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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.
CST1 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
80.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1639.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
1234.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
1032.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
708.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
650.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
577.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
549.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
547.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
500.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
427.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
418.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
381.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
325.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
281.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
264.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
253.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
247.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
239.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
237.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
204.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
199.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
193.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
189.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
183.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
179.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
172.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
167.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
163.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
163.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
163.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
157.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
150.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
149.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
139.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
138.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
136.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
134.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
132.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
129.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
127.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
127.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
123.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
123.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
121.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
121.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
120.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
120.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
120.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
113.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
111.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
109.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
107.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
107.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
107.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
101.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
99.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
99.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
98.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
94.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
93.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
93.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
88.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
85.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
85.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
85.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
82.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
82.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
82.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
80.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
79.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
72.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
72.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
71.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
69.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
66.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
64.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
64.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
63.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
61.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
61.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
61.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
58.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
57.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
56.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
55.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
54.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
54.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
54.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
52.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
52.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
52.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
52.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
51.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
50.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
49.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
48.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
47.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
46.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
45.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
44.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
41.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
41.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
40.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
40.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
38.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
38.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
36.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
35.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
33.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
33.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
32.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
32.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
31.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
31.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
30.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
30.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
30.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
28.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
28.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
27.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
26.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
25.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
25.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
24.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
24.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
23.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
23.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
22.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
22.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
22.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
22.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
21.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
20.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
20.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
20.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
19.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
19.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
19.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
19.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
18.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
18.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
18.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
17.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
17.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
17.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
17.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
17.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
17.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
16.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
15.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
15.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
15.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
15.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
14.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
14.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
13.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
13.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
13.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
12.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
12.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
12.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
12.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
12.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
11.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
11.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
11.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
11.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
10.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
10.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
9.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
9.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
9.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
9.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
9.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
9.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
9.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
8.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
8.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
8.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
8.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
8.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
8.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
7.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
7.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
7.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
7.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
7.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
7.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
7.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
7.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
6.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
6.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
6.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
5.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
5.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
5.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
5.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
4.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
4.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
4.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
4.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
4.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
4.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
3.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
3.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
3.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
3.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
3.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
3.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
2.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
2.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
2.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
2.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
2.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
2.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
2.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
2.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
2.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
2.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
1.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
1.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
1.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
1.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
1.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
1.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
1.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
1.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
1.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
1.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
1.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
0.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
0.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
0.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
0.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
0.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
0.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
0.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
0.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
0.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
0.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
0.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
0.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
0.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
0.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
0.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 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.
CST1 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
63.9
Number of samples
486
Samples
Sample
Description
TPM
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
2808.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
1247.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
1076.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
749.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
685.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
666.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
650.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
648.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
628.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
591.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
527.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
451.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
437.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
386.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
359.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
359.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
324.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
320.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
305.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
292.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
259.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
258.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
230.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
215.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
207.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
200.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
197.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
196.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
180.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
178.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
175.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
174.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
172.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
165.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
165.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
158.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
157.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
152.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
152.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
150.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
147.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
145.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
144.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
143.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
141.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
138.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
136.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
133.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
127.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
121.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
121.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
119.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
118.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
114.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
113.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
111.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
107.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
107.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
107.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
106.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
105.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
105.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
102.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
101.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
100.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
100.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
97.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
95.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
94.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
94.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
93.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
91.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
88.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
87.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
87.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
86.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
86.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
85.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
85.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
84.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
84.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
83.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
83.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
83.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
82.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
81.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
79.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
79.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
78.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
77.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
77.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
76.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
76.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
75.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
72.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
72.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
70.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
70.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
70.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
69.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
68.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
67.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
65.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
65.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
65.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
62.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
61.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
61.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
60.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
60.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
59.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
59.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
59.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
59.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
58.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
58.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
57.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
57.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
56.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
56.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
55.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
55.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
55.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
55.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
54.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
53.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
53.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
53.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
52.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
52.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
52.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
52.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
51.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
50.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
50.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
50.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
50.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
49.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
48.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
47.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
47.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
46.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
46.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
46.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
46.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
46.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
46.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
45.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
45.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
44.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
44.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
43.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
43.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
42.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
42.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
42.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
41.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
41.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
40.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
40.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
40.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
40.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
39.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
39.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
39.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
38.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
38.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
37.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
37.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
37.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
37.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
37.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
36.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
36.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
36.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
35.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
35.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
34.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
34.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
34.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
34.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
34.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
33.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
33.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
33.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
33.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
33.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
33.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
33.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
32.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
32.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
32.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
32.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
32.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
32.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
31.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
31.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
31.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
31.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
31.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
30.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
30.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
30.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
30.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
29.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
29.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
29.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
29.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
28.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
28.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
28.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
28.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
28.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
27.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
27.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
27.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
26.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
26.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
26.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
25.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
25.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
25.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
25.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
25.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
24.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
24.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
24.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
24.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
23.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
23.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
23.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
23.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
22.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
22.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
22.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
22.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
22.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
22.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
22.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
22.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
22.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
22.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
22.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
21.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
21.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
21.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
21.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
21.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
21.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
21.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
20.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
20.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
20.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
20.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
20.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
20.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
20.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
20.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
19.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
19.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
19.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
18.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
18.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
18.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
18.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
18.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
18.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
18.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
18.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
18.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
18.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
18.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
18.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
17.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
17.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
17.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
17.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
17.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
17.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
16.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
16.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
16.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
16.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
16.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
16.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
16.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
16.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
16.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
16.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
16.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
15.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
15.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
15.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
15.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
15.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
15.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
15.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
15.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
15.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
14.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
14.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
14.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
14.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
14.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
14.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
14.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
13.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
13.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
13.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
13.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
13.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
13.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
13.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
13.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
13.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
13.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
13.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
13.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
13.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
13.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
12.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
12.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
12.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
12.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
12.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
12.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
11.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
11.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
11.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
11.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
11.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
11.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
11.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
11.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
11.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
11.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
10.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
10.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
10.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
10.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
10.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
10.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
9.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
9.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
9.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
9.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
9.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
9.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
9.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
9.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
9.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
9.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
8.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
8.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
8.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
8.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
8.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
8.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
8.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
8.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
8.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
8.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
8.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
8.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
7.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
7.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
7.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
7.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
7.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
7.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
7.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
7.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
7.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
7.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
7.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
6.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
6.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
6.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
6.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
6.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
6.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
6.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
6.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
6.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
6.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
5.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
5.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
5.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
5.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
5.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
5.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
5.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
5.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
5.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
5.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
5.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
5.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
5.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
5.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
5.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
5.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
5.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
5.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
5.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
5.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
4.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
4.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
4.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
4.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
4.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
4.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
4.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
4.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
4.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
4.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
4.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
4.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
4.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
3.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
3.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
3.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
3.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
3.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
3.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
3.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
3.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
2.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
2.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
2.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
2.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
2.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
2.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
2.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
2.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
2.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
2.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
2.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
2.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
2.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
2.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
2.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
2.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
2.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
2.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
2.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
1.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
1.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
1.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
1.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
1.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
1.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
1.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
1.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
1.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
1.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
1.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
1.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
1.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
1.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
1.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
1.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
1.2
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
1.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
0.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
0.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
0.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
0.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
0.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
0.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
0.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
0.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
0.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
0.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
0.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
0.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
0.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
0.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
0.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 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.
CST1 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
87.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
1255.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
691.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
578.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
421.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
399.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
300.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
263.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
259.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
202.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
176.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
172.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
156.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
151.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
146.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
143.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
135.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
131.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
126.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
124.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
120.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
119.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
106.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
104.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
102.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
82.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
76.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
74.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
71.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
71.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
68.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
63.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
63.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
58.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
49.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
46.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
30.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
30.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
29.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
27.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
26.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
24.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
23.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
20.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
19.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
18.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
18.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
17.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
16.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
15.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
14.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
13.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
12.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
12.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
11.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
11.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
10.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
10.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
8.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
8.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
8.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
8.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
8.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
7.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
7.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
6.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
6.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
6.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
5.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
5.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
5.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
4.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
4.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
4.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
4.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
3.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
3.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
3.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
2.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
2.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
2.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
2.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
1.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
1.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
1.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
1.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
1.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
0.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 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.
CST1 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
70.4
Number of samples
207
Samples
Sample
Description
TPM
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
2677.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
840.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
827.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
408.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
366.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
316.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
314.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
297.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
282.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
256.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
244.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
242.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
229.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
227.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
221.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
219.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
211.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
193.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
191.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
185.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
185.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
184.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
179.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
162.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
150.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
149.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
141.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
141.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
138.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
113.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
106.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
106.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
104.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
103.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
90.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
89.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
89.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
88.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
82.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
81.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
77.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
75.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
74.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
73.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
70.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
70.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
65.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
65.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
65.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
63.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
62.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
61.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
61.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
61.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
59.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
56.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
54.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
54.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
52.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
50.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
45.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
45.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
44.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
41.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
41.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
40.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
39.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
39.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
37.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
37.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
36.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
35.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
35.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
34.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
33.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
32.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
32.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
32.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
31.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
30.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
30.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
30.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
29.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
28.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
28.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
28.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
28.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
27.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
26.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
26.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
26.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
25.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
24.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
24.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
23.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
22.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
21.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
21.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
21.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
19.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
19.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
19.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
19.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
18.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
18.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
17.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
17.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
16.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
16.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
15.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
15.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
15.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
15.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
15.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
14.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
14.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
13.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
12.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
12.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
11.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
11.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
11.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
10.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
10.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
10.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
10.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
10.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
10.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
10.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
10.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
10.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
10.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
9.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
9.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
9.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
9.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
9.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
9.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
8.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
8.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
8.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
8.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
8.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
8.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
8.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
8.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
8.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
7.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
7.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
7.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
7.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
7.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
6.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
6.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
6.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
6.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
6.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
5.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
5.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
5.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
4.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
4.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
4.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
4.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
4.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
3.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
3.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
3.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
3.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
3.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
3.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
3.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
3.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
2.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
2.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
2.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
2.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
2.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
1.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
1.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
1.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
1.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
1.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
1.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
1.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
1.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
1.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
1.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
1.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
1.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
1.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
1.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
1.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
0.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
0.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
0.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
0.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
0.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
0.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
0.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
0.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
0.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
0.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
3.6
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
3.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
1.9
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
1.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
1.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.9
b2400046-1d25-429d-a821-6040a6
Tumor
0.7
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.4
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.3
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.3
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.3
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.2
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.3
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.3
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.3
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.4
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.4
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.4
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.4
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.5
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.5
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.6
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.6
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.7
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.7
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.8
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.8
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.9
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-1.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-1.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-1.1
8cc7e656-0152-4359-8566-0581c3
Tumor
-1.4
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
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
