USE OF MAD2L2 AS A STRATIFICATION MARKER IN THE TREATMENT OF BREAST TUMOURS WITH NOVEL PAN-CDK INHIBITORS

Information

  • Patent Application
  • 20140200233
  • Publication Number
    20140200233
  • Date Filed
    August 15, 2012
    12 years ago
  • Date Published
    July 17, 2014
    10 years ago
Abstract
The invention relates to the use of MAD2L2 as stratification marker in the treatment of breast tumours with novel pan-CDK inhibitors of the formula (I).
Description

The invention relates to the use of MAD2L2 as stratification marker in the treatment of breast tumours with novel pan-CDK inhibitors.


The eukaryotic cell division cycle ensures duplication of the genome and its distribution to the daughter cells by passing through a coordinated and regulated sequence of events. The cell cycle is divided into four successive phases: the G1 phase represents the time prior to DNA replication in which the cell grows. In the S phase, the cell replicates its DNA, and in the G2 phase it prepares for entering mitosis. During mitosis (M phase), the replicated DNA is separated and the cell division is performed. Cyclin-dependent kinases (CDKs), a family of serine/threonine kinases whose members require binding of a cyclin (Cyc) as regulatory subunit for their activation, drive the cell through the cell cycle. Various CDK/Cyc pairs are active in the different phases of the cell cycle. CDK/Cyc pairs important for the basic function of the cell cycle are, for example, CDK4(6)/CycD, CDK2/CycE, CDK2/CycA, CDK1/CycA and CDK1/CycB. Thus, for example, the activities of the CDK4(6)/CycD and CDK2/CycE complexes drive the entry of a cell into the cell cycle and the passing of the “restriction point”, which marks the independence of a cell from further growth signals for the end of the cell division initiated.


A number of control mechanisms ensure the ordered progression of the cell division phases and the correct division of the duplicated genetic material to the daughter cells. Inter alia, the activity of the CDKs is affected by inhibitory proteins such as, for example, p21, p16 or p27, and the expression and the degradation of the cyclins is regulated. During the mitosis phase of the cell division cycle, the proteins of the spindle assembly checkpoint ensure correct adhesion of the spindle apparatus to the duplicated chromosomes and correct distribution of the chromosomes to the daughter cells. Essential proteins of the spindle assembly checkpoint are MAD1, MAD2, BUB1, BUBR1, TTK (Mps-1) and cdc20. In human cells, there are two isoforms of the MAD2 protein, MAD2L1 and MAD2L2 (MAD2B).


A deregulated expression of cyclin E and the occurrence of cyclin E fragments result in overactivation of the CDK2/CycE complex and stimulation of the cell division cycle, which lead to the hypothesis that patients having tumoral cyclin E overexpression might, with higher probability, benefit from a CDK2-directed therapy (Hunt, K. K., Keyomarsi, K., Sem. Cancer Biol. 15, 319, 2005).


Rimkus et al (Int. J. Cancer 120, 207, 2006) describe an at least 3-fold elevated expression of MAD2L2 in 25 of 118 (21%) human colon carcinoma samples examined. The elevated expression of MAD2L2 correlated with a reduced survival time of the patients.


Although CDK inhibitors have been in clinical development for more than 10 years, hitherto, no biomarkers have been described which allow prediction of the response of a patient to the therapy with CDK inhibitors. Such stratification markers allow the targeted therapy of those patients who would, with high probability, benefit from a CDK inhibitor therapy. Moreover, stratification markers increase the probability of success of clinical studies.


WO2010/046035 discloses particularly effective pan-CDK inhibitors of the formula (I)




embedded image


in which


X represents —O— or —NH—, and


R1 represents a methyl, ethyl, propyl or isopropyl group, and


R2 and R3 independently of one another represent hydrogen, a methyl or ethyl group, and


R4 represents a C1-C6-alkyl group or a C3-C7-cycloalkyl ring,


and their salts, diastereomers and enantiomers.


The application is based on the following definitions:


C1-C6-Alkyl

A C1-C6-alkyl group is understood to mean in each case a straight-chain or branched alkyl radical such as, for example, a methyl, ethyl, propyl, isopropyl, butyl, isobutyl, sec-butyl, tert-butyl, pentyl, isopentyl or a hexyl radical.


C3-C7-Cyclo alkyl


A C3-C7-cycloalkyl ring is understood to mean a cyclopropyl, cyclobutyl, cyclopentyl, cyclohexyl or a cycloheptyl ring.


In the general formula (I), X may represent —O— or —NH—.


Preferably, X represents —O—.


In the general formula (I), R1 may represent a methyl, ethyl, propyl or isopropyl group.


Preferably, R1 represents a methyl group.


In the general formula (I), R2 and R3 independently of one another may represent hydrogen, a methyl or ethyl group.


Preferably, R2 and R3 independently of one another represent hydrogen or a methyl group.


Particularly preferably, R2 represents a methyl group and R3 represents hydrogen or a methyl group.


In the general formula (I), R4 may represent a C1-C6-alkyl radical or a C3-C7-cycloalkyl ring.


Preferably, R4 represents a methyl or ethyl group or represents a cyclopropyl ring.


Of particular interest is the compound (2R,3R)-3-{[2-{[4-(R-cyclopropylsulphonimidoyl)phenyl]amino}-5-(trifluoromethyl)pyrimidin-4-yl]oxy}butan-2-ol (Compound A).




embedded image


The diastereomers of the formula I were separated by preparative chromatography. The experimental details are given in WO2010/046035A1.


It is an object of the present invention to provide a stratification marker for the pan-CDK inhibitors of WO2010/046035, in particular for (2R,3R)-3-{[2-{[4-(S-cyclopropylsulphonimidoyl)phenyl]amino}-5-(trifluoromethyl) pyrimidin-4-yl]oxy}butan-2-ol (Compound A).


Surprisingly, it has now been found that MAD2L2 is suitable as stratification marker for human breast tumour cells in the treatment with the novel pan-CDK inhibitors of WO2010/046035, in particular in the treatment with Compound A, and allows the prediction of sensitivity.


The method according to the invention comprises determination of the MAD2L2 expression as marker for the sensitivity of tumour cells or of tumours for treatment with a CDK inhibitor. To this end, preferably, a quantitative determination is carried out, where the extent of expression of MAD2L2 at the nucleic acid level or/and at the protein level is determined in tumour tissue or in tumour cells and optionally compared to the extent of expression in the surrounding normal tissue.


The extent of expression of MAD2L2 can be determined by standard methods. A preferred embodiment is a determination at the nucleic acid level, e.g. a determination of the amount of transcript. Quantitative determinations of MAD2L2 expression at the nucleic acid level can include, for example, hybridization with labelled MAD2L2-specific probes, nucleic acid amplification reactions, gene chip hybridizations and/or transcript sequencing. Preferred determination methods are quantitative PCR or realtime PCR. Quantitative determinations at the protein level can include immunological detection methods using anti-MAD2L2 antibodies, for example in the Western blot or ELISA format.


The sample in which the MAD2L2 expression is to be determined can originate, for example, from a cell culture or an organism, e.g. a mammal, in particular a human, but also from an experimental animal. Particularly preferably, a determination is carried out on a sample which originates from a culture of tumour cells, in particular of human tumour cells, or from a tumour patient, in particular a human patient or an experimental animal for tumour research. The sample can originate from the tumour itself or from detached tumour cells, e.g. circulating tumour cells from body fluids, e.g. blood.


In a preferred embodiment, the method according to the invention can be applied for selecting a therapy (therapy decision, stratification) in the treatment of a patient, in particular a human patient, during the course of a therapeutic method. Furthermore, the process according to the invention may, in the treatment of an experimental animal, serve to identify and/or characterize novel active compounds. In a further preferred embodiment, the process may be carried out in a cell culture, for example in the context of screening processes.


The method comprises one or more determinations. Preferably, prior to the first administration of the CDK inhibitor, the expression of MAD2L2 is determined in a sample of the cell culture to be examined or the organism to be examined


Proliferation Assays
Method 1

This assay was used for the following cell lines: MCF 10A, SK-BR-3, MCF7, HCT 116, HT-29, SW480, Caco-2, MIAPaCa-2, DU145, PC3, HeLa, Caki2, 786-0, A-375, NCI-H460, NCI-H69, NCI-H1975, A549.


Cultivated human tumour cells (originally obtained from ATCC, HeLa-MaTu and HeLa-MaTu-ADR, originally obtained from Epo GmbH, Berlin) were plated in a density of from 1000 to 5000 cells/measurement point, depending on the growth rate of the cell line, in a 96-well multititre plate in 200 μl of growth medium (DMEM/HAMS F12, 2 mM L-glutamine, 10% foetal calf serum). After 24 hours, the cells of one plate (zero-point plate) were stained with crystal violet (see below), while the medium of the other plates was replaced by fresh culture medium (200 μl) with added test substances in various concentrations (0 μM, and in the range of 0.01-30 μM; the final concentration of the solvent dimethyl sulphoxide was 0.5%). The cells were incubated in the presence of the test substances for 4 days. Cell proliferation was determined by staining the cells with crystal violet: the cells were fixated by addition of 20 μl/measuring point of an 11% strength glutaraldehyde solution for 15 min at room temperature. After the fixated cells had been washed three times with water, the plates were dried at room temperature. The cells were stained by addition of 100 μl/measuring point of a 0.1% strength crystal violet solution (pH adjusted to pH 3 by addition of acetic acid). After the stained cells had been washed three times with water, the plates were dried at room temperature. The dye was dissolved by addition of 100 μl/measuring point of a 10% strength acetic acid solution. The absorption was determined photometrically at a wavelength of 595 nm. The change in percent of the cell growth was calculated by normalizing the measured values to the absorption values of the zero-point plate (=0%) and the absorption of the untreated (0 μM) cells (=100%). The measured data were normalized to 0% inhibition (cell proliferation without inhibitor) and 100% inhibition (zero-point plate). The IC50 values were determined using a 4-parameter fit with the aid of proprietary software.


Method 2

This assay was used for the following cell lines: KPL-1, MDA-MB-453, Hs 578T, MDA-MB-231, MCF 10A, MDA-MB-468, ZR-75-1, T-47D, MDA-MB-435s, DU-4475, BT-20, BT-474, EVSA-T, BT-549, NCI-H460, NCI-H810, NCI-H441, NCI-H1838, NCI-H69, NCI-H2030, NCI-H358, NCI-H1793, NCI-H1048, SK-MES-1, NCI-H2347, NCI-H1975, A549, NCI-H23, NCI-H2170, NCI-H2228, NCI-H661, NCI-H1703, NCI-H1581, NCI-H226, NCI-H1563, NCI-H522, ChaGo-K-1, NCI-H1437. The inhibition of cell proliferation by Compound A was determined using the Vybrant MTT cell proliferation assays from Invitrogen.


Affymetrix Gene Chip Assay

This assay was used to determine the relative mRNA levels in the tumour cell lines used.


Cultivated human tumour cells were sown at the same cell number/cm2 plate area as used in the proliferation assays in 10 cm cell culture plates and incubated in growth medium at 37° C. for 24 hours. The medium was then removed and the cells were washed 2× with in each case 5 ml of phosphate-buffered sodium chloride solution (PBS). The cells were then suspended in 600 μl RLT buffer (Qiagen) with 1% beta-mercaptoethanol. The suspension was homogenised using a QIAShredder in accordance with the manufacturer's instructions. Subsequent RNA extraction was carried out using the RNeasy Mini Kit (Qiagen) in accordance with the manufacturer's instructions. Furthermore, DNase digestion was performed using the RNase-free DNase Kit (Qiagen) in accordance with the manufacturer's instructions.


The final RNA concentration was determined by measuring the optical density at 260 and 280 nm. In addition, the quality of the RNA was checked on an Agilent Bioanalyzer. For further analyses, only RNA having a 28S/18S rRNA ratio of more than 1.0 was used.


5 μg of the RNA samples were used for the synthesis of double-stranded cDNA using the One-Cycle cDNA synthesis kit (Affymetrix) in the presence of a T7-oligo (dT)24 DNA oligonucleotide primer in accordance with the manufacturer's instructions. After the synthesis, the cDNA was purified using the Affymetrix GeneChip Sample Cleanup Module. The purified cDNA was then transcribed using the GeneChip IVT labelling kit (Affymetrix) in the presence of biotinylated ribonucleotides in vitro, giving biotin-labelled cRNA. The labelled cRNA was then purified using the GeneChip Sample Cleanup Module (Affymetrix). The labelled cRNA was determined quantitatively by measuring the optical density at 260 and 280 nm and subjected to a quality check on the Agilent Bioanalyzer.


30 μg of labelled cRNA were fragmented using the fragmentation buffer from the GeneChip Sample Cleanup Module (Affymetrix). 10 μg of fragmented cRNA were then hybridized on a microarray of the human U133 Plus 2.0 type (Affymetrix). The array was then washed and labelled with streptavidin-R-phycoerythrin (SAPE, Molecular Probes). The signal was amplified using a biotinylated anti-streptavidin goat antibody (Vector Laboratories) followed by further labelling with SAPE. The arrays were labelled using the GeneChip Fluidics Station 450 (Affymetrix). The array was then scanned at 570 nm using a confocal laser scanner (GeneChip-3000 Scanner, Affymetrix) and converted into individual quantitative values (1 value for each signal, 40 individual values per gene) using the Affymetrix GeneChip software. The individual values were summarized by implementing the Affymetrix MASS algorithm from Genedata REFINER® to give one value per gene.


The procedure is repeated using in each case three microarrays (replications) for each of the cell lines. The resulting individual values of all genes and replications were normalized to the median of all the values. Subsequently, each value per gene and replication was summarized to one value per gene and cell line by calculating the harmonic mean. Between the mRNA expression values calculated in this manner and the above-described IC-50 values from the proliferation assays, the correlation coefficient according to Pearson between gene and test substance was calculated in each case for all cell lines.


Compound A was examined in the cell lines of Table 1, which serve as examples for the sub-indications listed.










TABLE 1





Tumour



indication
Cell line







Breast
KPL-1, MCF 10A, SK-BR-3, MCF7, MDA-MB-453, Hs


carcinoma
578T, MDA-MB-231, MDA-MB-468, ZR-75-1, T-47D,



MDA-MB-435s, DU-4475, BT-20, BT-474, EVSA-T, BT-549


Colon
HCT 116, HT-29, SW480, Caco-2


carcinoma


Pancreas
MIAPaCa-2


carcinoma


Prostatea
DU145, PC3


carcinom


Cervix
HeLa


carcinoma


Renal
Caki2, 786-O


carcinoma


Lung
NCI-H460, NCI-H810, NCI-H441, NCI-H1838, NCI-H69,


carcinoma
NCI-H2030, NCI-H358, NCI-H1793, NCI-H1048, SK-MES-



1, NCI-H2347, NCI-H1975, A549, NCI-H23, NCI-H2170,



NCI-H2228, NCI-H661, NCI-H1703, NCI-H1581, NCI-



H226, NCI-H1563, NCI-H522, ChaGo-K-1, NCI-H1437


Melanoma
A-375









Table 2 lists 62 genes coding for proteins having a regulatory function in the cell division cycle, which were used for the correlation analysis.











TABLE 2





Gene symbol
Gene ID
Encoded protein

















CDK1
983
cyclin-dependent kinase 1


CDK2
1017
cyclin-dependent kinase 2


CDK3
1018
cyclin-dependent kinase 3


CDK4
1019
cyclin-dependent kinase 4


CDK6
1021
cyclin-dependent kinase 6


CDK7
1022
cyclin-dependent kinase 7


CDKN1A
1026
cyclin-dependent kinase inhibitor 1A




(p21, Cip1)


CDKN1B
1027
cyclin-dependent kinase inhibitor 1B




(p27, Kip1)


CDKN1C
1028
cyclin-dependent kinase inhibitor 1C




(p57, Kip2)


CDKN2A
1029
cyclin-dependent kinase inhibitor 2A (p16)


CDKN2B
1030
cyclin-dependent kinase inhibitor 2B (p15)


CDKN2C
1031
cyclin-dependent kinase inhibitor 2C (p18)


CDKN2D
1032
cyclin-dependent kinase inhibitor 2D (p19)


CDKN3
1033
cyclin-dependent kinase inhibitor 3


PLK1
5347
polo-like kinase 1


PLK2
10769
polo-like kinase 2


PLK3
1263
polo-like kinase 3


PLK4
10733
polo-like kinase 4


AURKA
6790
aurora kinase A


AURKB
9212
aurora kinase B


CHEK1
1111
CHK1 checkpoint homologue


CHEK2
11200
CHK2 checkpoint homologue


CCNA1
8900
cyclin A1


CCNA2
890
cyclin A2


CCNB1
891
cyclin B1


CCNB1IP1
57820
cyclin B1 interacting protein 1


CCNB2
9133
cyclin B2


CCNB3
85417
cyclin B3


CCNC
892
cyclin C


CCND1
595
cyclin D1


CCND2
894
cyclin D2


CCND3
896
cyclin D3


CCNDBP1
23582
cyclin D-type binding-protein 1


CCNE1
898
cyclin E1


CCNE2
9134
cyclin E2


CCNF
899
cyclin F


CCNG1
900
cyclin G1


CCNG2
901
cyclin G2


CCNH
902
cyclin H


CCNI
10983
cyclin I


CCNI2
645121
cyclin I family, member 2


CCNJ
54619
cyclin J


CCNJL
79616
cyclin J-like


CCNK
8812
cyclin K


CCNL1
57018
cyclin L1


CCNL2
81669
cyclin L2


CCNO
10309
cyclin O


CCNT1
904
cyclin T1


CCNT2
905
cyclin T2


CCNY
219771
cyclin Y


CCNYL1
151195
cyclin Y-like 1


TTK
7272
TTK protein kinase


BUB1
699
budding uninhibited by benzimidazoles 1




homologue


BUB1B
701
budding uninhibited by benzimidazoles 1




homologue beta


BUB3
9184
budding uninhibited by benzimidazoles 3




homologue


MAD1L1
8379
MAD1 mitotic arrest deficient-like 1


MAD2L1
4085
MAD2 mitotic arrest deficient-like 1


MAD2L1BP
9587
MAD2L1 binding protein


MAD2L2
10459
MAD2 mitotic arrest deficient-like 2


CDC20
991
cell division cycle 20 homologue


CDC20B
166979
cell division cycle 20 homologue B


WEE1
7465
WEE1 homologue









Table 3 shows the results of the proliferation assays.











TABLE 3







Compound A



IC50 [nM]

















Breast tumour cell lines



KPL-1
6.44


MCF 10A
20


SK-BR-3
13


MCF7
15


MDA-MB-453
15.1


Hs 578T
16.8


MDA-MB-231
20.2


MDA-MB-468
28.8


ZR-75-1
32.5


T-47D
33.8


MDA-MB-435s
36.4


DU-4475
37.3


BT-20
38.1


BT-474
42.6


EVSA-T
45


BT-549
84.1


Colon carcinoma cell lines


HCT 116
18


HT-29
29


SW480
15


Caco-2
16


Pancreas carcinoma cell lines


MIAPaCa-2
21


Prostate carcinoma cell lines


DU145
8


PC3
25


Cervix carcinoma cell lines


HeLa
12


Renal carcinoma cell lines


Caki2
26


786-O
20


Melanoma cell lines


A-375
14


Lung carcinoma cell lines


NCI-H460 (non-small-cell lung carcinoma)
27


NCI-H810 (non-small-cell lung carcinoma)
9.01


NCI-H441 (papillary lung carcinoma)
10


NCI-H1838 (non-small-cell lung carcinoma)
15.9


NCI-H69 (small-cell lung carcinoma)
27


NCI-H2030 (non-small-cell lung carcinoma)
17.7


NCI-H358 (non-small-cell lung carcinoma)
19.4


NCI-H1793 (non-small-cell lung carcinoma)
22.5


NCI-H1048 (small-cell lung carcinoma)
25


SK-MES-1 (squamous-cell carcinoma)
26.5


NCI-H2347 (non-small-cell lung carcinoma)
28


NCI-H1975 (non-small-cell lung carcinoma)
24


A549 (non-small-cell lung carcinoma)
31


NCI-H23 (non-small-cell lung carcinoma)
45.4


NCI-H2170 (small-cell lung carcinoma)
48.7


NCI-H2228 (non-small-cell lung carcinoma)
52.1


NCI-H661 (non-small-cell lung carcinoma)
53.1


NCI-H1703 (non-small-cell lung carcinoma)
53.6


NCI-H1581 (non-small-cell lung carcinoma)
53.8


NCI-H226 (mesothelioma)
54.6


NCI-H1563 (non-small-cell lung carcinoma)
59.1


NCI-H522 (non-small-cell lung carcinoma)
65.4


ChaGo-K-1 (undifferentiated bronchial carcinoma)
69.4


NCI-H1437 (non-small-cell lung carcinoma)
69.9









Table 4 shows the relative mRNA amounts of the 62 cell cycle-regulatory genes in the 51 cell lines examined, determined in Affymetrix gene-chip hybridization studies.

















TABLE 4








AURKA
AURKB
BUB1B
BUB1
BUB3
CCNA1
CCNA2
CCNB1IP1





KPL1
60087
19709
13265
10880
78630
491
18335
17308


MCF10A
34913
8307
23706
14238
135711
6835
28358
42206


SK-BR-3
127962
7888
33366
18758
114446
4324
41783
54014


MCF7
66402
16299
19440
13970
114589
893
21914
44705


MDAMB453
35610
6310
44008
12952
163447
338
32659
19811


HS578T
52223
28323
50402
21942
171634
189
33270
39922


MDAMB231
132277
46600
65257
63651
244291
2767
77385
36196


MDAMB468
73003
30792
53846
39361
175379
112
54628
86879


ZR751
73014
15433
35067
21664
137095
1018
38687
37929


T47D
79613
14780
53655
19656
119998
280
45386
15532


MDAMB435S
99910
22673
68619
37445
225787
108
40529
52837


DU4475
27257
17877
31276
22899
132503
361
26780
11136


BT20
59155
16032
35465
19235
54212
967
32077
22275


BT474
95568
8851
27409
12488
61323
734
18134
67693


EVSAT
132254
9140
27190
11748
168616
469
31774
20491


BT549
104992
30879
46425
28643
146073
4155
45392
40775


HCT116
66028
36907
87813
45667
273237
272
49299
64683


HT29
91034
22421
55594
35853
163773
463
55007
45582


SW480
72796
35221
37225
36785
119547
161
40022
29231


CACO2
174500
37352
52965
54378
149417
276
82241
78729


MIAPACA2
74575
33355
44046
43296
148303
267
34959
34158


DU145
73547
21613
55396
30225
177577
3343
25582
41263


PC3
61659
12697
55837
36970
159589
5657
23942
27195


HELA
74457
21496
73701
22733
202199
563
52633
29953


Caki2
45628
5675
39081
29085
90789
6407
35447
15429


786O
77549
26209
49205
43467
151043
3033
47113
34886


A375
43673
20524
34099
15089
141130
4119
26523
18131


NCIH226
18987
4771
5859
7639
37827
1040
13846
16170


NCIH460
89625
17579
32287
25536
132449
247
29198
56785


NCIH810
53140
13687
32901
16399
54233
637
27197
44593


NCIH1838
32887
19843
32004
14252
38809
293
14462
21164


NCIH2030
69179
25719
50663
31075
76930
1439
34599
13296


NCIH358
7896
3918
9704
5131
26780
545
6113
31100


NCIH1793
31869
5416
26253
10386
39172
1148
18832
13474


NCIH2347
38717
10405
18367
16974
53179
730
27524
22373


NCIH1975
24095
10956
13161
8853
50520
3301
13028
19691


A549
85072
36346
40617
29470
145586
268
37058
28256


NCIH23
3481
1041
1904
734
34821
554
1983
12402


NCIH2228
10688
1429
8638
5243
35617
3023
9781
17870


NCIH661
29728
12309
17537
12839
25077
722
36211
21546


NCIH1703
41730
19655
38478
18648
59750
1601
36182
14451


NCIH1581
30583
13348
19860
15472
61848
1056
21693
18094


NCIH1563
33598
2063
8042
3942
34433
693
11431
17888


NCIH522
22431
6567
17392
12945
39954
701
18687
9338


NCIH1437
29997
8161
29979
11391
64269
1164
20668
11982


NCIH441
35979
17896
28958
15971
57455
490
24281
26814


NCIH69
14587
9410
28863
8578
40234
9193
20343
30090


NCIH1048
32538
9479
39895
12935
76698
1937
37710
15422


NCIH2170
24942
7775
27835
7596
30037
410
31153
13755


SKMES1
33277
7855
27593
12245
46034
594
32503
12895


CHAGOK1
55008
9057
30223
10735
26993
871
43567
18209


















CCNB1
CCNB2
CCNB3
CCNC
CCND1
CCND2
CCNDBP1





KPL1
40182
33709
708
20839
48200
654
11047


MCF10A
89275
53637
1021
125110
27295
25935
41515


SK-BR-3
99234
62103
1177
89742
25227
639
23071


MCF7
82679
41645
938
85000
76589
381
17308


MDAMB453
75501
86143
1012
83630
9022
556
10963


HS578T
97045
75996
544
69587
52776
160
39611


MDAMB231
204466
95832
1552
90089
85794
689
41418


MDAMB468
163813
103370
1046
208429
19589
101
22200


ZR751
107878
77971
1666
101304
62178
140
11607


T47D
185519
115028
1913
66247
21505
464
14895


MDAMB435S
179811
159076
1262
79039
69604
268
28254


DU4475
61736
52202
1126
13965
5153
484
22204


BT20
75663
67015
5004
59513
25778
962
23759


BT474
46558
45940
1226
60702
25565
463
9236


EVSAT
84263
57295
1146
171163
8719
161
19286


BT549
172233
41266
1046
128212
9447
335
2266


HCT116
164167
94782
2284
136271
71527
209
30507


HT29
166751
116312
1009
117943
15940
238
32229


SW480
112696
85041
1102
93170
198818
13570
26414


CACO2
243245
133942
1044
194111
43688
37183
29741


MIAPACA2
169941
95169
1203
123640
19765
764
20678


DU145
111798
73889
2636
86219
34482
267
44471


PC3
100313
48892
722
72154
68926
307
23286


HELA
158606
102931
855
95815
10189
339
22054


Caki2
65040
42794
1479
60949
24040
432
14974


786O
103593
82152
615
105183
68088
357
28043


A375
90572
50907
1203
46133
60715
734
18184


NCIH226
26358
32041
1006
42815
30528
4643
11841


NCIH460
108118
52566
1986
68165
10759
177
18456


NCIH810
49505
52117
676
44269
2435
623
28322


NCIH1838
38211
37795
1988
31341
44366
656
23656


NCIH2030
64336
44768
2225
30516
15321
668
24893


NCIH358
12239
15280
2986
19233
35286
319
11794


NCIH1793
38759
25575
5233
23796
16101
703
11431


NCIH2347
81585
32726
1850
38105
76835
2645
21251


NCIH1975
36185
17669
1812
30408
22628
919
18635


A549
157943
98461
1233
78118
43552
278
20600


NCIH23
2278
2392
940
22242
22776
1077
26398


NCIH2228
24662
10757
1110
24504
24771
4302
20331


NCIH661
23425
24205
4548
24684
3656
883
12882


NCIH1703
79569
41934
8474
49850
6373
92426
15653


NCIH1581
34744
21939
3052
38088
22083
59479
6609


NCIH1563
18305
10696
2026
39449
17891
875
16138


NCIH522
24099
15579
2037
20182
9779
606
5687


NCIH1437
47843
30182
1162
26696
36427
735
8907


NCIH441
50870
33166
952
32001
37893
702
23983


NCIH69
51248
40047
1320
21218
975
501
5518


NCIH1048
53259
36826
3074
37329
8030
753
20986


NCIH2170
31099
20680
1318
46194
22041
582
9402


SKMES1
39311
28313
1564
45079
48918
858
20602


CHAGOK1
42782
32033
1481
34545
10716
1972
11709




















CCNE1
CCNE2
CCNF
CCNG1
CCNG2
CCNH
CCN1
CCNJL
CCNJ





KPL1
7449
10202
8871
51799
10803
21255
62025
495
2582


MCF10A
5870
8917
6513
214311
46371
36521
116413
881
3918


SK-BR-3
11395
9917
11550
40298
25045
25747
93707
552
1630


MCF7
7982
27985
9084
114479
37286
38805
120523
1421
6153


MDAMB453
3902
35004
12953
76736
63267
25735
109657
275
3102


HS578T
9497
30371
7353
122062
42063
44285
112047
276
3067


MDAMB231
12610
46334
10656
71751
24820
57429
102215
4203
6713


MDAMB468
14018
32314
16590
200683
16788
45188
110454
2233
4752


ZR751
7913
33222
10848
120001
48045
37453
126774
773
4561


T47D
5209
51290
10496
106730
23705
53287
66332
1562
6148


MDAMB435S
9911
26574
9343
76112
7885
69644
45102
1937
2488


DU4475
12821
22050
10181
67147
5496
8263
16196
722
3048


BT20
8064
20885
7976
20197
8817
20775
66365
241
1525


BT474
3386
37458
8096
42635
91312
8382
160602
2035
6084


EVSAT
8746
89382
9298
80607
9277
19844
81986
529
2553


BT549
17171
111778
7348
69766
12548
57541
78890
667
8601


HCT116
25789
31245
17540
191267
13514
63028
96242
1472
9666


HT29
12079
16979
11710
172609
17408
59099
104601
1864
6640


SW480
5985
19425
8542
98231
13603
38635
69164
2336
5009


CACO2
20296
19464
15387
244602
9948
62280
82075
3075
12189


MIAPACA2
16987
12615
10311
168313
7779
73449
86675
689
5850


DU145
7817
20946
5910
77921
7782
58070
85762
1967
4747


PC3
4748
26708
4891
78028
13221
87461
54438
2358
4231


HELA
10308
23960
11588
110737
12017
66020
71595
1688
3268


Caki2
8784
11005
5882
96877
17575
15795
65311
1572
2346


786O
6578
27305
10993
106597
14078
37659
117412
1138
5194


A375
6802
16588
7715
72688
4234
45503
42682
2150
5311


NCIH226
2092
3712
4330
49097
4425
21703
52648
203
1367


NCIH460
7347
14398
5507
157712
4716
54116
63949
1931
5807


NCIH810
79712
10930
20114
22510
12404
26656
86840
1344
11165


NCIH1838
4239
8895
4221
23900
12462
14388
56493
1521
3432


NCIH2030
10546
8709
6722
23169
20622
34637
72705
984
2391


NCIH358
1256
2504
1835
13800
25035
16565
69362
1578
1863


NCIH1793
6466
10129
3011
32761
10503
27326
59685
2999
2764


NCIH2347
8457
14631
5112
41312
48651
26550
87779
2999
3308


NCIH1975
4049
4237
3443
30031
16911
32740
55462
1033
3053


A549
17739
10115
9795
102327
4658
45722
53411
2739
6158


NCIH23
3118
772
1396
51588
6894
20820
84235
2319
4805


NCIH2228
7369
5549
2463
29830
6497
42934
78040
6555
4769


NCIH661
7143
1815
5024
21321
7234
5650
51006
1229
2787


NCIH1703
6553
16143
6937
60337
9326
27072
71597
1105
5361


NCIH1581
8770
7106
6765
20828
3270
11822
56179
557
7318


NCIH1563
9361
9513
3375
45050
25317
23017
62919
2298
2366


NCIH522
23722
12804
4506
14699
3388
10975
50119
1121
5797


NCIH1437
6992
16572
6736
16872
2742
19023
62323
3196
3954


NCIH441
5605
15168
7040
38753
47990
17369
80164
3972
2637


NCIH69
7943
31851
9302
25182
6495
43103
52174
1166
4430


NCIH1048
16545
23224
5268
37928
26799
25356
75506
1868
5855


NCIH2170
9603
9859
3955
29639
9605
18626
85821
1173
4716


SKMES1
3782
7070
5691
22203
16785
24370
73256
3022
2729


CHAGOK1
19286
6716
6549
27293
11383
12891
62833
722
117



















CCNK
CCNL1
CCNL2
CCNO
CCNT1
CCNT2







KPL1
28501
14840
23740
4545
3389
3559



MCF10A
19601
19360
43684
3926
3250
9435



SK-BR-3
11365
10480
21899
1443
2279
5827



MCF7
41185
19297
22037
2471
3104
9067



MDAMB453
23207
13118
18166
13179
814
9630



HS578T
18921
23818
37708
2371
2046
6298



MDAMB231
24617
12932
23517
4387
2164
6686



MDAMB468
27090
19304
16337
2769
1810
7644



ZR751
30143
20407
22858
2196
2661
15250



T47D
30258
15232
18540
9622
3401
7187



MDAMB435S
17254
26770
11611
9103
2255
5126



DU4475
11491
14112
12759
4848
2824
6297



BT20
21944
10685
11214
3110
2559
5657



BT474
19793
14258
15422
1272
2314
9358



EVSAT
27309
10448
25481
4584
3189
8913



BT549
24518
13633
23912
945
1247
4265



HCT116
33717
24582
28895
7116
3789
9434



HT29
21458
14890
24108
4225
2654
10445



SW480
27180
27006
29740
4290
1871
7659



CACO2
33688
23952
25959
3639
4006
15584



MIAPACA2
26089
25892
35065
5496
2643
8573



DU145
28433
22827
24339
3667
2729
6938



PC3
21539
17765
39738
3323
2904
7894



HELA
18645
11450
29199
4219
2729
7807



Caki2
15165
10863
14418
2892
1270
4203



786O
22106
13183
28445
2692
3506
8151



A375
14694
13970
18289
5070
1861
2947



NCIH226
12448
12322
15985
3093
2494
4019



NCIH460
21874
11758
16817
4538
3205
10418



NCIH810
21196
16688
14667
1030
2892
6702



NCIH1838
17065
10212
12636
5654
1175
1843



NCIH2030
22097
11908
14229
1068
2045
5731



NCIH358
10432
8346
19168
2115
1161
2958



NCIH1793
15195
10387
5361
4420
1668
2284



NCIH2347
21535
11444
11349
4468
2575
3745



NCIH1975
20000
6624
9230
1288
1199
4793



A549
27901
15024
15727
3351
2510
6088



NCIH23
11906
17412
26304
7122
1050
6971



NCIH2228
26117
11200
17110
4965
2814
5968



NCIH661
11568
5807
12103
3402
1571
4718



NCIH1703
20939
9632
21355
4100
1253
5248



NCIH1581
30563
7059
17103
1121
1978
5716



NCIH1563
13930
8030
6496
1535
526
6381



NCIH522
27379
7684
11692
3590
1162
4534



NCIH1437
24478
10165
8057
4820
1669
4352



NCIH441
19322
10797
27111
2112
1581
5581



NCIH69
10509
5265
7996
15777
910
2368



NCIH1048
16966
7060
12469
3591
1626
5823



NCIH2170
16668
9156
7773
6297
1177
6888



SKMES1
21037
10514
15374
4872
918
3838



CHAGOK1
16927
8711
23642
5816
18796
4704





















CCNYL1
CCNY
CDC20B
CDC20
CDK1
CDK2
CDK3
CDK4
CDK6





KPL1
4381
8952
618
33235
40424
30789
2204
63959
11946


MCF10A
22824
26926
245
35859
59001
16264
3729
66301
42299


SK-BR-3
4516
25848
300
54435

text missing or illegible when filed 44149

22037
5111
72053
6951


MCF7
8307
21784
564
22827
53922
34536
4038
118657
3580


MDAMB453
9161
12474
642
34004
86036
24896
2719
81076
643


HS578T
33991
38961
353
79236

text missing or illegible when filed 13081

27550
2579
136997
66662


MDAMB231
20364
34496
429
89770

text missing or illegible when filed 43209

43589
3563
96622
40513


MDAMB468
32925
15331
125
183758
246851
17121
6169
64686
17174


ZR751
8331
29683
317
27388
134235
23529
6044
140821
189


T47D
5114
26514
3072
45820
202034
41399
5669
92379
1395


MDAMB435S
17920
25082
516
75099
117373
25968
3979
133857
22662


DU4475
4892
13443
1005
47589
84856
23132
1218
53383
49060


BT20
14106
18946
1012
40625
72243
30606
4721
46717
4992


BT474
2214
14111
471
31884
53753
27230
3984
74764
2401


EVSAT
12778
27286
443
29702
92306
36609
4526
125415
85137


BT549
5762
34120
423
84470
22109
47654
2219
152880
27694


HCT116
11126
36816
236

text missing or illegible when filed 20371


text missing or illegible when filed 08297

72131
3398
168971
37281


HT29
19596
21710
424
58384

text missing or illegible when filed 63524

39319
4528
130277
42756


SW480
17271
19031
402
59401

text missing or illegible when filed 1434

40373
3938
108253
33414


CACO2
54684
38499
496
62658

text missing or illegible when filed 12205

51182
4403
167659
61924


MIAPACA2
9339
25666
484
96197

text missing or illegible when filed 5663

25787
4845
99734
14593


DU145
29595
22511
460
54735

text missing or illegible when filed 14283

45604
4465
70300
5042


PC3
20138
56121
260
48606

text missing or illegible when filed 70006

27756
5063
95333
22119


HELA
13064
15770
467
67694

text missing or illegible when filed 32487

54138
2914
102373
52799


Caki2
39002
11400
726
34668

text missing or illegible when filed 2476

28952
3832
90877
32888


786O
28505
32078
705
93204

text missing or illegible when filed 75500

30449
4491
131095
113604


A375
6063
15591
230
68098

text missing or illegible when filed 5382

38886
3910
106783
52547


NCIH226
33613
9383
1052
16134

text missing or illegible when filed 2521

25029
3017
63673
40535


NCIH460
46119
10738
377
31250

text missing or illegible when filed 18959

20679
3457
99639
31260


NCIH810
3909
19495
512
53693

text missing or illegible when filed 5896

28197
4596
78474
14729


NCIH1838
12699
11087
916
22319

text missing or illegible when filed 3503

16031
3673
78950
8906


NCIH2030
31179
8922
803
56552

text missing or illegible when filed 3601

43962
4754
52759
22531


NCIH358
5535
7668
510
7952

text missing or illegible when filed 090

12091
2225
43895
7823


NCIH1793
4702
5693
1072
18225

text missing or illegible when filed 8882

23275
4238
58423
11879


NCIH2347
8619
11917
728
35534

text missing or illegible when filed 2441

25349
5335
60657
9168


NCIH1975
11612
7709
735
18974

text missing or illegible when filed 7172

16886
5056
59398
3716


A549
23016
21726
543
55076

text missing or illegible when filed 35093

30920
4949
112191
35280


NCIH23
4340
19972
820
1252

text missing or illegible when filed 749

9152
6186
54922
15207


NCIH2228
11660
11961
933
5327

text missing or illegible when filed 342

11627
5361
62607
955


NCIH661
30038
12032
1031
21485

text missing or illegible when filed 6109

20143
4672
53652
15138


NCIH1703
47804
14061
769
52930

text missing or illegible when filed 7433

46288
7827
65652
12605


NCIH1581
10675
15903
777
29826

text missing or illegible when filed 9103

31977
8731
81174
18862


NCIH1563
5829
11675
1111
11126

text missing or illegible when filed 5374

11776
4762
30387
11549


NCIH522
8089
7826
959
31058

text missing or illegible when filed 9561

29262
4532
54728
293


NCIH1437
12776
13836
978
18398

text missing or illegible when filed 0832

32876
7254
53515
5346


NCIH441
18398
17188
518
31378

text missing or illegible when filed 4901

23962
4971
49473
9511


NCIH69
2065
8741
2025
9531

text missing or illegible when filed 4613

29635
4387
62350
8083


NCIH1048
3243
9072
604
36219

text missing or illegible when filed 3358

40307
5162
44135
6357


NCIH2170
10278
8593
907
16078

text missing or illegible when filed 9879

12108
2316
33518
14734


SKMES1
11376
11238
711
29731

text missing or illegible when filed 4094

17433
5260
41812
11924


CHAGOK1
7092
18339
591
33236
3856
21646
6313
31918
17577



















CDK7
CDKN1A
CDKN1B
CDKN1C
CDKN2A
CDKN2B







KPL1
16233
17886
22503
627
2195
1521



MCF10A
38197
48775
29848
12411
941
49



SK-BR-3
31424
3404
42190
463
15080
5868



MCF7
33265
73843
74835
1137
970
3597



MDAMB453
17398
1407
81115
2940
7086
211



HS578T
28058
19024
46542
1533
1324
16642



MDAMB231
53269
26918
47734
9120
577
131



MDAMB468
31187
7811
29242
2736
83704
8877



ZR751
39275
40616
87423
485
3393
1155



T47D
39341
11414
29061
1361
28830
3927



MDAMB435S
39980
6012
16144
4805
77563
2651



DU4475
19713
12833
9337
40158
12537
505



BT20
10775
4357
42073
2480
1476
77



BT474
15440
3156
60831
2520
5253
304



EVSAT
14140
3073
56488
1183
10447
1283



BT549
35473
8706
40908
1179
281653
6614



HCT116
59164
54992
44485
9732
35122
2066



HT29
43029
9195
39008
2614
18519
1281



SW480
30312
21191
47872
12401
27809
3967



CACO2
64311
4098
122817
8105
19216
1397



MIAPACA2
43369
5089
56844
2133
956
118



DU145
33965
16718
52334
3918
212852
7490



PC3
16253
9207
22520
5096
65026
11397



HELA
26141
16508
70677
21876
269053
18919



Caki2
12960
34120
31731
2094
2422
48



786O
15712
40389
50535
2067
978
49



A375
26831
18389
20029
3202
3200
69



NCIH226
14649
46497
16403
7021
3020
5733



NCIH460
40611
16965
19523
520
940
82



NCIH810
10384
1064
39299
17439
42443
651



NCIH1838
8703
9049
24938
11398
1232
22



NCIH2030
15302
14066
21265
3391
20932
1865



NCIH358
9948
18077
14809
4313
21755
8232



NCIH1793
12608
7921
14837
1707
1549
21194



NCIH2347
32867
22664
27749
10207
25842
7015



NCIH1975
18739
6270
22548
13419
9295
3985



A549
34367
31946
32216
1112
1146
95



NCIH23
12427
1089
21061
5559
24470
9133



NCIH2228
16784
15211
30886
17106
1452
32



NCIH661
7877
4228
13023
5662
17914
1549



NCIH1703
20916
3841
40597
2583
44867
2044



NCIH1581
7804
3113
21542
6209
20216
1005



NCIH1563
9263
37245
22152
6741
1830
49



NCIH522
7803
11968
5846
1975
80732
4494



NCIH1437
12071
4730
24149
1538
1215
14



NCIH441
13934
10841
34381
3838
10589
2317



NCIH69
7868
45686
23232
3708
44704
1288



NCIH1048
9158
14920
33676
18523
61651
8772



NCIH2170
7986
3099
37263
512
2025
29



SKMES1
11796
12121
19711
8291
1067
52



CHAGOK1
18319
2154
27678
5405
12925
1386





















CDKN2C
CDKN2D
CDKN3
CHEK1
CHEK2
MAD1L1
MAD2L1BP
MAD2L1
MAD2L2





KPL1
5301
592
33679
4449
1632
4841
8948
21176
14196


MCF10A
7953
886
30518
17467
7251
3052
17355
56760
12673


SK-BR-3
50475
1758
72086
14959
15066
5870
14552
84768
15033


MCF7
10087
1026
48465
11110
8704
5092
20952
69586
16809


MDAMB453
21494
3350
71765
20120
13517
3215
16317
90782
17475


HS578T
95283
5973
59812
24882
8391
28612
28412
63817
44555


MDAMB231
53073
14064
128476
33045
6317
12959
29722
134623
28981


MDAMB468
44520
16944
97918
48012
12291
14557
24655
64734
17338


ZR751
18986
2400
55498
10010
15010
4841
26278
85402
18598


T47D
36520
2050
118007
39527
12071
4150
16084
69423
20773


MDAMB435S
27417
4978
84390
32073
13132
46533
43056
106676
38135


DU4475
4305
7774
39818
11659
2880
30419
7945
44753
47627


BT20
24453
1003
53910
12882
5640
4834
13954
59566
17156


BT474
10043
1151
44173
13646
6666
4360
15007
43592
21612


EVSAT
23948
1495
68301
25554
26731
3212
27993
90825
48301


BT549
194081
2428
69592
23070
15953
6370
19238
113278
74131


HCT116
6043
2432
61149
30911
17912
6212
26003
142163
42807


HT29
10348
1468
61685
30958
16409
4686
17715
142199
20390


SW480
10928
1460
89492
27923
5250
11118
12309
86735
34576


CACO2
2789
1039
79792
56214
15305
5458
26333
126843
25147


MIAPACA2
26051
2026
90363
17241
19901
15437
20673
84369
48139


DU145
37692
1264
74630
23958
16146
3283
29583
59734
23923


PC3
44158
3135
138850
21906
8125
4682
16238
82311
23028


HELA
121220
1472
58582
13764
12594
5549
13497
98598
27530


Caki2
38288
456
55322
5236
3638
1368
10154
82337
12493


786O
61859
2019
60653
21260
9191
4275
17497
126796
35884


A375
23971
1896
21361
15167
5261
4876
9670
54050
14856


NCIH226
12000
457
12715
4480
1936
3631
6463
29207
10843


NCIH460
15460
861
52204
13749
16543
3770
12572
70461
18076


NCIH810
26361
4148
28540
9799
6610
13164
13379
82085
17351


NCIH1838
19457
2385
37599
11013
6007
10721
18382
38632
14779


NCIH2030
31745
1316
77476
17810
11256
4315
16730
63120
20314


NCIH358
2978
811
10373
4377
2687
2302
7778
28761
5790


NCIH1793
29263
757
37528
4437
4627
2706
3998
39807
6678


NCIH2347
9414
2273
46740
11895
2861
3715
9649
51794
10778


NCIH1975
11153
860
22119
9259
3351
4156
6866
28054
9920


A549
15550
754
72577
18539
7978
3631
12320
87282
17876


NCIH23
591
314
1730
2410
2863
2910
8499
6803
5496


NCIH2228
3683
454
20158
7261
2784
4287
10381
14942
12681


NCIH661
14055
349
25401
7646
3631
6124
7484
51939
22198


NCIH1703
22165
1306
51213
14004
10886
6446
16155
58119
32471


NCIH1581
27076
281
35495
14836
5182
3738
10878
57567
30903


NCIH1563
23670
731
19393
4992
3926
2293
7637
21475
4905


NCIH522
25713
770
14011
15357
4046
2734
16046
47912
26801


NCIH1437
7590
1149
48497
19166
4238
2805
7674
52435
10532


NCIH441
16038
1345
54481
11813
5527
3062
11044
54583
13096


NCIH69
62350
4890
30152
11463
5383
1824
9499
57809
19871


NCIH1048
33156
3199
45362
6950
3987
2675
11361
59474
20308


NCIH2170
4690
572
31098
10264
5525
1885
8737
79720
6074


SKMES1
16719
1311
30074
11612
4508
7353
8146
54256
17518


CHAGOK1
13277
1276
32460
11366
7571
2689
6736
63418
19372



















PLK1
PLK2
PLK3
PLK4
TTK
WEE1







KPL1
13342
70636
2389
7400
8079
9022



MCF10A
10151
40414
3521
8129
18357
25568



SK-BR-3
14681
5745
1434
11059
27120
53706



MCF7
11125
35947
1073
10308
16215
20028



MDAMB453
16154
51545
967
15148
18763
18784



HS578T
16739
57018
2159
14428
33352
32375



MDAMB231
23060
133894
1810
33258
46790
48909



MDAMB468
41705
77176
1365
17402
72655
39782



ZR751
22831
13121
853
14573
22615
28583



T47D
15848
79611
354
11907
31549
29847



MDAMB435S
32740
20664
709
20888
71378
37345



DU4475
16735
7491
1915
10075
14073
13893



BT20
9937
28290
758
10014
19635
40096



BT474
7568
17469
510
9343
19375
40387



EVSAT
7636
3201
718
16233
31021
50256



BT549
21315
136091
1637
17477
40632
17143



HCT116
28728
33560
5623
25083
49463
68026



HT29
24951
70335
2365
23088
28163
40607



SW480
16381
17143
2054
16663
38854
30307



CACO2
27243
6094
788
19952
48037
66877



MIAPACA2
21334
220992
2593
10082
27472
22020



DU145
13762
34232
1090
17158
28659
20380



PC3
14902
16218
1699
13666
29622
20872



HELA
32021
34040
1418
15962
33338
36371



Caki2
7692
91219
1494
10381
18825
53870



786O
26449
99063
1487
19024
31310
37510



A375
17504
30583
2379
10226
13748
15661



NCIH226
5495
68710
3729
2373
7042
12122



NCIH460
15136
37452
1791
10080
18243
18752



NCIH810
14805
24670
1170
6683
12546
17568



NCIH1838
7356
12274
929
5222
11945
14544



NCIH2030
14020
17601
768
9569
19200
14457



NCIH358
2502
11214
2965
2668
3651
9326



NCIH1793
6456
33713
564
3473
8382
14439



NCIH2347
10672
36595
2670
9197
13434
15359



NCIH1975
7841
18737
1055
3644
7567
14079



A549
27484
71674
2117
14901
28781
27668



NCIH23
684
23491
3220
560
652
13043



NCIH2228
5687
33141
1758
2147
2899
15074



NCIH661
9237
22777
847
5371
11217
12406



NCIH1703
19185
47070
1016
9976
27116
12854



NCIH1581
11933
237
1092
4047
11377
17791



NCIH1563
6563
56499
520
1627
3645
14726



NCIH522
6326
2517
1574
5067
5606
15596



NCIH1437
20575
34322
1506
7952
7466
13929



NCIH441
10804
2698
1320
7427
11949
17031



NCIH69
11820
5823
493
4486
8939
22812



NCIH1048
12581
55503
710
8813
19372
27484



NCIH2170
8374
1405
578
7187
9461
19383



SKMES1
14253
110152
2088
8000
18861
14543



CHAGOK1
13970
16762
881
6436
15806
13886








text missing or illegible when filed indicates data missing or illegible when filed












EXAMPLE









TABLE 5







Results of the correlation analyses










Gene
All cell lines
All lung cell lines
Breast cell lines





CCNE2
no correlation
no correlation
r = 0.79





P = 0.0003





highly significant


MAD2L2
no correlation
no correlation
r = 0.74





P = 0.00097





highly significant









The sensitivity of 51 human tumour cell lines with respect to Compound A was determined in proliferation assays. The 1050 values determined were correlated to the relative mRNA amounts of 62 cell cycle-regulatory proteins determined in independent gene chip hybridization studies (Affymetrix technology). Genes, for which statistically significant correlations (P<0.05) were found within the breast tumour cell lines are summarized in Table 5. The correlation coefficients and significance values were calculated using Microsoft Excel 2003 and SigmaStat 3.0.


Viewed across all cell lines analyzed, and in the partial groups of the lung cell lines, there is no correlation between the mRNA amount of the genes CCNE2 (cyclin E2) or MAD2L2 and the 1050 of the cell lines for Compound A. Surprisingly, for the partial group of the 16 breast tumour cell lines, correlation analysis shows a statistically highly significant correlation of the mRNA amount of the genes CCNE2 or MAD2L2 with the sensitivity of the cells, determined as 1050, for Compound A (Tab. 5.).


These data confirm that the relative mRNA amounts of the genes CCNE2 and/or MAD2L2 may indicate the sensitivity of human breast tumour cells for Compound A. A high relative mRNA amount of the genes CCNE2 and/or MAD2L2, for which a positive correlation coefficient was found, shows a higher 1050, equivalent with a lower sensitivity of the cells for Compound A.


FIGURES


FIG. 1. Schematic representation of the sensitivity of the human breast tumour cell lines with respect to Compound A determined as IC 50 [nM] in proliferation assays against the relative mRNA amount of the gene MAD2L2. The solid line represents the correlation line.

Claims
  • 1. Use of MAD2L2 as stratification marker in the treatment of breast tumours with a compound of the general formula (I)
  • 2. Use according to claim 1 in the treatment with a compound of the general formula (I) in which X represents —O— or —NH—, andR1 represents a methyl group, andR2 represents a methyl group, andR3 represents hydrogen or a methyl group, andR4 represents a methyl or ethyl group or represents a cyclopropyl ring,
  • 3. Use according to claim 1 in the treatment with (2R,3R)-3-{[2-{[4-(R-cyclopropylsulphonimidoyl)phenyl]amino}-5-(trifluoromethyl)pyrimidin-4-yl]oxy}butan-2-ol.
  • 4. Use according to claim 1 in the treatment of breast tumours in monotherapy or in combination therapy.
  • 5. Method for the selection of breast tumour patients who may respond to treatment with a compound of the formula (I), characterized in that the extent of expression of MAD2L2 is determined.
  • 6. Method according to claim 5, characterized in that the extent of expression of MAD2L2 is determined at the nucleic acid level.
  • 7. Method according to claim 5, characterized in that the extent of expression of MAD2L2 is determined at the protein level.
  • 8. Method according to claim 5, characterized in that the extent of expression of MAD2L2 is determined on a sample from the cell culture.
  • 9. Method according to claim 5, characterized in that the extent of expression of MAD2L2 is determined on a sample from a mammalian organism.
  • 10. Method according to claim 5, characterized in that the extent of expression of MAD2L2 is determined on a sample from a human patient.
  • 11. Method according to claim 5, characterized in that the extent of expression of MAD2L2 is determined on a sample from a culture of cells or from an experimental animal.
Priority Claims (1)
Number Date Country Kind
10 2011 080 992.9 Aug 2011 DE national
PCT Information
Filing Document Filing Date Country Kind 371c Date
PCT/EP2012/065944 8/15/2012 WO 00 2/15/2014