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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.
SRD5A3 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
16.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
73.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
60.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
52.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
47.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
44.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
44.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
42.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
42.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
41.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
41.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
37.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
35.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
34.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
33.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
32.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
32.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
32.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
30.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
30.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
30.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
29.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
29.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
29.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
28.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
28.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
28.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
28.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
26.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
26.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
26.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
25.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
25.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
25.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
25.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
25.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
25.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
24.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
24.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
24.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
24.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
24.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
24.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
24.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
23.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
23.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
23.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
23.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
22.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
22.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
22.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
22.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
22.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
22.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
21.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
21.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
21.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
21.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
21.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
20.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
20.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
20.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
20.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
19.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
19.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
19.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
19.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
19.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
19.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
19.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
19.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
19.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
19.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
19.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
19.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
19.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
19.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
18.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
18.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
18.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
17.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
17.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
17.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
17.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
17.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
17.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
17.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
17.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
17.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
17.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
16.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
16.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
16.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
16.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
16.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
16.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
16.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
16.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
16.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
15.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
15.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
15.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
15.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
15.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
15.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
15.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
14.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
14.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
14.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
14.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
14.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
14.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
14.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
14.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
14.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
14.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
14.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
14.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
13.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
13.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
13.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
13.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
13.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
13.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
13.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
13.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
12.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
12.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
12.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
12.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
12.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
12.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
12.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
12.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
12.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
12.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
12.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
12.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
12.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
12.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
12.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
12.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
12.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
11.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
11.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
11.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
11.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
11.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
11.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
11.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
11.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
11.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
11.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
11.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
11.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
11.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
11.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
10.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
10.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
10.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
10.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
10.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
10.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
10.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
10.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
10.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
10.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
10.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
10.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
10.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
10.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
10.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
10.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
10.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
10.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
10.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
10.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
10.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
10.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
10.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
10.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
10.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
10.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
9.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
9.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
9.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
9.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
9.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
9.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
9.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
9.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
9.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
9.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
9.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
9.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
9.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
9.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
8.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
8.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
8.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
8.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
8.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
8.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
8.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
8.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
8.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
8.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
8.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
8.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
8.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
8.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
8.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
8.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
7.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
7.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
7.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
7.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
7.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
7.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
7.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
7.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
7.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
7.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
6.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
6.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
6.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
6.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
6.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
6.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
6.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
6.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
6.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
6.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
6.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
6.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
5.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
5.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
5.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
5.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
5.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
5.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
4.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
4.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
4.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
3.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
3.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 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.
SRD5A3 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
15.2
Number of samples
486
Samples
Sample
Description
TPM
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
81.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
78.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
75.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
56.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
54.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
52.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
49.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
44.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
42.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
41.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
40.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
40.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
39.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
39.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
35.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
35.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
35.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
34.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
34.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
34.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
34.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
33.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
32.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
32.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
32.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
32.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
31.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
31.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
31.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
30.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
30.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
30.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
30.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
30.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
30.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
29.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
29.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
29.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
29.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
29.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
29.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
29.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
28.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
28.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
28.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
28.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
27.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
27.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
27.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
27.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
27.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
26.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
26.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
26.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
26.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
25.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
25.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
25.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
25.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
25.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
25.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
24.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
24.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
24.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
24.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
24.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
24.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
23.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
23.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
23.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
23.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
23.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
23.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
22.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
22.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
22.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
22.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
22.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
21.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
21.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
21.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
21.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
21.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
21.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
21.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
21.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
21.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
21.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
21.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
20.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
20.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
20.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
20.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
20.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
20.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
20.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
20.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
20.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
20.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
20.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
20.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
20.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
20.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
20.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
20.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
20.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
20.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
19.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
19.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
19.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
19.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
19.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
19.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
19.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
19.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
19.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
19.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
19.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
18.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
18.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
18.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
18.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
18.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
18.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
18.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
18.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
18.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
18.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
18.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
18.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
18.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
17.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
17.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
17.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
17.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
17.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
17.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
17.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
17.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
17.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
17.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
17.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
17.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
17.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
17.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
17.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
17.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
17.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
17.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
17.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
17.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
17.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
17.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
17.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
17.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
17.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
17.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
16.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
16.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
16.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
16.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
16.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
16.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
16.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
16.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
16.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
16.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
16.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
16.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
15.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
15.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
15.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
15.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
15.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
15.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
15.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
15.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
15.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
15.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
15.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
15.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
15.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
15.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
15.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
15.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
15.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
14.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
14.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
14.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
14.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
14.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
14.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
14.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
14.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
14.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
14.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
14.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
14.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
14.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
14.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
14.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
14.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
14.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
14.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
14.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
14.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
14.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
14.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
14.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
14.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
14.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
14.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
13.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
13.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
13.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
13.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
13.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
13.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
13.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
13.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
13.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
13.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
13.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
13.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
13.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
13.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
13.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
13.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
13.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
13.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
13.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
13.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
13.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
13.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
13.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
12.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
12.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
12.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
12.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
12.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
12.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
12.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
12.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
12.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
12.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
12.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
12.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
12.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
12.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
12.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
12.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
12.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
12.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
12.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
12.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
12.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
12.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
12.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
12.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
12.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
12.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
12.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
11.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
11.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
11.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
11.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
11.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
11.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
11.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
11.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
11.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
11.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
11.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
11.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
11.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
11.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
11.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
11.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
11.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
11.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
11.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
11.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
11.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
11.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
10.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
10.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
10.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
10.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
10.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
10.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
10.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
10.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
10.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
10.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
10.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
10.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
10.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
10.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
10.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
10.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
10.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
10.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
10.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
10.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
10.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
10.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
10.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
10.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
10.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
10.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
10.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
10.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
10.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
9.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
9.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
9.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
9.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
9.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
9.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
9.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
9.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
9.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
9.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
9.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
9.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
9.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
9.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
9.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
9.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
9.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
9.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
9.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
9.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
9.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
9.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
9.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
9.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
9.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
9.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
9.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
9.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
9.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
9.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
8.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
8.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
8.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
8.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
8.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
8.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
8.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
8.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
8.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
8.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
8.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
8.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
8.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
8.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
8.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
8.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
8.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
8.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
8.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
8.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
8.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
8.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
8.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
8.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
8.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
8.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
8.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
8.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
8.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
8.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
8.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
8.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
8.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
8.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
8.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
8.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
8.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
8.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
8.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
7.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
7.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
7.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
7.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
7.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
7.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
7.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
7.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
7.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
7.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
7.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
7.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
7.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
7.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
7.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
7.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
7.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
7.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
7.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
7.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
7.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
7.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
7.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
7.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
7.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
7.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
7.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
7.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
7.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
7.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
7.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
7.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
7.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
7.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
7.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
7.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
7.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
7.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
7.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
6.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
6.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
6.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
6.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
6.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
6.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
6.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
6.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
6.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
6.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
6.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
6.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
6.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
6.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
6.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
6.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
6.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
6.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
6.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
6.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
6.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
6.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
6.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
6.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
5.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
5.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
5.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
5.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
5.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
5.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
5.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
5.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
5.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
5.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
5.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
5.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
5.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
5.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
5.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
4.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
4.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
4.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
4.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
4.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
4.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
4.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
4.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
4.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
4.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
4.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
3.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
3.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
3.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
3.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
2.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.1
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.
SRD5A3 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
13.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
33.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
31.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
29.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
28.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
28.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
26.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
26.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
25.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
23.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
21.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
21.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
20.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
20.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
19.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
19.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
19.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
19.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
19.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
18.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
17.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
17.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
17.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
17.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
16.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
15.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
15.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
15.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
15.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
15.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
15.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
15.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
15.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
14.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
14.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
14.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
13.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
13.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
13.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
13.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
12.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
12.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
12.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
12.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
11.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
11.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
11.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
11.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
11.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
11.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
11.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
11.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
11.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
10.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
10.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
10.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
10.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
9.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
9.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
9.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
9.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
9.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
9.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
8.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
8.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
8.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
8.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
8.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
8.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
8.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
8.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
8.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
8.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
7.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
7.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
7.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
7.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
6.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
6.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
6.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
6.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
5.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
5.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
5.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
4.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
4.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 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.
SRD5A3 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
11.8
Number of samples
207
Samples
Sample
Description
TPM
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
46.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
40.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
34.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
34.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
26.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
26.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
24.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
24.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
24.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
23.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
23.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
23.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
23.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
22.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
22.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
22.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
21.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
21.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
20.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
19.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
19.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
19.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
19.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
18.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
18.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
18.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
18.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
17.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
17.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
17.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
17.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
16.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
16.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
16.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
16.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
16.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
16.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
16.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
16.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
15.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
15.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
15.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
15.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
15.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
15.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
15.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
15.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
15.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
15.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
15.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
15.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
14.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
14.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
14.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
14.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
14.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
14.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
14.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
14.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
14.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
14.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
14.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
14.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
13.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
13.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
13.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
13.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
13.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
13.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
13.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
13.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
13.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
13.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
13.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
12.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
12.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
12.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
12.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
12.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
12.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
12.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
12.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
12.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
12.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
12.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
12.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
12.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
11.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
11.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
11.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
11.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
11.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
11.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
11.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
11.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
11.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
11.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
11.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
10.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
10.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
10.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
10.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
10.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
10.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
10.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
9.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
9.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
9.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
9.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
9.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
9.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
9.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
9.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
9.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
9.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
9.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
9.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
9.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
9.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
8.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
8.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
8.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
8.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
8.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
8.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
8.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
8.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
8.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
8.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
8.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
8.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
8.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
8.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
8.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
8.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
8.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
7.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
7.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
7.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
7.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
7.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
7.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
7.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
7.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
7.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
7.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
7.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
7.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
7.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
7.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
7.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
6.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
6.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
6.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
6.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
6.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
6.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
6.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
6.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
6.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
6.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
6.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
6.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
5.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
5.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
5.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
5.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
5.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
5.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
5.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
5.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
5.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
5.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
5.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
4.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
4.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
4.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
4.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
4.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
4.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
4.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
3.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
3.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
3.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
3.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
3.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
3.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
3.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
2.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
2.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
2.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
2.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
2.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
2.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
1.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
1.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
1.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
1.9
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
1.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
1.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
1.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
1.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.9
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.8
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.8
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.7
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.7
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.7
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.7
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.7
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.7
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.7
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.7
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.7
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.6
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.6
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.6
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.5
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.5
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.5
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.5
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.5
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.4
43192517-085e-450e-9481-0a6713_D3
Tumor
0.4
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.4
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.4
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.4
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.4
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.4
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.4
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.3
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.3
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.1
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.0
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.0
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.0
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.3
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.3
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.3
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.3
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.3
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.4
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.4
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.4
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.4
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.4
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.4
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.4
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.4
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.4
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.4
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.4
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.5
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.5
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.5
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.5
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.5
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.5
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.5
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.5
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.5
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.5
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.5
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.5
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.6
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.6
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.6
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.6
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.6
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.6
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.6
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.6
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.6
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.6
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.7
b2400046-1d25-429d-a821-6040a6
Tumor
-0.8
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-1.2
1c070992-647b-4173-a481-904c4d_D2
Normal
-1.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-1.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-1.3
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
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
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
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
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
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
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
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
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
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
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
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
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
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
