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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.
ARID5A 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
11.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
47.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
44.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
41.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
40.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
34.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
34.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
33.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
30.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
29.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
29.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
26.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
26.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
26.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
25.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
22.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
22.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
22.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
21.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
21.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
21.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
20.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
20.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
20.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
19.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
19.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
19.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
19.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
19.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
18.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
18.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
18.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
18.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
17.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
17.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
17.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
17.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
16.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
16.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
16.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
16.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
16.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
15.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
15.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
15.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
15.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
15.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
14.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
14.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
14.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
14.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
14.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
14.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
14.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
14.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
14.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
14.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
14.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
13.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
13.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
13.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
13.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
13.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
13.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
13.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
13.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
13.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
13.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
13.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
12.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
12.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
12.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
12.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
12.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
12.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
12.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
12.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
12.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
12.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
12.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
12.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
12.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
12.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
12.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
12.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
12.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
11.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
11.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
11.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
11.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
11.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
11.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
11.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
11.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
11.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
11.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
11.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
11.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
10.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
10.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
10.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
10.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
10.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
10.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
10.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
10.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
10.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
10.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
10.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
10.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
10.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
10.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
10.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
10.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
10.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
10.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
10.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
9.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
9.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
9.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
9.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
9.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
9.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
9.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
9.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
9.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
9.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
9.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
9.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
9.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
9.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
8.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
8.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
8.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
8.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
8.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
8.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
8.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
8.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
8.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
8.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
8.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
8.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
8.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
8.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
8.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
8.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
8.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
8.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
8.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
8.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
8.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
8.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
8.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
8.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
8.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
8.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
8.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
8.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
8.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
8.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
7.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
7.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
7.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
7.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
7.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
7.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
7.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
7.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
7.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
7.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
7.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
7.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
7.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
7.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
7.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
6.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
6.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
6.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
6.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
6.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
6.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
6.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
6.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
6.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
6.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
6.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
6.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
6.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
6.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
6.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
6.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
6.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
6.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
5.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
5.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
5.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
5.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
5.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
5.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
5.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
5.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
5.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
5.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
5.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
5.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
5.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
5.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
5.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
5.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
5.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
4.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
4.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
4.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
4.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
4.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
4.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
4.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
4.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
4.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
4.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
4.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
4.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
4.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
4.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
3.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
3.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
3.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
2.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
2.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
2.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
2.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
2.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
1.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 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.
ARID5A 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
12.1
Number of samples
486
Samples
Sample
Description
TPM
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
32.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
31.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
31.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
28.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
28.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
27.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
26.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
26.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
25.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
23.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
23.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
23.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
23.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
22.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
22.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
22.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
22.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
21.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
21.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
21.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
21.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
20.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
20.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
20.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
20.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
19.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
19.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
19.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
19.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
19.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
19.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
19.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
18.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
18.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
18.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
18.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
18.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
18.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
18.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
18.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
18.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
18.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
18.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
18.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
18.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
18.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
18.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
18.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
18.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
18.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
17.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
17.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
17.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
17.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
17.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
17.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
17.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
17.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
17.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
17.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
17.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
17.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
17.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
17.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
17.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
17.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
17.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
17.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
17.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
17.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
17.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
17.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
17.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
17.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
17.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
17.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
17.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
17.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
17.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
16.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
16.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
16.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
16.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
16.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
16.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
16.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
16.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
16.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
16.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
16.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
16.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
16.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
16.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
16.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
16.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
16.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
16.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
16.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
16.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
16.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
16.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
15.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
15.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
15.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
15.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
15.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
15.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
15.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
15.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
15.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
15.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
15.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
15.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
15.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
15.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
15.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
15.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
15.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
15.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
15.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
15.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
15.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
15.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
15.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
15.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
15.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
15.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
15.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
14.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
14.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
14.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
14.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
14.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
14.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
14.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
14.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
14.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
14.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
14.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
14.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
14.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
14.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
14.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
14.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
14.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
14.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
14.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
14.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
14.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
14.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
14.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
14.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
14.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
14.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
14.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
14.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
14.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
14.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
14.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
14.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
14.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
14.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
14.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
13.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
13.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
13.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
13.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
13.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
13.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
13.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
13.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
13.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
13.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
13.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
13.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
13.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
13.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
13.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
13.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
13.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
13.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
13.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
13.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
12.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
12.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
12.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
12.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
12.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
12.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
12.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
12.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
12.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
12.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
12.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
12.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
12.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
12.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
12.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
12.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
12.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
12.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
12.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
12.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
12.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
12.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
12.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
12.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
12.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
12.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
12.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
12.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
12.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
12.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
12.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
12.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
12.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
12.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
12.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
12.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
12.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
12.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
12.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
12.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
12.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
12.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
12.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
12.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
12.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
11.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
11.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
11.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
11.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
11.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
11.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
11.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
11.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
11.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
11.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
11.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
11.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
11.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
11.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
11.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
11.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
11.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
11.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
11.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
11.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
11.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
11.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
11.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
11.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
11.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
11.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
11.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
11.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
11.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
11.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
11.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
10.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
10.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
10.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
10.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
10.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
10.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
10.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
10.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
10.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
10.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
10.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
10.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
10.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
10.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
10.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
10.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
10.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
10.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
10.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
10.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
10.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
10.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
10.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
10.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
10.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
10.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
10.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
10.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
10.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
10.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
10.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
10.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
10.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
9.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
9.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
9.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
9.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
9.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
9.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
9.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
9.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
9.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
9.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
9.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
9.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
9.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
9.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
9.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
9.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
9.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
9.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
9.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
9.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
9.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
9.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
9.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
9.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
9.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
9.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
9.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
9.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
9.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
9.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
9.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
9.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
9.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
9.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
9.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
9.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
9.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
9.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
9.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
8.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
8.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
8.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
8.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
8.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
8.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
8.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
8.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
8.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
8.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
8.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
8.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
8.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
8.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
8.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
8.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
8.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
8.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
8.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
8.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
8.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
8.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
8.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
8.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
8.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
8.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
8.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
8.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
8.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
8.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
8.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
8.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
8.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
8.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
8.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
8.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
8.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
8.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
8.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
8.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
8.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
8.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
8.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
8.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
7.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
7.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
7.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
7.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
7.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
7.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
7.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
7.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
7.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
7.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
7.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
7.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
7.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
7.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
7.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
7.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
7.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
7.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
7.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
7.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
7.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
7.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
7.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
7.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
7.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
7.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
7.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
7.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
7.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
7.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
7.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
7.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
7.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
7.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
7.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
7.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
7.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
7.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
7.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
7.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
7.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
6.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
6.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
6.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
6.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
6.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
6.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
6.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
6.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
6.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
6.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
6.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
6.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
6.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
6.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
6.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
6.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
6.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
6.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
6.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
6.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
6.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
6.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
6.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
6.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
6.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
6.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
6.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
6.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
6.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
6.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
5.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
5.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
5.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
5.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
5.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
5.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
5.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
5.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
5.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
5.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
5.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
5.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
5.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
4.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
4.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
4.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
4.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
4.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
4.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
4.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
3.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
3.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
3.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
3.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
2.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 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.
ARID5A is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
10.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
29.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
25.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
24.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
21.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
18.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
18.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
18.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
18.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
18.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
17.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
17.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
16.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
16.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
15.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
15.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
14.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
14.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
14.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
14.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
14.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
14.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
14.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
13.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
13.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
13.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
12.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
12.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
12.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
12.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
12.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
12.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
12.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
11.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
11.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
11.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
11.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
11.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
11.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
11.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
11.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
10.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
10.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
10.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
10.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
9.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
9.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
9.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
9.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
9.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
9.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
9.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
8.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
8.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
8.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
8.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
8.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
8.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
8.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
8.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
8.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
7.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
7.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
7.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
7.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
6.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
6.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
6.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
6.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
6.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
5.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
5.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
5.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
5.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
5.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
5.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
5.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
5.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
5.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
4.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
3.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ARID5A 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
11.7
Number of samples
207
Samples
Sample
Description
TPM
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
31.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
27.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
25.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
25.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
22.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
21.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
21.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
21.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
20.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
19.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
19.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
19.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
19.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
19.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
18.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
18.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
18.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
18.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
18.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
18.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
18.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
18.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
17.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
17.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
17.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
17.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
17.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
16.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
16.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
16.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
16.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
16.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
16.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
15.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
15.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
15.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
15.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
15.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
15.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
15.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
15.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
14.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
14.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
14.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
14.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
14.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
14.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
14.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
14.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
14.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
14.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
14.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
14.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
14.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
14.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
14.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
14.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
13.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
13.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
13.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
13.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
13.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
13.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
13.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
13.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
13.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
13.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
13.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
13.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
13.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
13.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
12.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
12.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
12.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
12.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
12.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
12.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
12.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
12.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
12.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
12.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
12.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
12.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
11.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
11.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
11.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
11.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
11.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
11.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
11.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
11.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
11.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
11.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
11.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
11.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
11.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
11.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
11.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
11.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
10.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
10.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
10.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
10.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
10.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
10.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
10.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
10.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
10.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
10.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
10.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
10.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
10.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
10.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
10.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
10.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
10.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
10.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
10.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
10.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
9.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
9.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
9.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
9.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
9.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
9.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
9.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
9.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
9.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
9.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
9.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
9.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
9.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
9.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
9.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
9.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
9.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
9.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
9.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
9.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
9.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
9.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
8.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
8.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
8.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
8.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
8.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
8.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
8.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
8.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
8.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
8.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
8.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
8.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
8.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
8.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
8.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
8.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
8.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
8.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
7.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
7.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
7.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
7.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
7.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
7.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
7.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
7.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
7.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
7.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
7.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
7.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
7.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
7.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
6.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
6.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
6.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
6.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
6.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
6.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
6.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
6.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
6.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
5.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
5.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
5.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
5.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
5.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
5.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
5.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
4.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
4.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
4.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
4.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
3.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
3.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
3.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
2.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
1.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
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
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
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
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_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
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_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
8b9e4266-7754-4f2c-ac9e-329905_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
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
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
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
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
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
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
c307b7b0-534a-45fa-a420-35f773_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
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
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
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
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
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_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
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
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
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
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
974e136f-7020-4a38-b9c1-094df9_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
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
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
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
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
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_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
7fd2eea8-bf99-4f97-8b9e-fb703f_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
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_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
059a7065-3a5f-4eea-97e5-85ab01_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
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_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.