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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.
RNF170 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
11.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
36.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
31.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
30.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
26.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
25.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
24.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
24.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
24.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
24.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
23.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
23.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
23.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
22.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
21.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
21.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
21.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
20.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
20.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
19.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
19.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
19.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
18.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
18.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
18.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
17.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
17.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
17.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
17.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
17.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
17.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
17.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
16.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
16.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
16.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
16.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
16.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
16.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
16.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
16.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
15.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
15.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
15.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
15.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
15.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
15.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
15.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
15.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
15.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
14.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
14.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
14.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
14.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
14.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
14.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
14.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
14.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
14.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
14.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
14.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
14.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
13.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
13.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
13.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
13.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
13.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
13.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
13.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
13.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
13.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
13.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
13.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
13.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
13.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
13.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
13.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
13.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
12.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
12.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
12.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
12.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
12.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
12.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
12.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
12.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
12.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
12.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
12.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
12.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
12.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
11.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
11.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
11.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
11.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
11.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
11.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
11.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
11.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
11.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
10.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
10.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
10.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
10.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
10.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
10.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
10.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
10.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
10.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
10.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
10.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
10.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
10.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
10.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
10.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
10.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
10.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
10.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
10.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
10.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
10.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
10.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
10.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
10.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
10.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
9.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
9.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
9.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
9.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
9.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
9.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
9.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
9.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
9.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
9.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
9.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
9.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
9.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
9.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
9.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
9.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
9.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
9.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
9.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
9.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
9.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
9.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
9.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
9.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
9.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
9.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
9.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
9.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
9.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
9.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
8.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
8.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
8.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
8.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
8.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
8.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
8.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
8.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
8.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
8.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
8.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
8.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
8.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
8.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
8.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
8.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
8.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
8.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
8.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
8.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
8.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
8.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
7.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
7.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
7.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
7.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
7.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
7.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
7.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
7.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
7.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
7.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
7.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
7.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
7.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
7.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
7.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
7.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
7.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
7.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
7.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
7.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
7.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
7.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
6.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
6.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
6.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
6.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
6.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
6.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
6.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
6.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
6.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
6.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
6.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
6.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
6.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
6.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
6.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
6.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
6.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
6.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
6.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
6.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
6.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
5.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
5.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
5.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
5.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
5.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
5.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
5.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
5.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
5.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
4.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
4.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
4.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
4.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
4.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
4.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
3.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
3.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 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.
RNF170 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
13.6
Number of samples
486
Samples
Sample
Description
TPM
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
53.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
42.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
42.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
38.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
33.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
32.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
31.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
29.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
28.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
28.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
27.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
26.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
26.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
26.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
26.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
25.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
25.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
24.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
24.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
24.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
23.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
23.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
23.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
23.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
23.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
23.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
22.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
22.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
21.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
21.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
21.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
21.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
21.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
21.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
20.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
20.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
20.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
20.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
20.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
20.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
20.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
20.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
20.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
19.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
19.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
19.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
19.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
19.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
19.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
19.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
19.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
19.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
19.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
19.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
18.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
18.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
18.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
18.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
18.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
18.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
18.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
18.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
18.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
18.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
18.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
18.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
18.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
18.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
18.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
18.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
18.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
18.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
17.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
17.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
17.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
17.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
17.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
17.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
17.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
17.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
17.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
17.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
17.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
17.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
17.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
17.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
17.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
17.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
17.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
17.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
16.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
16.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
16.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
16.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
16.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
16.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
16.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
16.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
16.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
16.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
16.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
16.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
16.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
16.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
16.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
16.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
16.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
16.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
15.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
15.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
15.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
15.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
15.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
15.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
15.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
15.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
15.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
15.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
15.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
15.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
15.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
15.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
15.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
15.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
15.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
15.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
15.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
15.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
15.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
15.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
15.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
15.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
15.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
15.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
15.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
15.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
15.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
15.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
15.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
15.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
14.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
14.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
14.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
14.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
14.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
14.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
14.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
14.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
14.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
14.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
14.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
14.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
14.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
14.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
14.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
14.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
14.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
14.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
14.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
14.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
14.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
14.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
14.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
14.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
14.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
14.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
14.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
14.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
14.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
14.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
14.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
14.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
13.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
13.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
13.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
13.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
13.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
13.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
13.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
13.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
13.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
13.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
13.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
13.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
13.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
13.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
13.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
13.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
13.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
13.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
13.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
13.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
13.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
13.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
13.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
13.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
13.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
13.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
13.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
13.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
13.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
13.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
13.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
13.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
13.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
13.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
13.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
13.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
13.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
13.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
13.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
13.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
13.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
13.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
13.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
13.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
13.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
13.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
13.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
13.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
13.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
13.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
13.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
13.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
13.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
13.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
13.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
12.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
12.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
12.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
12.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
12.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
12.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
12.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
12.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
12.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
12.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
12.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
12.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
12.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
12.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
12.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
12.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
12.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
12.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
12.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
12.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
12.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
12.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
12.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
12.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
12.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
12.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
12.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
12.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
12.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
12.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
12.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
12.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
12.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
12.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
12.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
12.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
12.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
12.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
12.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
12.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
12.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
12.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
12.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
12.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
12.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
12.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
12.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
12.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
12.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
12.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
12.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
12.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
12.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
11.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
11.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
11.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
11.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
11.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
11.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
11.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
11.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
11.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
11.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
11.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
11.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
11.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
11.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
11.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
11.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
11.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
11.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
11.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
11.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
11.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
11.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
11.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
11.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
11.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
11.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
11.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
11.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
11.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
11.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
11.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
11.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
11.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
11.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
11.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
11.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
11.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
11.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
11.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
11.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
11.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
11.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
11.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
11.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
11.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
11.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
11.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
11.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
11.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
11.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
11.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
11.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
11.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
10.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
10.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
10.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
10.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
10.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
10.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
10.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
10.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
10.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
10.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
10.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
10.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
10.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
10.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
10.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
10.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
10.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
10.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
10.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
10.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
10.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
10.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
10.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
10.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
10.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
10.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
10.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
10.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
10.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
10.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
10.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
10.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
9.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
9.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
9.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
9.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
9.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
9.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
9.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
9.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
9.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
9.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
9.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
9.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
9.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
9.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
9.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
9.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
9.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
9.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
9.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
9.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
9.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
9.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
9.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
9.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
9.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
9.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
9.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
9.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
9.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
9.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
9.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
9.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
9.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
9.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
9.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
9.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
9.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
9.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
9.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
9.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
9.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
9.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
8.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
8.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
8.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
8.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
8.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
8.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
8.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
8.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
8.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
8.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
8.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
8.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
8.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
8.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
8.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
8.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
8.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
8.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
8.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
8.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
8.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
8.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
8.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
8.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
8.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
8.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
8.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
8.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
8.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
8.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
8.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
8.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
8.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
8.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
7.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
7.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
7.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
7.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
7.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
7.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
7.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
7.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
7.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
7.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
7.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
7.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
6.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
6.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
6.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
6.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
6.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
6.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
6.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
6.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
6.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
6.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
6.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
5.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
5.3
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RNF170 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
12.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
32.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
27.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
24.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
23.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
22.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
21.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
20.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
19.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
19.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
18.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
18.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
17.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
17.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
16.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
16.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
16.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
16.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
15.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
15.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
15.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
15.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
15.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
14.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
14.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
14.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
13.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
13.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
13.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
13.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
13.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
12.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
12.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
12.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
12.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
12.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
12.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
12.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
11.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
11.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
11.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
11.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
11.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
11.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
11.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
11.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
11.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
11.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
11.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
11.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
10.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
10.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
10.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
10.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
10.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
10.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
10.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
10.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
10.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
10.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
9.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
9.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
9.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
9.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
9.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
9.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
9.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
9.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
9.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
8.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
8.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
8.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
8.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
8.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
8.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
7.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
7.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
7.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
7.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
7.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
6.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
6.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
4.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
2.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 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.
RNF170 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
13.4
Number of samples
207
Samples
Sample
Description
TPM
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
51.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
39.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
35.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
29.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
29.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
25.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
24.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
24.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
24.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
23.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
21.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
21.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
20.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
20.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
19.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
19.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
19.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
19.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
19.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
19.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
18.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
18.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
18.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
18.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
18.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
18.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
18.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
17.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
17.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
17.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
17.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
17.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
17.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
16.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
16.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
16.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
16.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
16.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
16.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
16.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
16.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
16.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
16.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
16.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
15.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
15.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
15.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
15.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
15.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
15.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
15.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
15.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
15.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
15.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
15.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
15.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
15.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
14.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
14.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
14.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
14.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
14.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
14.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
14.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
14.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
14.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
14.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
14.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
14.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
14.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
14.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
13.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
13.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
13.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
13.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
13.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
13.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
13.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
13.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
13.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
13.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
13.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
13.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
13.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
13.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
13.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
13.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
13.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
13.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
12.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
12.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
12.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
12.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
12.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
12.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
12.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
12.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
12.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
12.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
12.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
12.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
12.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
12.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
12.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
12.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
12.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
12.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
12.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
11.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
11.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
11.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
11.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
11.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
11.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
11.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
11.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
11.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
11.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
11.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
11.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
11.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
11.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
11.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
11.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
11.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
11.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
11.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
10.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
10.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
10.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
10.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
10.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
10.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
10.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
10.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
10.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
10.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
10.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
10.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
10.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
10.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
10.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
10.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
10.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
10.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
10.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
10.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
10.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
10.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
10.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
9.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
9.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
9.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
9.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
9.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
9.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
9.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
9.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
9.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
9.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
9.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
9.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
9.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
9.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
9.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
8.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
8.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
8.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
8.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
8.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
8.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
8.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
8.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
8.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
8.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
8.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
8.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
8.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
8.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
7.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
7.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
7.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
7.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
7.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
7.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
7.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
7.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
6.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
6.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
6.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
6.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
5.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
4.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
1.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.9
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.8
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.7
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.7
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.7
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.6
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.6
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.5
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.5
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.5
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.5
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.4
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.4
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.4
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.4
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.4
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.4
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.4
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.4
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.4
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.4
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.4
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.3
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.3
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.3
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.3
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.3
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.3
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.1
b2400046-1d25-429d-a821-6040a6
Tumor
0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.0
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.0
82157a70-12f1-4913-b548-d98881_D2
Normal
0.0
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.0
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.0
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.0
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.0
8cc7e656-0152-4359-8566-0581c3
Tumor
0.0
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
963fc8db-f412-4427-a198-23f660_D2
Normal
0.0
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.0
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.2
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.3
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.3
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.3
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.3
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.3
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.4
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.4
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.4
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.4
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.4
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.4
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.4
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.4
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.5
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.5
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.5
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.6
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.6
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.6
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.7
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.7
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.9
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-1.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
