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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
GSTM1 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
12.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
132.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
94.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
90.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
79.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
78.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
78.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
69.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
64.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
64.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
63.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
59.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
59.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
57.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
57.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
56.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
55.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
55.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
54.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
53.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
52.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
51.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
49.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
47.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
45.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
42.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
42.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
42.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
41.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
41.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
41.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
39.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
38.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
38.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
38.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
37.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
37.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
36.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
34.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
33.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
33.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
33.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
31.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
29.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
29.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
28.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
28.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
27.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
25.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
25.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
25.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
21.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
20.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
20.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
19.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
17.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
17.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
17.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
16.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
16.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
16.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
15.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
15.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
14.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
14.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
13.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
12.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
12.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
11.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
11.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
10.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
10.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
10.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
9.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
9.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
8.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
8.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
7.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
7.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
7.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
7.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
7.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
7.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
7.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
7.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
7.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
7.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
7.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
6.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
6.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
6.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
5.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
5.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
5.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
5.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
5.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
5.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
4.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
4.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
4.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
4.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
4.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
4.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
3.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
3.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
3.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
3.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
3.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
2.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
2.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
2.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
2.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
2.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
2.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
2.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
2.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
2.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
2.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
2.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
2.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
2.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
1.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
1.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
1.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
1.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
1.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
1.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
1.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
1.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
1.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
1.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
1.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
1.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
1.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
1.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
1.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
1.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
1.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
1.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
1.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
1.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
1.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
1.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
1.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
1.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
1.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
0.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
0.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
0.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
0.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
0.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
0.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
0.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
0.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
0.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
0.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
0.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
0.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
0.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
0.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
0.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
0.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
0.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
0.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
0.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
0.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
0.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
0.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
0.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
0.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
0.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
0.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
0.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
0.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
0.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
0.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
0.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
0.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
0.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
0.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
0.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
0.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
0.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
0.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
0.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
0.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
0.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
0.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
0.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
0.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
0.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
0.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
0.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
0.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
0.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
0.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
0.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
0.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
0.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
0.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
0.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
0.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
0.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
0.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
0.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
0.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
0.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
0.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
0.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
0.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
0.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
0.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
0.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
0.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
0.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
0.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
0.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
0.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
0.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
0.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
0.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
0.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
0.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
0.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
0.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
0.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
0.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
0.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
0.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
0.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
0.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
0.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
0.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
0.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
0.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
0.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
0.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
0.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
0.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
0.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
0.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
0.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
0.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
GSTM1 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
9.8
Number of samples
486
Samples
Sample
Description
TPM
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
87.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
76.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
69.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
68.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
67.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
58.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
57.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
57.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
56.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
51.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
49.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
48.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
46.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
46.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
45.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
45.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
45.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
44.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
44.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
43.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
41.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
41.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
39.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
39.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
39.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
39.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
37.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
37.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
36.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
36.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
36.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
35.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
35.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
35.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
34.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
34.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
34.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
33.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
33.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
33.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
33.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
32.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
32.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
32.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
32.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
31.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
31.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
30.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
30.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
30.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
30.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
29.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
29.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
29.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
28.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
28.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
28.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
26.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
26.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
26.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
26.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
26.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
25.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
25.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
25.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
24.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
24.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
23.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
23.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
23.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
22.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
22.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
21.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
21.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
21.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
21.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
21.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
21.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
21.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
20.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
20.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
20.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
20.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
19.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
19.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
19.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
19.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
19.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
19.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
18.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
18.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
18.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
17.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
17.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
17.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
17.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
17.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
17.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
16.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
16.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
16.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
16.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
16.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
16.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
16.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
15.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
15.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
15.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
15.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
15.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
14.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
14.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
14.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
14.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
14.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
14.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
13.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
13.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
13.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
13.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
13.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
13.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
13.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
12.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
12.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
12.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
12.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
12.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
12.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
12.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
12.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
12.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
12.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
12.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
12.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
12.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
12.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
12.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
11.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
11.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
11.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
11.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
11.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
11.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
11.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
11.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
11.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
11.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
11.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
11.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
10.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
10.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
10.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
10.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
10.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
10.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
10.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
9.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
9.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
9.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
9.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
9.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
9.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
9.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
8.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
8.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
8.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
8.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
8.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
8.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
8.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
8.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
8.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
7.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
7.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
7.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
7.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
7.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
7.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
7.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
6.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
6.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
6.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
6.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
6.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
6.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
6.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
6.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
6.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
6.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
6.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
5.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
5.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
5.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
5.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
5.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
5.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
5.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
5.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
5.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
5.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
5.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
5.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
5.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
5.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
5.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
5.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
5.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
5.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
5.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
5.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
5.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
5.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
4.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
4.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
4.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
4.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
4.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
4.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
4.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
4.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
4.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
4.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
3.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
3.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
3.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
3.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
3.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
3.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
3.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
3.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
3.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
3.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
3.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
3.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
3.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
2.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
2.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
2.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
2.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
2.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
2.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
2.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
2.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
2.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
2.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
2.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
2.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
2.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
2.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
2.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
2.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
2.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
2.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
2.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
1.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
1.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
1.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
1.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
1.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
1.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
1.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
1.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
1.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
1.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
1.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
1.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
1.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
1.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
1.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
1.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
1.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
1.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
1.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
1.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
1.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
1.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
1.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
1.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
1.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
1.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
1.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
1.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
1.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
1.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
1.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
1.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
1.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
1.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
1.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
1.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
1.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
1.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
1.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
1.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
1.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
1.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
1.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
1.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
1.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
1.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
1.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
1.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
1.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
1.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
1.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
1.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
1.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
1.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
1.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
1.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
1.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
1.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
1.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
1.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
1.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
1.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
1.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
1.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
1.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
1.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
1.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
1.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
1.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
1.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
1.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
1.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
1.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
1.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
1.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
1.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
1.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
1.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
1.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
1.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
1.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
1.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
1.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
1.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
1.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
1.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
1.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
1.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
1.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
1.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
0.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
0.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
0.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
0.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
0.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
0.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
0.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
0.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
0.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
0.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
0.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
0.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
0.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
0.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
0.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
0.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
0.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
0.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
0.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
0.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
0.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
0.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
0.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
0.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
0.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
0.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
0.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
0.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
0.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
0.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
0.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
0.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
0.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
0.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
0.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
0.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
0.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
0.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
0.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
0.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
0.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
0.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
0.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
0.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
0.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
0.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
0.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
0.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
0.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
0.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
0.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
0.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
0.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
0.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
0.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
0.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
0.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
0.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
0.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
0.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
0.6
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
0.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
0.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
0.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
0.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
0.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
0.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
0.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
0.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
0.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
0.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
0.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
0.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
0.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
0.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
0.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
0.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
0.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
0.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
0.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
0.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
0.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
0.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
0.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
0.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
0.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
0.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
0.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
0.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
0.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
0.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
0.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
0.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
0.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
0.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
0.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
0.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
0.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
0.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
0.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
0.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
0.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
0.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
0.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
0.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
0.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
0.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
0.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
0.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
0.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
0.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
0.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
0.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
0.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
0.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
0.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
0.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
0.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
0.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
0.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
0.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
0.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
0.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
0.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
0.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
0.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
0.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
0.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
0.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
0.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
0.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
0.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
0.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
0.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
0.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
0.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
GSTM1 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
10.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
66.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
56.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
55.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
49.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
45.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
44.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
43.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
39.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
39.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
36.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
33.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
33.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
32.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
31.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
28.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
26.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
26.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
22.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
21.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
17.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
14.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
13.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
12.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
12.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
10.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
8.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
8.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
7.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
6.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
5.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
5.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
5.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
5.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
5.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
4.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
4.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
4.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
3.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
3.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
3.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
3.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
2.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
1.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
1.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
1.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
1.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
1.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
1.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
0.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
0.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
0.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
0.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
0.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
0.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
0.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
0.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
0.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
0.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
0.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
0.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
0.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
0.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
0.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
0.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
0.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
0.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
0.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
0.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
0.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
0.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
0.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
0.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
0.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
0.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
0.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
0.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
0.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
0.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
0.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
0.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
0.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
GSTM1 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
8.8
Number of samples
207
Samples
Sample
Description
TPM
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
68.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
57.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
55.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
48.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
41.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
36.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
36.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
35.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
35.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
34.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
33.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
32.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
29.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
29.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
28.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
28.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
27.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
27.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
25.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
23.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
22.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
22.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
21.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
21.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
20.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
20.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
20.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
19.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
19.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
19.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
18.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
18.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
18.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
18.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
18.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
17.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
17.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
17.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
16.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
16.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
16.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
15.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
15.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
15.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
15.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
14.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
14.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
14.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
14.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
13.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
13.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
13.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
13.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
12.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
12.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
12.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
11.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
11.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
11.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
11.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
11.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
11.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
11.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
10.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
10.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
10.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
10.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
9.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
9.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
8.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
8.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
8.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
8.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
8.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
8.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
7.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
7.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
7.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
7.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
6.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
6.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
6.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
6.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
6.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
6.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
6.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
6.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
5.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
5.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
5.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
4.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
4.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
4.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
4.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
4.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
4.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
4.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
4.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
4.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
4.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
3.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
2.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
2.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
2.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
2.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
2.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
2.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
2.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
2.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
2.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
1.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
1.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
1.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
1.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
1.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
1.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
1.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
1.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
1.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
1.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
1.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
1.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
1.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
1.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
1.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
1.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
1.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
1.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
1.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
1.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
1.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
1.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
1.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
1.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
1.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
1.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
1.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
1.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
1.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
1.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
1.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
0.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
0.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
0.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
0.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
0.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
0.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
0.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
0.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
0.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
0.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
0.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
0.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
0.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
0.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
0.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
0.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
0.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
0.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
0.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
0.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
0.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
0.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
0.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
0.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
0.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
0.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
0.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
0.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
0.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
0.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
0.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
0.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
0.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
0.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
0.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
0.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
0.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
0.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
0.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
0.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
0.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
0.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
0.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
0.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
0.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
0.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
0.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
0.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
0.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
0.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
0.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
0.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
0.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
0.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
0.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
0.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
0.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
0.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
0.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
0.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
0.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
c307b7b0-534a-45fa-a420-35f773_D2
Normal
2.4
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
2.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
2.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
2.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
2.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
2.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
1.8
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
1.6
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
1.6
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
1.6
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
1.6
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
1.6
02cde0c0-6840-495b-9b11-007d82_D2
Normal
1.6
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
1.6
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
1.6
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
1.6
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
1.5
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
1.4
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
1.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
1.4
bda3787a-1397-4716-bb17-4992a8_D2
Normal
1.4
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
1.4
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
1.4
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
1.4
963fc8db-f412-4427-a198-23f660_D2
Normal
1.4
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
1.4
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
1.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
1.3
b3696374-c6c0-49dd-833e-596e26_D2
Normal
1.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
1.3
411d9597-c785-4de5-b449-29a80d_D2
Normal
1.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
1.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
1.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
1.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
1.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
1.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
1.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
1.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
1.0
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
1.0
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
1.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
1.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
1.0
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.9
41a04113-2061-4923-bca5-da586c_D2
Normal
0.9
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.8
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.8
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.7
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.7
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.6
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.6
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.6
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.6
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.5
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.5
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.5
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.5
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.5
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.4
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.4
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.4
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.4
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.3
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.3
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.3
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.3
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.4
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.4
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.4
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.4
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.4
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.4
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.4
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.5
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.5
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.5
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.5
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.5
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.5
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.5
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.5
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.6
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.6
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.6
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.6
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.6
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.6
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.6
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.6
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.6
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.6
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.7
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.7
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.7
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.7
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.7
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.7
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.7
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.7
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.7
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.7
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.8
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.8
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.8
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.8
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.9
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.9
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.9
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.9
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.9
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.9
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.9
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.9
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-1.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-1.0
82157a70-12f1-4913-b548-d98881_D2
Normal
-1.0
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-1.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-1.0
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-1.0
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-1.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-1.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-1.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-1.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-1.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-1.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-1.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-1.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-1.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-1.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-1.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-1.3
b2400046-1d25-429d-a821-6040a6
Tumor
-1.3
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-1.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-1.4
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-1.4
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-1.4
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-1.4
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-1.4
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-1.4
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-1.4
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-1.5
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-1.5
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-1.5
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-1.5
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-1.5
2b810478-7956-4a8b-870d-184859_D2
Tumor
-1.6
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-1.6
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-1.6
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-1.6
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-1.6
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-1.6
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-1.6
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-1.6
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-1.7
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-1.7
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-1.7
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-1.8
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-1.8
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-1.8
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-1.8
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-1.8
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-1.8
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-1.9
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-1.9
8cc7e656-0152-4359-8566-0581c3
Tumor
-1.9
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-1.9
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-2.0
43192517-085e-450e-9481-0a6713_D3
Tumor
-2.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-2.0
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-2.0
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-2.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-2.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-2.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-2.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-2.3
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-2.7
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
