FIELD OF THE INVENTION
The present invention concerns methods of treatment using one or more natriuretic peptides or derivatives thereof. More specifically, the invention concerns methods of treating or preventing cardiac dysfunction in a subject after said subject has undergone myocardial injury.
BACKGROUND
Myocardial infarction is a major cause of significant disability and death in the United States and in many other countries around the world, and accounts for approximately ⅔ of all heart failure. Hunt et al, AMERICAN COLLEGE OF CARDIOLOGY/AMERICAN Heart Association. ACC/AHA guidelines for the evaluation and management of chronic heart failure in the adult: executive summary. A report of the American College of Cardiology/American Heart Association Task Force on Practice Guidelines (Committee to revise the 1995 Guidelines for the Evaluation and Management of Heart Failure). Journal of the American College of Cardiology 2001; 38: 2101-2113. Several disease-initiating events (e.g. myocardial infarction, untreated hypertension, congenital mutations of contractile proteins) can result in a common heart disease phenotype that consists of dilation of the cardiac chambers, resulting in reduction in contractile function (i.e., a decrease in the fraction of total blood ejected from each chamber during systole) that leads to the clinical syndrome of heart failure. This phenotype generally involves a compensatory aspect that results from myocardial infarction when the normal compensatory hypertrophy of surviving, non-infarcted myocardium is insufficient. Often this compensatory mechanism is a result of the profibrotic response associated with cardiac injury.
Available therapies for heart dysfunction are insufficient, and new methods of treatment are needed. The heart responds to infarction by hypertrophy of surviving cardiac muscle in an attempt to maintain normal contraction. However, when the hypertrophy is insufficient to compensate, cardiac remodeling and reduced cardiac function result, leading to heart failure and death. Despite important advances in medical therapies for preventing cardiac dysfunction and heart failure after myocardial infarction, these problems remain a significant unsolved public health problem.
No pharmacological therapy for post MI cardiac remodeling is curative or satisfactory, and many patients die or, in selected cases, undergo heart transplantation. Presently available pharmacological therapies for reducing cardiac dysfunction and reducing mortality in patients with heart failure fall into three main categories: angiotensin-converting enzyme (ACE) inhibitors, beta adrenergic receptor (OAR) antagonists, and aldosterone antagonists. Despite reducing mortality, patients treated with these medicines remain at significantly increased rislc for death compared to age-matched control patients without heart failure. ACE inhibitors, βAR antagonists and (at least one type of) aldosterone receptor antagonist can significantly reduce the incidence and extent of cardiac dysfunction and heart failure after myocardial infarction.
ACE inhibitors are associated with cough in 10% of patients and can result in renal failure in the setting of bilateral renal artery stenosis or other severe kidney disease. βAR antagonists are associated with impotence and depression, and are contraindicated in patients with asthma; furthermore, patients may develop worsened heart failure, hypotension, bradycardia, heart block, and fatigue with initiation of βAR antagonists. Aldosterone receptor antagonism causes significant hyperkalemia and painful gynecomastia in 10% of male patients. Agents without a demonstrated mortality benefit are also associated with problems; most notable is the consistent finding that many cardiac stimulants improve symptoms, but actually increase mortality, likely by triggering lethal cardiac arrhythmias. In summary, presently available pharmacological therapies are ineffective and are limited by significant unwanted side effects, and so development of new therapies with improved efficacy and less severe side effects is an important public health goal.
SUMMARY OF THE INVENTION
The present invention is directed to the use of natriuretic peptides for the prevention and/or treatment of cardiac remodeling in a subject that has undergone myocardial injury. In a preferred embodiment, the natriuretic peptide(s) comprise brain natriuretic peptide (BNP), also known as nesiritide. In another embodiment, the invention is directed to the treatment of cardiac dysfunction, said treatment comprising the administration of a therapeutically effective amount of natriuretic peptide to a subject that has undergone myocardial injury.
In another related embodiment, the invention is directed to a method of alleviating or reversing the effect of TGFβ mediated cell activation in cardiac tissue on the expression of one or more genes associated with fibrosis, comprising contacting one or more cells or tissues in which the expression of said genes is altered as a result of TGFβ mediated activation, with BNP. In another related embodiment, the targeted gene(s) associated with fibrosis are selected from the group consisting essentially of Collagen1, Collagent 3, Fibronectin, CTGF, PAI-1, and TIMP3.
In another embodiment, the invention is directed to a method of inhibiting the production of Collagen 1, Collagen 3 or Fibronectin proteins by the administration of a therapeutically effective amount of BNP to a subject in need thereof.
In another related embodiment, the invention is directed to a method of inhibiting TGFβ mediated myofibroblast conversion by administration of a therapeutically effective amount of BNP to a mammalian subject in need thereof.
In another related embodiment, the invention is directed to a method of alleviating or reversing the effect of TGFβ mediated cell activation in cardiac tissue on the expression of one or more genes associated with cell proliferation, comprising contacting one or more cells or tissues in which the expression of said genes is altered as a result of TGFβ mediated activation, with BNP. In another related embodiment, the targeted gene(s) associated with cell proliferation are selected from the group consisting essentially of PDGFA, IGF1, FGF18, and IGFBP10.
In another related embodiment, the invention is directed to a method of alleviating or reversing the effect of TGFβ mediated cell activation in cardiac tissue on the expression of one or more genes associated with inflammation, comprising contacting one or more cells or tissues in which the expression of said genes is altered as a result of TGFβ mediated activation, with BNP. In another related embodiment, the targeted gene(s) associated with inflammation are selected from the group comprise COX1, IL6, TNFα-inducted protein 6, TNF superfamily, member 4.
BRIEF DESCRIPTION OF THE DRAWINGS
FIG. 1. Gene expression changes induced by TGFβ and BNP in human cardiac fibroblasts at 24 and 48 h. Histograms show the number of gene expression changes that were up-regulated and down-regulated by TGFβ and BNP treatment. Hybridizations using fluorescently-labeled cDNA probes compare untreated (control) to TGFβ-treated cells and control to BNP-treated cells. See Experimental for details related to the gene expression values. Histogram bars: 24 h (white) and 48 h (black).
FIG. 2. Effects of BNP on TGFβ-induced gene expression in human cardiac fibroblasts. Hybridizations using fluorescently-labeled cDNA probes compare TGFβ-treated to TGFβ BNP-treated cells at 24 and 48 h. Strong and weak effects represent 1.8- and 1.5-fold gene expression levels, respectively. See Experimental for details related to statistical significance. Histogram bars: no effect (white), weak effect (grey), and strong effect (black).
FIG. 3. Gene expression patterns in TGFβ-treated human cardiac fibroblasts. Data was generated using the hierarchical clustering algorithm contained in Spotfire™ software. Each row represents one of 524 genes, and each column represents the results from duplicate hybridizations: (A) control vs. TGFβ, 24 h; (B) control vs. TGFβ, 48 h; (C) TGFβ vs. TGFβ+BNP 24 h; (D) TGFβ vs. TGFβ+BNP 48 h; (E) control vs. BNP 24 h; and (F) control vs. BNP 48 h. Normalized data values depicted in shades of red and green represent elevated and repressed expression, respectively. See Table 2 in Experimental section for gene identities and expression values.
FIG. 4. Gene expression clusters in human cardiac fibroblasts: (A) fibrosis and ECM, (B) cell proliferation, and (C) inflammation. See FIG. 4 legend for descriptions of the hybridizations and gene expression color codes.
FIG. 5. Effects of BNP on TGFβ-induced Collagen 1 (A and B) and Fibronectin (C and D) mRNA and protein levels in cultured human cardiac fibroblasts. Histograms show control cells (white), cells treated with BNP (gray), cells treated with TGFβblack), and cells co-treated with BNP and TGFβ(hatched). (A and C) Real-time RT-PCR expression levels were normalized to 18S rRNA and plotted relative to the level in the 6 h control cells. Error bars reflect duplicate biological replicates; real-time RT-PCR reactions were performed in triplicate. (B and D) Western blot analyses are presented as mean±SD from three separate experiments; *p<0.01 vs. control; **p<0.01 vs. TGFβ.
FIG. 6. Effects of BNP on TGFβ-induced fibrotic and inflammatory genes. Real-time RT-PCR expression levels were normalized to 18S rRNA and plotted relative to the level in the 6 h control cells. See FIG. 5 for key to histogram bar labels and error bars.
FIG. 7. Effect of PKG and MEK inhibitors on BNP-dependent inhibition of TGFβ signaling in human cardiac fibroblasts. (A) Western analysis of ERK phosphorylation. Cells were treated with BNP (0.5 μmol/L) in the presence or absence of KT5823 (1 μmol/L) or U0126 (10 μmol/L) for 15 min. (B) Western blot and (C) real-time RT-PCR analysis to detect Collagen 1 expression. Cells were treated with 5 ng/ml TGFβ and/or BNP (100 nmol/L, three times daily) in the presence or absence of KT5823 (1 μmol/L), U0126 (0.1-10 μmol/L) or PD98059 (10 μmol/L) for 48 h. Control (C); KT5823 (KT); U0126 (U); TGFβ (TGF).
FIG. 8. Summary of BNP effects on gene expression in TGFβ-stimulated human cardiac fibroblasts.
FIG. 9. Effects of BNP on TGFβ-stimulated fibroblast proliferation. Histograms show fold induction of BrdU labeled cells treated with TGFβ alone, BNP alone or co-treated with BNP and TGFβ. Cells were co-treated with BNP and TGFβ for 24 h, then labeled with BrdU and cultured for an additional 24 h. Pooled data represent the mean±SD from three individual experiments: *p<0.01 vs. the control; **p<0.05 vs. TGFβ.
FIG. 10. Changes in plasma aldosterone level. The increased plasma aldosterone level by L-NAME/AngII was reduced by BNP (p<0.05, n=7)
FIG. 11. Changes in heart/body weight ratio. BNP abolished L-NAME/AngII-induced increase in heart/body weight ratio (p<0.01, n=12)
FIG. 12. Real time RT-PCR results. Expression of mRNA of collagen I (A), collagen III (B) and fibronectin (C) in the heart. BNP abolished the fibrotic genes that enhanced by L-NAME plus Angiotensin II (p<0.01 in all cases).
FIG. 13. Cardiac function parameters including heart rate (A), stroke volume (B), ejection fraction (C), cardiac output (D), stroke work (E), maximum dP/dt (F), minimum dP/fy (G), and arterial elastance (H). L-NAME/AngII induced deterioration of cardiac function. Administration of BNP significantly improved cardiac function as judged by increases in stroke volume, ejection fraction, cardiac output, stroke work and decrease in arterial elastance (p<0.001, n=8). BNP also increased maximum dP/dt (p<0.05) and minimum dP/dt. BNP had no effect on heart rate.
DETAILED DESCRIPTION
A. Definitions
As used herein, any reference to “reversing the effect of TGF-β-mediated cell activation on the expression of a gene associated with fibrosis” means partial or complete reversal the effect of TGF-β-mediated cell activation of that gene, relative to a normal sample of the same cell or tissue type. It is emphasized that total reversal (i.e. total return to the normal expression level) is not required, although is advantageous, under this definition.
The term “cardiac remodeling” generally refers to the compensatory or pathological response following myocardial injury. Cardiac remodeling is viewed as a key determinant of the clinical outcome in heart disorders. It is characterized by a structural rearrangement of the cardiac chamber wall that involves cardiomyocyte hypertrophy, fibroblast proliferation, and increased deposition of extracellular matrix (ECM) proteins. Cardiac fibrosis is a major aspect of the pathology typically seen in the failing heart. The proliferation of interstitial fibroblasts and increased deposition of extracellular matrix components results in myocardial stiffness and diastolic dysfunction, which ultimately leads to heart failure. A number of neurohumoral or growth factors have been implicated in the development of cardiac fibrosis. These include angiotensin II (AII), endothelin-1 (ET-1), cardiotrophin-1 (CT-1), norepinephrine (NE), aldosterone, FGF2, PDGF, and transforming growth factored (TGFβ). TGFβ expression is also stimulated by AII and ET-1 in cardiac myocytes and fibroblasts, further supporting its involvement in cardiac fibrosis.
The term “cardiac dysfunction” refers to the pathological decline in cardiac performance following myocardial injury. Cardiac dysfunction may be manifested through one or more parameters or indicia including changes to stroke volume, ejection fraction, end diastolic fraction, stroke work, arterial elastance, or an increase in heart weight to body weight ratio.
The terms “differentially expressed gene,” “differential gene expression” and their synonyms, which are used interchangeably, refer to a gene whose expression is activated to a higher or lower level in a test sample relative to its expression in a normal or control sample. For the purpose of this invention, “differential gene expression” is considered to be present when there is at least an about 2.5-fold, preferably at least about 4-fold, more preferably at least about 6-fold, most preferably at least about 10-fold difference between the expression of a given gene in normal and test samples.
“Myocardial injury” means injury to the heart. It may arise from myocardial infarction, cardiac ischemia, cardiotoxic compounds and the like. Myocardial injury may be either an acute or nonacute injury in terms of clinical pathology. In any case it involves damage to cardiac tissue and typically results in a structural or compensatory response.
As used herein, “natriuretic peptides” means a composition that includes one or more of an Atrial natriuretic peptide (ANP), a Brain natriuretic peptide (BNP), or a C-type natriuretic peptide (CNP). It is contemplated that analogues and variants of these peptides be included in the definition. Examples of such include anaritide (ANP analogue of different length) or combinations of natriuretic peptide including but not limited to ANP/BNP, ANP/CNP, an BNP/CNP variants. Preferably, natriuretic peptide means BNP (nesiritide).
The terms “treating” or “alleviating” refer to both therapeutic treatment and prophylactic or preventative measures, wherein the object is to prevent or slow down (lessen) the targeted pathologic condition or disorder. Those in need of treatment include those already with the disorder as well as those prone to have the disorder or those in whom the disorder is to be prevented. In the treatment of a fibroproliferative disease, a therapeutic agent may directly decrease the pathology of the disease, or render the disease more susceptible to treatment by other therapeutic agents.
The term “subject” for purposes of treatment refers to any animal classified as a mammal, including humans, domestic and farm animals, and zoo, sports, or pet animals, such as dogs, cats, cattle, horses, sheep, pigs, goats, rabbits, etc. Preferably, the subject is human.
Administration “in combination with” one or more further therapeutic agents includes simultaneous (concurrent) and consecutive administration in any order.
A “therapeutically effective amount”, in reference to the treatment of cardiac or renal fibrosis, e.g. when inhibitors of the present invention are used, refers to an amount capable of invoking one or more of the following effects: (1) inhibition (i.e., reduction, slowing down or complete stopping) of the development or progression of fibrosis and/or sclerosis; (2) inhibition (i.e., reduction, slowing down or complete stopping) of consequences of or complications resulting from such fibrosis and/or sclerosis; and (3) relief, to some extent, of one or more symptoms associated with the fibrosis and/or sclerosis, or symptoms of consequences of or complications resulting from such fibrosis and/or sclerosis.
B. Modes of Carrying out the Invention
Natriuretic peptides comprise a family of vasoactive hormones that play important roles in the regulation of cardiovascular and renal homeostasis. Atrial natriuretic peptide (ANP) and brain natriuretic peptide (BNP) are predominantly produced in the heart and exert vasorelaxant, natriuretic, and anti-growth activities. Binding of ANP and BNP to type-A natriuretic peptide receptor (NPRA) leads to the generation of cyclic guanosine monophosphate (cGMP), which mediates most biological effects of the peptides. Mice lacking NPRA exhibit cardiac hypertrophy, fibrosis, hypertension and increased expression of fibrotic genes including TGFβ1, TGFβ3 and Collagen 1. Furthermore, targeted disruption of the BNP gene in mice results in cardiac fibrosis and enhanced fibrotic response to ventricular pressure overload, suggesting that BNP is involved in cardiac remodeling.
TGFβ mediates fibrosis by modulating fibroblast proliferation and ECM production, particularly of collagen and fibronectin. TGFβ also promotes the phenotypic transformation of fibroblasts into myofibroblasts characterized by expression of α-smooth muscle actin. Studies have demonstrated that increased myocardial TGFβ expression is associated with cardiac hypertrophy and fibrosis. Moreover, functional blockade of TGFβ prevents myocardial fibrosis and diastolic dysfunction in pressure overloaded rats, indicating that TGFβ has a crucial role in the process of myocardial remodeling, particularly in cardiac fibrosis. However, the implication of natriuretic peptide(s) in this process has not been previously explored.
The present invention is directed to the treatment or prevention of cardiac remodeling following myocardial injury. In a preferred embodiment, the myocardial injury comprises an acute myocardial infarction. Preferably the administration of natriuretic peptide occurs as soon as possible after the injury event.
In another embodiment, the invention involves the treatment of cardiac dysfunction in a subject in need thereof comprising the administration of a natriuretic peptide to a subject in need thereof wherein said administration occurs after said subject has undergone myocardial injury.
The manner of administration and formulation of the natriuretic peptide(s) useful in the invention will depend on the nature of the condition, the severity of the condition, the particular subject to be treated, and the judgment of the practitioner; formulation will depend on mode of administration. The peptides of the invention are conveniently administered by oral administration by compounding them with suitable pharmaceutical excipients so as to provide tablets, capsules, syrups, and the like. Suitable formulations for oral administration may also include minor components such as buffers, flavoring agents and the like. Typically, the amount of active ingredient in the formulations will be in the range of about 5%-95% of the total formulation, but wide variation is permitted depending on the carrier. Suitable carriers include sucrose, pectin, magnesium stearate, lactose, peanut oil, olive oil, water, and the like.
The peptides useful in the invention may also be administered through suppositories or other transmucosal vehicles. Typically, such formulations will include excipients that facilitate the passage of the compound through the mucosa such as pharmaceutically acceptable detergents.
The peptides may also be administered by injection, including intravenous, intramuscular, subcutaneous, intrarticular or intraperitoneal injection. Preferably the natriuretic peptide(s) are administered intravenously. Typical formulations for such use are liquid formulations in isotonic vehicles such as Hank's solution or Ringer's solution.
Alternative formulations include aerosol inhalants, nasal sprays, liposomal formulations, slow-release formulations, and the like, as are known in the art.
Any suitable formulation may be used. A compendium of art-known formulations is found in Remington's Pharmaceutical Sciences, latest edition, Mack Publishing Company, Easton, Pa. Reference to this manual is routine in the art.
The dosages of the peptide(s) of the invention will depend on a number of factors which will vary from patient to patient. The dose regimen will vary, depending on the conditions being treated and the judgment of the practitioner. Further information regarding related formulations and dosages for brain natriuretic peptide can be found in the package insert or the latest version of Physicians Desk Reference (PDR) for nesiritide or the Natrecor® product.
It should be noted that the peptides useful for the invention can be administered as individual active ingredients, or as mixtures of several different compounds. In addition, the peptide(s) can be used as single therapeutic agents or in combination with other therapeutic agents. Drugs that could be usefully combined with these compounds include natural or synthetic corticosteroids, particularly prednisone and its derivatives, monoclonal antibodies targeting cells of the immune system or genes associated with the development or progression of fibrotic diseases, and small molecule inhibitors of cell division, protein synthesis, or mRNA transcription or translation, or inhibitors of immune cell differentiation or activation.
As implicated above, although the peptide(s) of the invention may be used in humans, they are also available for veterinary use in treating non-human mammalian subjects.
Further details of the invention will be apparent from the Experimental section as provided below.
EXPERIMENTAL
In vitro
Cell Culture
Two lots of primary human cardiac fibroblasts, derived from an 18-year old Caucasian male (lot 1) and a 56-year old Caucasian male (lot 2), were provided by Cambrex Bio Science (Walkersville, Md.). Cells stained positive for α-smooth muscle actin and vimenfin antibodies corroborating their identity as cardiac fibroblasts and myofibroblasts. Both lots were used for the real-time RT-PCR studies; lot 1 was used for the microarray analysis. Cells at passage 3-5 were cultured in FGM containing 15% FBS. At confluence, cells were split and cultured in 6-well plates for 24 h. Cells were changed to serum-free medium and treated with human BNP (American Peptide Company, Sunnyvale, Calif.) in the presence or absence of 5 ng/ml of TGFβ (R&D systems, Minneapolis, Minn.) for 6, 24 and 48 h. BNP and/or TGFβ-treated cells were also incubated in the presence of cGMP-dependent protein kinase (PKG) inhibitor KT5823 (1 μmol/L, Calbiochem, San Diego, Calif.), MAP kinase kinase (MEK) inhibitor U0126 (0.1-10 μmol/L, Sigma, St. Louis, Mo.) or PD98059 (10 μmol/L, Sigma) for 48 h. BNP (100 nmol/L) was added into the medium three times a day, such that the total calculated concentrations of exogenous BNP were 200 nmol/L, 600 nmol/L, and 900 nmol/L at 6, 24, and 48 h, respectively. This dosing protocol was necessary to maintain the levels of BNP in culture, since two distinct clearance pathways are responsible for the rapid degradation of natriuretic peptides. Without this treatment regime, it was found that BNP was significantly degraded in the cardiac fibroblasts; 50% of added BNP was metabolized within 24 h as measured by immunoreactive assays and cGMP stimulation cell bioassays.
Intracellular cGMP Assay
Cells were cultured in 6-well plates for 24 h, then changed to serum-free medium, and pre-incubated with 0.1 mmol/L of 3-isobutyl-1-methylxanthine (IBMX) for 1 h before treating with 10−9-10−6 mol/L of BNP for 10 min. The medium was aspirated and 0.5 ml of cold PBS was added into each well. Cells were scraped and mixed with 2 volumes of cold ethanol by vortex. After a 5 min room temperature incubation, the precipitate was removed by centrifugation at 1500×g for 10 min. The supernatant was dried by vacuum centrifugation, and levels of cGMP were measured using the cyclic GMP EIA kit (Cayman Chemical, Ann Arbor, Mich.).
BrdU incorporation
Cells were placed in 96-well plates and cultured for 24 h before changing to serum-free medium. Cells were treated with BNP (100 nmol/L, three times a day) in the presence or absence of 5 ng/ml of TGF-β for 24 h. Subsequently, 10 μmol/L of 5-bromo-2′-deoxyuridine (BrdU) was added to the cells, and they were cultured for an additional 24 h. BrdU incorporation was detected using the Cell Proliferation ELISA kit (Roche, Indianapolis, Ind.). Data was analyzed by ANOVA using the Newman-Keuls test to assess significance.
cDNA Microarray
Gene expression profiles were determined from cDNA microarrays containing 8,600 elements derived from clones isolated from normalized cDNA libraries or purchased from ResGen (Invitrogen Life Technologies, Carlsbad, Calif.). DNA for spotting was generated by PCR amplification using 5′amino-modified primers (BD Biosciences Clontech, Palo Alto, Calif.) derived from flanking vector sequences. Amplified DNA was purified in a 96-well format using Qiagen's Qiaquick columns (Valencia, Calif.) according to the manufacturer's recommendations. Samples were eluted in Milli-Q purified water, dried to completion and resuspended in 7 μl of 3×SSC. A fluorescent assay using PicoGreen (Molecular Probes, Eugene, Oreg.) was randomly performed on 12% of the PCR products to determine the average yield after purification; yields were ˜1.5 μg of DNA which corresponds to a concentration of 214 μg/ml. Purified DNA was arrayed from 384-well microtiter plates onto lysine-coated glass slides using an OmniGrid II microarrayer (GeneMachines, San Carlos, Calif.). After printing, DNA was cross-linked to the glass with 65 mjoules UV irradiation and reactive amines were blocked by treatment with succinic anhydride.
mRNA Isolation, Labeling, and Hybridizations
Total RNA was extracted from cells using Qiagen's RNeasy kit; two wells from a 6 well plate were pooled to yield a total of 4×105 cells per treatment. RNA was amplified using a modified Eberwine protocol5 that incorporated a polyA tail into the amplified RNA. Fluorescently-labeled cDNA probes were generated by reverse transcription of 4 μg of RNA with SuperScript II (Invitrogen Life Technologies, Carlsbad, Calif.) using anchored dT primers in the presence of Cy3 or Cy5 dUTP (Amersham, Piscataway, N.J.). Labeled cDNA probe pairs were precipitated with ethanol and purified using Qiaquick columns. Twenty μg each of poly(A) DNA, yeast tRNA, and human Cot1 DNA (Applied Genetics, Melbourne, Fla.) was added to the eluant. The samples were dried to completion and resuspended in 12.5 μl 3×SSC, 0.1% SDS. Probes were heated to 95° C. for 5 minutes, applied to the arrays under a 22 mm2 cover slip and allowed to hybridize for at least 16 h at 65° C. The arrays were washed at 55° C. for 10 minutes in 2×SSC, 0.1% SDS, followed by two washes at room temperature in 1×SSC (10 min) and 0.2×SSC (15 min). Hybridization of each fluorophore was quantified using an Axon GenePix 4000A scanner.
Microarray Data Analysis
Differential expression values were expressed as the ratio of the median of background-subtracted fluorescent intensity of the experimental RNA to the median of background-subtracted fluorescent intensity of the control RNA. For ratios greater than or equal to 1.0, the ratio was expressed as a positive value. For ratios less than 1.0, the ratio was expressed as the negative reciprocal (i.e., a ratio of 0.5=−2.0). Median ratios were normalized to 1.0 using two pools of 3000 randomly chosen cDNAs in each pool. Six replicates of each of the two pools were printed in 4 evenly distributed blocks of the array. Expression data was rejected if neither channel produced a signal of at least 2.0-fold over background. Differential expression ratios were determined as the mean of the two values from dye-swapped duplicates.
A statistically significant differential expression threshold value was empirically determined according to the method of Yang et al.53 Seven independent self-self-hybridizations were performed in which the same RNA sample was labeled with Cy3 dUTP and Cy5 dUTP and hybridized to arrays containing 8,448 elements. Only elements that gave a signal greater than 2.0-fold over background in at least one of the dyes were considered in the analysis. Expression ratios were converted to log(2) and normalized to a mean=0. Combining data from all hybridizations, the 3 standard deviation limit was equivalent to a 1.48 fold change (+/−0.563 log(2)). Of the 45,633 elements analyzed, 0.85% fell outside this threshold. Therefore, at this standard deviation limit, genes with fold changes greater than 1.48 can be considered differentially expressed at a 99% confidence level for any given hybridization. The percentage of elements that reproducibly fell outside the 3 standard deviation limit between any two duplicates of the seven self-self hybridizations was determined by comparing all 21 pair-wise combinations. An average of 18.9 elements +/−15.6 per hybridization duplicated at a fold change of 1.5, corresponding to a false positive rate of 0.29%. At a fold change of 1.8, an average of 0.71 elements +/−0.97 duplicated, corresponding to a false positive rate of 0.01%. A 1.8-fold threshold value was used to identify differentially expressed genes, except in FIG. 3, a 1.5-fold threshold value was used to designate “weak effects”.
Real-Time RT-PCR
Real-time RT-PCR18 was performed in a two-step manner. cDNA synthesis and real-time detection were carried out in a PTC-100™ Thermal Cycler (MJ Research Inc, Waltham, Mass.) and an ABI Prism™ 7700 Sequence Detection System (Applied Biosystems, Foster City, Calif.), respectively. Random hexamers (Qiagen, Valencia, Calif.) were used to generate cDNA from 200 ng RNA as described in Applied Biosystems User Bulletin #2. TaqMan™ PCR Core Reagent Kit or TaqMan™ Universal PCR Master Mix (Applied Biosystems) were used in subsequent PCR reactions according to the manufacturer's protocols. Relative quantitation of gene expression was performed using the relative standard curve method. All real-time RT-PCR reactions were performed in triplicate.
Sequence specific primers and probes were designed using Primer Express Version 2 software (Applied Biosystems). Sequences of primers and probes can be found in Table 1 below. Expression levels were normalized to 18S rRNA. The selection of 18S rRNA as an endogenous control was based on an evaluation of the ΔCT levels (Applied Biosystems document # 4308134C) of 6 “housekeeping” genes: Cyclophilin A, 18S, GAPDH, β-actin, β-Glucuronidase, and Hypoxanthine Guanine Phosphoribosyl Transferase. The ΔCT levels of 18S did not differ significantly between treatment conditions; thus, they were expressed at constant levels between samples.
TABLE 1
|
|
Real-time PCR primers and probes.
Western blot analysis
GeneForwardProbeReverse
|
18S5′-GCCGCTAGACGTGAAATTCTTG-5′-6FAM-AGCGGCGCAAGACGGACCAG-TAMRA-3′5′-CATTCTTGGCAAATGCTTTCG-
3′3′
|
Collagen15′-GGAATTGGGCTTCGACGTT-3′5′-6FAM-TCTGCTTGCTGTAAACTCCCTGCATCCC-5′-TTCAGTTTGGGTTGCTTGTCTGT
TAMRA-3′-3′
|
Fibronectin5′-AGATCTACCTGTACACCTTGAAT5′-6FAM-TGTCGTCATGGACGCCTCCA-TAMRA-3′5′-CATGATACCAGCAAGGAATTGG-
GACA-3′3′
|
TIMP35′-TGTGTCATGTGAGGCTGTAATAT5′-6FAM-CACATCCCGCCATTTTGCTGAATCAA-5′-GGCTAGAAGTATTTTGCTCTCCA
GTG-3′TAMRA-3′TTC-3′
|
PAI-15′-GGCTGACTTCACGAGTCTTTCA-5′-6FAM-ACCAGAGGCTCTCGACGTCCCGG-5′-GTTCACCTCGATCTTCACTTTCT
3′TAMRA-3′G-3′
|
CTGF5′-TGTGTGAGGAGCGCAAGGA-3′5′-6FAM-CTGCCCTCGCGGCTTACCGA-TAMRA-3′5′-TAGTTGGGTCTGGGCCAAAC-3′
|
IL115′-AGAACAGCGAATTAAATGTGTCA5′-6FAM-AGACAAATGGCCCTCAAGTGGA-5′-CCCAGTTACGCAAGCATCCA-3′
TACA-3′TAMRA-3′
|
COX25′-GCTCAAACATGATGTTTGCATTC5′-6FAM-TTGCCCAGCACTTCAGGCATCAG-5′-GCCCTCGCTTATGATCTGTCTT-
-3′TAMRA-3′3′
|
IL65′-ATGTAGCATGGCCACCTCAGAT-5′-6FAM-TGGTCAGAAACCTGTCCACTGGGCA-5′-TAACGCTCATACTTTTAGTTCTG
3′TAMRA-3′CATAGA-3′
|
a-smooth5′-CCCCAGAGACCCTGTTGCA3′5′6FAM-GCCAGCAGACTCCATGCCGA-TAMRA-3′5′-TGATGCTGTTGTAGGTGGTTTCA
muscle actin-3′
|
Cells were cultured in 6-well plates and treated with BNP (100 nM, three times daily) in the presence or absence of 5 ng/ml TGFβ for 48 h. Lysis was induced with 0.2 ml of buffer containing 20 mM Tris-HCL, pH 7.9, 137 mM NaCl, 1% Triton X-100, 5 mM EDTA, 10 mM NaF, 1 mM β-glycerophosphate, and protease inhibitor cocktail. The protein concentration of each lysate was measured using coomassie protein reagent from PIERCE. Twenty μg of protein from each sample was loaded and electrophoresed on 4-12% gradient polyacrylamide gels and electrophoretically transferred to nitrocellulose membranes (Invitrogen, San Diego, Calif.). The membranes were incubated with rabbit anti-human Collagen 1 antibody (Cortex Biochem, San Leandro, Calif.), HRP-conjugated anti-human Fibronectin antibody, or goat anti-Actin antibody (Santa Cruz Biotehnology, Santa Cruz, Calif.) in TBST buffer containing 20 mM Tris-HCl, pH 7.5, 150 mM NaCl, 0.1% Tween-20, and 5% nonfat dried milk at 4° C. for ˜16 h. For ERK phosphorylation, cells were treated with 0.5 μmol/L BNP in the presence of 1 μmol/L KT5823 or 10 μmol/L U0126 for 15 min; the membranes were incubated with rabbit anti-human phospho-ERK ½ antibody or rabbit anti-human ERK ½ antibody (Cell Signaling, Beverly, Mass.). For secondary antibody detection, membranes were incubated with HRP-conjugated anti-rabbit antibody or anti-goat antibody at room temperature for 1 h and washed 3 times with TBST buffer. The blots were soaked in ECL Plus reagent for 5 min and exposed to KODAK x-ray film. Signals were identified and quantified using a Typhoon Scanner and Densitometer from Amersham Biosciences (Piscataway, N.J.). Data was analyzed by ANOVA using the Newman-Keuls test to assess significance.
Results
cGMP Production in Cardiac Fibroblasts
To determine if NPRA was expressed in the cultured fibroblast cells, cGMP accumulation assays were utilized. BNP dose-dependently induced intracellular cyclic GMP production in cardiac fibroblasts with an EC50 of 50 nmol/L. These results are consistent with the report of Cao and Gardner showing NPRA expression in cardiac fibroblasts.
Effects of BNP on TGFβ-Induced Fibroblast Proliferation
To examine the effects of TGFβ and BNP on cell proliferation, BrdU incorporation was measured in cardiac fibroblasts treated with TGFβ in the presence or absence of BNP. TGFβ modestly increased (˜50%) cardiac fibroblast proliferation, and BNP inhibited TGFβ-induced proliferation by ˜65% (FIG. 9).
Effects of BNP on TGFβ-Induced Gene Expression
In order to determine the effects of BNP on gene expression profiles induced by TGFT in cardiac fibroblasts, a microarray analysis was performed. Fluorescently-labeled cDNA probes were prepared from pooled mRNAs generated from duplicate wells of cells from four groups: unstimulated (control), TGFβ-treated, BNP-treated, and co-treated with TGFβ and BNP for 24 and 48 h (as described above). Arrays were probed in duplicate for a total of 12 hybridizations (6 at each time point): control compared to TGFβ-treated, TGFβ-treated compared to TGFβ+BNP-treated, and control compared to BNP-treated.
It was observed that BNP had no significant effects on gene expression in unstimulated human cardiac fibroblasts (FIG. 1). In contrast, TGFβ induced 394 and 501 gene expression changes at 24 and 48 h, respectively. These differentially expressed genes represent ˜7-8% of the target genes on the array. Interestingly, BNP had dramatic effects on the gene expression changes induced by TGFβ (FIG. 2). Approximately, 88% and 85% of TGFβ-regulated gene expression events were opposed by BNP at 24 and 48 h, respectively. These results demonstrate that BNP has strikingly different effects on gene expression in TGFβ stimulated fibroblasts compared to unstimulated cells.
Gene Expression Clustering
To identify different gene expression patterns following TGFβ stimulation, we performed a hierarchical cluster analysis. A visualization of this analysis is shown in FIG. 3. A complete listing of differentially expressed genes is provided in Table 2. The clustered expression patterns showed temporal effects of TGFβ responsive genes (compare A to B). In addition, the dramatic effects of BNP in opposing TGFβ induced up- and down-regulated gene changes were revealed in the clusters (compare A and B to C and D). The insignificant effects of BNP on gene expression in unstimulated cardiac fibroblast cells were evident in groups E and F.
Genes were grouped according to functional categories by using a combination of gene expression clustering and functional annotations. A cluster of genes involved in fibrosis and ECM production was up-regulated in cells stimulated with TGFβ; these genes were down-regulated when treated with BNP (FIG. 4a). This cluster includes extracellular matrix components: Collagen 1a2 (COL1A2), Collagen 15A (COL15A), Collagen 7A1 (COL7A1), Microfibril-associated glycoprotein-2 (MAGP2), Matrilin 3 (MATN3), Fibrillin 1 (FBN1), and Cartilage oligomeric matrix protein (COMP). Also included in the cluster are known markers of fibrosis such as TIMP3, CTGF, IL11, and SERPINE1 (PAI-1). Furthermore, the cluster revealed that BNP opposed TGFβ-induction of myofibroblast markers including α-smooth muscle actin 2 (ACTA2) and non-muscle myosin heavy chain (MYH9).
Many genes involved in cell proliferation were also regulated by TGFβ and were opposed by BNP (FIG. 4B). For example, TGFβ induced the expression of positive regulators of cell proliferation, including PDGFA, IGFBP10, IGF1, and Parathyroid hormone-like hormone (PTHLH). It was also found that TGFβ down-regulated both positive and negative regulators of proliferation, such as, CDC25B and Cullin 5 (CUL5), respectively. All of these TGFβ-regulated gene events were opposed by BNP.
BNP affected TGFβ-induced genes involved in inflammation (FIG. 4C). For example, BNP reversed TGFβ-induction of PTGS2 (COX2), TNF α-induced protein 6 (TNFAIP6), and TNF superfamily, member 4 (TNFSF4) (FIG. 4C and data not shown). TNFAIP6 and TNFSF4 were not included in FIG. 4C, since some of the data points at 48 h did not meet acceptable criteria (see Experimental); at 24 h both genes were elevated ˜3-fold by TGFβ and opposed by BNP. TGFβ also down-regulated many pro-inflammatory genes including IL1B, CCR2 (MCP1-R), CXCL1 (GRO1), CXCL3 (GRO3), and CCL13 (MCP4), which were reversed by BNP. The significance of these inflammatory changes is discussed below.
TABLE 2
|
|
Expression data for differentially expressed genes in TGFβ-treated human cardiac fibroblasts. Median
differential expression values are shown for each hybridization: control vs. TGFβ 24 h (column 2); control vs.
TGFβ 48 h (column 3); TGFβ vs. TGFβ + BNP 24 h (column 4); TGFβ vs.
TGFβ + BNP 48 h (column 5); control vs. BNP 24 h (column 6); and control vs. BNP 48 h (column 7).
TGFTGF
TGFBNPBNPTGFBNPBNP
Clone ID24 h24 h24 h48 h48 h48 hSymbolNameAccession
|
P00777_A032.5−2.81.11.5−1.61.1EST
P00777_A048.9−5.71.23.3−2.41EST
P00777_A122.1−2.4−11.8−1.9−1.1EST
P01061_E012.7−312.6−2.8−1EST
P01061_B10−2.72.31.1−42.4−1.2EST
P01077_A08−1.83.11.3−2.21.91.2No Sequence
P01111_A08−1.31.41.3−1.81.71.1EST
P01113_E11−1.71.81.1−1.81.6−1EST
P01111_F07−4.55.51.3−5.34.21.1EST
P01111_A072−2.71.31.4−1.5−1.1EST
P01110_G03−1.21.51.3−3.92.11.1No Sequence
P01108_G074.2−4.4−1.13.9−4.5−1EST
P01099_G03−1.91.91.1−2.21.91.2EST
P01113_B036.4−5.114.3−3.7−1EST
P01080_A114−314.2−4.1−1EST
P01076_E01−1.71.81.1−1.81.8−1.1EST
P01075_H09−3.13.61.4−2.93.21.4No Sequence
P01139_D103−2.61.12.1−2.11EST
P01132_B01−2.121−1.41.31EST
P01123_H032.2−2.21.21.9−1.91.1EST
P01117_D08−1.71.51.1−4.92.4−1EST
P01115_F08−2.21.6−1−2.31.7−1EST
P01081_F022.4−1.81.22.4−2.11.1No Sequence
P01087_A122.4−212.6−2.6−1EST
P01077_A022.2−211.4−1.3−1No Sequence
P01136_G11−22.51.3−32.51EST
P01130_B03−3.33.51.1−4.25.31.1EST
P01124_A05−1.2−11.1−1.81.51EST
P01124_A102.1−2−12.7−2.5−1.1EST
P01124_B04−1.921.3−1.61.71.1EST
P01120_G06−2.32.2−1.1−2.42.2−1.1EST
P01117_B111.8−2.412.4−21EST
P01116_A02−3.12.71.1−3.72.2−1.4EST
P01088_C102.1−2−11.6−2.1−1.1EST
P01093_C042.6−2.311.8−1.9−1EST
P01095_H01−1.81.81−1.41.21EST
P01099_D031.9−1.81.11.1−1.21.1EST
P01100_A071−11.1−31.7−1.1EST
P01100_D09−1.61.6−1−2.11.8−1.1EST
P01101_C11−2.41.7−1−1.41.61No Sequence
P01101_E11−1.41.51.1−21.8−1EST
P01103_H04−3.22.91.1−5.64.3−1EST
P01104_A09−1.91.61.1−1.81.51No Sequence
P01104_E03−2.52.3−1−2.82−1.1EST
P01104_G042.5−2−11.1−1.3−1.1EST
P01104_G12−3.72.7−1.1−4.93.2−1EST
P01105_A052.3−2.31.31.3−1.31EST
P01105_D091.8−1.11.11.8−2.1−1EST
P01109_A01−1.41.41.2−2.21.71.1A2Malpha-2-macroglobulinNM_000014
P01109_G111.4−11.12−1.61ABCG1ATP-binding cassette, sub-NM_004915
family G (WHITE), member 1
P01092_E082.3−21.21.5−1.31.1ACLYATP citrate lyaseNM_001096
P01088_C02−1.91.81.2−2.121ACO1aconitase 1, solubleNM_002197
P00777_G092.6−2.2−1.511−1.3ACTA1actin, alpha 1, skeletal muscleNM_001100
P01094_F042.6−2.5−1.4−1−1−1.4ACTA2actin, alpha 2, smooth muscle,NM_001613
aorta
P01091_G041.9−1.61.11.2−1.3−1ACTR3ARP3 actin-related protein 3NM_005721
homolog (yeast)
P01096_D02−1.31.51.1−2.32.21ADAMTS1a disintegrin-like andNM_006988
metalloprotease (reprolysin
type) with thrombospondin
type 1 motif, 1
P01097_D041.7−1.9−12.1−1.8−1.1ADAMTS6a disintegrin-like andNM_014273
metalloprotease (reprolysin
type) with thrombospondin
type 1 motif, 6
P01092_D03−6.56−1.1−6.36.5−1ADFPadipose differentiation-relatedNM_001122
protein
P01070_D09−54.11.3−9.73.81.3ADH1Balcohol dehydrogenase IBNM_000668
(class I), beta polypeptide
P01134_D11−1.721.3−3.61.61.2ADH1Calcohol dehydrogenase 1CNM_000669
(class I), gamma polypeptide
P01070_D05−1.3−1.41.2−2.21.71.1ADH5alcohol dehydrogenase 5NM_000671
(class III), chi polypeptide
P01094_D10−2.32.51.1−2.21.8−1ADORA2Badenosine A2b receptorNM_000676
P01124_F09−1.51.61.1−1.81.91AHRaryl hydrocarbon receptorNM_001621
P01101_B03−2.411−32.81.1AKAP2A kinase (PRKA) anchorNM_007203
protein 2
P01120_C03−1.921.2−1.21.51.2AKR1B1aldo-keto reductase family 1,NM_001628
member B1 (aldose reductase)
P01134_B08−2.72.61.1−1.41.91.2AKR1B10aldo-keto reductase family 1,NM_020299
member B10 (aldose
reductase)
P01069_C01−2.83.11.2−2.22.61.1AKR1C1aldo-keto reductase family 1,NM_001353
member C1 (dihydrodiol
dehydrogenase 1; 20-alpha (3-
alpha)-hydroxysteroid
dehydrogenase)
P01081_A11−2.33.31.6−2.21.91.3AKR1C2aldo-keto reductase family 1,NM_001354
member C2 (dihydrodiol
dehydrogenase 2; bile acid
binding protein; 3-alpha
hydroxysteroid
dehydrogenase, type III)
P01143_D10−2.83.21.3−2.12.71.1AKR1C2aldo-keto reductase family 1,NM_001354
member C2 (dihydrodiol
dehydrogenase 2; bile acid
binding protein; 3-alpha
hydroxysteroid
dehydrogenase, type III)
P01106_C11−2.32.81.2−22.51.1AKR1C3aldo-keto reductase family 1,NM_003739
member C3 (3-alpha
hydroxysteroid
dehydrogenase, type II)
P01094_D12−2.83.61.2−2.51.71.2ALDH1A3aldehyde dehydrogenase 1NM_000693
family, member A3
P01094_E01−1.41.81.1−2.11.61.1ALDH3A2aldehyde dehydrogenase 3NM_000382
family, member A2
P01140_G11−1.92.71.4−2.51.81.1ALDH3A2aldehyde dehydrogenase 3NM_000382
family, member A2
P01118_A12−1.91.61.1−2.62.21ALEX1ALEX1 proteinNM_016608
P01096_E12−2.421−2.12.21ANGangiogenin, ribonuclease,NM_001145
RNase A family, 5
P01145_E08−22.31.2−2.92.6−1ANGPT1angiopoietin 1NM_001146
P01091_G02−1.21.51.2−2.721.1ANGPT2angiopoietin 2NM_001147
P01094_D06−2.11.9−1−1.91.3−1.1ANK3ankyrin 3, node of RanvierNM_001149
(ankyrin G)
P01128_A07−1.51.81.2−2.22.31.2AOX1aldehyde oxidase 1NM_001159
P01116_H05−1.11.41.2−21.81APELINapelin; peptide ligand for APJNM_017413
receptor
P01103_F062.4−2.4−1.11.4−1.5−1.1APG3autophagy Apg3p/Aut1p-likeNM_022488
P01123_A073.2−3−11.5−1.8−1APOA1apolipoprotein A-INM_000039
P01105_G06−2.21.8−1.1−4.55.71.1APOC1apolipoprotein C-INM_001645
P01124_G03−1.31.41−2.421.1APOEapolipoprotein ENM_000041
P01105_B02−1.61.8−1−2.91.91.2ARHGAP6Rho GTPase activating protein 6NM_001174
P01064_G03−1.11.31.1−21.61.2ARHGEF16Rho guanine exchange factorNM_014448
(GEF) 16
P01110_E10−22.11.2−2.31.91ARHGEF3Rho guanine nucleotideNM_019555
exchange factor (GEF) 3
P01142_C03−1.61.81.5−1.91.71.2ARHIras homolog gene family,NM_004675
member I
P01138_A091.9−2.2−1.11.8−1.9−1.1ARL4ADP-ribosylation factor-like 4NM_005738
P01064_G12−1.71.81.1−1.81.6−1ARNT2aryl-hydrocarbon receptorNM_014862
nuclear translocator 2
P01088_H09−1.51.71.2−1.81.61.1ASAH1N-acylsphingosineNM_004315
amidohydrolase (acid
ceramidase) 1
P01105_F062.9−2.81.12.1−2.4−1.2ASNSasparagine synthetaseNM_001673
P01070_E061.8−1.5−1.31.6−1.41ATF3activating transcription factor 3NM_001674
P01122_G07−1.21.71.2−1.81.51.3AXIN2axin 2 (conductin, axil)NM_004655
P01115_D06−1.41.61−21.5−1.1B3GALT2UDP-Gal:betaGlcNAc betaNM_003783
1,3-galactosyltransferase,
polypeptide 2
P01128_A08−1.61.71−2.41.7−1B3GALT3UDP-Gal:betaGlcNAc betaNM_003781
1,3-galactosyltransferase,
polypeptide 3
P01095_F062.4−2.21.11.3−1.5−1BAI3brain-specific angiogenesisNM_001704
inhibitor 3
P01094_C02−1.821.2−2.42.7−1BFB-factor, properdinNM_001710
P01134_E02−1.71.81−2.21.6−1BFSP1beaded filament structuralNM_001195
protein 1, filensin
P01081_D08−1.21.71.2−3.51.81.2BIRC1baculoviral IAP repeat-NM_004536
containing 1
P01094_B06−2.62.91.1−42.5−1BMP4bone morphogenetic protein 4NM_001202
P01145_A02−3.22.31−3.63.2−1.1BNIP2BCL2/adenovirus E1B 19 kDaNM_004330
interacting protein 2
P01075_F05−1.51.51.2−1.821.2BREbrain and reproductive organ-NM_004899
expressed (TNFRSF1A
modulator)
P01124_B10−1.31.51.3−2.21.61.2BST1bone marrow stromal cellNM_004334
antigen 1
P01094_B08−1.81.6−1.1−1.21.3−1.1BTDbiotinidaseNM_000060
P01093_E08−21.5−1.1−1.92.71.1C1Rcomplement component 1, rNM_001733
subcomponent
P01077_E12−1.41.61.1−1.81.9−1.1C1Scomplement component 1, sNM_001734
subcomponent
P01097_G031.9−1.7−11−1.5−1.1C20orf14chromosome 20 open readingNM_012469
frame 14
P01140_A072.3−3.2−13−2.6−1C20orf97chromosome 20 open readingNM_021158
frame 97
P01069_E02−1.71.61.1−3.33.21.1C6complement component 6NM_000065
P01077_E10−3.12.91.1−8.24.7−1C7complement component 7NM_000587
P01099_C10−1.82.11.2−2.73.51.1CA12carbonic anhydrase XIINM_001218
P01117_G05−32.4−1.1−2.22.31.1CAMK2Bcalcium/calmodulin-dependentNM_001220
protein kinase (CaM kinase) II
beta
P01114_A05−2.73.91.2−3.52.71CAMK2Dcalcium/calmodulin-dependentNM_001221
protein kinase (CaM kinase) II
delta
P01080_B05−2.331.1−2.32.11.1CAMK2Dcalcium/calmodulin-dependentNM_001221
protein kinase (CaM kinase) II
delta
P01063_E07−1.621.2−1.81.61.1CASP1caspase 1, apoptosis-relatedNM_001223
cysteine protease (interleukin
1, beta, convertase)
P01093_G08−2.42.3−1.2−2.12.41CAV1caveolin 1, caveolae proteinNM_001753
22 kDa
P01093_E041.8−1.7−1.11.6−1.9−1.1CBScystathionine-beta-synthaseNM_000071
P01064_D02−1.51.6−1.3−2.22.8−1.1CCL13chemokine (C—C motif) ligandNM_005408
13
P01072_E08−1.31.4−1.2−2.23.2−1.1CCL7chemokine (C—C motif) ligand 7NM_006273
P01127_H031.11.2−1.3−22.9−1CCL8chemokine (C—C motif) ligand 8NM_005623
P01070_A04−1.41.91.2−3.22.41.1CCR2chemokine (C—C motif)NM_000647
receptor 2
P01138_B02−1.21.31.3−3.61.51CCRL1chemokine (C—C motif)NM_016557
receptor-like 1
P01069_H09−1.91.91.3−3.61.81.2CD36CD36 antigen (collagen type INM_000072
receptor, thrombospondin
receptor)
P01072_E03−2.82.71.2−2.92.81.2CDC25Bcell division cycle 25BNM_004358
P01093_H072−4.31.22.1−2−1CDH2cadherin 2, type 1, N-cadherinNM_001792
(neuronal)
P01129_E071.7−1.41.12−1.9−1.1CDH4cadherin 4, type 1, R-cadherinNM_001794
(retinal)
P01130_H072.1−2.4−1.11.9−1.8−1CDH5cadherin 5, type 2, VE-NM_001795
cadherin (vascular epithelium)
P01116_H02−3.32.11.1−22.41.1CDK5RAP2CDK5 regulatory subunitNM_018249
associated protein 2
P01102_B02−2.12.51−3.43.2−1.1CDSNcomeodesmosinNM_001264
P01140_G02−1.41.31.1−2.92.41CEACAM5carcinoembryonic antigen-NM_004363
related cell adhesion molecule 5
P01094_A06−1.61.31.3−4.22.91CEACAM5carcinoembryonic antigen-NM_004363
related cell adhesion molecule 5
P01062_G02−1.31.51.3−2.92.11.1CEACAM6carcinoembryonic antigen-NM_002483
related cell adhesion molecule
6 (non-specific cross reacting
antigen)
P01099_B05−1.81.81.1−2.93−1.1CEACAM7carcinoembryonic antigen-NM_006890
related cell adhesion molecule 7
P01090_E04−1.31.61.3−1.91.8−1CEBPDCCAAT/enhancer bindingNM_005195
protein (C/EBP), delta
P01070_A01−2.63.1−1−9.29.21.1CHI3L1chitinase 3-like 1 (cartilageNM_001276
glycoprotein-39)
P01125_G02−2.921−56.21CHI3L2chitinase 3-like 2NM_004000
P01134_F108−6.31.219.5−81.1CILPcartilage intermediate layerNM_003613
protein, nucleotide
pyrophosphohydrolase
P01089_A12−1.92.11−2.12.1−1CITED2Cbp/p300-interactingNM_006079
transactivator, with Glu/Asp-
rich carboxy-terminal domain, 2
P01076_A072.1−1.8−11.4−1.21.1CKAP4cytoskeleton-associatedNM_006825
protein 4
P01104_C092.2−2.41.14.3−2.81CKLFchemokine-like factorNM_016326
P01103_G05−1.41.61.3−2.51.51.3CLDN1claudin 1NM_021101
P01105_D03−32.71.3−2.62−1CLECSF2C-type (calcium dependent,NM_005127
carbohydrate-recognition
domain) lectin, superfamily
member 2 (activation-induced)
P01064_F092.2−1.51.21.2−1.21.1CNN1calponin 1, basic, smoothNM_001299
muscle
P01090_A03−1.11.31.2−2.21.61.1CNTNAP1contactin associated protein 1NM_003632
P01069_F021.21.21.23.2−31COL15A1collagen, type XV, alpha 1NM_001855
P01077_E081.8−1.511.9−1.9−1COL1A2collagen, type I, alpha 2NM_000089
P01093_F031.7−2.311.9−2.1−1COL4A2collagen, type IV, alpha 2NM_001846
P01105_C121.8−1.51.43.1−2.31.1COL7A1collagen, type VII, alpha 1NM_000094
(epidermolysis bullosa,
dystrophic, dominant and
recessive)
P01120_G042.7−2.11.23.8−3.61.1COL8A2collagen, type VIII, alpha 2M60832
P01084_A12−4.94.71.1−9.961COLEC12collectin sub-family memberNM_030781
12
P01082_H061.3−1.31.23.3−2.41.2COMPcartilage oligomeric matrixNM_000095
protein
(pseudoachondroplasia,
epiphyseal dysplasia 1,
multiple)
P01129_C121.4−1.51.32.6−1.61.3COMPcartilage oligomeric matrixNM_000095
protein
(pseudoachondroplasia,
epiphyseal dysplasia 1,
multiple)
P01076_C09−2.22.71.2−2.11.61.1COPBcoatomer protein complex,NM_016451
subunit beta
P01085_D11−44.21.1−7.74.11.1CPA4carboxypeptidase A4NM_016352
P01104_A07−1.921.2−2.52.21CPDcarboxypeptidase DNM_001304
P01077_G011.9−1.81.11.7−1.91.1CRABP2cellular retinoic acid bindingNM_001878
protein 2
P01095_E03−1.81.81.2−2.12−1.1CREGcellular repressor of E1A-NM_003851
stimulated genes
P01124_E01−2.22.11−2.52.2−1CREMcAMP responsive elementNM_001881
modulator
P01120_B011.8−1.61.23.9−3.41.1CRLF1cytokine receptor-like factor 1NM_004750
P01120_D10−1.51.91.3−3.52.41.1CROTcamitine O-NM_021151
octanoyltransferase
P01124_F10−1.21.31.2−1.81.71.1CRYAAcrystallin, alpha ANM_000394
P00777_A08−21.61.1−2.62.5−1.1CRYABcrystallin, alpha BNM_001885
P01077_E04−2.11.81.1−2.52.6−1.1CRYABcrystallin, alpha BNM_001885
P01125_B11−1.81.21.1−1.81.81CSF1colony stimulating factor 1NM_000757
(macrophage)
P01108_G053.8−31.12.3−2.41CSPG2chondroitin sulfateNM_004385
proteoglycan 2 (versican)
P01075_F12−1.51.61.1−221.1CSRP2cysteine and glycine-richNM_001321
protein 2
P01145_A03−2.12.41−3.73.4−1.1CST4cystatin SNM_001899
P00777_D032.5−21.11.1−1.4−1.2CTGFconnective tissue growth factorNM_001901
P01077_D082.6−3.5−1.21.8−2.7−1.2CTGFconnective tissue growth factorNM_001901
P01069_D112−2.11.21.9−1.41.2CTHcystathionase (cystathionineNM_001902
gamma-lyase)
P01099_B01−1.721.1−21.6−1CTNNAL1catenin (cadherin-associatedNM_003798
protein), alpha-like 1
P01093_G10−1.41.41.1−1.821CTSCcathepsin CNM_001814
P01077_G03−11.31.2−1.81.71.2CTSHcathepsin HNM_004390
P01069_H12−1.51.51.1−2.32.6−1CTSKcathepsin K (pycnodysostosis)NM_000396
P01093_G09−2.52.11.1−22.3−1CTSLcathepsin LNM_001912
P01112_D02−1.61.81.2−2.92.1−1CUGBP2CUG triplet repeat, RNANM_006561
binding protein 2
P01131_G04−1.31.61.3−2.21.71.3CUGBP2CUG triplet repeat, RNANM_006561
binding protein 2
P01090_H01−21.81.3−1.51.91.3CUL5cullin 5NM_003478
P01085_C05−3.83.41.1−5.55−1CXCL1chemokine (C—X—C motif)NM_001511
ligand 1 (melanoma growth
stimulating activity, alpha)
P01093_A02−3.73.11−5.85.4−1CXCL1chemokine (C—X—C motif)NM_001511
ligand 1 (melanoma growth
stimulating activity, alpha)
P01125_H11−2.421.1−2.32.11CXCL3chemokine (C—X—C motif)NM_002090
ligand 3
P01136_B01−4.54.41.1−8.4101.1CXCL6chemokine (C—X—C motif)NM_002993
ligand 6 (granulocyte
chemotactic protein 2)
P01069_D07−2.42.31.3−21.71CYB5cytochrome b-5NM_001914
P00777_A112−2.5−11.8−2−1CYR61cysteine-rich, angiogenicNM_001554
inducer, 61
P00777_C111.8−2.5−11.8−1.9−1.1CYR61cysteine-rich, angiogenicNM_001554
inducer, 61
P00777_C122−2.6−1.11.9−1.9−1.1CYR61cysteine-rich, angiogenicNM_001554
inducer, 61
P01108_B042.3−2.41.11.9−1.9−1.1CYR61cysteine-rich, angiogenicNM_001554
inducer, 61
P01130_H032−2.4−1.11.9−1.8−1.1CYR61cysteine-rich, angiogenicNM_001554
inducer, 61
P01100_C062.2−2.4−1.11.8−1.9−1DACT1dapper homolog 1, antagonistNM_016651
of beta-catenin (xenopus)
P01069_C071.7−1.41.12.3−2.11.1DAFdecay accelerating factor forNM_000574
complement (CD55, Cromer
blood group system)
P01129_B04−2.82.51.2−4.33.51DAPK1death-associated proteinNM_004938
kinase 1
P01092_G02−2.72.61.1−3.82.81.2DAPK1death-associated proteinNM_004938
kinase 1
P01065_A02−1.81.9−1−1.81.7−1.1DDX38DEAD/H (Asp-Glu-Ala-NM_014003
Asp/His) box polypeptide 38
P01105_A10−3.72.9−1−75.4−1DKK1dickkopf homolog 1 (XenopusNM_012242
laevis)
P01113_E052.8−2.4−1.11.8−2.1−1.1DLC1deleted in liver cancer 1NM_006094
P01093_C11−1.81.9−1−4.53.3−1DPP4dipeptidylpeptidase 4 (CD26,NM_001935
adenosine deaminase
complexing protein 2)
P01073_G11−1.81.71−1.61.51DPYSL2dihydropyrimidinase-like 2NM_001386
P01090_F081.4−1.5−1.12−1.9−1.1DSCR1Down syndrome critical regionNM_004414
gene 1
P01122_D111.7−1.21.31.9−2.11.3EBAFendometrial bleedingNM_003240
associated factor (left-right
determination, factor A;
transforming growth factor
beta superfamily)
P01123_B11−1.81.71−2.31.91ECM2extracellular matrix protein 2,NM_001393
female organ and adipocyte
specific
P01124_E11−1.61.91.2−2.11.91.2EDG1endothelial differentiation,NM_001400
sphingolipid G-protein-coupled
receptor, 1
P01103_G08−1.81.81.1−2.42.41EDG2endothelial differentiation,NM_001401
lysophosphatidic acid G-
protein-coupled receptor, 2
P01093_C01−2.11.5−1.1−2.91.9−1.3EDN1endothelin 1NM_001955
P01105_H10−1.91.91−2.22.3−1EFEMP1EGF-containing fibulin-likeNM_004105
extracellular matrix protein 1
P01064_A03−1.41.91.2−221.1EFNB3ephrin-B3NM_001406
P01093_B07−1.81.71.3−1.51.31.1EGR2early growth response 2 (Krox-NM_000399
20 homolog, Drosophila)
P01121_C03−221.2−1.21.51.2EHD3EH-domain containing 3NM_014600
P01065_E021.9−1.61.23.4−3.31.1ELNelastin (supravalvular aorticNM_000501
stenosis, Williams-Beuren
syndrome)
P01096_H11−3.43.71.1−3.53.2−1EPAS1endothelial PAS domainNM_001430
protein 1
P01102_E11−22.11.2−2.52.1−1EPB41L2erythrocyte membrane proteinNM_001431
band 4.1-like 2
P01104_A05−2.33.31.1−2.22.31.1EPI64EBP50-PDZ interactor of 64 kDNM_031937
P01130_H01−221.1−2.53.9−1EPORerythropoietin receptorNM_000121
P01077_A07−1.62.71.4−2.32.11.2ETV5ets variant gene 5 (ets-relatedNM_004454
molecule)
P01097_C06−5.94.9−1−15.814−1.1EVI2Becotropic viral integration siteNM_006495
2B
P01077_A011.8−1.81.11.3−1.41EXT1exostoses (multiple) 1NM_000127
P01069_F04−1.71.61.2−2.11.71.1F2Rcoagulation factor II (thrombin)NM_001992
receptor
P01128_B021.8−1.91.1−1−1.1−1F3coagulation factor IIINM_001993
(thromboplastin, tissue factor)
P01132_G031.9−1.71.21.8−1.61.1FACL3fatty-acid-Coenzyme A ligase,NM_004457
long-chain 3
P01096_A031.8−211.8−21FACL3fatty-acid-Coenzyme A ligase,NM_004457
long-chain 3
P01083_D072.2−1.61.21.4−1.31FADS1fatty acid desaturase 1NM_013402
P01093_B02−21.61.1−3.43.41FBLN1fibulin 1NM_001996
P01123_A083.4−31.21.6−1.9−1FBLN5fibulin 5NM_006329
P01068_H091.4−1.412.2−2−1FBN1fibrillin 1 (Marfan syndrome)NM_000138
P01084_E101.9−1.71.3−1.1−1.11.1FGF18fibroblast growth factor 18NM_003862
P01093_B03−4.24.91.2−5.95.61FGF7fibroblast growth factor 7NM_002009
(keratinocyte growth factor)
P01092_C04−3.22.91.1−3.12.3−1FGL2fibrinogen-like 2NM_006682
P01126_F06−55.2−1.1−6.54.9−1.1FMO2flavin containingNM_001460
monooxygenase 2
P01078_G11−1.92.11.2−3.12.21.1FMO3flavin containingNM_006894
monooxygenase 3
P01088_F092−1.81.21.4−1.51.1FOXD1forkhead box D1NM_004472
P01120_B03−1.81.91.3−1.21.51.2FRAFos-related antigenNM_024816
P01138_B06−1.81.51−1.41.8−1FTHL17ferritin, heavy polypeptide-likeNM_031894
17
P01068_G112.7−2.11.32.4−2.51.1FUT4fucosyltransferase 4 (alphaNM_002033
(1,3) fucosyltransferase,
myeloid-specific)
P01077_A051.8−1.511.5−1.21FYNFYN oncogene related toNM_002037
SRC, FGR, YES
P01124_G01−1.91.91.1−1.41.21FZD7frizzled homolog 7NM_003507
(Drosophila)
P01083_B093.2−4−14.2−3.5−1GABARAPL2GABA(A) receptor-associatedNM_007285
protein-like 2
P01106_B05−1.81.51−1.12.41.2GALTgalactose-1-phosphateNM_000155
uridylyltransferase
P01092_G072.5−2.3−1.21.8−2.2−1.1GARSglycyl-tRNA synthetaseNM_002047
P01085_D09−2.94.11.4−5.32.61.3GAS1growth arrest-specific 1NM_002048
P01063_E09−21.71.1−21.81.2GBP2guanylate binding protein 2,NM_004120
interferon-inducible
P01123_D12−1.91.4−1.2−2.72.7−1.1GBP2guanylate binding protein 2,NM_004120
interferon-inducible
P01135_C03−1.81.91.2−2.72.41.1GCNT1glucosaminyl (N-acetyl)NM_001490
transferase 1, core 2 (beta-
1,6-N-
acetylglucosaminyltransferase)
P01127_B01−2.82.2−1.1−2.93.7−1GDF5growth differentiation factors 5NM_000557
(cartilage-derived
morphogenetic protein-1)
P01065_A06−1.71.71.1−1.81.61GGA3golgi associated, gammaNM_014001
adaptin ear containing, ARF
binding protein 3
P01076_H05−22.41.2−2.71.91.1GM2AGM2 ganglioside activatorNM_000405
protein
P01062_E04−2.31.9−1−2.11.9−1GNPIglucosamine-6-phosphateNM_005471
isomerase
P01138_C10−2.12.2−1.1−21.9−1.1GNPIglucosamine-6-phosphateNM_005471
isomerase
P01074_D063.5−4−15.7−3.61.1GOLGA4golgi autoantigen, golginNM_002078
subfamily a, 4
P01083_C04−1.11.21.2−1.81.51.1GOLPH2golgi phosphoprotein 2NM_016548
P01125_G101.8−1.9−11.6−1.9−1.1GOLPH4golgi phosphoprotein 4NM_014498
P01131_F081.7−2.3−1.21.8−1.6−1.2GOT1glutamic-oxaloaceticNM_002079
transaminase 1, soluble
(aspartate aminotransferase 1)
P01080_A01−1.21.91.3−3.61.81.2GPM6Bglycoprotein M6BNM_005278
P01082_E09−2.22.31.2−2.92.31GPNMBglycoprotein (transmembrane)NM_002510
nmb
P01087_G08−32.31−4.94−1GPNMBglycoprotein (transmembrane)NM_002510
nmb
P01140_E04−1.81.61.3−2.51.81.1GPRK5G protein-coupled receptorNM_005308
kinase 5
P01068_E08−3.21.8−1.1−1.92.91.1GSTM1glutathione S-transferase M1NM_000561
P01068_E09−1.81.51.1−1.72.31.1GSTM3glutathione S-transferase M3NM_000849
(brain)
P01086_A10−2.41.51.1−1.92.71.1GSTM5glutathione S-transferase M5NM_000851
P01080_C031.7−1.81.12.1−1.9−1GTPBP2GTP binding protein 2NM_019096
P01108_A05−1.21.51.2−1.91.71.1GYPCglycophorin C (Gerbich bloodNM_002101
group)
P01121_B02−1.61.2−1−1.91.91.1HAGEDEAD-box proteinNM_018665
P01133_H11−1.21.81.4−2.11.71.2HAS2hyaluronan synthase 2NM_005328
P01101_C10−1.81.6−1−1.41.5−1HEBP1heme binding protein 1NM_015987
P01137_B021.8−1.511.6−1.31HERPUD1homocysteine-inducible,NM_014685
endoplasmic reticulum stress-
inducible, ubiquitin-like domain
member 1
P01136_A052−2.11.12−1.8−1HERPUD1homocysteine-inducible,NM_014685
endoplasmic reticulum stress-
inducible, ubiquitin-like domain
member 1
P01083_G121.6−1.11.12.2−1.51.2HEYLhairy/enhancer-of-split relatedNM_014571
with YRPW motif-like
P01126_B01−1.31.41.1−1.81.8−1HFL1H factor (complement)-like 1NM_002113
P01075_H10−3.66.21.3−5.33.81.3HGFhepatocyte growth factorNM_000601
(hepapoietin A; scatter factor)
P01110_C101.9−1.61.31.3−1.21.1HMGCR3-hydroxy-3-methylglutaryl-NM_000859
Coenzyme A reductase
P01112_G072−1.71.3−1−1.1−1HMGCS13-hydroxy-3-methylglutaryl-NM_002130
Coenzyme A synthase 1
(soluble)
P01064_F02−22.61.1−3.131HNMThistamine N-methyltransferaseNM_006895
P01078_F05−2.12.41.2−2.12.61.1HPNhepsin (transmembraneNM_002151
protease, serine 1)
P01107_H061.8−1.9−1.21.4−1.7−1.3IARSisoleucine-tRNA synthetaseNM_002161
P01100_C10−1.21.51.3−1.81.71.1ICOSinducible T-cell co-stimulatorNM_012092
P01124_A06−1.721.3−1.81.7−1ID2inhibitor of DNA binding 2,NM_002166
dominant negative helix-loop-
helix protein
P01072_H031.8−1.61.11.6−1.61.2ID4inhibitor of DNA binding 4,NM_001546
dominant negative helix-loop-
helix protein
P01088_C01−2.42.21−2.52.2−1IDH2isocitrate dehydrogenase 2NM_002168
(NADP+), mitochondrial
P01130_F014.5−2.91.31.8−1.71IGF1insulin-like growth factor 1NM_000618
(somatomedin C)
P01063_D102.111.23.8−1.91.3IGF1insulin-like growth factor 1NM_000618
(somatomedin C)
P00777_D09−2.62.21.1−2.93.21.2IGFBP4insulin-like growth factorNM_001552
binding protein 4
P01130_B0212.3−11.11.26.1−5.41.1IL11interleukin 11NM_000641
P01088_D05−221.2−1.81.41.1IL1Binterleukin 1, betaNM_000576
P01063_E06−33.31.1−6.76.11.1IL1R1interleukin 1 receptor, type INM_000877
P01110_E12−1.42.31.3−2.51.51.1IL1R1interleukin 1 receptor, type INM_000877
P01145_A04−32.4−1−4.22.7−1IL6STinterleukin 6 signal transducerNM_002184
(gp130, oncostatin M receptor)
P01091_B03−1.91.9−1−1.31.31IMPA2inositol(myo)-1(or 4)-NM_014214
monophosphatase 2
P01063_E031.7−1.7−1.22.4−1.71.1INDOindoleamine-pyrrole 2,3NM_002164
dioxygenase
P01082_F072.1−2.6−1.12.2−1.51.2INHBAinhibin, beta A (activin A,NM_002192
activin AB alpha polypeptide)
P01130_D092.1−1.7−11.7−1.7−1.1INPP4Binositol polyphosphate-4-NM_003866
phosphatase, type II, 105 kDa
P01067_B042−1.71.21.6−1.31.1INSIG1insulin induced gene 1NM_005542
P01074_G10−1.71.7−1−4.73.1−1.1IQGAP2IQ motif containing GTPaseNM_006633
activating protein 2
P01061_E022.6−2.612.4−2.5−1ISGF3Ginterferon-stimulatedNM_006084
transcription factor 3, gamma
48 kDa
P01140_B081.8−1.71.23−1.81ITGA11integrin, alpha 11NM_012211
P01088_C11−1.51.81.2−1.81.91.1ITGAMintegrin, alpha M (complementNM_000632
component receptor 3, alpha;
also known as CD11b (p170),
macrophage antigen alpha
polypeptide)
P01081_E022.3−1.81.22.2−2.21JUNBjun B proto-oncogeneNM_002229
P01072_G011.6−1.51.21.9−1.61.1JUPjunction plakoglobinNM_002230
P01079_A01−1.92.1−1.1−1.51.5−1JWAvitamin A responsive;NM_006407
cytoskeleton related
P01122_A091.11.31.2−1.91.61.1KCNE3potassium voltage-gatedNM_005472
channel, lsk-related family,
member 3
P01113_F02−1.81.91.2−2.42.31.1KHDRBS3KH domain containing, RNANM_006558
binding, signal transduction
associated 3
P01074_B01−1.61.21.1−1.91.71KIAA0102KIAA0102 gene productNM_014752
P01104_A04−3.23.8−1−33.4−1KIAA1049KIAA1049 proteinNM_014972
P01120_B02−1.61.51.1−1.81.71KIF1Bkinesin family member 1BNM_015074
P01088_C06−1.61.61.2−1.91.81KRT4keratin 4NM_002272
P01085_D06−1.81.71.2−3.84.11LAMA4laminin, alpha 4NM_002290
P01131_H02−1.41.41.1−21.9−1.1LAMC1laminin, gamma 1 (formerlyNM_002293
LAMB2)
P01131_H10−2.41.8−1.1−2.11.51LCN2lipocalin 2 (oncogene 24p3)NM_005564
P01100_H05−2.82.71.2−52.71LEPRleptin receptorNM_002303
P01088_B02−2.32.41.1−2.62.1−1LGALS3lectin, galactoside-binding,NM_002306
soluble, 3 (galectin 3)
P01081_B11−3.51.31.1−4.64.41LHFPlipoma HMGIC fusion partnerNM_005780
P01107_D062.2−2−11.7−1.8−1.1LIMK2LIM domain kinase 2NM_005569
P01085_G061.2−1.4−1.11.9−2.1−1LMO7LIM domain only 7NM_005358
P01085_D05−2.12.21.2−3.93.71.1LOC56270hypothetical protein 628NM_019613
P01082_E012.1−1.51.21.8−1.61.2LOXlysyl oxidaseNM_002317
P01083_H02−1.41.51.1−221LPHN2latrophilin 2NM_012302
P01131_D06−1.61.71.2−2.41.81.2LRP4low density lipoproteinAB011540
receptor-related protein 4
P01072_F031.8−1.2−12.2−1.6−1LTBP2latent transforming growthNM_000428
factor beta binding protein 2
P01088_C04−2.32.31.1−4.44.71.1LTFlactotransferrinNM_002343
P01063_A11−2.32.4−1−4.83.9−1LUMlumicanNM_002345
P01135_G05−2.42.41.2−1.71.6−1LY96lymphocyte antigen 96NM_015364
P01085_C04−21.81.2−21.51MADH3MAD, mothers againstNM_005902
decapentaplegic homolog 3
(Drosophila)
P01091_G101.8−1.41.22.2−2.11.2MADH7MAD, mothers againstNM_005904
decapentaplegic homolog 7
(Drosophila)
P01089_C011.2−1.2−11.8−1.6−1.2MAGP2Microfibril-associatedNM_003480
glycoprotein-2
P01084_A091.8−1.61.21.4−1.6−1MAP3K2mitogen-activated proteinNM_006609
kinase kinase kinase 2
P01073_E08−22.4−1−2.31.8−1MAP3K5mitogen-activated proteinNM_005923
kinase kinase kinase 5
P01066_F102−21.11.9−1.71.1MAPK7mitogen-activated proteinNM_002749
kinase 7
P01076_B121.9−2.1−1.11.7−1.7−1.1MAPRE2microtubule-associatedNM_014268
protein, RP/EB family, member 2
P01134_C043.1−2.11.12.8−3.3−1MATN3matrilin 3NM_002381
P01145_A05−1.71.9−1−2.62.1−1ME1malic enzyme 1, NADP(+)-NM_002395
dependent, cytosolic
P01072_D11−3.33.7−1−3.53.11MESTmesoderm specific transcriptNM_002402
homolog (mouse)
P01121_F04−1.92.11.3−2.11.81MGC1203hypothetical protein MGC1203NM_024296
P01068_F12−2.92.81.1−2.62.4−1MGST1microsomal glutathione S-NM_020300
transferase 1
P01091_B06−1.81.6−1−1.51.6−1.1MGST2microsomal glutathione S-NM_002413
transferase 2
P01099_H09−2.42.31.1−2.421.2MID1midline 1 (Opitz/BBBNM_000381
syndrome)
P01062_H05−1.42.21.3−2.42.41.3MMEmembrane metallo-NM_000902
endopeptidase (neutral
endopeptidase,
enkephalinase, CALLA, CD10)
P01125_H08111.12.6−2.1−1MMP11matrix metalloproteinase 11NM_005940
(stromelysin 3)
P01072_D022.8−2.6−1.31.7−2−1.2MTHFD2methylene tetrahydrofolateNM_006636
dehydrogenase (NAD+
dependent),
methenyltetrahydrofolate
cyclohydrolase
P01125_A10−1.61.61.2−1.81.51.1MTMR4myotubularin related protein 4NM_004687
P01130_C091.9−1.71.31.1−1.11.1MUCDHLmucin and cadherin-likeNM_017717
P01102_A121.4−1.31.22.5−1.61.1MVKmevalonate kinase (mevalonicNM_000431
aciduria)
P01133_F051.9−1.811.4−1.4−1.1MYH9myosin, heavy polypeptide 9,NM_002473
non-muscle
P01100_B07−22.41.1−5.52.6−1.1MYOZ2myozenin 2NM_016599
P01072_C06−1.61.61−2.62.61.1NCK1NCK adaptor protein 1NM_006153
P01086_B12−1.21.4−1−1.81.6−1.1NCOA3nuclear receptor coactivator 3NM_006534
P01135_C123.3−31.33.1−2.11.2NEDD9neural precursor cellNM_006403
expressed, developmentally
down-regulated 9
P01112_A082.5−2.11.21.7−1.81.1NET-6transmembrane 4 superfamilyNM_014399
member tetraspan NET-6
P01103_E02−1.72.11.2−2.52.1−1NFIAnuclear factor I/AAL096888
P01073_E06−1.91.91−2.11.8−1.1NFIBnuclear factor I/BNM_005596
P01064_C02−1.921.2−3.32.51NID2nidogen 2 (osteonidogen)NM_007361
P01131_E082.3−1.61.35.1−31.3NINJ2ninjurin 2NM_016533
P01072_D012.2−2.21.12.2−2.1−1NK4natural killer cell transcript 4NM_004221
P01121_G06−2.22.1−1.1−2.52.2−1.1NOL3nucleolar protein 3 (apoptosisNM_003946
repressor with CARD domain)
P01104_C086.9−6.11.15.8−5.81.1NOX4NADPH oxidase 4NM_016931
P01107_D11−1.71.6−1−1.81.81NPC2Niemann-Pick disease, typeNM_006432
C2
P01132_G062.4−21.31.5−1.61.1NPR3natriuretic peptide receptorNM_000908
C/guanylate cyclase C
(atrionatriuretic peptide
receptor C)
P01096_F08−1.51.61.2−2.121.1NPTX2neuronal pentraxin IINM_002523
P01126_E07−1.521.2−21.71.1NR2F2nuclear receptor subfamily 2,NM_021005
group F, member 2
P01064_G11−1.51.61−2.11.5−1NRCAMneuronal cell adhesionNM_005010
molecule
P01097_E111.9−1.81.11.6−1.8−1NS1-BPNS1-binding proteinNM_006469
P01103_C042.4−2.2−11.3−1.5−1NUDT3nudix (nucleoside diphosphateNM_006703
linked moiety X)-type motif 3
P01072_B112.6−2.6−1.12.3−2.3−1.2ODC1omithine decarboxylase 1NM_002539
P01082_E10−1.421.3−5.71.91.2OGNosteoglycin (osteoinductiveNM_014057
factor, mimecan)
P01119_G07−2.12.21.1−2.21.6−1OSBPL1Aoxysterol binding protein-likeNM_018030
1A
P01075_F012.3−1.6−13.9−3.7−1OSF-2osteoblast specific factor 2NM_006475
(fasciclin I-like)
P01129_A102.2−1.6−14.1−3.6−1OSF-2osteoblast specific factor 2NM_006475
(fasciclin I-like)
P01126_B11−21.5−1.21.11.71.2OXA1Loxidase (cytochrome c)NM_005015
assembly 1-like
P01071_D09−1.91.6−1.11.11.71.3OXA1Loxidase (cytochrome c)NM_005015
assembly 1-like
P01085_C08−1.31.31.1−2.21.6−1OXTRoxytocin receptorNM_000916
P01125_D042.1−1.71.24.2−2.31.3PACE4paired basic amino acidNM_002570
cleaving system 4
P01090_D03−1.41.2−1−2.41.8−1.2PARG1PTPL1-associated RhoGAP 1NM_004815
P01122_G062.6−2.41.11.9−2−1PAWRPRKC, apoptosis, WT1,NM_002583
regulator
P01120_F04−1.82.31.3−21.71.1PBFpapillomavirus regulatoryNM_018660
factor PRF-1
P01071_G08−21.5−1−1.41.71PBPprostatic binding proteinNM_002567
P01064_A091.1−1.21.21.9−1.51.2PCDH1protocadherin 1 (cadherin-likeNM_002587
1)
P01066_G05−1.41.61.3−3.22.41.2PDE1Aphosphodiesterase 1A,NM_005019
calmodulin-dependent
P01128_B031.8−1.71.1−1.1−1−1PDE5Aphosphodiesterase 5A, cGMP-NM_001083
specific
P01087_E023.4−2.41.13−3.7−1PDGFAplatelet-derived growth factorNM_002607
alpha polypeptide
P01081_F07−2.32.11.1−2.22.11.1PDGFRAplatelet-derived growth factorNM_006206
receptor, alpha polypeptide
P01142_D01−1.1−1.81.2−2.21.91.2PDGFRLplatelet-derived growth factorNM_006207
receptor-like
P01064_G021.3−1.11.32.3−21.2PDGFRLplatelet-derived growth factorNM_006207
receptor-like
P01137_F04−1.821.1−21.41.1PDPpyruvate dehydrogenaseNM_018444
phosphatase
P01071_H071.8−1.911.3−11.1PFKPphosphofructokinase, plateletNM_002627
P01064_H07−1.81.71−1.61.51PHF3PHD finger protein 3NM_015153
P01131_G121.2−11.21.8−1.71.2PIGBphosphatidylinositol glycan,NM_004855
class B
P01074_H07−1.81.91.2−1.91.61PIK3R1phosphoinositide-3-kinase,AF279367
regulatory subunit, polypeptide
1 (p85 alpha)
P01068_A02−2.41.7−1.1−1.42.11PIRPirinNM_003662
P01112_H011.8−1.61.41.3−1.4−1PISTPDZ/coiled-coil domainNM_020399
binding partner for the rho-
family GTPase TC10
P01118_H09−2.42.1−1−1.81.91PITPNMphosphatidylinositol transferNM_004910
protein, membrane-associated
P01110_G02−1.31.61.3−421PKIBprotein kinase (cAMP-NM_032471
dependent, catalytic) inhibitor
beta
P01146_A111.4−1.5−11.8−1.9−1PLA2G4Cphospholipase A2, group IVCNM_003706
(cytosolic, calcium-
independent)
P01124_G103−2.512.5−3.2−1.2PLA2R1phospholipase A2 receptor 1,NM_007366
180 kDa
P01070_G081.8−1.7−11.9−2.3−1.1PLAUplasminogen activator,NM_002658
urokinase
P01064_F01−1.82.31.2−1.71.91.2PLCL1phospholipase C-like 1NM_006226
P01118_E042.4−1.81.32.3−1.91.1PLEK2pleckstrin 2NM_016445
P01072_A035.2−5.11.32.1−1.61.2PLNphospholambanNM_002667
P01084_A082.8−2.21.11.9−1.81.1PLOD2procollagen-lysine, 2-NM_000935
oxoglutarate 5-dioxygenase
(lysine hydroxylase) 2
P01063_E041.6−1.7−1.22.4−1.61.1PLP2proteolipid protein 2 (colonicNM_002668
epithelium-enriched)
P01130_B04−3.64.31−5.65.11.1PMP2peripheral myelin protein 2NM_002677
P01131_C08−2.21.61.1−3.42.31.1PNUTL2peanut-like 2 (Drosophila)NM_004574
P01106_F021.5−1.31.21.8−1.71.1PODXLpodocalyxin-likeNM_005397
P01074_B082.8−1.81.22.2−2.81.1POLD3polymerase (DNA directed),BC020587
delta 3
P01080_A04−1.31.41−1.81.51.1PPpyrophosphatase (inorganic)NM_021129
P01123_E01−2.93.21.3−3.12.81.3PPAP2Bphosphatidic acid phosphataseNM_003713
type 2B
P01064_B12−1.51.71.2−2.21.5−1PPARGperoxisome proliferativeNM_005037
activated receptor, gamma
P01136_D03−5.43.31.1−5.34.2−1PPLperiplakinNM_002705
P01131_H041.2−1.4−1.22−1.6−1.2PPP2R4protein phosphatase 2A,NM_021131
regulatory subunit B′ (PR 53)
P01087_D04−1.21.3−1.1−1.91.5−1.1PRKCMprotein kinase C, muNM_002742
P01128_H072.3−2.21.31.4−1.41.1PRPS1phosphoribosyl pyrophosphateNM_002764
synthetase 1
P01062_F06−1.61.51.1−4.43.61PSG1pregnancy specific beta-1-NM_006905
glycoprotein 1
P01133_G04−21.91.2−5.54.8−1PSG1pregnancy specific beta-1-NM_006905
glycoprotein 1
P01131_G08−1.41.41.2−2.62.61.1PSG11pregnancy specific beta-1-NM_002785
glycoprotein 11
P01141_B07−1.41.81.3−4.141.1PSG4pregnancy specific beta-1-NM_002780
glycoprotein 4
P01079_F07−1.51.51.1−21.5−1PTGER4prostaglandin E receptor 4NM_000958
(subtype EP4)
P01131_C07−2.81.7−1.1−2.21.8−1.1PTGISprostaglandin I2 (prostacyclin)NM_000961
synthase
P01102_D102.3−2.8−1.11.1−1.2−1.1PTGS1prostaglandin-endoperoxideNM_000962
synthase 1 (prostaglandin G/H
synthase and cyclooxygenase)
P01087_D053−2.61.11.3−1.2−1.1PTGS2prostaglandin-endoperoxideNM_000963
synthase 2 (prostaglandin G/H
synthase and cyclooxygenase)
P01106_G061.8−1.51.23.1−1.51.1PTHLHparathyroid hormone-likeNM_002820
hormone
P01071_G12−1.91.4−1−3.73.6−1.1PTNpleiotrophin (heparin bindingNM_002825
growth factor 8, neurite
growth-promoting factor 1)
P01128_H08−2.32.41.1−1.51.3−1PTTG1pituitary tumor-transforming 1NM_004219
P01095_A03−2.42.41.2−1.41.21PTTG1pituitary tumor-transforming 1NM_004219
P01097_G06−1.71.7−1−2.21.6−1PUS1pseudouridylate synthase 1NM_025215
P01076_C042.5−1.71.23.1−2.61.2QPCTglutaminyl-peptideNM_012413
cyclotransferase (glutaminyl
cyclase)
P01129_C05−2.11.8−1−1.52.11.2RAB13RAB13, member RASNM_002870
oncogene family
P01115_G01−1.81.51.1−1.62.21.2RAB13RAB13, member RASNM_002870
oncogene family
P01110_E091.4−1.21.21.8−1.61RAIRelA-associated inhibitorNM_006663
P01100_E02−1.51.51.1−3.32.71RAI3retinoic acid induced 3NM_003979
P01082_A01−2.41.81.1−2.62.31.1RARRES3retinoic acid receptorNM_004585
responder (tazarotene
induced) 3
P01117_H10−1.81.61.1−2.521RASSF5Ras association (RalGDS/AF-NM_031437
6) domain family 5
P01108_C071.4−1.41.12.5−1.91.2RBP1retinol binding protein 1,NM_002899
cellular
P01136_C042.6−1.81.12.3−1.61.2RGS2regulator of G-proteinNM_002923
signalling 2, 24 kDa
P01145_A10−1.21.2−1.1−21.6−1.1RGS4regulator of G-proteinNM_005613
signalling 4
P01090_D02−1.31.2−1.1−31.9−1.3RGS4regulator of G-proteinNM_005613
signalling 4
P01081_H10−2.21.61−6.74.7−1RGS5regulator of G-proteinNM_003617
signalling 5
P01071_E04−1.91.4−1.1−3.83.2−1.1RNASE1ribonuclease, RNase A family,NM_002933
1 (pancreatic)
P01088_G09−111−1.81.8−1.1RPL5ribosomal protein L5NM_000969
P01127_E101.8−1.61.11.7−1.5−1RRASrelated RAS viral (r-ras)NM_006270
oncogene homolog
P01122_B03−221.1−2.43.11.2RRP4homolog of Yeast RRP4NM_014285
(ribosomal RNA processing 4),
3′-5′-exoribonuclease
P01104_D092.1−1.71.12−1.81RTP801HIF-1 responsive RTP801NM_019058
P01121_G042.1−1.81.14.1−3.21.1RUVBL2RuvB-like 2 (E. coli)NM_006666
P01087_B06−1.41−1.2−1.92.4−1.2S100A10S100 calcium binding proteinNM_002966
A10 (annexin II ligand,
calpactin I, light polypeptide
(p11))
P01064_F101.5−1.5−1.31.8−1.5−1.2S100A11S100 calcium binding proteinNM_005620
A11 (calgizzarin)
P00777_A05−1.91.71.1−2.32.41.1S100A4S100 calcium binding proteinNM_002961
A4 (calcium protein,
calvasculin, metastasin,
murine placental homolog)
P00777_A06−1.91.81.1−2.62.71.1S100A4S100 calcium binding proteinNM_002961
A4 (calcium protein,
calvasculin, metastasin,
murine placental homolog)
P01143_A11−1.71.71.1−2.42.41.1S100A4S100 calcium binding proteinNM_002961
A4 (calcium protein,
calvasculin, metastasin,
murine placental homolog)
P01141_F031.5−1.21.33.9−1.71.3SAA2serum amyloid A2NM_030754
P01061_F04−3.141.3−2.22.81.3SATspermidine/spermine N1-NM_002970
acetyltransferase
P01124_B03−2.93.71.4−2.12.51.4SATspermidine/spermine N1-NM_002970
acetyltransferase
P01140_G052−2.11.11.3−1.3−1SC5DLsterol-C5-desaturase (ERG3NM_006918
delta-5-desaturase homolog,
fungal)-like
P01066_H044.1−2.71.23−21.2SCDstearoyl-CoA desaturaseNM_005063
(delta-9-desaturase)
P01140_D114.7−3.81.23.5−2.41SCDstearoyl-CoA desaturaseNM_005063
(delta-9-desaturase)
P01119_B12−1.61.91.2−3.92.31.1SCDGF-Bspinal cord-derived growthNM_025208
factor-B
P01087_A04−1.11.31.2−421.2SCG2secretogranin II (chromograninNM_003469
C)
P01096_B122.6−1.91.22.8−2.5−1SCRG1scrapie responsive protein 1NM_007281
P01071_B04−1.71.7−1.1−2.62.31SDC4syndecan 4 (amphiglycan,NM_002999
ryudocan)
P01063_H09−1.81.71−1.81.6−1SDCBPsyndecan binding proteinNM_005625
(syntenin)
P01076_C051.8−1.51.21−1.2−1SEC23ASec23 homolog A (S. cerevisiae)NM_006364
P01096_G04−3.62.5−1−361.3SELENBP1selenium binding protein 1NM_003944
P01119_G09−3.22.41.1−2.55.81.4SELENBP1selenium binding protein 1NM_003944
P01076_B03−1.61.4−1−21.5−1.1SEPP1selenoprotein P, plasma, 1NM_005410
P01062_D113−2.9−14.3−3.3−1SERPINE1serine (or cysteine) proteinaseNM_000602
inhibitor, clade E (nexin,
plasminogen activator inhibitor
type 1), member 1
P01090_H11−1.31.21.2−1.92.11.3SFRP1secreted frizzled-relatedNM_003012
protein 1
P01078_F01−1.82.4−1.1−1.61.61.1SFRP4secreted frizzled-relatedNM_003014
protein 4
P01087_A06−2.91.9−1.2−32.2−1.3SGNE1secretory granule,NM_003020
neuroendocrine protein 1 (7B2
protein)
P01106_G051.8−1.71.32.9−2.21.2SKILSKI-likeNM_005414
P01102_A06−1.821.3−3.22.81.3SLC11A3solute carrier family 11NM_014585
(proton-coupled divalent metalion
transporters), member 3
P01105_A031.9−1.71.11.5−1.4−1SLC1A4solute carrier family 1NM_003038
(glutamate/neutral amino acid
transporter), member 4
P01143_D11−2.72.51.3−2.12.81.1SLC25A11solute carrier family 25NM_003562
(mitochondrial carrier;
oxoglutarate carrier), member
11
P01111_H031.8−1.711.9−2−1SLC7A11solute carrier family 7,NM_014331
(cationic amino acid
transporter, y+ system)
member 11
P01138_A083−2.9−12.3−2.4−1.1SLC7A5solute carrier family 7 (cationicNM_003486
amino acid transporter, y+
system), member 5
P01088_E103.1−2.71.12.6−2.31SLC7A5solute carrier family 7 (cationicNM_003486
amino acid transporter, y+
system), member 5
P01112_E05−1.61.31−32.2−1SLIT3slit homolog 3 (Drosophila)NM_003062
P01136_F07−1.11.41.2−2.11.91.1SLIT3slit homolog 3 (Drosophila)NM_003062
P01079_G03−3.13.4−1−3.93.5−1SNAI2snail homolog 2 (Drosophila)NM_003068
P01140_F072.9−2.61.12.2−2.51.1SNF1LKSNF1-like kinase
P01083_A04−3.23.21−9.37−1.1SNKserum-inducible kinaseNM_006622
P01085_F06−1.21.21.1−2.61.71.1SOD3superoxide dismutase 3,NM_003102
extracellular
P01074_H1211.11.1−2.61.51.1SPINT2serine protease inhibitor,NM_021102
Kunitz type, 2
P01108_B02−2.52.61.2−4.22.2−1SPRY1sprouty homolog 1, antagonistAF041037
of FGF signaling (Drosophila)
P01095_F04−2.62−1.1−1.81.8−1.1SQRDLsulfide quinone reductase-likeNM_021199
(yeast)
P01128_E071.9−212.6−2.7−1SRPULsushi-repeat proteinNM_014467
P01073_B02−1.71.71.2−2.51.9−1SRPXsushi-repeat-containingNM_006307
protein, X chromosome
P01104_F12−2.12.51.2−2.22.3−1.1SSBP2single-stranded DNA bindingNM_012446
protein 2
P01069_C061.9−1.3−12.7−2.6−1SSR1signal sequence receptor,NM_003144
alpha (translocon-associated
protein alpha)
P01130_F10−1.31.61.1−2.32.3−1.1STC1stanniocalcin 1NM_003155
P01130_B112.1−2−11.7−1.8−1.1STCHstress 70 protein chaperone,NM_006948
microsome-associated, 60 kDa
P01074_E031.7−1.3−1−1.91.5−1.1STEsulfotransferase, estrogen-NM_005420
preferring
P01127_G01−1.41.51.2−1.91.51.2STK17Bserine/threonine kinase 17bNM_004226
(apoptosis-inducing)
P01125_C11−21.6−1−2.22.1−1STK25serine/threonine kinase 25NM_006374
(STE20 homolog, yeast)
P01076_D03−2.72.91.1−2.11.81STK38serine/threonine kinase 38NM_007271
P01105_E03−2.82.7−1.1−2.72.5−1.1STMN1stathmin 1/oncoprotein 18NM_005563
P01069_A08−1.51.51.1−1.81.51STOMstomatinNM_004099
P01102_E10−1.51.61.1−2.31.51SVILsupervillinNM_003174
P01062_H06−1.52.11.2−2.92.71.2TACSTD2tumor-associated calciumNM_002353
signal transducer 2
P01098_E051.9−1.81.21.2−1.31.1TAF13TAF13 RNA polymerase II,NM_005645
TATA box binding protein
(TBP)-associated factor,
18 kDa
P01101_B02−1.91.41.1−21.81TCF7L1transcription factor 7-like 1 (T-NM_031283
cell specific, HMG-box)
P01061_C01−1.71.61.3−22.41.1TFtransferrinNM_001063
P01144_C03−3.43.61.2−42.91.1TFPItissue factor pathway inhibitorNM_006287
(lipoprotein-associated
coagulation inhibitor)
P01071_A04−1.41.61.4−2.32.31.1TFPI2tissue factor pathway inhibitor 2NM_006528
P01085_B12−1.41.41.2−2.11.71.1TGFB2transforming growth factor,NM_003238
beta 2
P01061_C08−3.53.81.2−4.741.2TGFBR3transforming growth factor,NM_003243
beta receptor III (betaglycan,
300 kDa)
P01078_B041.8−1.7−11.8−1.9−1.2THBS2thrombospondin 2NM_003247
P01124_G042.8−2.5−12.4−3.1−1.3TIMP3tissue inhibitor ofNM_000362
metalloproteinase 3 (Sorsby
fundus dystrophy,
pseudoinflammatory)
P01086_F062.1−2.4−12.6−3.1−1.2TIMP3tissue inhibitor ofNM_000362
metalloproteinase 3 (Sorsby
fundus dystrophy,
pseudoinflammatory)
P01071_A06−33−1−2.52.6−1TM4SF1transmembrane 4 superfamilyNM_014220
member 1
P01099_E08−1.61.81−1.81.5−1.1TncRNAtrophoblast-derived noncoding
RNA
P01126_E09−1.721−3.74.21.1TNFAIP2tumor necrosis factor, alpha-NM_006291
induced protein 2
P01085_A06−1.51.6−1−2.41.91.1TNFAIP3tumor necrosis factor, alpha-NM_006290
induced protein 3
P01138_G101.8−1.71.22.1−21TNFRSF12Atumor necrosis factor receptorNM_016639
superfamily, member 12A
P01078_E05−2.131.4−2.62.51.2TNFSF10tumor necrosis factor (ligand)NM_003810
superfamily, member 10
P01144_C11−221−1.91.41.2TOP2Atopoisomerase (DNA) II alphaNM_001067
170 kDa
P01140_D032.1−1.7−11.2−1.6−1TTIDtitin immunoglobulin domainNM_006790
protein (myotilin)
P01070_H07−2.92.31.1−32.6−1.1TXNRD1thioredoxin reductase 1NM_003330
P01089_D011.7−31.12.5−2.3−1UCHL1ubiquitin carboxyl-terminalNM_004181
esterase L1 (ubiquitin
thiolesterase)
P01123_D07−1.92.41.1−21.81.1UGCGUDP-glucose ceramideNM_003358
glucosyltransferase
P01089_F071.5−2.61.22.4−1.71.2UMPKundine monophosphate kinaseNM_012474
P01070_F112.1−3.11.12.4−1.91UMPSuridine monophosphateNM_000373
synthetase (orotate
phosphoribosyl transferase
and orotidine-5′-
decarboxylase)
P01061_B02−2.72.41−4.22.3−1.3VCAM1vascular cell adhesionNM_001078
molecule 1
P01141_C062.7−1.81.31.4−1.21.2WISP1WNT1 inducible signalingNM_003882
pathway protein 1
P00777_C09−1.61.81.1−54−1WISP2WNT1 inducible signalingNM_003881
pathway protein 2
P00777_C10−2.22.11.1−5.64.4−1WISP2WNT1 inducible signalingNM_003881
pathway protein 2
P01126_H07−1.81.61.1−33.9−1WISP2WNT1 inducible signalingNM_003881
pathway protein 2
P01142_D083.7−31.33.6−2.81.1XRCC4X-ray repair complementingNM_003401
defective repair in Chinese
hamster cells 4
P01104_H07−1.71.71.2−1.91.51.1ZFPM2zinc finger protein, multitype 2NM_012082
P01064_H12−1.41.51.1−1.81.5−1ZNF142zinc finger protein 142 (cloneNM_005081
pHZ-49)
P01075_E021.5−1.21.11.9−1.91ZNF193zinc finger protein 193NM_006299
|
Validation of Microarray by Real-Time RT-PCR and Western Blot Analyses
Representative microarray data was validated using real-time RT-PCR and Western analyses. TGFβ induced Collagen 1 mRNA levels in human cardiac fibroblasts at 6, 24, and 48 h; this induction was blocked by BNP at all 3 time points (FIG. 5A). Collagen 1 protein synthesis was also induced (˜3-fold) at 48 h, and BNP inhibited this stimulation by ˜75% (FIG. 5B). BNP also inhibited TGFβ-induced Fibronectin mRNA and protein expression at 48 h (FIG. 5C,D). These data corroborate the microarray results, with the exception of Fibronectin, which did not exceed the array differential expression threshold value, most likely due to the lower sensitivity of the microarray compared to real-time RT-PCR. The effects of BNP on TGFβ stimulation of pro-fibrotic genes CTGF, PAI-1, TIMP3, IL11, and ACTA2 were also confirmed by real-time RT-PCR (FIG. 6). Additional verification was obtained for the pro-inflammatory genes COX2 and IL6 at 6, 24, and 48 h (FIG. 6). Again, most likely due to sensitivity issues, IL6 was not included in FIG. 4C, since it did not exceed the array differential expression threshold value.
In addition, real-time RT-PCR assays were performed for 9 genes on primary cultures of human cardiac fibroblasts from a second independent donor lot of fibroblasts (see Table 3). The effects of BNP on TGFβ-induced gene expression in both donors were similar, although donor lot 2 was slightly less responsive to TGFβ. Taken together, these results confirm the microarray data using independent assay methods, as well as, multiple human cardiac fibroblast donors.
TABLE 3
|
|
Real-time RT-PCR validation of microarray data using human cardiac fibroblasts from
two separate donors (lot 1 and lot 2). Expression levels are normalized to 18s RNA and
are shown relative to the control samples. Standard deviations reflect duplicate
biological replicates; real-time RT-PCR reactions were performed in triplicate.
GeneControlBNPTGFβTGFβ + BNPTime (h)Lot
|
Collagen 11.0 ± 0.051.0 ± 0.051.9 ± 0.041.2 ± 0.0161
1.0 ± 0.061.1 ± 0.133.3 ± 0.051.3 ± 0.26241
1.0 ± 0.111.0 ± 0.261.5 ± 0.091.2 ± 0.01242
1.0 ± 0.131.2 ± 0.033.8 ± 0.381.3 ± 0.03481
1.0 ± 0.201.0 ± 0.012.5 ± 0.321.3 ± 0.18482
Fibronectin1.0 ± 0.040.9 ± 0.191.1 ± 0.171.0 ± 0.2961
1.0 ± 0.211.0 ± 0.101.0 ± 0.051.0 ± 0.18241
1.0 ± 0.190.9 ± 0.241.0 ± 0.021.0 ± 0.12242
1.0 ± 0.041.1 ± 0.042.2 ± 0.381.3 ± 0.35481
1.0 ± 0.011.0 ± 0.112.0 ± 0.391.5 ± 0.02482
SERPINE1/PAI-11.0 ± 0.070.7 ± 0.087.3 ± 0.441.7 ± 0.3761
1.0 ± 0.010.7 ± 0.018.5 ± 0.080.7 ± 0.10241
1.0 ± 0.100.7 ± 0.112.4 ± 0.061.1 ± 0.10242
1.0 ± 0.220.9 ± 0.008.4 ± 1.330.9 ± 0.13481
1.0 ± 0.170.8 ± 0.032.6 ± 0.030.9 ± 0.06482
CTGF1.0 ± 0.150.9 ± 0.243.5 ± 0.080.9 ± 0.0361
1.0 ± 0.281.0 ± 0.293.3 ± 0.250.7 ± 0.25241
1.0 ± 0.091.5 ± 0.442.2 ± 0.161.5 ± 0.04242
1.0 ± 0.451.4 ± 0.133.1 ± 0.011.1 ± 0.01481
1.0 ± 0.321.3 ± 0.122.1 ± 0.141.0 ± 0.24482
IL111.0 ± 0.201.1 ± 0.0413.3 ± 0.89 2.1 ± 0.0661
1.0 ± 0.131.2 ± 0.0732.3 ± 0.82 1.1 ± 0.14241
1.0 ± 0.061.0 ± 0.057.7 ± 0.812.1 ± 0.18242
1.0 ± 0.230.7 ± 0.1017.6 ± 0.22 1.0 ± 0.08481
1.0 ± 0.090.8 ± 0.095.9 ± 0.181.2 ± 0.10482
TIMP31.0 ± 0.010.9 ± 0.111.4 ± 0.031.0 ± 0.1261
1.0 ± 0.311.0 ± 0.122.6 ± 0.261.0 ± 0.23241
1.0 ± 0.130.7 ± 0.091.5 ± 0.121.3 ± 0.14242
1.0 ± 0.260.9 ± 0.003.0 ± 0.341.0 ± 0.09481
1.0 ± 0.080.6 ± 0.001.7 ± 0.130.8 ± 0.01482
IL61.0 ± 0.060.9 ± 0.023.6 ± 0.271.3 ± 0.1461
1.0 ± 0.130.9 ± 0.211.7 ± 0.140.8 ± 0.03241
1.0 ± 0.090.9 ± 0.071.4 ± 0.051.0 ± 0.11242
1.0 ± 0.130.9 ± 0.031.6 ± 0.120.9 ± 0.05481
1.0 ± 0.170.9 ± 0.061.4 ± 0.170.9 ± 0.17482
PTGS2/COX-21.0 ± 0.011.2 ± 0.229.0 ± 1.491.8 ± 0.0561
1.0 ± 0.081.2 ± 0.383.5 ± 0.671.2 ± 0.19241
1.0 ± 0.071.1 ± 0.054.9 ± 0.361.4 ± 0.18242
1.0 ± 0.101.0 ± 0.122.2 ± 0.121.3 ± 0.03481
1.0 ± 0.191.0 ± 0.065.4 ± 0.921.2 ± 0.01482
ACTA21.0 ± 0.030.8 ± 0.121.1 ± 0.110.9 ± 0.2061
1.0 ± 0.140.9 ± 0.112.2 ± 0.000.9 ± 0.07241
1.0 ± 0.040.9 ± 0.252.3 ± 0.121.6 ± 0.41242
1.0 ± 0.171.0 ± 0.031.0 ± 0.191.0 ± 0.21481
1.0 ± 0.050.7 ± 0.112.5 ± 0.131.0 ± 0.12482
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In a related study, a gene microassay profile of rat heart tissue was conducted. The results of this study are shown in FIG. 12. Fibrotic and extracellular matrix associated genes were stimulated in vivo by L-NAME plus angiotensin II. MRNA expression for collagen I, collagen III, and fibronectin was markedly reduced by the administration of BNP.
MEK/ERK Pathway Involved in BNP's Anti-Fibrotic Role
Natriuretic peptides were previously shown to stimulate ERK activity in cardiac myocytes and vascular endothelial cells. The MEK/ERK pathway has been linked to the repression of TGFβ/Smad signaling. To determine whether PKG or ERK signaling is involved in BNP-dependent attenuation of TGFβ signaling, cultured cells were treated with BNP and/or TGFβ in the presence of a PKG inhibitor (KT5823) or two different MEK inhibitors (U0126, PD98059). BNP induced ERK phosphorylation was completely blocked by KT5823 and U0126, indicating that BNP activates ERK via PKG and MEK signaling cascades (FIG. 7a). Both MEK inhibitors (U0126, PD98059) reversed BNP inhibition of TGFβ-induced Collagen-1 expression analyzed by Western blot (FIG. 7b) and real-time RT-PCR (FIG. 7c). A similar result was demonstrated for PAI-1 using real-time RT-PCR. These findings suggest that the ERK pathway plays an important role in BNP-dependent inhibition of the fibrotic response induced by TGFβ in human cardiac fibroblasts.
Fibrosis and ECM
One of the key features of cardiac fibrosis is the increased deposition of the ECM. The dynamic turnover of ECM proteins is controlled by several regulatory mechanisms: de novo biosynthesis of ECM components, proteolytic degradation of ECMs by matrix metalloproteinases (MMPs), and inhibition of MMP activities by endogenous inhibitors, TIMPs. All of these processes have been shown to be profoundly affected by TGFβ. The results provided herein suggest that TGFβ-induced ECM deposition in human cardiac fibroblasts occurs largely by increasing ECM gene expression, including Fibronectin, COL1A2, COL15A, COL7A1, MAGP2, MATN3, FBN1, and COMP. Fibronectin and collagen expression in cardiac fibroblasts has been well-established in the fibrotic response, however, this is the first report of TGFβ induction of other ECM genes including MAGP2, MATN3, FBN1 and COMP, further corroborating TGFβ's role in ECM induction. Interestingly, COMP, which is a member of the thrombospondin family, has been shown to have a direct interaction with Fibronectin,25 supporting its role in fibrotic processes. We also found Thombospondin 2, which is involved in the activation of latent TGFβ26 regulated by TGFβ in our studies and opposed by BNP (Table 2). Also sharing close identity with the latent TGFβ family of binding proteins is FBN1, a component of extracellular microfibrils. The opposing effects of BNP on these gene regulatory events, suggests that BNP modulates cardiac fibrosis.
In addition to the suppression of TGFβ-induced ECM biosynthesis, BNP may also modulate the degradation of ECM proteins by opposing elevated TIMP3 levels in TGFβ-stimulated cells. The TIMP family of proteins is believed to play significant roles in controlling extracellular matrix remodeling. Elevation of TIMP3 expression has been observed in animal models of myocardial infarction, suggesting that it may be a contributor to matrix remodeling in the failing heart.
Another hallmark of the fibrotic process is the transformation of cardiac fibroblasts to myofibroblasts and the induction of pro-fibrotic mediators. Myofibroblasts acquire contractile properties similar to smooth muscle cells. The results provided above demonstrate that BNP inhibited TGFβ-induction of several myofibroblast markers including ACTA2 and MYH9. BNP also inhibited TGFβ pro-fibrotic mediators, such as, CTGF, PAI-1, and IL11. CTGF and PAI-1 are well-established downstream signaling genes of the TGFβ pathway, and IL11 has been associated with tissue remodeling and fibrosis. IL11 expression in cardiac fibroblasts also seems to contribute to TGFβ-mediated fibrosis. The use of BNP to suppress this response should result in a protective effect.
Collectively, these effects of BNP on gene expression in TGFβ-stimulated cells demonstrate a role for BNP in anti-fibrotic processes in cardiac fibroblasts. In striking contrast to TGFβ-treated cells, BNP had no significant effects in unstimulated fibroblasts. This is consistent with the physiological actions of BNP, working only in opposition to other hormonal systems such as the renin-angiotensin-aldosterone system.
Changes in Cell Proliferation
The effects of TGFβ on cell growth is cell-type dependent. As provided above, TGFβ stimulated cardiac fibroblast proliferation. Whether TGFβ has a direct effect on cell cycle or an indirect effect through other mechanisms is unclear. However, cDNA microarray analysis revealed that BNP markedly inhibits the expression of a number of TGFβ-induced growth factors or growth factor-like genes including PDGFA, IGF1, FGF18, and IGFBP10 (CYR61). The up-regulation of these genes by TGFβ could partially explain the induction of cell proliferation, suggesting that it may be mediated indirectly through the stimulation of growth factor productions. TGFβ also induced the expression of PTHLH (PTHrP), which has known chronotropic and vasodilatory effects. In osteoblast-like cells PTHrP can induce cell proliferation. Interestingly, in the myocardium, PTHrP levels are increased in congestive heart failure (CHF).
The growth inhibitory effects of natriuretic peptides have previously been reported. Cao and Gardner first demonstrated that natriuretic peptides inhibit PDGF, FGF2, and mechanical stretch-induced DNA synthesis in neonatal rat cardiac fibroblasts. Consistent with these findings, natriuretic peptides and cyclic GMP have been reported to inhibit cell proliferation induced by angiontensin II, endothelin-1, and norepinephrine in many cell types including cardiac fibroblasts, vascular smooth muscle cells, endothelial cells, and mesangial cells. The results provided herein suggest an important role for BNP in regulating fibroblast growth during cardiac remodeling.
Changes in Inflammatory Genes
Cardiac expression of cytokines is thought to contribute to a decrease in left ventricle contractile performance and deleterious remodeling. Although similar effects have been observed with ANP, reported herein for the first time is that brain natriuretic peptide blocks TGFβ stimulation of several pro-inflammatory genes including COX2, IL6, TNFAIP6, and TNFSF4.
TGFβ has a dual effect in the regulation of inflammatory processes. For example, it increases COX2 expression and prostaglandin E2 release in pulmonary artery smooth muscle cells, airway smooth muscle cells, and intestinal epithelial cells. On the other hand, TGFβ down-regulates the production of MCP-1 and complement components (C3 and C4) in human proximal tubular epithelial cells and macrophages. The results provided herein corroborates the dual effect of TGFβ in the modulation of inflammatory gene expression in cardiac fibroblasts. From these results, it was found that while TGFβ induced some inflammatory genes, it down-regulated others, such as, IL1b, MCP1-R, GRO1, GRO3, and MCP4. Both effects are reversed by BNP. However, in the absence of TGFβ stimulation, BNP had no significant effect on the expression of inflammatory genes. It is likely that a balance of pro- and anti-inflammatory stimuli is important in the process of cardiac remodeling.
Signaling Mechanism Underlying BNP's Anti-Fibrotic Role
Studies aimed at elucidating the mechanism of BNP's inhibition of a fibrotic response indicate that the ERK signaling pathway plays an important role. The results provided herein demonstrate that BNP phosphorylates ERK via PKG-dependent signaling in primary human cardiac fibroblasts. Moreover, this activation attenuates the TGFβ-induced fibrotic response as measured by Collagen 1 expression. This is consistent with previous studies showing that ERK activation is required for both the anti-hypertrophic effect of ANP in cardiac myocytes, and the inhibition of TGFβ signaling in mammary and lung epithelial cells.
In Vivo Studies
In a related study, an in vivo model for acute myocardial injury was used to explore the effects of BNP. Male Sprague Dawley rats ranging in weight from 225 to 250 gm were utilized. Acute myocardial injury was induced by administration of Nω-nitro-L-arginine methyl ester (L-NAME, 40 mg/kg/day)salt (1% NaCl) plus angiotensin II (AngII, 0.5 mg/kg/day) in the rats. The L-NAME was administered in drinking water from day 1 to day 14. Angiotensin II was continuously infused subcutaneously with an osmotic pump from day 11 to day 14. Rat BNP (400 mg/kg/min) was intravenously infused through an external infusion pump from day 10 to day 14.
Systolic blood pressure, plasma level of aldosterone, cardiac function heart/body weight ration and gene expression in the heart were analyzed. Systolic blood pressure was monitored via tail cuff technique with an IITC blood pressure recording system. Cardiac function was monitored via a Millar ARIA Pressure Volume Conductance System with an 1.4 F catheter. Gene expression as referenced above with results provided in FIG. 12 were monitored by RT-PCR with an ABI Prism™ 7700 sequence detection system.
It was observed that BNP had no effect on systolic blood pressure raised by L-NAME+AngII but significantly attenuated aldosterone1.25.2±0.2 vs. 6.6±0.16 ng/ml, p<0.05). See FIG. 10. As shown in FIG. 13, BNP improved cardiac function by significantly increase in stroke volume (2.68±0.23 vs. 4.74±0.73 ul, p<0.05), ejection fraction (13.6±1.1 vs. 20.4±2.4% p<0.05), and diastolic volume (19.0±0.9 vs 22.4±1.1 ul, p<0.05) and stroke work (223.0±29.4 vs 531.5±99.1 mmH*ul, p<0.05), and decrease in arterial elastance (6.50±5.7 vs 42.6±5.1 mmHg/ul, p<0.01). As shown in FIG. 11, BNP significantly reduced the heart/body weigh ratio (0.0039±0.002 vs. 0.0029±0.001, p<0.05) and as referenced above, abolished the profibrotic phenotype indicated by decreasing expression of collagen I (p<0.01), collagen III (p<0.05) and fibronectin (p<0.05).
SUMMARY
Along with the endothelin pathway, the renin-angiotensin and aldosterone system, the fibrosis-promoting TGFβ pathway is important in the pathophysiology of heart failure. BNP appears to oppose TGFβ-regulated gene expression related to fibrosis and myofibroblast conversion. Furthermore, BNP's opposition to the TGFβ-stimulated fibrotic response is dependent on the PKG and the MEK/ERK pathways. This finding is consistent with the observation that BNP deficient mice show increased fibrosis and Collagen 1 expression. In addition to BNP's global effects on fibrosis, it may also have effects on other processes, such as inflammation and proliferation (FIG. 8). These findings support a beneficial role for BNP in the prevention of cardiac fibrosis and the treatment of cardiac diseases. They also provide the first demonstration that BNP has a direct effect on cardiac fibroblasts to oppose a TGFβ-induced fibrotic response, suggesting that BNP functions as an anti-fibrotic factor in the heart to prevent cardiac remodeling in pathological conditions.
Independent from the antifibrotic effect, the in vivo studies as provided herein indicate that BNP may be used to reduce cardiac remodeling and prevent subsequent heart failure. BNP may also be useful as a cardioprotective agent to improve cardiac function post acute myocardial injury such as myocardial infarction.
All references cited throughout the specification are expressly incorporated herein by reference. While the present invention has been described with reference to the specific embodiments thereof, it should be understood by those skilled in the art that various changes may be made and equivalents may be substituted without departing from the true spirit and scope of the invention. In addition, many modifications may be made to adapt a particular situation, material, composition of matter, process, and the like. All such modifications are within the scope of the claims appended hereto.