WO2006013862A1 - Cdk4阻害剤に対する薬剤感受性の予測方法 - Google Patents
Cdk4阻害剤に対する薬剤感受性の予測方法 Download PDFInfo
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Definitions
- the present invention relates to a method for measuring and predicting sensitivity to a CDK4 inhibitor in a test tissue or a test cell at a molecular level.
- background technologies related to the molecules used for the measurement and prediction are also known.
- the cell cycle is the basic system of cell division and is the final stage of signal transduction in cell growth control.
- the cell cycle proceeds from the G1 phase, the S phase, the G2 phase, and the M phase in this order, with the cell growth being stopped as the GO phase.
- S phase DNA replication occurs
- M phase cell division occurs.
- the cyclin-CDK (Cyclin dependent kinase) complex plays a central role in the control of the cell cycle, among the forces involving various proteins. That is, cyclin D force SCDK4 (or CDK6) and cyclin E and cyclin A form a complex with CDK2 and are activated.
- the activated complex phosphorylates Rb (Retinoblastoma) protein to promote signal transduction, and activates transcription factors such as E2F to induce cells from G1 phase to S phase. .
- CDK4 human CDK4 gene accession number: U37022: SEQ ID NO: 1
- U37022 SEQ ID NO: 1
- cyclin D a gene that neutralizes its growth inhibitory activity by phosphorylating Rb protein, and is reported to be highly expressed in certain cancer cells (Adv. Cancer Res., 1996). Year, 68 ⁇ , 67 pages).
- CipZ Kip family having homology with p21 and an INK4 family having homology with pl6 a plurality of CDK inhibitors are known, and are roughly classified into a CipZ Kip family having homology with p21 and an INK4 family having homology with pl6.
- the ability to inhibit cell cycle progression by inhibiting the phosphorylation activity of the cyclin-CDK complex and inhibiting the phosphorylation of the Rb protein CipZKip family has multiple cyclin-CDK complexes
- the INK4 family binds only to CDK4 or CDK6 and inhibits them.
- p27 (Accession number of human p27 gene: NM—004064: SEQ ID NO: 2) is one of the CipZKip family. p27 was identified as a protein of approximately 27 kDa that binds to and inhibits the activity of the cyclin E ⁇ CDK2 complex in cells that have stopped growing (Genes Dev., 1994, 8 ⁇ , 9).
- pl6 human pl6 gene accession number: NM —000077: SEQ ID NO: 3
- pl8 human pl8 gene accession number: NM—00 1262: SEQ ID NO: 4
- pl6 binds to CDK4 and cDNA was isolated as a CD K inhibitor that inhibits its activity (Nature, 1993, 366 ⁇ , 704).
- pl6 is a 16kDa protein consisting of 156 amino acids.
- pl8 was cloned by searching for a protein that interacts with CDK6 using the yeast two-hybrid system (Genes Dev., 1994, 8 ⁇ , 2939). Guan et al. Found that pl8 is strong with CDK6 but has a slow interaction with CDK4 and no interaction with other CDKs.
- Non-Patent Document 2 Cancer Res., 2003, 63 ⁇ , 8791
- Non-Patent Documents 1 and 2 do not mention that the expression level of pl6, pl8, or p27 can be used as an index to predict the sensitivity and resistance to drugs, and the expression levels of these genes and CDK4 There was no suggestion about the relationship between drug sensitivity and efficacy against inhibitors.
- the present invention has been made in view of the above-described problems of the prior art, and an object thereof is to provide a gene that serves as an index in predicting the degree of drug sensitivity of a CDK4 inhibitor. Another object of the present invention is to provide a method for predicting drug sensitivity to a CDK4 inhibitor using the expression level of a powerful gene as an index.
- the present inventors have found that the expression level of Pl6, pl8 or p27, which is known as a molecule controlling the cell cycle as a CDK4 inhibitor, is CDK4 inhibitory.
- the present invention was completed by discovering that it can be used as an index for predicting the presence or degree of drug sensitivity to a drug.
- the present invention is selected from the group consisting of pi 6 gene, pi 8 gene and p 27 gene used for predicting drug sensitivity to a CDK4 inhibitor based on the expression level in a test tissue or test cell.
- a gene for predicting drug sensitivity is provided.
- CDK4 inhibitors are useful as therapeutic agents for proliferative diseases such as cancer because they have the effect of suppressing cell growth by inhibiting the phosphorylation of Rb protein. It also has side effects that inhibit the growth of However, if drug sensitivity is predicted using the above gene for predicting drug sensitivity before CDK4 inhibitor is administered to patients, administration to patients with ineffective CDK4 inhibitors can be avoided. Can be greatly reduced.
- the gene for predicting drug sensitivity is preferably a pl8 gene.
- the pl8 gene correlates significantly with drug sensitivity to CDK4 inhibitors, allowing more accurate predictions.
- the present invention also relates to the pi 6 gene, the pi 8 gene, and the p27 gene used to predict drug resistance to a CDK4 inhibitor based on the expression level in a test tissue or test cell!
- a gene for predicting drug sensitivity selected from the group consisting of: In the case of predicting drug resistance as well as drug hypersensitivity to a CDK4 inhibitor, these drug sensitivity prediction genes can be preferably used.
- the present invention includes an antisense nucleic acid of a gene selected from the group consisting of pl6 gene, pl8 gene and p27 gene, or an antibody that specifically recognizes a protein expressed by the gene.
- a reagent for detecting drug sensitivity to a CDK4 inhibitor is provided. By using the reagent for detecting drug sensitivity, sensitivity to this drug can be predicted before the CDK4 inhibitor is administered to a patient.
- a protein P 16 gene is expressed in protein SEQ ID NO: 8
- PL8 gene is expressed in protein SEQ ID NO: 9
- p27 gene is expressed in SEQ ID NO: 10.
- Prediction of drug sensitivity to the above-mentioned CDK4 inhibitor is carried out by using a drug sensitivity detection probe comprising an antisense nucleic acid of a gene selected from the group consisting of pl6 gene, pl8 gene and p27 gene, It is preferable to use an antibody for drug sensitivity detection that specifically recognizes the expressed protein.
- the present invention comprises a step of measuring the expression level of at least one gene selected from the group consisting of pl6 gene, pl8 gene and p2 7 gene in a test tissue or test cell (measurement step);
- a method for predicting drug sensitivity to a CDK4 inhibitor comprising a step of comparing the expression level of the gene with the expression level of the gene in healthy tissues or cells (comparative step). Using this method, the sensitivity to this drug can be predicted before the CDK4 inhibitor is administered to the patient.
- the test tissue or test cell further includes a step of determining that the drug sensitivity to the CDK4 inhibitor is high (high sensitivity determination step), the expression of the gene is detected in comparison with the healthy tissue or healthy cell.
- the tissue or test cells are very low, it can be predicted that the drug sensitivity to the CDK4 inhibitor is high.
- the present invention also includes a step (detection step) of detecting the expression of at least one gene selected from the group consisting of the pl6 gene, the pl8 gene, and the p27 gene in a test tissue or a test cell.
- a step for predicting drug sensitivity to an inhibitor is provided. If this method is used, since the measurement step and the comparison step are unnecessary, the sensitivity to the DK4 inhibitor can be easily predicted.
- the gene whose expression is detected is preferably a pi8 gene. Since the pl8 gene significantly correlates with drug sensitivity to CDK4 inhibitors, more accurate prediction can be made by the above prediction method.
- the use of a gene serving as an index, ie, pl6, pl8, or p27 when predicting the degree of drug sensitivity of a CDK4 inhibitor Gene. Also provided is a method for predicting drug sensitivity to CDK4 inhibitors using the expression levels of these genes as an index.
- pl6, pl8, or p27 is a factor that negatively regulates the cell cycle, and is a product of a tumor suppressor gene that has an action of inhibiting the kinase activity of the corresponding CDK. Attempts have been made to target anti-cancer drugs. It has never been possible to predict that these genes can be used to predict the sensitivity of CDK4 inhibitors that exert the same effect as CDK inhibitors.
- FIG. 1 is a diagram confirming the change in the phosphorylation level of Rb protein by Compound A treatment.
- FIG. 2 is a diagram comparing cell growth inhibition and apoptosis induction by compound A for cultured cells derived from various tissues.
- FIG. 3 is a diagram showing a clustered state in which genes whose expression level changes in these cells are detected by microarray for cultured cells derived from various yarns and weaves.
- FIG. 4 is a diagram showing the expression levels of pl8, pl6, p27 and phosphorylated Rb protein (pRB) in cultured cells derived from various tissues.
- FIG. 5 shows the confirmation of pl8 expression in HeLa cells in which pl8 expression was induced.
- FIG. 6 is a diagram showing the relationship between p18 expression and apoptosis induction.
- FIG. 7 A graph in which genes whose expression levels change due to overexpression of pl6 and p27 were examined at four time points of 24, 36, 48, and 72 hr and plotted.
- FIG. 8 is a diagram in which genes whose expression levels change due to overexpression of pl6 and p27 are confirmed at 4 time points of 24, 36, 48 and 72 hr.
- FIG. 9 A diagram in which genes whose expression levels change due to overexpression of pl6 and p27 were detected and clustered at four time points of 24, 36, 48 and 72 hr.
- the "test tissue” is not particularly limited as long as it is derived from a specimen (mainly human) whose sensitivity to a CDK4 inhibitor is to be measured, but it is easy to separate and extract. From the viewpoint, it is preferably blood. Blood can be considered as one supporting tissue because blood cells can be considered as cellular components and plasma containing fibrinogen as an extracellular matrix. In addition, since the target diseases of CDK4 inhibitors are mainly proliferative diseases (cancer, tumor, rheumatoid arthritis, etc.), it is preferable that the tissue is derived from an organ in which a strong disease has occurred.
- test cell is not particularly limited as long as it is derived from a specimen (mainly human) whose sensitivity to a CDK4 inhibitor is to be measured. However, separation and extraction are easy. From the viewpoint of being, it is preferably a blood cell (not only blood cells such as red blood cells and white blood cells but also a mixture thereof).
- a blood cell not only blood cells such as red blood cells and white blood cells but also a mixture thereof.
- the target diseases of CDK4 inhibitors are mainly proliferative diseases (cancer / tumor, rheumatoid arthritis, etc.), it is preferable that the cells are derived from the tissue in which such diseases occurred.
- CDK4 inhibitor is not particularly limited as long as it is a substance that inhibits the activity of CDK4, and it may be a low molecular or high molecular compound or a protein or peptide. Good. Further, it may be a low molecular weight physiologically active substance. Specific examples of such a CDK4 inhibitor include Flavopiridol, BMS387032, R-Roscovitine.
- drug sensitivity is inherently different depending on gender, age, nutritional state, and disease state, and is affected by the drug concentration in the tissue. Regardless of these factors, the drug administration value What is necessary is just to judge the degree of sensitivity on the basis of whether there is. That is, the expression level of the pl6, pl8 or p27 gene is measured, and whether or not the drug should be administered according to the expression level is examined.
- Drug resistance is a phenomenon in which a decrease in responsiveness to a drug usually occurs when the drug is administered continuously or frequently in a short time.
- Known causes of drug resistance include, for example, a decrease in the number of receptors, a decrease in receptor binding affinity, and a decrease in information transmission system activity.
- drug hypersensitivity refers to a phenomenon in which, for example, when the concentration of agonist at the site of action is reduced, the reactivity to the given agonist is remarkably enhanced.
- Known causes of drug hypersensitivity include increased receptors and increased activity of information transmission systems from receptors.
- Drug sensitivity prediction gene refers to a pl6, pl8 or p27 gene used for predicting drug sensitivity to a CDK4 inhibitor based on the expression level in a test tissue or test cell.
- the pl6, pl8, or p27 gene is known as a factor having an action of inhibiting the phosphorylation activity of CDK in vivo. Both of these genes inhibit cyclin CDK from phosphorylating the Rb protein by binding to the cyclin CDK complex. That is, these genes function as regulators of the Rb pathway. Based on these facts, cells with low expression of pl6, pl8 or p27 genes are expected to activate Rb pathway with high CDK activity, and there is a correlation between these genes and CDK activity. Force expected to be related CDK4 blockage There has been no knowledge of the relationship between the sensitivity to harmful agents and the expression level of p16, p18 or p27 gene.
- the present inventors clarified the correlation between the expression level of CDK4 inhibitor and pl6, pl8 or p27 gene by classifying at the cell level or tissue level according to the difference in sensitivity to CDK4 inhibitor, and predicted drug sensitivity. The use of the above gene was found.
- Examples of animal species from which the respective genes of CDK4, pl6, pl8, and p27 are derived include humans and non-human animals, and examples include humans, mice, rats, monkeys, monkeys, and rabbits. However, among these, humans are preferable.
- the p18 gene is particularly preferred for use in examining drug sensitivity to a force CDK4 inhibitor that discloses use of the pl6, pl8, or p27 gene.
- the relationship between the expression level and drug sensitivity is a remarkable force.
- drug sensitivity detection probe for CDK4 inhibitors, pi 6 gene shall apply that of an antisense nucleic acid of a gene selected from the also the group pi 8 genetic Kooyobi P 27 gene force, its use CDK4 Used to examine drug sensitivity to inhibitors
- the antisense nucleic acid can specifically recognize mRNAs of pl6 gene, pl8 gene and P27 gene expressed in the test tissue or test cell, respectively, the full-length gene or a part of the gene can be recognized. It may be an antisense nucleic acid of sequence or may be either DNA or RNA.
- an antisense nucleic acid having a length of 100 bp or more is usually used. However, it is preferably 500 bp or more, and more preferably 1000 bp or more.
- an oligonucleotide of several tens of bp may be used as long as the corresponding mRNA can be specifically recognized.
- the antisense nucleic acid can be synthesized by PCR using the above gene as a saddle if it is DNA, and can be synthesized by the in vitro translation method using the above gene as a saddle if it is RNA. In the case of oligonucleotide, it can be synthesized by a DNA synthesizer.
- an antibody that specifically recognizes pl6, pl8, and p27 can be used as long as it can specifically recognize pl6, pl8, and p27 expressed in a test tissue or a test cell. It may be a terminal antibody or a polyclonal antibody.
- the above antibody can be prepared, for example, by immunizing a rabbit with the above protein or a synthetic peptide thereof, or by the nobridoma method.
- the "drug sensitivity detection reagent” is a reagent prepared for examining drug sensitivity to a CDK4 inhibitor containing the antisense nucleic acid or the antibody as an essential component, and only the antisense nucleic acid or the antibody is effective. Preferably, it is a mixture of the antisense nucleic acid or the antibody and other components.
- drug sensitivity detection reagents are usually dissolved in a neutral buffer solution together with the above-mentioned antisense nucleic acid or antibody together with an enzyme inhibitor or reducing agent that prevents their degradation, and other necessary components depending on the application. Can be produced.
- the "method for predicting drug sensitivity to a CDK4 inhibitor" is an expression level of at least one gene selected from the group consisting of Pl6, pl8 and p27 in a test tissue or test cell. And a comparison step of comparing the expression level of the gene with the expression level of the gene in a healthy tissue or a healthy cell.
- the ability to measure the expression level of at least one of the pl6, pi8, or p27 genes in the test tissue or test cell separated from the subject “At least one” means that the expression level may be measured by paying attention to any one gene of pl6, pl8 or p27, or the expression level may be measured by paying attention to two or three genes. It's okay. Even when focusing on two or three genes, in order to perform more accurate prediction, it is preferable to measure the expression level including at least pl8.
- the measurement method is not particularly limited, but for example, the expression level of these genes can be measured by solubilizing a test tissue or test cell and then analyzing it with a DNA microarray or the like.
- the expression level of a translation product can be investigated by Western blotting, for example.
- pl6, pl8 or pl8 in the test tissue or test cell measured in the measurement process. Compares the expression level of the p27 gene with the expression level of the pl6, pl8, or p27 gene in healthy tissues or cells from which healthy human power is separated.
- the comparison method is not particularly limited. 1S Specifically, for example, the fluorescence intensity on the array is quantified in the case of a DNA microarray, or the detected band is counted with a densitometer or the like in the case of Western blotting. What is necessary is just to compare by digitizing.
- a high sensitivity determination step may be further included.
- the hypersensitivity judgment step is performed when the expression of the gene in the test tissue or test cell is lower than the expression of the pl6, pl8 or p27 gene in the healthy tissue or healthy cell as a result of the comparison of the expression level. This is a step in which the test cell is judged to have high drug sensitivity to a CDK 4 inhibitor.
- the test tissue when the expression level of the gene is compared in the comparison step and the expression of the gene in the test tissue or test cell is lower than that in the healthy tissue or healthy cell, the test tissue Alternatively, it can be predicted that the specimen from which the test cells are separated is highly sensitive to the CDK4 inhibitor.
- the "method for predicting drug sensitivity to a CDK4 inhibitor" comprises expressing at least one gene selected from the group consisting of Pl6, pl8 and p27 in a test tissue or test cell. It includes a detection step of detecting.
- the method for predicting drug sensitivity to a CDK4 inhibitor according to the first embodiment of the present invention comprises the expression levels of Pl6, pl8 and p27 genes in a test tissue or test cell and a healthy tissue or healthy cell.
- the degree of sensitivity of these genes to CDK4 inhibitors can be determined not only by comparison with healthy tissues but also by simply confirming the presence or absence of expression. That is, in the prediction method according to the second embodiment, highly sensitive tissue cells tend to have low or no expression of the gene (particularly P18). Therefore, as a result of examining the expression of the above gene, when the expression was strong enough or could not be detected, but the expression level was extremely low, the sensitivity to the CDK4 inhibitor was It can be predicted that the acceptability is high.
- the method for detecting the expression of the pl6, pl8 and p27 genes is not particularly limited. Specifically, for example, after solubilizing a test tissue or test cell, a DNA microarray, etc. Can be detected. Moreover, when detecting the translation product of the said gene, the presence or absence of the expression of a translation product can be investigated by Western blotting, for example.
- a test tissue or a test cell separated from a test sample is used! The ability to detect the expression of at least one of the pl6, pl8 or p27 genes.
- “at least one” refers to any one of ⁇ 16, ⁇ 18 or ⁇ 27.
- the expression level may be measured, or the expression level may be measured by paying attention to two or three genes. Even when paying attention to two or three genes, it is preferable to measure the expression level including at least 18 in order to make a more accurate prediction.
- a low sensitivity determination step is a step of determining that the test tissue or the test cell is low in drug sensitivity to the CDK4 inhibitor when the gene is expressed as a result of detection.
- the specimen from which the test tissue or test cell is separated is sensitive to the CDK4 inhibitor. Can be predicted to be low.
- Example 1 CDK4 inhibitor resistance experiment (Plasmid construction)
- the pl8 gene was amplified by PCR using HeLa cell cDNA as a saddle.
- the amplified p18 gene was inserted into pCR 2.1—TO PO vector using TOPO TA cloning kit (Invitrogene) to construct an expression vector.
- pTRE2hyg FLAG—pl8 vector contains FLAG gene and pl8 gene as pTR.
- HCT116, SCC-25, PA-1 and U-118MG were cultured using D-MEM medium (GIBCO) supplemented with 10% fetal bovine serum.
- PC13, MSTO-211H, BxPC-3 and NCI-H69 were cultured using RPMI 1680 (IWAKI) supplemented with 10% fetal bovine serum.
- SK-OV-3 was cultured using McCoy's 5a medi urn (GIBCO) with 10% fetal calf serum.
- J82 was cultured using a 10% fetal bovine serum-added MEM medium (GIBCO).
- HeLa Tet-On cells were purchased from Clontech and cultured using 10% Tet System Approved Fetal Bovine Serum (Clontech) supplemented DMEM medium (GIBCO).
- Cdk4 and its activator cyclin D2 and glutathione S-transferase fusion cDNA were incorporated into a baculovirus expression vector to produce a recombinant baculovirus.
- the produced baculovirus was infected with insect cell Sf9 and highly expressed as a cyclin D2 and dartathione S transferase fusion-Cdk4 active complex. After the cells were recovered and soluble, the active complex was adsorbed on dartathione sepharose, and the cyclin D2-Cdk4 complex was recovered with precision protease and purified by HPLC force chromatography (EMBO J. , 1996, 15th, 7060-7069
- Cyclin D2 In the measurement of Cdk4 activity, the substrate is amino acid 775 of RB protein.
- a synthetic peptide corresponding to No. 787 (Arg-Pro-Pro-Thr-Leu-Ser-Pro-Ile-Pro-His-lie-Pro-Arg: SEQ ID NO: 5) was used (EMBO J., 1996 Year 15, pp. 7060-7069).
- the reaction was carried out by a partial modification of the method of Kitagawa et al. (Oncogene, 1992, Vol. 7, pp. 1067-1074).
- the reaction volume is 21.1 ⁇ 1
- the composition of the reaction buffer (R buffer) is 20 mM Tris-HCl buffer (pH 7.4) / 10 mM magnesium chloride / 4.5 mM 2-mercaptoethanol / ImM ethylene glycol bis (beta Aminoethyl ether) N, N, ⁇ ', ⁇ , monotetraacetic acid (EGTA).
- Cyclin D2—Cdk4 purified in R buffer, 100 mol substrate peptide, 50 mol unlabeled adenosine triphosphate (ATP) and 1 ⁇ Ci [gamma- 33 ⁇ ] labeled ATP (2000—4000 CiZmmol: Daiichi Kagaku Were added, and reacted at 30 ° C for 45 minutes. Thereafter, 101 350 mM phosphate buffer was added to the reaction system to stop the reaction. The substrate peptide was adsorbed on a P81 paper filter 96-well plate, washed several times with 75 mM phosphate buffer, and its radioactivity was measured with a liquid scintillation counter.
- test compound was added to the reaction system by first preparing a dimethyl sulfoxide (DMSO) dilution series of the compound and adding 1.1 ⁇ l thereof.
- a control system was prepared by adding 1.1 ⁇ 1 of DMSO to the reaction system.
- Cytalin D2 Cosmetic D2 except for using Cytalin D2—Cdk6 instead of Cdk4 V
- Cytalin A-Cdk2 activity was measured using a synthetic peptide (Ala-Lys—Ala—Lys-Lys-Thr-Pro-Lys-Lys-Ala-Lys-Lys: SEQ ID NO: 6) as a substrate. Cytalin D2-Cdk4 activity was measured in the same manner as in the measurement of cytarin D2-Cdk4 except that cyclin A-Cdk2 was used instead of Cdk4.
- the cyclin A—Cd k2 activity was measured in the same manner as the cyclin A—Cd k2 except that cyclin B—Cdkl was used instead of cyclin A—Cdk2.
- the synthetic peptide (Tyr— Ser—Pro—Thr—3 ⁇ 4er—Pro—Thr—Tyr—3 ⁇ 4er—Pro—Thr—3 ⁇ 4er—Pro—Thr—Tyr- ⁇ er — Pro— Thr— Ser— Pro— Thr— Tyr— 3 ⁇ 4er— Pro— Thr— 3 ⁇ 4er— Pro— Thr: except for using cyclin H-Cdk7 instead of cyclin D2-Cdk4 Cyclin D2-Cdk4 activity was measured in the same manner.
- Cell growth inhibition was measured by sulforhodamine B dye -staining method did.
- Each cell culture medium 100 1 containing 2 ⁇ 10 3 cells as viable cells was dispensed into a 96-well cell culture dish and cultured overnight.
- a DMSO dilution series was prepared for DMSO solution.
- DMSO alone was added to the culture medium for each cell as a dilution series or as a control with no drug added.
- 100 ⁇ l of culture medium supplemented with each drug dilution series or DMSO alone was added to the cells cultured in a 96-well dish, and further cultured for 3 days.
- Table 1 shows the in vitro inhibitory activity of the CDK inhibitor (hereinafter referred to as Compound A) used in this Example. From Table 1, it was confirmed that Compound A inhibits the kinase activity of the CDK family at a low concentration. On the other hand, it was revealed that kinases other than the CDK family have no inhibitory activity at low concentrations. Therefore, Compound A was considered to be a CDK selective inhibitor.
- CDKs IC50 (nM) Other kinases IC50 (nM)
- a (final concentration: 3, 10, 30, ⁇ ) and DMSO were added to the culture medium for each cell as a non-drug control.
- Cells were harvested after 24 hours of drug treatment.
- Cellular The disrupted solution was separated by 7.5% SDS polyacrylamide gel electrophoresis and then transferred from the gel to an Immo bilon PVDF membrane (Millipore).
- the PVDF membrane was immersed in a primary antibody solution containing anti- Ser780 (manufactured by cell signaling), which is a specific antibody of phosphorylated Rb protein, and permeated at 4 ° C. overnight. After infiltration, it was immersed in a secondary antibody solution containing HRP-conjugated goat antirabbit IgG and infiltrated at 4 degrees for 1 hour. After permeation, it was washed with TBS-T buffer. Thereafter, chemiluminescence was exposed to X-ray film using ECL (Amersham), and the abundance of the target antigen was examined.
- the results are as shown in FIG.
- the band in the gel indicates phosphated Rb protein (pRB).
- Rb protein phosphate was decreased in a concentration-dependent manner when Compound A was treated. Therefore, it became clear that Compound A has an activity to inhibit CDK in cells.
- Fig. 2 shows the results of examining the cell growth inhibitory activity and apoptosis-inducing activity of Compound A.
- the cell growth inhibitory activity was determined using IC50 as the concentration at which cell growth was inhibited by 50% by Compound A.
- Induction of apoptosis was analyzed using flow cytometry and examined by increasing the SubGl fraction.
- IC50 in the figure indicates the cell growth inhibitory activity described above, and subGl induction indicates the rate of apoptosis induction.
- RNA was purified from each cell line using the RNeasy total RNA isolation kit (Qiagen) and labeled with T7 RNA polymerase (Enzo Diagnostats). The labeled RNA was hybridized to a GeneChip TM (Affymetritas) HG-U95A chip containing about 12,000 human gene probe sets. The hybridization and tip washing procedures followed the Affymetritas 'fluidics' station protocol.
- Criteria 1 Genes with 16 or more out of 20 comparisons that have higher expression in susceptible strains than resistant strains, or genes that have 16 or more outliers and higher expression in resistant strains than sensitive strains.
- Clustering was performed using Genespring (Silicon Genetecs). Genes are clustered vertically along cell line strength. Clustering is a method of classifying patterns, in which cell lines and genes that are similar to Noturn are displayed side by side on a saddle diagram. This clustering shows that cell lines are classified into sensitive and weak groups. Based on this fact, it is considered that resistance to CDK inhibitors can be predicted by the expression levels of these genes.
- Criterion 2 Comparison of sensitive and resistant strains derived from lung tissue: PC13 vs. NCI—H69, MSTO — 211H vs. NCI—H69, and ovary derived cell lines: PA—1 vs. SK—OV— In all three comparisons of III, expression in sensitive strains is higher than in resistant strains, and expression in genes or resistant strains is higher than in sensitive strains! ,gene.
- the expression level of the pl8 (one of CDK inhibitors) gene was found to be higher in resistant strains than in susceptible strains.
- the extract of each cultured cell was separated by 12.5% SDS polyacrylamide gel electrophoresis, and then transferred from the gel to Immobilon PVDF membrane (Millipore).
- This PVDF membrane was immersed in a primary antibody solution containing anti-pl8 (manufactured by Santa Cruz Biotechnology) and permeated at 4 ° C all day and night. After infiltration, it was immersed in a secondary antibody solution containing HRP-conjugated goat antirabbit IgG and infiltrated at 4 ° C for 1 hour. After permeation, it was washed with TBS-T buffer, and then chemiluminescence was exposed to X-ray film using ECL (Amersham) to detect the location of the target antigen.
- Fig. 4 shows the results of examining the expression levels of CDK inhibitor and phosphorylated Rb protein in cells in which apoptosis was not induced by compound A and in cells that were not.
- PRB in the figure indicates phosphorylated Rb protein
- ⁇ -actin is an internal standard for the amount of protein extracted from each cell used for analysis.
- the CDK inhibitor is a tumor suppressor gene. It is known that these decreased expression causes cells to proliferate and lead to carcinogenesis. Cells that have become cancerous due to decreased expression of CDK inhibitor protein are considered to be highly sensitive to CDK inhibitors.
- pl8 IND HeLa cells that can induce pl8 expression by Doxycycline were established. That is, pTRE2hyg FLAG-pl8 vector was introduced into HeLa cells using Funege 6. The introduced cells were cultured for 24 hours, then cultured so that the number of cells was about 1/50, and cultured for about 2 weeks in the presence of 0.3 mg Z ml hygromycin B (Invitrogen). The cells that formed colonies were isolated by the cylinder cloning method.
- Fig. 5 shows the results of examining the correlation between the sensitivity to Compound A and the expression level of pi8 using the recombinant cells thus established.
- the vector in the figure indicates a control cell into which pT RE2hyg FLAG— vector without the pi 8 gene inserted is shown.
- Pl8 IND HeLa Shows a cell in which pTRE2hyg FLAG—pl8 vector is introduced into HeLa cells, and expression of pi 8 can be induced by Doxycyclin.
- pl8 IND HeLa The expression level of pl8 was not changed by Doxycyclin in control cells (Vector). In contrast, pi8 expression was induced in pl8 IND HeLa cells when supplemented with 3 ⁇ & ⁇ ⁇ Doxycyclin. Therefore, it was confirmed that cells capable of inducing pl8 expression (pl8 IND HeLa) could be established.
- pl6 and p27 overexpression was achieved by transfecting HCT116 cells with a viral vector incorporating the pl6 or p27 gene, and comparing it with a cell transfected with a viral vector incorporating lacZ (control).
- Genes that altered expression by were examined at four time points of 24, 36, 48 and 72 hr.
- Comparison analysis of Affymetrix Microarray 3 ⁇ 4uite version o. 0 (LreneChip Software MAS—5.0) was used for the 7th time of Fold change.
- GeneChip Software is used to measure gene expression by microarray. The information "Signal”, Detection call "is calculated for each probe set.
- genes that increase in expression in 48 to 72 hr are in the first quadrant (both X and y are positive values), and genes that decrease in expression in 24 to 36 hr are in the second quadrant (X Is negative, y is positive), gene expression is decreased in 48-72hr in the third quadrant (negative values for both x and y), and gene expression is increased in 24-36hr Gathered in the fourth quadrant.
- genes whose expression changes due to CDK4 inhibition can be classified into four groups according to their expression change patterns.
- FIG. 8 shows the expression change when comparing the transfected cells with the cells transfected with the virus vector containing pl6 or p27.
- Figure 8 shows that the decrease in the expression of the selected gene is greater for p27 than for pl6. In other words, pl6 and p27 have different effects on gene expression.
- GeneSpring 6 was used to calculate hierarchical clustering and display it on a graphical display. Normalize the log2 ratio value calculated when comparing cells overexpressing pl6 or p27 with cells overexpressing lacZ so that the average is 0 and the variance is 1 for each gene. The value was used in the calculation of hierarchical clustering. Pearson's correlation coefficient was applied to the distance function.
- FIG. 8 shows the result of applying clustering. From FIG. 8, changes in expression along the time series were confirmed only in cells overexpressing p27. In addition, in cells overexpressing pl6, no change in expression occurred in some of the cells, whereas in cells overexpressing p27, expression occurred at all time points of 24, 36, 48 and 72 hr. A cluster with a decreased number was confirmed (cluseter no. 125 in Fig. 9). When I saw Yokota in the cluster, I found many genes related to M-phase speciiic microtubule proces s. Details of these genes are shown in Table 7.
- the gene and drug sensitivity prediction method of the present invention makes it possible to predict susceptibility to a CDK4 inhibitor, in particular, drug resistance, based on the expression level of the pl6, pl8, or p27 gene. This is based on the measurement of the expression of pl6, pl8 or p27 gene in the test tissue, such as blood isolated from the test subject's test cells, and predicts the sensitivity and efficacy of the CDK4 inhibitor to be administered. Can be used for so-called custom-made medicine.
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CA002575986A CA2575986A1 (en) | 2004-08-02 | 2005-08-02 | Method of assuming drug sensitivity to cdk4 inhibitor |
US11/659,258 US20090081645A1 (en) | 2004-08-02 | 2005-08-02 | Method of assuming drug sensitivity to cdk4 inhibitor |
JP2006531495A JPWO2006013862A1 (ja) | 2004-08-02 | 2005-08-02 | Cdk4阻害剤に対する薬剤感受性の予測方法 |
EP05768326A EP1788083A4 (en) | 2004-08-02 | 2005-08-02 | METHOD FOR ASSESSING SENSITIVITY TO A MEDICINAL AS A CDK4 INHIBITOR |
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US11205103B2 (en) | 2016-12-09 | 2021-12-21 | The Research Foundation for the State University | Semisupervised autoencoder for sentiment analysis |
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