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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.
ZNF655 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
8.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
53.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
28.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
25.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
25.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
24.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
22.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
20.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
20.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
20.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
19.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
19.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
19.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
19.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
18.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
17.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
17.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
17.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
17.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
16.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
16.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
16.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
16.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
16.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
16.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
16.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
15.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
15.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
15.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
15.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
15.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
15.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
15.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
14.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
14.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
14.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
14.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
14.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
14.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
13.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
13.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
13.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
13.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
13.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
13.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
13.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
13.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
13.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
13.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
12.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
12.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
12.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
12.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
12.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
12.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
12.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
12.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
12.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
12.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
12.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
12.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
12.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
12.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
12.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
12.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
12.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
12.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
12.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
11.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
11.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
11.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
11.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
11.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
11.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
11.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
11.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
11.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
11.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
11.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
11.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
10.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
10.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
10.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
10.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
10.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
10.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
10.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
10.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
10.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
10.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
10.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
10.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
10.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
9.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
9.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
9.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
9.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
9.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
9.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
9.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
9.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
9.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
9.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
9.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
9.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
9.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
9.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
9.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
9.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
9.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
9.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
8.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
8.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
8.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
8.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
8.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
8.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
8.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
8.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
8.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
8.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
8.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
8.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
8.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
8.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
8.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
8.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
8.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
7.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
7.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
7.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
7.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
7.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
7.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
7.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
7.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
7.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
6.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
6.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
6.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
6.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
6.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
6.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
6.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
6.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
6.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
6.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
6.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
6.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
6.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
6.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
6.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
6.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
5.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
5.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
5.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
5.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
5.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
5.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
5.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
5.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
5.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
5.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
5.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
5.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
5.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
5.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
5.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
4.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
4.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
4.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
4.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
4.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
4.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
4.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
4.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
4.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
4.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
4.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
4.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
3.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
3.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
3.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
3.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
3.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
3.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
3.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
2.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
2.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
2.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
2.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
2.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
2.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
2.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
2.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
2.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
2.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
2.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
2.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
2.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
2.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
2.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
1.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
1.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
1.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
1.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
1.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
1.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
1.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
1.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
1.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
1.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
1.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
1.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
1.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
1.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
0.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
0.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
0.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
0.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
0.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
0.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
0.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
0.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
0.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
0.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
0.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
0.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
0.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
0.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
0.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
0.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
0.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
0.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 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.
ZNF655 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
10.9
Number of samples
486
Samples
Sample
Description
TPM
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
32.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
32.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
30.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
28.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
27.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
25.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
23.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
23.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
22.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
22.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
22.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
21.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
21.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
20.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
20.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
20.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
20.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
19.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
19.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
19.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
19.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
19.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
19.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
19.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
19.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
19.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
18.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
18.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
18.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
18.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
18.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
18.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
18.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
18.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
18.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
18.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
18.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
18.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
18.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
17.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
17.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
17.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
17.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
17.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
17.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
17.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
17.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
17.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
17.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
17.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
17.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
17.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
17.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
17.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
16.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
16.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
16.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
16.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
16.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
16.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
16.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
16.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
16.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
16.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
16.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
16.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
16.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
16.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
16.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
16.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
16.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
16.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
15.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
15.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
15.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
15.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
15.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
15.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
15.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
15.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
15.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
15.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
15.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
15.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
15.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
15.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
15.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
15.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
15.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
15.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
15.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
15.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
15.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
15.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
15.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
15.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
15.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
15.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
15.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
15.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
15.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
14.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
14.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
14.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
14.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
14.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
14.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
14.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
14.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
14.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
14.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
14.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
14.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
14.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
14.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
14.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
14.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
14.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
14.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
14.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
14.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
14.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
14.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
14.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
14.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
14.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
14.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
14.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
14.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
14.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
14.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
14.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
13.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
13.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
13.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
13.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
13.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
13.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
13.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
13.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
13.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
13.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
13.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
13.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
13.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
13.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
13.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
13.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
13.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
13.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
13.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
13.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
13.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
13.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
13.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
13.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
13.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
12.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
12.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
12.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
12.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
12.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
12.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
12.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
12.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
12.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
12.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
12.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
12.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
12.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
12.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
12.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
12.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
12.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
12.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
12.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
12.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
12.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
12.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
12.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
12.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
12.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
12.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
12.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
12.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
12.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
12.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
12.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
12.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
12.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
12.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
12.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
12.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
12.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
12.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
12.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
12.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
12.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
11.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
11.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
11.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
11.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
11.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
11.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
11.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
11.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
11.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
11.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
11.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
11.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
11.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
11.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
11.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
11.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
11.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
11.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
11.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
11.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
11.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
11.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
11.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
11.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
11.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
11.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
11.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
11.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
11.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
11.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
11.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
11.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
11.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
11.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
11.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
11.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
11.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
11.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
11.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
10.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
10.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
10.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
10.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
10.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
10.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
10.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
10.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
10.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
10.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
10.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
10.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
10.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
10.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
10.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
10.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
10.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
10.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
10.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
10.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
10.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
10.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
10.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
10.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
10.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
10.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
10.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
10.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
10.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
10.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
9.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
9.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
9.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
9.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
9.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
9.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
9.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
9.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
9.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
9.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
9.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
9.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
9.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
9.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
9.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
9.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
9.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
9.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
9.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
9.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
9.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
9.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
9.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
9.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
9.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
9.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
9.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
9.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
9.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
9.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
9.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
8.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
8.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
8.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
8.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
8.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
8.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
8.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
8.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
8.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
8.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
8.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
8.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
8.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
8.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
8.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
8.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
8.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
8.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
8.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
8.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
8.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
8.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
8.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
8.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
8.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
7.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
7.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
7.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
7.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
7.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
7.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
7.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
7.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
7.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
7.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
7.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
7.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
7.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
7.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
7.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
7.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
7.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
7.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
7.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
7.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
7.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
7.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
7.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
7.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
7.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
6.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
6.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
6.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
6.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
6.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
6.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
6.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
6.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
6.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
6.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
6.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
6.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
6.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
6.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
6.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
6.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
6.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
6.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
6.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
6.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
6.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
6.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
6.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
6.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
6.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
6.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
6.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
6.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
5.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
5.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
5.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
5.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
5.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
5.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
5.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
5.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
5.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
5.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
5.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
5.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
5.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
5.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
5.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
5.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
5.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
5.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
5.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
5.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
5.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
4.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
4.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
4.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
4.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
4.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
4.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
4.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
4.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
4.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
4.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
4.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
4.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
4.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
4.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
4.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
4.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
4.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
4.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
4.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
4.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
4.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
4.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
4.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
3.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
3.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
3.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
3.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
3.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
3.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
3.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
3.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
3.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
3.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
3.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
3.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
3.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
3.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
3.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
3.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
3.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
3.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
3.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
3.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
3.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
2.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
2.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
2.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
2.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
2.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
2.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
2.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
2.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
2.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
2.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
2.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
2.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
1.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
1.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
1.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
1.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
1.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
1.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
1.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
1.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
1.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
1.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
1.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
1.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
1.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
0.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
0.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 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.
ZNF655 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
8.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
22.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
22.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
20.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
20.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
20.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
19.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
17.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
16.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
15.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
15.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
15.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
14.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
14.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
13.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
13.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
13.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
13.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
12.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
12.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
12.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
12.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
12.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
12.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
11.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
11.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
11.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
10.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
10.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
10.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
10.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
10.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
10.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
10.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
9.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
9.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
9.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
9.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
9.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
9.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
9.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
9.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
9.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
8.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
8.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
8.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
8.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
7.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
7.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
7.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
7.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
7.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
6.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
6.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
6.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
6.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
5.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
5.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
5.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
4.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
4.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
4.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
4.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
3.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
3.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
3.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
3.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
2.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
2.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
2.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
1.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
1.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
1.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
1.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
1.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
1.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
0.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
0.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
0.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
0.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
0.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 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.
ZNF655 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
10.2
Number of samples
207
Samples
Sample
Description
TPM
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
25.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
22.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
22.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
20.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
20.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
20.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
19.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
19.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
19.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
19.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
18.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
17.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
17.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
17.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
17.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
16.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
16.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
16.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
16.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
16.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
16.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
16.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
16.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
15.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
15.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
15.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
15.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
15.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
14.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
14.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
14.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
14.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
14.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
14.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
14.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
14.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
14.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
14.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
14.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
13.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
13.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
13.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
13.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
13.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
13.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
13.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
13.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
13.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
13.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
13.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
13.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
13.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
12.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
12.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
12.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
12.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
12.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
12.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
12.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
12.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
12.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
12.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
12.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
12.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
12.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
12.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
12.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
12.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
12.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
11.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
11.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
11.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
11.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
11.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
11.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
11.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
11.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
11.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
11.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
11.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
11.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
11.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
10.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
10.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
10.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
10.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
10.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
10.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
10.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
10.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
10.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
10.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
10.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
9.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
9.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
9.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
9.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
9.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
9.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
9.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
9.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
9.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
9.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
9.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
9.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
9.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
9.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
9.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
9.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
9.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
9.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
9.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
9.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
9.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
9.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
9.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
8.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
8.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
8.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
8.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
8.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
8.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
8.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
8.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
8.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
8.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
8.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
7.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
7.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
7.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
7.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
7.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
7.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
7.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
7.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
7.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
7.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
7.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
7.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
7.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
7.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
7.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
7.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
7.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
7.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
7.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
7.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
7.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
6.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
6.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
6.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
6.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
6.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
6.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
6.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
6.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
6.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
6.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
6.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
6.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
6.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
6.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
6.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
6.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
5.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
5.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
5.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
5.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
5.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
5.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
5.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
4.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
4.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
4.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
4.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
4.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
4.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
4.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
4.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
3.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
3.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
3.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
3.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
3.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
3.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
2.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
2.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
2.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
2.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
2.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
2.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
2.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
1.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
1.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
1.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
0.3
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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
