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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.
ADSS2 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
32.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
69.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
68.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
64.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
61.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
58.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
57.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
56.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
55.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
54.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
52.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
52.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
52.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
52.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
50.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
48.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
48.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
48.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
47.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
46.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
46.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
46.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
45.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
45.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
45.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
44.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
44.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
44.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
43.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
43.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
42.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
42.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
42.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
42.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
42.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
42.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
42.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
42.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
42.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
42.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
42.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
41.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
41.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
41.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
41.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
41.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
40.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
40.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
40.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
40.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
39.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
39.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
39.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
39.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
39.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
38.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
38.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
38.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
38.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
38.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
38.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
38.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
37.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
37.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
37.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
37.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
37.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
37.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
37.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
37.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
37.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
37.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
37.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
37.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
36.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
36.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
36.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
36.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
36.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
35.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
35.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
35.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
35.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
35.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
35.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
35.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
35.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
35.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
35.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
35.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
34.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
34.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
34.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
34.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
34.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
34.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
34.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
34.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
34.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
34.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
33.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
33.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
33.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
33.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
33.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
33.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
33.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
33.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
33.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
33.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
33.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
33.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
33.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
33.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
33.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
33.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
33.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
33.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
32.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
32.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
32.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
32.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
32.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
32.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
32.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
32.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
32.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
32.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
32.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
31.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
31.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
31.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
31.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
31.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
31.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
31.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
31.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
31.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
31.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
31.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
31.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
31.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
31.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
31.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
31.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
30.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
30.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
30.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
30.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
30.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
30.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
30.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
30.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
29.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
29.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
29.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
29.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
29.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
29.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
29.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
29.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
29.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
28.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
28.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
28.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
28.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
28.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
28.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
28.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
28.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
28.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
28.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
28.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
28.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
28.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
28.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
28.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
27.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
27.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
27.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
27.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
27.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
27.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
27.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
27.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
27.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
27.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
26.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
26.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
26.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
26.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
26.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
26.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
26.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
26.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
26.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
26.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
25.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
25.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
25.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
25.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
25.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
25.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
25.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
25.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
25.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
25.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
24.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
24.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
24.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
24.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
24.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
24.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
24.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
23.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
23.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
23.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
23.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
23.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
23.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
23.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
23.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
22.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
22.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
22.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
22.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
22.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
22.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
21.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
21.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
21.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
21.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
21.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
21.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
20.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
20.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
20.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
20.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
20.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
20.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
20.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
19.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
19.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
19.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
18.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
18.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
17.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
17.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
17.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
17.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
17.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
17.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
16.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
15.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 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.
ADSS2 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
31.1
Number of samples
486
Samples
Sample
Description
TPM
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
77.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
74.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
70.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
61.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
58.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
54.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
51.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
51.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
51.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
49.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
48.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
47.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
47.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
46.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
46.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
46.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
46.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
46.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
46.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
46.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
46.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
45.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
45.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
45.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
44.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
44.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
44.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
44.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
44.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
44.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
44.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
44.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
43.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
43.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
43.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
43.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
43.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
43.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
42.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
42.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
42.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
42.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
42.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
42.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
41.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
41.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
41.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
41.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
41.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
40.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
40.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
40.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
40.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
40.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
40.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
40.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
39.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
39.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
39.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
39.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
39.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
39.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
39.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
39.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
39.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
39.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
39.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
39.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
39.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
38.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
38.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
38.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
38.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
38.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
38.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
38.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
38.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
37.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
37.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
37.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
37.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
37.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
37.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
37.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
37.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
37.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
37.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
37.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
37.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
37.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
37.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
37.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
37.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
37.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
36.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
36.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
36.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
36.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
36.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
36.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
36.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
36.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
36.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
36.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
36.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
36.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
36.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
36.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
36.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
36.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
36.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
35.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
35.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
35.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
35.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
35.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
35.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
35.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
35.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
35.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
35.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
35.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
35.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
35.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
35.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
35.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
35.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
35.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
35.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
35.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
35.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
35.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
35.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
35.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
35.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
34.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
34.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
34.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
34.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
34.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
34.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
34.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
34.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
34.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
34.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
34.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
34.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
34.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
34.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
34.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
33.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
33.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
33.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
33.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
33.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
33.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
33.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
33.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
33.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
33.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
32.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
32.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
32.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
32.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
32.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
32.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
32.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
32.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
32.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
32.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
32.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
32.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
32.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
32.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
32.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
32.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
32.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
32.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
32.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
32.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
31.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
31.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
31.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
31.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
31.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
31.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
31.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
31.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
31.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
31.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
31.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
31.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
31.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
31.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
31.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
31.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
31.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
31.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
31.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
31.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
31.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
31.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
31.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
31.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
31.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
31.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
31.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
31.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
31.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
31.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
31.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
31.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
31.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
31.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
31.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
31.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
31.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
30.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
30.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
30.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
30.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
30.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
30.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
30.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
30.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
30.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
30.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
30.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
30.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
30.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
30.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
30.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
30.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
30.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
30.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
30.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
30.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
30.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
30.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
30.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
30.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
30.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
30.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
30.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
30.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
30.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
30.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
30.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
30.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
30.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
29.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
29.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
29.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
29.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
29.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
29.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
29.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
29.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
29.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
29.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
29.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
29.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
29.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
29.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
29.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
29.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
29.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
29.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
29.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
29.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
29.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
29.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
29.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
29.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
29.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
29.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
28.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
28.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
28.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
28.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
28.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
28.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
28.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
28.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
28.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
28.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
28.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
28.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
28.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
28.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
28.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
28.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
28.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
28.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
28.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
28.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
28.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
28.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
28.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
28.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
28.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
28.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
28.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
28.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
28.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
28.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
28.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
28.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
27.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
27.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
27.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
27.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
27.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
27.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
27.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
27.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
27.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
27.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
27.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
27.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
27.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
27.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
27.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
27.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
27.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
27.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
27.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
27.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
27.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
27.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
27.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
27.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
27.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
27.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
27.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
27.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
27.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
27.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
27.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
27.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
27.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
27.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
27.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
27.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
26.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
26.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
26.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
26.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
26.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
26.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
26.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
26.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
26.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
26.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
26.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
26.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
26.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
26.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
26.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
26.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
26.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
26.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
26.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
26.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
26.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
26.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
26.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
26.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
26.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
26.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
25.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
25.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
25.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
25.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
25.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
25.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
25.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
25.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
25.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
25.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
25.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
25.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
25.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
25.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
25.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
25.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
25.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
25.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
25.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
25.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
25.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
25.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
25.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
25.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
24.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
24.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
24.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
24.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
24.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
24.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
24.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
24.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
24.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
24.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
24.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
24.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
24.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
24.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
24.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
24.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
24.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
24.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
24.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
24.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
23.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
23.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
23.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
23.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
23.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
23.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
23.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
23.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
23.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
23.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
23.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
23.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
23.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
23.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
23.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
23.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
23.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
23.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
23.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
22.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
22.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
22.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
22.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
22.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
22.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
22.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
22.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
22.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
22.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
22.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
21.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
21.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
21.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
21.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
21.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
21.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
21.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
21.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
20.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
20.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
20.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
20.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
20.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
20.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
20.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
20.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
20.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
20.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
19.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
19.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
19.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
19.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
19.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
19.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
19.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
19.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
19.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
18.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
18.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
18.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
17.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
16.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
16.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
16.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
15.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
15.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
14.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
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.
ADSS2 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
35.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
65.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
65.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
56.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
54.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
54.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
53.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
53.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
52.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
49.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
48.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
47.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
47.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
47.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
46.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
46.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
45.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
44.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
43.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
43.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
43.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
42.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
42.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
42.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
41.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
41.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
40.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
40.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
40.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
40.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
39.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
39.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
38.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
38.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
37.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
37.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
36.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
36.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
36.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
35.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
35.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
35.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
34.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
34.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
34.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
34.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
34.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
33.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
33.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
33.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
32.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
32.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
32.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
32.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
31.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
31.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
31.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
31.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
30.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
30.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
30.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
29.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
29.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
29.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
28.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
28.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
28.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
28.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
27.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
27.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
27.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
27.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
27.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
26.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
25.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
25.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
24.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
23.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
23.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
23.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
21.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
21.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
20.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
20.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
20.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
14.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
13.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
6.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 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.
ADSS2 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
29.2
Number of samples
207
Samples
Sample
Description
TPM
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
60.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
55.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
51.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
50.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
49.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
47.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
47.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
43.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
42.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
39.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
39.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
38.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
38.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
37.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
37.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
36.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
36.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
36.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
36.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
36.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
36.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
36.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
36.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
35.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
35.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
35.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
35.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
35.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
35.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
35.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
35.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
35.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
34.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
34.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
34.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
34.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
34.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
34.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
34.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
34.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
33.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
33.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
33.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
33.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
33.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
33.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
33.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
33.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
33.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
33.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
33.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
32.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
32.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
32.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
32.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
32.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
32.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
32.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
31.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
31.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
31.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
31.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
31.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
31.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
31.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
31.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
31.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
31.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
31.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
31.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
31.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
30.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
30.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
30.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
30.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
30.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
30.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
30.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
30.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
30.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
30.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
30.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
30.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
30.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
30.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
29.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
29.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
29.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
29.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
29.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
29.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
29.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
29.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
29.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
29.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
29.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
29.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
29.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
28.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
28.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
28.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
28.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
28.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
28.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
28.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
28.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
28.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
28.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
28.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
28.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
28.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
28.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
27.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
27.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
27.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
27.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
27.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
27.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
27.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
27.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
27.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
27.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
27.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
27.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
27.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
27.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
27.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
26.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
26.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
26.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
26.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
26.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
26.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
26.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
26.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
26.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
26.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
26.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
26.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
26.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
26.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
26.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
26.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
26.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
26.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
26.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
25.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
25.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
25.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
25.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
25.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
25.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
25.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
25.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
25.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
25.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
25.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
25.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
25.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
25.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
24.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
24.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
24.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
24.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
24.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
24.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
24.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
24.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
24.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
23.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
23.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
23.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
23.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
23.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
23.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
23.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
23.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
23.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
22.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
22.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
22.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
22.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
22.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
22.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
22.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
22.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
22.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
21.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
21.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
21.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
21.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
21.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
21.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
20.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
20.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
20.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
20.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
19.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
18.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
18.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
18.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
18.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
17.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
17.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
16.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
14.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.8
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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.