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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RSF1 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
9.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
57.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
38.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
35.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
32.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
28.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
24.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
24.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
22.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
20.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
18.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
18.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
18.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
18.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
17.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
17.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
16.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
16.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
16.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
15.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
15.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
15.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
15.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
15.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
15.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
15.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
14.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
14.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
14.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
14.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
14.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
14.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
13.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
13.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
13.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
13.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
13.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
13.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
13.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
13.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
13.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
13.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
12.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
12.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
12.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
12.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
11.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
11.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
11.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
11.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
11.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
11.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
11.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
11.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
11.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
11.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
11.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
11.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
11.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
11.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
11.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
11.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
11.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
10.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
10.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
10.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
10.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
10.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
10.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
10.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
10.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
10.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
10.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
10.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
10.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
10.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
10.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
10.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
10.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
10.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
9.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
9.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
9.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
9.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
9.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
9.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
9.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
9.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
9.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
9.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
9.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
9.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
9.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
9.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
9.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
9.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
9.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
9.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
9.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
9.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
9.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
9.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
8.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
8.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
8.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
8.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
8.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
8.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
8.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
8.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
8.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
8.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
8.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
8.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
8.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
8.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
8.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
8.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
8.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
8.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
8.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
8.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
8.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
8.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
7.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
7.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
7.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
7.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
7.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
7.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
7.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
7.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
7.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
7.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
7.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
7.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
7.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
7.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
7.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
7.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
7.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
7.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
7.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
7.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
7.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
7.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
7.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
6.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
6.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
6.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
6.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
6.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
6.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
6.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
6.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
6.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
6.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
6.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
6.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
6.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
6.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
6.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
6.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
6.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
6.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
6.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
6.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
6.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
6.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
6.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
6.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
6.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
6.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
6.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
6.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
6.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
6.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
5.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
5.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
5.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
5.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
5.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
5.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
5.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
5.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
5.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
5.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
5.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
5.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
5.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
5.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
5.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
5.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
5.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
4.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
4.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
4.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
4.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
4.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
4.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
4.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
4.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
4.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
4.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
4.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
4.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
4.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
4.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
4.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
4.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
4.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
3.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
3.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
3.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
3.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
2.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
2.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
2.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 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.
RSF1 is potential prognostic, high expression is unfavorable 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
33.4
Number of samples
486
Samples
Sample
Description
TPM
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
65.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
62.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
60.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
60.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
56.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
56.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
52.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
51.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
50.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
49.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
49.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
48.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
47.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
47.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
47.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
47.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
47.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
47.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
47.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
46.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
46.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
46.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
46.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
46.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
46.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
46.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
46.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
46.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
45.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
45.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
45.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
44.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
44.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
44.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
44.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
44.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
44.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
44.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
44.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
44.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
44.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
44.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
44.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
43.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
43.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
43.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
43.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
43.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
43.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
43.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
43.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
43.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
43.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
43.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
42.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
42.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
42.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
42.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
42.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
42.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
42.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
42.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
42.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
42.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
42.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
41.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
41.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
41.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
41.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
41.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
41.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
41.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
41.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
41.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
41.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
41.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
41.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
40.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
40.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
40.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
40.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
40.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
40.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
40.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
40.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
40.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
40.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
40.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
40.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
40.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
40.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
39.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
39.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
39.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
39.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
39.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
39.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
39.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
39.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
39.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
39.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
39.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
39.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
39.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
39.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
39.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
39.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
39.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
39.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
38.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
38.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
38.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
38.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
38.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
38.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
38.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
38.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
38.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
38.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
38.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
38.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
38.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
38.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
38.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
38.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
38.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
38.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
38.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
38.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
37.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
37.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
37.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
37.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
37.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
37.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
37.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
37.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
37.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
37.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
37.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
37.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
37.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
37.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
37.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
37.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
37.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
37.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
37.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
37.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
37.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
37.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
37.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
36.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
36.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
36.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
36.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
36.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
36.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
36.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
36.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
36.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
36.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
36.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
36.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
36.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
36.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
36.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
36.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
36.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
36.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
36.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
36.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
36.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
36.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
36.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
36.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
35.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
35.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
35.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
35.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
35.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
35.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
35.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
35.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
35.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
35.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
35.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
35.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
35.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
35.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
35.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
35.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
35.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
35.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
35.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
34.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
34.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
34.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
34.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
34.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
34.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
34.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
34.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
34.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
34.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
34.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
34.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
34.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
34.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
34.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
34.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
34.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
34.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
34.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
34.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
34.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
33.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
33.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
33.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
33.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
33.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
33.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
33.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
33.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
33.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
33.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
33.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
33.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
33.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
33.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
33.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
33.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
33.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
33.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
33.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
33.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
33.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
33.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
33.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
33.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
33.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
33.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
32.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
32.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
32.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
32.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
32.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
32.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
32.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
32.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
32.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
32.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
32.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
32.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
32.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
32.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
32.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
32.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
32.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
31.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
31.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
31.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
31.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
31.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
31.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
31.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
31.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
31.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
31.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
31.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
31.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
31.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
31.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
31.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
31.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
31.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
31.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
31.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
31.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
31.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
31.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
31.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
31.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
31.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
31.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
31.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
31.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
30.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
30.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
30.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
30.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
30.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
30.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
30.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
30.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
30.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
30.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
30.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
30.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
30.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
30.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
30.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
30.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
30.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
30.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
30.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
30.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
30.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
30.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
30.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
30.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
30.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
30.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
30.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
30.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
29.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
29.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
29.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
29.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
29.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
29.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
29.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
29.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
29.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
29.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
29.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
29.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
29.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
29.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
29.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
29.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
29.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
29.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
29.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
29.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
29.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
29.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
29.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
29.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
29.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
29.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
29.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
29.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
29.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
29.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
29.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
29.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
29.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
28.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
28.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
28.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
28.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
28.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
28.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
28.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
28.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
28.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
28.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
28.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
28.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
28.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
28.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
28.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
28.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
28.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
28.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
28.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
28.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
28.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
28.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
28.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
28.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
28.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
28.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
27.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
27.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
27.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
27.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
27.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
27.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
27.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
27.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
27.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
27.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
27.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
27.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
27.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
27.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
27.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
27.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
27.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
27.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
27.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
27.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
26.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
26.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
26.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
26.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
26.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
26.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
26.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
26.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
26.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
26.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
26.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
26.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
26.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
26.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
26.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
26.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
25.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
25.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
25.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
25.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
25.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
25.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
25.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
25.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
25.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
25.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
25.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
25.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
25.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
25.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
25.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
24.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
24.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
24.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
24.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
24.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
24.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
24.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
24.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
24.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
24.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
24.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
24.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
24.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
24.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
24.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
24.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
24.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
24.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
24.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
23.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
23.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
23.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
23.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
23.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
23.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
23.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
23.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
23.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
23.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
23.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
23.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
22.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
22.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
22.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
22.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
22.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
22.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
22.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
22.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
22.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
21.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
21.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
21.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
21.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
21.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
21.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
21.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
21.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
21.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
20.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
20.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
20.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
19.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
19.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
18.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
18.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
17.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
2.7
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.
RSF1 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
8.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
22.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
20.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
17.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
17.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
17.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
17.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
16.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
15.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
14.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
14.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
14.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
14.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
13.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
13.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
12.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
12.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
12.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
12.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
12.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
12.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
12.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
11.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
11.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
11.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
11.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
10.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
10.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
10.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
10.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
10.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
10.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
10.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
10.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
10.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
9.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
9.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
9.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
9.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
9.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
9.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
9.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
9.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
8.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
8.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
8.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
8.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
8.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
8.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
8.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
8.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
8.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
7.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
7.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
7.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
6.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
6.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
6.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
6.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
6.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
6.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
6.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
6.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
6.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
6.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
5.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
5.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
5.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
5.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
5.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
5.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
5.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
4.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
4.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
4.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
4.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
4.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
3.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
3.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.9
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.
RSF1 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
30.9
Number of samples
207
Samples
Sample
Description
TPM
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
55.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
52.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
48.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
47.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
46.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
46.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
45.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
44.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
43.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
43.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
43.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
43.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
43.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
42.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
42.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
42.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
42.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
42.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
42.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
41.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
41.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
41.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
40.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
40.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
39.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
38.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
38.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
38.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
38.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
38.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
38.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
37.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
37.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
37.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
37.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
37.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
36.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
36.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
36.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
36.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
36.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
36.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
35.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
35.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
35.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
35.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
35.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
35.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
35.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
35.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
35.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
34.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
34.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
34.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
34.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
34.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
34.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
34.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
34.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
34.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
34.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
34.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
34.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
34.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
33.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
33.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
33.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
33.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
33.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
33.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
33.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
33.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
33.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
33.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
32.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
32.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
32.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
32.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
32.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
32.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
32.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
32.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
31.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
31.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
31.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
31.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
31.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
31.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
31.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
31.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
31.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
31.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
31.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
31.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
30.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
30.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
30.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
30.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
30.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
30.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
30.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
30.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
30.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
30.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
30.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
30.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
29.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
29.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
29.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
29.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
29.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
29.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
29.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
29.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
29.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
29.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
29.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
29.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
29.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
29.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
28.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
28.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
28.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
28.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
28.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
28.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
28.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
28.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
28.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
28.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
28.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
28.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
28.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
28.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
28.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
28.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
27.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
27.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
27.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
27.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
27.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
27.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
27.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
27.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
27.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
26.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
26.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
26.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
26.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
26.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
26.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
26.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
26.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
26.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
26.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
26.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
25.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
25.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
25.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
25.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
25.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
25.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
25.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
25.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
25.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
25.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
25.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
24.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
24.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
24.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
24.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
24.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
24.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
24.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
24.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
24.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
24.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
24.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
24.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
23.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
23.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
23.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
23.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
23.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
23.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
23.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
22.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
22.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
22.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
22.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
22.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
22.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
21.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
21.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
21.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
21.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
21.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
21.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
20.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
19.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
19.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
19.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
19.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
19.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
18.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
16.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.7
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.6
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.6
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.6
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.5
b2400046-1d25-429d-a821-6040a6
Tumor
0.5
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.4
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.4
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.4
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.4
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.4
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.3
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.3
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.3
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.3
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
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Normal
0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.0
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.0
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.0
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.0
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.0
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.0
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.0
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.0
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.0
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.0
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.0
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.0
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.0
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Normal
0.0
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.0
1c070992-647b-4173-a481-904c4d_D2
Normal
0.0
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.0
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.0
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.2
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.3
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.3
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.3
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.3
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.4
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.4
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.4
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.4
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.4
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.4
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.5
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.5
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.5
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.5
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.5
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.5
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
