (black), BRD3 (yellow) and BRD4 (red) indicates overlapping BET/H3K27ac sites with H3K27ac (green) acting as a positive control. G, Rank order of increased BRD4 fold enrichment at enhancer loci in LX-2 cells with super-enhancer defined as surpassing the inflection point. Representative fibrotic super-enhancers are indicated. H, Plots of BRD4 ChIP-seq signal intensity relative to the center of super-enhancers (SE) (500 most BRD4-loaded enhancers) and control enhancers (CE) (10,000 least BRD4-loaded enhancers) in LX-2 cells (±500 nM JQ1 for 16 hr).



FIGS. 3A and 3B. Involvement of BRD2/3/4 in mediating pro-fibrotic gene expression in activated human HSCs. A, COL1A1 and COL1A2, B, BRD2, BRD3 and BRD4 RT-qPCR analysis in control (siCNTL) or BET-specific (siBRD) siRNA-transfected LX-2 cells. Data represents the mean±SEM of at least three independent experiments performed in triplicate. Asterisks denote statistically significant differences (Student's t-test, * p<0.05, ** p<0.01, *** p<0.001).



FIG. 4. Gene expression analysis of anti-fibrotic properties of BET inhibitors in activated human HSCs. Heatmap of fold change of pro-fibrotic genes in LX-2 cells treated with three structurally distinct BET inhibitors, JQ1 (500 nM), I-BET (500 nM) and PFI-1 (500 nM) in LX-2 cells treated with or without TGFβ1 (5 ng/ml) for 16 hr. Gene expression levels in cells treated with vehicle (DMSO) only are arbitratively set as 1.00. Data represents the mean±SEM of at least three independent experiments performed in triplicate.



FIG. 5. Genomic colocalization of BETs in activated human HSCs. Intensity plots showing hierarchical clustering of ChIP-fragment densities as a function of distance from the center of statistically significant BRD4 binding peaks (FDR=0.0001). Intensity around position 0 of BRD2 and BRD3 indicates overlapping BET sites with BRD4 acting as a positive control.



FIGS. 6A-6D. BET inhibition perturbs transcriptional elongation in activated HSCs. A, Plots of BRD2, BRD3, BRD4 and Pol II ChIP-seq signal intensity relative to the center of their respective binding sites in LX-2 cells (±500 nM JQ1 for 16 hr). B, Intensity plots showing hierarchical clustering of ChIP-fragment densities as a function of distance from the center of statistically significant Pol II binding peaks (FDR=0.0001). Intensity around position 0 of BRD2, BRD3, and BRD4 indicates overlapping BETs/Pol II sites with Pol II acting as a positive control. c, Plots of CDK9, PAF1, Pol II S5p and Pol II S2p ChIP-seq signal intensity relative to the center of their respective binding sites in LX-2 cells (±500 nM JQ1 for 16 hr). D, Representative ChIP-seq reads aligned to COL1A1 and PDGFRB for BRD4, Pol II, Pol II S5p and Pol II S2p in LX-2 cells (±500 nM JQ1 for 16 hr). Super-enhancer (SE) regions are indicated.



FIG. 7. Diagram depicting in vitro HSC self-activation system.



FIGS. 8A-8G. BET inhibition blocks HSC activation into myofibroblasts. A, Selected heatmap of fold change of inducible genes in primary activated HSCs treated with DMSO (0.1%) or JQ1 (500 nM) at different time points (Day 3 and 6). Euclidean clustering of both rows and columns using log2-transformed mRNA-seq expression data, n=3 per treatment group. Bullets (red) indicate key fibrosis marker genes: Col1a1, Col1a2, Acta2 and Des. b, Global analysis of gene expression showing activation-induced genes with time (red) and progressive suppression of this induction by JQ1. c, Volcano plot showing fold change (x axis) effect of JQ1 versus DMSO (shades of blue) on all genes upregulated at both time points (Day 3 and 6) versus Day 1 (shades of red). Progression from light to dark shading represents increasing time (Day 3 and 6). d, Gene ontology (GO) analysis (MSigDB) of activation-induced genes that were suppressed by JQ1. e, Representative images of primary HSCs at quiescent state (day 1: D1) and activated state (day 6: D6) treated with DMSO (0.1%) or JQ1 (500 nM) using different methods: bright field (top panel), Acta2 immunofluorescence staining (middle panel) and BODIPY staining (bottom panel). Scale bar, 50 m. f, Expression of Acta2 in e was determined by western blot analysis. g, Quantitation of lipid-containing cells in e. Data represents the mean±SEM of at least three independent experiments. Asterisks denote statistically significant differences (Student's unpaired t-test, *** p<0.001).



FIG. 9. BET inhibition suppresses pro-fibrotic gene expression during HSC activation into myofibroblasts. Col1a1, Acta2, Timp1 and Des qRT-PCR analysis in primary murine HSCs treated with DMSO or JQ1 (500 nM) for indicated period. Data represents the mean±SEM of at least three independent experiments performed in triplicate. Asterisks denote statistically significant differences (Student's t-test, * p<0.05, ** p<0.01, *** p<0.001).



FIGS. 10A-10F. BET inhibition blocks proliferation underlying HSC activation into myofibroblasts. A, Anti-proliferative activity of JQ1 during HSC activation into myofibroblasts. B, Detection of apoptosis in JQ1-treated cells (500 nM) by TUNEL assay. C, Detection of cellular senenscence in JQ1-treated cells (500 nM) by β-galactosidase staining. D, BrdU incorporation assay in JQ1-treated cells (500 nM). E, Pdgfrb and Ccnd1, F, Ccnd2 and Myc RT-qPCR analysis in primary HSCs treated with DMSO or JQ1 (500 nM). Data represents the mean±SEM of at least three independent experiments performed in triplicate. Asterisks denote statistically significant differences (Student's t-test, * p<0.05, ** p<0.01, *** p<0.001). Scale bar, 50 μM.



FIGS. 11A-11F. Anti-proliferative properties of BET inhibitors in activated human HSCs. Anti-proliferative activity of A, JQ1 and B, I-BET-151 against LX-2 cells. C, BrdU incorporation assay in LX-2 cells treated with DMSO or JQ1/I-BET-151 (500 nM) for 72 hr. D, Detection of apoptosis in LX-2 cells treated with DMSO or JQ1/I-BET-151 (500 nM) for 72 hr by TUNEL assay. E, Detection of cellular senenscence in LX-2 cells treated with DMSO or JQ1/I-BET-151 (500 nM) for 72 hr by β-galactosidase staining. F, PDGFRB and CCND1 RT-qPCR analysis in LX-2 cells treated with DMSO or JQ1/I-BET-151 (500 nM) for 72 hr. Data represents the mean±SEM of at least three independent experiments performed in triplicate. Asterisks denote statistically significant differences (Student's t-test, * p<0.05, ** p<0.01, *** p<0.001). Scale bar, 50 μM.



FIGS. 12A-12C. Serum ALT and gene expression analysis in prophylactic model of liver fibrosis. A, Dosing regime in the preventive liver fibrosis model. B, Hepatic injury was measured by serum ALT. C, qRT-PCR measurement of hepatic gene expression levels of Col1a1, Acta2, Tgfjβ1, and Timp1. Data represents the mean±SEM. Asterisks denote statistically significant differences (Student's t-test, * p<0.05, ** p<0.01, *** p<0.001).



FIGS. 13A-13G. Characterization of anti-fibrotic properties of BET inhibition in liver. A, Livers from 4-week-treated C57BL/6J mice (vehicle [corn oil plus 2-Hydroxypropyl-3-cyclodextrin (HP—O-CD), n=5], JQ1 [corn oil plus JQ1 50 mg/kg IP, n=5], carbon tetrachloride [CCl4 0.5 ml/kg plus HP-13-CD IP, n=10], and CCl4 plus JQ1 [n=8]) stained with Sirius red (left) and hematoxylin and eosin (H&E, right). Scale bar, 250 m. B, Selected heatmap of fold change of pro-fibrotic genes in liver samples described in A. Euclidean clustering of both rows and columns using log 2-transformed mRNA-seq expression data, n=3 per treatment group. C, Acta2 immunohistochemistry in liver samples shown in A. Fibrosis quantified by D H&E staining (Ishak score), E hydroxyproline content and F Sirius red staining. G, Quantification of Acta2 immunohistochemical staining in C. Data represents the mean±SEM. Asterisks denote statistically significant differences (Student's unpaired t-test, *** p<0.001).



FIGS. 14A-14J. Therapeutic effects of BET inhibition against liver fibrosis. A, Dosing regime in the therapeutic liver fibrosis model. B, Livers from 6-week-treated C57BL6J mice (CCl4 [n=10] and CCl4 plus JQ1 [n=10]) stained with Sirius red (left) and hematoxylin and eosin (H&E, right). Scale bar, 250 m. Fibrosis quantified by C H&E staining (Ishak score), D Sirius red staining and E hydroxyproline content. F, qRT-PCR measurement of hepatic gene expression levels of Col1a1 and Timp1. G, HSC activation was determined by Acta2 immunohistochemistry. H, Quantification of Acta2 immunohistochemical staining in G. I, qRT-PCR measurement of hepatic gene expression levels of Acta2. J, Model depicting proposed epigenetic control of liver fibrogenesis by BETs. Data represents the mean±SEM. Asterisks denote statistically significant differences (Student's unpaired t-test, ** p<0.01, *** p<0.001).



FIG. 15. Therapeutic effects of BET inhibition against pancreatic cancer cells in vitro. Cell lines shown were grown in the presence of 500 nM JQ1 for 72 hours in astromal or stromal culture conditions.



FIGS. 16A-16D. Therapeutic effects of BET inhibition against orthotopic allografts in vivo. Effect of JQ1 on orthotopic allografts of pancreatic cancer cells (A) BLI, (B) pancreas weight, (C) phospho-H3+ nuclei per field of view (40×), and (D) CD45 and DAPI expression, following 14 days of treatment with 75 mg/kg JQ1 or vehicle alone.





SEQUENCE LISTING

The nucleic acid sequences are shown using standard letter abbreviations for nucleotide bases, as defined in 37 C.F.R. 1.822. Only one strand of each nucleic acid sequence is shown, but the complementary strand is understood as included by any reference to the displayed strand. The sequence listing generated on May 17, 2018 (5.00 KB) and submitted herewith [7158-92395-08_Sequence_Listing.txt] is herein incorporated by reference.


SEQ ID NOS: 1 to 32 provide primer sequences used for QPCR.


DETAILED DESCRIPTION

The following explanations of terms and methods are provided to better describe the present disclosure and to guide those of ordinary skill in the art in the practice of the present disclosure. The singular forms “a,” “an,” and “the” refer to one or more than one, unless the context clearly dictates otherwise. For example, the term “comprising a cell” includes single or plural cells and is considered equivalent to the phrase “comprising at least one cell.” The term “or” refers to a single element of stated alternative elements or a combination of two or more elements, unless the context clearly indicates otherwise. As used herein, “comprises” means “includes.” Thus, “comprising A or B,” means “including A, B, or A and B,” without excluding additional elements. All GenBank® Accession numbers referenced herein are incorporated by reference for the sequence available on Feb. 10, 2014. All references, including patents and patent applications, and GenBank® Accession numbers cited herein are incorporated by reference.


Unless explained otherwise, all technical and scientific terms used herein have the same meaning as commonly understood to one of ordinary skill in the art to which this disclosure belongs. Although methods and materials similar or equivalent to those described herein can be used in the practice or testing of the present disclosure, suitable methods and materials are described below. The materials, methods, and examples are illustrative only and not intended to be limiting.


Suitable methods and materials for the practice or testing of the disclosure are described below. However, the provided materials, methods, and examples are illustrative only and are not intended to be limiting. Accordingly, except as otherwise noted, the methods and techniques of the present disclosure can be performed according to methods and materials similar or equivalent to those described and/or according to conventional methods well known in the art and as described in various general and more specific references that are cited and discussed throughout the present specification.


In order to facilitate review of the various embodiments of the disclosure, the following explanations of specific terms are provided:


Administration: The compositions provided herein can be delivered to a subject in need thereof using any method known in the art. Includes oral, nasal, rectal, vaginal, transdermal, and parenteral administration. Generally, parenteral formulations are those that are administered through any possible mode except ingestion. This term also refers to injections, whether administered intravenously, intrathecally, intramuscularly, intraperitoneally, intra-articularly, or subcutaneously, and various surface applications including intranasal, inhalational, intradermal, and topical application, for instance.


Bromodomain and extra-terminal family member (BET): A group of proteins that recognize acetylated lysines, such as those on N-terminal histone tails. Examples include bromodomain-containing protein 2 (Brd2), Brd3, Brd4 and bromodomain, testis-specific (Brdt).


Brd2 (OMIM 601540) is a putative nuclear transcriptional regulator and a member of a family of genes that are expressed during development. Brd2 sequences are publically available, for example from GenBank® sequence database (e.g., accession numbers NM_001113182.2 and NP_001106653). One of ordinary skill in the art can identify additional Brd2 nucleic acid and protein sequences, including Brd2 variants.


Brd3 (OMIM 601541), also known as RING3-like protein (RING3L), binds hyperacetylated chromatin and plays a role in the regulation of transcription. Brd3 sequences are publically available, for example from GenBank® sequence database (e.g., accession numbers NM_007371.3 and NP_031397.1). One of ordinary skill in the art can identify additional Brd3 nucleic acid and protein sequences, including Brd3 variants.


Brd4 (OMIM 608749) influences mitotic progress as it remains bound to transcriptional start sites of gene expressed during the M/G1 transition. Brd4 has been identified as a component of a recurrent chromosomal translocation in an aggressive form of human squamous carcinoma. Brd4 sequences are publically available, for example from GenBank® sequence database (e.g., accession numbers NM_058243.2, NM_014299.2, NP_055114.1, AAH35266.1, and NP_490597.1). One of ordinary skill in the art can identify additional Brd4 nucleic acid and protein sequences, including Brd4 variants.


Brdt (OMIM 602144) is a testis-specific chromatin protein that specifically binds histone H4 acetylated at ‘Lys-5’ and ‘Lys-8’ (H4K5ac and H4K8ac, respectively) and plays a role in spermatogenesis. Brdt sequences are publically available, for example from GenBank® sequence database (e.g., accession numbers AF019085 and AAB87862.1). One of ordinary skill in the art can identify additional Brdt nucleic acid and protein sequences, including Brdt variants.


Contact: To bring one agent into close proximity to another agent, thereby permitting the agents to interact. For example, a composition containing a BET inhibitor can be applied to a cell (for example in tissue culture), or administered to a subject, thereby permitting the BET inhibitor to interact with cells in vitro or in vivo.


Fibrosis: Refers to the formation or development of excess fibrous connective tissue in an organ or tissue as a reparative or reactive process, as opposed to a formation of fibrous tissue as a normal constituent of an organ or tissue. The term fibrosis includes at least liver/hepatic fibrosis, kidney/renal fibrosis, and pancreatic fibrosis. In particular examples the subjects treated herein have a fibrosis, such as a liver fibrosis.


Hepatic fibrosis is the accumulation of abnormal extracellular matrix (ECM) proteins and a resultant loss of liver function, and is an accompaniment of an inflammation-driven wound healing process triggered by chronic liver injury (Bataller & Brenner 2005 J Clin Invest., 115(2):209-18). The most common causes of liver injury that lead to fibrosis include chronic hepatitis C virus (HCV) infection, alcohol abuse, chronic hepatitis B infection (HBV) and increasingly, nonalcoholic steatohepatitis (NASH), which represents the hepatic metabolic consequence of rising obesity and associated insulin resistance in the setting of an increasingly sedentary lifestyle (Bataller & Brenner 2005 J Clin Invest., 115(2):209-18; Friedman 1999 Am J Med., 107(6B):27S-30S; Siegmund et al., 2005 Dig Dis., 23(3-4):264-74; Friedman & Bansal Hepatology., 43(2 Suppl 1):582-8). The inflammatory process that results from hepatic injury triggers a variety of cellular responses that include cell repair, regeneration, increased extracellular matrix turnover, and ultimately, in some patients, significant fibrosis. Progressive fibrosis of the liver eventually can result in cirrhosis, loss of liver function (decompensated cirrhosis), portal hypertension, and hepatocelluar carcinoma (Bataller & Brenner 2005 J Clin Invest. 115(2):209-18; Friedman 2003 J. Hepatol. 38(Suppl. 1):S38-S53).


Without being bound by theory, hepatic fibrogenesis is thought to be the result of a wound healing process that occurs after continued liver injury in which parenchymal cells proliferate to replace necrotic or apoptotic cells. This process is associated with an inflammatory response and a limited deposition of ECM. If the hepatic injury persists, eventually hepatocytes are replaced by abundant ECM components, including fibrillar collagen. The distribution of this fibrous material within the lobular architecture of the liver depends on the origin of the liver injury. In chronic viral hepatitis and chronic cholestatic disorders, the fibrotic tissue is initially located around the portal tracts, while in alcohol-induced liver disease and NASH, it is found in the pericentral and perisinusoidal areas (Friedman 2003 J. Hepatol., 38(Suppl. 1):S38-S53; Popper & Uenfriend 1970. Am. J. Med., 49:707-721). As fibrotic liver diseases advance, the pathology progresses from isolated collagen bands to bridging fibrosis, and ultimately, established cirrhosis with regenerative nodules of hepatocytes encapsulated within type I collagen bands (Popper & Uenfriend 1970. Am. J. Med., 49:707-721).


Renal fibrosis causes significant morbidity and mortality as the primary acquired lesion leading to the need for dialysis or kidney transplantation. Renal fibrosis can occur in either the filtering or reabsorptive component of the nephron, the functional unit of the kidney. Experimental models have identified a number of factors that contribute to renal scarring, particularly derangements of physiology involved in the autoregulation of glomerular filtration. This in turn leads to replacement of normal structures with accumulated extracellular matrix (ECM). A spectrum of changes in the physiology of individual cells leads to the production of numerous peptide and non-peptide fibrogens that stimulate alterations in the balance between ECM synthesis and degradation to favor scarring. Almost all forms of end stage renal disease (ESRD) are characterized by significant renal fibrosis.


Fibrosis of the pancreas is a characteristic feature of chronic pancreatitis of various etiologies, and is caused by such processes as necrosis/apoptosis, inflammation, and duct obstruction. The initial event that induces fibrogenesis in the pancreas is an injury that may involve the interstitial mesenchymal cells, the duct cells and/or the acinar cells. Damage to any one of these tissue compartments of the pancreas is associated with cytokine-triggered transformation of resident fibroblasts/pancreatic stellate cells into myofibroblasts and the subsequent production and deposition of extracellular matrix. Depending on the site of injury in the pancreas and the involved tissue compartment, predominantly inter(peri)lobular fibrosis (as in alcoholic chronic pancreatitis), periductal fibrosis (as in hereditary pancreatitis), periductal and interlobular fibrosis (as in autoimmune pancreatitis) or diffuse inter- and intralobular fibrosis (as in obstructive chronic pancreatitis) develops.


Hepatic stellate cells (HSCs): Include pericytes found in the perisinusoidal space (a small area between the sinusoids and hepatocytes) of the liver. The hepatic stellate cell is the major cell type involved in liver fibrosis, which is the formation of scar tissue in response to liver damage. Stellate cells can be selectively stained with gold chloride, but their distinguishing feature in their quiescent (non-activated) state in routine histological preparations is the presence of multiple vitamin A-rich lipid droplets in their cytoplasm, which auto-fluoresce when exposed to ultraviolet (UV) light.


In the normal liver, stellate cells exist in a quiescent state. Quiescent stellate cells represent 5-8% of the total number of liver cells. Each cell has several long protrusions that extend from the cell body and wrap around the sinusoids. The lipid droplets in the cell body store vitamin A. Without being bound by theory, quiescent hepatic stellate cells are thought to play a role in physiological (normal) ECM production and turnover as well as acting as a liver-resident antigen-presenting cell, presenting lipid antigens to and stimulating proliferation of NKT cells.


When the liver is damaged, stellate cells can change into an activated state. The activated stellate cell is characterized by proliferation, contractility, and chemotaxis. The amount of stored vitamin A decreases progressively in liver injury. The activated stellate cell is also responsible for secreting excessive and pathological ECM components as well as reduced production of matrix degrading enzymes, which leads to fibrosis.


Isolated: An “isolated” biological component (such as a nucleic acid molecule, peptide, or cell) has been purified away from other biological components in a mixed sample (such as a cell extract). For example, an “isolated” peptide or nucleic acid molecule is a peptide or nucleic acid molecule that has been separated from the other components of a cell in which the peptide or nucleic acid molecule was present (such as an expression host cell for a recombinant peptide or nucleic acid molecule).


Pancreatic cancer: A malignant tumor within the pancreas. The prognosis is generally poor. About 95% of pancreatic cancers are adenocarcinomas (such as pancreatic ductal adenocarcinoma). The remaining 5% are tumors of the exocrine pancreas (for example, serous cystadenomas), acinar cell cancers, and pancreatic neuroendocrine tumors (such as insulinomas). An “insulinoma” is a cancer of the beta cells that retains the ability to secrete insulin. Patients with insulinomas usually develop neuroglycopenic symptoms. These include recurrent headache, lethargy, diplopia, and blurred vision, particularly with exercise or fasting. Severe hypoglycemia may result in seizures, coma and permanent neurological damage. Symptoms resulting from the catecholaminergic response to hypoglycemia (for example, tremulousness, palpitations, tachycardia, sweating, hunger, anxiety, nausea). A pancreatic adenocarciona occurs in the glandular tissue. Symptoms include abdominal pain, loss of appetite, weight loss, jaundice and painless extension of the gallbladder. In some examples, a pancreatic ductal adenocarcinoma is one having a Kras mutation.


Classical treatment for pancreatic cancer, including adenocarcinomas and insulinomas includes surgical resection (such as the Whipple procedure) and chemotherapy with agent such as fluorouracil, gemcitabine, and erlotinib.


Pancreatic stellate cells (PSCs): Myofibroblast-like cells, which like hepatic stellate cells can switch between the quiescent and activated phenotypes.


PSCs reside in exocrine areas of the pancreas. The PSC is the major cell type involved in pancreatic fibrosis, which is the formation of scar tissue in response to damage to the pancreas. When activated, PSCs migrate to the injured location, and participate in tissue repair activities, secreting extracellular matrix (ECM) components. PSC are believed to play a role in the pathogenesis of pancreatitis and pancreatic cancer.


In healthy pancreas, quiescent PSCs store lipids, contain cytoplasmic lipid droplets, and express neural markers (such as nestin, desmin). In contrast, activated proliferative PSCs loose lipid droplets, are myofibroblast (CAF)-like (e.g., express alpha-SMA), and have increased ECM production.


A 3D model of a human pancreatic ductal adenocarcinoma with stromal features can be made using the methods of Weigelt et al. (Adv. Drug Deliv. Rev. 2014; 69-70:42-51).


Pharmaceutically acceptable carriers: The pharmaceutically acceptable carriers useful in this disclosure are conventional. Remington's Pharmaceutical Sciences, by E. W. Martin, Mack Publishing Co., Easton, Pa., 15th Edition (1975), describes compositions and formulations suitable for pharmaceutical delivery of the compositions herein disclosed. For example a composition provided herein can be administered in the presence of on or more pharmaceutically acceptable carriers.


In general, the nature of the carrier will depend on the particular mode of administration being employed. For instance, parenteral formulations usually include injectable fluids that include pharmaceutically and physiologically acceptable fluids such as water, physiological saline, balanced salt solutions, aqueous dextrose, glycerol or the like as a vehicle. For solid compositions (for instance, powder, pill, tablet, or capsule forms), conventional non-toxic solid carriers can include, for example, pharmaceutical grades of mannitol, lactose, starch, or magnesium stearate. In addition to biologically-neutral carriers, pharmaceutical compositions to be administered can contain minor amounts of non-toxic auxiliary substances, such as wetting or emulsifying agents, preservatives, and pH buffering agents and the like, for example sodium acetate or sorbitan monolaurate. Embodiments of other pharmaceutical compositions can be prepared with conventional pharmaceutically acceptable carriers, adjuvants, and counter-ions, as would be known to those of skill in the art. The compositions in some embodiments are in the form of a unit dose in solid, semi-solid, and liquid dosage forms, such as tablets, pills, capsules, lozenges, powders, liquid solutions, or suspensions.


Subject: Living multi-cellular vertebrate organisms, a category that includes both human and non-human mammals. The methods and compositions disclosed herein have equal applications in medical and veterinary settings. Therefore, the general term “subject” is understood to include all animals, including, but not limited to, humans or veterinary subjects, such as other primates (including monkeys), dogs, cats, horses, and cows.


Therapeutically effective amount: An amount of a therapeutic agent (such as a composition provided herein that includes a BET inhibitor), alone or in combination with other agents sufficient to prevent advancement of a disease, to cause regression of the disease, or which is capable of relieving symptoms caused by the disease, such as a symptom associated with fibrosis of the liver, pancreas or kidney, for example fever, respiratory symptoms, fibrotic content, pain or swelling. In one example, a therapeutically effective amount is an amount of a composition provided herein that includes a BET inhibitor sufficient to reduce symptoms of fibrosis by at least 10%, at least 20%, at least 50%, at least 70%, or at least 90%.


Treating a disease: “Treatment” refers to a therapeutic intervention that ameliorates a sign or symptom of a disease or pathological condition (for instance, fibrosis) after it has begun to develop. “Prevention” refers to inhibiting the full development of a disease, for example in a person who is known to have a predisposition to a disease such as a person who has been or is at risk for developing fibrosis of the liver, pancreas or kidney.


Vitamin D: A group of fat-soluble secosteroid prohormones and hormones, the two major forms of which are vitamin D2 (ergocalciferol) and vitamin D3 (cholecalciferol), which are converted to 1α,25 dihydroxyvitamin D3 (1,α25-(OH)2-D3), also known as calcitriol, the physiologically active form of vitamin D.


Vitamin D agonist or analog: Any compound, synthetic or natural, that binds to and activates the vitamin D receptor, such as a VDR ligand (e.g., calcitriol), VDR agonist precursor, vitamin D analogs, vitamin D precursors. Specific, non-limiting examples of natural and synthetic vitamin D agonists and analogs include 1α,25(OH)2D3, calcipotriol, LG190090, LG9190119, LG190155, LG190176, and LG190178 (see, for instance, Boehm et al., (1999) Chemistry & Biology, 6:265-275); LY2108491, and LY2109866 (Ma et al., (2006) J Clin. Invest., 116:892-904); 20-(3-Hydroxypropoxy)1α,25-Dihydroxyvitamin D3 (ED-71) (Tsurukami et al., (1994) Calcif Tiss. Int. 54:142-149); EB1089 (Pepper et al., (2003) Blood, 101:2454-2460); OCT(22-oxa-calcitrol) (Makibayashi et al., (2001) Am. J. Path., 158:1733-1741); (1 uOH-2,19-nor-25hydroxyvitaminD3) and (1,3-Deoxy-2-CHCH2OH-19-nor-25-hydroxyvitaminD3) (Posner et al., (2005) Bioorganic & Medicinal Chemistry, 13:2959-2966) and any of the vitamin D analogs disclosed in Rey et al., (1999) J. Organic Chem., 64:3196-3206; and bile acid derivatives such as lithochoic acid (LCA) and ursodoxycholic acid (UDCA) (see, for instance, Nehring et al., (2007) PNAS, 104:10006-10009; Makishima et al., (2002) Science, 296:1313-1316; Copaci et al., (2005) Rom. J. Gastroenterol., 14:259-266). Each of these references is hereby incorporated by reference in its entirety.


Vitamin D precursor: Any compound capable of being converted to an agonist of the vitamin D receptor by an enzyme. In certain, non-limiting examples, that enzyme is CYP27B1. Specific, non-limiting examples of vitamin D precursors include vitamin D3 (cholecalciferol), 25-hydroxy-vitamin D3 (25-OH-D3) (calcidiol), as well as vitamin D2 (ergocalciferol) and its precursors.


Vitamin D receptor (VDR): A member of the steroid hormone family of nuclear receptors. VDR possesses the common nuclear receptor structure, for example, is comprised of an N-terminal activation domain, a DNA-binding region (DBD) with two zinc finger domains, a hinge region and a ligand-binding domain (LBD). VDR activated gene transcription requires initial nuclear translocation via importin-α, heterodimerization with RXR, and binding to response elements present in target genes. VDR is known to regulate genes associated with the maintenance of calcium and phosphate homeostasis in the intestine and kidney. The signal initiated by VDR/RXR heterodimers is modulated by the association of co-activating or co-repressing proteins and also depends on other signaling partners in the nuclear compartment. The VDR/RXR heterodimer is non-permissive, in that the presence or absence of RXR ligands is not known to affect VDR responses.


Until recently the only known physiological ligand for VDR was 1α,25(OH)2D3 (calcitriol). However, specific bile acids such as LCA and some derivatives (LCA-acetate, LCA-formate, 3-keto LCA) also can activate VDR.


Overview

Fibrotic diseases contribute to as much as 45% of mortalities in developed countries, and thus contribute a huge health burden with few clinically available therapeutic options. While most anti-fibrotic strategies currently in development focus on cell-extrinsic molecules or autonomous receptors, the contribution of the human genome to organ fibrogenesis and its therapeutic potential remain unknown. The role of genetic enhancers in myofibroblasts, a cell type that dominates the pathogenesis and progression of tissue fibrosis, is examined herein. It is shown that bromodomain and extra-terminal family members (BETs), a group of epigenetic readers, are involved in super-enhancer-mediated pro-fibrotic gene expression in hepatic stellate cells (HSCs, a.k.a. lipid-containing liver-specific pericytes), which upon activation during liver fibrogenesis give rise to myofibroblasts. The data herein show BETs enrichment concentrated at hundreds of super-enhancers associated with genes involved in multiple pro-fibrotic pathways. This unique loading pattern serves as a molecular mechanism by which BETs coordinate pro-fibrotic gene expression in myofibroblasts. Strikingly, suppression of BET-enhancer interaction using small-molecule inhibitors such as JQ1 dramatically blocks activation of HSCs into myofibroblasts and significantly compromises the proliferation of activated HSCs. Furthermore, pharmacologic studies show that JQ1-mediated BET inhibition confers strong protective as well as therapeutic effects against liver fibrosis. In addition, it is shown that JQ1 reduces or inhibits growth of pancreatic cancer cell lines in vitro and in vivo. Since myofibroblasts are the final common pathological cell type underlying nearly all fibrotic disease, targeting pro-fibrotic super-enhancers in these cells through BET inhibition can have clinical benefits in patients with a broad spectrum of fibrotic complications.


In light of the enormous unfulfilled clinical need for anti-fibrotic therapies, these findings therefore not only identify BET-mediated super-enhancers as critical genomic regulators of fibrosis but also provide the first mechanistic insights into the intrinsic epigenetic vulnerabilities for fibrotic diseases that can be exploited for pharmacological intervention.


The role of epigenetic regulators in modulating pro-fibrotic response in hepatic stellate cells (HSCs), a key cellular player underlying the pathogenesis and progression of liver fibrosis1,4, is demonstrated herein. It is shown that, a group of epigenetic readers, bromodomain and extra-terminal family members (BETs), are critical for pro-fibrotic gene expression during HSC activation. Suppression of BETs using small-molecule inhibitors such as JQ1 dramatically blocks transdifferentiation as well as proliferation of HSCs (as well as PSCs) during their activation into myofibroblasts in vitro. Pharmacological studies in the standard mouse model of liver fibrosis show that JQ1 confers strong protection against liver fibrosis. Notably, the compound even exhibits significant therapeutic effects as it slows the progression of the disease in the same animal model. Mechanistically, it is shown that BETs function as a platform for the recruitment of coregulatory complexes such as polymerase-associated factor complex (PAFc) and positive transcription elongation factor complex (P-TEFb) to facilitate transcriptional elongation of pro-fibrotic genes in activated HSCs. Similar results are shown for pancreatic stellate cells and cancers. These findings expose liver fibrosis/cirrhosis, as well as pancreatic fibrosis/cancer to their intrinsic epigenetic vulnerabilities that for the first time can be exploited for pharmacological intervention.


Activation of quiescent HSCs into myofibroblasts is the hallmark event in the pathogenesis of liver fibrosis1,4. In addition to dramatic phenotypic changes, HSC activation is also accompanied by significant induction of pro-fibrotic gene expression2. Therapeutic strategies that selectively target such a pathological gene expression program in HSCs therefore hold promise for anti-fibrotic therapies23. In this regard, previous results demonstrated the genomic crosstalk between transcription factors mediates epigenetic attenuation of pro-fibrotic response in HSCs implicate chromatin-bound epigenetic regulatory machinery as novel drug targets for clinical management of liver fibrosis5. To explore such molecular conduits that can be exploited pharmaceutically, a subset of bromodomain and extra terminal family proteins (BETs: BRD2, BRD3, BRD4 and BRDT) were examined as: 1. These proteins are druggable targets and selective BET inhibitors that disrupt interaction between BETs and histones have been well characterized6,7; 2. BETs are regulators of pathologenic gene expression programs which underlies cancerous8,9,10,11, viral12, pro-inflammatory13 and cardiac hypertrophic responses14,15.


It is shown herein that BETs have an unexpected but critical role as epigenetic regulators of myofibroblast activation that is essential for fibrosis, such as liver, pancreatic, and kidney fibrosis. It is shown that BETs control HSC activation by governing super-enhancer activity that mediates transcriptional elongation of pro-fibrotic genes and pharmacological targeting of BETs leads to attenuation of liver fibrosis. The data provided herein establish the first example of intrinsic genomic/epigenetic susceptibilities that can be exploited pharmaceutically to ameliorate tissue fibrosis, for example to manage liver fibrosis, pancreatic fibrosis, kidney fibrosis, or pancreatic cancer.


Compositions Containing Bromodomain Inhibitors

The present disclosure provides compositions that include a nanoparticle and one or more compounds that reduce the biological activity of one or more bromodomain and extra-terminal family member (BET) proteins. Such compositions can include additional agents, such as one or more pharmaceutically acceptable carriers, other therapeutic agents, or combinations thereof. In one example, the compositions further include a chemotherapeutic (such as gemcitabine), a biologic (such as a therapeutic antibody), a vitamin D receptor (VDR) agonist (such as vitamin D, a vitamin D precursor, a vitamin D analog, a vitamin D receptor ligand, a vitamin D receptor agonist precursor, or combinations thereof), or combinations thereof. Specific examples of VDR agonists that can be used include, but are not limited to: calcipotriol, 25-hydroxy-D3 (25-OH-D3) (calcidiol); vitamin D3 (cholecalciferol); vitamin D2 (ergocalciferol), 1,α25-dihydroxyvitamin D3 (calcitriol), and combinations thereof. The disclose compositions can be used in the methods provided herein.


Examples of nanoparticles that can be used in the disclosed compositions include, but are not limited to those provided in US Publication Nos. 20130287688, 20130287857, 20100233251, 20100092425, 20120027808, 20080226739, and 20050215507 and U.S. Pat. Nos. 7,427,394, 8,343,497, 8,562,998, 7,550,441, 7,727,969, 8,343,498, and 8,277,812, all herein incorporated by reference. In some examples the nanoparticle is a lipid or polymeric nanoparticle. In a specific example, the nanoparticle includes a linear-dendritic hybrid polymer for encapsulating biologically active materials, comprising: a ligand for a predetermined target; a dendron; and a polyethylene glycol (PEG) chain linking the ligand to the dendron. In some examples, the nanoparticle is between about 0.1 nm and 5000 nm in diameter, such as 1-100 nm, 0.1-1 nm, 5-20 nm, 5-15 nm, 10-5,000 nm, 20-1,000 nm, 10-500 nm, 10-200 nm, 10-150 nm, 10-100 nm, 10-25 nm, 20-40 nm, or 10, 15, 20, 25, 35, 45, 50, 75, 100, 150 or 200 nm in diameter.


BET proteins whose function can be reduced or inhibited with the disclosed compositions include human bromodomain-containing protein 2 (Brd2), Brd3, Brd4 and/or Brdt. The BET family shares a common domain architecture feature two amino-terminal bromodomains that exhibit high levels of sequence conservation. The biological activity BET proteins that can be reduced or inhibited by the disclosed compositions can include the release of vitamin A from a cell, release of vitamin D from a cell, release of lipids from a cell, or combinations thereof. In some examples, the cell is a stellate cell (such as a pancreatic, kidney or hepatic stellate cell), an epithelial cell, or both. For example, in response to injury or stress, vitamins A and D and lipids can be released from an activated cell (such as an activated epithelial or stellate cell), which can result in other injury, such as fibrosis.


Thus, in order to reduce these other injuries, such as fibrosis, the function of BET proteins can be reduced or inhibited to revert the cell to a quiescent state.


A compound that reduces the biological activity of a BET protein (e.g., a BET inhibitor or bromodomain inhibitor) need not completely inhibit BET protein activity. In some examples, such compounds reduce BET protein activity by at least 10%, at least 20%, at least 25%, at least 40%, at least 50%, at least 75%, at least 80%, at least 90%, at least 95%, or at least 99%. Thus in one example, a compound that reduces the biological activity of a BET protein can reduce the release of vitamin A from a cell (such as a stellate or epithelial cell) by at least 10%, at least 20%, at least 25%, at least 40%, at least 50%, at least 75%, at least 80%, at least 90%, at least 95%, or at least 99%, as compared to an absence of the compound. In one example, a compound that reduces the biological activity of a BET protein can reduce the release of vitamin D from a cell (such as a stellate or epithelial cell) by at least 10%, at least 20%, at least 25%, at least 40%, at least 50%, at least 75%, at least 80%, at least 90%, at least 95%, or at least 99%, as compared to an absence of the compound. In one example, a compound that reduces the biological activity of a BET protein can reduce the release of lipids from a cell (such as a stellate or epithelial cell) by at least 10%, at least 20%, at least 25%, at least 40%, at least 50%, at least 75%, at least 80%, at least 90%, at least 95%, or at least 99%, as compared to an absence of the compound.


In some examples, a compound that reduces the biological activity of a BET protein can increase the retention or storage of vitamin A by a cell (such as a stellate or epithelial cell) by at least 10%, at least 20%, at least 25%, at least 40%, at least 50%, at least 75%, at least 80%, at least 90%, at least 95%, or at least 99%, as compared to an absence of the compound. In one example, a compound that reduces the biological activity of a BET protein can increase the retention or storage of vitamin D by a cell (such as a stellate or epithelial cell) by at least 10%, at least 20%, at least 25%, at least 40%, at least 50%, at least 75%, at least 80%, at least 90%, at least 95%, or at least 99%, as compared to an absence of the compound. In one example, a compound that reduces the biological activity of a BET protein can increase the retention or storage of lipids by a cell (such as a stellate or epithelial cell) by at least 10%, at least 20%, at least 25%, at least 40%, at least 50%, at least 75%, at least 80%, at least 90%, at least 95%, or at least 99%, as compared to an absence of the compound.


Methods of measuring vitamin A, vitamin D, and lipid in a cell are known and are provided herein, and such assays can be used to determine if a compound reduces the biological activity of a BET protein and thus can be used in the compositions provided herein. Exemplary methods for measuring vitamin A in a cell are provided in Vogel et al. (J. Lipid Res. 41(6):882-93, 2000) and methods for measuring vitamin D in a cell are provided in Blum et al. (Endocrine. 33(1):90-4, 2008). In one example, the ability of a compound to revert a cell, such as a stellate cell, to a quiescent state can be determined by staining the cell in the presence and absence of the compound (for example before and after contact with the compound) with BODIPY®, a fluorescent dye that binds neutral lipid. Quiescent cells are characterized by cytoplasmic lipid droplets, which are lost in the activated cell state and accumulate upon treatment of activated cells with drugs such as a compound that reduces the biological activity of a BET protein and/or VDR ligands, which induce quiescence. Thus, treatment of activated cells followed by BODIPY® staining and fluorescence measurements can be used to identify compounds that reduce the biological activity of a BET protein which drive cells (such as stellate cells) toward quiescence.


Compounds that can reduce the biological activity of a BET protein (e.g., a BET inhibitor or bromodomain inhibitor) are known and are publicly available, and the disclosure is not limited to specific inhibitors. A specific example of a BET protein inhibitor is JQ1 ((S)-tert-butyl 2-(4-(4-chlorophenyl)-2,3,9-trimethyl-6H-thieno[3,2-f][1,2,4]triazolo[4,3-a][1,4]diazepin-6-yl)acetate) (see for example, Filippakopoulos et al., Nature 468:1067-73, 2010).




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Another specific example of a BET protein inhibitor is LY294002 (2-Morpholin-4-yl-8-phenylchromen-4-one).




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Other examples of compounds that reduce the biological activity of a BET protein include but are not limited to: I-BET151 (GSK12101151A) (Dawson et al., Nature 478: 529-533, 2011)




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TEN-010 from Tensha Therapeutics, those listed in Muller and Knapp (Royal Soc. Chem. DOI: 10.1039/c3md00291h, 2014), and those available from APExBIO (Houston, Tex.), such as I-BET-762, which is also known as GSK525762.




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I-BET-762 binds to the acetylated lysine recognition motifs on the bromodomain of BET proteins, thereby preventing the interaction between the BET proteins and acetylated histone peptide. Others include OTX-015 ((6S)-4-(4-chlorophenyl)-N-(4-hydroxyphenyl)-2,3,9-trimethyl-6H-thieno[3,2-f][1,2,4]triazolo[4,3-a][1,4]diazepine-6-acetamide)




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Other exemplary BET inhibitors that can be used in the disclosed compositions and methods include those provided in Gallenkamp et al. (ChemMedChem 9:438-64, 2014). In some examples, a BET inhibitor is one not found in nature (e.g., is not naturally occurring). In some examples, a BET inhibitor is a small molecule inhibitor. In some examples, a BET inhibitor is not a protein or antibody.


Methods of Using Compositions Containing Bromodomain Inhibitors

The present disclosure also provides methods of using the disclosed compositions that include a nanoparticle and a compound that reduces the biological activity of a BET protein to increase or retain vitamin A, vitamin D, and/or lipid in a cell, such as an epithelial or stellate cell. Thus, provided are methods that can be used to return an active stellate or epithelial cell to its quiescent state.


In some examples, the method includes contacting a therapeutically effective amount of the one or more of the disclosed compositions with a cell, such as an epithelial or stellate cell, such as an activated epithelial or stellate cell. Such a method can be used to increase or retain vitamin A, vitamin D, and/or lipid in the cell. In some examples, the cell is in a subject, and contacting includes administering a therapeutically effective amount of the composition to the subject, thereby increasing or retaining vitamin A, vitamin D, and/or lipid in the cells of the subject (such as epithelial and/or stellate cells, such as pancreatic stellate cells, liver stellate cells, and/or kidney stellate cells).


In some examples, the method increases the retention or storage of vitamin A by a cell (such as a stellate or epithelial cell) by at least 10%, at least 20%, at least 25%, at least 40%, at least 50%, at least 75%, at least 80%, at least 90%, or at least 95%, as compared to an absence of the treatment. In one example, the method increases the retention or storage of vitamin D by a cell (such as a stellate or epithelial cell) by at least 10%, at least 20%, at least 25%, at least 40%, at least 50%, at least 75%, at least 80%, at least 90%, at least 95%, or at least 99%, as compared to an absence of the treatment. In one example, the method increases the retention or storage of lipids by a cell (such as a stellate or epithelial cell) by at least 10%, at least 20%, at least 25%, at least 40%, at least 50%, at least 75%, at least 80%, at least 90%, at least 95%, or at least 99%, as compared to an absence of the treatment.


In some examples, the subject to be treated has a liver disease, such as one or more of alcohol liver disease, fatty liver disease, liver fibrosis/cirrhosis, biliary fibrosis/cirrhosis, liver cancer (such as hepatocellular carcinoma, cholangiocarcinoma, angiosarcoma, or hemangiosarcoma), hepatitis, sclerosing cholangitis, Budd-Chiari syndrome, jaundice, hemochromatosis, or Wilson's disease.


In some examples, the subject to be treated has a pancreatic disease, such as pancreatic fibrosis, pancreatic ductal adenocarcinoma (PDA), or both. In some examples, the subject to be treated has a kidney disease, such as fibrosis of the kidney, renal cell carcinoma, or both.


Thus, in some examples, the disclosed methods decrease liver fibrosis by at least 10%, at least 20%, at least 25%, at least 40%, at least 50%, at least 75%, at least 80%, at least 90%, at least 95%, at least 200%, at least 300%, at least 400%, or at least 500% as compared to an absence of the treatment. In some examples, the disclosed methods decrease the size, volume, and/or weight of a liver cancer by at least 10%, at least 20%, at least 25%, at least 40%, at least 50%, at least 75%, at least 80%, at least 90%, at least 95%, at least 200%, at least 300%, at least 400%, or at least 500% as compared to an absence of the treatment. In some examples, the disclosed methods decrease the metastasis of a liver cancer by at least 10%, at least 20%, at least 25%, at least 40%, at least 50%, at least 75%, at least 80%, at least 90%, at least 95%, at least 200%, at least 300%, at least 400%, or at least 500% as compared to an absence of the treatment.


In some embodiments, the method can be used to treat pancreatic cancer. The pancreatic cancer can be a ductal adenocarcinoma. In one embodiment, a therapeutically effective amount reduces or inhibits further growth of a pancreatic adenocarcinoma, or reduces a sign or a symptom of the tumor, or reduces metatstasis. Site-specific administration of the disclosed compounds can be used, for instance by applying the compound from which a tumor has been removed, or a region suspected of being prone to tumor development. In some embodiments, sustained intra-tumoral (or near-tumoral) is used.


Thus, in some examples, the disclosed methods decrease pancreatic fibrosis by at least 10%, at least 20%, at least 25%, at least 40%, at least 50%, at least 75%, at least 80%, at least 90%, at least 95%, at least 200%, at least 300%, at least 400%, or at least 500% as compared to an absence of the treatment. In some examples, the disclosed methods decrease the size, volume, and/or weight of a pancreatic cancer by at least 10%, at least 20%, at least 25%, at least 40%, at least 50%, at least 75%, at least 80%, at least 90%, at least 95%, at least 200%, at least 300%, at least 400%, or at least 500% as compared to an absence of the treatment. In some examples, the disclosed methods decrease the metastasis of a pancreatic cancer by at least 10%, at least 20%, at least 25%, at least 40%, at least 50%, at least 75%, at least 80%, at least 90%, at least 95%, at least 200%, at least 300%, at least 400%, or at least 500% as compared to an absence of the treatment.


Most subjects diagnosed with pancreatic adenocarcinoma have a life expectancy of only a few months, even with some conventional treatments. The poor prognosis for these subjects is due to the metastasis of these tumors to distant sites early during the disease course, and the resistance of the disease to conventional chemotherapy and/or radiation therapy. For subjects with tumors located in the head and body of the pancreas, symptoms of disease are associated with compression of the bile duct, the pancreatic duct, the mesenteric and celiac nerves, and the duodenum; and these tumors may or may not cause the patient pain.


For tumors located in the tail of the pancreas, subjects may have pain on the left side of the abdomen, but pain is generally associated with late stage disease. The disclosed methods can be used to treat any of these subjects. The disclosed methods can be combined with other chemotherapeutic agents or surgical resection for the treatment of pancreatic cancer, such as an adenocarcinoma.


In some embodiments, the subject shows symptoms of fibrosis of the liver, pancreas, or kidney. For example, the subject may be infected with hepatitis B or hepatitis C. In some examples, the administration of a therapeutic composition that includes a compound that reduces the biological activity of a BET protein reduces the symptoms of fibrosis. In some examples, the subject is at risk for developing fibrosis (e.g., is infected with hepatitis B or is an alcoholic or has other liver disease), and the therapeutic composition is administered prophylactically.


In some examples, the disclosed methods can be used to reduce one or more of fibrosis (for example by decreasing the fibrotic content of a fibrotic liver, kidney or pancreases), decrease tumor growth, size or volume, and metastatic lesions, as compared to no treatment with the disclosed compositions.


Thus, in some examples, the disclosed methods decrease kidney fibrosis by at least 10%, at least 20%, at least 25%, at least 40%, at least 50%, at least 75%, at least 80%, at least 90%, at least 95%, at least 200%, at least 300%, at least 400%, or at least 500% as compared to an absence of the treatment. In some examples, the disclosed methods decrease the size, volume, and/or weight of a kidney cancer (such as RCC) by at least 10%, at least 20%, at least 25%, at least 40%, at least 50%, at least 75%, at least 80%, at least 90%, at least 95%, at least 200%, at least 300%, at least 400%, or at least 500% as compared to an absence of the treatment. In some examples, the disclosed methods decrease the metastasis of a kidney cancer (such as RCC) by at least 10%, at least 20%, at least 25%, at least 40%, at least 50%, at least 75%, at least 80%, at least 90%, at least 95%, at least 200%, at least 300%, at least 400%, or at least 500% as compared to an absence of the treatment.


In some examples, the disclosed methods are prophylactic. For example, the method can include administering subject at risk for developing fibrosis a therapeutic composition that includes a compound that reduces the biological activity of a BET protein. Such prophylactic administration can delay the onset of the symptoms of fibrosis of the liver, kidney or pancreas, such as a delay of at least 1 month, at least 2 months, at least 6 months, at least 1 year, at least 2 years or even at least 5 years. For example, prophylactic administration of a composition that includes a compound that reduces the biological activity of a BET protein can be used to prevent the onset of one or more symptoms or features of fibrosis. For example, as an organ undergoes fibrosis, the functional cellular mass of the organ is reduced as it is replaced by scar tissue (collagens and other abnormal matrix components). In addition, fibrosis causes architectural disorganization that can diminish function and lead to pathology, such as portal hypertension and increased risk of hepatocellular carcinoma in the case of the liver. Severe portal hypertension usually manifests as bleeding esophageal/gastric varices and/or ascities. In the kidney and pancreas the features of advanced fibrosis are renal failure and endocrine and/or exocrine pancreatic failure.


Monitoring Therapy


These actions of the compositions provided herein are, in certain embodiments, monitored by blood, serum and plasma markers of liver inflammation, injury, and fibrogenesis, including but not limited to; aspartate aminotransferase, alanine aminotransferase, gamma glutamyl transpeptidase, bilirubin, alpha-2 macroglobulin, haptoglobin, tissue inhibitor of metalloproteinase-1, hyaluronic acid, amino terminal propeptide of type III collagen and other collagen precursors and metabolites, platelet count, apolipoprotein A1, C-reactive protein and ferritin. These tests are used alone in some examples, whereas in other examples they are used in combination. Hepatic fibrosis may also be monitored by the technique of transient elastography (Fibroscan™). A further embodiment includes monitoring the impact of the treatments by direct examination of liver tissue obtained by liver biopsy.


The effects of the disclosed methods on diseases of the pancreas are monitored, in some embodiments, by blood, serum, plasma amylase, or lipase, as well as tests of pancreatic exocrine and endocrine function. In other embodiments, pancreatitis or pancreatic cancer is monitored by imaging techniques, including but not limited to radiological, nuclear medicine, ultrasound, and magnetic resonance.


The effects of the disclosed methods on diseases of the kidney are monitored, in some embodiments, by the measurement of blood, serum, or plasma urea or creatinine, or other tests of renal function, alone or in combination. Kidney disease is monitored, in some embodiments, by imaging techniques, including but not restricted to radiological, nuclear medicine, ultrasound, and magnetic resonance. In alternate embodiments, the impact of the treatments on the kidney is monitored by direct examination of tissue obtained by kidney biopsy.


Combination with Other Therapeutic Agents


The disclosed compositions can be used for treatment in combination with other therapeutic agents, such as VDR agonists, chemotherapies and biotherapies. In one example, the other therapeutic agents include one or more nuclear receptor ligands, including but not limited to ligands for peroxisome proliferator-activated receptor-gamma (PPAR-γ, NR1C3), peroxisome proliferator-activated receptor-alpha (PPAR-α, NR1C1) and peroxisome proliferator-activated receptor-delta (PPAR-δ, NR1C2), farnesoid x receptor (FXR, NR1H4), interferon-gamma (IFN-γ), angiotensin converting enzyme inhibitors, angiotensin II receptor antagonists, ursodeoxycholic acid (UDCA), curcumin, anti-oxidants including, but not limited to vitamin E, retinoids such as Vitamin A, and therapies that deliver proteases to the liver to degrade pathological ECM. In one example, the compositions are administered to a subject's previously administered TGF-β1, such as a mammalian (e.g., human or rodent) TGF-β1, sufficient to increase VDR expression (such as an increase of at least 3-fold or at least 5-fold).


Exemplary VDR Ligands and Agnoists


In one example, the methods use the disclosed compositions in combination with VDR ligands or other VDR agonists that can bind to and activate the VDR, for example to prevent or attenuate the processes of injury, inflammation, and fibrogenesis in the liver, pancreas and/or kidney.


In some examples, 1α,25(OH)2D3 or a vitamin D precursor or analog is used as a VDR agonist. It is not necessary to use the most biologically active form of vitamin D to achieve a beneficial therapeutic effect. The naturally occurring ligand of the vitamin D receptor is calcitriol. In one embodiment, precursors of calcitriol (such as calcidiol) are administered to a subject, and are then converted within the target cell population to calcitriol.


In addition, HSCs express CYP24A1, a cytochrome P450 enzyme that terminates the biological effect of calcitriol by side chain hydroxylation. Thus, in one embodiment, a VDR ligand or other VDR agonist or agonist precursor that is resistant to deactivation by CYP24A1 is used to achieve more effective and longer lasting VDR activation in target cell populations. In specific examples, the VDR ligand is one that can be activated by CYP27B1 while being resistant to deactivation by CYP24A1. This permits VDR activation in target cell populations in the liver (for example, HSCs), pancreas and kidney, while minimizing undesirable systemic effects on calcium homeostasis.


A further embodiment is the use of a molecule that is a VDR agonist or precursor thereof that exhibits the property of high first-pass hepatic clearance due to extensive hepatic metabolism. A molecule with this property, when administered orally, is absorbed and transported to the liver via the portal vein. In the liver, the molecule activates VDR in cell populations such as hepatic stellate cells, Kupffer cells and sinusoidal endothelial cells while exhibiting minimal systemic effects on calcium homeostasis due to low systemic bioavailability.


Exemplary VDR agonists that can be used with the disclosed methods include those molecules that can activate the VDR. Methods of determining if an agent is a VDR agonist are routine. For example, induction of CYP24A1 expression can be measured in cells that expressing VDR contacted with the agent, wherein an increase in CYP24A1 expression (such as a 10- to 20-fold increase in expression) indicates that the agent is a VDR agonist. Other methods include transfected reporter gene constructs and FRET assays. In some example, binding of an agonist to a purified LBD is detected by measuring induced recruitment for coactivator peptides (e.g., LXXLL). For example VDR agonists can increase CYP24A1 expression in a VDR-expressing cell by at least 20%, at least 50%, at least 75%, at least 80%, at least 90% at least 100%, at least 200% or oven at least 1000% or more as compared to the absence of the agonist.


VDR agonists include molecules that can bind to and activate the VDR, such as 1α,25(OH)2-D3 and precursors and analogs thereof, VDR ligands, and VDR agonist precursors. The disclosure is not limited to particular vitamin D agonists. A variety of biologically active vitamin D agonists are contemplated. Exemplary agents are known in the art.


VDR agonists include vitamin D compounds, precursors and analogs thereof. Vitamin D compounds useful for the methods provided herein include, but are not limited to compounds which have at least one of the following features: the C-ring, D-ring and 3β-hydroxycyclohexane A-ring of vitamin D interconnected by the 5,7 diene double bond system of vitamin D together with any side chain attached to the D-ring (e.g., compounds with a ‘vitamin D nucleus’ and substituted or unsubstituted A-, C-, and D-rings interconnected by a 5,7 diene double bond system typical of vitamin D together with a side chain attached to the D-ring).


Vitamin D analogs include those nonsecosteroid compounds capable of mimicking various activities of the secosteroid calcitriol. Examples of such compounds include, but are not limited to, LG190090, LG190119, LG190155, LG190176, and LG1900178 (See, Boehm et al., Chemistry & Biology 6:265-275, 1999).


Vitamin D compounds includes those compounds includes those vitamin D compounds and vitamin D analogs which are biologically active in vivo, or are acted upon in a mammalian subject such that the compound becomes active in vivo.


Examples of such compounds include, but are not limited to: vitamin D, calcitriol, and analogs thereof [e.g., 1α-hydroxyvitamin D3 (1α-OH-D3), 1,25-dihydroxyvitamin D2 (1,25-(OH)2D2), 1α-hydroxyvitamin D2 (1α-OH-D2), 1α,25-(OH)2-16-ene-D3, 1α,25-(OH)2-24-oxo-16-ene-D3, 1α,24R(OH)2-D3, 1α,25(OH)2-22-oxa-D3, 20-epi-22-oxa-24a,24b,-dihomo-1α,25(OH)2-D3, 20-epi-22-oxa-24a,26a,27a,-trihomo-1α25(OH)2-D3, 20-epi-22-oxa-24homo-1α,25(OH)2-D3, 1,25-(OH)2-16,23E-diene-26-trifluoro-19-nor-D3, and nonsecosteroidal vitamin D mimics.


In one example, the VDR agonist is one or more of the following vitamin D, 1,α25 dihydroxyvitamin D3, 1α-hydroxyvitamin D3, 1,25-dihydroxyvitamin D2, 1α-hydroxyvitamin D2, 1α,25-(OH)2-16-ene-D3, 1α,25-(OH)2-24-oxo-16-ene-D3, 1a,24R(OH)2-D3, 1α,25(OH)2-22-oxa-D3, 20-epi-22-oxa-24a,24b,-dihomo-1α,25(OH)2-D3, 20-epi-22-oxa-24a,26a,27a,-trihomo-125(OH)2-D3, 20-epi-22-oxa-24homo-1α,25(OH)2-D3, and 1,25-(OH)2-16,23E-diene-26-trifluoro-19-nor-D3. In a preferred embodiment, the biologically active vitamin D compound is selected from 1,α25-dihydroxyvitamin D3, 19-nor-1,25-dihydroxyvitamin D2, 19-nor-1,25-dihydroxy-21-epi-vitamin D3, 1,25-dihydroxy-24-homo-22-dehydro-22E-vitamin D3, and 19-nor-1,25-dihydroxy-24-homo-22-dehydro-22E-vitamin D3, and nonsecosteroidal vitamin D mimics. In an additional example, the biologically active VDR agonist is selected from the analogs represented by the following formula:




embedded image


wherein X1 and X2 are each selected from the group consisting of hydrogen and acyl; wherein Y1 and Y2 can be H, or one can be O-aryl or O-alkyl while the other is hydrogen and can have a P or a. configuration, Z1 and Z2 are both H, or Z1 and Z2 taken together are CH2; and wherein R is an alkyl, hydroxyalkyl or fluoroalkyl group, or R may represent the following side chain:




embedded image


wherein (a) may have an S or R configuration and wherein R1 represents hydrogen, hydroxy or O-acyl, R2 and R3 are each selected from the group consisting of alkyl, hydroxyalkyl and fluoroalkyl, or, when taken together represent the group —(CH2)m- where m is an integer having a value of from 2 to 5, R4 is selected from the group consisting of hydrogen, hydroxy, fluorine, O-acyl, alkyl, hydroxyalkyl and fluoroalkyl, R5 is selected from the group consisting of hydrogen, hydroxy, fluorine, alkyl, hydroxyalkyl and fluoroalkyl, or, R4 and R5 taken together represent double-bonded oxygen, R6 and R7 taken together form a carbon-carbon double bond and R8 may be H or CH3, and wherein n is an integer having a value of from 1 to 5, and wherein the carbon at any one of positions 20, 22, or 23 in the side chain may be replaced by an O, S, or N atom.


In one example, the VDR agonists used in the methods provided herein do not cause symptoms of hypercalcemia when administered to a subject. In another example, the VDR agonists do not generate as much (i.e., a lesser degree) of a calcemic response as compared to calcitriol when administered to a subject. In one example, VDR agonists have low calcemic response characteristics as compared to calcitriol. In another embodiment, these compounds are selected from 1α,25-(OH)2-24-epi-D2, 1α,25-(OH)2-24a-Homo-D3, 1α,25-(OH)2 24a-Dihomo-D3, 1α,25-(OH)2-19-nor-D3, and 20-epi-24-homo-1α,25-(OH)2-D3.


Other exemplary VDR agonists that can be used in the methods provided herein are provided in Table 1.









TABLE 1





1,25-(OH)2D3 and its synthetic analogs (taken from Nagpal et al.,


Endocr. Rev. 2005; 26:662-687).







Vitamin D Analogs




embedded image















Compound
R







1α,25-(OH)2D3 (Calcitrol)


embedded image









1α-(OH)D3 (Alfacalcidol)


embedded image









1α,24-(OH)2-24- cyclopropyl-D3 (Calcipotriol)


embedded image









1α,25-(OH)2-22- oxa-D3 (Maxacalcitol)


embedded image

















embedded image

  1α,25-(OH)2D3 (Calcitrol)















1α,25-(OH)2-22,24- diene-24a,26a,27a- trihomo-D3 (EB 1089)


embedded image









1α,25-(OH)2-22- ene-25-oxa-D3 (ZK 156718)


embedded image









25-(4-methylthiazol- 2-yl)-calcipotroil (ZK 191732)


embedded image









1α,24R-(OH)2D3 (Tacalcitol)


embedded image

















embedded image

  ED-71 [1α,25-(OH)2-2β-(3-hydroxypropyl)D3)








“20-Epi Vitamin D Analogs”





embedded image
















Compound
R







20-epi-22-ethoxy-23- yne-24a,26a,27a- trihomo-1α,25- (OH)2D3 (CB 1093)


embedded image

















embedded image

  1α-fluoro-25-(OH)-16,23E-diene-26,27-bishomo-20epi- cholecalciferol (Ro-26-6228, BXL-628, RS-980400)















20-epi-1α,25- (OH)2D3 (KH 1060)


embedded image

















embedded image

  2-methylene-19-nor-(20S)-1α,25-(OH)2D3 (2MD)











In one example, therapeutically effective doses of vitamin D2 and D3 range, from about 50 IU to about 50,000 IU. In some embodiments, vitamin D2 and/or D3 is administered in an oral dose of, for example, less than about 75 IU, about 100 IU, about 250 IU, about 500 IU, about 750 IU, about 1,000 IU, about 1,500 IU, about 2,000 IU, about 2,500 IU, about 5,000 IU, about 7,500 IU, about 10,000 IU, about 15,000 IU, about 20,000 IU, about 25,000 IU, about 40,000 IU, or about 50,000 IU, or more. In other embodiments, calcitriol is administered in a dose of from 0.001 to 10 micrograms. For instance, calcitrol is administered, in some embodiments, in a dose of about 0.01 μg, about 0.05 μg, about 0.1 μg, about 0.25 μg, about 0.5 μg, about 1 μg, about 5 μg, or about 10 μg. In some embodiments, larger doses of VDR agonists are administered via a delivery route that targets the organ of interest, for instance the liver, kidney or pancreas.


In certain embodiments, the VDR agonist is administered orally, for instance, in single or divided doses. For oral administration, the compositions are, for example, provided in the form of a tablet containing 1.0 to 1000 mg of the active ingredient, such as at least 75 IU, at least 100 IU, at least 250 IU, at least 500 IU, at least 750 IU, at least 800 IU, at least 1,000 IU, at least 1,500 IU, at least 2,000 IU, at least 2,500 IU, at least 5,000 IU, at least 7,500 IU, at least 10,000 IU, at least 15,000 IU, at least 20,000 IU, at least 25,000 IU, at least 40,000 IU, or 5 at least 0,000 IU per day, for example 50 IU to 2000 IU per day, 100 IU to 1000 IU per day, such as 800 IU per day, or more of the active ingredient for the symptomatic adjustment of the dosage to the subject being treated. An effective parenteral dose could be expected to be lower, for example in the range of about 0.001 μg to about 10 μg, depending on the compound.


In another embodiment, if the VDR agonist is not a 1α-hydroxy compound, a daily dose between 1.0 and 100 μg per day per 160 pound patient is administered, such as between 5.0 and 50 μg per day per 160 pound patient. In a different embodiment, if the biologically active vitamin D compound is a 1α-hydroxy compound, a daily dose of between 0.1 and 20 μg per day per 160 pound patient is administered, while a preferred dose is between 0.5 and 10 μg per day per 160 pound patient. In a particular example, the dose is between 3-10 μg per day.


In one example, the VDR agonist is cholecalciferol or calcidiol. In some examples, a higher dose than usual is administered, but with less frequency, for example, 50,000 to 500,000 units weekly.


Exemplary Chemotherapies and Biologic Therapies


The disclosed methods can use the disclosed compositions in combination with other therapeutic agents, such as chemotherapies and biotherapies. Chemotherapies and biotherapies can include anti-neoplastic chemotherapeutic agents, antibiotics, alkylating agents and antioxidants, kinase inhibitors, and other agents such as antibodies. Methods and therapeutic dosages of such agents are known to those skilled in the art, and can be determined by a skilled clinician. Other therapeutic agents, for example anti-tumor agents, that may or may not fall under one or more of the classifications below, also are suitable for administration in combination with the described BET inhibitors. Selection and therapeutic dosages of such agents are known to those skilled in the art, and can be determined by a skilled clinician.


In one example, a chemotherapy or biotherapy increases killing of cancer cells (or reduces their viability). Such killing need not result in 100% reduction of cancer cells; for example a cancer chemotherapy that results in reduction in the number of viable cancer cells by at least 10%, at least 20%, at least 30%, at least 40%, at least 50%, at least 75%, at least 90%, or at least 95% (for example as compared to no treatment with the cancer chemotherapy or bio-therapy) can be used in the methods provided herein. For example, the cancer chemotherapy or bio-therapy can reduce the growth of cancer cells by at least 10%, at least 20%, at least 30%, at least 40%, at least 50%, at least 75%, at least 90%, or at least 95% (for example as compared to no chemotherapy or bio-therapy).


Particular examples of chemotherapic agents that can be used include alkylating agents, such as nitrogen mustards (for example, chlorambucil, chlormethine, cyclophosphamide, ifosfamide, and melphalan), nitrosoureas (for example, carmustine, fotemustine, lomustine, and streptozocin), platinum compounds (for example, carboplatin, cisplatin, oxaliplatin, and BBR3464), busulfan, dacarbazine, mechlorethamine, procarbazine, temozolomide, thiotepa, and uramustine; folic acid (for example, methotrexate, pemetrexed, and raltitrexed), purine (for example, cladribine, clofarabine, fludarabine, mercaptopurine, and tioguanine), pyrimidine (for example, capecitabine), cytarabine, fluorouracil, and gemcitabine; plant alkaloids, such as podophyllum (for example, etoposide, and teniposide); microtubule binding agents (such as paclitaxel, docetaxel, vinblastine, vindesine, vinorelbine (navelbine) vincristine, the epothilones, colchicine, dolastatin 15, nocodazole, podophyllotoxin, rhizoxin, and derivatives and analogs thereof), DNA intercalators or cross-linkers (such as cisplatin, carboplatin, oxaliplatin, mitomycins, such as mitomycin C, bleomycin, chlorambucil, cyclophosphamide, and derivatives and analogs thereof), DNA synthesis inhibitors (such as methotrexate, 5-fluoro-5′-deoxyuridine, 5-fluorouracil and analogs thereof); anthracycline family members (for example, daunorubicin, doxorubicin, epirubicin, idarubicin, mitoxantrone, and valrubicin); antimetabolites, such as cytotoxic/antitumor antibiotics, bleomycin, rifampicin, hydroxyurea, and mitomycin; topoisomerase inhibitors, such as topotecan and irinotecan; photosensitizers, such as aminolevulinic acid, methyl aminolevulinate, porfimer sodium, and verteporfin, enzymes, enzyme inhibitors (such as camptothecin, etoposide, formestane, trichostatin and derivatives and analogs thereof), kinase inhibitors (such as imatinib, gefitinib, and erolitinib), gene regulators (such as raloxifene, 5-azacytidine, 5-aza-2′-deoxycytidine, tamoxifen, 4-hydroxytamoxifen, mifepristone and derivatives and analogs thereof); and other agents, such as alitretinoin, altretamine, amsacrine, anagrelide, arsenic trioxide, asparaginase, axitinib, bexarotene, bevacizumab, bortezomib, celecoxib, denileukin diftitox, estramustine, hydroxycarbamide, lapatinib, pazopanib, pentostatin, masoprocol, mitotane, pegaspargase, tamoxifen, sorafenib, sunitinib, vemurafinib, vandetanib, and tretinoin.


In one example, a bio-therapy includes or consists of an antibody, such as a humanized antibody. Such antibodies can be polyclonal, monoclonal, or chimeric antibodies. As noted above, methods of making antibodies specific for a particular target is routine. In some example, the therapeutic antibody is conjugated to a toxin. Exemplary biotherapies include alemtuzumab, bevacizumab, cetuximab, gemtuzumab, rituximab, panitumumab, pertuzumab, and trastuzumab.


Other examples of bio-therapy include inhibitory nucleic acid molecules, such as an antisense oligonucleotide, a siRNA, a microRNA (miRNA), a shRNA or a ribozyme. Any type of antisense compound that specifically targets and regulates expression of a target nucleic acid is contemplated for use. An antisense compound is one which specifically hybridizes with and modulates expression of a target nucleic acid molecule. These compounds can be introduced as single-stranded, double-stranded, circular, branched or hairpin compounds and can contain structural elements such as internal or terminal bulges or loops. Double-stranded antisense compounds can be two strands hybridized to form double-stranded compounds or a single strand with sufficient self complementarity to allow for hybridization and formation of a fully or partially double-stranded compound. In some examples, an antisense oligonucleotide is a single stranded antisense compound, such that when the antisense oligonucleotide hybridizes to a target mRNA, the duplex is recognized by RNaseH, resulting in cleavage of the mRNA. In other examples, a miRNA is a single-stranded RNA molecule of about 21-23 nucleotides that is at least partially complementary to an mRNA molecule that regulates gene expression through an RNAi pathway. In further examples, a shRNA is an RNA oligonucleotide that forms a tight hairpin, which is cleaved into siRNA. siRNA molecules are generally about 20-25 nucleotides in length and may have a two nucleotide overhang on the 3′ ends, or may be blunt ended. Generally, one strand of a siRNA is at least partially complementary to a target nucleic acid. Antisense compounds specifically targeting a gene can be prepared by designing compounds that are complementary to a target nucleotide sequence, such as a mRNA sequence. Antisense compounds need not be 100% complementary to the target nucleic acid molecule to specifically hybridize and regulate expression of the target. For example, the antisense compound, or antisense strand of the compound if a double-stranded compound, can be at least 75%, at least 80%, at least 85%, at least 90%, at least 95%, at least 99% or 100% complementary to a target nucleic acid sequence. Methods of screening antisense compounds for specificity are well known (see, for example, U.S. Publication No. 2003-0228689). In addition, methods of designing, preparing and using inhibitory nucleic acid molecules are within the abilities of one of skill in the art.


Administration of Therapeutic Agents


In some examples, the disclosed methods include providing a therapeutically effective amount of one or more of the disclosed compositions alone or in combination with another therapeutic agent, such as a VDR agonist, chemotherapy or biotherapy, to a subject. Methods and therapeutic dosages of such agents and treatments are known to those of ordinary skill in the art, and for example, can be determined by a skilled clinician. In some examples, the disclosed methods further include providing surgery and/or radiation therapy to the subject in combination with the treatments described herein (for example, sequentially, substantially simultaneously, or simultaneously). Administration can be accomplished by single or multiple doses. Methods and therapeutic dosages of such agents and treatments are known to those skilled in the art, and can be determined by a skilled clinician.


The dose required will vary from subject to subject depending on the species, age, weight and general condition of the subject, the particular therapeutic agent being used and its mode of administration.


Therapeutic agents can be administered to a subject in need of treatment using any suitable means known in the art. Methods of administration include, but are not limited to, intradermal, transdermal, intramuscular, intraperitoneal, parenteral, intravenous, subcutaneous, vaginal, rectal, intranasal, inhalation, oral, or by gene gun. Intranasal administration refers to delivery of the compositions into the nose and nasal passages through one or both of the nares and can include delivery by a spraying mechanism or droplet mechanism, or through aerosolization of the therapeutic agent.


Administration of the therapeutic agents by inhalant can be through the nose or mouth via delivery by spraying or droplet mechanisms. Delivery can be directly to any area of the respiratory system via intubation. Parenteral administration is generally achieved by injection. Injectables can be prepared in conventional forms, either as liquid solutions or suspensions, solid forms suitable for solution of suspension in liquid prior to injection, or as emulsions. Injection solutions and suspensions can be prepared from sterile powders, granules, and tablets. Administration can be systemic or local.


Therapeutic agents can be administered in any suitable manner, for example with pharmaceutically acceptable carriers. Pharmaceutically acceptable carriers are determined in part by the particular composition being administered, as well as by the particular method used to administer the composition. Accordingly, there is a wide variety of suitable formulations of pharmaceutical compositions of the present disclosure. The pharmaceutically acceptable carriers (vehicles) useful in this disclosure are conventional. Remington's Pharmaceutical Sciences, by E. W. Martin, Mack Publishing Co., Easton, Pa., 15th Edition (1975), describes compositions and formulations suitable for pharmaceutical delivery of one or more therapeutic agents.


Preparations for parenteral administration include sterile aqueous or non-aqueous solutions, suspensions, and emulsions. Examples of non-aqueous solvents are propylene glycol, polyethylene glycol, vegetable oils such as olive oil, and injectable organic esters such as ethyl oleate. Aqueous carriers include water, alcoholic/aqueous solutions, emulsions or suspensions, including saline and buffered media. Parenteral vehicles include sodium chloride solution, Ringer's dextrose, dextrose and sodium chloride, lactated Ringer's, or fixed oils. Intravenous vehicles include fluid and nutrient replenishers, electrolyte replenishers (such as those based on Ringer's dextrose), and the like. Preservatives and other additives may also be present such as, for example, antimicrobials, anti-oxidants, chelating agents, and inert gases and the like.


Formulations for topical administration can include ointments, lotions, creams, gels, drops, suppositories, sprays, liquids and powders. Conventional pharmaceutical carriers, aqueous, powder or oily bases, thickeners and the like may be necessary or desirable.


Therapeutic agents for oral administration include powders or granules, suspensions or solutions in water or non-aqueous media, capsules, sachets, or tablets. Thickeners, flavorings, diluents, emulsifiers, dispersing aids or binders may be desirable.


Therapeutic agents can be administered as a pharmaceutically acceptable acid- or base-addition salt, formed by reaction with inorganic acids such as hydrochloric acid, hydrobromic acid, perchloric acid, nitric acid, thiocyanic acid, sulfuric acid, and phosphoric acid, and organic acids such as formic acid, acetic acid, propionic acid, glycolic acid, lactic acid, pyruvic acid, oxalic acid, malonic acid, succinic acid, maleic acid, and fumaric acid, or by reaction with an inorganic base such as sodium hydroxide, ammonium hydroxide, potassium hydroxide, and organic bases such as mono-, di-, trialkyl and aryl amines and substituted ethanolamines.


In some examples, the dose of a composition that includes a BET inhibitor (such as one or more of those provided herein, for example JQ1, OTX-015, and/or I-BET-762) and a nanoparticle is about 1 mg to about 1000 mg, about 10 mg to about 500 mg, or about 50 mg to about 100 mg. In some examples, the dose of the composition is about 1 mg, about 10 mg, about 50 mg, about 100 mg, about 250 mg, about 500, about 700 mg, about 1000 mg, about 2000 mg, about 3000 mg, about 4000 mg, about 5000 mg, about 6000 mg, about 7000 mg, about 9000 mg or about 10,000 mg. In some embodiments, the dose of a the composition (such as one or more of those provided herein, for example JQ1, OTX-015, and/or I-BET-762) is about 1 mg/kg to about 1000 mg/kg, or about 5 mg/kg to about 500 mg/kg, about 10 mg/kg to about 100 mg/kg, about 50 mg/kg to 100 mg/kg, about 60 to about 80 mg/kg, or about 25 to about 50 mg/kg. In some examples, the dose of the composition is about 1 mg/kg, about 5 mg/kg, about 10 mg/kg, about 12.5 mg/kg, about 15 mg/kg, about 20 mg/kg, about 25 mg/kg, about 30 mg/kg, about 35 mg/kg, about 40 mg/kg, about 45 mg/kg, about 50 mg/kg, about 60 mg/kg, about 70 mg/kg, about 75 mg/kg, about 80 mg/kg or about 100 mg/kg. In some examples, the BET inhibitor (such as one or more of those provided herein, for example JQ1, OTX-015, and/or I-BET-762) in the composition is present at these levels. Thus, about 1 mg/kg to about 1000 mg/kg of a BET inhibitor can be administered (such as one or more of those provided herein, for example JQ1, OTX-015, and/or I-BET-762), for example about 5 mg/kg to about 500 mg/kg, about 10 mg/kg to about 100 mg/kg, about 10 mg/kg to about 80 mg/kg, about 50 mg/kg to 100 mg/kg, about 60 to about 80 mg/kg, about 40 mg/kg to about 80 mg/kg, or about 25 to about 50 mg/kg. In some examples, the dose of the BET inhibitor (such as one or more of those provided herein, for example JQ1, OTX-015, and/or I-BET-762) is about 1 mg/kg, about 5 mg/kg, about 10 mg/kg, about 12.5 mg/kg, about 15 mg/kg, about 20 mg/kg, about 25 mg/kg, about 30 mg/kg, about 35 mg/kg, about 40 mg/kg, about 45 mg/kg, about 50 mg/kg, about 60 mg/kg, about 70 mg/kg, about 75 mg/kg, about 80 mg/kg, or about 100 mg/kg. In some examples, the dose of the BET inhibitor (such as one or more of those provided herein, for example JQ1, OTX-015, and/or I-BET-762) is about 1 mg/day to about 1000 mg/day, such as about 5 mg/day to about 500 mg/day, about 10 mg/day to about 100 mg/day, about 1 mg/day, about 5 mg/day, about 10 mg/day, about 12.5 mg/day, about 15 mg/day, about 20 mg/day, about 25 mg/day, about 30 mg/day, about 35 mg/day, about 40 mg/day, about 45 mg/day, about 50 mg/day, about 60 mg/day, about 70 mg/day, about 75 mg/day, about 80 mg/day, or about 100 mg/day. In one example, the BET inhibitor is OTX-015 and is administered at a dose of 1 mg/day to 100 mg/day, such as 10 mg/day to 80 mg/day, for example 10 mg/day, 40 mg/day, or 80 mg/day. In one example, the BET inhibitor is I-BET-762 and is administered at a dose of 1 mg/day to 100 mg/day, such as 10 mg/day to 50 mg/day, 10 mg/day to 30 mg/day, for example 1 mg/day, 10 mg/day, or 30 mg/day. It will be appreciated that these dosages are examples only, and an appropriate dose can be determined by one of ordinary skill in the art using only routine experimentation. In some examples, the composition is administered orally with water.


Example 1
Materials and Methods

Cell Culture and qRT-PCR


Primary HSCs were isolated from 16-week old male C57BL/6J mice by in situ pronase, collagenase perfusion and single-step Histogenz gradient as previously reported. LX-2 cells, a generous gift from Professor Scott Friedman, Mount Sinai School of Medicine, New York, N.Y., were cultured as described previously20. For quantitative RT-PCR (qRT-PCR), total RNA was purified following TRIzol extraction and treated with DNaseI (Life Technologies). Complementary DNA synthesis was carried out with iScript RT Supermix (Bio-Rad). Quantitative PCR was performed in technical triplicates using SYBR Green reagent (Bio-Rad). The relative standard curve method was used for quantitation (Bio-Rad). Expression levels were calculated by normalization to either Gapdh (mouse) or U36B4 (human) quantities. The sequences of primers are listed in Table 2.









TABLE 2





Primer seqs for QPCR







RT-qPCR Primers













SEQ ID


Gene Name
Species
Sequence
NO:





Gapdh
mouse
TCAACAGCAACTCCCACTCTTCCA
 1




TTGTCATTGAGAGCAATGCCAGCC
 2





Vdr
mouse
GCTGAACCTCCATGAGGAAG
 3




GGATCATCTTGGCGTAGAGC
 4





Cyp24a1
mouse
GACCGCAAACAGCTTGATGTGGAT
 5




ATATTCCTCACATCTTCCGCCCGT
 6





Col1a1
mouse
ACTGCAACATGGAGACAGGTCAGA
 7




ATCGGTCATGCTCTCTCCAAACCA
 8





Tgfβ1
mouse
TTTGGAGCCTGGACACACAGTACA
 9




TGTGTTGGTTGTAGAGGGCAAGGA
10





Timp1
mouse
GGTGTGCACAGTGTTTCCCTGTTT
11




TCCGTCCACAAACAGTGAGTGTCA
12





U36B4
human
GCAGTGATGTAAAATTTCTTGG
13




AAA GCT CGGTTTTACTCTTCACA
14





VDR
human
CTGTGGCAACCAAGACTACA
15




CCCACCTGGAACTTGATGAG
16





CYP24A1
human
CCTGCTGCAGATTCTCTGGAA
17




AGGGTGTCGTGCTGTTTCTTG
18





SMAD2
human
ACCGAAGGCAGACGGTAACAAGTA
19




GACATGCTTGAGCAACGCACTGAA
20





SMAD3
human
ATGTCAACAGGAATGCAGCAGTGG
21




ATAGCGCTGGTTACAGTTGGGAGA
22





Col1A1
human
CGGTGTGACTCGTGCAGC
23




ACAGCCGCTTCACCTACAGC
24





Col1A2
human
TCAAACTGGCTGCCAGCAT
25




CAAGAAACACGTCTGGCTAGG
26





TGFβ1
human
CGCTAAGGCGAAAGCCCTCAATTT
27




ACAATTCCTGGCGATACCTCAGCA
28





TIMP1
human
TCTGCAATTCCGACCTCGTCATCA
29




AAGGTGGTCTGGTTGACTTCTGGT
30










ChIP-qPCR


Primers










Gene Name
Species
Sequence






Col1A1
human
CATTCCCAGCTCCCCTCTCT
31




AGTCTACGTGGCAGGCAAGG
32









RNA-Seq and Data Analysis

HSCs isolated from mouse livers were cultured on plastic for 24 hours (day 1) prior to DMSO or JQ1 treatment for two (day 3) or five (day 6) additional days, with biological duplicates for all treatments. Total RNA was isolated using Trizol (Invitrogen) and the RNeasy mini kit (Qiagen). RNA purity and integrity were confirmed using an Agilent Bioanalyzer. Libraries were prepared from 100 ng total RNA (TrueSeq v2, Illumina) and singled-ended sequencing performed on the Illumina HiSeq 2000, using bar-coded multiplexing and a 100 bp read length, yielding a median of 34.1M reads per sample. Read alignment and junction finding was accomplished using STAR29 and differential gene expression with Cuffdiff 230, utilizing UCSC mm9 as the reference sequence.


Transfection of siRNAs


Transfection was carried out at a concentration 10 nM of indicated siRNAs (Dharmacon) using RNAiMax transfection reagent (Invitrogen). Transfected cells were cultured without perturbation for at least 72 hours prior to terminal assays.


CCl4 Model of Liver Injury and Fibrosis

For preventive study, 6 week-old male C57BL/6J mice were IP injected with 0.5 ml/kg body weight CCl4 (1:50 v/v in corn oil from Sigma) or corn oil three times a week for 4 weeks. JQ1 (50 mg/kg body weight) or vehicle (10% 2-Hydroxypropyl-β-cyclodextrin [HP-β-CD] from Sigma) was administered by IP injection 5 times a week, commencing 20 days after the first dose of CCl4 or corn oil. The animals were terminated 72 hours after the final CCl4 injection and whole livers were collected for histological, cytological, biochemical and molecular analyses. For therapeutic study, 6 week-old male C57BL/6J mice were first IP injected with 0.5 ml/kg body weight CCl4 three times a week for 4 weeks to establish liver fibrosis. The same study group were then continuously IP injected with 0.5 ml/kg body weight CCl4 three times a week for another 8 weeks with JQ1 (50 mg/kg body weight) or vehicle (10% HP-(3-CD) co-administration by IP injection 5 times a week, commencing 40 days after liver fibrosis was initialized.


Fibrotic Score and Quantification Hepatic Collagen and Hydroxyproline Content

5 μm sections of formalin-fixed liver were stained following standard hematoxylin-eosin (H&E) and Sirius Red methods and reviewed by a pathologist who was blinded to the experimental conditions. Fibrosis was scored using the Ishak modified histological activity index (HAI) scoring system. Liver fibrosis was also quantified using Image J software on 10 non-contiguous Sirius Red stained sections. Kidney fibrosis was quantified using hydroxyproline assay. All images were obtained using a high-resolution Leica DFC420 digital camera mounted on an Olympus microscope equipped with ×4/0.13, ×10/0.30, ×20/0.50 and ×40/0.75 UplanFL N plan objective lenses and processed with the Leica Application Suite. Tissue hydroxyproline content was measured using a kit from Biovision (K555-100).


Serum Alanine Aminotransferase (ALT) Assay

The ALT activity in mice serum was measured using a kit from Thermo Scientific (TR71121).


Cell Viability Assay

Primary HSCs or LX-2 cells were seeded onto 96-well tissue culture plates. 24 hours later, cells were treated with JQ1 at a series of concentrations for indicated periods prior to luciferase-based cell viability assay using CellTiter Glo kit (Promega, G7571).


Cell Proliferation Assay

Primary HSCs or LX-2 cells cultured on 4-well chamber slides were treated with BrdU (3 μg/ml) for 4 hours followed by immunostaining using Alexa Fluor 488 conjugated mouse monoclonal BrdU antibody (Life Sciences, B35130). BrdU-positive cells were counted under fluorescent microscope (Olympus, IX51).


TUNEL Assay

Primary HSCs or LX-2 cells cultured on 4-well chamber slides (Nalge Nunc, 154917) were subjected for TUNEL assay using DeadEnd™ Fluorometric TUNEL System (Promega, G3250).


Cellular Senescence Staining

Primary HSCs or LX-2 cells cultured on 4-well chamber slides (Nalge Nunc, 154917) in the presence of DMSO (0.1%) or JQ1 (500 nM) were stained for senescence using a 3-Galactosidase Staining Kit (Cell Signaling, 9860s).


Lipid Droplet Accumulation Assay

Primary murine HSCs were seeded onto chamber slides (Nunc). After overnight attachment, cells were treated with DMSO or 500 nM JQ1 for another 5 days. Media was aspirated, cells were washed twice with PBS (Gibco) and fixed in 10% buffered formalin at room temperature for 15 minutes. Fixative was removed and cells were washed three times with PBS. Cells were then stained with 1 μg/ml 4,4-Difluoro-1,3,5,7,8-Pentamethyl-4-Bora-3a,4a-Diaza-s-Indacene (B ODIPY 493/503, Molecular Probes) for 1 hour at room temperature, protected from light. Dye was removed and cells were washed three times with PBS, then mounted using Vectastain mounting medium (Vector Labs). Fluorescence was visualized through the GFP filter on a Leica DM5000B fluorescent microscope. Nuclear counterstaining was performed using DAPI (Vector).


Immunocytochemistry

Primary murine HSCs were seeded onto chamber slides (Nunc). After overnight attachment, cells were treated with DMSO or 500 nM JQ1 for another 5 days. Media was aspirated, cells were washed twice with PBS (Gibco) and fixed in 10% buffered formalin at room temperature for 15 minutes. Fixative was removed and cells were washed three times with PBS. The slides were then blocked with 3% BSA and incubated with rabbit anti-ACTA2 antibody (at 1:100 dilution; Abcam) overnight at 4° C. After washing, the slides were incubated for 1 hour with Alexa Fluor546-labeled donkey anti-rabbit IgG antibody (at 1:200 dilution; Invitrogen). Finally, the slides were analyzed for fluorescence using an all-in-one type fluorescent microscope (BioZero BZ-9000; Keyence, Osaka, Japan). Nuclear counterstaining was performed using DAPI (Vector).


Immunohistochemistry

Liver samples were deparaffinized and rehydrated in PBS. Following antigen retrieval with the target retrieval solution (Dako, Glostrup, Denmark), endogenous peroxidase activity was blocked by incubation with 0.3% hydrogen peroxide. After immersion in diluted normal rabbit serum, the sections were sequentially incubated with rabbit anti-ACTA2 antibody (at 1:2000 dilution; Abcam) 1 hour at 25° C. and biotinylated anti-rabbit IgG secondary antibody, followed by biotinylated enzyme-conjugated avidin. The color was developed by incubating the slides for several minutes with diaminobenzidine (Dojindo, Kumamoto, Japan). Counterstaining was performed using Haematoxylin (Sigma).


Chromatin Immunoprecipitation

LX-2 cells were treated with DMSO (0.1%) or JQ1 (500 nM) for 16 hours. Cells were then harvested for ChIP assay. The experimental procedure for ChIP was as previously described. Briefly, after fixation, nuclei from LX-2 cells were isolated, lysed and sheared with a Diagenode Bioruptor to yield DNA fragment sizes of 200-1000 base pairs followed by immunoprecipitation using antibodies listed below: BRD2 (Bethyl, A302-583A) (2), BRD3 (Bethyl, A310-859A) (1), BRD4 (Bethyl, A301-985A) (1), PAF1 (Bethyl, A300-173A) (2), CDK9 (Santa Cruz, sc-484) (D0913), Pol II (Santa Cruz, sc-899) (C1413), Pol II S2p (Abcam, ab5095) (GR104063-1) and Pol II S5p (Abacm, ab5131) (GR104067-1).


ChIP-Seq and mRNA-Seq Data Analysis


The procedure was as previously described5,31. Briefly, short DNA reads were demultiplexed using the Illumina CASAVA v1.8.2. Reads were aligned against the human hg18 reference genome (NCBI Build 36.1) using the Bowtie aligner allowing up to 2 mismatches in the read. Only tags that map uniquely to the genome were considered for further analysis. Subsequent peak calling and motif analysis were conducted using HOMER, a software suite for ChIP-Seq analysis. The methods for HOMER, which are described below, have been implemented and are freely available on the internet (biowhat.ucsd.edu/homer/). One tag from each unique position was considered to eliminate peaks resulting from clonal amplification of fragments during the ChIP-Seq protocol. Peaks were identified by searching for clusters of tags within a sliding 200 bp window, requiring adjacent clusters to be at least 1 kb away from each other. The threshold for the number of tags that determine a valid peak was selected for a false discovery rate of <0.01, as empirically determined by repeating the peak finding procedure using randomized tag positions. Peaks are required to have at least 4-fold more tags (normalized to total count) than input or IgG control samples and 4-fold more tags relative to the local background region (10 kb) to avoid identifying regions with genomic duplications or non-localized binding. Peaks are annotated to gene products by identifying the nearest RefSeq transcriptional start site. Visualization of ChIP-Seq results was achieved by uploading custom tracks onto the UCSC genome browser.


Example 2
BET Inhibition Blocks HSC Activation In Vitro

Activation of myofibroblasts is a hallmark of the pathogenesis and progression of tissue fibrosis4. The ability to pharmacologically target HSCs enables analysis of the activation mechanism and the ability to create a new type of anti-fibrotic therapy. Considering their critical role in modulating disease-relevant enhancer activity (Lee & Young, Cell. 152, 1237-1251. (2013), it was determined whether epigenetic pathways can be targeted to attenuate the fibrotic response in myofibroblasts. Through a directed chemical screen to identify such small molecules, it was observed that JQ110, a highly selective bromodomain protein (BET) inhibitor, produced a 4.5 fold repression of COL1A1, in LX-2 cells, a well-established human activated HSC cell line (FIG. 1A), indicating a possible pro-fibrotic function for BETs.


In support of this observation, RNAseq analysis of BET family members (Brd2, Brd3, Brd4 and Brdt) confirmed that Brd2/3/4 are all highly expressed in both LX-2 cell and primary HSCs while Brdt expression was not detected (FIGS. 1A-1D and FIG. 2B).


Furthermore, chromatin immunoprecipitation (ChIP) studies demonstrated that BETs bind to the COL1A1 enhancer locus and this occupancy is significantly diminished by JQ1 treatment (FIG. 2C), pointing to a direct role of BETs in modulating pro-fibrotic gene expression. Next, by coupling qRT-PCR analysis with RNA interference (RNAi), it was observed that loss of each BET compromised pro-fibrotic gene expression. No synergistic anti-fibrotic effects were observed when multiple BETs were simultaneously depleted (FIGS. 3A and 3B), indicating that BRD2/3/4 are all involved in mediating pro-fibrotic gene expression in activated HSCs, likely through a multisubunit complex11. Consistent with these findings, two structurally distinct BET inhibitors (I-BET-15111,13 and PFI-119) possess comparable inhibitory effects to JQ1 on the expression of a wide range of pro-fibrotic genes at equimolar doses in the absence or presence of TGFβ1, a master pro-fibrotic cytokine (FIG. 4), revealing the ability of these inhibitors to exert a system wide suppression of fibrotic gene expression.


Example 3
BETs Modulate Pro-Fibrotic Super-Enhancer Activity in Activated HSCs

BETs are chromatin regulators7. To determine if they facilitate pro-fibrotic gene expression through their ability to co-activate multiple transcriptional pathways from regulatory enhancer elements, ChIP coupled with deep sequencing (ChIP-Seq) was performed to determine the global binding sites of BRD2/3/4 in LX-2 cells in the absence or presence of JQ1. The resulting cistromes revealed that BETs are largely co-localized in the genome (FIG. 5) and that JQ1 treatment dramatically reduces the occupancy of BETs on chromatin (FIG. 6A). Using BRD4 as a representative factor, it was observed that BETs are selectively loaded onto genomic regions highly enriched in binding motifs of prominent pro-fibrotic transcription factors including ETS123, SRF24, SMAD326 and NF-κB27 (FIG. 2D). In addition, gene ontology (GO) analysis of putative target genes confirmed that BETs target almost all of the well-characterized pro-fibrotic pathways including focal adhesion, ECM-receptor interaction, integrin signaling, smooth muscle contraction, PDGF signaling, NF-κB signaling and JNK/MAPK signaling2 (FIG. 2E). Collectively, these results are consistent with the gene expression profiling data (FIG. 4) and indicate direct coordination of BETs with pro-fibrotic transcription factors.


To identify the molecular mechanism linking BETs to the fibrotic gene network, the genomic distribution of BET binding sites was examined relative to H3K27ac an epigenetic marker of active enhancers (FIG. 2F). This shows that all three BET proteins are localized to active enhancers. In contrast to BRD-2 and -3, BRD4 has been reported to bind to large enhancer clusters known as super-enhancers and to mark genes linked to cell identity and cancer28,32. By extension, as activated stellate cells acquire a fibroblast identity and begin to proliferate, it was determined whether the pro-fibrotic actions of BETs are mediated through such super-enhancer activity. Preferential BRD4 loading was observed in a small subset (˜3%) of enhancers, whose genomic regions are considerably larger (>20 KB) than typical enhancers (FIGS. 2G and 2H), (defined as super-enhancers). Notably, fibrosis marker genes such as COLIA1 and PDGFRB are associated with BRD4-loaded super-enhancers (FIG. 2G). In addition, BRD4 occupancy on these super-enhancer regions is more sensitive to JQ1-induced reduction than control enhancer regions (FIG. 2H), indicating that BET inhibition may preferentially modulate pro-fibrotic gene expression through super-enhancers.


Example 4
BET Inhibition Perturbs Transcriptional Elongation in Activated HSCs

However, the pro-fibrotic function of BETs cannot be solely attributed to super-enhancers, as JQ1 causes a broader anti-fibrotic effect than super-enhancers alone could explain. The close localization of BETs to Pol II sites on the genome brings up the possibility that BETs might also target transcriptional elongation (FIG. 6B). It was observed that BET inhibition displaced BET-interacting transcriptional elongation cofactors such as PAF1 and CDK9 (part of PAF and P-TEFb complex, respectively) from chromatin (FIG. 6C, top 2 panels). Moreover, a specific decrease in the elongation-specific serine 2 phosphorylated form (S2p) of RNA Pol II recruitment was observed upon JQ1 treatment with little change to the initiation-specific serine 5 Pol II phospho-form (S5p) (FIG. 6C, bottom 2 panels), indicating that transcriptional elongation might be perturbed by JQ1. Taken together, it was concluded that combinatorial regulation of pro-fibrotic super-enhancers and transcriptional elongation serves as a major molecular mechanism through which BETs facilitate pro-fibrotic gene expression in activated human HSCs. The impact of blocking this pathway is exemplified at two key fibrosis marker genes; COL1A1 and PDGFRB (FIG. 6D).


Example 5
BET Inhibition Blocks HSC Activation into Myofibroblasts

The intrinsic capability of BET-loaded enhancers to control pro-fibrotic gene expression prompted investigation of their regulatory potential in myofibroblast activation using integrative chemical genetics and functional genomics in a well-established HSC-to-myofibroblast self-activation system (FIG. 7), which recapitulates the key cellular (wound healing) event typified in the pathogenesis and progression of liver fibrosis16-18. Specifically, mRNA-Seq analysis of gene expression was examined in primary HSCs in the quiescent state (day 1, baseline) and during self-activation into myofibroblasts (days 3 and 6) in the absence or presence of JQ1. Assessment of differentially expressed transcripts revealed more than 900 genes that are significantly upregulated during HSC activation; among these more than 400 are suppressed by JQ1 (FIGS. 8B and 8C and Table 3). Table 3 provides a comparison of quiescent stellate cells (day 1) and fully activated stellate cells (day 6) in the presence or absence of JQ1, demonstrating that JQ1 inhibits/blocks the activation of stellate cells. Global transcriptome is similar to Day 1.





















TABLE 3





gene
sample_1
sample_2
status
value_1
value_2
log2(fold_change)
gene
sample_1
sample_2
value_1
value_2
log2(fold_change)



























Kcnmb1
Day_1
Day_6
OK
0.30897
6.65507
4.42893
Kcnmb1
Day_6
Day_6_JQ1
6.65507
0.01726
−8.5908


Gjb3
Day_1
Day_6
OK
4.00269
16.27
2.02317
Gjb3
Day_6
Day_6_JQ1
16.27
0.08229
−7.6272


Trpc6
Day_1
Day_6
OK
0.67698
8.93446
3.72219
Trpc6
Day_6
Day_6_JQ1
8.93446
0.05189
−7.4279


Tnfsf15
Day_1
Day_6
OK
0.38808
12.4033
4.99824
Tnfsf15
Day_6
Day_6_JQ1
12.4033
0.07599
−7.3507


Cck
Day_1
Day_6
OK
4.48985
38.3603
3.09487
Cck
Day_6
Day_6_JQ1
38.3603
0.31393
−6.933


Ccl12
Day_1
Day_6
OK
5.43655
25.1223
2.20821
Ccl12
Day_6
Day_6_JQ1
25.1223
0.27482
−6.5143


Mfap5
Day_1
Day_6
OK
5.8228
91.8746
3.97988
Mfap5
Day_6
Day_6_JQ1
91.8746
1.01061
−6.5064


Mfap4
Day_1
Day_6
OK
1.21483
24.431
4.32989
Mfap4
Day_6
Day_6_JQ1
24.431
0.29945
−6.3503


Stra6
Day_1
Day_6
OK
0.4777
6.06103
3.6654
Stra6
Day_6
Day_6_JQ1
6.06103
0.07484
−6.3397


Eln
Day_1
Day_6
OK
0.34427
43.7918
6.99097
Eln
Day_6
Day_6_JQ1
43.7918
0.60766
−6.1713


Tnfsf8
Day_1
Day_6
OK
0.30072
9.15093
4.92745
Tnfsf8
Day_6
Day_6_JQ1
9.15093
0.15809
−5.8552


Wisp2
Day_1
Day_6
OK
0.21048
76.9329
8.51375
Wisp2
Day_6
Day_6_JQ1
76.9329
1.36854
−5.8129


Ivl
Day_1
Day_6
OK
3.31204
27.4019
3.04849
Ivl
Day_6
Day_6_JQ1
27.4019
0.50562
−5.7601


Gjb5
Day_1
Day_6
OK
0.54971
6.43761
3.54978
Gjb5
Day_6
Day_6_JQ1
6.43761
0.13875
−5.5359


Mrap
Day_1
Day_6
OK
1.73744
10.651
2.61595
Mrap
Day_6
Day_6_JQ1
10.651
0.25485
−5.3852


Hspb7
Day_1
Day_6
OK
1.17365
12.0343
3.35808
Hspb7
Day_6
Day_6_JQ1
12.0343
0.29864
−5.3326


Has2
Day_1
Day_6
OK
2.65793
71.064
4.74074
Has2
Day_6
Day_6_JQ1
71.064
1.81183
−5.2936


Sorcs2
Day_1
Day_6
OK
0.44394
6.09526
3.77924
Sorcs2
Day_6
Day_6_JQ1
6.09526
0.15878
−5.2626


Pdgfrl
Day_1
Day_6
OK
0.88414
16.6573
4.23574
Pdgfrl
Day_6
Day_6_JQ1
16.6573
0.4741
−5.1348


Col15a1
Day_1
Day_6
OK
0.76257
9.82232
3.68712
Col15a1
Day_6
Day_6_JQ1
9.82232
0.28324
−5.116


Pstpip1
Day_1
Day_6
OK
1.29243
8.98887
2.79805
Pstpip1
Day_6
Day_6_JQ1
8.98887
0.26072
−5.1076


Cthrc1
Day_1
Day_6
OK
0.91908
134.517
7.19338
Cthrc1
Day_6
Day_6_JQ1
134.517
4.10448
−5.0344


Fam198b
Day_1
Day_6
OK
1.97589
62.2354
4.97716
Fam198b
Day_6
Day_6_JQ1
62.2354
1.90697
−5.0284


Cnn1
Day_1
Day_6
OK
0.45223
172.057
8.57162
Cnn1
Day_6
Day_6_JQ1
172.057
5.62822
−4.9341


Ltbp2
Day_1
Day_6
OK
3.15905
142.507
5.4954
Ltbp2
Day_6
Day_6_JQ1
142.507
4.7344
−4.9117


P2ry14
Day_1
Day_6
OK
11.7032
185.476
3.98626
P2ry14
Day_6
Day_6_JQ1
185.476
6.94616
−4.7389


Ptgs2
Day_1
Day_6
OK
16.9785
57.0483
1.74847
Ptgs2
Day_6
Day_6_JQ1
57.0483
2.22088
−4.683


Tnfsf18
Day_1
Day_6
OK
1.6144
6.1463
1.92872
Tnfsf18
Day_6
Day_6_JQ1
6.1463
0.24
−4.6786


Actg2
Day_1
Day_6
OK
0.76427
248.058
8.34237
Actg2
Day_6
Day_6_JQ1
248.058
9.74735
−4.6695


Dpep1
Day_1
Day_6
OK
1.09917
14.2067
3.69209
Dpep1
Day_6
Day_6_JQ1
14.2067
0.63569
−4.4821


AA467197
Day_1
Day_6
OK
8.07806
40.0088
2.30824
AA467197
Day_6
Day_6_JQ1
40.0088
1.79182
−4.4808


Gbx2
Day_1
Day_6
OK
0
8.30408
inf
Gbx2
Day_6
Day_6_JQ1
8.30408
0.43306
−4.2612


Pdlim3
Day_1
Day_6
OK
1.82008
10.5905
2.54069
Pdlim3
Day_6
Day_6_JQ1
10.5905
0.59527
−4.1531


Tmem200a
Day_1
Day_6
OK
0.52758
5.49736
3.38129
Tmem200a
Day_6
Day_6_JQ1
5.49736
0.31922
−4.1061


Wisp1
Day_1
Day_6
OK
4.93029
72.6617
3.88145
Wisp1
Day_6
Day_6_JQ1
72.6617
4.26216
−4.0915


Fxyd6
Day_1
Day_6
OK
0.39557
16.7433
5.40351
Fxyd6
Day_6
Day_6_JQ1
16.7433
0.99208
−4.077


Saa3
Day_1
Day_6
OK
16.8818
179.773
3.41263
Saa3
Day_6
Day_6_JQ1
179.773
10.7546
−4.0632


Slc16a3
Day_1
Day_6
OK
21.0056
170.37
3.01982
Slc16a3
Day_6
Day_6_JQ1
170.37
10.7025
−3.9927


Rasl12
Day_1
Day_6
OK
1.15539
4.62854
2.00218
Rasl12
Day_6
Day_6_JQ1
4.62854
0.3063
−3.9176


Pla1a
Day_1
Day_6
OK
2.19123
30.8506
3.81548
Pla1a
Day_6
Day_6_JQ1
30.8506
2.04702
−3.9137


Dkk2
Day_1
Day_6
OK
0.21569
13.426
5.95996
Dkk2
Day_6
Day_6_JQ1
13.426
0.91797
−3.8705


AI427809
Day_1
Day_6
OK
1.31804
5.43643
2.04427
AI427809
Day_6
Day_6_JQ1
5.43643
0.37822
−3.8454


Des
Day_1
Day_6
OK
37.9047
203.65
2.42564
Des
Day_6
Day_6_JQ1
203.65
14.4745
−3.8145


Pappa
Day_1
Day_6
OK
0.27925
9.27675
5.05401
Pappa
Day_6
Day_6_JQ1
9.27675
0.6606
−3.8118


Elfn1
Day_1
Day_6
OK
0.94662
5.70819
2.59217
Elfn1
Day_6
Day_6_JQ1
5.70819
0.41406
−3.7851


Tmeff1
Day_1
Day_6
OK
1.44924
70.9082
5.61258
Tmeff1
Day_6
Day_6_JQ1
70.9082
5.18135
−3.7746


Bcat1
Day_1
Day_6
OK
4.60208
15.8837
1.78719
Bcat1
Day_6
Day_6_JQ1
15.8837
1.17141
−3.7612


Thy1
Day_1
Day_6
OK
3.00349
29.6049
3.30112
Thy1
Day_6
Day_6_JQ1
29.6049
2.22239
−3.7357


Htra3
Day_1
Day_6
OK
1.90975
25.1293
3.71791
Htra3
Day_6
Day_6_JQ1
25.1293
1.89579
−3.7285


Col11a1
Day_1
Day_6
OK
0.03228
56.9722
10.7852
Col11a1
Day_6
Day_6_JQ1
56.9722
4.30333
−3.7267


Srpx2
Day_1
Day_6
OK
9.81776
39.4625
2.00701
Srpx2
Day_6
Day_6_JQ1
39.4625
2.99797
−3.7184


Pdgfc
Day_1
Day_6
OK
3.58118
20.0741
2.48683
Pdgfc
Day_6
Day_6_JQ1
20.0741
1.52698
−3.7166


Serpinb9b
Day_1
Day_6
OK
4.55261
54.2365
3.5745
Serpinb9b
Day_6
Day_6_JQ1
54.2365
4.13566
−3.7131


C1qtnf2
Day_1
Day_6
OK
1.67462
16.4148
3.29309
C1qtnf2
Day_6
Day_6_JQ1
16.4148
1.26244
−3.7007


Fst
Day_1
Day_6
OK
3.89679
39.6029
3.34525
Fst
Day_6
Day_6_JQ1
39.6029
3.07866
−3.6852


Col7a1
Day_1
Day_6
OK
0.10363
6.90127
6.0573
Col7a1
Day_6
Day_6_JQ1
6.90127
0.54438
−3.6642


Olfm2
Day_1
Day_6
OK
0.19663
10.5489
5.74549
Olfm2
Day_6
Day_6_JQ1
10.5489
0.83718
−3.6554


Tll1
Day_1
Day_6
OK
0.37774
4.91621
3.70209
Tll1
Day_6
Day_6_JQ1
4.91621
0.39156
−3.6502


Cdh3
Day_1
Day_6
OK
0.44919
17.9348
5.31928
Cdh3
Day_6
Day_6_JQ1
17.9348
1.47683
−3.6022


Kctd15
Day_1
Day_6
OK
3.33369
13.3028
1.99654
Kctd15
Day_6
Day_6_JQ1
13.3028
1.12409
−3.5649


4930583H14Rik
Day_1
Day_6
OK
0.33238
7.74985
4.54327
4930583H14Rik
Day_6
Day_6_JQ1
7.74985
0.65724
−3.5597


Acta1
Day_1
Day_6
OK
2.78597
61.4835
4.46395
Acta1
Day_6
Day_6_JQ1
61.4835
5.29945
−3.5363


Angpt4
Day_1
Day_6
OK
0
25.6326
inf
Angpt4
Day_6
Day_6_JQ1
25.6326
2.21625
−3.5318


Hhipl1
Day_1
Day_6
OK
0.47984
5.88806
3.61718
Hhipl1
Day_6
Day_6_JQ1
5.88806
0.51696
−3.5097


Zfp827
Day_1
Day_6
OK
1.07952
5.14206
2.25195
Zfp827
Day_6
Day_6_JQ1
5.14206
0.4625
−3.4748


Adamtsl2
Day_1
Day_6
OK
0.7674
7.30924
3.25167
Adamtsl2
Day_6
Day_6_JQ1
7.30924
0.67456
−3.4377


Hebp2
Day_1
Day_6
OK
0.8872
8.17359
3.20364
Hebp2
Day_6
Day_6_JQ1
8.17359
0.76842
−3.411


Alox5ap
Day_1
Day_6
OK
3.39874
19.1261
2.49247
Alox5ap
Day_6
Day_6_JQ1
19.1261
1.8396
−3.3781


Rgs4
Day_1
Day_6
OK
1.81829
24.1832
3.73335
Rgs4
Day_6
Day_6_JQ1
24.1832
2.34489
−3.3664


Hsd11b1
Day_1
Day_6
OK
13.9492
38.1155
1.4502
Hsd11b1
Day_6
Day_6_JQ1
38.1155
3.83872
−3.3117


Col6a3
Day_1
Day_6
OK
4.98244
71.0539
3.83399
Col6a3
Day_6
Day_6_JQ1
71.0539
7.23443
−3.296


Postn
Day_1
Day_6
OK
10.945
570.293
5.70336
Postn
Day_6
Day_6_JQ1
570.293
58.0905
−3.2953


Prkar1b
Day_1
Day_6
OK
0.90454
10.5692
3.54653
Prkar1b
Day_6
Day_6_JQ1
10.5692
1.1011
−3.2629


Fam132b
Day_1
Day_6
OK
0.40533
5.78404
3.8349
Fam132b
Day_6
Day_6_JQ1
5.78404
0.61357
−3.2368


Naalad2
Day_1
Day_6
OK
1.48606
8.60497
2.53368
Naalad2
Day_6
Day_6_JQ1
8.60497
0.97386
−3.1434


Def6
Day_1
Day_6
OK
0.9963
7.6116
2.93355
Def6
Day_6
Day_6_JQ1
7.6116
0.86236
−3.1418


Esrp2
Day_1
Day_6
OK
1.89409
6.55651
1.79142
Esrp2
Day_6
Day_6_JQ1
6.55651
0.74594
−3.1358


Sertad4
Day_1
Day_6
OK
1.27593
6.00615
2.23489
Sertad4
Day_6
Day_6_JQ1
6.00615
0.69036
−3.121


Fkbp10
Day_1
Day_6
OK
36.6459
236.986
2.69308
Fkbp10
Day_6
Day_6_JQ1
236.986
27.4534
−3.1097


Chst11
Day_1
Day_6
OK
62.2241
192.286
1.62771
Chst11
Day_6
Day_6_JQ1
192.286
22.6881
−3.0832


Rap1gap2
Day_1
Day_6
OK
5.10773
21.5087
2.07417
Rap1gap2
Day_6
Day_6_JQ1
21.5087
2.58013
−3.0594


Ak4
Day_1
Day_6
OK
5.33475
18.3772
1.78442
Ak4
Day_6
Day_6_JQ1
18.3772
2.20735
−3.0575


Nfatc4
Day_1
Day_6
OK
0.54257
18.5966
5.09908
Nfatc4
Day_6
Day_6_JQ1
18.5966
2.23537
−3.0565


F3
Day_1
Day_6
OK
112.086
269.445
1.26538
F3
Day_6
Day_6_JQ1
269.445
32.9312
−3.0325


C1qtnf5
Day_1
Day_6
OK
6.8122
43.3705
2.67052
C1qtnf5
Day_6
Day_6_JQ1
43.3705
5.30288
−3.0319


Gm12824
Day_1
Day_6
OK
1.21985
6.62967
2.44223
Gm12824
Day_6
Day_6_JQ1
6.62967
0.81073
−3.0317


P4ha3
Day_1
Day_6
OK
0.10271
10.8738
6.72615
P4ha3
Day_6
Day_6_JQ1
10.8738
1.33454
−3.0265


Tnfsf13b
Day_1
Day_6
OK
1.36718
9.03107
2.72369
Tnfsf13b
Day_6
Day_6_JQ1
9.03107
1.11905
−3.0126


Tfpi2
Day_1
Day_6
OK
5.6267
35.9556
2.67586
Tfpi2
Day_6
Day_6_JQ1
35.9556
4.48596
−3.0027


Chd3
Day_1
Day_6
OK
8.95681
34.7271
1.955
Chd3
Day_6
Day_6_JQ1
34.7271
4.38612
−2.985


Npr3
Day_1
Day_6
OK
25.0281
65.9709
1.39828
Npr3
Day_6
Day_6_JQ1
65.9709
8.40845
−2.9719


Etv4
Day_1
Day_6
OK
1.10429
8.66792
2.97257
Etv4
Day_6
Day_6_JQ1
8.66792
1.11615
−2.9572


Wnt11
Day_1
Day_6
OK
0.96983
10.057
3.37434
Wnt11
Day_6
Day_6_JQ1
10.057
1.29943
−2.9523


Gpr176
Day_1
Day_6
OK
9.52687
41.5675
2.12538
Gpr176
Day_6
Day_6_JQ1
41.5675
5.41282
−2.941


Ptprn
Day_1
Day_6
OK
2.93552
39.7337
3.75867
Ptprn
Day_6
Day_6_JQ1
39.7337
5.20356
−2.9328


Col6a2
Day_1
Day_6
OK
8.0342
48.06
2.58061
Col6a2
Day_6
Day_6_JQ1
48.06
6.3149
−2.928


Jph2
Day_1
Day_6
OK
0.40085
26.1105
6.02541
Jph2
Day_6
Day_6_JQ1
26.1105
3.45063
−2.9197


Mmp23
Day_1
Day_6
OK
0.88911
45.1918
5.66756
Mmp23
Day_6
Day_6_JQ1
45.1918
6.01408
−2.9097


Prelid2
Day_1
Day_6
OK
3.22952
12.662
1.97111
Prelid2
Day_6
Day_6_JQ1
12.662
1.70999
−2.8884


Hspb2
Day_1
Day_6
OK
8.35596
49.9611
2.57993
Hspb2
Day_6
Day_6_JQ1
49.9611
6.82616
−2.8717


Spon2
Day_1
Day_6
OK
3.51573
89.5714
4.67114
Spon2
Day_6
Day_6_JQ1
89.5714
12.3682
−2.8564


Wbscr17
Day_1
Day_6
OK
0.08779
5.23502
5.89807
Wbscr17
Day_6
Day_6_JQ1
5.23502
0.72559
−2.851


Cdh6
Day_1
Day_6
OK
1.10656
5.39051
2.28434
Cdh6
Day_6
Day_6_JQ1
5.39051
0.76401
−2.8188


Dok5
Day_1
Day_6
OK
2.08648
8.28634
1.98967
Dok5
Day_6
Day_6_JQ1
8.28634
1.20334
−2.7837


Aoc3
Day_1
Day_6
OK
0.12163
5.25859
5.43408
Aoc3
Day_6
Day_6_JQ1
5.25859
0.7708
−2.7703


Lmod1
Day_1
Day_6
OK
0.29531
37.7126
6.99668
Lmod1
Day_6
Day_6_JQ1
37.7126
5.53332
−2.7688


Atp1a3
Day_1
Day_6
OK
0.57206
7.12661
3.63898
Atp1a3
Day_6
Day_6_JQ1
7.12661
1.07031
−2.7352


Fibin
Day_1
Day_6
OK
0.36507
12.1912
5.06151
Fibin
Day_6
Day_6_JQ1
12.1912
1.84731
−2.7224


Lox
Day_1
Day_6
OK
4.72165
675.941
7.16146
Lox
Day_6
Day_6_JQ1
675.941
102.497
−2.7213


Fblim1
Day_1
Day_6
OK
35.3398
80.287
1.18387
Fblim1
Day_6
Day_6_JQ1
80.287
12.2302
−2.7147


Mrgprf
Day_1
Day_6
OK
0.34823
8.94379
4.68278
Mrgprf
Day_6
Day_6_JQ1
8.94379
1.3677
−2.7091


Lox14
Day_1
Day_6
OK
12.2323
40.4193
1.72435
Lox14
Day_6
Day_6_JQ1
40.4193
6.18137
−2.7091


4833442J19Rik
Day_1
Day_6
OK
2.82494
38.3446
3.76273
4833442J19Rik
Day_6
Day_6_JQ1
38.3446
5.92769
−2.6935


D430019H16Rik
Day_1
Day_6
OK
1.43387
12.678
3.14434
D430019H16Rik
Day_6
Day_6_JQ1
12.678
1.97148
−2.685


Syt13
Day_1
Day_6
OK
0.43667
40.2229
6.52533
Syt13
Day_6
Day_6_JQ1
40.2229
6.25723
−2.6844


Ltbp1
Day_1
Day_6
OK
4.02311
24.4677
2.6045
Ltbp1
Day_6
Day_6_JQ1
24.4677
3.83254
−2.6745


Fkbp11
Day_1
Day_6
OK
13.9457
44.328
1.6684
Fkbp11
Day_6
Day_6_JQ1
44.328
6.95477
−2.6721


Csdc2
Day_1
Day_6
OK
0.29105
5.77018
4.30929
Csdc2
Day_6
Day_6_JQ1
5.77018
0.91303
−2.6599


Mgp
Day_1
Day_6
OK
50.0853
141.183
1.49511
Mgp
Day_6
Day_6_JQ1
141.183
22.5571
−2.6459


Myl9
Day_1
Day_6
OK
37.364
865.564
4.53392
Myl9
Day_6
Day_6_JQ1
865.564
142.669
−2.601


Serpinf1
Day_1
Day_6
OK
17.3031
395.807
4.5157
Serpinf1
Day_6
Day_6_JQ1
395.807
66.5572
−2.5721


Adcy5
Day_1
Day_6
OK
1.30694
5.80427
2.15092
Adcy5
Day_6
Day_6_JQ1
5.80427
0.98012
−2.5661


Serinc2
Day_1
Day_6
OK
6.09221
21.0809
1.7909
Serinc2
Day_6
Day_6_JQ1
21.0809
3.59613
−2.5514


Adcy1
Day_1
Day_6
OK
0.09389
4.7329
5.65566
Adcy1
Day_6
Day_6_JQ1
4.7329
0.80919
−2.5482


Arhgef6
Day_1
Day_6
OK
5.27131
11.5472
1.13131
Arhgef6
Day_6
Day_6_JQ1
11.5472
2.02497
−2.5116


Itga5
Day_1
Day_6
OK
68.3133
251.416
1.87984
Itga5
Day_6
Day_6_JQ1
251.416
44.6427
−2.4936


Folr1
Day_1
Day_6
OK
0.73472
10.6375
3.85581
Folr1
Day_6
Day_6_JQ1
10.6375
1.90454
−2.4816


Fmod
Day_1
Day_6
OK
0.70518
13.1548
4.22145
Fmod
Day_6
Day_6_JQ1
13.1548
2.36858
−2.4735


Crispld2
Day_1
Day_6
OK
3.9184
27.2778
2.79939
Crispld2
Day_6
Day_6_JQ1
27.2778
4.91183
−2.4734


Cplx2
Day_1
Day_6
OK
4.88988
18.6259
1.92944
Cplx2
Day_6
Day_6_JQ1
18.6259
3.35819
−2.4716


Crlf1
Day_1
Day_6
OK
1.28239
147.398
6.84474
Crlf1
Day_6
Day_6_JQ1
147.398
26.6612
−2.4669


Srpx
Day_1
Day_6
OK
0.14839
14.497
6.61021
Srpx
Day_6
Day_6_JQ1
14.497
2.6404
−2.4569


Pygl
Day_1
Day_6
OK
3.01315
17.9554
2.57507
Pygl
Day_6
Day_6_JQ1
17.9554
3.27475
−2.455


Sh3gl3
Day_1
Day_6
OK
0.14259
5.97316
5.38858
Sh3gl3
Day_6
Day_6_JQ1
5.97316
1.08955
−2.4548


Thbs3
Day_1
Day_6
OK
0.43435
7.78988
4.16468
Thbs3
Day_6
Day_6_JQ1
7.78988
1.4249
−2.4507


Gpr133
Day_1
Day_6
OK
1.60624
20.8713
3.69976
Gpr133
Day_6
Day_6_JQ1
20.8713
3.84236
−2.4415


Kcne4
Day_1
Day_6
OK
11.2086
46.0538
2.03871
Kcne4
Day_6
Day_6_JQ1
46.0538
8.54726
−2.4298


Sparcl1
Day_1
Day_6
OK
8.57813
29.8971
1.80127
Sparcl1
Day_6
Day_6_JQ1
29.8971
5.62864
−2.4092


Fzd6
Day_1
Day_6
OK
4.45863
12.0533
1.43476
Fzd6
Day_6
Day_6_JQ1
12.0533
2.32764
−2.3725


Foxc2
Day_1
Day_6
OK
1.84116
7.4612
2.01879
Foxc2
Day_6
Day_6_JQ1
7.4612
1.45305
−2.3603


Podn
Day_1
Day_6
OK
1.82972
7.42598
2.02096
Podn
Day_6
Day_6_JQ1
7.42598
1.45845
−2.3482


Ydjc
Day_1
Day_6
OK
2.38189
9.6914
2.0246
Ydjc
Day_6
Day_6_JQ1
9.6914
1.90466
−2.3472


Myh11
Day_1
Day_6
OK
2.33747
32.1738
3.78287
Myh11
Day_6
Day_6_JQ1
32.1738
6.32838
−2.346


Ncam1
Day_1
Day_6
OK
0.15518
40.77
8.03741
Ncam1
Day_6
Day_6_JQ1
40.77
8.07272
−2.3364


Mrvi1
Day_1
Day_6
OK
3.35937
13.0175
1.95419
Mrvi1
Day_6
Day_6_JQ1
13.0175
2.60224
−2.3226


Tsku
Day_1
Day_6
OK
39.2352
95.2113
1.27899
Tsku
Day_6
Day_6_JQ1
95.2113
19.2147
−2.3089


Phyhd1
Day_1
Day_6
OK
5.06758
17.5053
1.78842
Phyhd1
Day_6
Day_6_JQ1
17.5053
3.55162
−2.3012


Sce1
Day_1
Day_6
OK
0.38079
17.6919
5.53793
Sce1
Day_6
Day_6_JQ1
17.6919
3.6703
−2.2691


Fam38b
Day_1
Day_6
OK
2.03096
16.2499
3.0002
Fam38b
Day_6
Day_6_JQ1
16.2499
3.39
−2.2611


Col12a1
Day_1
Day_6
OK
1.06926
180.423
7.39862
Col12a1
Day_6
Day_6_JQ1
180.423
37.8465
−2.2532


Igfbp2
Day_1
Day_6
OK
0.8821
12.1193
3.78021
Igfbp2
Day_6
Day_6_JQ1
12.1193
2.5845
−2.2293


Fstl3
Day_1
Day_6
OK
11.9449
69.6853
2.54446
Fstl3
Day_6
Day_6_JQ1
69.6853
14.8692
−2.2285


Nexn
Day_1
Day_6
OK
6.2418
29.6814
2.24952
Nexn
Day_6
Day_6_JQ1
29.6814
6.34291
−2.2263


Emp2
Day_1
Day_6
OK
17.5438
41.6354
1.24685
Emp2
Day_6
Day_6_JQ1
41.6354
8.90301
−2.2254


Aif1l
Day_1
Day_6
OK
0.76716
5.6445
2.87925
Aif1l
Day_6
Day_6_JQ1
5.6445
1.20792
−2.2243


Psrc1
Day_1
Day_6
OK
1.816
31.7836
4.12945
Psrc1
Day_6
Day_6_JQ1
31.7836
6.87429
−2.209


Slc2a10
Day_1
Day_6
OK
1.77128
9.44286
2.41443
Slc2a10
Day_6
Day_6_JQ1
9.44286
2.06196
−2.1952


Adcy7
Day_1
Day_6
OK
5.54115
15.7463
1.50676
Adcy7
Day_6
Day_6_JQ1
15.7463
3.43874
−2.1951


Dpysl3
Day_1
Day_6
OK
14.2184
65.1443
2.19588
Dpysl3
Day_6
Day_6_JQ1
65.1443
14.2712
−2.1905


Fndc1
Day_1
Day_6
OK
0.67409
68.9277
6.67601
Fndc1
Day_6
Day_6_JQ1
68.9277
15.189
−2.1821


Cacng7
Day_1
Day_6
OK
1.04882
10.1921
3.28062
Cacng7
Day_6
Day_6_JQ1
10.1921
2.27612
−2.1628


Pter
Day_1
Day_6
OK
2.11164
7.79658
1.88448
Pter
Day_6
Day_6_JQ1
7.79658
1.74261
−2.1616


Fndc4
Day_1
Day_6
OK
1.28275
5.52496
2.10672
Fndc4
Day_6
Day_6_JQ1
5.52496
1.24382
−2.1512


Zbtb8b
Day_1
Day_6
OK
0.07223
8.93825
6.95124
Zbtb8b
Day_6
Day_6_JQ1
8.93825
2.02273
−2.1437


Tspan2
Day_1
Day_6
OK
2.46328
12.1915
2.30722
Tspan2
Day_6
Day_6_JQ1
12.1915
2.76172
−2.1422


Wnt5a
Day_1
Day_6
OK
3.03982
32.9179
3.43681
Wnt5a
Day_6
Day_6_JQ1
32.9179
7.52414
−2.1293


Fah
Day_1
Day_6
OK
1.2575
7.83959
2.64022
Fah
Day_6
Day_6_JQ1
7.83959
1.79329
−2.1282


Serpine2
Day_1
Day_6
OK
5.72009
34.0957
2.57548
Serpine2
Day_6
Day_6_JQ1
34.0957
7.82469
−2.1235


Vegfa
Day_1
Day_6
OK
56.766
120.097
1.0811
Vegfa
Day_6
Day_6_JQ1
120.097
27.576
−2.1227


Adamts12
Day_1
Day_6
OK
3.50135
74.0615
4.40274
Adamts12
Day_6
Day_6_JQ1
74.0615
17.1447
−2.111


Plscr2
Day_1
Day_6
OK
2.96386
32.5691
3.45795
Plscr2
Day_6
Day_6_JQ1
32.5691
7.54439
−2.11


Hk2
Day_1
Day_6
OK
15.6611
41.6616
1.41153
Hk2
Day_6
Day_6_JQ1
41.6616
9.85122
−2.0803


A430110N23Rik
Day_1
Day_6
OK
1.29228
6.44734
2.31878
A430110N23Rik
Day_6
Day_6_JQ1
6.44734
1.52901
−2.0761


Rab15
Day_1
Day_6
OK
1.13696
6.27629
2.46473
Rab15
Day_6
Day_6_JQ1
6.27629
1.49816
−2.0667


Spp1
Day_1
Day_6
OK
199.456
943.878
2.24253
Spp1
Day_6
Day_6_JQ1
943.878
226.746
−2.0575


Plp2
Day_1
Day_6
OK
24.7083
69.2544
1.48691
Plp2
Day_6
Day_6_JQ1
69.2544
16.6661
−2.055


Foxf2
Day_1
Day_6
OK
0.46119
6.84136
3.89084
Foxf2
Day_6
Day_6_JQ1
6.84136
1.6602
−2.0429


Rab7l1
Day_1
Day_6
OK
9.89624
24.1496
1.28705
Rab7l1
Day_6
Day_6_JQ1
24.1496
5.90148
−2.0329


Gpc1
Day_1
Day_6
OK
20.1767
41.9106
1.05463
Gpc1
Day_6
Day_6_JQ1
41.9106
10.285
−2.0268


Vash2
Day_1
Day_6
OK
1.09787
5.45022
2.31161
Vash2
Day_6
Day_6_JQ1
5.45022
1.34279
−2.0211


Kif26b
Day_1
Day_6
OK
0.07128
12.7898
7.48735
Kif26b
Day_6
Day_6_JQ1
12.7898
3.16995
−2.0125


Sgce
Day_1
Day_6
OK
10.0374
31.2083
1.63655
Sgce
Day_6
Day_6_JQ1
31.2083
7.75142
−2.0094


Gpr39
Day_1
Day_6
OK
14.6805
88.6895
2.59486
Gpr39
Day_6
Day_6_JQ1
88.6895
22.0499
−2.008


Igf2
Day_1
Day_6
OK
0.47733
13.0449
4.77237
Igf2
Day_6
Day_6_JQ1
13.0449
3.24902
−2.0054


Aldh1l2
Day_1
Day_6
OK
4.42269
30.1463
2.76899
Aldh1l2
Day_6
Day_6_JQ1
30.1463
7.69789
−1.9695


Iglon5
Day_1
Day_6
OK
1.78061
8.38123
2.23479
Iglon5
Day_6
Day_6_JQ1
8.38123
2.14801
−1.9642


Tbxa2r
Day_1
Day_6
OK
0.89782
6.20309
2.78848
Tbxa2r
Day_6
Day_6_JQ1
6.20309
1.60344
−1.9518


B3galnt1
Day_1
Day_6
OK
2.89948
10.2307
1.81904
B3galnt1
Day_6
Day_6_JQ1
10.2307
2.65254
−1.9475


Wnt4
Day_1
Day_6
OK
3.71533
71.2032
4.26038
Wnt4
Day_6
Day_6_JQ1
71.2032
18.5297
−1.9421


Rftn2
Day_1
Day_6
OK
2.01233
5.26739
1.38822
Rftn2
Day_6
Day_6_JQ1
5.26739
1.38734
−1.9248


Lims2
Day_1
Day_6
OK
8.20797
45.5241
2.47153
Lims2
Day_6
Day_6_JQ1
45.5241
12.2591
−1.8928


Plac8
Day_1
Day_6
OK
154.788
383.958
1.31066
Plac8
Day_6
Day_6_JQ1
383.958
104.172
−1.882


Bdnf
Day_1
Day_6
OK
0.32522
16.8931
5.69887
Bdnf
Day_6
Day_6_JQ1
16.8931
4.6088
−1.874


Casp12
Day_1
Day_6
OK
3.64638
14.6069
2.00211
Casp12
Day_6
Day_6_JQ1
14.6069
4.00015
−1.8685


Fam19a5
Day_1
Day_6
OK
0.27883
4.90769
4.1376
Fam19a5
Day_6
Day_6_JQ1
4.90769
1.34431
−1.8682


Gys1
Day_1
Day_6
OK
15.2212
41.9131
1.46132
Gys1
Day_6
Day_6_JQ1
41.9131
11.4841
−1.8678


Adam8
Day_1
Day_6
OK
19.3616
43.2975
1.16109
Adam8
Day_6
Day_6_JQ1
43.2975
11.9385
−1.8587


Ptpla
Day_1
Day_6
OK
14.7256
45.1915
1.61773
Ptpla
Day_6
Day_6_JQ1
45.1915
12.4632
−1.8584


Sh3kbp1
Day_1
Day_6
OK
4.0983
36.39
3.15045
Sh3kbp1
Day_6
Day_6_JQ1
36.39
10.1373
−1.8439


Ddah1
Day_1
Day_6
OK
17.6408
37.5608
1.09031
Ddah1
Day_6
Day_6_JQ1
37.5608
10.4898
−1.8403


Ankrd55
Day_1
Day_6
OK
0.18997
26.7203
7.13603
Ankrd55
Day_6
Day_6_JQ1
26.7203
7.51879
−1.8294


Trim46
Day_1
Day_6
OK
1.78764
6.22108
1.79911
Trim46
Day_6
Day_6_JQ1
6.22108
1.75814
−1.8231


9930013L23Rik
Day_1
Day_6
OK
6.8121
110.741
4.02294
9930013L23Rik
Day_6
Day_6_JQ1
110.741
31.3095
−1.8225


Cd276
Day_1
Day_6
OK
1.35074
19.9855
3.88714
Cd276
Day_6
Day_6_JQ1
19.9855
5.67351
−1.8166


Speg
Day_1
Day_6
OK
7.3792
26.0645
1.82055
Speg
Day_6
Day_6_JQ1
26.0645
7.40942
−1.8147


Aldh1l1
Day_1
Day_6
OK
1.26164
5.37875
2.09197
Aldh1l1
Day_6
Day_6_JQ1
5.37875
1.53574
−1.8083


Avpr1a
Day_1
Day_6
OK
0.15285
5.73321
5.22916
Avpr1a
Day_6
Day_6_JQ1
5.73321
1.65135
−1.7957


Timp1
Day_1
Day_6
OK
68.2229
1027.64
3.91293
Timp1
Day_6
Day_6_JQ1
1027.64
296.521
−1.7931


Ppp1r14a
Day_1
Day_6
OK
17.7118
69.878
1.98012
Ppp1r14a
Day_6
Day_6_JQ1
69.878
20.201
−1.7904


Aldh1a2
Day_1
Day_6
OK
7.73533
65.9266
3.09133
Aldh1a2
Day_6
Day_6_JQ1
65.9266
19.1605
−1.7827


Obsl1
Day_1
Day_6
OK
2.80737
10.6278
1.92055
Obsl1
Day_6
Day_6_JQ1
10.6278
3.10798
−1.7738


Pmepa1
Day_1
Day_6
OK
36.2919
99.1242
1.44959
Pmepa1
Day_6
Day_6_JQ1
99.1242
29.4329
−1.7518


Acpl2
Day_1
Day_6
OK
1.95323
24.1273
3.62673
Acpl2
Day_6
Day_6_JQ1
24.1273
7.20488
−1.7436


Dmpk
Day_1
Day_6
OK
10.9112
88.3241
3.017
Dmpk
Day_6
Day_6_JQ1
88.3241
26.4788
−1.738


Pdlim4
Day_1
Day_6
OK
4.66132
15.8892
1.76924
Pdlim4
Day_6
Day_6_JQ1
15.8892
4.7862
−1.7311


Sardh
Day_1
Day_6
OK
2.69386
10.5599
1.97085
Sardh
Day_6
Day_6_JQ1
10.5599
3.19278
−1.7257


Ndrg2
Day_1
Day_6
OK
12.5875
41.6291
1.7256
Ndrg2
Day_6
Day_6_JQ1
41.6291
12.6911
−1.7138


Col16a1
Day_1
Day_6
OK
1.58376
16.4853
3.37976
Col16a1
Day_6
Day_6_JQ1
16.4853
5.06354
−1.703


Gria4
Day_1
Day_6
OK
0.10915
8.46008
6.27636
Gria4
Day_6
Day_6_JQ1
8.46008
2.60027
−1.702


Srgap3
Day_1
Day_6
OK
0.56476
4.51645
2.99949
Srgap3
Day_6
Day_6_JQ1
4.51645
1.38937
−1.7008


Lox13
Day_1
Day_6
OK
5.18778
39.0539
2.91228
Lox13
Day_6
Day_6_JQ1
39.0539
12.0376
−1.6979


Popdc2
Day_1
Day_6
OK
0.36904
13.8107
5.22586
Popdc2
Day_6
Day_6_JQ1
13.8107
4.26297
−1.6959


Cdh11
Day_1
Day_6
OK
1.45907
56.5065
5.2753
Cdh11
Day_6
Day_6_JQ1
56.5065
17.4722
−1.6934


Bnip3
Day_1
Day_6
OK
25.2823
60.3077
1.25422
Bnip3
Day_6
Day_6_JQ1
60.3077
18.6877
−1.6903


Acot11
Day_1
Day_6
OK
1.66525
5.30358
1.67122
Acot11
Day_6
Day_6_JQ1
5.30358
1.6538
−1.6812


Fap
Day_1
Day_6
OK
0.38807
5.10834
3.71848
Fap
Day_6
Day_6_JQ1
5.10834
1.60084
−1.674


Pde1a
Day_1
Day_6
OK
11.3714
29.5722
1.37884
Pde1a
Day_6
Day_6_JQ1
29.5722
9.28199
−1.6717


Fam132a
Day_1
Day_6
OK
2.25595
13.7405
2.60663
Fam132a
Day_6
Day_6_JQ1
13.7405
4.33062
−1.6658


Tmem45a
Day_1
Day_6
OK
1.4933
68.1356
5.51183
Tmem45a
Day_6
Day_6_JQ1
68.1356
21.4757
−1.6657


Akap5
Day_1
Day_6
OK
0.0923
4.63302
5.64948
Akap5
Day_6
Day_6_JQ1
4.63302
1.47826
−1.6481


Pcsk5
Day_1
Day_6
OK
0.27905
15.0557
5.75364
Pcsk5
Day_6
Day_6_JQ1
15.0557
4.87984
−1.6254


Col1a1
Day_1
Day_6
OK
8.99318
2559.42
8.15277
Col1a1
Day_6
Day_6_JQ1
2559.42
830.694
−1.6234


Gdf6
Day_1
Day_6
OK
0.79228
80.0405
6.65858
Gdf6
Day_6
Day_6_JQ1
80.0405
25.9944
−1.6225


Nts
Day_1
Day_6
OK
0.82385
9.86908
3.58247
Nts
Day_6
Day_6_JQ1
9.86908
3.20989
−1.6204


1110067D22Rik
Day_1
Day_6
OK
5.49736
23.6605
2.10567
1110067D22Rik
Day_6
Day_6_JQ1
23.6605
7.6991
−1.6197


Lrrn2
Day_1
Day_6
OK
0.15891
5.54336
5.12449
Lrrn2
Day_6
Day_6_JQ1
5.54336
1.8093
−1.6153


Hrct1
Day_1
Day_6
OK
0.63877
9.85494
3.94747
Hrct1
Day_6
Day_6_JQ1
9.85494
3.22849
−1.61


Shisa3
Day_1
Day_6
OK
0.7263
13.1189
4.17495
Shisa3
Day_6
Day_6_JQ1
13.1189
4.34506
−1.5942


Bag2
Day_1
Day_6
OK
4.877
43.7103
3.16391
Bag2
Day_6
Day_6_JQ1
43.7103
14.4878
−1.5931


Tcea3
Day_1
Day_6
OK
0.65267
5.86891
3.16868
Tcea3
Day_6
Day_6_JQ1
5.86891
1.94665
−1.5921


Ppapdc1b
Day_1
Day_6
OK
15.5022
39.9374
1.36526
Ppapdc1b
Day_6
Day_6_JQ1
39.9374
13.4067
−1.5748


Pfkfb4
Day_1
Day_6
OK
2.71872
7.0037
1.36519
Pfkfb4
Day_6
Day_6_JQ1
7.0037
2.359
−1.5699


Cercam
Day_1
Day_6
OK
1.45447
28.9258
4.31378
Cercam
Day_6
Day_6_JQ1
28.9258
9.77516
−1.5652


Hs6st2
Day_1
Day_6
OK
0.46726
68.95
7.20519
Hs6st2
Day_6
Day_6_JQ1
68.95
23.4423
−1.5564


Tmem14a
Day_1
Day_6
OK
1.22257
6.27333
2.35931
Tmem14a
Day_6
Day_6_JQ1
6.27333
2.14481
−1.5484


Palld
Day_1
Day_6
OK
8.68722
50.7402
2.54616
Palld
Day_6
Day_6_JQ1
50.7402
17.5752
−1.5296


Fam162a
Day_1
Day_6
OK
73.9909
229.685
1.63424
Fam162a
Day_6
Day_6_JQ1
229.685
79.8975
−1.5234


Gpx7
Day_1
Day_6
OK
10.6539
63.6378
2.57851
Gpx7
Day_6
Day_6_JQ1
63.6378
22.4891
−1.5007


P4ha2
Day_1
Day_6
OK
14.122
92.0875
2.70506
P4ha2
Day_6
Day_6_JQ1
92.0875
32.777
−1.4903


Ppp1r131
Day_1
Day_6
OK
4.40351
15.0987
1.7777
Ppp1r131
Day_6
Day_6_JQ1
15.0987
5.37842
−1.4892


Gpr161
Day_1
Day_6
OK
1.50608
5.66372
1.91095
Gpr161
Day_6
Day_6_JQ1
5.66372
2.03169
−1.4791


Acta2
Day_1
Day_6
OK
45.8516
2402.37
5.71134
Acta2
Day_6
Day_6_JQ1
2402.37
862.735
−1.4775


Lrrc27
Day_1
Day_6
OK
4.0541
13.0163
1.68286
Lrrc27
Day_6
Day_6_JQ1
13.0163
4.68285
−1.4749


Bmper
Day_1
Day_6
OK
6.65935
40.2027
2.59384
Bmper
Day_6
Day_6_JQ1
40.2027
14.4843
−1.4728


Mical2
Day_1
Day_6
OK
30.0672
84.7219
1.49455
Mical2
Day_6
Day_6_JQ1
84.7219
30.5383
−1.4721


Tpi1
Day_1
Day_6
OK
129.064
418.772
1.69808
Tpi1
Day_6
Day_6_JQ1
418.772
151.67
−1.4652


Trim16
Day_1
Day_6
OK
6.27334
13.8067
1.13807
Trim16
Day_6
Day_6_JQ1
13.8067
5.01456
−1.4612


Mical1
Day_1
Day_6
OK
6.02089
24.9254
2.04957
Mical1
Day_6
Day_6_JQ1
24.9254
9.05465
−1.4609


6030419C18Rik
Day_1
Day_6
OK
1.14586
17.6127
3.94212
6030419C18Rik
Day_6
Day_6_JQ1
17.6127
6.41445
−1.4572


Dock5
Day_1
Day_6
OK
2.60342
9.98509
1.93937
Dock5
Day_6
Day_6_JQ1
9.98509
3.64425
−1.4542


Alpl
Day_1
Day_6
OK
9.27242
29.2545
1.65764
Alpl
Day_6
Day_6_JQ1
29.2545
10.6985
−1.4513


Slc38a1
Day_1
Day_6
OK
4.82912
15.8376
1.71352
Slc38a1
Day_6
Day_6_JQ1
15.8376
5.82226
−1.4437


A130022J15Rik
Day_1
Day_6
OK
5.76633
14.3808
1.31842
A130022J15Rik
Day_6
Day_6_JQ1
14.3808
5.29253
−1.4421


2610029I01Rik
Day_1
Day_6
OK
5.47637
16.0859
1.5545
2610029I01Rik
Day_6
Day_6_JQ1
16.0859
5.92945
−1.4398


Thsd7a
Day_1
Day_6
OK
0.8397
9.10897
3.43935
Thsd7a
Day_6
Day_6_JQ1
9.10897
3.36217
−1.4379


Fuca2
Day_1
Day_6
OK
8.19198
19.4095
1.24448
Fuca2
Day_6
Day_6_JQ1
19.4095
7.1839
−1.4339


Leprel4
Day_1
Day_6
OK
11.7809
77.0854
2.71001
Leprel4
Day_6
Day_6_JQ1
77.0854
28.5678
−1.4321


Limk2
Day_1
Day_6
OK
12.9407
29.7553
1.20123
Limk2
Day_6
Day_6_JQ1
29.7553
11.0379
−1.4307


Prkag2
Day_1
Day_6
OK
3.73635
19.385
2.37524
Prkag2
Day_6
Day_6_JQ1
19.385
7.31482
−1.4061


2010011I20Rik
Day_1
Day_6
OK
8.14544
31.9271
1.97072
2010011I20Rik
Day_6
Day_6_JQ1
31.9271
12.0649
−1.404


Grem1
Day_1
Day_6
OK
5.51939
32.789
2.57063
Grem1
Day_6
Day_6_JQ1
32.789
12.4243
−1.4001


Parm1
Day_1
Day_6
OK
2.27917
48.0525
4.39803
Parm1
Day_6
Day_6_JQ1
48.0525
18.3367
−1.3899


Prrx2
Day_1
Day_6
OK
1.07176
10.4227
3.28168
Prrx2
Day_6
Day_6_JQ1
10.4227
4.00366
−1.3803


Pacsin3
Day_1
Day_6
OK
4.47631
12.0027
1.42298
Pacsin3
Day_6
Day_6_JQ1
12.0027
4.62741
−1.3751


Pgam1
Day_1
Day_6
OK
21.3537
65.3347
1.61336
Pgam1
Day_6
Day_6_JQ1
65.3347
25.4014
−1.3629


Smarcd3
Day_1
Day_6
OK
4.30324
15.3482
1.83457
Smarcd3
Day_6
Day_6_JQ1
15.3482
5.97342
−1.3614


Samd14
Day_1
Day_6
OK
1.83341
8.4334
2.20159
Samd14
Day_6
Day_6_JQ1
8.4334
3.31384
−1.3476


Zdhhc2
Day_1
Day_6
OK
1.20497
8.92704
2.88919
Zdhhc2
Day_6
Day_6_JQ1
8.92704
3.51017
−1.3466


D18Ertd653e
Day_1
Day_6
OK
3.18521
12.258
1.94427
D18Ertd653e
Day_6
Day_6_JQ1
12.258
4.82101
−1.3463


Tgfb3
Day_1
Day_6
OK
8.63214
104.925
3.6035
Tgfb3
Day_6
Day_6_JQ1
104.925
41.3316
−1.3441


Pcolce2
Day_1
Day_6
OK
10.309
26.9038
1.3839
Pcolce2
Day_6
Day_6_JQ1
26.9038
10.6303
−1.3396


Ccdc8
Day_1
Day_6
OK
3.2331
11.5983
1.84292
Ccdc8
Day_6
Day_6_JQ1
11.5983
4.58871
−1.3378


Atp9a
Day_1
Day_6
OK
7.24735
20.4394
1.49583
Atp9a
Day_6
Day_6_JQ1
20.4394
8.10449
−1.3346


Gsn
Day_1
Day_6
OK
33.981
135.742
1.99806
Gsn
Day_6
Day_6_JQ1
135.742
53.8689
−1.3333


Lmcd1
Day_1
Day_6
OK
19.3376
56.9504
1.5583
Lmcd1
Day_6
Day_6_JQ1
56.9504
22.7407
−1.3244


Grb14
Day_1
Day_6
OK
0.15109
5.8885
5.28443
Grb14
Day_6
Day_6_JQ1
5.8885
2.35486
−1.3223


Fgf2
Day_1
Day_6
OK
22.2416
77.3565
1.79826
Fgf2
Day_6
Day_6_JQ1
77.3565
30.9424
−1.3219


Cryab
Day_1
Day_6
OK
202.441
485.019
1.26054
Cryab
Day_6
Day_6_JQ1
485.019
194.462
−1.3186


Mgll
Day_1
Day_6
OK
6.92622
15.8873
1.19774
Mgll
Day_6
Day_6_JQ1
15.8873
6.38862
−1.3143


Txndc15
Day_1
Day_6
OK
22.7825
55.5454
1.28574
Txndc15
Day_6
Day_6_JQ1
55.5454
22.6625
−1.2934


C1s
Day_1
Day_6
OK
9.29901
57.7096
2.63366
C1s
Day_6
Day_6_JQ1
57.7096
23.7532
−1.2807


D0H4S114
Day_1
Day_6
OK
3.56187
48.611
3.77058
D0H4S114
Day_6
Day_6_JQ1
48.611
20.0603
−1.2769


Lrrn4cl
Day_1
Day_6
OK
2.0859
6.79235
1.70324
Lrrn4cl
Day_6
Day_6_JQ1
6.79235
2.82782
−1.2642


Colec10
Day_1
Day_6
OK
1.55681
7.57159
2.282
Colec10
Day_6
Day_6_JQ1
7.57159
3.15752
−1.2618


Arhgef40
Day_1
Day_6
OK
7.73592
22.7295
1.55492
Arhgef40
Day_6
Day_6_JQ1
22.7295
9.51754
−1.2559


Creld1
Day_1
Day_6
OK
13.2336
36.9446
1.48116
Creld1
Day_6
Day_6_JQ1
36.9446
15.4782
−1.2551


C1rl
Day_1
Day_6
OK
1.06166
5.07307
2.25654
C1rl
Day_6
Day_6_JQ1
5.07307
2.13718
−1.2472


Slc39a13
Day_1
Day_6
OK
17.0097
62.5275
1.87813
Slc39a13
Day_6
Day_6_JQ1
62.5275
26.4452
−1.2415


Tspan17
Day_1
Day_6
OK
5.9937
22.3346
1.89776
Tspan17
Day_6
Day_6_JQ1
22.3346
9.45011
−1.2409


Ak1
Day_1
Day_6
OK
8.67228
107.924
3.63745
Ak1
Day_6
Day_6_JQ1
107.924
45.9168
−1.2329


Dnm3os
Day_1
Day_6
OK
0.71877
9.02295
3.64999
Dnm3os
Day_6
Day_6_JQ1
9.02295
3.84658
−1.23


Enpp3
Day_1
Day_6
OK
0.76849
6.93159
3.17308
Enpp3
Day_6
Day_6_JQ1
6.93159
2.96186
−1.2267


Tgfb2
Day_1
Day_6
OK
2.30559
23.0676
3.32266
Tgfb2
Day_6
Day_6_JQ1
23.0676
9.85858
−1.2264


Stbd1
Day_1
Day_6
OK
26.3563
111.959
2.08675
Stbd1
Day_6
Day_6_JQ1
111.959
48.409
−1.2096


Rbm46
Day_1
Day_6
OK
2.61214
8.05482
1.62462
Rbm46
Day_6
Day_6_JQ1
8.05482
3.53377
−1.1887


Hspb8
Day_1
Day_6
OK
30.7671
110.374
1.84294
Hspb8
Day_6
Day_6_JQ1
110.374
48.5135
−1.1859


Cdc14b
Day_1
Day_6
OK
2.5023
6.47418
1.37144
Cdc14b
Day_6
Day_6_JQ1
6.47418
2.86398
−1.1767


Prkcdbp
Day_1
Day_6
OK
13.0952
68.1118
2.37886
Prkcdbp
Day_6
Day_6_JQ1
68.1118
30.1978
−1.1735


Mr1
Day_1
Day_6
OK
3.51043
12.5345
1.83618
Mr1
Day_6
Day_6_JQ1
12.5345
5.56987
−1.1702


Rarg
Day_1
Day_6
OK
14.2647
39.2734
1.4611
Rarg
Day_6
Day_6_JQ1
39.2734
17.4545
−1.17


Nudt6
Day_1
Day_6
OK
18.6938
66.686
1.83483
Nudt6
Day_6
Day_6_JQ1
66.686
29.706
−1.1666


Adam19
Day_1
Day_6
OK
22.1947
121.076
2.44763
Adam19
Day_6
Day_6_JQ1
121.076
54.8988
−1.1411


Tiam1
Day_1
Day_6
OK
0.71062
5.51715
2.95678
Tiam1
Day_6
Day_6_JQ1
5.51715
2.52853
−1.1256


Fez1
Day_1
Day_6
OK
1.06222
6.55469
2.62544
Fez1
Day_6
Day_6_JQ1
6.55469
3.033
−1.1118


Spsb1
Day_1
Day_6
OK
23.9615
73.6595
1.62016
Spsb1
Day_6
Day_6_JQ1
73.6595
34.2732
−1.1038


Tceal8
Day_1
Day_6
OK
28.2285
93.7038
1.73096
Tceal8
Day_6
Day_6_JQ1
93.7038
43.7417
−1.0991


Serf1
Day_1
Day_6
OK
8.22668
27.5993
1.74625
Serf1
Day_6
Day_6_JQ1
27.5993
12.9215
−1.0949


Rcn3
Day_1
Day_6
OK
26.0723
344.846
3.72536
Rcn3
Day_6
Day_6_JQ1
344.846
162.127
−1.0888


Mark1
Day_1
Day_6
OK
5.43527
24.108
2.14909
Mark1
Day_6
Day_6_JQ1
24.108
11.3381
−1.0883


Olfml2b
Day_1
Day_6
OK
1.42306
40.4936
4.83063
Olfml2b
Day_6
Day_6_JQ1
40.4936
19.0933
−1.0846


Adamts10
Day_1
Day_6
OK
3.01995
22.1077
2.87195
Adamts10
Day_6
Day_6_JQ1
22.1077
10.4283
−1.0841


Cmbl
Day_1
Day_6
OK
1.84816
14.4733
2.96923
Cmbl
Day_6
Day_6_JQ1
14.4733
6.84861
−1.0795


Islr
Day_1
Day_6
OK
1.13495
20.3801
4.16645
Islr
Day_6
Day_6_JQ1
20.3801
9.71723
−1.0685


Ctsk
Day_1
Day_6
OK
37.3865
79.3053
1.0849
Ctsk
Day_6
Day_6_JQ1
79.3053
37.8835
−1.0659


Cdkn2a
Day_1
Day_6
OK
3.64104
44.4489
3.60973
Cdkn2a
Day_6
Day_6_JQ1
44.4489
21.4445
−1.0515


Ccdc80
Day_1
Day_6
OK
20.9979
423.888
4.33537
Ccdc80
Day_6
Day_6_JQ1
423.888
205.926
−1.0416


Rnf150
Day_1
Day_6
OK
3.12739
10.6853
1.7726
Rnf150
Day_6
Day_6_JQ1
10.6853
5.20097
−1.0388


Pfkp
Day_1
Day_6
OK
11.4982
39.8468
1.79306
Pfkp
Day_6
Day_6_JQ1
39.8468
19.5069
−1.0305


Ripk3
Day_1
Day_6
OK
15.6438
54.4914
1.80044
Ripk3
Day_6
Day_6_JQ1
54.4914
26.7225
−1.028


Kalrn
Day_1
Day_6
OK
2.61523
11.4268
2.12741
Kalrn
Day_6
Day_6_JQ1
11.4268
5.60976
−1.0264


Lpar1
Day_1
Day_6
OK
2.16438
16.1507
2.89957
Lpar1
Day_6
Day_6_JQ1
16.1507
7.93879
−1.0246


Ndrg4
Day_1
Day_6
OK
1.96491
22.7804
3.53526
Ndrg4
Day_6
Day_6_JQ1
22.7804
11.1993
−1.0244


Paqr7
Day_1
Day_6
OK
10.6383
27.0186
1.34468
Paqr7
Day_6
Day_6_JQ1
27.0186
13.3093
−1.0215


Gatsl3
Day_1
Day_6
OK
4.02765
15.7693
1.96911
Gatsl3
Day_6
Day_6_JQ1
15.7693
7.79422
−1.0166


Bmp1
Day_1
Day_6
OK
14.4285
196.598
3.76826
Bmp1
Day_6
Day_6_JQ1
196.598
97.3794
−1.0136


B230120H23Rik
Day_1
Day_6
OK
10.3473
22.904
1.14635
B230120H23Rik
Day_6
Day_6_JQ1
22.904
11.3632
−1.0112


E130203B14Rik
Day_1
Day_6
OK
2.235
7.29324
1.70628
E130203B14Rik
Day_6
Day_6_JQ1
7.29324
3.62279
−1.0095


Fbln2
Day_1
Day_6
OK
28.5536
941.151
5.04268
Fbln2
Day_6
Day_6_JQ1
941.151
468.044
−1.0078


Rcn1
Day_1
Day_6
OK
61.2239
130.531
1.09222
Rcn1
Day_6
Day_6_JQ1
130.531
64.9546
−1.0069


Vldlr
Day_1
Day_6
OK
1.88636
9.73966
2.36826
Vldlr
Day_6
Day_6_JQ1
9.73966
4.85613
−1.0041


Aug-01
Day_1
Day_6
OK
2.05768
26.8582
3.70627
Aug-01
Day_6
Day_6_JQ1
26.8582
13.5276
−0.9895


Pmaip1
Day_1
Day_6
OK
10.4375
24.4661
1.229
Pmaip1
Day_6
Day_6_JQ1
24.4661
12.3575
−0.9854


Pck2
Day_1
Day_6
OK
23.3315
55.7193
1.2559
Pck2
Day_6
Day_6_JQ1
55.7193
28.1623
−0.9844


Mgmt
Day_1
Day_6
OK
6.75372
33.5483
2.31249
Mgmt
Day_6
Day_6_JQ1
33.5483
16.9626
−0.9839


Tagln
Day_1
Day_6
OK
306.108
1946.13
2.6685
Tagln
Day_6
Day_6_JQ1
1946.13
987.996
−0.978


Slc38a4
Day_1
Day_6
OK
1.51389
7.39574
2.28844
Slc38a4
Day_6
Day_6_JQ1
7.39574
3.75506
−0.9779


Mdk
Day_1
Day_6
OK
3.15138
16.3487
2.37513
Mdk
Day_6
Day_6_JQ1
16.3487
8.31166
−0.976


Bgn
Day_1
Day_6
OK
290.092
2577.12
3.15118
Bgn
Day_6
Day_6_JQ1
2577.12
1311.2
−0.9749


Prepl
Day_1
Day_6
OK
6.8776
18.1879
1.403
Prepl
Day_6
Day_6_JQ1
18.1879
9.26061
−0.9738


Col1a2
Day_1
Day_6
OK
9.44635
1443.81
7.25591
Col1a2
Day_6
Day_6_JQ1
1443.81
736.183
−0.9717


Specc1
Day_1
Day_6
OK
4.50547
35.8604
2.99264
Specc1
Day_6
Day_6_JQ1
35.8604
18.3367
−0.9677


Nynrin
Day_1
Day_6
OK
2.77465
10.4252
1.90971
Nynrin
Day_6
Day_6_JQ1
10.4252
5.34951
−0.9626


Fkbp14
Day_1
Day_6
OK
7.35399
33.8756
2.20365
Fkbp14
Day_6
Day_6_JQ1
33.8756
17.3854
−0.9624


Mfap2
Day_1
Day_6
OK
0.26808
9.53014
5.15174
Mfap2
Day_6
Day_6_JQ1
9.53014
4.89339
−0.9617


Enah
Day_1
Day_6
OK
6.56254
21.2241
1.69338
Enah
Day_6
Day_6_JQ1
21.2241
10.9113
−0.9599


Pvrl1
Day_1
Day_6
OK
5.78202
16.8959
1.54703
Pvrl1
Day_6
Day_6_JQ1
16.8959
8.70747
−0.9563


Col3a1
Day_1
Day_6
OK
21.5668
1590.04
6.20411
Col3a1
Day_6
Day_6_JQ1
1590.04
820.017
−0.9553


Prss23
Day_1
Day_6
OK
39.1859
294.857
2.91161
Prss23
Day_6
Day_6_JQ1
294.857
152.592
−0.9503


Ltbp3
Day_1
Day_6
OK
6.55732
50.2028
2.93659
Ltbp3
Day_6
Day_6_JQ1
50.2028
26.195
−0.9385


Tubb3
Day_1
Day_6
OK
7.47406
28.7314
1.94266
Tubb3
Day_6
Day_6_JQ1
28.7314
15.0331
−0.9345


Mtap1a
Day_1
Day_6
OK
2.05121
13.9425
2.76494
Mtap1a
Day_6
Day_6_JQ1
13.9425
7.30521
−0.9325


Ammecr1
Day_1
Day_6
OK
4.64328
15.2271
1.71342
Ammecr1
Day_6
Day_6_JQ1
15.2271
8.01456
−0.9259


Gpx3
Day_1
Day_6
OK
8.47716
180.305
4.41071
Gpx3
Day_6
Day_6_JQ1
180.305
94.97
−0.9249


Dap
Day_1
Day_6
OK
44.4796
130.333
1.55099
Dap
Day_6
Day_6_JQ1
130.333
68.7322
−0.9231


Lrch2
Day_1
Day_6
OK
0.40642
12.5655
4.95034
Lrch2
Day_6
Day_6_JQ1
12.5655
6.6562
−0.9167


Pdgfd
Day_1
Day_6
OK
1.8886
13.4798
2.83541
Pdgfd
Day_6
Day_6_JQ1
13.4798
7.154
−0.914


Tbc1d8b
Day_1
Day_6
OK
4.68401
12.4987
1.41596
Tbc1d8b
Day_6
Day_6_JQ1
12.4987
6.64364
−0.9117


Mtap6
Day_1
Day_6
OK
1.22695
28.6868
4.54724
Mtap6
Day_6
Day_6_JQ1
28.6868
15.2963
−0.9072


Ptgs1
Day_1
Day_6
OK
33.0869
73.2427
1.14643
Ptgs1
Day_6
Day_6_JQ1
73.2427
39.0747
−0.9064


Tmem97
Day_1
Day_6
OK
13.2278
36.1148
1.44902
Tmem97
Day_6
Day_6_JQ1
36.1148
19.3422
−0.9008


Nlrx1
Day_1
Day_6
OK
1.86983
6.40945
1.77729
Nlrx1
Day_6
Day_6_JQ1
6.40945
3.43477
−0.9


Cnn2
Day_1
Day_6
OK
124.001
415.117
1.74317
Cnn2
Day_6
Day_6_JQ1
415.117
222.556
−0.8993


Nnmt
Day_1
Day_6
OK
14.4082
56.0599
1.96008
Nnmt
Day_6
Day_6_JQ1
56.0599
30.0607
−0.8991


LOC100616095
Day_1
Day_6
OK
3.77973
26.0616
2.78557
LOC100616095
Day_6
Day_6_JQ1
26.0616
13.992
−0.8973


Rian
Day_1
Day_6
OK
0.37241
43.3546
6.86314
Rian
Day_6
Day_6_JQ1
43.3546
23.3478
−0.8929


3110003A17Rik
Day_1
Day_6
OK
55.7976
193.911
1.79712
3110003A17Rik
Day_6
Day_6_JQ1
193.911
104.778
−0.8881


Gm5424
Day_1
Day_6
OK
1.21301
9.84164
3.02031
Gm5424
Day_6
Day_6_JQ1
9.84164
5.33112
−0.8845


Sec23a
Day_1
Day_6
OK
13.3774
53.1413
1.99004
Sec23a
Day_6
Day_6_JQ1
53.1413
28.8101
−0.8833


Nav2
Day_1
Day_6
OK
4.39739
9.77964
1.15313
Nav2
Day_6
Day_6_JQ1
9.77964
5.31105
−0.8808


Meg3
Day_1
Day_6
OK
0.29619
27.9244
6.55886
Meg3
Day_6
Day_6_JQ1
27.9244
15.1775
−0.8796


Col5a2
Day_1
Day_6
OK
18.2095
684.349
5.23197
Col5a2
Day_6
Day_6_JQ1
684.349
372.729
−0.8766


Setbp1
Day_1
Day_6
OK
0.59949
4.45298
2.89296
Setbp1
Day_6
Day_6_JQ1
4.45298
2.43409
−0.8714


Pla2g4a
Day_1
Day_6
OK
10.7703
27.1316
1.33292
Pla2g4a
Day_6
Day_6_JQ1
27.1316
14.8571
−0.8688


Thbs2
Day_1
Day_6
OK
1.63805
81.5588
5.63779
Thbs2
Day_6
Day_6_JQ1
81.5588
44.7287
−0.8666


Gas6
Day_1
Day_6
OK
14.1036
75.0981
2.41272
Gas6
Day_6
Day_6_JQ1
75.0981
41.2636
−0.8639


Cdkn2b
Day_1
Day_6
OK
17.4134
75.8805
2.12353
Cdkn2b
Day_6
Day_6_JQ1
75.8805
41.7085
−0.8634


Plod3
Day_1
Day_6
OK
39.5344
86.5209
1.12994
Plod3
Day_6
Day_6_JQ1
86.5209
47.8896
−0.8533


Shroom3
Day_1
Day_6
OK
3.81196
10.367
1.4434
Shroom3
Day_6
Day_6_JQ1
10.367
5.75741
−0.8485


Fam114a1
Day_1
Day_6
OK
11.6447
53.5642
2.2016
Fam114a1
Day_6
Day_6_JQ1
53.5642
29.7898
−0.8465


Lpp
Day_1
Day_6
OK
16.9227
44.7173
1.40187
Lpp
Day_6
Day_6_JQ1
44.7173
24.9042
−0.8444


Gpx8
Day_1
Day_6
OK
52.5363
198.065
1.91459
Gpx8
Day_6
Day_6_JQ1
198.065
110.547
−0.8413


Ckap4
Day_1
Day_6
OK
51.401
263.99
2.36062
Ckap4
Day_6
Day_6_JQ1
263.99
147.656
−0.8382


Rftn1
Day_1
Day_6
OK
16.0428
36.8013
1.19784
Rftn1
Day_6
Day_6_JQ1
36.8013
20.5933
−0.8376


Ndn
Day_1
Day_6
OK
14.1983
59.3502
2.06353
Ndn
Day_6
Day_6_JQ1
59.3502
33.2623
−0.8354


Rhoq
Day_1
Day_6
OK
20.5798
64.9006
1.657
Rhoq
Day_6
Day_6_JQ1
64.9006
36.4737
−0.8314


Zranb3
Day_1
Day_6
OK
1.10734
4.63291
2.06481
Zranb3
Day_6
Day_6_JQ1
4.63291
2.60803
−0.829


Cdc42bpa
Day_1
Day_6
OK
14.0755
29.3325
1.05932
Cdc42bpa
Day_6
Day_6_JQ1
29.3325
16.5997
−0.8213


Fhl2
Day_1
Day_6
OK
15.6516
70.995
2.18141
Fhl2
Day_6
Day_6_JQ1
70.995
40.1985
−0.8206


Pcolce
Day_1
Day_6
OK
9.25823
182.278
4.29926
Pcolce
Day_6
Day_6_JQ1
182.278
103.689
−0.8139


Kif1a
Day_1
Day_6
OK
0.36072
11.5345
4.99894
Kif1a
Day_6
Day_6_JQ1
11.5345
6.56999
−0.812


Serping1
Day_1
Day_6
OK
58.4117
210.044
1.84636
Serping1
Day_6
Day_6_JQ1
210.044
119.681
−0.8115


Pkig
Day_1
Day_6
OK
32.3964
73.1928
1.17587
Pkig
Day_6
Day_6_JQ1
73.1928
41.8645
−0.806


Ogdhl
Day_1
Day_6
OK
0.97396
8.25111
3.08266
Ogdhl
Day_6
Day_6_JQ1
8.25111
4.72569
−0.8041


Col5a1
Day_1
Day_6
OK
14.676
185.302
3.65835
Col5a1
Day_6
Day_6_JQ1
185.302
106.143
−0.8039


Mpp2
Day_1
Day_6
OK
1.11266
8.09833
2.86361
Mpp2
Day_6
Day_6_JQ1
8.09833
4.63887
−0.8039


Atp8b2
Day_1
Day_6
OK
12.9888
33.9847
1.38761
Atp8b2
Day_6
Day_6_JQ1
33.9847
19.4721
−0.8035


Adora2b
Day_1
Day_6
OK
9.93474
22.4847
1.17839
Adora2b
Day_6
Day_6_JQ1
22.4847
12.9207
−0.7993


Gria3
Day_1
Day_6
OK
0.21903
8.31167
5.24595
Gria3
Day_6
Day_6_JQ1
8.31167
4.78031
−0.798


Mboat7
Day_1
Day_6
OK
20.2091
49.7606
1.3
Mboat7
Day_6
Day_6_JQ1
49.7606
28.6438
−0.7968


Cpe
Day_1
Day_6
OK
24.5792
95.1186
1.95229
Cpe
Day_6
Day_6_JQ1
95.1186
54.9734
−0.791


9030617O03Rik
Day_1
Day_6
OK
5.78774
15.9871
1.46584
9030617O03Rik
Day_6
Day_6_JQ1
15.9871
9.24851
−0.7896


Cpz
Day_1
Day_6
OK
0.61816
8.368
3.75882
Cpz
Day_6
Day_6_JQ1
8.368
4.84264
−0.7891


Nradd
Day_1
Day_6
OK
8.12753
26.7197
1.71702
Nradd
Day_6
Day_6_JQ1
26.7197
15.4656
−0.7888


Col8a1
Day_1
Day_6
OK
1.89849
120.141
5.98374
Col8a1
Day_6
Day_6_JQ1
120.141
69.7251
−0.785


Lrrn4
Day_1
Day_6
OK
2.95918
20.1313
2.76617
Lrrn4
Day_6
Day_6_JQ1
20.1313
11.7356
−0.7786


Pdia5
Day_1
Day_6
OK
9.9452
35.5037
1.8359
Pdia5
Day_6
Day_6_JQ1
35.5037
20.7466
−0.7751


Igfbp3
Day_1
Day_6
OK
48.6506
824.196
4.08246
Igfbp3
Day_6
Day_6_JQ1
824.196
483.66
−0.769


Tpm2
Day_1
Day_6
OK
10.7459
195.392
4.18452
Tpm2
Day_6
Day_6_JQ1
195.392
114.662
−0.769


Chst14
Day_1
Day_6
OK
15.3299
32.1154
1.06692
Chst14
Day_6
Day_6_JQ1
32.1154
18.8651
−0.7675


Ak3
Day_1
Day_6
OK
17.6426
47.2653
1.42172
Ak3
Day_6
Day_6_JQ1
47.2653
27.7827
−0.7666


Tmem9
Day_1
Day_6
OK
10.8063
34.7986
1.68715
Tmem9
Day_6
Day_6_JQ1
34.7986
20.5522
−0.7597


Fzd2
Day_1
Day_6
OK
0.38216
27.8682
6.1883
Fzd2
Day_6
Day_6_JQ1
27.8682
16.4688
−0.7589


Pgm2
Day_1
Day_6
OK
24.9
62.1789
1.32028
Pgm2
Day_6
Day_6_JQ1
62.1789
36.9612
−0.7504


Cav1
Day_1
Day_6
OK
12.689
29.4129
1.21287
Cav1
Day_6
Day_6_JQ1
29.4129
17.5128
−0.748


Snurf
Day_1
Day_6
OK
2.28542
11.2505
2.29946
Snurf
Day_6
Day_6_JQ1
11.2505
6.70769
−0.7461


Ptgfrn
Day_1
Day_6
OK
9.0478
40.4837
2.1617
Ptgfrn
Day_6
Day_6_JQ1
40.4837
24.2749
−0.7379


Ass1
Day_1
Day_6
OK
8.59192
68.6003
2.99716
Ass1
Day_6
Day_6_JQ1
68.6003
41.1545
−0.7372


Praf2
Day_1
Day_6
OK
39.4096
84.7571
1.10479
Praf2
Day_6
Day_6_JQ1
84.7571
50.8557
−0.7369


Dst
Day_1
Day_6
OK
10.5552
28.2022
1.41786
Dst
Day_6
Day_6_JQ1
28.2022
16.9506
−0.7345


Isoc2b
Day_1
Day_6
OK
1.44931
6.75202
2.21995
Isoc2b
Day_6
Day_6_JQ1
6.75202
4.05902
−0.7342


Flnc
Day_1
Day_6
OK
2.55444
40.2597
3.97826
Flnc
Day_6
Day_6_JQ1
40.2597
24.3492
−0.7255


Evc2
Day_1
Day_6
OK
5.1578
12.1294
1.23368
Evc2
Day_6
Day_6_JQ1
12.1294
7.33697
−0.7253


Pde4dip
Day_1
Day_6
OK
12.2212
24.5957
1.00902
Pde4dip
Day_6
Day_6_JQ1
24.5957
14.9114
−0.722


AI597468
Day_1
Day_6
OK
8.51985
32.9859
1.95295
AI597468
Day_6
Day_6_JQ1
32.9859
20.0206
−0.7204


Cygb
Day_1
Day_6
OK
12.0769
85.3948
2.82189
Cygb
Day_6
Day_6_JQ1
85.3948
51.8956
−0.7185


Pgcp
Day_1
Day_6
OK
5.16972
33.7973
2.70875
Pgcp
Day_6
Day_6_JQ1
33.7973
20.5624
−0.7169


Dcaf12l1
Day_1
Day_6
OK
0.33377
5.67289
4.08714
Dcaf12l1
Day_6
Day_6_JQ1
5.67289
3.45623
−0.7149


Nudt18
Day_1
Day_6
OK
3.39992
10.6469
1.64687
Nudt18
Day_6
Day_6_JQ1
10.6469
6.50093
−0.7117


Fam115c
Day_1
Day_6
OK
2.43033
7.53152
1.63179
Fam115c
Day_6
Day_6_JQ1
7.53152
4.61053
−0.708


Rasl11a
Day_1
Day_6
OK
9.01536
111.081
3.62309
Rasl11a
Day_6
Day_6_JQ1
111.081
68.0496
−0.707


Dlg4
Day_1
Day_6
OK
5.89503
14.8274
1.33069
Dlg4
Day_6
Day_6_JQ1
14.8274
9.10081
−0.7042


Fgf18
Day_1
Day_6
OK
1.05033
17.0736
4.02285
Fgf18
Day_6
Day_6_JQ1
17.0736
10.4873
−0.7031


Mmgt2
Day_1
Day_6
OK
7.02204
16.9398
1.27045
Mmgt2
Day_6
Day_6_JQ1
16.9398
10.425
−0.7004


Csrp1
Day_1
Day_6
OK
164.676
478.807
1.53981
Csrp1
Day_6
Day_6_JQ1
478.807
294.801
−0.6997


Scd1
Day_1
Day_6
OK
12.2292
37.8217
1.62889
Scd1
Day_6
Day_6_JQ1
37.8217
23.3211
−0.6976


Rasl11b
Day_1
Day_6
OK
1.8916
44.1692
4.54536
Rasl11b
Day_6
Day_6_JQ1
44.1692
27.3606
−0.6909


Npr2
Day_1
Day_6
OK
4.09305
16.4152
2.00378
Npr2
Day_6
Day_6_JQ1
16.4152
10.1828
−0.6889


Gabra3
Day_1
Day_6
OK
1.87806
23.8369
3.66588
Gabra3
Day_6
Day_6_JQ1
23.8369
14.8418
−0.6835


Aga
Day_1
Day_6
OK
18.206
67.3834
1.88798
Aga
Day_6
Day_6_JQ1
67.3834
42.0303
−0.681


Adam12
Day_1
Day_6
OK
6.15715
35.4191
2.5242
Adam12
Day_6
Day_6_JQ1
35.4191
22.1402
−0.6779


Ppp2r5b
Day_1
Day_6
OK
12.2241
24.914
1.02723
Ppp2r5b
Day_6
Day_6_JQ1
24.914
15.5804
−0.6772


Dnajb4
Day_1
Day_6
OK
33.9307
70.8231
1.06163
Dnajb4
Day_6
Day_6_JQ1
70.8231
44.3814
−0.6743


C1qtnf6
Day_1
Day_6
OK
14.7405
93.4598
2.66456
C1qtnf6
Day_6
Day_6_JQ1
93.4598
58.5752
−0.6741


Btg2
Day_1
Day_6
OK
19.899
61.6259
1.63084
Btg2
Day_6
Day_6_JQ1
61.6259
38.7075
−0.6709


Nuak1
Day_1
Day_6
OK
4.24632
20.0655
2.24043
Nuak1
Day_6
Day_6_JQ1
20.0655
12.6565
−0.6648


Mmp2
Day_1
Day_6
OK
16.8598
116.377
2.78715
Mmp2
Day_6
Day_6_JQ1
116.377
73.6315
−0.6604


Grhpr
Day_1
Day_6
OK
7.60535
21.8483
1.52244
Grhpr
Day_6
Day_6_JQ1
21.8483
13.8722
−0.6553


Col6a1
Day_1
Day_6
OK
11.0949
74.6784
2.75079
Col6a1
Day_6
Day_6_JQ1
74.6784
47.4496
−0.6543


Steap2
Day_1
Day_6
OK
11.7631
27.4067
1.22026
Steap2
Day_6
Day_6_JQ1
27.4067
17.4478
−0.6515


Ufsp2
Day_1
Day_6
OK
15.2292
33.4708
1.13606
Ufsp2
Day_6
Day_6_JQ1
33.4708
21.3133
−0.6512


C1qtnf1
Day_1
Day_6
OK
13.3548
29.9333
1.16439
C1qtnf1
Day_6
Day_6_JQ1
29.9333
19.1118
−0.6473


Ccdc109b
Day_1
Day_6
OK
4.49649
14.3985
1.67905
Ccdc109b
Day_6
Day_6_JQ1
14.3985
9.23248
−0.6411


Lars2
Day_1
Day_6
OK
9.54309
19.6633
1.04298
Lars2
Day_6
Day_6_JQ1
19.6633
12.6226
−0.6395


Cyp51
Day_1
Day_6
OK
8.86094
20.9057
1.23836
Cyp51
Day_6
Day_6_JQ1
20.9057
13.4382
−0.6376


Lrig3
Day_1
Day_6
OK
2.55847
6.54864
1.35591
Lrig3
Day_6
Day_6_JQ1
6.54864
4.21785
−0.6347


Zfp651
Day_1
Day_6
OK
1.17488
8.70948
2.89007
Zfp651
Day_6
Day_6_JQ1
8.70948
5.6272
−0.6302


Reep5
Day_1
Day_6
OK
33.4079
65.9211
0.98055
Reep5
Day_6
Day_6_JQ1
65.9211
42.7167
−0.6259


Fam149a
Day_1
Day_6
OK
2.88227
6.85652
1.25027
Fam149a
Day_6
Day_6_JQ1
6.85652
4.45213
−0.623


Ypel5
Day_1
Day_6
OK
19.9197
52.56
1.39977
Ypel5
Day_6
Day_6_JQ1
52.56
34.2738
−0.6169


Samd4
Day_1
Day_6
OK
10.9712
23.3172
1.08767
Samd4
Day_6
Day_6_JQ1
23.3172
15.2321
−0.6143


Efemp2
Day_1
Day_6
OK
38.2828
259.832
2.76281
Efemp2
Day_6
Day_6_JQ1
259.832
169.818
−0.6136


Anxa6
Day_1
Day_6
OK
71.4672
186.357
1.38271
Anxa6
Day_6
Day_6_JQ1
186.357
122.139
−0.6095


Il1rap
Day_1
Day_6
OK
9.60564
31.4831
1.71262
Il1rap
Day_6
Day_6_JQ1
31.4831
20.7058
−0.6045


6330406I15Rik
Day_1
Day_6
OK
4.85402
46.2832
3.25324
6330406I15Rik
Day_6
Day_6_JQ1
46.2832
30.5279
−0.6004


Epdr1
Day_1
Day_6
OK
2.14348
11.0552
2.36669
Epdr1
Day_6
Day_6_JQ1
11.0552
7.33627
−0.5916


Maged2
Day_1
Day_6
OK
44.253
91.2266
1.04368
Maged2
Day_6
Day_6_JQ1
91.2266
60.8426
−0.5844


Paqr8
Day_1
Day_6
OK
3.81619
11.1195
1.54289
Paqr8
Day_6
Day_6_JQ1
11.1195
7.42445
−0.5827


Zmat3
Day_1
Day_6
OK
11.5787
27.2408
1.23429
Zmat3
Day_6
Day_6_JQ1
27.2408
18.2014
−0.5817


Ptger3
Day_1
Day_6
OK
0.93314
9.0659
3.28028
Ptger3
Day_6
Day_6_JQ1
9.0659
6.06417
−0.5801


Lama2
Day_1
Day_6
OK
0.2719
13.845
5.67015
Lama2
Day_6
Day_6_JQ1
13.845
9.26282
−0.5798


Mlec
Day_1
Day_6
OK
29.2922
137.144
2.2271
Mlec
Day_6
Day_6_JQ1
137.144
92.0676
−0.5749


Eda2r
Day_1
Day_6
OK
16.7524
34.2319
1.03097
Eda2r
Day_6
Day_6_JQ1
34.2319
23.0105
−0.5731


Slc24a3
Day_1
Day_6
OK
0.57811
4.60078
2.99246
Slc24a3
Day_6
Day_6_JQ1
4.60078
3.11126
−0.5644


Fam189b
Day_1
Day_6
OK
1.53073
10.9765
2.84212
Fam189b
Day_6
Day_6_JQ1
10.9765
7.43119
−0.5628


Psd3
Day_1
Day_6
OK
2.34709
8.23777
1.81138
Psd3
Day_6
Day_6_JQ1
8.23777
5.57858
−0.5624


Ccdc104
Day_1
Day_6
OK
11.0369
29.0477
1.39609
Ccdc104
Day_6
Day_6_JQ1
29.0477
19.7014
−0.5601


Ttc19
Day_1
Day_6
OK
7.19358
16.1487
1.16663
Ttc19
Day_6
Day_6_JQ1
16.1487
10.9985
−0.5541


Tmem176a
Day_1
Day_6
OK
33.8485
200.304
2.56503
Tmem176a
Day_6
Day_6_JQ1
200.304
136.733
−0.5508


Ptk2b
Day_1
Day_6
OK
7.68773
25.1016
1.70715
Ptk2b
Day_6
Day_6_JQ1
25.1016
17.1497
−0.5496


Prnp
Day_1
Day_6
OK
42.1317
297.574
2.82027
Prnp
Day_6
Day_6_JQ1
297.574
204.182
−0.5434


Slc7a6
Day_1
Day_6
OK
14.5017
29.5582
1.02734
Slc7a6
Day_6
Day_6_JQ1
29.5582
20.2814
−0.5434


Igsf8
Day_1
Day_6
OK
21.8083
64.9591
1.57465
Igsf8
Day_6
Day_6_JQ1
64.9591
44.7273
−0.5384


Inpp5a
Day_1
Day_6
OK
22.8022
48.444
1.08714
Inpp5a
Day_6
Day_6_JQ1
48.444
33.3765
−0.5375


Sepw1
Day_1
Day_6
OK
57.6685
138.168
1.26057
Sepw1
Day_6
Day_6_JQ1
138.168
95.2318
−0.5369


Qsox1
Day_1
Day_6
OK
50.1162
132.76
1.40547
Qsox1
Day_6
Day_6_JQ1
132.76
91.7197
−0.5335


Arhgef10
Day_1
Day_6
OK
3.22378
8.62791
1.42026
Arhgef10
Day_6
Day_6_JQ1
8.62791
5.98746
−0.5271


Tmem38a
Day_1
Day_6
OK
3.37058
14.2445
2.07933
Tmem38a
Day_6
Day_6_JQ1
14.2445
9.93403
−0.52


Chst12
Day_1
Day_6
OK
10.3748
63.2077
2.60702
Chst12
Day_6
Day_6_JQ1
63.2077
44.2429
−0.5147


Ror1
Day_1
Day_6
OK
0.70862
8.75807
3.62753
Ror1
Day_6
Day_6_JQ1
8.75807
6.1328
−0.5141


Runx2
Day_1
Day_6
OK
1.35528
5.34228
1.97887
Runx2
Day_6
Day_6_JQ1
5.34228
3.74129
−0.5139


Leprel1
Day_1
Day_6
OK
2.21261
6.90255
1.64138
Leprel1
Day_6
Day_6_JQ1
6.90255
4.83998
−0.5121


Kank1
Day_1
Day_6
OK
6.13079
22.6011
1.88225
Kank1
Day_6
Day_6_JQ1
22.6011
15.8777
−0.5094


Ccbe1
Day_1
Day_6
OK
11.362
37.2914
1.71463
Ccbe1
Day_6
Day_6_JQ1
37.2914
26.2027
−0.5091


Whrn
Day_1
Day_6
OK
1.74993
7.09694
2.0199
Whrn
Day_6
Day_6_JQ1
7.09694
4.99295
−0.5073


Man2b2
Day_1
Day_6
OK
18.1191
38.3648
1.08227
Man2b2
Day_6
Day_6_JQ1
38.3648
26.9926
−0.5072


Ccnd2
Day_1
Day_6
OK
44.5804
203.751
2.19233
Ccnd2
Day_6
Day_6_JQ1
203.751
143.49
−0.5059


Extl3
Day_1
Day_6
OK
20.832
50.5513
1.27895
Extl3
Day_6
Day_6_JQ1
50.5513
35.6167
−0.5052


Boc
Day_1
Day_6
OK
2.21053
20.1023
3.1849
Boc
Day_6
Day_6_JQ1
20.1023
14.1708
−0.5044


Gm14420
Day_1
Day_6
OK
9.50633
19.4871
1.03555
Gm14420
Day_6
Day_6_JQ1
19.4871
13.7546
−0.5026


Sfrp1
Day_1
Day_6
OK
0.69921
47.0461
6.07221
Sfrp1
Day_6
Day_6_JQ1
47.0461
33.2277
−0.5017


Prrc1
Day_1
Day_6
OK
11.6753
28.1642
1.27041
Prrc1
Day_6
Day_6_JQ1
28.1642
19.9334
−0.4987


Prdx2
Day_1
Day_6
OK
114.011
236.922
1.05523
Prdx2
Day_6
Day_6_JQ1
236.922
167.804
−0.4976


P4ha1
Day_1
Day_6
OK
35.9648
170.271
2.24318
P4ha1
Day_6
Day_6_JQ1
170.271
120.896
−0.4941


Fbxw9
Day_1
Day_6
OK
8.52034
20.0939
1.23778
Fbxw9
Day_6
Day_6_JQ1
20.0939
14.3107
−0.4897


Sat2
Day_1
Day_6
OK
1.0606
7.36815
2.79642
Sat2
Day_6
Day_6_JQ1
7.36815
5.26042
−0.4861


Tubb2b
Day_1
Day_6
OK
3.81711
26.3717
2.78843
Tubb2b
Day_6
Day_6_JQ1
26.3717
18.8633
−0.4834


Plscr4
Day_1
Day_6
OK
4.1982
11.4122
1.44274
Plscr4
Day_6
Day_6_JQ1
11.4122
8.1813
−0.4802


Tpm1
Day_1
Day_6
OK
433.11
2009.87
2.21429
Tpm1
Day_6
Day_6_JQ1
2009.87
1441.58
−0.4794


Dzip1l
Day_1
Day_6
OK
3.20928
15.091
2.23336
Dzip1l
Day_6
Day_6_JQ1
15.091
10.8578
−0.475


Fam110c
Day_1
Day_6
OK
2.6577
18.6224
2.80879
Fam110c
Day_6
Day_6_JQ1
18.6224
13.4372
−0.4708


Arl5a
Day_1
Day_6
OK
20.8911
51.9075
1.31306
Arl5a
Day_6
Day_6_JQ1
51.9075
37.4802
−0.4698


Fkbp7
Day_1
Day_6
OK
8.37738
55.5496
2.72921
Fkbp7
Day_6
Day_6_JQ1
55.5496
40.2493
−0.4648


Tm7sf3
Day_1
Day_6
OK
11.2316
24.6658
1.13495
Tm7sf3
Day_6
Day_6_JQ1
24.6658
17.8846
−0.4638


Lgals1
Day_1
Day_6
OK
303.437
2017.95
2.73342
Lgals1
Day_6
Day_6_JQ1
2017.95
1464.5
−0.4625


Myo1d
Day_1
Day_6
OK
13.6087
30.9567
1.18572
Myo1d
Day_6
Day_6_JQ1
30.9567
22.5024
−0.4602


Mylk
Day_1
Day_6
OK
18.0269
85.2267
2.24116
Mylk
Day_6
Day_6_JQ1
85.2267
62.0714
−0.4574


Col4a5
Day_1
Day_6
OK
0.32814
49.5103
7.23727
Col4a5
Day_6
Day_6_JQ1
49.5103
36.069
−0.457


Stk39
Day_1
Day_6
OK
8.49219
23.3251
1.45767
Stk39
Day_6
Day_6_JQ1
23.3251
17.0092
−0.4556


Lclat1
Day_1
Day_6
OK
8.76769
28.3218
1.69165
Lclat1
Day_6
Day_6_JQ1
28.3218
20.6695
−0.4544


Pla2g15
Day_1
Day_6
OK
13.7039
33.1654
1.2751
Pla2g15
Day_6
Day_6_JQ1
33.1654
24.3031
−0.4485


Zyx
Day_1
Day_6
OK
91.5579
252.291
1.46233
Zyx
Day_6
Day_6_JQ1
252.291
185.005
−0.4475


Snx30
Day_1
Day_6
OK
5.84014
17.8788
1.61418
Snx30
Day_6
Day_6_JQ1
17.8788
13.1255
−0.4459


Slit3
Day_1
Day_6
OK
0.66385
53.5246
6.3332
Slit3
Day_6
Day_6_JQ1
53.5246
39.3977
−0.4421


Pppde2
Day_1
Day_6
OK
13.242
27.8192
1.07096
Pppde2
Day_6
Day_6_JQ1
27.8192
20.4808
−0.4418


Ccng1
Day_1
Day_6
OK
54.3723
221.671
2.02748
Ccng1
Day_6
Day_6_JQ1
221.671
163.356
−0.4404


Gpc4
Day_1
Day_6
OK
20.283
127.853
2.65615
Gpc4
Day_6
Day_6_JQ1
127.853
94.2819
−0.4394


Mpzl1
Day_1
Day_6
OK
54.4981
119.398
1.1315
Mpzl1
Day_6
Day_6_JQ1
119.398
88.2456
−0.4362


B4galt2
Day_1
Day_6
OK
8.94465
20.5014
1.19663
B4galt2
Day_6
Day_6_JQ1
20.5014
15.1944
−0.4322


Ikbip
Day_1
Day_6
OK
16.5246
92.222
2.48049
Ikbip
Day_6
Day_6_JQ1
92.222
68.3911
−0.4313


Prickle1
Day_1
Day_6
OK
3.46818
19.1964
2.46858
Prickle1
Day_6
Day_6_JQ1
19.1964
14.268
−0.428


Sulf1
Day_1
Day_6
OK
1.78992
72.367
5.33736
Sulf1
Day_6
Day_6_JQ1
72.367
53.8118
−0.4274


Pmp22
Day_1
Day_6
OK
19.4383
115.54
2.57141
Pmp22
Day_6
Day_6_JQ1
115.54
85.9788
−0.4263


Plekhg3
Day_1
Day_6
OK
9.30938
24.416
1.39107
Plekhg3
Day_6
Day_6_JQ1
24.416
18.1798
−0.4255


Jub
Day_1
Day_6
OK
12.0748
31.5215
1.38433
Jub
Day_6
Day_6_JQ1
31.5215
23.4821
−0.4248


Snai1
Day_1
Day_6
OK
19.1001
47.6351
1.31844
Snai1
Day_6
Day_6_JQ1
47.6351
35.4904
−0.4246


Tead3
Day_1
Day_6
OK
3.8944
26.2136
2.75084
Tead3
Day_6
Day_6_JQ1
26.2136
19.5802
−0.4209


Sepx1
Day_1
Day_6
OK
45.8203
124.306
1.43983
Sepx1
Day_6
Day_6_JQ1
124.306
93.1036
−0.417


Skp2
Day_1
Day_6
OK
2.38322
6.65052
1.48055
Skp2
Day_6
Day_6_JQ1
6.65052
4.99666
−0.4125


Dhrs1
Day_1
Day_6
OK
17.041
39.9393
1.2288
Dhrs1
Day_6
Day_6_JQ1
39.9393
30.0462
−0.4106


Wee1
Day_1
Day_6
OK
3.13386
10.6298
1.7621
Wee1
Day_6
Day_6_JQ1
10.6298
8.03107
−0.4044


Selm
Day_1
Day_6
OK
12.9543
106.477
3.03904
Selm
Day_6
Day_6_JQ1
106.477
80.5867
−0.4019


Cxx1c
Day_1
Day_6
OK
5.25969
17.8552
1.76329
Cxx1c
Day_6
Day_6_JQ1
17.8552
13.5431
−0.3988


Trnp1
Day_1
Day_6
OK
0.62651
17.8785
4.83475
Trnp1
Day_6
Day_6_JQ1
17.8785
13.5695
−0.3979


Arhgef25
Day_1
Day_6
OK
4.27284
34.2187
3.00152
Arhgef25
Day_6
Day_6_JQ1
34.2187
25.9937
−0.3966


Hspb1
Day_1
Day_6
OK
29.0798
136.989
2.23597
Hspb1
Day_6
Day_6_JQ1
136.989
104.396
−0.392


Trf
Day_1
Day_6
OK
38.8043
96.3728
1.31241
Trf
Day_6
Day_6_JQ1
96.3728
73.4499
−0.3919


Wnt9a
Day_1
Day_6
OK
0.73548
10.0572
3.77339
Wnt9a
Day_6
Day_6_JQ1
10.0572
7.67099
−0.3907


Leprel2
Day_1
Day_6
OK
11.4425
41.7163
1.8662
Leprel2
Day_6
Day_6_JQ1
41.7163
31.892
−0.3874


Rhobtb3
Day_1
Day_6
OK
3.08153
17.8477
2.53402
Rhobtb3
Day_6
Day_6_JQ1
17.8477
13.6471
−0.3871


Pon3
Day_1
Day_6
OK
8.85769
25.541
1.52781
Pon3
Day_6
Day_6_JQ1
25.541
19.5497
−0.3857


Gpr180
Day_1
Day_6
OK
7.25687
19.5037
1.42633
Gpr180
Day_6
Day_6_JQ1
19.5037
14.9448
−0.3841


Phldb2
Day_1
Day_6
OK
52.6953
194.592
1.88471
Phldb2
Day_6
Day_6_JQ1
194.592
149.373
−0.3815


Apbb1ip
Day_1
Day_6
OK
6.60214
24.1309
1.86988
Apbb1ip
Day_6
Day_6_JQ1
24.1309
18.5518
−0.3793


Celf2
Day_1
Day_6
OK
5.56333
14.497
1.38173
Celf2
Day_6
Day_6_JQ1
14.497
11.1573
−0.3778


Rprd1a
Day_1
Day_6
OK
3.00748
9.24257
1.61974
Rprd1a
Day_6
Day_6_JQ1
9.24257
7.11815
−0.3768


Phlda3
Day_1
Day_6
OK
72.1029
171.697
1.25174
Phlda3
Day_6
Day_6_JQ1
171.697
132.249
−0.3766


Tlcd2
Day_1
Day_6
OK
2.51994
9.99628
1.988
Tlcd2
Day_6
Day_6_JQ1
9.99628
7.71719
−0.3733


Kazald1
Day_1
Day_6
OK
0.3637
5.83154
4.00307
Kazald1
Day_6
Day_6_JQ1
5.83154
4.52184
−0.367


Unc119
Day_1
Day_6
OK
6.2424
19.7412
1.66104
Unc119
Day_6
Day_6_JQ1
19.7412
15.3231
−0.3655


Slc35a2
Day_1
Day_6
OK
14.3641
29.7477
1.05031
Slc35a2
Day_6
Day_6_JQ1
29.7477
23.1121
−0.3641


Loxl1
Day_1
Day_6
OK
5.75125
100.404
4.1258
Loxl1
Day_6
Day_6_JQ1
100.404
78.0679
−0.363


Cnrip1
Day_1
Day_6
OK
7.83535
19.4611
1.31252
Cnrip1
Day_6
Day_6_JQ1
19.4611
15.1406
−0.3622


Klhl26
Day_1
Day_6
OK
8.85583
32.8741
1.89225
Klhl26
Day_6
Day_6_JQ1
32.8741
25.6223
−0.3596


Rab3d
Day_1
Day_6
OK
2.8875
11.5153
1.99566
Rab3d
Day_6
Day_6_JQ1
11.5153
8.98978
−0.3572


Numbl
Day_1
Day_6
OK
10.1493
28.7535
1.50236
Numbl
Day_6
Day_6_JQ1
28.7535
22.4916
−0.3544


Loxl2
Day_1
Day_6
OK
56.0395
853.575
3.929
Loxl2
Day_6
Day_6_JQ1
853.575
668.398
−0.3528


Dnpep
Day_1
Day_6
OK
24.0294
52.3474
1.12332
Dnpep
Day_6
Day_6_JQ1
52.3474
41.0591
−0.3504


Csrp2
Day_1
Day_6
OK
56.5385
174.574
1.62654
Csrp2
Day_6
Day_6_JQ1
174.574
137.115
−0.3485


Ryk
Day_1
Day_6
OK
30.8186
70.3751
1.19126
Ryk
Day_6
Day_6_JQ1
70.3751
55.3732
−0.3459


Serpinh1
Day_1
Day_6
OK
366.754
1503.65
2.03558
Serpinh1
Day_6
Day_6_JQ1
1503.65
1190.39
−0.337


Cul7
Day_1
Day_6
OK
8.9693
24.0995
1.42594
Cul7
Day_6
Day_6_JQ1
24.0995
19.1665
−0.3304


Dynlrb1
Day_1
Day_6
OK
97.9371
204.187
1.05996
Dynlrb1
Day_6
Day_6_JQ1
204.187
162.462
−0.3298


Snta1
Day_1
Day_6
OK
5.27672
31.6861
2.58614
Snta1
Day_6
Day_6_JQ1
31.6861
25.2902
−0.3253


Kif21b
Day_1
Day_6
OK
3.18346
10.1954
1.67926
Kif21b
Day_6
Day_6_JQ1
10.1954
8.14503
−0.3239


Kdm5b
Day_1
Day_6
OK
10.9542
21.6857
0.98526
Kdm5b
Day_6
Day_6_JQ1
21.6857
17.3352
−0.323


Rnft1
Day_1
Day_6
OK
10.7549
22.2204
1.04689
Rnft1
Day_6
Day_6_JQ1
22.2204
17.8003
−0.32


Ptplad2
Day_1
Day_6
OK
1.30319
10.1093
2.95556
Ptplad2
Day_6
Day_6_JQ1
10.1093
8.10647
−0.3185


Lepre1
Day_1
Day_6
OK
16.4769
76.52
2.21539
Lepre1
Day_6
Day_6_JQ1
76.52
61.4792
−0.3157


Tubb4
Day_1
Day_6
OK
1.67932
15.0361
3.16248
Tubb4
Day_6
Day_6_JQ1
15.0361
12.0841
−0.3153


Mageh1
Day_1
Day_6
OK
12.4048
28.3847
1.19421
Mageh1
Day_6
Day_6_JQ1
28.3847
22.8542
−0.3127


Ext1
Day_1
Day_6
OK
46.0682
99.6865
1.11363
Ext1
Day_6
Day_6_JQ1
99.6865
80.2965
−0.3121


Gmpr
Day_1
Day_6
OK
1.77651
9.9335
2.48325
Gmpr
Day_6
Day_6_JQ1
9.9335
8.02637
−0.3076


Pmm1
Day_1
Day_6
OK
24.4142
67.9028
1.47575
Pmm1
Day_6
Day_6_JQ1
67.9028
54.8681
−0.3075


Pvrl2
Day_1
Day_6
OK
41.2626
101.202
1.29433
Pvrl2
Day_6
Day_6_JQ1
101.202
81.9103
−0.3051


Slc44a2
Day_1
Day_6
OK
22.266
73.2362
1.71771
Slc44a2
Day_6
Day_6_JQ1
73.2362
59.6308
−0.2965


Hspg2
Day_1
Day_6
OK
36.301
129.016
1.82946
Hspg2
Day_6
Day_6_JQ1
129.016
105.328
−0.2927


Tmem119
Day_1
Day_6
OK
0.42055
47.2545
6.81204
Tmem119
Day_6
Day_6_JQ1
47.2545
38.7358
−0.2868


Arsb
Day_1
Day_6
OK
4.28362
20.4163
2.25282
Arsb
Day_6
Day_6_JQ1
20.4163
16.7663
−0.2842


Chsy3
Day_1
Day_6
OK
1.13591
5.06223
2.15593
Chsy3
Day_6
Day_6_JQ1
5.06223
4.1726
−0.2788


Myl6
Day_1
Day_6
OK
285.402
643.656
1.17329
Myl6
Day_6
Day_6_JQ1
643.656
531.936
−0.275


Ube2c
Day_1
Day_6
OK
0.51889
37.0286
6.15708
Ube2c
Day_6
Day_6_JQ1
37.0286
30.6226
−0.274


Nid2
Day_1
Day_6
OK
3.4608
157.278
5.50607
Nid2
Day_6
Day_6_JQ1
157.278
130.153
−0.2731


Frzb
Day_1
Day_6
OK
23.4761
174.416
2.89327
Frzb
Day_6
Day_6_JQ1
174.416
144.416
−0.2723


Hoxb2
Day_1
Day_6
OK
11.8855
40.6056
1.77248
Hoxb2
Day_6
Day_6_JQ1
40.6056
33.6747
−0.27


Chpf
Day_1
Day_6
OK
28.5346
61.536
1.10872
Chpf
Day_6
Day_6_JQ1
61.536
51.0364
−0.2699


D4Bwg0951e
Day_1
Day_6
OK
8.80885
36.3191
2.0437
D4Bwg0951e
Day_6
Day_6_JQ1
36.3191
30.19
−0.2667


Wfs1
Day_1
Day_6
OK
13.8056
27.591
0.99894
Wfs1
Day_6
Day_6_JQ1
27.591
22.9762
−0.2641


Gm2a
Day_1
Day_6
OK
9.1895
26.8765
1.54828
Gm2a
Day_6
Day_6_JQ1
26.8765
22.5206
−0.2551


Enpp5
Day_1
Day_6
OK
10.1414
30.4943
1.58828
Enpp5
Day_6
Day_6_JQ1
30.4943
25.6268
−0.2509


Fam20a
Day_1
Day_6
OK
4.94325
13.301
1.428
Fam20a
Day_6
Day_6_JQ1
13.301
11.2001
−0.248


S100a1
Day_1
Day_6
OK
29.6451
83.4459
1.49305
S100a1
Day_6
Day_6_JQ1
83.4459
70.3658
−0.246


Setd7
Day_1
Day_6
OK
13.3383
38.7467
1.5385
Setd7
Day_6
Day_6_JQ1
38.7467
32.7601
−0.2421


Rab34
Day_1
Day_6
OK
24.5114
65.2073
1.41158
Rab34
Day_6
Day_6_JQ1
65.2073
55.2701
−0.2385


Copz2
Day_1
Day_6
OK
6.0688
55.4477
3.19165
Copz2
Day_6
Day_6_JQ1
55.4477
47.0355
−0.2374


Myof
Day_1
Day_6
OK
23.3658
49.6115
1.08627
Myof
Day_6
Day_6_JQ1
49.6115
42.2087
−0.2331


Polr3k
Day_1
Day_6
OK
12.5938
26.8584
1.09266
Polr3k
Day_6
Day_6_JQ1
26.8584
22.8928
−0.2305


Apbb1
Day_1
Day_6
OK
1.37506
8.5134
2.63024
Apbb1
Day_6
Day_6_JQ1
8.5134
7.27324
−0.2271


Myh10
Day_1
Day_6
OK
4.04707
40.2732
3.31487
Myh10
Day_6
Day_6_JQ1
40.2732
34.498
−0.2233


Txndc5
Day_1
Day_6
OK
98.7357
227.24
1.20257
Txndc5
Day_6
Day_6_JQ1
227.24
194.663
−0.2232


Ttc13
Day_1
Day_6
OK
9.71841
23.4296
1.26954
Ttc13
Day_6
Day_6_JQ1
23.4296
20.1057
−0.2207


Tspan6
Day_1
Day_6
OK
7.06913
24.7264
1.80645
Tspan6
Day_6
Day_6_JQ1
24.7264
21.2613
−0.2178


2610018G03Rik
Day_1
Day_6
OK
1.13088
9.02877
2.99709
2610018G03Rik
Day_6
Day_6_JQ1
9.02877
7.78311
−0.2142


Gadd45g
Day_1
Day_6
OK
40.6258
175.723
2.11283
Gadd45g
Day_6
Day_6_JQ1
175.723
151.82
−0.2109


Dhcr24
Day_1
Day_6
OK
6.768
20.0719
1.56837
Dhcr24
Day_6
Day_6_JQ1
20.0719
17.3636
−0.2091


Kctd11
Day_1
Day_6
OK
18.7911
46.5122
1.30756
Kctd11
Day_6
Day_6_JQ1
46.5122
40.3428
−0.2053


2810055F11Rik
Day_1
Day_6
OK
2.26706
10.7979
2.25185
2810055F11Rik
Day_6
Day_6_JQ1
10.7979
9.37162
−0.2044


Pgrmc1
Day_1
Day_6
OK
57.1341
127.525
1.15836
Pgrmc1
Day_6
Day_6_JQ1
127.525
110.711
−0.204


Dynlt3
Day_1
Day_6
OK
37.9254
85.2897
1.16921
Dynlt3
Day_6
Day_6_JQ1
85.2897
74.0523
−0.2038


Cfh
Day_1
Day_6
OK
16.8775
38.9763
1.2075
Cfh
Day_6
Day_6_JQ1
38.9763
33.8709
−0.2025


Ankrd44
Day_1
Day_6
OK
3.37512
9.10799
1.4322
Ankrd44
Day_6
Day_6_JQ1
9.10799
7.9209
−0.2015


Sidt2
Day_1
Day_6
OK
33.853
98.3841
1.53914
Sidt2
Day_6
Day_6_JQ1
98.3841
85.8124
−0.1972


Shisa4
Day_1
Day_6
OK
2.49743
33.7732
3.75736
Shisa4
Day_6
Day_6_JQ1
33.7732
29.5421
−0.1931


Pde5a
Day_1
Day_6
OK
1.51664
4.93208
1.70132
Pde5a
Day_6
Day_6_JQ1
4.93208
4.31494
−0.1929


Agl
Day_1
Day_6
OK
3.56566
9.88516
1.4711
Agl
Day_6
Day_6_JQ1
9.88516
8.66673
−0.1898


2700094K13Rik
Day_1
Day_6
OK
16.6861
60.2615
1.85259
2700094K13Rik
Day_6
Day_6_JQ1
60.2615
52.964
−0.1862


Cdc42bpg
Day_1
Day_6
OK
5.16646
10.974
1.08684
Cdc42bpg
Day_6
Day_6_JQ1
10.974
9.64703
−0.1859


Ephb2
Day_1
Day_6
OK
1.42999
13.9864
3.28994
Ephb2
Day_6
Day_6_JQ1
13.9864
12.3025
−0.1851


Maged1
Day_1
Day_6
OK
53.0852
238.382
2.16689
Maged1
Day_6
Day_6_JQ1
238.382
209.848
−0.1839


Pbxip1
Day_1
Day_6
OK
18.1505
75.8901
2.0639
Pbxip1
Day_6
Day_6_JQ1
75.8901
66.9739
−0.1803


Tmem176b
Day_1
Day_6
OK
118.739
262.485
1.14444
Tmem176b
Day_6
Day_6_JQ1
262.485
232.156
−0.1771


Arhgap1
Day_1
Day_6
OK
46.2898
112.935
1.28672
Arhgap1
Day_6
Day_6_JQ1
112.935
99.931
−0.1765


Ccdc122
Day_1
Day_6
OK
1.53542
6.20333
2.01441
Ccdc122
Day_6
Day_6_JQ1
6.20333
5.50132
−0.1733


St6galnac6
Day_1
Day_6
OK
5.83072
23.8899
2.03466
St6galnac6
Day_6
Day_6_JQ1
23.8899
21.1878
−0.1732


Mxra8
Day_1
Day_6
OK
30.147
141.996
2.23576
Mxra8
Day_6
Day_6_JQ1
141.996
126.008
−0.1723


Ppic
Day_1
Day_6
OK
80.8178
201.267
1.31637
Ppic
Day_6
Day_6_JQ1
201.267
178.683
−0.1717


Unc5b
Day_1
Day_6
OK
56.3547
159.522
1.50114
Unc5b
Day_6
Day_6_JQ1
159.522
142.372
−0.1641


Oxct1
Day_1
Day_6
OK
14.1517
52.4194
1.88912
Oxct1
Day_6
Day_6_JQ1
52.4194
46.8229
−0.1629


Wbp5
Day_1
Day_6
OK
144.674
376.359
1.3793
Wbp5
Day_6
Day_6_JQ1
376.359
336.924
−0.1597


Ccdc102a
Day_1
Day_6
OK
4.30774
13.5472
1.65299
Ccdc102a
Day_6
Day_6_JQ1
13.5472
12.129
−0.1595


Ogn
Day_1
Day_6
OK
1.01907
76.3737
6.22776
Ogn
Day_6
Day_6_JQ1
76.3737
68.5101
−0.1568


Tln2
Day_1
Day_6
OK
3.36354
12.0135
1.8366
Tln2
Day_6
Day_6_JQ1
12.0135
10.7793
−0.1564


Rab11fip5
Day_1
Day_6
OK
4.56532
20.7213
2.18232
Rab11fip5
Day_6
Day_6_JQ1
20.7213
18.6008
−0.1557


St3gal2
Day_1
Day_6
OK
14.4615
30.0861
1.05688
St3gal2
Day_6
Day_6_JQ1
30.0861
27.017
−0.1552


Fam26e
Day_1
Day_6
OK
1.32909
12.9921
3.28912
Fam26e
Day_6
Day_6_JQ1
12.9921
11.6803
−0.1536


Tulp4
Day_1
Day_6
OK
8.35347
17.3692
1.05608
Tulp4
Day_6
Day_6_JQ1
17.3692
15.6577
−0.1497


Cacna2d1
Day_1
Day_6
OK
3.70837
8.4428
1.18694
Cacna2d1
Day_6
Day_6_JQ1
8.4428
7.61452
−0.149


Lamb1
Day_1
Day_6
OK
48.8535
129.207
1.40315
Lamb1
Day_6
Day_6_JQ1
129.207
116.83
−0.1453


Kcnab1
Day_1
Day_6
OK
0.94661
6.60917
2.80363
Kcnab1
Day_6
Day_6_JQ1
6.60917
5.98662
−0.1427


Synpo
Day_1
Day_6
OK
44.7792
141.007
1.65487
Synpo
Day_6
Day_6_JQ1
141.007
128.3
−0.1362


Pdrg1
Day_1
Day_6
OK
39.8852
84.8667
1.08934
Pdrg1
Day_6
Day_6_JQ1
84.8667
77.2251
−0.1361


Parva
Day_1
Day_6
OK
39.5406
92.0928
1.21975
Parva
Day_6
Day_6_JQ1
92.0928
84.643
−0.1217


Gpam
Day_1
Day_6
OK
5.93206
14.3291
1.27235
Gpam
Day_6
Day_6_JQ1
14.3291
13.2457
−0.1134


Ston1
Day_1
Day_6
OK
33.7801
87.115
1.36675
Ston1
Day_6
Day_6_JQ1
87.115
80.759
−0.1093


Plcxd2
Day_1
Day_6
OK
2.57192
8.94656
1.79849
Plcxd2
Day_6
Day_6_JQ1
8.94656
8.32094
−0.1046


Gpr153
Day_1
Day_6
OK
2.36492
16.4929
2.80199
Gpr153
Day_6
Day_6_JQ1
16.4929
15.34
−0.1046


Pgp
Day_1
Day_6
OK
23.4153
59.6272
1.34852
Pgp
Day_6
Day_6_JQ1
59.6272
55.4841
−0.1039


Hspb6
Day_1
Day_6
OK
2.00988
16.1812
3.00913
Hspb6
Day_6
Day_6_JQ1
16.1812
15.1361
−0.0963


Sparc
Day_1
Day_6
OK
381.767
4211.88
3.4637
Sparc
Day_6
Day_6_JQ1
4211.88
3945.98
−0.0941


Tubb2a
Day_1
Day_6
OK
30.0454
60.4675
1.00902
Tubb2a
Day_6
Day_6_JQ1
60.4675
56.747
−0.0916


Gxylt2
Day_1
Day_6
OK
0.51552
8.53633
4.04951
Gxylt2
Day_6
Day_6_JQ1
8.53633
8.03083
−0.0881


Clip3
Day_1
Day_6
OK
3.38137
27.0623
3.0006
Clip3
Day_6
Day_6_JQ1
27.0623
25.4738
−0.0873


Ccne1
Day_1
Day_6
OK
1.35536
14.6308
3.43226
Ccne1
Day_6
Day_6_JQ1
14.6308
13.7889
−0.0855


Rrm1
Day_1
Day_6
OK
12.5491
40.2147
1.68013
Rrm1
Day_6
Day_6_JQ1
40.2147
37.9825
−0.0824


Efna4
Day_1
Day_6
OK
0.83029
6.4056
2.94765
Efna4
Day_6
Day_6_JQ1
6.4056
6.05329
−0.0816


Cxxc5
Day_1
Day_6
OK
6.25036
30.2026
2.27266
Cxxc5
Day_6
Day_6_JQ1
30.2026
28.6295
−0.0772


Fstl1
Day_1
Day_6
OK
154.992
929.991
2.58503
Fstl1
Day_6
Day_6_JQ1
929.991
883.839
−0.0734


Nxn
Day_1
Day_6
OK
15.6072
77.5795
2.31347
Nxn
Day_6
Day_6_JQ1
77.5795
73.7521
−0.073


Rbms3
Day_1
Day_6
OK
5.38255
15.2578
1.50318
Rbms3
Day_6
Day_6_JQ1
15.2578
14.5408
−0.0694


Rsu1
Day_1
Day_6
OK
57.1146
121.192
1.08537
Rsu1
Day_6
Day_6_JQ1
121.192
115.627
−0.0678


Pdlim5
Day_1
Day_6
OK
48.7308
126.229
1.37314
Pdlim5
Day_6
Day_6_JQ1
126.229
120.722
−0.0644


Bsg
Day_1
Day_6
OK
233.846
585.917
1.32514
Bsg
Day_6
Day_6_JQ1
585.917
560.767
−0.0633


Pdk3
Day_1
Day_6
OK
6.62895
18.569
1.48604
Pdk3
Day_6
Day_6_JQ1
18.569
17.7734
−0.0632


Sepn1
Day_1
Day_6
OK
24.6136
55.4235
1.17104
Sepn1
Day_6
Day_6_JQ1
55.4235
53.0761
−0.0624


Zfp449
Day_1
Day_6
OK
1.84026
5.93833
1.69015
Zfp449
Day_6
Day_6_JQ1
5.93833
5.68898
−0.0619


Ngfrap1
Day_1
Day_6
OK
26.5178
204.667
2.94824
Ngfrap1
Day_6
Day_6_JQ1
204.667
196.152
−0.0613


Prdx4
Day_1
Day_6
OK
36.6971
94.12
1.35883
Prdx4
Day_6
Day_6_JQ1
94.12
90.3086
−0.0596


Aes
Day_1
Day_6
OK
94.7644
196.876
1.05487
Aes
Day_6
Day_6_JQ1
196.876
188.935
−0.0594


Pdzrn3
Day_1
Day_6
OK
7.57927
36.9262
2.28451
Pdzrn3
Day_6
Day_6_JQ1
36.9262
35.4736
−0.0579


Ptprs
Day_1
Day_6
OK
3.04775
26.6387
3.12771
Ptprs
Day_6
Day_6_JQ1
26.6387
25.6268
−0.0559


Morc4
Day_1
Day_6
OK
3.16557
8.83166
1.48022
Morc4
Day_6
Day_6_JQ1
8.83166
8.50409
−0.0545


Gucylb3
Day_1
Day_6
OK
14.2167
36.4578
1.35864
Gucylb3
Day_6
Day_6_JQ1
36.4578
35.4413
−0.0408


Aurka
Day_1
Day_6
OK
1.12757
17.7402
3.97574
Aurka
Day_6
Day_6_JQ1
17.7402
17.2799
−0.0379


Prr11
Day_1
Day_6
OK
0.30032
6.98773
4.54026
Prr11
Day_6
Day_6_JQ1
6.98773
6.83147
−0.0326


Gtse1
Day_1
Day_6
OK
5.76201
16.8384
1.54711
Gtse1
Day_6
Day_6_JQ1
16.8384
16.4741
−0.0316


Acadsb
Day_1
Day_6
OK
13.246
27.0576
1.03048
Acadsb
Day_6
Day_6_JQ1
27.0576
26.5141
−0.0293


Gpnmb
Day_1
Day_6
OK
40.7427
102.959
1.33746
Gpnmb
Day_6
Day_6_JQ1
102.959
100.919
−0.0289


Cpxm1
Day_1
Day_6
OK
6.94307
121.636
4.13085
Cpxm1
Day_6
Day_6_JQ1
121.636
119.242
−0.0287


2210013O21Rik
Day_1
Day_6
OK
14.1199
38.8005
1.45835
2210013O21Rik
Day_6
Day_6_JQ1
38.8005
38.055
−0.028


Rbfox2
Day_1
Day_6
OK
16.1046
31.9806
0.98973
Rbfox2
Day_6
Day_6_JQ1
31.9806
31.4181
−0.0256


Map1lc3a
Day_1
Day_6
OK
25.7814
85.1635
1.72391
Map1lc3a
Day_6
Day_6_JQ1
85.1635
83.7075
−0.0249


Htra1
Day_1
Day_6
OK
8.21405
130.908
3.99432
Htra1
Day_6
Day_6_JQ1
130.908
128.76
−0.0239


Olfml3
Day_1
Day_6
OK
16.5839
171.962
3.37424
Olfml3
Day_6
Day_6_JQ1
171.962
169.404
−0.0216


Itgb5
Day_1
Day_6
OK
22.1763
209.128
3.2373
Itgb5
Day_6
Day_6_JQ1
209.128
206.046
−0.0214


Fkbp9
Day_1
Day_6
OK
56.7025
155.563
1.45602
Fkbp9
Day_6
Day_6_JQ1
155.563
153.585
−0.0185


Sil1
Day_1
Day_6
OK
11.5426
25.2668
1.13028
Sil1
Day_6
Day_6_JQ1
25.2668
25.0211
−0.0141


Pq1c3
Day_1
Day_6
OK
3.7794
21.4219
2.50286
Pqlc3
Day_6
Day_6_JQ1
21.4219
21.232
−0.0129


Calm3
Day_1
Day_6
OK
91.5672
187.128
1.03113
Calm3
Day_6
Day_6_JQ1
187.128
185.514
−0.0125


Pcbp4
Day_1
Day_6
OK
13.373
31.3499
1.22913
Pcbp4
Day_6
Day_6_JQ1
31.3499
31.1679
−0.0084


Mmab
Day_1
Day_6
OK
2.99822
8.16979
1.44619
Mmab
Day_6
Day_6_JQ1
8.16979
8.1326
−0.0066


Aplp1
Day_1
Day_6
OK
3.64225
20.8112
2.51446
Aplp1
Day_6
Day_6_JQ1
20.8112
20.7172
−0.0065


Prkab2
Day_1
Day_6
OK
8.61577
26.1525
1.6019
Prkab2
Day_6
Day_6_JQ1
26.1525
26.0507
−0.0056


Ccdc3
Day_1
Day_6
OK
5.02688
44.0227
3.13051
Ccdc3
Day_6
Day_6_JQ1
44.0227
44.0572
0.00113


Palm
Day_1
Day_6
OK
10.5422
43.3866
2.04108
Palm
Day_6
Day_6_JQ1
43.3866
43.4603
0.00245


Vcl
Day_1
Day_6
OK
62.6748
187.3
1.57939
Vcl
Day_6
Day_6_JQ1
187.3
188.104
0.00618


Tyms
Day_1
Day_6
OK
2.83264
9.75153
1.78348
Tyms
Day_6
Day_6_JQ1
9.75153
9.79997
0.00715


Fat1
Day_1
Day_6
OK
8.95306
67.2531
2.90915
Fat1
Day_6
Day_6_JQ1
67.2531
68.0733
0.01749


Cpeb2
Day_1
Day_6
OK
3.53574
7.53841
1.09225
Cpeb2
Day_6
Day_6_JQ1
7.53841
7.63939
0.0192


Hic1
Day_1
Day_6
OK
17.539
40.0108
1.18982
Hic1
Day_6
Day_6_JQ1
40.0108
40.7263
0.02557


Marveld1
Day_1
Day_6
OK
13.1707
49.0861
1.89798
Marveld1
Day_6
Day_6_JQ1
49.0861
50.0393
0.02774


Gjc2
Day_1
Day_6
OK
0.60112
5.0473
3.06979
Gjc2
Day_6
Day_6_JQ1
5.0473
5.14754
0.02837


Lrp1
Day_1
Day_6
OK
55.6211
242.535
2.12449
Lrp1
Day_6
Day_6_JQ1
242.535
247.494
0.0292


Prrx1
Day_1
Day_6
OK
11.2209
33.0027
1.5564
Prrx1
Day_6
Day_6_JQ1
33.0027
33.6888
0.02969


Grb10
Day_1
Day_6
OK
32.2316
114.2
1.82502
Grb10
Day_6
Day_6_JQ1
114.2
117.152
0.03682


Irs2
Day_1
Day_6
OK
3.79341
11.3494
1.58106
Irs2
Day_6
Day_6_JQ1
11.3494
11.6492
0.03761


Bace1
Day_1
Day_6
OK
9.4944
39.0624
2.04063
Bace1
Day_6
Day_6_JQ1
39.0624
40.101
0.03786


Kidins220
Day_1
Day_6
OK
16.9808
33.7795
0.99225
Kidins220
Day_6
Day_6_JQ1
33.7795
34.7188
0.03957


Large
Day_1
Day_6
OK
14.8486
39.4129
1.40834
Large
Day_6
Day_6_JQ1
39.4129
40.5667
0.04163


Ctsf
Day_1
Day_6
OK
2.9745
19.0014
2.67538
Ctsf
Day_6
Day_6_JQ1
19.0014
19.6316
0.04707


Smpd1
Day_1
Day_6
OK
15.9566
39.5415
1.30922
Smpd1
Day_6
Day_6_JQ1
39.5415
40.8765
0.0479


Nans
Day_1
Day_6
OK
28.6808
57.0825
0.99296
Nans
Day_6
Day_6_JQ1
57.0825
59.0594
0.04912


Cenpa
Day_1
Day_6
OK
1.32078
17.5445
3.73156
Cenpa
Day_6
Day_6_JQ1
17.5445
18.2009
0.05299


Gstm4
Day_1
Day_6
OK
3.54117
10.9909
1.63401
Gstm4
Day_6
Day_6_JQ1
10.9909
11.4343
0.05705


Lynx1
Day_1
Day_6
OK
3.01312
15.6798
2.37958
Lynx1
Day_6
Day_6_JQ1
15.6798
16.3298
0.05859


Snx7
Day_1
Day_6
OK
12.6322
30.3182
1.26307
Snx7
Day_6
Day_6_JQ1
30.3182
31.6545
0.06223


Lbh
Day_1
Day_6
OK
14.2342
298.151
4.38861
Lbh
Day_6
Day_6_JQ1
298.151
311.939
0.06522


Ggcx
Day_1
Day_6
OK
7.06915
21.6084
1.61199
Ggcx
Day_6
Day_6_JQ1
21.6084
22.6363
0.06704


Mypop
Day_1
Day_6
OK
2.15018
8.05002
1.90453
Mypop
Day_6
Day_6_JQ1
8.05002
8.4789
0.07488


Bmpr1a
Day_1
Day_6
OK
15.2713
31.8013
1.05826
Bmpr1a
Day_6
Day_6_JQ1
31.8013
33.5187
0.07588


Ptk7
Day_1
Day_6
OK
3.39928
31.4179
3.20829
Ptk7
Day_6
Day_6_JQ1
31.4179
33.1681
0.07821


Rhou
Day_1
Day_6
OK
6.33704
25.8342
2.0274
Rhou
Day_6
Day_6_JQ1
25.8342
27.2789
0.0785


Plk4
Day_1
Day_6
OK
1.92427
6.8776
1.8376
Plk4
Day_6
Day_6_JQ1
6.8776
7.27035
0.08012


AI464131
Day_1
Day_6
OK
0.5864
6.03443
3.36325
AI464131
Day_6
Day_6_JQ1
6.03443
6.39302
0.08328


Mpp6
Day_1
Day_6
OK
15.9083
70.8782
2.15556
Mpp6
Day_6
Day_6_JQ1
70.8782
75.1224
0.0839


Fam168a
Day_1
Day_6
OK
10.575
22.2089
1.07048
Fam168a
Day_6
Day_6_JQ1
22.2089
23.5828
0.0866


Lass6
Day_1
Day_6
OK
5.4331
15.8531
1.54492
Lass6
Day_6
Day_6_JQ1
15.8531
16.8557
0.08847


Suox
Day_1
Day_6
OK
4.09633
12.9377
1.65918
Suox
Day_6
Day_6_JQ1
12.9377
13.7986
0.09294


Ttc28
Day_1
Day_6
OK
3.68214
10.1406
1.46153
Ttc28
Day_6
Day_6_JQ1
10.1406
10.8173
0.09319


Irs1
Day_1
Day_6
OK
0.30182
6.56451
4.44295
Irs1
Day_6
Day_6_JQ1
6.56451
7.0255
0.09791


Efna5
Day_1
Day_6
OK
2.75323
9.41345
1.7736
Efna5
Day_6
Day_6_JQ1
9.41345
10.088
0.09985


Etv5
Day_1
Day_6
OK
4.79976
10.9307
1.18736
Etv5
Day_6
Day_6_JQ1
10.9307
11.7278
0.10154


Sspn
Day_1
Day_6
OK
0.99829
6.31088
2.66031
Sspn
Day_6
Day_6_JQ1
6.31088
6.80518
0.10879


Bbx
Day_1
Day_6
OK
4.86173
9.76604
1.0063
Bbx
Day_6
Day_6_JQ1
9.76604
10.5491
0.11127


Smo
Day_1
Day_6
OK
9.19825
26.7294
1.539
Smo
Day_6
Day_6_JQ1
26.7294
28.9251
0.11389


Ugp2
Day_1
Day_6
OK
16.9989
42.8931
1.3353
Ugp2
Day_6
Day_6_JQ1
42.8931
46.5523
0.11811


Cacnb2
Day_1
Day_6
OK
1.49137
5.96794
2.00059
Cacnb2
Day_6
Day_6_JQ1
5.96794
6.48021
0.11881


Glis2
Day_1
Day_6
OK
8.99835
18.382
1.03056
Glis2
Day_6
Day_6_JQ1
18.382
19.9703
0.11956


Nid1
Day_1
Day_6
OK
89.9739
246.93
1.45653
Nid1
Day_6
Day_6_JQ1
246.93
268.392
0.12024


Magee1
Day_1
Day_6
OK
2.0759
16.1185
2.95691
Magee1
Day_6
Day_6_JQ1
16.1185
17.7101
0.13586


Upk3b
Day_1
Day_6
OK
0.16926
34.0351
7.65161
Upk3b
Day_6
Day_6_JQ1
34.0351
37.4728
0.13882


Fam115a
Day_1
Day_6
OK
10.6952
26.8101
1.32582
Fam115a
Day_6
Day_6_JQ1
26.8101
29.5331
0.13955


Sod3
Day_1
Day_6
OK
22.4937
100.332
2.15719
Sod3
Day_6
Day_6_JQ1
100.332
110.53
0.13965


Adcy3
Day_1
Day_6
OK
3.5908
13.78
1.9402
Adcy3
Day_6
Day_6_JQ1
13.78
15.2041
0.14189


Plcd1
Day_1
Day_6
OK
3.01086
14.4171
2.25953
Plcd1
Day_6
Day_6_JQ1
14.4171
15.9407
0.14494


Plk1
Day_1
Day_6
OK
0.43154
18.4389
5.41712
Plk1
Day_6
Day_6_JQ1
18.4389
20.3959
0.14552


Adc
Day_1
Day_6
OK
0.45692
25.6497
5.81086
Adc
Day_6
Day_6_JQ1
25.6497
28.4163
0.14778


Asap3
Day_1
Day_6
OK
0.26729
4.78313
4.16148
Asap3
Day_6
Day_6_JQ1
4.78313
5.3032
0.14891


Fads2
Day_1
Day_6
OK
9.27193
46.9107
2.33898
Fads2
Day_6
Day_6_JQ1
46.9107
52.0843
0.15093


Tubala
Day_1
Day_6
OK
101.599
316.54
1.6395
Tuba1a
Day_6
Day_6_JQ1
316.54
351.493
0.15111


Vkorc1
Day_1
Day_6
OK
29.8715
99.456
1.73529
Vkorc1
Day_6
Day_6_JQ1
99.456
110.469
0.15152


Antxr1
Day_1
Day_6
OK
8.52716
37.107
2.12156
Antxr1
Day_6
Day_6_JQ1
37.107
41.3219
0.15521


Myo5a
Day_1
Day_6
OK
8.18157
17.244
1.07564
Myo5a
Day_6
Day_6_JQ1
17.244
19.236
0.15771


Cdca8
Day_1
Day_6
OK
1.46758
16.298
3.47318
Cdca8
Day_6
Day_6_JQ1
16.298
18.1888
0.15836


Rhod
Day_1
Day_6
OK
17.7082
38.8044
1.1318
Rhod
Day_6
Day_6_JQ1
38.8044
43.311
0.15852


Thnsl2
Day_1
Day_6
OK
1.49179
5.55805
1.89753
Thnsl2
Day_6
Day_6_JQ1
5.55805
6.2203
0.16241


Nov
Day_1
Day_6
OK
1.13142
7.56343
2.74091
Nov
Day_6
Day_6_JQ1
7.56343
8.55233
0.17728


Gm98
Day_1
Day_6
OK
6.32011
19.8369
1.65016
Gm98
Day_6
Day_6_JQ1
19.8369
22.4723
0.17996


Tpbg
Day_1
Day_6
OK
0.8725
9.20024
3.39845
Tpbg
Day_6
Day_6_JQ1
9.20024
10.4275
0.18065


Agtr1a
Day_1
Day_6
OK
6.0381
59.6555
3.30449
Agtr1a
Day_6
Day_6_JQ1
59.6555
67.6328
0.18107


Ehd2
Day_1
Day_6
OK
51.4602
199.504
1.95489
Ehd2
Day_6
Day_6_JQ1
199.504
226.424
0.18261


Wipi1
Day_1
Day_6
OK
11.0468
33.4039
1.59639
Wipi1
Day_6
Day_6_JQ1
33.4039
37.9118
0.18263


Plod2
Day_1
Day_6
OK
11.2897
188.135
4.05869
Plod2
Day_6
Day_6_JQ1
188.135
213.631
0.18335


Lrat
Day_1
Day_6
OK
1.0492
131.373
6.96824
Lrat
Day_6
Day_6_JQ1
131.373
149.73
0.18869


Chek2
Day_1
Day_6
OK
1.89608
6.65961
1.81242
Chek2
Day_6
Day_6_JQ1
6.65961
7.60109
0.19077


Tusc3
Day_1
Day_6
OK
29.3435
61.3958
1.0651
Tusc3
Day_6
Day_6_JQ1
61.3958
70.401
0.19746


Adk
Day_1
Day_6
OK
17.7375
37.121
1.06543
Adk
Day_6
Day_6_JQ1
37.121
42.5802
0.19795


Dlg3
Day_1
Day_6
OK
2.92286
14.8995
2.34981
Dlg3
Day_6
Day_6_JQ1
14.8995
17.133
0.20152


1190002F15Rik
Day_1
Day_6
OK
0
5.36311
inf
1190002F15Rik
Day_6
Day_6_JQ1
5.36311
6.16927
0.20203


Lrrk1
Day_1
Day_6
OK
9.55454
21.2662
1.1543
Lrrk1
Day_6
Day_6_JQ1
21.2662
24.4921
0.20376


Ppp1r12b
Day_1
Day_6
OK
2.91538
8.0199
1.4599
Ppp1r12b
Day_6
Day_6_JQ1
8.0199
9.27335
0.20951


Pbk
Day_1
Day_6
OK
0.34325
10.7188
4.96476
Pbk
Day_6
Day_6_JQ1
10.7188
12.4065
0.21094


Tsc22d1
Day_1
Day_6
OK
76.8564
288.262
1.90714
Tsc22d1
Day_6
Day_6_JQ1
288.262
334.274
0.21365


Fads3
Day_1
Day_6
OK
15.0044
51.8643
1.78936
Fads3
Day_6
Day_6_JQ1
51.8643
60.2646
0.21657


F1rt2
Day_1
Day_6
OK
4.08691
22.2263
2.44319
Flrt2
Day_6
Day_6_JQ1
22.2263
25.9183
0.2217


Cdc25b
Day_1
Day_6
OK
1.51434
6.54224
2.1111
Cdc25b
Day_6
Day_6_JQ1
6.54224
7.66351
0.22822


Ctxn1
Day_1
Day_6
OK
3.91402
21.1213
2.43198
Ctxn1
Day_6
Day_6_JQ1
21.1213
24.7491
0.22867


Aph1b
Day_1
Day_6
OK
1.94091
5.20821
1.42405
Aph1b
Day_6
Day_6_JQ1
5.20821
6.10496
0.2292


Smad6
Day_1
Day_6
OK
22.9769
57.9806
1.33538
Smad6
Day_6
Day_6_JQ1
57.9806
67.9958
0.22988


Raph1
Day_1
Day_6
OK
19.9191
57.6427
1.53298
Raph1
Day_6
Day_6_JQ1
57.6427
67.6351
0.23063


Adamts2
Day_1
Day_6
OK
13.0984
104.393
2.99457
Adamts2
Day_6
Day_6_JQ1
104.393
122.525
0.23105


Slc25a4
Day_1
Day_6
OK
155.352
475.612
1.61425
Slc25a4
Day_6
Day_6_JQ1
475.612
559.358
0.23399


Tpx2
Day_1
Day_6
OK
0.52619
17.121
5.02404
Tpx2
Day_6
Day_6_JQ1
17.121
20.1374
0.2341


Pfn2
Day_1
Day_6
OK
12.2657
29.5923
1.27059
Pfn2
Day_6
Day_6_JQ1
29.5923
34.8317
0.23518


Pdlim2
Day_1
Day_6
OK
4.80891
35.3275
2.87701
Pdlim2
Day_6
Day_6_JQ1
35.3275
41.6397
0.23717


Fdxr
Day_1
Day_6
OK
3.55409
11.9364
1.74782
Fdxr
Day_6
Day_6_JQ1
11.9364
14.1099
0.24134


Fgfrl1
Day_1
Day_6
OK
6.26687
15.8272
1.33659
Fgfrl1
Day_6
Day_6_JQ1
15.8272
18.734
0.24325


Vcan
Day_1
Day_6
OK
2.87191
22.0326
2.93956
Vcan
Day_6
Day_6_JQ1
22.0326
26.1044
0.24465


Ptprg
Day_1
Day_6
OK
9.33083
19.1139
1.03455
Ptprg
Day_6
Day_6_JQ1
19.1139
22.6896
0.2474


Tk1
Day_1
Day_6
OK
1.65438
18.6209
3.49256
Tk1
Day_6
Day_6_JQ1
18.6209
22.1517
0.2505


Bcl9l
Day_1
Day_6
OK
6.52466
17.2048
1.39884
Bcl9l
Day_6
Day_6_JQ1
17.2048
20.5171
0.25401


Ccnb1
Day_1
Day_6
OK
0.21547
11.9279
5.79072
Ccnb1
Day_6
Day_6_JQ1
11.9279
14.2269
0.25428


Gnb5
Day_1
Day_6
OK
4.19129
17.1664
2.03412
Gnb5
Day_6
Day_6_JQ1
17.1664
20.4898
0.25532


Bnc1
Day_1
Day_6
OK
0.26366
5.63494
4.41764
Bnc1
Day_6
Day_6_JQ1
5.63494
6.72972
0.25615


Scd2
Day_1
Day_6
OK
13.0693
85.613
2.71165
Scd2
Day_6
Day_6_JQ1
85.613
102.379
0.25802


Tspan3
Day_1
Day_6
OK
49.8098
110.213
1.1458
Tspan3
Day_6
Day_6_JQ1
110.213
131.995
0.26018


Ndufv3
Day_1
Day_6
OK
43.3067
114.765
1.40602
Ndufv3
Day_6
Day_6_JQ1
114.765
137.536
0.26112


Ccnd3
Day_1
Day_6
OK
25.2785
89.8993
1.8304
Ccnd3
Day_6
Day_6_JQ1
89.8993
107.985
0.26445


Dkk3
Day_1
Day_6
OK
16.944
49.7269
1.55325
Dkk3
Day_6
Day_6_JQ1
49.7269
59.7496
0.2649


Sdc2
Day_1
Day_6
OK
7.7981
74.6344
3.25864
Sdc2
Day_6
Day_6_JQ1
74.6344
89.6847
0.26502


Cd81
Day_1
Day_6
OK
152.97
331.487
1.1157
Cd81
Day_6
Day_6_JQ1
331.487
398.479
0.26555


Mkl1
Day_1
Day_6
OK
11.6292
36.615
1.65468
Mkl1
Day_6
Day_6_JQ1
36.615
44.1353
0.2695


Rcn2
Day_1
Day_6
OK
33.4559
89.2621
1.41579
Rcn2
Day_6
Day_6_JQ1
89.2621
107.612
0.26972


Fzd7
Day_1
Day_6
OK
5.18896
37.0523
2.83605
Fzd7
Day_6
Day_6_JQ1
37.0523
44.7243
0.27149


Nsg1
Day_1
Day_6
OK
4.74356
21.9505
2.21021
Nsg1
Day_6
Day_6_JQ1
21.9505
26.5272
0.27322


Aebp1
Day_1
Day_6
OK
39.7483
218.695
2.45996
Aebp1
Day_6
Day_6_JQ1
218.695
264.901
0.27653


Gulp1
Day_1
Day_6
OK
0.96606
10.3018
3.41463
Gulp1
Day_6
Day_6_JQ1
10.3018
12.4818
0.27694


Pkd1
Day_1
Day_6
OK
10.529
27.741
1.39765
Pkd1
Day_6
Day_6_JQ1
27.741
33.6568
0.27888


Fam102b
Day_1
Day_6
OK
7.92854
16.2425
1.03465
Fam102b
Day_6
Day_6_JQ1
16.2425
19.8193
0.28713


Wls
Day_1
Day_6
OK
61.1644
220.882
1.85252
Wls
Day_6
Day_6_JQ1
220.882
269.873
0.289


Ccnyl1
Day_1
Day_6
OK
8.40387
18.1803
1.11325
Ccnyl1
Day_6
Day_6_JQ1
18.1803
22.2687
0.29264


Amot12
Day_1
Day_6
OK
34.3719
146.696
2.09353
Amotl2
Day_6
Day_6_JQ1
146.696
180.707
0.30083


Fzd1
Day_1
Day_6
OK
7.51
45.5577
2.60081
Fzd1
Day_6
Day_6_JQ1
45.5577
56.322
0.306


Pcdh18
Day_1
Day_6
OK
2.3605
10.0512
2.09021
Pcdh18
Day_6
Day_6_JQ1
10.0512
12.4277
0.30619


Klhl22
Day_1
Day_6
OK
16.1934
39.8741
1.30005
Klhl22
Day_6
Day_6_JQ1
39.8741
49.3373
0.30723


Masp1
Day_1
Day_6
OK
24.6899
101.462
2.03895
Masp1
Day_6
Day_6_JQ1
101.462
125.598
0.30786


Kirrel
Day_1
Day_6
OK
17.2616
43.8672
1.34558
Kirrel
Day_6
Day_6_JQ1
43.8672
54.3631
0.30949


Colec12
Day_1
Day_6
OK
13.8387
67.6124
2.28858
Colec12
Day_6
Day_6_JQ1
67.6124
83.8876
0.31117


Pdgfrb
Day_1
Day_6
OK
27.3596
131.107
2.26063
Pdgfrb
Day_6
Day_6_JQ1
131.107
163.464
0.31823


Fbn1
Day_1
Day_6
OK
15.1034
159.051
3.39654
Fbn1
Day_6
Day_6_JQ1
159.051
198.339
0.31848


Rtn2
Day_1
Day_6
OK
0.98853
12.3608
3.64435
Rtn2
Day_6
Day_6_JQ1
12.3608
15.4223
0.31924


Odz3
Day_1
Day_6
OK
0.29315
6.43101
4.45535
Odz3
Day_6
Day_6_JQ1
6.43101
8.02762
0.31993


Ccdc99
Day_1
Day_6
OK
1.57281
5.62489
1.83848
Ccdc99
Day_6
Day_6_JQ1
5.62489
7.0341
0.32254


Rnase4
Day_1
Day_6
OK
14.6654
114.613
2.96628
Rnase4
Day_6
Day_6_JQ1
114.613
143.742
0.32671


Ect2
Day_1
Day_6
OK
0.87167
8.1845
3.23104
Ect2
Day_6
Day_6_JQ1
8.1845
10.3091
0.33295


S100a11
Day_1
Day_6
OK
264.07
934.601
1.82343
S100a11
Day_6
Day_6_JQ1
934.601
1179.49
0.33574


Kank2
Day_1
Day_6
OK
12.8483
43.8331
1.77045
Kank2
Day_6
Day_6_JQ1
43.8331
55.7877
0.34793


Pknox2
Day_1
Day_6
OK
0.95407
10.1366
3.40933
Pknox2
Day_6
Day_6_JQ1
10.1366
12.9177
0.34978


Narf
Day_1
Day_6
OK
4.52876
12.642
1.48104
Narf
Day_6
Day_6_JQ1
12.642
16.1256
0.35113


Anln
Day_1
Day_6
OK
0.51615
22.0337
5.41577
Anln
Day_6
Day_6_JQ1
22.0337
28.1204
0.3519


Gda
Day_1
Day_6
OK
8.22186
20.3325
1.30625
Gda
Day_6
Day_6_JQ1
20.3325
26.0731
0.35877


Anxa1
Day_1
Day_6
OK
55.4465
324.197
2.5477
Anxa1
Day_6
Day_6_JQ1
324.197
417.067
0.36341


Clybl
Day_1
Day_6
OK
3.13235
10.2168
1.70563
Clybl
Day_6
Day_6_JQ1
10.2168
13.1715
0.36647


Nptn
Day_1
Day_6
OK
84.8882
170.749
1.00824
Nptn
Day_6
Day_6_JQ1
170.749
220.466
0.36868


4632434I11Rik
Day_1
Day_6
OK
2.02206
7.69931
1.9289
4632434I11Rik
Day_6
Day_6_JQ1
7.69931
9.9596
0.37136


G0s2
Day_1
Day_6
OK
7.23516
29.7741
2.04096
G0s2
Day_6
Day_6_JQ1
29.7741
38.5429
0.37241


Gpc6
Day_1
Day_6
OK
0.99493
10.2853
3.36985
Gpc6
Day_6
Day_6_JQ1
10.2853
13.3385
0.37501


2810408I11Rik
Day_1
Day_6
OK
1.58755
9.353
2.55862
2810408I11Rik
Day_6
Day_6_JQ1
9.353
12.1324
0.37537


Pigs
Day_1
Day_6
OK
17.3349
35.7657
1.0449
Pigs
Day_6
Day_6_JQ1
35.7657
46.4598
0.37741


Fn1
Day_1
Day_6
OK
23.4324
791.46
5.07794
Fn1
Day_6
Day_6_JQ1
791.46
1028.26
0.37761


Bhlhb9
Day_1
Day_6
OK
4.2983
12.1266
1.49634
Bhlhb9
Day_6
Day_6_JQ1
12.1266
15.7871
0.38057


Gucy1a3
Day_1
Day_6
OK
9.97978
45.3184
2.18302
Gucy1a3
Day_6
Day_6_JQ1
45.3184
59.0286
0.38132


Bub1b
Day_1
Day_6
OK
1.44425
9.70881
2.74898
Bub1b
Day_6
Day_6_JQ1
9.70881
12.6773
0.38489


Fam164a
Day_1
Day_6
OK
5.09112
15.7404
1.62842
Fam164a
Day_6
Day_6_JQ1
15.7404
20.5633
0.3856


Mxra7
Day_1
Day_6
OK
13.7029
41.834
1.6102
Mxra7
Day_6
Day_6_JQ1
41.834
54.8528
0.39089


Plekhg2
Day_1
Day_6
OK
9.9083
25.8296
1.38231
Plekhg2
Day_6
Day_6_JQ1
25.8296
33.8948
0.39204


Ube2h
Day_1
Day_6
OK
16.0023
34.3873
1.10359
Ube2h
Day_6
Day_6_JQ1
34.3873
45.1252
0.39206


Arhgap24
Day_1
Day_6
OK
5.98419
24.334
2.02375
Arhgap24
Day_6
Day_6_JQ1
24.334
32.005
0.39533


Higd2a
Day_1
Day_6
OK
66.4233
140.49
1.0807
Higd2a
Day_6
Day_6_JQ1
140.49
184.81
0.39558


Gstm2
Day_1
Day_6
OK
23.7447
95.4712
2.00746
Gstm2
Day_6
Day_6_JQ1
95.4712
125.725
0.39714


Incenp
Day_1
Day_6
OK
5.29409
14.4252
1.44614
Incenp
Day_6
Day_6_JQ1
14.4252
19.0259
0.39937


Cyp27a1
Day_1
Day_6
OK
2.70186
12.8055
2.24474
Cyp27a1
Day_6
Day_6_JQ1
12.8055
16.9115
0.40124


Dut
Day_1
Day_6
OK
4.48552
12.8074
1.51362
Dut
Day_6
Day_6_JQ1
12.8074
16.9152
0.40135


Pik3r2
Day_1
Day_6
OK
9.76669
29.4016
1.58995
Pik3r2
Day_6
Day_6_JQ1
29.4016
38.9832
0.40696


Cyp1b1
Day_1
Day_6
OK
15.2673
75.6563
2.30902
Cyp1b1
Day_6
Day_6_JQ1
75.6563
100.635
0.4116


Mfge8
Day_1
Day_6
OK
113.787
284.582
1.32251
Mfge8
Day_6
Day_6_JQ1
284.582
379.144
0.4139


Lhfp
Day_1
Day_6
OK
80.006
277.689
1.79529
Lhfp
Day_6
Day_6_JQ1
277.689
371.966
0.4217


Lamb2
Day_1
Day_6
OK
10.6079
30.7012
1.53316
Lamb2
Day_6
Day_6_JQ1
30.7012
41.1365
0.42212


Dzip3
Day_1
Day_6
OK
2.60919
6.2619
1.263
Dzip3
Day_6
Day_6_JQ1
6.2619
8.39884
0.42359


Uhrf1
Day_1
Day_6
OK
4.87265
12.4813
1.35699
Uhrf1
Day_6
Day_6_JQ1
12.4813
16.7743
0.42648


Wdr35
Day_1
Day_6
OK
2.61254
7.32896
1.48816
Wdr35
Day_6
Day_6_JQ1
7.32896
9.87411
0.43004


Cbx5
Day_1
Day_6
OK
10.0186
21.4308
1.09701
Cbx5
Day_6
Day_6_JQ1
21.4308
28.9059
0.43168


Cdkn2c
Day_1
Day_6
OK
3.00086
11.9132
1.98911
Cdkn2c
Day_6
Day_6_JQ1
11.9132
16.1063
0.43507


Eno2
Day_1
Day_6
OK
2.58974
7.14956
1.46505
Eno2
Day_6
Day_6_JQ1
7.14956
9.67986
0.43713


Gpx1
Day_1
Day_6
OK
102.55
245.702
1.26058
Gpx1
Day_6
Day_6_JQ1
245.702
332.885
0.43812


Plxdc2
Day_1
Day_6
OK
2.04979
19.3096
3.23577
Plxdc2
Day_6
Day_6_JQ1
19.3096
26.1768
0.43897


Trim59
Day_1
Day_6
OK
1.77049
20.0859
3.50396
Trim59
Day_6
Day_6_JQ1
20.0859
27.2401
0.43955


Osbpl5
Day_1
Day_6
OK
13.6193
30.4829
1.16235
Osbpl5
Day_6
Day_6_JQ1
30.4829
41.3593
0.44021


Spc24
Day_1
Day_6
OK
0.22087
6.22016
4.81569
Spc24
Day_6
Day_6_JQ1
6.22016
8.49353
0.44941


C330027C09Rik
Day_1
Day_6
OK
1.07071
7.42951
2.7947
C330027C09Rik
Day_6
Day_6_JQ1
7.42951
10.1673
0.4526


Ildr2
Day_1
Day_6
OK
2.09611
8.35201
1.99441
Ildr2
Day_6
Day_6_JQ1
8.35201
11.4416
0.45409


Fam171b
Day_1
Day_6
OK
2.31133
9.40175
2.0242
Fam171b
Day_6
Day_6_JQ1
9.40175
12.8947
0.45578


Ext2
Day_1
Day_6
OK
30.2979
63.6742
1.07149
Ext2
Day_6
Day_6_JQ1
63.6742
87.8458
0.46426


Pld3
Day_1
Day_6
OK
62.9899
137.922
1.13066
Pld3
Day_6
Day_6_JQ1
137.922
190.597
0.46668


Racgap1
Day_1
Day_6
OK
0.84944
16.5034
4.2801
Racgap1
Day_6
Day_6_JQ1
16.5034
22.85
0.46943


Mras
Day_1
Day_6
OK
2.40608
11.1516
2.2125
Mras
Day_6
Day_6_JQ1
11.1516
15.4481
0.47018


Dact3
Day_1
Day_6
OK
1.59911
19.016
3.57188
Dact3
Day_6
Day_6_JQ1
19.016
26.3749
0.47195


Trp53inp2
Day_1
Day_6
OK
26.0154
71.8603
1.46583
Trp53inp2
Day_6
Day_6_JQ1
71.8603
99.8045
0.47391


Cdc45
Day_1
Day_6
OK
1.28152
5.33452
2.05751
Cdc45
Day_6
Day_6_JQ1
5.33452
7.41885
0.47584


Basp1
Day_1
Day_6
OK
28.202
124.37
2.14077
Basp1
Day_6
Day_6_JQ1
124.37
173.108
0.47703


Wt1
Day_1
Day_6
OK
1.42473
20.8041
3.86811
Wt1
Day_6
Day_6_JQ1
20.8041
29.0084
0.4796


Ctnnbip1
Day_1
Day_6
OK
3.82287
10.2471
1.42249
Ctnnbip1
Day_6
Day_6_JQ1
10.2471
14.2922
0.48002


Ckap2l
Day_1
Day_6
OK
0.42608
13.2798
4.96197
Ckap2l
Day_6
Day_6_JQ1
13.2798
18.5683
0.48361


2310022B05Rik
Day_1
Day_6
OK
21.4357
94.4617
2.13971
2310022B05Rik
Day_6
Day_6_JQ1
94.4617
132.474
0.48791


1110003E01Rik
Day_1
Day_6
OK
25.2143
49.2227
0.96508
1110003E01Rik
Day_6
Day_6_JQ1
49.2227
69.1288
0.48997


Tacc3
Day_1
Day_6
OK
1.75713
12.8006
2.86492
Tacc3
Day_6
Day_6_JQ1
12.8006
18.1794
0.50609


St5
Day_1
Day_6
OK
7.70436
24.7489
1.68362
St5
Day_6
Day_6_JQ1
24.7489
35.2195
0.50901


Vgll3
Day_1
Day_6
OK
8.47913
66.9426
2.98094
Vgll3
Day_6
Day_6_JQ1
66.9426
95.3643
0.51053


Bphl
Day_1
Day_6
OK
3.33116
12.9312
1.95676
Bphl
Day_6
Day_6_JQ1
12.9312
18.4476
0.51258


Evc
Day_1
Day_6
OK
1.68535
7.29207
2.11328
Evc
Day_6
Day_6_JQ1
7.29207
10.4125
0.51392


Dcxr
Day_1
Day_6
OK
7.03746
25.2345
1.84227
Dcxr
Day_6
Day_6_JQ1
25.2345
36.0469
0.51448


Msx1
Day_1
Day_6
OK
0.18607
4.15055
4.47935
Msx1
Day_6
Day_6_JQ1
4.15055
5.96237
0.52259


Dcbld2
Day_1
Day_6
OK
17.2916
51.0491
1.56181
Dcbld2
Day_6
Day_6_JQ1
51.0491
73.5335
0.52652


Oat
Day_1
Day_6
OK
58.4558
147.721
1.33745
Oat
Day_6
Day_6_JQ1
147.721
213.454
0.53106


Ahdc1
Day_1
Day_6
OK
4.23238
9.13
1.10915
Ahdc1
Day_6
Day_6_JQ1
9.13
13.24
0.53622


Dag1
Day_1
Day_6
OK
41.6218
112.258
1.43141
Dag1
Day_6
Day_6_JQ1
112.258
162.916
0.53731


Mrc2
Day_1
Day_6
OK
2.27393
76.5869
5.07384
Mrc2
Day_6
Day_6_JQ1
76.5869
111.626
0.54351


Rarb
Day_1
Day_6
OK
18.859
48.4333
1.36075
Rarb
Day_6
Day_6_JQ1
48.4333
70.6683
0.54506


Tinagl1
Day_1
Day_6
OK
92.7868
221.772
1.25709
Tinagl1
Day_6
Day_6_JQ1
221.772
326.013
0.55585


Nuf2
Day_1
Day_6
OK
0.16616
6.26115
5.23583
Nuf2
Day_6
Day_6_JQ1
6.26115
9.22711
0.55945


Arhgef17
Day_1
Day_6
OK
6.9294
23.7663
1.77811
Arhgef17
Day_6
Day_6_JQ1
23.7663
35.1441
0.56437


Adam15
Day_1
Day_6
OK
13.2573
52.9726
1.99846
Adam15
Day_6
Day_6_JQ1
52.9726
78.5951
0.56919


Tro
Day_1
Day_6
OK
0.35325
4.92171
3.80039
Tro
Day_6
Day_6_JQ1
4.92171
7.30735
0.57019


Cyb5r3
Day_1
Day_6
OK
85.2756
172.182
1.01373
Cyb5r3
Day_6
Day_6_JQ1
172.182
256.005
0.57224


Ckb
Day_1
Day_6
OK
26.6799
208.452
2.96589
Ckb
Day_6
Day_6_JQ1
208.452
310.111
0.57307


Snap47
Day_1
Day_6
OK
19.6018
69.4621
1.82524
Snap47
Day_6
Day_6_JQ1
69.4621
103.523
0.57565


Ndc80
Day_1
Day_6
OK
0.32489
5.76587
4.14951
Ndc80
Day_6
Day_6_JQ1
5.76587
8.60445
0.57754


BC018242
Day_1
Day_6
OK
3.40851
11.5402
1.75945
BC018242
Day_6
Day_6_JQ1
11.5402
17.3751
0.59036


Zbtb7c
Day_1
Day_6
OK
1.02532
5.24073
2.3537
Zbtb7c
Day_6
Day_6_JQ1
5.24073
7.89481
0.59114


Gstt3
Day_1
Day_6
OK
2.90241
9.5465
1.71772
Gstt3
Day_6
Day_6_JQ1
9.5465
14.4369
0.59672


Scrn1
Day_1
Day_6
OK
0.34413
5.22481
3.92438
Scrn1
Day_6
Day_6_JQ1
5.22481
7.91099
0.59848


Kif22
Day_1
Day_6
OK
1.06984
9.87145
3.20587
Kif22
Day_6
Day_6_JQ1
9.87145
14.9542
0.59921


Lphn1
Day_1
Day_6
OK
6.46648
13.2649
1.03656
Lphn1
Day_6
Day_6_JQ1
13.2649
20.1469
0.60295


Sipa1l1
Day_1
Day_6
OK
5.08935
18.8508
1.88907
Sipa1l1
Day_6
Day_6_JQ1
18.8508
28.6555
0.60419


Twist1
Day_1
Day_6
OK
4.02431
13.135
1.70661
Twist1
Day_6
Day_6_JQ1
13.135
19.9784
0.60502


Kif4
Day_1
Day_6
OK
0.1042
4.82026
5.53164
Kif4
Day_6
Day_6_JQ1
4.82026
7.33178
0.60505


Kif11
Day_1
Day_6
OK
0.20403
7.09124
5.11919
Kif11
Day_6
Day_6_JQ1
7.09124
10.8132
0.60868


Mmp11
Day_1
Day_6
OK
2.19593
23.6416
3.42842
Mmp11
Day_6
Day_6_JQ1
23.6416
36.1215
0.61153


BC031353
Day_1
Day_6
OK
2.62297
6.54601
1.31942
BC031353
Day_6
Day_6_JQ1
6.54601
10.0028
0.61172


S100a6
Day_1
Day_6
OK
249.02
1051.65
2.07832
S100a6
Day_6
Day_6_JQ1
1051.65
1608.42
0.61299


Elovl5
Day_1
Day_6
OK
20.7934
42.7846
1.04097
Elovl5
Day_6
Day_6_JQ1
42.7846
65.5058
0.61453


1600014C10Rik
Day_1
Day_6
OK
6.37767
13.9803
1.1323
1600014C10Rik
Day_6
Day_6_JQ1
13.9803
21.437
0.6167


Tmem53
Day_1
Day_6
OK
0.66088
11.3331
4.10002
Tmem53
Day_6
Day_6_JQ1
11.3331
17.4035
0.61883


Smc4
Day_1
Day_6
OK
7.69177
22.0455
1.51909
Smc4
Day_6
Day_6_JQ1
22.0455
33.8803
0.61997


Pygb
Day_1
Day_6
OK
12.7507
27.3579
1.10138
Pygb
Day_6
Day_6_JQ1
27.3579
42.1403
0.62325


Pbx1
Day_1
Day_6
OK
9.71944
31.4665
1.69487
Pbx1
Day_6
Day_6_JQ1
31.4665
48.4716
0.62332


Melk
Day_1
Day_6
OK
0.20231
4.84753
4.58261
Melk
Day_6
Day_6_JQ1
4.84753
7.46724
0.62333


Prc1
Day_1
Day_6
OK
0.84883
19.8871
4.55022
Prc1
Day_6
Day_6_JQ1
19.8871
30.6759
0.62527


Foxm1
Day_1
Day_6
OK
1.12178
10.1786
3.18167
Foxm1
Day_6
Day_6_JQ1
10.1786
15.7609
0.63081


Apln
Day_1
Day_6
OK
1.44594
10.3508
2.83966
Apln
Day_6
Day_6_JQ1
10.3508
16.0329
0.6313


Cks1b
Day_1
Day_6
OK
18.0279
73.4148
2.02584
Cks1b
Day_6
Day_6_JQ1
73.4148
113.98
0.63464


Dlgap5
Day_1
Day_6
OK
0.2621
7.03835
4.74707
Dlgap5
Day_6
Day_6_JQ1
7.03835
10.9428
0.63668


Cdk1
Day_1
Day_6
OK
0.62317
18.5089
4.89244
Cdk1
Day_6
Day_6_JQ1
18.5089
28.779
0.6368


Ccnb2
Day_1
Day_6
OK
0.59555
14.5655
4.61219
Ccnb2
Day_6
Day_6_JQ1
14.5655
22.7753
0.64491


Gas1
Day_1
Day_6
OK
1.58789
51.3516
5.01522
Gas1
Day_6
Day_6_JQ1
51.3516
80.3077
0.64513


Gmnn
Day_1
Day_6
OK
3.43057
12.6804
1.88608
Gmnn
Day_6
Day_6_JQ1
12.6804
19.8433
0.64605


Ddr2
Day_1
Day_6
OK
17.9982
40.3519
1.16478
Ddr2
Day_6
Day_6_JQ1
40.3519
63.2059
0.64742


Tfdp2
Day_1
Day_6
OK
2.8816
6.75582
1.22926
Tfdp2
Day_6
Day_6_JQ1
6.75582
10.5854
0.64788


Osr1
Day_1
Day_6
OK
1.41811
10.5979
2.90174
Osr1
Day_6
Day_6_JQ1
10.5979
16.6329
0.65026


Ephb3
Day_1
Day_6
OK
1.34668
10.5143
2.96488
Ephb3
Day_6
Day_6_JQ1
10.5143
16.6667
0.66461


Arhgap11a
Day_1
Day_6
OK
1.87972
8.16252
2.1185
Arhgap11a
Day_6
Day_6_JQ1
8.16252
12.9839
0.66964


Smc2
Day_1
Day_6
OK
5.13697
12.2769
1.25696
Smc2
Day_6
Day_6_JQ1
12.2769
19.557
0.67174


Hand2
Day_1
Day_6
OK
7.88479
69.2278
3.13421
Hand2
Day_6
Day_6_JQ1
69.2278
110.598
0.6759


Hmmr
Day_1
Day_6
OK
0.14398
10.6929
6.21466
Hmmr
Day_6
Day_6_JQ1
10.6929
17.0843
0.67602


Ptgr1
Day_1
Day_6
OK
4.81003
15.6172
1.69902
Ptgr1
Day_6
Day_6_JQ1
15.6172
25.0296
0.6805


Cadm4
Day_1
Day_6
OK
1.31914
14.4092
3.44932
Cadm4
Day_6
Day_6_JQ1
14.4092
23.19
0.68651


Slit2
Day_1
Day_6
OK
0.62565
9.23408
3.88355
Slit2
Day_6
Day_6_JQ1
9.23408
14.8622
0.68661


Colec11
Day_1
Day_6
OK
7.38427
42.7652
2.53391
Colec11
Day_6
Day_6_JQ1
42.7652
68.8593
0.68722


Cpt1c
Day_1
Day_6
OK
3.45645
18.9279
2.45315
Cpt1c
Day_6
Day_6_JQ1
18.9279
30.5415
0.69026


Pxmp4
Day_1
Day_6
OK
2.6137
10.9554
2.06748
Pxmp4
Day_6
Day_6_JQ1
10.9554
17.7124
0.69312


Afap1l2
Day_1
Day_6
OK
2.00581
36.3858
4.18112
Afap1l2
Day_6
Day_6_JQ1
36.3858
58.9193
0.69537


Cend1
Day_1
Day_6
OK
0.24235
4.69509
4.27599
Cend1
Day_6
Day_6_JQ1
4.69509
7.61491
0.69768


Nkd1
Day_1
Day_6
OK
3.21698
10.4236
1.69607
Nkd1
Day_6
Day_6_JQ1
10.4236
16.9471
0.70119


Id3
Day_1
Day_6
OK
182.706
651.261
1.83371
Id3
Day_6
Day_6_JQ1
651.261
1063.75
0.70785


Ephx1
Day_1
Day_6
OK
14.1851
80.7597
2.50926
Ephx1
Day_6
Day_6_JQ1
80.7597
132.832
0.7179


Hadh
Day_1
Day_6
OK
15.7722
33.9076
1.10423
Hadh
Day_6
Day_6_JQ1
33.9076
56.1898
0.7287


Mki67
Day_1
Day_6
OK
0.57478
16.7576
4.86568
Mki67
Day_6
Day_6_JQ1
16.7576
27.8603
0.73339


Kif2c
Day_1
Day_6
OK
0.08168
7.07907
6.43743
Kif2c
Day_6
Day_6_JQ1
7.07907
11.8118
0.7386


Cenph
Day_1
Day_6
OK
0.48507
5.33307
3.4587
Cenph
Day_6
Day_6_JQ1
5.33307
8.89881
0.73865


Tmsb10
Day_1
Day_6
OK
264.817
668.693
1.33635
Tmsb10
Day_6
Day_6_JQ1
668.693
1117.74
0.74117


BC046404
Day_1
Day_6
OK
3.56512
16.3393
2.19633
BC046404
Day_6
Day_6_JQ1
16.3393
27.3155
0.74137


E2f1
Day_1
Day_6
OK
2.33339
12.5964
2.43251
E2f1
Day_6
Day_6_JQ1
12.5964
21.0746
0.7425


D2Ertd750e
Day_1
Day_6
OK
0.74234
6.14865
3.05013
D2Ertd750e
Day_6
Day_6_JQ1
6.14865
10.3027
0.74469


Spry1
Day_1
Day_6
OK
7.45186
26.4358
1.82682
Spry1
Day_6
Day_6_JQ1
26.4358
44.5222
0.75203


Kif20b
Day_1
Day_6
OK
0.7828
4.3217
2.46488
Kif20b
Day_6
Day_6_JQ1
4.3217
7.29913
0.75613


Diap3
Day_1
Day_6
OK
0.23656
6.33959
4.74413
Diap3
Day_6
Day_6_JQ1
6.33959
10.7413
0.76071


Aurkb
Day_1
Day_6
OK
0.43067
10.7428
4.64064
Aurkb
Day_6
Day_6_JQ1
10.7428
18.2306
0.76299


Gyg
Day_1
Day_6
OK
23.9741
48.3962
1.01342
Gyg
Day_6
Day_6_JQ1
48.3962
82.2854
0.76574


Bambi
Day_1
Day_6
OK
2.98618
11.8601
1.98974
Bambi
Day_6
Day_6_JQ1
11.8601
20.2742
0.77353


Bicc1
Day_1
Day_6
OK
5.88022
50.5532
3.10386
Bicc1
Day_6
Day_6_JQ1
50.5532
86.5801
0.77623


Gpm6b
Day_1
Day_6
OK
2.69918
11.5364
2.0956
Gpm6b
Day_6
Day_6_JQ1
11.5364
19.7607
0.77643


Fignl1
Day_1
Day_6
OK
1.9668
7.3073
1.89349
Fignl1
Day_6
Day_6_JQ1
7.3073
12.5326
0.77828


Fscn1
Day_1
Day_6
OK
99.7474
224.268
1.16887
Fscn1
Day_6
Day_6_JQ1
224.268
385.037
0.77977


Cenpe
Day_1
Day_6
OK
0.20724
5.31127
4.67967
Cenpe
Day_6
Day_6_JQ1
5.31127
9.12855
0.78133


Cdca3
Day_1
Day_6
OK
0.50015
18.2337
5.18809
Cdca3
Day_6
Day_6_JQ1
18.2337
31.4087
0.78456


Ccnf
Day_1
Day_6
OK
1.03748
6.84076
2.72108
Ccnf
Day_6
Day_6_JQ1
6.84076
11.7934
0.78576


Fbxo5
Day_1
Day_6
OK
1.58829
6.87728
2.11436
Fbxo5
Day_6
Day_6_JQ1
6.87728
11.9069
0.79189


Chaf1a
Day_1
Day_6
OK
2.84919
9.72837
1.77164
Chaf1a
Day_6
Day_6_JQ1
9.72837
16.8473
0.79225


Rad51
Day_1
Day_6
OK
0.71715
6.95591
3.2779
Rad51
Day_6
Day_6_JQ1
6.95591
12.1115
0.80007


Mxd4
Day_1
Day_6
OK
20.0829
43.5914
1.11808
Mxd4
Day_6
Day_6_JQ1
43.5914
76.146
0.80472


Slc2a8
Day_1
Day_6
OK
3.05054
9.19196
1.59131
Slc2a8
Day_6
Day_6_JQ1
9.19196
16.1545
0.8135


Ptrf
Day_1
Day_6
OK
45.433
147.463
1.69854
Ptrf
Day_6
Day_6_JQ1
147.463
259.645
0.81618


Top2a
Day_1
Day_6
OK
0.66522
23.1815
5.12299
Top2a
Day_6
Day_6_JQ1
23.1815
41.0029
0.82275


Meis1
Day_1
Day_6
OK
4.50446
13.9908
1.63505
Meis1
Day_6
Day_6_JQ1
13.9908
24.7836
0.8249


Barx1
Day_1
Day_6
OK
0.80072
6.44345
3.00847
Barx1
Day_6
Day_6_JQ1
6.44345
11.4288
0.82677


Nek2
Day_1
Day_6
OK
0.18185
6.46598
5.15203
Nek2
Day_6
Day_6_JQ1
6.46598
11.522
0.83345


Aug-00
Day_1
Day_6
OK
2.18631
63.7502
4.86586
Aug-00
Day_6
Day_6_JQ1
63.7502
113.948
0.83787


Bub1
Day_1
Day_6
OK
0.06873
5.0278
6.19288
Bub1
Day_6
Day_6_JQ1
5.0278
8.99346
0.83895


Cdon
Day_1
Day_6
OK
2.00259
9.37626
2.22715
Cdon
Day_6
Day_6_JQ1
9.37626
16.8708
0.84744


Birc5
Day_1
Day_6
OK
0.87651
28.0229
4.99869
Birc5
Day_6
Day_6_JQ1
28.0229
50.4974
0.8496


Fam123b
Day_1
Day_6
OK
2.07636
5.2225
1.33068
Fam123b
Day_6
Day_6_JQ1
5.2225
9.43046
0.85259


Kifc1
Day_1
Day_6
OK
0.4616
8.77026
4.24789
Kifc1
Day_6
Day_6_JQ1
8.77026
15.9311
0.86115


Cep55
Day_1
Day_6
OK
0.71923
7.23919
3.3313
Cep55
Day_6
Day_6_JQ1
7.23919
13.1668
0.86301


Ddr1
Day_1
Day_6
OK
11.4971
58.3424
2.34328
Ddr1
Day_6
Day_6_JQ1
58.3424
106.289
0.86537


Mad2l1
Day_1
Day_6
OK
2.98757
17.4725
2.54805
Mad2l1
Day_6
Day_6_JQ1
17.4725
31.9743
0.87182


Ghr
Day_1
Day_6
OK
8.91835
33.0628
1.89036
Ghr
Day_6
Day_6_JQ1
33.0628
60.5749
0.87351


Rbp1
Day_1
Day_6
OK
10.8502
119.075
3.45608
Rbp1
Day_6
Day_6_JQ1
119.075
218.378
0.87496


Casc4
Day_1
Day_6
OK
8.96553
20.03
1.1597
Casc4
Day_6
Day_6_JQ1
20.03
36.8307
0.87875


Kif23
Day_1
Day_6
OK
0.77133
6.45484
3.06497
Kif23
Day_6
Day_6_JQ1
6.45484
11.9374
0.88703


Shcbp1
Day_1
Day_6
OK
0.20221
6.48548
5.00327
Shcbp1
Day_6
Day_6_JQ1
6.48548
11.9996
0.8877


Ncapd2
Day_1
Day_6
OK
3.2224
10.0027
1.63418
Ncapd2
Day_6
Day_6_JQ1
10.0027
18.5667
0.89233


Nusap1
Day_1
Day_6
OK
0.22436
5.38904
4.58612
Nusap1
Day_6
Day_6_JQ1
5.38904
10.0613
0.90071


Timp2
Day_1
Day_6
OK
30.5458
176.05
2.52694
Timp2
Day_6
Day_6_JQ1
176.05
329.559
0.90455


Cdca5
Day_1
Day_6
OK
0.40063
5.38662
3.74903
Cdca5
Day_6
Day_6_JQ1
5.38662
10.0872
0.90508


Spag5
Day_1
Day_6
OK
0.10357
5.21072
5.65285
Spag5
Day_6
Day_6_JQ1
5.21072
9.80302
0.91174


Ncapg2
Day_1
Day_6
OK
1.61099
6.09607
1.91993
Ncapg2
Day_6
Day_6_JQ1
6.09607
11.6063
0.92896


Bcmo1
Day_1
Day_6
OK
24.8771
83.7036
1.75047
Bcmo1
Day_6
Day_6_JQ1
83.7036
159.902
0.93383


Ckap2
Day_1
Day_6
OK
2.71366
17.3132
2.67356
Ckap2
Day_6
Day_6_JQ1
17.3132
33.1117
0.93547


Clca1
Day_1
Day_6
OK
1.25274
26.7946
4.41879
Clca1
Day_6
Day_6_JQ1
26.7946
52.2679
0.96398


Klhl13
Day_1
Day_6
OK
2.2679
50.9016
4.48828
Klhl13
Day_6
Day_6_JQ1
50.9016
100
0.97423


Lama1
Day_1
Day_6
OK
1.17131
8.49297
2.85814
Lama1
Day_6
Day_6_JQ1
8.49297
16.8277
0.98649


Wdr6
Day_1
Day_6
OK
10.7278
28.5176
1.4105
Wdr6
Day_6
Day_6_JQ1
28.5176
56.5942
0.9888


Reck
Day_1
Day_6
OK
3.73372
8.74178
1.22731
Reck
Day_6
Day_6_JQ1
8.74178
17.3878
0.99207


Rrm2
Day_1
Day_6
OK
2.39336
34.2032
3.83702
Rrm2
Day_6
Day_6_JQ1
34.2032
68.04
0.99225


Pla2r1
Day_1
Day_6
OK
1.92972
13.362
2.79168
Pla2r1
Day_6
Day_6_JQ1
13.362
26.6778
0.9975


Igf2r
Day_1
Day_6
OK
12.7405
33.831
1.40892
Igf2r
Day_6
Day_6_JQ1
33.831
67.7147
1.00112


Cd248
Day_1
Day_6
OK
0.99919
58.5667
5.87317
Cd248
Day_6
Day_6_JQ1
58.5667
118.878
1.02133


Fbln1
Day_1
Day_6
OK
0.9594
6.62881
2.78855
Fbln1
Day_6
Day_6_JQ1
6.62881
13.4635
1.02224


Shisa2
Day_1
Day_6
OK
0.45469
71.1475
7.28978
Shisa2
Day_6
Day_6_JQ1
71.1475
144.995
1.02712


Sbsn
Day_1
Day_6
OK
1.3781
7.98866
2.53528
Sbsn
Day_6
Day_6_JQ1
7.98866
16.3231
1.03089


Peg10
Day_1
Day_6
OK
1.30056
59.2925
5.51065
Peg10
Day_6
Day_6_JQ1
59.2925
121.813
1.03874


Egr1
Day_1
Day_6
OK
16.8092
67.8666
2.01345
Egr1
Day_6
Day_6_JQ1
67.8666
141.166
1.05662


Ncaph
Day_1
Day_6
OK
2.36158
7.72022
1.70889
Ncaph
Day_6
Day_6_JQ1
7.72022
16.1078
1.06105


Igfbp6
Day_1
Day_6
OK
3.51816
25.1305
2.83655
Igfbp6
Day_6
Day_6_JQ1
25.1305
52.4488
1.06147


Scara3
Day_1
Day_6
OK
8.36565
20.633
1.3024
Scara3
Day_6
Day_6_JQ1
20.633
43.4366
1.07396


Atoh8
Day_1
Day_6
OK
2.61153
34.6452
3.72969
Atoh8
Day_6
Day_6_JQ1
34.6452
73.1716
1.07863


Gamt
Day_1
Day_6
OK
0.85939
6.04897
2.81531
Gamt
Day_6
Day_6_JQ1
6.04897
12.8445
1.08639


Prelp
Day_1
Day_6
OK
14.0376
574.066
5.35385
Prelp
Day_6
Day_6_JQ1
574.066
1220.99
1.08877


Mapk8ip1
Day_1
Day_6
OK
2.90214
7.61518
1.39176
Mapk8ip1
Day_6
Day_6_JQ1
7.61518
16.3375
1.10123


Plat
Day_1
Day_6
OK
16.9511
65.2445
1.94448
Plat
Day_6
Day_6_JQ1
65.2445
141.636
1.11826


Pcsk6
Day_1
Day_6
OK
1.62232
7.28721
2.1673
Pcsk6
Day_6
Day_6_JQ1
7.28721
16.0741
1.1413


S100a4
Day_1
Day_6
OK
8.52213
113.335
3.73323
S100a4
Day_6
Day_6_JQ1
113.335
250.226
1.14264


Fhl1
Day_1
Day_6
OK
38.0191
226.187
2.57272
Fhl1
Day_6
Day_6_JQ1
226.187
503.063
1.15322


Emilin2
Day_1
Day_6
OK
7.2383
39.2756
2.43991
Emilin2
Day_6
Day_6_JQ1
39.2756
88.1199
1.16583


Asf1b
Day_1
Day_6
OK
2.65062
10.1429
1.93607
Asf1b
Day_6
Day_6_JQ1
10.1429
22.9334
1.17697


Pcyox1
Day_1
Day_6
OK
21.9975
59.619
1.43843
Pcyox1
Day_6
Day_6_JQ1
59.619
135.704
1.18662


Fam117a
Day_1
Day_6
OK
1.51063
6.83129
2.177
Fam117a
Day_6
Day_6_JQ1
6.83129
15.5563
1.18727


Zwilch
Day_1
Day_6
OK
0.91737
5.87362
2.67867
Zwilch
Day_6
Day_6_JQ1
5.87362
13.4294
1.19307


Itm2a
Day_1
Day_6
OK
1.53022
25.9026
4.08129
Itm2a
Day_6
Day_6_JQ1
25.9026
59.8717
1.20878


Spc25
Day_1
Day_6
OK
1.24637
11.7693
3.23923
Spc25
Day_6
Day_6_JQ1
11.7693
27.2563
1.21156


Itga1
Day_1
Day_6
OK
11.1952
42.8116
1.93512
Itga1
Day_6
Day_6_JQ1
42.8116
101.182
1.24087


Epha7
Day_1
Day_6
OK
1.22068
4.81249
1.97909
Epha7
Day_6
Day_6_JQ1
4.81249
11.3808
1.24175


Hspa2
Day_1
Day_6
OK
2.76943
8.25548
1.57576
Hspa2
Day_6
Day_6_JQ1
8.25548
19.5751
1.24559


Hist1h1c
Day_1
Day_6
OK
42.2787
101.881
1.26888
Hist1h1c
Day_6
Day_6_JQ1
101.881
246.293
1.27349


Figf
Day_1
Day_6
OK
0.38804
11.1285
4.84192
Figf
Day_6
Day_6_JQ1
11.1285
27.0541
1.28158


Qpct
Day_1
Day_6
OK
9.06177
34.6815
1.9363
Qpct
Day_6
Day_6_JQ1
34.6815
87.1308
1.32901


Serpini1
Day_1
Day_6
OK
0.91764
4.84342
2.40003
Serpini1
Day_6
Day_6_JQ1
4.84342
12.3234
1.3473


Pkia
Day_1
Day_6
OK
2.10564
10.9865
2.38341
Pkia
Day_6
Day_6_JQ1
10.9865
28.0014
1.34976


Ptms
Day_1
Day_6
OK
104.072
246.064
1.24145
Ptms
Day_6
Day_6_JQ1
246.064
627.919
1.35154


Hmgn3
Day_1
Day_6
OK
5.24461
23.3317
2.15338
Hmgn3
Day_6
Day_6_JQ1
23.3317
59.5606
1.35207


Prss35
Day_1
Day_6
OK
0.32611
9.28011
4.83072
Prss35
Day_6
Day_6_JQ1
9.28011
23.844
1.36141


Snai2
Day_1
Day_6
OK
1.44675
8.90852
2.62237
Snai2
Day_6
Day_6_JQ1
8.90852
23.1888
1.38017


Slc9a3r1
Day_1
Day_6
OK
30.6589
61.6482
1.00775
Slc9a3r1
Day_6
Day_6_JQ1
61.6482
161.158
1.38634


Tbx20
Day_1
Day_6
OK
5.71776
20.8407
1.86588
Tbx20
Day_6
Day_6_JQ1
20.8407
54.5866
1.38914


Gdf11
Day_1
Day_6
OK
1.50056
8.7254
2.53972
Gdf11
Day_6
Day_6_JQ1
8.7254
22.9531
1.39539


Lum
Day_1
Day_6
OK
18.2755
180.682
3.30547
Lum
Day_6
Day_6_JQ1
180.682
485.984
1.42745


Fgfr2
Day_1
Day_6
OK
7.17234
31.2281
2.12233
Fgfr2
Day_6
Day_6_JQ1
31.2281
86.0077
1.46162


Isyna1
Day_1
Day_6
OK
16.3615
41.1524
1.33067
Isyna1
Day_6
Day_6_JQ1
41.1524
113.425
1.46269


Fam83d
Day_1
Day_6
OK
1.50658
8.52721
2.5008
Fam83d
Day_6
Day_6_JQ1
8.52721
24.1741
1.50332


Hmcn1
Day_1
Day_6
OK
0.59801
4.70187
2.97498
Hmcn1
Day_6
Day_6_JQ1
4.70187
13.3966
1.51056


Arxes2
Day_1
Day_6
OK
0.32244
9.31609
4.85261
Arxes2
Day_6
Day_6_JQ1
9.31609
27.1896
1.54526


Mmp17
Day_1
Day_6
OK
0.89231
8.60914
3.27025
Mmp17
Day_6
Day_6_JQ1
8.60914
25.3895
1.56029


Sesn3
Day_1
Day_6
OK
2.90474
9.04681
1.639
Sesn3
Day_6
Day_6_JQ1
9.04681
27.3512
1.59612


Upk1b
Day_1
Day_6
OK
1.07085
25.0577
4.54842
Upk1b
Day_6
Day_6_JQ1
25.0577
78.8086
1.6531


Tcf19
Day_1
Day_6
OK
2.37714
13.6858
2.52539
Tcf19
Day_6
Day_6_JQ1
13.6858
43.53
1.66932


Sdpr
Day_1
Day_6
OK
3.87385
27.4875
2.82694
Sdpr
Day_6
Day_6_JQ1
27.4875
94.9074
1.78774


Col14a1
Day_1
Day_6
OK
5.80191
52.3728
3.17422
Col14a1
Day_6
Day_6_JQ1
52.3728
181.433
1.79255


Fbln5
Day_1
Day_6
OK
4.40396
22.6672
2.36373
Fbln5
Day_6
Day_6_JQ1
22.6672
79.5082
1.8105


H2afx
Day_1
Day_6
OK
14.969
43.7663
1.54784
H2afx
Day_6
Day_6_JQ1
43.7663
155.278
1.82696


Abat
Day_1
Day_6
OK
3.2569
9.85593
1.59749
Abat
Day_6
Day_6_JQ1
9.85593
35.0761
1.83142


H1fx
Day_1
Day_6
OK
0.47677
14.1724
4.89365
H1fx
Day_6
Day_6_JQ1
14.1724
50.515
1.83363


Peg3
Day_1
Day_6
OK
0.37894
9.11016
4.58744
Peg3
Day_6
Day_6_JQ1
9.11016
37.0421
2.02362


Dzip1
Day_1
Day_6
OK
1.06203
7.4541
2.81121
Dzip1
Day_6
Day_6_JQ1
7.4541
31.5814
2.08297


H19
Day_1
Day_6
OK
0.70481
19.2203
4.76926
H19
Day_6
Day_6_JQ1
19.2203
82.2113
2.0967


Adamts5
Day_1
Day_6
OK
0.66941
20.6435
4.94666
Adamts5
Day_6
Day_6_JQ1
20.6435
91.9646
2.15539


Rtn1
Day_1
Day_6
OK
1.38392
10.0727
2.86361
Rtn1
Day_6
Day_6_JQ1
10.0727
47.263
2.23026


Svep1
Day_1
Day_6
OK
0.85337
17.4189
4.35133
Svep1
Day_6
Day_6_JQ1
17.4189
86.2113
2.30723


1190002N15Rik
Day_1
Day_6
OK
7.94395
21.8157
1.45744
1190002N15Rik
Day_6
Day_6_JQ1
21.8157
132.567
2.60328


Efemp1
Day_1
Day_6
OK
12.3716
29.4527
1.25137
Efemp1
Day_6
Day_6_JQ1
29.4527
205.387
2.80187


Aldh1a1
Day_1
Day_6
OK
5.0413
39.4483
2.9681
Aldh1a1
Day_6
Day_6_JQ1
39.4483
311.654
2.98191


Aard
Day_1
Day_6
OK
2.08082
9.44578
2.18251
Aard
Day_6
Day_6_JQ1
9.44578
83.973
3.15218









A heatmap of genes selected based on the highest magnitude of JQ1-mediated suppression illustrated an important role of BETs in regulating inducible gene expression during HSC activation into myofibroblasts (FIG. 8A). GO analysis of activation-induced genes that were suppressed by JQ1 revealed that BETs facilitate expression of a wide spectrum of biological processes and cellular components known to play critical roles in HSC transdifferentiation into myofibroblasts and liver fibrosis, including extracellular region, extracellular matrix (ECM), collagens, integrins, muscle contraction and focal adhesion (FIG. 8D), which is highly consistent with the GO analysis of putative BET target genes in LX-2 cells (FIG. 2B). Notably, during activation of HSCs into myofibroblasts, induction of key marker genes such as Col1a1, Acta2, Col1a2 and Des is drastically abolished by JQ1 (FIG. 8A & FIG. 9), indicating that BETs are essential for myofibroblast activation. Indeed, JQ1 treatment dramatically arrested HSCs transdifferentation into myofibroblasts phenotypically, such that the morphology, Acta2 distribution and lipid content of treated cells closely resembled quiescent (day 1) cells (FIG. 8F-8G).


Example 6
BET Inhibition Blocks Proliferation Underlying HSC Activation into Myofbibroblasts

The pathological relevance of HSC activation into myofibroblasts in liver fibrosis is not only established by induction of pro-fibrotic gene expression in individual cells but also manifested by acquired proliferative potential1, 2, 4


Interestingly, JQ1 exhibited significant anti-proliferative activity against activated HSCs in a dose-dependent manner (FIG. 10A) an effect that was not due to either apoptosis (FIG. 10B) or cellular senescence (FIG. 10C). Cell proliferation assays using BrdU revealed that JQ1 caused a significant decrease in BrdU incorporation into activated HSCs (FIG. 10D), indicating that BETs are important for proliferation of activated HSCs. Since platelet-derived growth factor (PDGF) signaling is a potent mitogenic pathway in myofibroblasts21 and this pathway is directly targeted by BET-loaded super-enhancers (FIGS. 2D & 2H), we speculated that BETs might functionally communicate with this pathway to regulate proliferation in activated HSCs. Gene expression analysis revealed that JQ1 disrupted induction of key PDGF pathway components such as Pdgfrb and downstream mitogenic targets, such as Ccnd122, during HSC activation (FIG. 10E) without perturbing Ccnd2 and Myc expression (FIG. 10F). Similar findings were obtained in LX-2 cells (FIGS. 11A-1 IF). Thus, in addition to their role in controlling pro-fibrotic gene expression, these results support BETs as critical mitogenic regulators of myofibroblasts.


Example 7
BET Inhibition Ameliorates Liver Fibrosis In Vivo

The ability of BET inhibition as a pharmacological approach to attenuate liver fibrosis in vivo was examined, based on the role of BETs and pro-fibrotic super-enhancers in governing myofibroblast activation. The ability of JQ1 to prevent liver fibrosis in a standard mouse model was tested, where liver injury and an associated wound healing response is induced by carbon tetrachloride (CCl4).


By four weeks, the livers of CCl4-treated C57BL/6J mice exhibited extensive bridging fibrosis and substantial collagen deposition, whereas CCl4/JQ1-co-treated mice demonstrated a dramatic reduction fibrosis as well as markers of HSC activation (FIG. 12A and FIG. 13A). These results were confirmed by quantitation of Sirius red staining, hepatic hydroxyproline content, Acta2 expression and histological fibrotic scoring (FIGS. 13C-13G). Liver injury due to CCl4 was not significantly impacted upon by JQ1 as assessed by serum alanine aminotransferase (ALT) (FIG. 12B). At the molecular level, mRNA-Seq analysis confirmed significant suppression of CCl4-induced key fibrotic marker genes by JQ1 treatment in liver (FIG. 13B and FIG. 12C).


Example 8
Therapeutic Effects of BET Inhibition Against Liver Fibrosis

The dramatic anti-fibrotic properties of JQ1 in vitro and in vivo raised an intriguing and more clinically relevant question about the therapeutic effects of BET inhibition against liver fibrosis. Therefore, the ability of JQ1 to prevent progression of ongoing liver fibrosis was determined. In this regard, liver fibrosis was first initiated in C57BL/6J mice by CCl4 treatment for three weeks prior to CCl4/JQ1-co-treatment for an additional three weeks (FIG. 14A).


Remarkably, JQ1 blocked the progression of liver fibrosis as determined by histological scoring, quantitation of Sirius red staining, hepatic hydroxyproline content and pro-fibrotic marker gene expression (FIGS. 14B-14F). In addition, HSC activation in livers was examined from control and JQ1-treated mice following chronic CCl4 administration using quantitative Acta2 immunohistochemistry and it was observed that CCl4-induced HSC activation was dramatically reduced by JQ1 treatment (FIGS. 14G-14J). This data demonstrates that small molecule-mediated BET inhibition has the capability to ameliorate liver fibrosis.


Example 9
Therapeutic Effects of BET Inhibition Against Pancreatic Cancer Cell Lines

Pancreatic cancer cell lines (AsPc1, MIAPaCa2, PancT and P53 2.1.1) were embedded in HyStem®-C hydrogels (ESI-BIO) at a concentration of 5×105 cells/ml. For astromal hydrogels, Glycosil® and Extralink™ components were resuspended in degassed H2O per manufacturer's procotol, and Glycosil®+degassed H2O+Extralink™ were combined in a 1:1:1 ratio. For the stromal hydrogels, Glycosil®, Gelin-S® (denatured collagens), and Extralink™ components were resuspended in degassed H2O per manufacturer's procotol, and Glycosil®+Gelin-S®+Extralink™ were combined in a 1:1:1 ratio. Pancreatic cancer cells were resuspended in the hydrogels and seeded into 96-well plates, 100 μl/well (5×104 cells/well). Triplicate wells were seeded for each condition to be tested. After hydrogel polymerization was evident (30-45 minutes), DMEM+10% FBS was added to astromal wells and conditioned media from cancer-associated PSCs was added to stromal wells. Conditioned media was prepared by growing primary cancer-associated PSCs (grown out of human pancreatic tumors) to confluency, changing to fresh DMEM+10% FBS, then collecting the media after 48 hours and passing through a 0.45 um filter to clear debris. Vehicle (DMSO) was added to control wells for both astromal and stromal conditions, and 500 nM JQ1 was added to experimental wells for both conditions. Viability assays were performed after 72 hours using the Cell TiterGlo reagent (Promega) according to the manufacturer's instructions, but with a 45 minute incubation to ensure efficient lysis in 3D cultures.


As shown in FIG. 15, JQ1 significantly reduced growth of pancreatic cancer cell lines in vitro. Thus JQ1 and other BET inhibitors as part of the compositions provided herein can be used to reduce pancreatic fibrosis and/or pancreatic cancer, such as a reduction of growth or viability of such cells by at least 20%, at least 40%, at least 50%, at least 70%, at least 75%, at least 80%, as compared to an absence of such treatment.


Example 10
Therapeutic Effects of BET Inhibition Against Orthotopic Allografts

The p53 2.1.1 cell line, a luciferase-expressing cell line derived from autochthonous pancreatic cancer in pure FVB/n mice, was used for orthotopic transplantation into pancreata of immune-competent FVB/n hosts. Cells were resuspended in 50% DMEM+10% FBS, 50% Matrigel and 1,000 cells per mouse were injected into the body of the pancreas. One week after transplantation, transplanted mice were subject to bioluminescence imaging to measure luciferase activity and, thus, tumor burden. Mice were randomized and treated with vehicle (10% β-cyclodextrin in sterile saline) or 75 mg/kg JQ1 i.p. daily for 14 days. Mice were imaged again to measure bioluminescence signal (tumor burden) at experimental endpoint; pancreata were removed, weighed, and fixed or flash-frozen for further analysis.


As shown in FIGS. 16A and 16B, JQ1 significantly reduced BLI and pancreas weight in vivo. The pancreatic tumor cells express luciferase, which is quantified by light units, and thus is used as a measure of the tumor cell count. A decrease of about 33% was observed. Thus, a composition provided herein that includes one or more BET inhibitors can be used to decrease pancreatic tumor burden.


As shown in FIGS. 16C and 16D, JQ1 significantly reduced the number of phospho-H3+ tumor cells, and the number of CD45 and DAPI containing cells, in vivo. Phospho-histone H3 (PHH3) is an immunomarker specific for cells undergoing mitoses. A decrease in cell proliferation of about 50% was observed. CD45 is a lymphocyte common antigen, and DAPI stains nuclei. A decrease in leukocyte recruitment of about 70% was observed. Thus, a composition provided herein that includes one or more BET inhibitors can be used to decrease actively dividing cells and leukocyte recruitment. Thus, inhibition of acetyl-lysine sensing by the BET bromodomain family blocks subset of stroma-inducible expression changes, significantly reduces or inhibits tumor growth and associated inflammation in vivo.


REFERENCES




  • 1 Bataller, R. & Brenner, D. A. Liver fibrosis. J Clin Invest 115, 209-218, doi: 10.1172/JCI24282 (2005).


  • 2 Hernandez-Gea, V. & Friedman, S. L. Pathogenesis of liver fibrosis. Annu Rev Pathol 6, 425-456, (2011).


  • 3 Cohen-Naftaly, M. & Friedman, S. L. Current status of novel antifibrotic therapies in patients with chronic liver disease. Therap Adv Gastroenterol 4, 391-417, doi:10.1177/1756283X11413002 [doi]10.1177_1756283X11413002 [pii] (2011).


  • 4 Friedman, S. L. Hepatic stellate cells: protean, multifunctional, and enigmatic cells of the liver. Physiol Rev 88, 125-172, doi:88/1/125 [pii]10.1152/physrev.00013.2007 [doi] (2008).


  • 5 Ding, N. et al. A Vitamin D Receptor/SMAD Genomic Circuit Gates Hepatic Fibrotic Response. Cell 153, 601-613 (2013).


  • 6 Helin, K. & Dhanak, D. Chromatin proteins and modifications as drug targets. Nature 502, 480-488 (2013).


  • 7 Filippakopoulos, P. et al. Histone recognition and large-scale structural analysis of the human bromodomain family. Cell 149, 214-231 (2012).


  • 8 Zuber, J. et al. RNAi screen identifies Brd4 as a therapeutic target in acute myeloid leukaemia. Nature 478, 524-528 (2011).


  • 9 Delmore, J. E. et al. BET bromodomain inhibition as a therapeutic strategy to target c-Myc. Cell 146, 904-917 (2011).


  • 10 Filippakopoulos, P. et al. Selective inhibition of BET bromodomains. Nature 468, 1067-1073 (2010).


  • 11 Dawson, M. A. et al. Inhibition of BET recruitment to chromatin as an effective treatment for MLL-fusion leukaemia. Nature 478, 529-533 (2011).


  • 12 Banerjee, C. et al. BET bromodomain inhibition as a novel strategy for reactivation of HIV-1. J Leukoc Biol 92, 1147-1154 (2012).


  • 13 Nicodeme, E. et al. Suppression of inflammation by a synthetic histone mimic. Nature 468, 1119-1123 (2010).


  • 14 Anand, P. et al. BET bromodomains mediate transcriptional pause release in heart failure. Cell 154, 569-582 (2013).


  • 15 Spiltoir, J. I. et al. BET acetyl-lysine binding proteins control pathological cardiac hypertrophy. J Mol Cell Cardiol 63, 175-179 (2013).


  • 16 Bachem, M. G., Meyer, D., Melchior, R., Sell, K. M. & Gressner, A. M. Activation of rat liver perisinusoidal lipocytes by transforming growth factors derived from myofibroblastlike cells. A potential mechanism of self perpetuation in liver fibrogenesis. J Clin Invest. 89, 19-27. (1992).


  • 17 Friedman, S. L., Roll, F. J., Boyles, J., Arenson, D. M. & Bissell, D. M. Maintenance of differentiated phenotype of cultured rat hepatic lipocytes by basement membrane matrix. J Biol Chem. 264, 10756-10762. (1989).


  • 18 Geerts, A. et al. In vitro differentiation of fat-storing cells parallels marked increase of collagen synthesis and secretion. J Hepatol. 9, 59-68. (1989).


  • 19 Fish, P. V. et al. Identification of a chemical probe for bromo and extra C-terminal bromodomain inhibition through optimization of a fragment-derived hit. J Med Chem 55, 9831-9837 (2012).


  • 20 Xu, L. et al. Human hepatic stellate cell lines, LX-1 and LX-2: new tools for analysis of hepatic fibrosis. Gut 54, 142-151, doi:54/1/142 [pii]10.1136/gut.2004.042127 [doi] (2005).


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  • 24 Small, E. M. The actin-MRTF-SRF gene regulatory axis and myofibroblast differentiation. J Cardiovasc Transl Res 5, 794-804 (2012).


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  • 26 Schnabl, B. et al. The role of Smad3 in mediating mouse hepatic stellate cell activation. Hepatology. 34, 89-100. (2001).


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In view of the many possible embodiments to which the principles of the disclosure may be applied, it should be recognized that the illustrated embodiments are only examples of the invention and should not be taken as limiting the scope of the invention. Rather, the scope of the invention is defined by the following claims. We therefore claim as our invention all that comes within the scope and spirit of these claims.

Claims
  • 1. A composition comprising: a nanoparticle; anda compound that reduces the biological activity of one or more bromodomain and extra-terminal family member (BET) proteins.
  • 2. The composition of claim 1, wherein the nanoparticle comprises a lipid nanoparticle or polymeric nanoparticle.
  • 3. The composition of claim 1, wherein the one or more BET proteins comprise one or more of human bromodomain-containing protein 2 (Brd2), Brd3, and Brd4.
  • 4. The composition of claim 1, wherein the biological activity of one or more BET proteins comprises one or more of release of vitamin A, vitamin D and/or lipids from a cell.
  • 5. The composition of claim 1, wherein the compound reduces the biological activity of one or more BET proteins by at least 25% as compared to the biological activity in the absence of the compound.
  • 6. The composition of claim 1, wherein a) the compound reduces the biological activity of one or more BET proteins in a stellate cell, an epithelial cell, or both; and/orb) the compound reduces the biological activity of one or more BET proteins in a pancreatic, kidney or hepatic stellate cell.
  • 7. (canceled)
  • 8. The composition of claim 1, wherein the compound that reduces the biological activity of one or more BET proteins comprises: (a) JQ1 ((S)-tert-butyl 2-(4-(4-chlorophenyl)-2,3,9-trimethyl-6H-thieno[3,2-f][1,2,4]triazolo[4,3-a][1,4]diazepin-6-yl)acetate)
  • 9. The composition of claim 1, wherein the composition further comprises a chemotherapeutic, a biologic, a vitamin D receptor (VDR) agonist, or combinations thereof.
  • 10. The composition of claim 9, wherein the chemotherapeutic comprises gemcitabine.
  • 11. The composition of claim 9, wherein the VDR agonist is: a) vitamin D, a vitamin D precursor, a vitamin D analog, a vitamin D receptor ligand, a vitamin D receptor agonist precursor, or a combination thereof; orb) calcipotriol, 25-hydroxy-D3 (25-OH-D3) (calcidiol); vitamin D3 (cholecalciferol); vitamin D2 (ergocalciferol), 1,α25-dihydroxyvitamin D3 (calcitriol), or a combination thereof.
  • 12. (canceled)
  • 13. A method for increasing or retaining vitamin A, vitamin D, and/or lipid in an epithelial or stellate cell, comprising: contacting a therapeutically effective amount of the composition of claim 1 with the epithelial or stellate cell, thereby increasing or retaining vitamin A, vitamin D, and/or lipid in the epithelial or stellate cell.
  • 14. The method of claim 13, wherein the epithelial or stellate cell is in a subject, and wherein contacting comprises administering a therapeutically effective amount of the composition to the subject, thereby increasing or retaining vitamin A, vitamin D, and/or lipid in the epithelial or stellate cell.
  • 15. The method of claim 14, wherein the subject has a liver disease.
  • 16. The method of claim 15, wherein the liver disease is one or more of alcohol liver disease, fatty liver disease, liver fibrosis/cirrhosis, biliary fibrosis/cirrhosis, liver cancer, hepatitis, sclerosing cholangitis, Budd-Chiari syndrome, jaundice, hemochromatosis, or Wilson's disease.
  • 17. The method of claim 16, wherein the liver cancer is a hepatocellular carcinoma, cholangiocarcinoma, angiosarcoma, or hemangiosarcoma.
  • 18. The method of claim 14, wherein the subject has a pancreatic disease.
  • 19. The method of claim 18, wherein the pancreatic disease is pancreatic fibrosis, pancreatic ductal adenocarcinoma (PDA).
  • 20. The method of claim 14, wherein the subject has fibrosis of the kidney or pancreatic cancer.
  • 21. (canceled)
  • 22. A method of treating pancreatic cancer in a subject, comprising administering to the subject a therapeutically effective amount of the composition of claim 1, thereby treating the pancreatic cancer.
  • 23. The method of claim 22, wherein the pancreatic cancer is an adenocarcinoma.
  • 24. (canceled)
CROSS REFERENCE TO RELATED APPLICATIONS

This application is a continuation of U.S. patent application Ser. No. 15/226,052, filed on Aug. 2, 2016, which is a continuation of International Application No. PCT/US2015/015272, filed Feb. 10, 2015, which was published in English under PCT Article 21(2), which in turn claims the benefit of U.S. Provisional Application No. 61/938,056, filed Feb. 10, 2014, and U.S. Provisional Application No. 62/000,495, filed May 19, 2014. The prior applications are incorporated by reference herein their entirety.

ACKNOWLEDGEMENT OF GOVERNMENT SUPPORT

This invention was made with government support under Grant Nos. DK057978, DK090962, HL088093, HL105278, CA014195 and ES010337 awarded by The National Institutes of Health. The government has certain rights in the invention.

Provisional Applications (2)
Number Date Country
62000495 May 2014 US
61938056 Feb 2014 US
Continuations (2)
Number Date Country
Parent 15226052 Aug 2016 US
Child 15984146 US
Parent PCT/US2015/015272 Feb 2015 US
Child 15226052 US