We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
STIL 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
6.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
20.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
19.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
18.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
18.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
17.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
16.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
14.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
14.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
13.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
12.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
12.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
12.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
12.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
12.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
12.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
11.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
11.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
11.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
10.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
10.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
10.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
10.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
10.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
10.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
10.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
10.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
10.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
9.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
9.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
9.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
9.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
9.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
9.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
9.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
8.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
8.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
8.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
8.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
8.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
8.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
8.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
8.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
8.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
7.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
7.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
7.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
7.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
7.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
7.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
7.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
7.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
7.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
7.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
7.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
7.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
7.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
7.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
7.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
7.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
7.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
7.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
7.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
7.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
7.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
7.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
7.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
7.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
7.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
7.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
6.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
6.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
6.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
6.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
6.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
6.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
6.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
6.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
6.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
6.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
6.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
6.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
6.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
6.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
6.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
6.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
6.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
6.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
6.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
6.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
6.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
6.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
6.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
6.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
6.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
6.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
6.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
6.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
6.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
6.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
6.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
6.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
6.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
5.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
5.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
5.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
5.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
5.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
5.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
5.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
5.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
5.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
5.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
5.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
5.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
5.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
5.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
5.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
5.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
5.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
5.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
5.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
5.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
5.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
5.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
5.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
5.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
5.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
5.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
5.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
5.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
5.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
5.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
5.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
5.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
4.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
4.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
4.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
4.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
4.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
4.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
4.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
4.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
4.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
4.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
4.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
4.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
4.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
4.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
4.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
4.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
4.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
4.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
4.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
4.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
4.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
4.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
4.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
4.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
4.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
4.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
4.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
4.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
4.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
4.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
4.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
4.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
4.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
4.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
4.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
4.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
4.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
4.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
4.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
4.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
4.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
4.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
4.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
3.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
3.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
3.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
3.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
3.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
3.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
3.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
3.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
3.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
3.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
3.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
3.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
3.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
3.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
3.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
3.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
3.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
3.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
3.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
3.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
3.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
3.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
3.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
3.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
3.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
3.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
3.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
3.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
3.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
3.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
2.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
2.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
2.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
2.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
2.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
2.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
2.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
2.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
2.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
2.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
2.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
2.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
2.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
2.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
1.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
1.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 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.
STIL 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
19.6
Number of samples
486
Samples
Sample
Description
TPM
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
63.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
58.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
54.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
54.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
53.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
46.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
46.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
43.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
43.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
42.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
42.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
42.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
42.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
41.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
41.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
40.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
40.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
40.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
40.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
39.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
39.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
39.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
38.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
38.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
37.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
37.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
37.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
36.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
36.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
36.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
35.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
35.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
34.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
34.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
34.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
34.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
34.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
33.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
33.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
33.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
32.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
32.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
32.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
32.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
31.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
31.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
31.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
31.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
31.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
31.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
31.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
31.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
30.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
30.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
30.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
30.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
30.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
30.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
30.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
29.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
29.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
29.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
29.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
29.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
29.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
29.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
28.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
28.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
28.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
28.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
28.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
28.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
27.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
27.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
27.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
27.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
27.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
27.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
27.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
27.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
26.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
26.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
26.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
26.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
26.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
26.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
26.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
26.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
26.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
26.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
25.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
25.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
25.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
25.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
25.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
25.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
25.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
25.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
25.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
24.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
24.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
24.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
24.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
24.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
24.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
24.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
24.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
24.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
24.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
24.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
24.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
23.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
23.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
23.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
23.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
23.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
23.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
23.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
23.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
23.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
23.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
23.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
23.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
23.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
23.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
23.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
23.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
23.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
23.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
23.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
23.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
23.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
23.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
23.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
23.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
23.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
22.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
22.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
22.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
22.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
22.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
22.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
22.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
22.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
22.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
22.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
22.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
22.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
22.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
22.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
21.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
21.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
21.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
21.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
21.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
21.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
21.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
21.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
21.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
21.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
21.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
21.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
21.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
21.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
21.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
21.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
21.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
21.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
21.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
21.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
20.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
20.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
20.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
20.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
20.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
20.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
20.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
20.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
20.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
20.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
20.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
20.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
20.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
20.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
20.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
20.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
20.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
20.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
20.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
20.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
20.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
20.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
20.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
20.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
19.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
19.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
19.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
19.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
19.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
19.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
19.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
19.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
19.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
19.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
19.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
19.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
19.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
19.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
19.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
19.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
19.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
19.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
19.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
19.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
19.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
18.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
18.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
18.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
18.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
18.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
18.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
18.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
18.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
18.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
18.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
18.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
18.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
18.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
18.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
18.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
18.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
18.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
17.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
17.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
17.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
17.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
17.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
17.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
17.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
17.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
17.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
17.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
17.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
17.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
17.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
17.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
17.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
17.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
17.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
17.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
17.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
17.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
17.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
17.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
17.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
17.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
17.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
17.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
17.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
17.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
17.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
17.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
17.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
17.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
17.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
16.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
16.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
16.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
16.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
16.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
16.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
16.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
16.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
16.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
16.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
16.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
16.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
16.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
16.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
16.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
16.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
16.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
16.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
16.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
16.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
16.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
16.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
16.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
16.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
16.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
16.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
16.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
16.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
16.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
16.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
16.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
16.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
16.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
15.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
15.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
15.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
15.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
15.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
15.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
15.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
15.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
15.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
15.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
15.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
15.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
15.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
15.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
15.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
15.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
15.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
15.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
15.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
15.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
15.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
15.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
14.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
14.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
14.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
14.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
14.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
14.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
14.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
14.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
14.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
14.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
14.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
14.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
14.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
14.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
14.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
14.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
14.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
14.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
14.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
14.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
14.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
14.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
14.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
14.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
14.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
14.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
14.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
14.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
14.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
14.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
14.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
13.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
13.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
13.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
13.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
13.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
13.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
13.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
13.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
13.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
13.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
13.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
13.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
13.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
13.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
13.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
13.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
13.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
13.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
13.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
13.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
13.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
13.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
13.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
13.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
12.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
12.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
12.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
12.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
12.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
12.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
12.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
12.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
12.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
12.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
12.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
12.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
12.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
12.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
12.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
12.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
12.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
12.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
12.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
12.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
12.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
12.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
12.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
12.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
11.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
11.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
11.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
11.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
11.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
11.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
11.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
11.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
11.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
11.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
11.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
11.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
11.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
11.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
11.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
11.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
11.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
11.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
10.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
10.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
10.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
10.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
10.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
10.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
10.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
10.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
10.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
10.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
10.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
10.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
10.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
10.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
10.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
10.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
10.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
10.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
10.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
10.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
10.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
10.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
10.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
10.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
10.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
9.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
9.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
9.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
9.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
9.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
9.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
9.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
9.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
9.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
8.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
8.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
8.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
8.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
7.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
7.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
7.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
7.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
7.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
7.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
6.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
6.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
6.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
6.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
6.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
6.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
5.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
5.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
5.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
5.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
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.
STIL 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
5.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
22.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
14.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
13.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
12.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
11.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
10.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
10.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
10.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
9.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
9.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
9.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
9.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
9.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
9.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
8.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
8.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
8.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
8.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
8.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
7.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
7.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
7.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
7.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
7.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
7.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
7.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
7.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
7.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
6.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
6.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
6.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
6.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
6.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
6.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
6.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
5.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
5.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
5.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
5.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
5.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
5.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
5.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
5.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
5.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
4.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
4.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
4.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
4.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
4.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
4.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
4.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
4.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
4.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
4.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
4.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
3.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
3.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
3.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
3.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
3.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
3.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
3.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
3.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
3.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
3.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
3.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
2.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
2.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
2.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
2.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
2.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
2.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
2.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
2.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
2.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
1.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
STIL 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
16.5
Number of samples
207
Samples
Sample
Description
TPM
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
45.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
41.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
36.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
36.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
34.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
32.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
32.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
31.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
31.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
30.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
29.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
29.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
28.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
28.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
27.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
27.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
27.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
27.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
27.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
27.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
26.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
26.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
25.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
24.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
24.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
24.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
24.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
24.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
24.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
23.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
23.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
23.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
23.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
22.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
22.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
22.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
22.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
22.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
22.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
22.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
22.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
21.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
21.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
21.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
21.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
21.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
21.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
21.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
21.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
21.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
21.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
21.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
21.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
20.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
20.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
20.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
20.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
20.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
20.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
20.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
19.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
19.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
19.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
19.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
19.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
19.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
19.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
18.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
18.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
18.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
18.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
18.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
17.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
17.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
17.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
17.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
17.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
17.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
17.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
17.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
17.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
17.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
17.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
17.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
17.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
17.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
17.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
17.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
17.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
17.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
16.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
16.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
16.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
16.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
16.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
16.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
16.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
16.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
16.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
16.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
15.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
15.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
15.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
15.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
15.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
15.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
15.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
15.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
15.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
15.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
15.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
15.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
14.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
14.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
14.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
14.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
14.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
14.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
14.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
14.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
14.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
14.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
14.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
14.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
14.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
14.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
13.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
13.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
13.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
13.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
13.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
13.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
13.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
13.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
13.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
13.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
13.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
13.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
13.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
12.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
12.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
12.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
12.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
12.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
12.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
12.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
12.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
11.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
11.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
11.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
11.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
11.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
11.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
11.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
11.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
10.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
10.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
10.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
10.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
10.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
10.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
10.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
10.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
9.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
9.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
9.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
9.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
9.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
9.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
8.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
8.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
8.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
8.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
7.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
7.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
7.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
7.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
7.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
7.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
7.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
7.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
7.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
6.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
6.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
6.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
5.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
5.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
5.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
5.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
5.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
5.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
3.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
2.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
2.2
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
