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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.
FOXA1 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
8.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
39.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
33.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
27.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
26.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
25.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
25.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
24.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
24.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
23.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
23.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
22.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
21.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
21.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
20.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
20.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
20.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
20.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
20.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
19.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
19.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
19.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
19.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
18.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
18.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
18.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
18.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
18.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
17.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
17.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
17.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
17.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
17.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
17.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
17.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
16.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
16.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
16.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
16.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
16.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
16.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
16.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
16.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
15.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
15.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
15.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
15.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
14.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
14.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
14.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
14.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
14.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
14.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
14.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
14.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
14.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
14.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
14.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
14.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
14.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
13.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
13.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
13.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
13.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
13.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
13.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
13.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
13.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
13.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
13.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
13.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
12.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
12.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
12.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
12.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
12.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
12.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
12.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
11.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
11.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
11.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
11.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
11.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
10.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
10.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
10.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
10.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
10.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
10.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
10.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
10.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
10.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
10.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
10.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
10.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
10.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
10.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
10.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
9.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
9.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
9.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
9.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
9.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
9.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
9.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
9.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
9.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
9.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
9.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
8.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
8.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
8.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
8.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
8.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
8.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
8.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
8.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
8.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
8.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
8.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
8.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
8.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
8.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
8.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
8.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
8.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
8.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
8.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
7.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
7.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
7.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
7.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
7.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
7.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
7.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
7.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
6.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
6.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
6.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
6.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
6.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
6.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
6.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
6.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
6.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
6.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
6.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
6.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
6.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
6.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
6.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
6.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
6.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
6.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
5.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
5.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
5.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
5.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
5.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
5.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
5.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
5.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
5.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
5.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
5.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
5.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
5.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
5.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
4.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
4.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
4.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
4.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
4.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
4.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
3.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
3.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
3.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
3.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
3.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
3.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
3.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
3.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
3.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
3.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
3.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
2.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
2.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
2.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
2.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
2.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
2.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
2.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
2.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
1.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
1.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
1.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
1.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
1.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
1.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
1.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
1.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
1.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
1.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
1.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
1.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
1.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
1.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
1.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
1.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
1.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
1.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
1.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
0.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
0.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
0.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
0.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
0.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
0.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
0.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
0.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
0.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
0.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
0.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
0.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
0.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
0.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
0.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
0.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
0.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
0.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
0.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
0.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
0.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
0.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
0.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
0.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
0.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
0.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 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.
FOXA1 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
14.0
Number of samples
486
Samples
Sample
Description
TPM
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
91.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
68.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
63.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
58.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
51.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
47.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
39.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
39.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
38.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
38.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
38.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
35.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
35.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
34.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
33.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
33.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
33.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
33.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
32.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
32.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
31.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
31.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
31.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
31.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
30.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
30.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
30.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
29.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
29.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
29.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
28.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
28.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
28.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
28.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
27.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
27.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
26.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
26.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
26.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
25.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
25.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
25.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
25.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
25.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
25.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
25.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
25.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
25.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
25.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
25.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
24.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
24.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
24.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
24.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
24.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
24.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
24.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
24.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
24.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
24.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
24.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
23.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
23.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
23.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
22.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
22.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
22.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
22.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
22.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
22.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
22.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
22.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
22.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
22.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
22.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
22.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
22.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
21.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
21.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
21.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
21.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
21.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
21.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
21.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
21.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
21.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
21.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
21.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
21.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
21.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
21.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
21.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
21.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
21.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
20.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
20.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
20.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
20.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
20.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
20.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
20.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
20.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
20.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
20.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
20.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
20.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
20.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
20.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
20.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
20.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
20.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
20.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
20.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
20.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
19.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
19.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
19.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
19.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
19.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
19.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
19.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
19.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
19.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
19.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
19.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
19.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
19.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
19.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
18.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
18.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
18.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
18.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
18.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
18.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
18.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
18.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
18.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
18.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
18.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
18.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
18.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
18.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
17.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
17.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
17.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
17.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
17.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
17.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
17.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
17.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
17.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
17.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
17.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
17.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
17.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
17.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
17.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
17.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
17.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
16.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
16.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
16.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
16.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
16.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
16.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
16.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
16.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
16.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
16.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
16.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
16.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
16.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
16.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
16.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
16.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
16.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
15.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
15.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
15.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
15.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
15.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
15.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
15.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
15.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
15.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
15.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
15.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
15.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
15.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
15.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
15.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
15.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
15.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
15.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
15.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
14.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
14.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
14.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
14.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
14.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
14.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
14.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
14.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
14.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
14.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
14.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
14.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
14.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
14.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
14.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
14.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
14.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
14.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
14.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
14.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
14.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
14.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
14.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
13.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
13.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
13.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
13.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
13.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
13.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
13.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
13.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
13.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
13.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
13.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
13.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
13.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
13.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
13.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
13.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
13.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
13.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
13.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
13.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
12.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
12.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
12.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
12.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
12.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
12.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
12.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
12.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
12.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
12.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
12.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
12.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
12.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
12.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
12.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
12.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
11.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
11.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
11.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
11.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
11.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
11.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
11.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
11.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
11.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
11.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
11.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
11.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
11.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
11.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
11.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
11.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
11.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
11.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
11.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
11.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
11.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
11.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
10.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
10.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
10.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
10.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
10.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
10.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
10.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
10.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
10.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
10.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
10.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
10.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
10.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
10.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
10.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
9.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
9.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
9.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
9.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
9.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
9.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
9.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
9.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
9.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
9.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
9.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
9.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
9.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
9.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
9.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
9.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
9.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
9.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
8.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
8.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
8.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
8.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
8.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
8.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
8.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
8.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
8.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
8.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
8.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
8.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
8.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
8.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
8.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
8.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
8.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
8.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
8.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
8.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
8.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
8.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
8.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
8.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
8.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
8.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
7.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
7.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
7.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
7.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
7.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
7.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
7.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
7.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
7.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
7.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
7.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
7.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
7.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
7.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
7.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
7.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
7.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
6.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
6.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
6.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
6.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
6.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
6.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
6.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
6.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
6.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
6.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
6.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
6.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
6.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
6.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
6.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
6.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
5.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
5.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
5.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
5.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
5.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
5.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
5.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
5.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
5.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
5.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
5.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
5.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
5.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
5.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
5.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
5.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
5.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
5.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
4.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
4.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
4.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
4.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
4.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
4.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
4.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
4.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
4.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
4.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
4.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
4.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
4.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
4.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
4.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
4.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
3.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
3.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
3.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
3.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
3.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
3.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
3.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
3.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
3.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
3.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
3.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
3.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
3.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
3.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
3.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
3.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
3.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
3.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
3.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
3.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
3.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
3.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
3.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
2.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
2.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
2.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
2.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
2.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
2.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
2.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
2.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
2.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
2.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
2.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
2.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
2.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
2.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
2.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
2.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
1.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
1.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
1.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
1.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
1.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
1.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
1.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
1.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
1.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
1.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
1.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
1.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
1.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
1.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
1.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
1.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
1.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
0.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
0.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
0.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
0.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
0.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
0.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
0.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
0.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
0.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
0.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
0.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
0.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
0.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
0.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
0.1
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
FOXA1 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
5.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
24.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
24.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
18.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
17.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
16.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
15.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
14.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
13.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
13.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
12.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
11.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
10.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
9.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
9.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
9.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
9.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
9.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
9.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
8.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
8.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
7.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
7.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
7.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
7.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
6.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
5.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
5.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
5.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
5.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
5.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
5.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
5.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
4.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
4.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
4.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
4.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
4.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
3.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
3.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
3.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
3.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
3.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
3.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
3.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
3.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
2.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
2.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
2.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
2.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
2.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
2.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
2.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
2.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
2.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
2.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
2.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
2.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
1.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
1.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
1.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
1.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
1.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
1.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
1.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
1.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
1.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
1.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
1.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
1.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
1.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
0.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
0.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
0.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
0.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
0.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
0.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
0.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
0.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
0.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
0.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
0.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 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.
FOXA1 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
9.0
Number of samples
207
Samples
Sample
Description
TPM
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
36.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
35.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
31.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
31.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
30.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
30.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
28.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
26.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
25.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
24.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
23.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
23.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
23.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
23.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
22.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
22.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
22.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
20.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
20.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
20.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
20.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
18.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
17.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
17.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
17.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
17.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
17.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
17.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
17.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
16.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
16.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
16.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
15.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
15.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
15.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
15.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
14.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
14.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
14.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
14.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
14.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
13.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
13.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
13.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
13.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
12.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
12.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
12.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
12.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
12.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
12.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
12.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
11.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
11.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
11.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
11.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
11.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
11.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
11.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
11.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
11.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
10.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
10.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
10.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
10.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
10.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
10.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
9.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
9.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
9.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
9.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
9.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
9.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
9.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
9.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
8.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
8.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
8.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
8.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
8.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
8.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
8.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
8.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
8.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
8.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
8.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
8.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
8.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
8.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
8.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
7.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
7.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
7.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
7.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
7.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
7.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
7.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
7.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
7.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
7.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
7.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
7.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
7.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
7.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
7.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
7.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
6.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
6.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
6.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
6.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
6.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
6.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
6.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
6.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
6.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
6.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
5.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
5.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
5.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
5.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
5.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
5.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
5.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
5.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
5.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
5.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
5.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
4.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
4.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
4.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
4.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
4.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
4.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
4.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
4.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
4.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
4.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
4.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
4.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
4.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
4.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
4.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
4.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
4.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
4.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
4.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
4.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
3.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
3.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
3.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
3.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
3.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
3.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
3.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
3.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
3.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
3.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
3.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
3.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
3.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
3.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
3.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
3.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
3.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
3.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
2.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
2.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
2.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
2.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
2.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
2.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
2.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
2.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
2.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
2.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
2.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
2.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
2.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
2.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
1.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
1.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
1.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
1.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
1.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
1.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
1.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
1.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
1.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
1.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
0.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
0.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
0.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
0.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
0.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
0.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
0.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
0.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
0.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
0.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
0.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
0.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
0.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
